In [1]:
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn.preprocessing import LabelEncoder,OneHotEncoder
from sklearn.model_selection import train_test_split
from keras.models import Sequential
from keras.layers import Dense
from keras.wrappers.scikit_learn import KerasRegressor
from keras.callbacks import ModelCheckpoint
from sklearn import metrics
import os
%matplotlib inline
print(os.listdir("../dados/input"))

Using TensorFlow backend.

['teste.csv', 'todos.csv', 'todos2.csv', 'todos2.ods', 'treino.csv']
In [2]:
original_data = pd.read_csv('../dados/input/treino.csv')
In [3]:
original_data.head()
Out[3]:
Data Temperatura Precipitacao Segunda Terca Quarta Quinta Sexta Primavera Verao Outono Inverno Distancia Data Posterior Distancia Data Anterior Vendas 1d anterior Vendas 2d anterior Vendas 3d anterior Vendas 4d anterior Vendas 5d anterior Total
0 19/12/2017 29.9 77.25 0 1 0 0 0 1 0 0 0 69 1 70 64 101 178 215 42
1 18/12/2017 29.2 74.25 1 0 0 0 0 1 0 0 0 1 3 64 101 178 215 263 70
2 15/12/2017 31.9 67.50 0 0 0 0 1 1 0 0 0 3 1 101 178 215 263 145 64
3 14/12/2017 31.6 56.50 0 0 0 1 0 1 0 0 0 1 1 178 215 263 145 295 101
4 13/12/2017 27.1 74.50 0 0 1 0 0 1 0 0 0 1 1 215 263 145 295 351 178
In [4]:
original_data.columns
Out[4]:
Index(['Data', 'Temperatura', 'Precipitacao', 'Segunda', 'Terca', 'Quarta',
       'Quinta', 'Sexta', 'Primavera', 'Verao', 'Outono', 'Inverno',
       'Distancia Data Posterior', 'Distancia Data Anterior',
       'Vendas 1d anterior', 'Vendas 2d anterior', 'Vendas 3d anterior',
       'Vendas 4d anterior', 'Vendas 5d anterior', 'Total'],
      dtype='object')
In [5]:
original_data.describe()
Out[5]:
Temperatura Precipitacao Segunda Terca Quarta Quinta Sexta Primavera Verao Outono Inverno Distancia Data Posterior Distancia Data Anterior Vendas 1d anterior Vendas 2d anterior Vendas 3d anterior Vendas 4d anterior Vendas 5d anterior Total
count 148.000000 148.000000 148.000000 148.000000 148.000000 148.000000 148.000000 148.000000 148.0 148.000000 148.000000 148.000000 148.000000 148.000000 148.000000 148.000000 148.000000 148.000000 148.000000
mean 25.097297 73.442568 0.216216 0.216216 0.209459 0.189189 0.168919 0.391892 0.0 0.297297 0.310811 2.162162 2.162162 266.351351 265.878378 265.445946 264.763514 263.560811 266.635135
std 4.246006 12.661813 0.413061 0.413061 0.408305 0.392989 0.375953 0.489830 0.0 0.458621 0.464397 6.033979 6.033979 159.141270 159.831327 160.466551 161.382815 162.691780 158.699911
min 16.000000 35.500000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 0.000000 0.000000 1.000000 1.000000 0.000000 0.000000 0.000000 0.000000 0.000000 9.000000
25% 22.275000 68.875000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 0.000000 0.000000 1.000000 1.000000 116.500000 116.500000 116.500000 116.500000 110.500000 116.500000
50% 25.100000 74.500000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 0.000000 0.000000 1.000000 1.000000 319.000000 319.000000 319.000000 319.000000 319.000000 319.000000
75% 28.200000 80.812500 0.000000 0.000000 0.000000 0.000000 0.000000 1.000000 0.0 1.000000 1.000000 1.000000 1.000000 394.500000 394.500000 394.500000 394.500000 394.500000 394.500000
max 34.700000 96.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.0 1.000000 1.000000 69.000000 69.000000 523.000000 523.000000 523.000000 523.000000 523.000000 523.000000
In [6]:
original_data.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 148 entries, 0 to 147
Data columns (total 20 columns):
Data                        148 non-null object
Temperatura                 148 non-null float64
Precipitacao                148 non-null float64
Segunda                     148 non-null int64
Terca                       148 non-null int64
Quarta                      148 non-null int64
Quinta                      148 non-null int64
Sexta                       148 non-null int64
Primavera                   148 non-null int64
Verao                       148 non-null int64
Outono                      148 non-null int64
Inverno                     148 non-null int64
Distancia Data Posterior    148 non-null int64
Distancia Data Anterior     148 non-null int64
Vendas 1d anterior          148 non-null int64
Vendas 2d anterior          148 non-null int64
Vendas 3d anterior          148 non-null int64
Vendas 4d anterior          148 non-null int64
Vendas 5d anterior          148 non-null int64
Total                       148 non-null int64
dtypes: float64(2), int64(17), object(1)
memory usage: 23.2+ KB
In [7]:
plt.figure(figsize=(16,9))
sns.distplot(original_data['Total'],bins=80,kde=False)

C:\ProgramData\Anaconda3\lib\site-packages\seaborn\distributions.py:218: MatplotlibDeprecationWarning: 
The 'normed' kwarg was deprecated in Matplotlib 2.1 and will be removed in 3.1. Use 'density' instead.
  color=hist_color, **hist_kws)
Out[7]:
<matplotlib.axes._subplots.AxesSubplot at 0x2073b688160>
In [8]:
plt.figure(figsize=(4,3))
sns.violinplot(x='Segunda',y='Total',data=original_data)
plt.figure(figsize=(4,3))
sns.violinplot(x='Terca',y='Total',data=original_data)
plt.figure(figsize=(4,3))
sns.violinplot(x='Quarta',y='Total',data=original_data)
plt.figure(figsize=(4,3))
sns.violinplot(x='Quinta',y='Total',data=original_data)
plt.figure(figsize=(4,3))
sns.violinplot(x='Sexta',y='Total',data=original_data)
Out[8]:
<matplotlib.axes._subplots.AxesSubplot at 0x2073b8e1ef0>
In [9]:
original_data.columns
Out[9]:
Index(['Data', 'Temperatura', 'Precipitacao', 'Segunda', 'Terca', 'Quarta',
       'Quinta', 'Sexta', 'Primavera', 'Verao', 'Outono', 'Inverno',
       'Distancia Data Posterior', 'Distancia Data Anterior',
       'Vendas 1d anterior', 'Vendas 2d anterior', 'Vendas 3d anterior',
       'Vendas 4d anterior', 'Vendas 5d anterior', 'Total'],
      dtype='object')
In [10]:
X_train = original_data.iloc[:,1:19]
In [11]:
X_train.values
Out[11]:
array([[ 29.9 ,  77.25,   0.  , ..., 101.  , 178.  , 215.  ],
       [ 29.2 ,  74.25,   1.  , ..., 178.  , 215.  , 263.  ],
       [ 31.9 ,  67.5 ,   0.  , ..., 215.  , 263.  , 145.  ],
       ...,
       [ 24.1 ,  88.25,   1.  , ...,   0.  ,   0.  ,   0.  ],
       [ 20.3 ,  78.75,   0.  , ...,   0.  ,   0.  ,   0.  ],
       [ 25.2 ,  83.5 ,   0.  , ...,   0.  ,   0.  ,   0.  ]])
In [12]:
y_train = original_data.iloc[:,19].values
In [13]:
y_train
Out[13]:
array([ 42,  70,  64, 101, 178, 215, 263, 145, 295, 351, 387, 294, 194,
       460, 363, 437, 314, 212, 396, 336, 427, 312, 218, 407, 428, 306,
       220, 367, 352, 463, 320, 306, 451, 353,  95, 149, 209, 227, 202,
       233, 391, 358, 456, 335, 323, 469, 319, 297, 411, 370, 412, 331,
       255, 446, 394, 472, 361, 263, 428, 336, 470, 343, 232, 449, 386,
       477, 377, 347, 480, 359, 224, 450, 375, 491, 347, 266, 415, 405,
       464, 358, 253, 446, 388, 523, 346, 245, 438, 361, 503, 319,  39,
        45,  97, 115, 138, 134, 211, 308, 353, 401, 382, 321, 352, 428,
       453, 433, 376, 449, 403, 286, 408, 393, 442, 431,  17,  12,  17,
        27,  16, 141, 117,  42,  20, 363, 162,  35, 351,  21,  23,  27,
        28, 162,  23,  14,  84,  41,   9,  15,  15,  17,  26,  10,  14,
        17,  26,  10,  22,  14], dtype=int64)
In [14]:
test_data = pd.read_csv('../dados/input/teste.csv')
In [15]:
test_data.head()
Out[15]:
Data Temperatura Precipitacao Segunda Terca Quarta Quinta Sexta Primavera Verao Outono Inverno Distancia Data Posterior Distancia Data Anterior Vendas 1d anterior Vendas 2d anterior Vendas 3d anterior Vendas 4d anterior Vendas 5d anterior Total
0 31/10/2018 31.4 72.25 0 0 1 0 0 1 0 0 0 1 1 437 293 263 402 382 362
1 30/10/2018 28.0 72.75 0 1 0 0 0 1 0 0 0 1 1 293 263 402 382 203 437
2 29/10/2018 21.0 82.75 1 0 0 0 0 1 0 0 0 1 3 263 402 382 203 323 293
3 26/10/2018 25.4 85.50 0 0 0 0 1 1 0 0 0 3 1 402 382 203 323 49 263
4 25/10/2018 21.4 91.00 0 0 0 1 0 1 0 0 0 1 1 382 203 323 49 138 402
In [16]:
y_test = test_data.iloc[:,19].values
In [17]:
y_test
Out[17]:
array([362, 437, 293, 263, 402, 382, 203, 323,  49, 138, 188, 165, 110,
       355, 387, 411, 287, 216, 440, 422, 432, 310, 238, 432, 407, 424,
       316, 268, 409, 393, 384, 321, 247, 416, 413, 432, 312, 417, 402,
       381, 337, 288, 429, 387, 495, 337, 243, 485, 415, 465, 358, 260,
       460, 436, 467, 331, 261, 473, 407, 476, 305,  20,  40,  68, 110,
        18, 204, 216, 363,   0, 256, 412,  73, 469, 391,   0, 439, 442,
       468, 382, 353, 425, 453, 247, 261, 309, 496, 456, 523, 426,  68,
       455, 507, 402, 352, 464, 442, 490, 413, 319, 529, 453, 503, 439,
       344, 532, 457, 335, 512, 481, 533, 460, 320, 526, 488, 547, 448,
       349, 532, 491, 572, 443, 398, 568, 465, 551, 486, 424, 398, 520,
       463, 389, 525, 490, 553, 340, 544, 500, 548, 413, 378, 514, 502,
       502, 430, 308, 461, 443, 470, 446], dtype=int64)
In [18]:
X_test = test_data.iloc[:,1:19]
In [19]:
X_test
Out[19]:
Temperatura Precipitacao Segunda Terca Quarta Quinta Sexta Primavera Verao Outono Inverno Distancia Data Posterior Distancia Data Anterior Vendas 1d anterior Vendas 2d anterior Vendas 3d anterior Vendas 4d anterior Vendas 5d anterior
0 31.4 72.25 0 0 1 0 0 1 0 0 0 1 1 437 293 263 402 382
1 28.0 72.75 0 1 0 0 0 1 0 0 0 1 1 293 263 402 382 203
2 21.0 82.75 1 0 0 0 0 1 0 0 0 1 3 263 402 382 203 323
3 25.4 85.50 0 0 0 0 1 1 0 0 0 3 1 402 382 203 323 49
4 21.4 91.00 0 0 0 1 0 1 0 0 0 1 1 382 203 323 49 138
5 19.5 88.75 0 0 1 0 0 1 0 0 0 1 1 203 323 49 138 188
6 30.2 74.25 0 1 0 0 0 1 0 0 0 1 1 323 49 138 188 165
7 28.3 70.75 1 0 0 0 0 1 0 0 0 1 3 49 138 188 165 110
8 21.1 85.00 0 0 0 0 1 1 0 0 0 3 1 138 188 165 110 355
9 29.9 86.00 0 0 0 1 0 1 0 0 0 1 1 188 165 110 355 387
10 29.5 76.00 0 0 1 0 0 1 0 0 0 1 1 165 110 355 387 411
11 24.9 91.00 0 1 0 0 0 1 0 0 0 1 1 110 355 387 411 287
12 24.1 90.00 1 0 0 0 0 1 0 0 0 1 4 355 387 411 287 216
13 20.8 90.00 0 0 0 1 0 1 0 0 0 4 1 387 411 287 216 440
14 28.6 88.00 0 0 1 0 0 1 0 0 0 1 1 411 287 216 440 422
15 28.3 79.00 0 1 0 0 0 1 0 0 0 1 1 287 216 440 422 432
16 21.7 93.00 1 0 0 0 0 1 0 0 0 1 3 216 440 422 432 310
17 18.6 89.00 0 0 0 0 1 1 0 0 0 3 1 440 422 432 310 238
18 23.0 86.00 0 0 0 1 0 1 0 0 0 1 1 422 432 310 238 432
19 31.9 82.00 0 0 1 0 0 1 0 0 0 1 1 432 310 238 432 407
20 30.9 81.00 0 1 0 0 0 1 0 0 0 1 1 310 238 432 407 424
21 25.2 86.00 1 0 0 0 0 1 0 0 0 1 3 238 432 407 424 316
22 22.2 87.00 0 0 0 0 1 1 0 0 0 3 1 432 407 424 316 268
23 28.8 84.00 0 0 0 1 0 1 0 0 0 1 1 407 424 316 268 409
24 32.2 66.50 0 0 1 0 0 1 0 0 0 1 1 424 316 268 409 393
25 26.4 74.25 0 1 0 0 0 1 0 0 0 1 1 316 268 409 393 384
26 33.5 61.00 1 0 0 0 0 1 0 0 0 1 3 268 409 393 384 321
27 27.7 78.25 0 0 0 0 1 0 0 0 1 3 1 409 393 384 321 247
28 25.0 79.50 0 0 0 1 0 0 0 0 1 1 1 393 384 321 247 416
29 29.9 61.75 0 0 1 0 0 0 0 0 1 1 1 384 321 247 416 413
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
120 28.2 68.25 0 1 0 0 0 0 0 1 0 1 1 443 398 568 465 551
121 27.8 74.25 1 0 0 0 0 0 0 1 0 1 3 398 568 465 551 486
122 27.2 72.00 0 0 0 0 1 0 0 1 0 3 1 568 465 551 486 424
123 27.8 74.25 0 0 0 1 0 0 0 1 0 1 1 465 551 486 424 398
124 26.8 79.00 0 0 1 0 0 0 0 1 0 1 1 551 486 424 398 520
125 26.3 81.50 0 1 0 0 0 0 0 1 0 1 1 486 424 398 520 463
126 26.0 77.50 1 0 0 0 0 0 0 1 0 1 4 424 398 520 463 389
127 28.5 77.75 0 0 0 1 0 0 0 1 0 4 1 398 520 463 389 525
128 28.2 83.00 0 0 1 0 0 0 0 1 0 1 1 520 463 389 525 490
129 28.6 86.00 0 1 0 0 0 0 0 1 0 1 1 463 389 525 490 553
130 28.2 81.75 1 0 0 0 0 0 0 1 0 1 3 389 525 490 553 340
131 30.0 75.25 0 0 0 0 1 0 0 1 0 3 1 525 490 553 340 544
132 26.4 80.50 0 0 0 1 0 0 0 1 0 1 1 490 553 340 544 500
133 27.0 79.25 0 0 1 0 0 0 0 1 0 1 1 553 340 544 500 548
134 31.0 79.25 0 1 0 0 0 0 0 1 0 1 4 340 544 500 548 413
135 30.5 72.50 0 0 0 0 1 0 1 0 0 4 1 544 500 548 413 378
136 31.0 66.00 0 0 0 1 0 0 1 0 0 1 1 500 548 413 378 514
137 33.6 72.50 0 0 1 0 0 0 1 0 0 1 1 548 413 378 514 502
138 29.3 81.50 0 1 0 0 0 0 1 0 0 1 1 413 378 514 502 502
139 31.2 76.75 1 0 0 0 0 0 1 0 0 1 3 378 514 502 502 430
140 26.8 77.25 0 0 0 0 1 0 1 0 0 3 1 514 502 502 430 308
141 23.8 86.50 0 0 0 1 0 0 1 0 0 1 1 502 502 430 308 461
142 30.0 84.25 0 0 1 0 0 0 1 0 0 1 1 502 430 308 461 443
143 29.8 81.00 0 1 0 0 0 0 1 0 0 1 1 430 308 461 443 470
144 31.2 77.50 1 0 0 0 0 0 1 0 0 1 3 308 461 443 470 446
145 31.4 83.75 0 0 0 0 1 0 1 0 0 3 1 461 443 470 446 42
146 30.6 80.25 0 0 0 1 0 0 1 0 0 1 1 443 470 446 42 70
147 30.3 77.00 0 0 1 0 0 0 1 0 0 1 1 470 446 42 70 64
148 28.5 84.00 0 1 0 0 0 0 1 0 0 1 1 446 42 70 64 101
149 27.2 88.00 1 0 0 0 0 0 1 0 0 1 69 42 70 64 101 178

150 rows × 18 columns

In [20]:
from sklearn.preprocessing import StandardScaler
scaler = StandardScaler().fit(X_train)
standardized_X = scaler.transform(X_train)
standardized_X_test = scaler.transform(X_test)
In [21]:
standardized_X
Out[21]:
array([[ 1.13495156,  0.30172306, -0.52522573, ..., -1.02827871,
        -0.53945104, -0.29949702],
       [ 0.96953093,  0.06398563,  1.90394328, ..., -0.54679855,
        -0.30940401, -0.00345878],
       [ 1.60758192, -0.47092356, -0.52522573, ..., -0.31543795,
        -0.01096462, -0.73121946],
       ...,
       [-0.23567649,  1.17342694,  1.90394328, ..., -1.65983061,
        -1.64616377, -1.62550165],
       [-1.13367418,  0.42059177, -0.52522573, ..., -1.65983061,
        -1.64616377, -1.62550165],
       [ 0.02427021,  0.79700935, -0.52522573, ..., -1.65983061,
        -1.64616377, -1.62550165]])
In [22]:
standardized_X_test
Out[22]:
array([[ 1.48942433, -0.09450598, -0.52522573, ..., -0.01529447,
         0.8532661 ,  0.73046936],
       [ 0.68595271, -0.05488308, -0.52522573, ...,  0.85387101,
         0.72891636, -0.37350658],
       [-0.96825355,  0.737575  ,  1.90394328, ...,  0.72881123,
        -0.38401386,  0.36658902],
       ...,
       [ 1.22947763,  0.28191161, -0.52522573, ..., -1.39720506,
        -1.21093966, -1.23078399],
       [ 0.8041103 ,  0.83663226, -0.52522573, ..., -1.22212137,
        -1.24824458, -1.00258785],
       [ 0.49690057,  1.15361549,  1.90394328, ..., -1.2596393 ,
        -1.01819756, -0.52769317]])
In [23]:
y_train
Out[23]:
array([ 42,  70,  64, 101, 178, 215, 263, 145, 295, 351, 387, 294, 194,
       460, 363, 437, 314, 212, 396, 336, 427, 312, 218, 407, 428, 306,
       220, 367, 352, 463, 320, 306, 451, 353,  95, 149, 209, 227, 202,
       233, 391, 358, 456, 335, 323, 469, 319, 297, 411, 370, 412, 331,
       255, 446, 394, 472, 361, 263, 428, 336, 470, 343, 232, 449, 386,
       477, 377, 347, 480, 359, 224, 450, 375, 491, 347, 266, 415, 405,
       464, 358, 253, 446, 388, 523, 346, 245, 438, 361, 503, 319,  39,
        45,  97, 115, 138, 134, 211, 308, 353, 401, 382, 321, 352, 428,
       453, 433, 376, 449, 403, 286, 408, 393, 442, 431,  17,  12,  17,
        27,  16, 141, 117,  42,  20, 363, 162,  35, 351,  21,  23,  27,
        28, 162,  23,  14,  84,  41,   9,  15,  15,  17,  26,  10,  14,
        17,  26,  10,  22,  14], dtype=int64)
In [24]:
y_test
Out[24]:
array([362, 437, 293, 263, 402, 382, 203, 323,  49, 138, 188, 165, 110,
       355, 387, 411, 287, 216, 440, 422, 432, 310, 238, 432, 407, 424,
       316, 268, 409, 393, 384, 321, 247, 416, 413, 432, 312, 417, 402,
       381, 337, 288, 429, 387, 495, 337, 243, 485, 415, 465, 358, 260,
       460, 436, 467, 331, 261, 473, 407, 476, 305,  20,  40,  68, 110,
        18, 204, 216, 363,   0, 256, 412,  73, 469, 391,   0, 439, 442,
       468, 382, 353, 425, 453, 247, 261, 309, 496, 456, 523, 426,  68,
       455, 507, 402, 352, 464, 442, 490, 413, 319, 529, 453, 503, 439,
       344, 532, 457, 335, 512, 481, 533, 460, 320, 526, 488, 547, 448,
       349, 532, 491, 572, 443, 398, 568, 465, 551, 486, 424, 398, 520,
       463, 389, 525, 490, 553, 340, 544, 500, 548, 413, 378, 514, 502,
       502, 430, 308, 461, 443, 470, 446], dtype=int64)
In [25]:
from keras import Sequential
from keras.layers import Dense
model = Sequential()
model.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model.add(Dense(1))
model.compile(optimizer='rmsprop',
loss='mse',
metrics=['mae'])
In [26]:
from keras.callbacks import EarlyStopping
early_stopping_monitor = EarlyStopping(patience=2)
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=500,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/500
148/148 [==============================] - 0s 2ms/step - loss: 96012.8843 - mean_absolute_error: 266.7529 - val_loss: 159779.3769 - val_mean_absolute_error: 378.3258
Epoch 2/500
148/148 [==============================] - 0s 54us/step - loss: 95921.2984 - mean_absolute_error: 266.6102 - val_loss: 159668.9375 - val_mean_absolute_error: 378.1904
Epoch 3/500
148/148 [==============================] - 0s 68us/step - loss: 95856.0074 - mean_absolute_error: 266.5160 - val_loss: 159559.0688 - val_mean_absolute_error: 378.0576
Epoch 4/500
148/148 [==============================] - 0s 54us/step - loss: 95792.2456 - mean_absolute_error: 266.4243 - val_loss: 159479.6425 - val_mean_absolute_error: 377.9593
Epoch 5/500
148/148 [==============================] - 0s 54us/step - loss: 95737.0642 - mean_absolute_error: 266.3426 - val_loss: 159396.8381 - val_mean_absolute_error: 377.8560
Epoch 6/500
148/148 [==============================] - 0s 61us/step - loss: 95681.5684 - mean_absolute_error: 266.2589 - val_loss: 159318.0625 - val_mean_absolute_error: 377.7586
Epoch 7/500
148/148 [==============================] - 0s 68us/step - loss: 95627.4483 - mean_absolute_error: 266.1777 - val_loss: 159233.6862 - val_mean_absolute_error: 377.6551
Epoch 8/500
148/148 [==============================] - 0s 47us/step - loss: 95571.7634 - mean_absolute_error: 266.0972 - val_loss: 159164.1444 - val_mean_absolute_error: 377.5696
Epoch 9/500
148/148 [==============================] - 0s 61us/step - loss: 95524.6886 - mean_absolute_error: 266.0238 - val_loss: 159083.9025 - val_mean_absolute_error: 377.4699
Epoch 10/500
148/148 [==============================] - 0s 68us/step - loss: 95468.6586 - mean_absolute_error: 265.9382 - val_loss: 159001.8269 - val_mean_absolute_error: 377.3694
Epoch 11/500
148/148 [==============================] - 0s 47us/step - loss: 95414.2271 - mean_absolute_error: 265.8573 - val_loss: 158918.8325 - val_mean_absolute_error: 377.2669
Epoch 12/500
148/148 [==============================] - 0s 54us/step - loss: 95359.4421 - mean_absolute_error: 265.7736 - val_loss: 158833.5075 - val_mean_absolute_error: 377.1623
Epoch 13/500
148/148 [==============================] - 0s 54us/step - loss: 95299.8619 - mean_absolute_error: 265.6845 - val_loss: 158745.4881 - val_mean_absolute_error: 377.0543
Epoch 14/500
148/148 [==============================] - 0s 68us/step - loss: 95243.4565 - mean_absolute_error: 265.5957 - val_loss: 158662.3387 - val_mean_absolute_error: 376.9515
Epoch 15/500
148/148 [==============================] - 0s 47us/step - loss: 95189.0481 - mean_absolute_error: 265.5150 - val_loss: 158573.5356 - val_mean_absolute_error: 376.8431
Epoch 16/500
148/148 [==============================] - 0s 54us/step - loss: 95135.4396 - mean_absolute_error: 265.4310 - val_loss: 158491.6131 - val_mean_absolute_error: 376.7424
Epoch 17/500
148/148 [==============================] - 0s 74us/step - loss: 95080.5809 - mean_absolute_error: 265.3492 - val_loss: 158405.7069 - val_mean_absolute_error: 376.6372
Epoch 18/500
148/148 [==============================] - 0s 47us/step - loss: 95023.1610 - mean_absolute_error: 265.2624 - val_loss: 158326.0031 - val_mean_absolute_error: 376.5385
Epoch 19/500
148/148 [==============================] - 0s 54us/step - loss: 94970.0607 - mean_absolute_error: 265.1821 - val_loss: 158244.2125 - val_mean_absolute_error: 376.4385
Epoch 20/500
148/148 [==============================] - 0s 81us/step - loss: 94913.8701 - mean_absolute_error: 265.0968 - val_loss: 158153.6881 - val_mean_absolute_error: 376.3283
Epoch 21/500
148/148 [==============================] - 0s 54us/step - loss: 94853.6843 - mean_absolute_error: 265.0059 - val_loss: 158056.1125 - val_mean_absolute_error: 376.2090
Epoch 22/500
148/148 [==============================] - 0s 54us/step - loss: 94794.5315 - mean_absolute_error: 264.9073 - val_loss: 157977.5800 - val_mean_absolute_error: 376.1122
Epoch 23/500
148/148 [==============================] - 0s 54us/step - loss: 94740.4527 - mean_absolute_error: 264.8245 - val_loss: 157885.1663 - val_mean_absolute_error: 375.9992
Epoch 24/500
148/148 [==============================] - 0s 81us/step - loss: 94678.0302 - mean_absolute_error: 264.7278 - val_loss: 157786.2775 - val_mean_absolute_error: 375.8776
Epoch 25/500
148/148 [==============================] - 0s 68us/step - loss: 94611.2378 - mean_absolute_error: 264.6268 - val_loss: 157683.5119 - val_mean_absolute_error: 375.7518
Epoch 26/500
148/148 [==============================] - 0s 54us/step - loss: 94543.8176 - mean_absolute_error: 264.5229 - val_loss: 157589.1531 - val_mean_absolute_error: 375.6364
Epoch 27/500
148/148 [==============================] - 0s 47us/step - loss: 94480.0562 - mean_absolute_error: 264.4256 - val_loss: 157509.4088 - val_mean_absolute_error: 375.5376
Epoch 28/500
148/148 [==============================] - 0s 68us/step - loss: 94422.6187 - mean_absolute_error: 264.3317 - val_loss: 157411.7338 - val_mean_absolute_error: 375.4174
Epoch 29/500
148/148 [==============================] - 0s 54us/step - loss: 94357.3563 - mean_absolute_error: 264.2344 - val_loss: 157312.6469 - val_mean_absolute_error: 375.2962
Epoch 30/500
148/148 [==============================] - 0s 47us/step - loss: 94291.9120 - mean_absolute_error: 264.1348 - val_loss: 157225.7188 - val_mean_absolute_error: 375.1892
Epoch 31/500
148/148 [==============================] - 0s 54us/step - loss: 94231.1763 - mean_absolute_error: 264.0399 - val_loss: 157119.2500 - val_mean_absolute_error: 375.0600
Epoch 32/500
148/148 [==============================] - 0s 68us/step - loss: 94165.3281 - mean_absolute_error: 263.9373 - val_loss: 157022.8975 - val_mean_absolute_error: 374.9425
Epoch 33/500
148/148 [==============================] - 0s 47us/step - loss: 94098.7251 - mean_absolute_error: 263.8287 - val_loss: 156919.4287 - val_mean_absolute_error: 374.8161
Epoch 34/500
148/148 [==============================] - 0s 47us/step - loss: 94029.8708 - mean_absolute_error: 263.7260 - val_loss: 156803.4325 - val_mean_absolute_error: 374.6742
Epoch 35/500
148/148 [==============================] - 0s 61us/step - loss: 93954.5811 - mean_absolute_error: 263.6118 - val_loss: 156708.4856 - val_mean_absolute_error: 374.5578
Epoch 36/500
148/148 [==============================] - 0s 74us/step - loss: 93889.9861 - mean_absolute_error: 263.5110 - val_loss: 156602.3431 - val_mean_absolute_error: 374.4279
Epoch 37/500
148/148 [==============================] - 0s 54us/step - loss: 93819.6366 - mean_absolute_error: 263.4044 - val_loss: 156501.5294 - val_mean_absolute_error: 374.3044
Epoch 38/500
148/148 [==============================] - 0s 47us/step - loss: 93750.2350 - mean_absolute_error: 263.2947 - val_loss: 156385.4750 - val_mean_absolute_error: 374.1623
Epoch 39/500
148/148 [==============================] - 0s 74us/step - loss: 93672.4846 - mean_absolute_error: 263.1783 - val_loss: 156261.2288 - val_mean_absolute_error: 374.0124
Epoch 40/500
148/148 [==============================] - 0s 61us/step - loss: 93595.1045 - mean_absolute_error: 263.0646 - val_loss: 156147.8488 - val_mean_absolute_error: 373.8745
Epoch 41/500
148/148 [==============================] - 0s 61us/step - loss: 93520.7703 - mean_absolute_error: 262.9529 - val_loss: 156052.0250 - val_mean_absolute_error: 373.7568
Epoch 42/500
148/148 [==============================] - 0s 47us/step - loss: 93454.0800 - mean_absolute_error: 262.8533 - val_loss: 155934.2844 - val_mean_absolute_error: 373.6132
Epoch 43/500
148/148 [==============================] - 0s 47us/step - loss: 93375.2413 - mean_absolute_error: 262.7366 - val_loss: 155819.7625 - val_mean_absolute_error: 373.4732
Epoch 44/500
148/148 [==============================] - 0s 47us/step - loss: 93299.6875 - mean_absolute_error: 262.6233 - val_loss: 155696.1613 - val_mean_absolute_error: 373.3219
Epoch 45/500
148/148 [==============================] - 0s 47us/step - loss: 93218.6170 - mean_absolute_error: 262.5030 - val_loss: 155573.0825 - val_mean_absolute_error: 373.1724
Epoch 46/500
148/148 [==============================] - 0s 74us/step - loss: 93136.5538 - mean_absolute_error: 262.3821 - val_loss: 155449.3488 - val_mean_absolute_error: 373.0233
Epoch 47/500
148/148 [==============================] - 0s 54us/step - loss: 93059.8543 - mean_absolute_error: 262.2679 - val_loss: 155344.1000 - val_mean_absolute_error: 372.8949
Epoch 48/500
148/148 [==============================] - 0s 54us/step - loss: 92988.5291 - mean_absolute_error: 262.1608 - val_loss: 155215.4475 - val_mean_absolute_error: 372.7367
Epoch 49/500
148/148 [==============================] - 0s 54us/step - loss: 92905.1079 - mean_absolute_error: 262.0343 - val_loss: 155095.7644 - val_mean_absolute_error: 372.5896
Epoch 50/500
148/148 [==============================] - 0s 81us/step - loss: 92826.1949 - mean_absolute_error: 261.9143 - val_loss: 154971.8175 - val_mean_absolute_error: 372.4376
Epoch 51/500
148/148 [==============================] - 0s 74us/step - loss: 92746.9506 - mean_absolute_error: 261.7963 - val_loss: 154849.1881 - val_mean_absolute_error: 372.2878
Epoch 52/500
148/148 [==============================] - 0s 61us/step - loss: 92667.2090 - mean_absolute_error: 261.6768 - val_loss: 154723.3450 - val_mean_absolute_error: 372.1336
Epoch 53/500
148/148 [==============================] - 0s 61us/step - loss: 92581.3083 - mean_absolute_error: 261.5487 - val_loss: 154583.0144 - val_mean_absolute_error: 371.9622
Epoch 54/500
148/148 [==============================] - 0s 81us/step - loss: 92488.2635 - mean_absolute_error: 261.4124 - val_loss: 154456.6444 - val_mean_absolute_error: 371.8078
Epoch 55/500
148/148 [==============================] - 0s 61us/step - loss: 92404.8487 - mean_absolute_error: 261.2887 - val_loss: 154343.7581 - val_mean_absolute_error: 371.6689
Epoch 56/500
148/148 [==============================] - 0s 74us/step - loss: 92329.6252 - mean_absolute_error: 261.1747 - val_loss: 154205.4106 - val_mean_absolute_error: 371.4997
Epoch 57/500
148/148 [==============================] - 0s 74us/step - loss: 92238.7321 - mean_absolute_error: 261.0394 - val_loss: 154065.0444 - val_mean_absolute_error: 371.3288
Epoch 58/500
148/148 [==============================] - 0s 74us/step - loss: 92151.4987 - mean_absolute_error: 260.9124 - val_loss: 153920.1856 - val_mean_absolute_error: 371.1529
Epoch 59/500
148/148 [==============================] - 0s 61us/step - loss: 92054.8034 - mean_absolute_error: 260.7710 - val_loss: 153767.8394 - val_mean_absolute_error: 370.9682
Epoch 60/500
148/148 [==============================] - 0s 47us/step - loss: 91956.3568 - mean_absolute_error: 260.6291 - val_loss: 153623.4456 - val_mean_absolute_error: 370.7911
Epoch 61/500
148/148 [==============================] - 0s 61us/step - loss: 91862.7409 - mean_absolute_error: 260.4922 - val_loss: 153468.7500 - val_mean_absolute_error: 370.6039
Epoch 62/500
148/148 [==============================] - 0s 68us/step - loss: 91767.3499 - mean_absolute_error: 260.3514 - val_loss: 153343.3131 - val_mean_absolute_error: 370.4503
Epoch 63/500
148/148 [==============================] - 0s 54us/step - loss: 91683.1727 - mean_absolute_error: 260.2252 - val_loss: 153190.7175 - val_mean_absolute_error: 370.2630
Epoch 64/500
148/148 [==============================] - 0s 54us/step - loss: 91585.5494 - mean_absolute_error: 260.0815 - val_loss: 153039.6875 - val_mean_absolute_error: 370.0788
Epoch 65/500
148/148 [==============================] - 0s 47us/step - loss: 91489.8753 - mean_absolute_error: 259.9412 - val_loss: 152902.6319 - val_mean_absolute_error: 369.9093
Epoch 66/500
148/148 [==============================] - 0s 54us/step - loss: 91394.2228 - mean_absolute_error: 259.8000 - val_loss: 152768.4256 - val_mean_absolute_error: 369.7448
Epoch 67/500
148/148 [==============================] - 0s 74us/step - loss: 91304.6930 - mean_absolute_error: 259.6648 - val_loss: 152599.0419 - val_mean_absolute_error: 369.5370
Epoch 68/500
148/148 [==============================] - 0s 61us/step - loss: 91195.7743 - mean_absolute_error: 259.5066 - val_loss: 152452.5169 - val_mean_absolute_error: 369.3583
Epoch 69/500
148/148 [==============================] - 0s 54us/step - loss: 91098.9375 - mean_absolute_error: 259.3650 - val_loss: 152297.2456 - val_mean_absolute_error: 369.1675
Epoch 70/500
148/148 [==============================] - 0s 47us/step - loss: 90996.2441 - mean_absolute_error: 259.2128 - val_loss: 152146.9937 - val_mean_absolute_error: 368.9825
Epoch 71/500
148/148 [==============================] - 0s 54us/step - loss: 90893.8867 - mean_absolute_error: 259.0612 - val_loss: 151996.6969 - val_mean_absolute_error: 368.7980
Epoch 72/500
148/148 [==============================] - 0s 61us/step - loss: 90794.7177 - mean_absolute_error: 258.9151 - val_loss: 151837.9525 - val_mean_absolute_error: 368.6030
Epoch 73/500
148/148 [==============================] - 0s 61us/step - loss: 90688.8062 - mean_absolute_error: 258.7586 - val_loss: 151686.3700 - val_mean_absolute_error: 368.4154
Epoch 74/500
148/148 [==============================] - 0s 54us/step - loss: 90586.0845 - mean_absolute_error: 258.6056 - val_loss: 151532.2881 - val_mean_absolute_error: 368.2268
Epoch 75/500
148/148 [==============================] - 0s 61us/step - loss: 90481.3982 - mean_absolute_error: 258.4516 - val_loss: 151377.9744 - val_mean_absolute_error: 368.0374
Epoch 76/500
148/148 [==============================] - 0s 68us/step - loss: 90378.2105 - mean_absolute_error: 258.3022 - val_loss: 151191.3056 - val_mean_absolute_error: 367.8094
Epoch 77/500
148/148 [==============================] - 0s 68us/step - loss: 90262.2327 - mean_absolute_error: 258.1318 - val_loss: 151019.4781 - val_mean_absolute_error: 367.5982
Epoch 78/500
148/148 [==============================] - 0s 68us/step - loss: 90148.5027 - mean_absolute_error: 257.9645 - val_loss: 150832.2206 - val_mean_absolute_error: 367.3678
Epoch 79/500
148/148 [==============================] - 0s 74us/step - loss: 90029.3463 - mean_absolute_error: 257.7907 - val_loss: 150692.3131 - val_mean_absolute_error: 367.1950
Epoch 80/500
148/148 [==============================] - 0s 81us/step - loss: 89935.3752 - mean_absolute_error: 257.6493 - val_loss: 150511.0787 - val_mean_absolute_error: 366.9721
Epoch 81/500
148/148 [==============================] - 0s 74us/step - loss: 89817.6890 - mean_absolute_error: 257.4789 - val_loss: 150322.6569 - val_mean_absolute_error: 366.7383
Epoch 82/500
148/148 [==============================] - 0s 68us/step - loss: 89697.8463 - mean_absolute_error: 257.3026 - val_loss: 150177.3706 - val_mean_absolute_error: 366.5586
Epoch 83/500
148/148 [==============================] - 0s 108us/step - loss: 89598.9880 - mean_absolute_error: 257.1546 - val_loss: 149990.8544 - val_mean_absolute_error: 366.3272
Epoch 84/500
148/148 [==============================] - 0s 67us/step - loss: 89475.6448 - mean_absolute_error: 256.9731 - val_loss: 149785.9044 - val_mean_absolute_error: 366.0753
Epoch 85/500
148/148 [==============================] - 0s 54us/step - loss: 89346.6385 - mean_absolute_error: 256.7830 - val_loss: 149618.2119 - val_mean_absolute_error: 365.8680
Epoch 86/500
148/148 [==============================] - 0s 74us/step - loss: 89236.2825 - mean_absolute_error: 256.6207 - val_loss: 149431.0300 - val_mean_absolute_error: 365.6352
Epoch 87/500
148/148 [==============================] - 0s 81us/step - loss: 89113.5771 - mean_absolute_error: 256.4368 - val_loss: 149236.0156 - val_mean_absolute_error: 365.3936
Epoch 88/500
148/148 [==============================] - 0s 47us/step - loss: 88988.0552 - mean_absolute_error: 256.2528 - val_loss: 149049.9281 - val_mean_absolute_error: 365.1638
Epoch 89/500
148/148 [==============================] - 0s 54us/step - loss: 88866.3790 - mean_absolute_error: 256.0738 - val_loss: 148854.8712 - val_mean_absolute_error: 364.9225
Epoch 90/500
148/148 [==============================] - 0s 88us/step - loss: 88744.4738 - mean_absolute_error: 255.8927 - val_loss: 148662.2806 - val_mean_absolute_error: 364.6821
Epoch 91/500
148/148 [==============================] - 0s 54us/step - loss: 88616.5465 - mean_absolute_error: 255.7040 - val_loss: 148466.9119 - val_mean_absolute_error: 364.4384
Epoch 92/500
148/148 [==============================] - 0s 54us/step - loss: 88487.4962 - mean_absolute_error: 255.5126 - val_loss: 148281.0356 - val_mean_absolute_error: 364.2084
Epoch 93/500
148/148 [==============================] - 0s 54us/step - loss: 88363.5111 - mean_absolute_error: 255.3294 - val_loss: 148071.6363 - val_mean_absolute_error: 363.9484
Epoch 94/500
148/148 [==============================] - 0s 47us/step - loss: 88230.7487 - mean_absolute_error: 255.1355 - val_loss: 147878.6769 - val_mean_absolute_error: 363.7084
Epoch 95/500
148/148 [==============================] - 0s 54us/step - loss: 88101.4994 - mean_absolute_error: 254.9438 - val_loss: 147656.2037 - val_mean_absolute_error: 363.4330
Epoch 96/500
148/148 [==============================] - 0s 47us/step - loss: 87962.1104 - mean_absolute_error: 254.7388 - val_loss: 147462.4113 - val_mean_absolute_error: 363.1922
Epoch 97/500
148/148 [==============================] - 0s 47us/step - loss: 87836.3374 - mean_absolute_error: 254.5534 - val_loss: 147247.3850 - val_mean_absolute_error: 362.9252
Epoch 98/500
148/148 [==============================] - 0s 54us/step - loss: 87704.6172 - mean_absolute_error: 254.3601 - val_loss: 147052.7656 - val_mean_absolute_error: 362.6823
Epoch 99/500
148/148 [==============================] - 0s 54us/step - loss: 87582.7772 - mean_absolute_error: 254.1800 - val_loss: 146849.8306 - val_mean_absolute_error: 362.4296
Epoch 100/500
148/148 [==============================] - 0s 47us/step - loss: 87446.9312 - mean_absolute_error: 253.9789 - val_loss: 146622.9637 - val_mean_absolute_error: 362.1471
Epoch 101/500
148/148 [==============================] - 0s 54us/step - loss: 87306.1805 - mean_absolute_error: 253.7728 - val_loss: 146444.3294 - val_mean_absolute_error: 361.9236
Epoch 102/500
148/148 [==============================] - 0s 61us/step - loss: 87191.1364 - mean_absolute_error: 253.6043 - val_loss: 146227.9438 - val_mean_absolute_error: 361.6543
Epoch 103/500
148/148 [==============================] - 0s 54us/step - loss: 87055.1102 - mean_absolute_error: 253.4016 - val_loss: 146018.0556 - val_mean_absolute_error: 361.3897
Epoch 104/500
148/148 [==============================] - 0s 61us/step - loss: 86919.0682 - mean_absolute_error: 253.1953 - val_loss: 145797.3394 - val_mean_absolute_error: 361.1106
Epoch 105/500
148/148 [==============================] - 0s 47us/step - loss: 86776.9933 - mean_absolute_error: 252.9831 - val_loss: 145588.3844 - val_mean_absolute_error: 360.8487
Epoch 106/500
148/148 [==============================] - 0s 54us/step - loss: 86640.8908 - mean_absolute_error: 252.7810 - val_loss: 145386.5981 - val_mean_absolute_error: 360.5964
Epoch 107/500
148/148 [==============================] - 0s 47us/step - loss: 86512.4519 - mean_absolute_error: 252.5891 - val_loss: 145155.7687 - val_mean_absolute_error: 360.3062
Epoch 108/500
148/148 [==============================] - 0s 61us/step - loss: 86364.0505 - mean_absolute_error: 252.3684 - val_loss: 144921.2656 - val_mean_absolute_error: 360.0112
Epoch 109/500
148/148 [==============================] - 0s 54us/step - loss: 86210.2154 - mean_absolute_error: 252.1400 - val_loss: 144682.7094 - val_mean_absolute_error: 359.7131
Epoch 110/500
148/148 [==============================] - 0s 54us/step - loss: 86063.1947 - mean_absolute_error: 251.9186 - val_loss: 144439.4425 - val_mean_absolute_error: 359.4068
Epoch 111/500
148/148 [==============================] - 0s 54us/step - loss: 85914.7927 - mean_absolute_error: 251.6974 - val_loss: 144219.1775 - val_mean_absolute_error: 359.1296
Epoch 112/500
148/148 [==============================] - 0s 54us/step - loss: 85776.2204 - mean_absolute_error: 251.4883 - val_loss: 143957.5056 - val_mean_absolute_error: 358.8006
Epoch 113/500
148/148 [==============================] - 0s 61us/step - loss: 85622.2499 - mean_absolute_error: 251.2607 - val_loss: 143761.6500 - val_mean_absolute_error: 358.5528
Epoch 114/500
148/148 [==============================] - 0s 47us/step - loss: 85488.7105 - mean_absolute_error: 251.0593 - val_loss: 143489.8525 - val_mean_absolute_error: 358.2098
Epoch 115/500
148/148 [==============================] - 0s 54us/step - loss: 85318.6848 - mean_absolute_error: 250.8058 - val_loss: 143280.7156 - val_mean_absolute_error: 357.9440
Epoch 116/500
148/148 [==============================] - 0s 54us/step - loss: 85182.4652 - mean_absolute_error: 250.5996 - val_loss: 143059.9000 - val_mean_absolute_error: 357.6637
Epoch 117/500
148/148 [==============================] - 0s 61us/step - loss: 85031.9533 - mean_absolute_error: 250.3723 - val_loss: 142834.7556 - val_mean_absolute_error: 357.3795
Epoch 118/500
148/148 [==============================] - 0s 54us/step - loss: 84882.1339 - mean_absolute_error: 250.1471 - val_loss: 142620.0319 - val_mean_absolute_error: 357.1059
Epoch 119/500
148/148 [==============================] - 0s 68us/step - loss: 84739.4394 - mean_absolute_error: 249.9318 - val_loss: 142390.5663 - val_mean_absolute_error: 356.8146
Epoch 120/500
148/148 [==============================] - 0s 54us/step - loss: 84585.9105 - mean_absolute_error: 249.7026 - val_loss: 142143.7075 - val_mean_absolute_error: 356.4998
Epoch 121/500
148/148 [==============================] - 0s 61us/step - loss: 84423.8440 - mean_absolute_error: 249.4590 - val_loss: 141866.4250 - val_mean_absolute_error: 356.1499
Epoch 122/500
148/148 [==============================] - 0s 54us/step - loss: 84252.5000 - mean_absolute_error: 249.2036 - val_loss: 141633.7375 - val_mean_absolute_error: 355.8537
Epoch 123/500
148/148 [==============================] - 0s 81us/step - loss: 84099.3384 - mean_absolute_error: 248.9737 - val_loss: 141418.6856 - val_mean_absolute_error: 355.5795
Epoch 124/500
148/148 [==============================] - 0s 61us/step - loss: 83957.1981 - mean_absolute_error: 248.7583 - val_loss: 141141.6031 - val_mean_absolute_error: 355.2256
Epoch 125/500
148/148 [==============================] - 0s 54us/step - loss: 83776.6985 - mean_absolute_error: 248.4881 - val_loss: 140887.7219 - val_mean_absolute_error: 354.9029
Epoch 126/500
148/148 [==============================] - 0s 61us/step - loss: 83605.8894 - mean_absolute_error: 248.2295 - val_loss: 140607.0500 - val_mean_absolute_error: 354.5444
Epoch 127/500
148/148 [==============================] - 0s 74us/step - loss: 83426.5101 - mean_absolute_error: 247.9561 - val_loss: 140313.7825 - val_mean_absolute_error: 354.1694
Epoch 128/500
148/148 [==============================] - 0s 54us/step - loss: 83238.2882 - mean_absolute_error: 247.6719 - val_loss: 140038.5344 - val_mean_absolute_error: 353.8163
Epoch 129/500
148/148 [==============================] - 0s 88us/step - loss: 83066.6220 - mean_absolute_error: 247.4099 - val_loss: 139789.1913 - val_mean_absolute_error: 353.4985
Epoch 130/500
148/148 [==============================] - 0s 68us/step - loss: 82912.0534 - mean_absolute_error: 247.1776 - val_loss: 139516.2894 - val_mean_absolute_error: 353.1473
Epoch 131/500
148/148 [==============================] - 0s 74us/step - loss: 82744.1162 - mean_absolute_error: 246.9186 - val_loss: 139285.7263 - val_mean_absolute_error: 352.8498
Epoch 132/500
148/148 [==============================] - 0s 74us/step - loss: 82584.5840 - mean_absolute_error: 246.6746 - val_loss: 138992.0787 - val_mean_absolute_error: 352.4730
Epoch 133/500
148/148 [==============================] - 0s 68us/step - loss: 82397.8016 - mean_absolute_error: 246.3901 - val_loss: 138754.4900 - val_mean_absolute_error: 352.1638
Epoch 134/500
148/148 [==============================] - 0s 74us/step - loss: 82235.7821 - mean_absolute_error: 246.1395 - val_loss: 138493.1019 - val_mean_absolute_error: 351.8232
Epoch 135/500
148/148 [==============================] - 0s 74us/step - loss: 82065.1053 - mean_absolute_error: 245.8727 - val_loss: 138260.6981 - val_mean_absolute_error: 351.5205
Epoch 136/500
148/148 [==============================] - 0s 74us/step - loss: 81904.8974 - mean_absolute_error: 245.6259 - val_loss: 137973.0806 - val_mean_absolute_error: 351.1485
Epoch 137/500
148/148 [==============================] - 0s 61us/step - loss: 81715.0416 - mean_absolute_error: 245.3337 - val_loss: 137644.6681 - val_mean_absolute_error: 350.7251
Epoch 138/500
148/148 [==============================] - 0s 54us/step - loss: 81517.0828 - mean_absolute_error: 245.0313 - val_loss: 137359.7269 - val_mean_absolute_error: 350.3548
Epoch 139/500
148/148 [==============================] - 0s 68us/step - loss: 81333.8716 - mean_absolute_error: 244.7496 - val_loss: 137060.7856 - val_mean_absolute_error: 349.9675
Epoch 140/500
148/148 [==============================] - 0s 68us/step - loss: 81143.7461 - mean_absolute_error: 244.4543 - val_loss: 136815.3687 - val_mean_absolute_error: 349.6470
Epoch 141/500
148/148 [==============================] - 0s 68us/step - loss: 80985.9616 - mean_absolute_error: 244.2086 - val_loss: 136526.4062 - val_mean_absolute_error: 349.2677
Epoch 142/500
148/148 [==============================] - 0s 74us/step - loss: 80797.7228 - mean_absolute_error: 243.9142 - val_loss: 136224.9488 - val_mean_absolute_error: 348.8749
Epoch 143/500
148/148 [==============================] - 0s 68us/step - loss: 80602.6531 - mean_absolute_error: 243.6091 - val_loss: 135971.5250 - val_mean_absolute_error: 348.5431
Epoch 144/500
148/148 [==============================] - 0s 54us/step - loss: 80438.1846 - mean_absolute_error: 243.3554 - val_loss: 135702.2100 - val_mean_absolute_error: 348.1867
Epoch 145/500
148/148 [==============================] - 0s 68us/step - loss: 80257.2027 - mean_absolute_error: 243.0688 - val_loss: 135464.3269 - val_mean_absolute_error: 347.8745
Epoch 146/500
148/148 [==============================] - 0s 47us/step - loss: 80096.8606 - mean_absolute_error: 242.8198 - val_loss: 135164.6544 - val_mean_absolute_error: 347.4771
Epoch 147/500
148/148 [==============================] - 0s 74us/step - loss: 79901.5785 - mean_absolute_error: 242.5092 - val_loss: 134847.9850 - val_mean_absolute_error: 347.0626
Epoch 148/500
148/148 [==============================] - 0s 68us/step - loss: 79702.3412 - mean_absolute_error: 242.2018 - val_loss: 134603.6050 - val_mean_absolute_error: 346.7368
Epoch 149/500
148/148 [==============================] - 0s 47us/step - loss: 79535.9847 - mean_absolute_error: 241.9355 - val_loss: 134335.5388 - val_mean_absolute_error: 346.3831
Epoch 150/500
148/148 [==============================] - 0s 61us/step - loss: 79347.8773 - mean_absolute_error: 241.6424 - val_loss: 133993.2631 - val_mean_absolute_error: 345.9332
Epoch 151/500
148/148 [==============================] - 0s 54us/step - loss: 79124.7908 - mean_absolute_error: 241.2933 - val_loss: 133657.9306 - val_mean_absolute_error: 345.4895
Epoch 152/500
148/148 [==============================] - 0s 68us/step - loss: 78913.6253 - mean_absolute_error: 240.9614 - val_loss: 133384.4262 - val_mean_absolute_error: 345.1273
Epoch 153/500
148/148 [==============================] - 0s 54us/step - loss: 78730.9715 - mean_absolute_error: 240.6750 - val_loss: 133090.0019 - val_mean_absolute_error: 344.7381
Epoch 154/500
148/148 [==============================] - 0s 61us/step - loss: 78546.3828 - mean_absolute_error: 240.3834 - val_loss: 132785.3700 - val_mean_absolute_error: 344.3312
Epoch 155/500
148/148 [==============================] - 0s 68us/step - loss: 78344.8959 - mean_absolute_error: 240.0635 - val_loss: 132463.9062 - val_mean_absolute_error: 343.9058
Epoch 156/500
148/148 [==============================] - 0s 61us/step - loss: 78139.8315 - mean_absolute_error: 239.7373 - val_loss: 132168.3169 - val_mean_absolute_error: 343.5096
Epoch 157/500
148/148 [==============================] - 0s 68us/step - loss: 77941.3937 - mean_absolute_error: 239.4174 - val_loss: 131870.1856 - val_mean_absolute_error: 343.1104
Epoch 158/500
148/148 [==============================] - 0s 61us/step - loss: 77748.3360 - mean_absolute_error: 239.1102 - val_loss: 131577.1700 - val_mean_absolute_error: 342.7206
Epoch 159/500
148/148 [==============================] - 0s 61us/step - loss: 77552.8157 - mean_absolute_error: 238.7991 - val_loss: 131233.9025 - val_mean_absolute_error: 342.2599
Epoch 160/500
148/148 [==============================] - 0s 61us/step - loss: 77329.2823 - mean_absolute_error: 238.4407 - val_loss: 130895.0469 - val_mean_absolute_error: 341.8064
Epoch 161/500
148/148 [==============================] - 0s 47us/step - loss: 77111.1081 - mean_absolute_error: 238.0868 - val_loss: 130588.0338 - val_mean_absolute_error: 341.3918
Epoch 162/500
148/148 [==============================] - 0s 74us/step - loss: 76910.4027 - mean_absolute_error: 237.7659 - val_loss: 130221.3188 - val_mean_absolute_error: 340.9021
Epoch 163/500
148/148 [==============================] - 0s 68us/step - loss: 76685.7460 - mean_absolute_error: 237.4056 - val_loss: 129942.6288 - val_mean_absolute_error: 340.5286
Epoch 164/500
148/148 [==============================] - 0s 54us/step - loss: 76495.0144 - mean_absolute_error: 237.0994 - val_loss: 129604.6469 - val_mean_absolute_error: 340.0739
Epoch 165/500
148/148 [==============================] - 0s 68us/step - loss: 76282.7706 - mean_absolute_error: 236.7591 - val_loss: 129324.9644 - val_mean_absolute_error: 339.6974
Epoch 166/500
148/148 [==============================] - 0s 54us/step - loss: 76089.1188 - mean_absolute_error: 236.4494 - val_loss: 129036.0156 - val_mean_absolute_error: 339.3063
Epoch 167/500
148/148 [==============================] - 0s 68us/step - loss: 75900.8053 - mean_absolute_error: 236.1426 - val_loss: 128676.0800 - val_mean_absolute_error: 338.8211
Epoch 168/500
148/148 [==============================] - 0s 61us/step - loss: 75668.4086 - mean_absolute_error: 235.7632 - val_loss: 128357.9888 - val_mean_absolute_error: 338.3894
Epoch 169/500
148/148 [==============================] - 0s 61us/step - loss: 75464.8450 - mean_absolute_error: 235.4293 - val_loss: 128027.5550 - val_mean_absolute_error: 337.9445
Epoch 170/500
148/148 [==============================] - 0s 68us/step - loss: 75255.6362 - mean_absolute_error: 235.0891 - val_loss: 127670.1931 - val_mean_absolute_error: 337.4607
Epoch 171/500
148/148 [==============================] - 0s 61us/step - loss: 75031.6764 - mean_absolute_error: 234.7260 - val_loss: 127388.1831 - val_mean_absolute_error: 337.0775
Epoch 172/500
148/148 [==============================] - 0s 68us/step - loss: 74846.3447 - mean_absolute_error: 234.4256 - val_loss: 126979.7894 - val_mean_absolute_error: 336.5248
Epoch 173/500
148/148 [==============================] - 0s 61us/step - loss: 74595.7751 - mean_absolute_error: 234.0207 - val_loss: 126703.3094 - val_mean_absolute_error: 336.1478
Epoch 174/500
148/148 [==============================] - 0s 54us/step - loss: 74410.5564 - mean_absolute_error: 233.7207 - val_loss: 126373.4344 - val_mean_absolute_error: 335.7026
Epoch 175/500
148/148 [==============================] - 0s 61us/step - loss: 74204.1568 - mean_absolute_error: 233.3863 - val_loss: 126039.0506 - val_mean_absolute_error: 335.2478
Epoch 176/500
148/148 [==============================] - 0s 54us/step - loss: 73986.6193 - mean_absolute_error: 233.0328 - val_loss: 125720.0644 - val_mean_absolute_error: 334.8128
Epoch 177/500
148/148 [==============================] - 0s 74us/step - loss: 73786.1501 - mean_absolute_error: 232.6991 - val_loss: 125356.4625 - val_mean_absolute_error: 334.3125
Epoch 178/500
148/148 [==============================] - 0s 61us/step - loss: 73547.6288 - mean_absolute_error: 232.3045 - val_loss: 125029.0612 - val_mean_absolute_error: 333.8590
Epoch 179/500
148/148 [==============================] - 0s 54us/step - loss: 73338.5131 - mean_absolute_error: 231.9547 - val_loss: 124669.4294 - val_mean_absolute_error: 333.3607
Epoch 180/500
148/148 [==============================] - 0s 68us/step - loss: 73112.3676 - mean_absolute_error: 231.5770 - val_loss: 124296.2850 - val_mean_absolute_error: 332.8485
Epoch 181/500
148/148 [==============================] - 0s 61us/step - loss: 72880.6140 - mean_absolute_error: 231.1936 - val_loss: 123962.6875 - val_mean_absolute_error: 332.3860
Epoch 182/500
148/148 [==============================] - 0s 54us/step - loss: 72657.6810 - mean_absolute_error: 230.8223 - val_loss: 123608.6994 - val_mean_absolute_error: 331.8952
Epoch 183/500
148/148 [==============================] - 0s 61us/step - loss: 72437.1967 - mean_absolute_error: 230.4557 - val_loss: 123329.7881 - val_mean_absolute_error: 331.5065
Epoch 184/500
148/148 [==============================] - 0s 47us/step - loss: 72250.3082 - mean_absolute_error: 230.1419 - val_loss: 123024.0638 - val_mean_absolute_error: 331.0793
Epoch 185/500
148/148 [==============================] - 0s 61us/step - loss: 72049.9378 - mean_absolute_error: 229.8018 - val_loss: 122682.3419 - val_mean_absolute_error: 330.6031
Epoch 186/500
148/148 [==============================] - 0s 54us/step - loss: 71826.8108 - mean_absolute_error: 229.4311 - val_loss: 122307.1119 - val_mean_absolute_error: 330.0790
Epoch 187/500
148/148 [==============================] - 0s 68us/step - loss: 71585.9018 - mean_absolute_error: 229.0183 - val_loss: 121946.4312 - val_mean_absolute_error: 329.5736
Epoch 188/500
148/148 [==============================] - 0s 54us/step - loss: 71348.7705 - mean_absolute_error: 228.6181 - val_loss: 121596.3194 - val_mean_absolute_error: 329.0880
Epoch 189/500
148/148 [==============================] - 0s 61us/step - loss: 71116.7696 - mean_absolute_error: 228.2315 - val_loss: 121203.4219 - val_mean_absolute_error: 328.5325
Epoch 190/500
148/148 [==============================] - 0s 74us/step - loss: 70873.4932 - mean_absolute_error: 227.8144 - val_loss: 120822.0931 - val_mean_absolute_error: 328.0003
Epoch 191/500
148/148 [==============================] - 0s 61us/step - loss: 70634.5255 - mean_absolute_error: 227.4141 - val_loss: 120475.4625 - val_mean_absolute_error: 327.5143
Epoch 192/500
148/148 [==============================] - 0s 81us/step - loss: 70408.5996 - mean_absolute_error: 227.0275 - val_loss: 120107.3125 - val_mean_absolute_error: 326.9989
Epoch 193/500
148/148 [==============================] - 0s 74us/step - loss: 70174.2421 - mean_absolute_error: 226.6291 - val_loss: 119785.4138 - val_mean_absolute_error: 326.5415
Epoch 194/500
148/148 [==============================] - 0s 81us/step - loss: 69963.9620 - mean_absolute_error: 226.2669 - val_loss: 119403.9444 - val_mean_absolute_error: 325.9997
Epoch 195/500
148/148 [==============================] - 0s 68us/step - loss: 69719.4838 - mean_absolute_error: 225.8407 - val_loss: 119046.3300 - val_mean_absolute_error: 325.4890
Epoch 196/500
148/148 [==============================] - 0s 88us/step - loss: 69492.9749 - mean_absolute_error: 225.4483 - val_loss: 118666.0900 - val_mean_absolute_error: 324.9504
Epoch 197/500
148/148 [==============================] - 0s 88us/step - loss: 69250.0126 - mean_absolute_error: 225.0270 - val_loss: 118329.9219 - val_mean_absolute_error: 324.4734
Epoch 198/500
148/148 [==============================] - 0s 74us/step - loss: 69027.8048 - mean_absolute_error: 224.6507 - val_loss: 117933.4119 - val_mean_absolute_error: 323.9079
Epoch 199/500
148/148 [==============================] - 0s 81us/step - loss: 68771.4177 - mean_absolute_error: 224.2062 - val_loss: 117546.5388 - val_mean_absolute_error: 323.3512
Epoch 200/500
148/148 [==============================] - 0s 81us/step - loss: 68519.9927 - mean_absolute_error: 223.7645 - val_loss: 117147.9256 - val_mean_absolute_error: 322.7804
Epoch 201/500
148/148 [==============================] - 0s 68us/step - loss: 68266.6026 - mean_absolute_error: 223.3206 - val_loss: 116755.8212 - val_mean_absolute_error: 322.2191
Epoch 202/500
148/148 [==============================] - 0s 81us/step - loss: 68014.0164 - mean_absolute_error: 222.8851 - val_loss: 116407.5975 - val_mean_absolute_error: 321.7165
Epoch 203/500
148/148 [==============================] - 0s 68us/step - loss: 67783.7521 - mean_absolute_error: 222.4765 - val_loss: 116056.2331 - val_mean_absolute_error: 321.2036
Epoch 204/500
148/148 [==============================] - 0s 68us/step - loss: 67555.4493 - mean_absolute_error: 222.0663 - val_loss: 115732.5788 - val_mean_absolute_error: 320.7324
Epoch 205/500
148/148 [==============================] - 0s 81us/step - loss: 67344.3137 - mean_absolute_error: 221.6938 - val_loss: 115362.1337 - val_mean_absolute_error: 320.1962
Epoch 206/500
148/148 [==============================] - 0s 81us/step - loss: 67098.2242 - mean_absolute_error: 221.2646 - val_loss: 114911.9125 - val_mean_absolute_error: 319.5444
Epoch 207/500
148/148 [==============================] - 0s 61us/step - loss: 66828.6533 - mean_absolute_error: 220.7886 - val_loss: 114490.7000 - val_mean_absolute_error: 318.9337
Epoch 208/500
148/148 [==============================] - 0s 81us/step - loss: 66575.1949 - mean_absolute_error: 220.3419 - val_loss: 114167.8513 - val_mean_absolute_error: 318.4601
Epoch 209/500
148/148 [==============================] - 0s 68us/step - loss: 66359.1362 - mean_absolute_error: 219.9505 - val_loss: 113845.9650 - val_mean_absolute_error: 317.9864
Epoch 210/500
148/148 [==============================] - 0s 74us/step - loss: 66144.3279 - mean_absolute_error: 219.5671 - val_loss: 113504.2794 - val_mean_absolute_error: 317.4852
Epoch 211/500
148/148 [==============================] - 0s 74us/step - loss: 65918.8219 - mean_absolute_error: 219.1578 - val_loss: 113083.4050 - val_mean_absolute_error: 316.8699
Epoch 212/500
148/148 [==============================] - 0s 81us/step - loss: 65664.1289 - mean_absolute_error: 218.6998 - val_loss: 112680.7594 - val_mean_absolute_error: 316.2780
Epoch 213/500
148/148 [==============================] - 0s 88us/step - loss: 65411.9963 - mean_absolute_error: 218.2505 - val_loss: 112397.5475 - val_mean_absolute_error: 315.8607
Epoch 214/500
148/148 [==============================] - 0s 74us/step - loss: 65216.7937 - mean_absolute_error: 217.9015 - val_loss: 111998.6144 - val_mean_absolute_error: 315.2736
Epoch 215/500
148/148 [==============================] - 0s 61us/step - loss: 64967.6652 - mean_absolute_error: 217.4484 - val_loss: 111655.3194 - val_mean_absolute_error: 314.7677
Epoch 216/500
148/148 [==============================] - 0s 61us/step - loss: 64740.1380 - mean_absolute_error: 217.0371 - val_loss: 111244.4212 - val_mean_absolute_error: 314.1589
Epoch 217/500
148/148 [==============================] - 0s 68us/step - loss: 64480.6287 - mean_absolute_error: 216.5630 - val_loss: 110871.9919 - val_mean_absolute_error: 313.6014
Epoch 218/500
148/148 [==============================] - 0s 54us/step - loss: 64235.7215 - mean_absolute_error: 216.1204 - val_loss: 110467.1150 - val_mean_absolute_error: 312.9959
Epoch 219/500
148/148 [==============================] - 0s 68us/step - loss: 63978.6061 - mean_absolute_error: 215.6447 - val_loss: 110063.7994 - val_mean_absolute_error: 312.4063
Epoch 220/500
148/148 [==============================] - 0s 68us/step - loss: 63718.9208 - mean_absolute_error: 215.1696 - val_loss: 109659.7088 - val_mean_absolute_error: 311.8152
Epoch 221/500
148/148 [==============================] - 0s 61us/step - loss: 63460.7326 - mean_absolute_error: 214.6967 - val_loss: 109255.0306 - val_mean_absolute_error: 311.2179
Epoch 222/500
148/148 [==============================] - 0s 74us/step - loss: 63218.6100 - mean_absolute_error: 214.2448 - val_loss: 108845.7175 - val_mean_absolute_error: 310.6195
Epoch 223/500
148/148 [==============================] - 0s 61us/step - loss: 62967.1201 - mean_absolute_error: 213.7934 - val_loss: 108467.1025 - val_mean_absolute_error: 310.0587
Epoch 224/500
148/148 [==============================] - 0s 74us/step - loss: 62722.3697 - mean_absolute_error: 213.3448 - val_loss: 108106.3862 - val_mean_absolute_error: 309.5193
Epoch 225/500
148/148 [==============================] - 0s 61us/step - loss: 62483.7240 - mean_absolute_error: 212.9006 - val_loss: 107680.0712 - val_mean_absolute_error: 308.8854
Epoch 226/500
148/148 [==============================] - 0s 68us/step - loss: 62214.8378 - mean_absolute_error: 212.4000 - val_loss: 107323.4869 - val_mean_absolute_error: 308.3540
Epoch 227/500
148/148 [==============================] - 0s 74us/step - loss: 61991.1660 - mean_absolute_error: 211.9855 - val_loss: 106905.7944 - val_mean_absolute_error: 307.7326
Epoch 228/500
148/148 [==============================] - 0s 61us/step - loss: 61734.4726 - mean_absolute_error: 211.5067 - val_loss: 106562.6487 - val_mean_absolute_error: 307.2165
Epoch 229/500
148/148 [==============================] - 0s 88us/step - loss: 61501.9510 - mean_absolute_error: 211.0733 - val_loss: 106139.1831 - val_mean_absolute_error: 306.5813
Epoch 230/500
148/148 [==============================] - 0s 88us/step - loss: 61234.2975 - mean_absolute_error: 210.5673 - val_loss: 105722.5269 - val_mean_absolute_error: 305.9532
Epoch 231/500
148/148 [==============================] - 0s 74us/step - loss: 60987.1947 - mean_absolute_error: 210.1061 - val_loss: 105268.2644 - val_mean_absolute_error: 305.2696
Epoch 232/500
148/148 [==============================] - 0s 68us/step - loss: 60711.6122 - mean_absolute_error: 209.5841 - val_loss: 104914.9750 - val_mean_absolute_error: 304.7285
Epoch 233/500
148/148 [==============================] - 0s 74us/step - loss: 60484.5971 - mean_absolute_error: 209.1527 - val_loss: 104567.8175 - val_mean_absolute_error: 304.1985
Epoch 234/500
148/148 [==============================] - ETA: 0s - loss: 53976.3320 - mean_absolute_error: 193.638 - 0s 61us/step - loss: 60268.8281 - mean_absolute_error: 208.7356 - val_loss: 104152.5756 - val_mean_absolute_error: 303.5700
Epoch 235/500
148/148 [==============================] - 0s 68us/step - loss: 60009.6250 - mean_absolute_error: 208.2448 - val_loss: 103775.8944 - val_mean_absolute_error: 302.9928
Epoch 236/500
148/148 [==============================] - 0s 68us/step - loss: 59769.7612 - mean_absolute_error: 207.7893 - val_loss: 103344.6131 - val_mean_absolute_error: 302.3257
Epoch 237/500
148/148 [==============================] - 0s 68us/step - loss: 59502.2934 - mean_absolute_error: 207.2720 - val_loss: 102900.9731 - val_mean_absolute_error: 301.6494
Epoch 238/500
148/148 [==============================] - 0s 68us/step - loss: 59233.7120 - mean_absolute_error: 206.7604 - val_loss: 102543.1100 - val_mean_absolute_error: 301.0931
Epoch 239/500
148/148 [==============================] - 0s 74us/step - loss: 59006.9471 - mean_absolute_error: 206.3252 - val_loss: 102112.7088 - val_mean_absolute_error: 300.4288
Epoch 240/500
148/148 [==============================] - 0s 95us/step - loss: 58749.3746 - mean_absolute_error: 205.8199 - val_loss: 101746.9944 - val_mean_absolute_error: 299.8682
Epoch 241/500
148/148 [==============================] - 0s 101us/step - loss: 58531.2476 - mean_absolute_error: 205.3999 - val_loss: 101398.8925 - val_mean_absolute_error: 299.3287
Epoch 242/500
148/148 [==============================] - 0s 88us/step - loss: 58302.7204 - mean_absolute_error: 204.9572 - val_loss: 100996.2119 - val_mean_absolute_error: 298.7068
Epoch 243/500
148/148 [==============================] - 0s 74us/step - loss: 58042.3862 - mean_absolute_error: 204.4439 - val_loss: 100549.4531 - val_mean_absolute_error: 298.0117
Epoch 244/500
148/148 [==============================] - 0s 95us/step - loss: 57761.0045 - mean_absolute_error: 203.8975 - val_loss: 100135.2250 - val_mean_absolute_error: 297.3645
Epoch 245/500
148/148 [==============================] - 0s 74us/step - loss: 57496.7075 - mean_absolute_error: 203.3808 - val_loss: 99755.1531 - val_mean_absolute_error: 296.7625
Epoch 246/500
148/148 [==============================] - 0s 81us/step - loss: 57256.2828 - mean_absolute_error: 202.8987 - val_loss: 99413.9238 - val_mean_absolute_error: 296.2229
Epoch 247/500
148/148 [==============================] - 0s 74us/step - loss: 57034.3440 - mean_absolute_error: 202.4525 - val_loss: 99036.9650 - val_mean_absolute_error: 295.6306
Epoch 248/500
148/148 [==============================] - 0s 68us/step - loss: 56804.4413 - mean_absolute_error: 201.9972 - val_loss: 98651.8856 - val_mean_absolute_error: 295.0203
Epoch 249/500
148/148 [==============================] - 0s 209us/step - loss: 56541.5547 - mean_absolute_error: 201.4739 - val_loss: 98193.5538 - val_mean_absolute_error: 294.2902
Epoch 250/500
148/148 [==============================] - 0s 115us/step - loss: 56253.0409 - mean_absolute_error: 200.8936 - val_loss: 97779.1094 - val_mean_absolute_error: 293.6303
Epoch 251/500
148/148 [==============================] - 0s 95us/step - loss: 55991.6658 - mean_absolute_error: 200.3687 - val_loss: 97362.6669 - val_mean_absolute_error: 292.9713
Epoch 252/500
148/148 [==============================] - 0s 81us/step - loss: 55727.9325 - mean_absolute_error: 199.8477 - val_loss: 96982.8963 - val_mean_absolute_error: 292.3633
Epoch 253/500
148/148 [==============================] - 0s 74us/step - loss: 55481.6767 - mean_absolute_error: 199.3540 - val_loss: 96562.0650 - val_mean_absolute_error: 291.6908
Epoch 254/500
148/148 [==============================] - 0s 74us/step - loss: 55212.5024 - mean_absolute_error: 198.8029 - val_loss: 96154.7481 - val_mean_absolute_error: 291.0283
Epoch 255/500
148/148 [==============================] - 0s 68us/step - loss: 54948.7864 - mean_absolute_error: 198.2661 - val_loss: 95701.2497 - val_mean_absolute_error: 290.2962
Epoch 256/500
148/148 [==============================] - 0s 68us/step - loss: 54664.9495 - mean_absolute_error: 197.6845 - val_loss: 95274.4772 - val_mean_absolute_error: 289.6074
Epoch 257/500
148/148 [==============================] - 0s 128us/step - loss: 54406.3404 - mean_absolute_error: 197.1567 - val_loss: 94905.2634 - val_mean_absolute_error: 289.0123
Epoch 258/500
148/148 [==============================] - 0s 81us/step - loss: 54162.3972 - mean_absolute_error: 196.6577 - val_loss: 94537.0803 - val_mean_absolute_error: 288.4111
Epoch 259/500
148/148 [==============================] - 0s 74us/step - loss: 53927.3237 - mean_absolute_error: 196.1738 - val_loss: 94183.8481 - val_mean_absolute_error: 287.8306
Epoch 260/500
148/148 [==============================] - 0s 74us/step - loss: 53700.5931 - mean_absolute_error: 195.7003 - val_loss: 93731.5909 - val_mean_absolute_error: 287.0984
Epoch 261/500
148/148 [==============================] - 0s 81us/step - loss: 53428.2155 - mean_absolute_error: 195.1343 - val_loss: 93307.2009 - val_mean_absolute_error: 286.3982
Epoch 262/500
148/148 [==============================] - 0s 81us/step - loss: 53166.0058 - mean_absolute_error: 194.5877 - val_loss: 92867.5378 - val_mean_absolute_error: 285.6765
Epoch 263/500
148/148 [==============================] - 0s 74us/step - loss: 52894.7572 - mean_absolute_error: 194.0176 - val_loss: 92466.3466 - val_mean_absolute_error: 285.0111
Epoch 264/500
148/148 [==============================] - 0s 74us/step - loss: 52638.6064 - mean_absolute_error: 193.4700 - val_loss: 92105.3547 - val_mean_absolute_error: 284.4117
Epoch 265/500
148/148 [==============================] - 0s 74us/step - loss: 52402.0015 - mean_absolute_error: 192.9695 - val_loss: 91725.3056 - val_mean_absolute_error: 283.7817
Epoch 266/500
148/148 [==============================] - 0s 61us/step - loss: 52150.5296 - mean_absolute_error: 192.4422 - val_loss: 91347.1891 - val_mean_absolute_error: 283.1531
Epoch 267/500
148/148 [==============================] - 0s 68us/step - loss: 51914.5831 - mean_absolute_error: 191.9434 - val_loss: 91004.0741 - val_mean_absolute_error: 282.5837
Epoch 268/500
148/148 [==============================] - 0s 61us/step - loss: 51692.4154 - mean_absolute_error: 191.4687 - val_loss: 90596.0003 - val_mean_absolute_error: 281.9071
Epoch 269/500
148/148 [==============================] - 0s 61us/step - loss: 51436.8701 - mean_absolute_error: 190.9261 - val_loss: 90156.6225 - val_mean_absolute_error: 281.1876
Epoch 270/500
148/148 [==============================] - 0s 68us/step - loss: 51176.0941 - mean_absolute_error: 190.3725 - val_loss: 89721.2875 - val_mean_absolute_error: 280.4578
Epoch 271/500
148/148 [==============================] - 0s 61us/step - loss: 50901.2471 - mean_absolute_error: 189.7852 - val_loss: 89249.9397 - val_mean_absolute_error: 279.6678
Epoch 272/500
148/148 [==============================] - 0s 68us/step - loss: 50612.1120 - mean_absolute_error: 189.1557 - val_loss: 88824.7297 - val_mean_absolute_error: 278.9513
Epoch 273/500
148/148 [==============================] - 0s 74us/step - loss: 50364.3927 - mean_absolute_error: 188.6208 - val_loss: 88391.6225 - val_mean_absolute_error: 278.2250
Epoch 274/500
148/148 [==============================] - 0s 61us/step - loss: 50102.2925 - mean_absolute_error: 188.0352 - val_loss: 88026.8572 - val_mean_absolute_error: 277.6032
Epoch 275/500
148/148 [==============================] - 0s 61us/step - loss: 49880.7242 - mean_absolute_error: 187.5395 - val_loss: 87611.9328 - val_mean_absolute_error: 276.9013
Epoch 276/500
148/148 [==============================] - 0s 68us/step - loss: 49630.8552 - mean_absolute_error: 186.9920 - val_loss: 87205.9106 - val_mean_absolute_error: 276.2037
Epoch 277/500
148/148 [==============================] - 0s 68us/step - loss: 49375.1939 - mean_absolute_error: 186.4221 - val_loss: 86761.5213 - val_mean_absolute_error: 275.4437
Epoch 278/500
148/148 [==============================] - 0s 68us/step - loss: 49098.1868 - mean_absolute_error: 185.8115 - val_loss: 86393.3813 - val_mean_absolute_error: 274.8109
Epoch 279/500
148/148 [==============================] - 0s 68us/step - loss: 48855.6416 - mean_absolute_error: 185.2708 - val_loss: 85945.5603 - val_mean_absolute_error: 274.0462
Epoch 280/500
148/148 [==============================] - 0s 81us/step - loss: 48602.8197 - mean_absolute_error: 184.7035 - val_loss: 85512.9656 - val_mean_absolute_error: 273.2997
Epoch 281/500
148/148 [==============================] - 0s 68us/step - loss: 48338.5647 - mean_absolute_error: 184.1097 - val_loss: 85119.0712 - val_mean_absolute_error: 272.6190
Epoch 282/500
148/148 [==============================] - 0s 74us/step - loss: 48095.7595 - mean_absolute_error: 183.5684 - val_loss: 84709.5650 - val_mean_absolute_error: 271.9039
Epoch 283/500
148/148 [==============================] - 0s 81us/step - loss: 47838.4335 - mean_absolute_error: 182.9827 - val_loss: 84247.6528 - val_mean_absolute_error: 271.0905
Epoch 284/500
148/148 [==============================] - 0s 74us/step - loss: 47559.0803 - mean_absolute_error: 182.3333 - val_loss: 83813.1256 - val_mean_absolute_error: 270.3420
Epoch 285/500
148/148 [==============================] - 0s 74us/step - loss: 47308.8726 - mean_absolute_error: 181.7714 - val_loss: 83377.9309 - val_mean_absolute_error: 269.5836
Epoch 286/500
148/148 [==============================] - 0s 61us/step - loss: 47049.1496 - mean_absolute_error: 181.1878 - val_loss: 82911.4138 - val_mean_absolute_error: 268.7589
Epoch 287/500
148/148 [==============================] - 0s 88us/step - loss: 46768.3062 - mean_absolute_error: 180.5441 - val_loss: 82556.8772 - val_mean_absolute_error: 268.1306
Epoch 288/500
148/148 [==============================] - 0s 74us/step - loss: 46540.6925 - mean_absolute_error: 180.0152 - val_loss: 82138.0566 - val_mean_absolute_error: 267.3853
Epoch 289/500
148/148 [==============================] - 0s 74us/step - loss: 46279.5122 - mean_absolute_error: 179.4067 - val_loss: 81738.5988 - val_mean_absolute_error: 266.6743
Epoch 290/500
148/148 [==============================] - 0s 95us/step - loss: 46028.7211 - mean_absolute_error: 178.8312 - val_loss: 81329.5000 - val_mean_absolute_error: 265.9507
Epoch 291/500
148/148 [==============================] - 0s 81us/step - loss: 45799.4917 - mean_absolute_error: 178.2946 - val_loss: 80926.9984 - val_mean_absolute_error: 265.2425
Epoch 292/500
148/148 [==============================] - 0s 74us/step - loss: 45572.3976 - mean_absolute_error: 177.7780 - val_loss: 80490.1844 - val_mean_absolute_error: 264.4587
Epoch 293/500
148/148 [==============================] - 0s 61us/step - loss: 45313.6743 - mean_absolute_error: 177.1703 - val_loss: 80053.3169 - val_mean_absolute_error: 263.6668
Epoch 294/500
148/148 [==============================] - 0s 88us/step - loss: 45059.1519 - mean_absolute_error: 176.5554 - val_loss: 79576.6206 - val_mean_absolute_error: 262.8017
Epoch 295/500
148/148 [==============================] - 0s 68us/step - loss: 44782.3200 - mean_absolute_error: 175.8964 - val_loss: 79217.4047 - val_mean_absolute_error: 262.1478
Epoch 296/500
148/148 [==============================] - 0s 81us/step - loss: 44544.5156 - mean_absolute_error: 175.3333 - val_loss: 78772.9847 - val_mean_absolute_error: 261.3352
Epoch 297/500
148/148 [==============================] - 0s 74us/step - loss: 44286.5529 - mean_absolute_error: 174.7132 - val_loss: 78360.6569 - val_mean_absolute_error: 260.5836
Epoch 298/500
148/148 [==============================] - 0s 74us/step - loss: 44037.9299 - mean_absolute_error: 174.1279 - val_loss: 77932.5938 - val_mean_absolute_error: 259.7968
Epoch 299/500
148/148 [==============================] - 0s 74us/step - loss: 43780.4228 - mean_absolute_error: 173.5103 - val_loss: 77525.4875 - val_mean_absolute_error: 259.0416
Epoch 300/500
148/148 [==============================] - 0s 81us/step - loss: 43536.6834 - mean_absolute_error: 172.9149 - val_loss: 77077.9228 - val_mean_absolute_error: 258.2140
Epoch 301/500
148/148 [==============================] - 0s 68us/step - loss: 43279.3404 - mean_absolute_error: 172.2834 - val_loss: 76725.1078 - val_mean_absolute_error: 257.5498
Epoch 302/500
148/148 [==============================] - 0s 81us/step - loss: 43054.6026 - mean_absolute_error: 171.7304 - val_loss: 76270.9166 - val_mean_absolute_error: 256.6923
Epoch 303/500
148/148 [==============================] - 0s 74us/step - loss: 42785.8801 - mean_absolute_error: 171.0604 - val_loss: 75896.7850 - val_mean_absolute_error: 255.9888
Epoch 304/500
148/148 [==============================] - 0s 74us/step - loss: 42558.3169 - mean_absolute_error: 170.4881 - val_loss: 75469.8237 - val_mean_absolute_error: 255.1773
Epoch 305/500
148/148 [==============================] - 0s 74us/step - loss: 42300.6065 - mean_absolute_error: 169.8491 - val_loss: 75010.5625 - val_mean_absolute_error: 254.3150
Epoch 306/500
148/148 [==============================] - 0s 88us/step - loss: 42041.4648 - mean_absolute_error: 169.2092 - val_loss: 74556.7316 - val_mean_absolute_error: 253.4517
Epoch 307/500
148/148 [==============================] - 0s 81us/step - loss: 41781.6459 - mean_absolute_error: 168.5454 - val_loss: 74188.4034 - val_mean_absolute_error: 252.7446
Epoch 308/500
148/148 [==============================] - 0s 74us/step - loss: 41555.5003 - mean_absolute_error: 167.9647 - val_loss: 73829.1156 - val_mean_absolute_error: 252.0488
Epoch 309/500
148/148 [==============================] - 0s 68us/step - loss: 41339.6935 - mean_absolute_error: 167.4095 - val_loss: 73391.0003 - val_mean_absolute_error: 251.1935
Epoch 310/500
148/148 [==============================] - 0s 68us/step - loss: 41076.5993 - mean_absolute_error: 166.7307 - val_loss: 72917.3591 - val_mean_absolute_error: 250.2787
Epoch 311/500
148/148 [==============================] - 0s 95us/step - loss: 40804.2427 - mean_absolute_error: 166.0358 - val_loss: 72525.3394 - val_mean_absolute_error: 249.5201
Epoch 312/500
148/148 [==============================] - 0s 74us/step - loss: 40585.2092 - mean_absolute_error: 165.4645 - val_loss: 72191.0572 - val_mean_absolute_error: 248.8625
Epoch 313/500
148/148 [==============================] - 0s 81us/step - loss: 40385.9452 - mean_absolute_error: 164.9362 - val_loss: 71855.2809 - val_mean_absolute_error: 248.1999
Epoch 314/500
148/148 [==============================] - 0s 68us/step - loss: 40173.1518 - mean_absolute_error: 164.3844 - val_loss: 71419.0213 - val_mean_absolute_error: 247.3466
Epoch 315/500
148/148 [==============================] - 0s 74us/step - loss: 39913.0338 - mean_absolute_error: 163.7061 - val_loss: 70989.2797 - val_mean_absolute_error: 246.4941
Epoch 316/500
148/148 [==============================] - 0s 81us/step - loss: 39652.6055 - mean_absolute_error: 163.0238 - val_loss: 70547.7503 - val_mean_absolute_error: 245.6238
Epoch 317/500
148/148 [==============================] - 0s 74us/step - loss: 39402.6391 - mean_absolute_error: 162.3750 - val_loss: 70153.3850 - val_mean_absolute_error: 244.8330
Epoch 318/500
148/148 [==============================] - 0s 81us/step - loss: 39169.2372 - mean_absolute_error: 161.7470 - val_loss: 69773.6019 - val_mean_absolute_error: 244.0855
Epoch 319/500
148/148 [==============================] - 0s 81us/step - loss: 38956.6277 - mean_absolute_error: 161.1852 - val_loss: 69381.7256 - val_mean_absolute_error: 243.2886
Epoch 320/500
148/148 [==============================] - 0s 74us/step - loss: 38721.4418 - mean_absolute_error: 160.5309 - val_loss: 68995.9597 - val_mean_absolute_error: 242.5069
Epoch 321/500
148/148 [==============================] - 0s 74us/step - loss: 38499.2253 - mean_absolute_error: 159.9193 - val_loss: 68585.3684 - val_mean_absolute_error: 241.6753
Epoch 322/500
148/148 [==============================] - 0s 74us/step - loss: 38254.0841 - mean_absolute_error: 159.2770 - val_loss: 68177.4616 - val_mean_absolute_error: 240.8380
Epoch 323/500
148/148 [==============================] - 0s 88us/step - loss: 38016.2829 - mean_absolute_error: 158.6280 - val_loss: 67772.3831 - val_mean_absolute_error: 240.0062
Epoch 324/500
148/148 [==============================] - 0s 81us/step - loss: 37771.0551 - mean_absolute_error: 157.9690 - val_loss: 67318.1981 - val_mean_absolute_error: 239.0958
Epoch 325/500
148/148 [==============================] - 0s 68us/step - loss: 37528.3522 - mean_absolute_error: 157.3330 - val_loss: 66914.6009 - val_mean_absolute_error: 238.2624
Epoch 326/500
148/148 [==============================] - 0s 81us/step - loss: 37289.3894 - mean_absolute_error: 156.6795 - val_loss: 66526.0541 - val_mean_absolute_error: 237.4454
Epoch 327/500
148/148 [==============================] - 0s 81us/step - loss: 37061.0700 - mean_absolute_error: 156.0400 - val_loss: 66067.4928 - val_mean_absolute_error: 236.4910
Epoch 328/500
148/148 [==============================] - 0s 88us/step - loss: 36800.4846 - mean_absolute_error: 155.3350 - val_loss: 65647.0844 - val_mean_absolute_error: 235.6107
Epoch 329/500
148/148 [==============================] - 0s 88us/step - loss: 36569.5284 - mean_absolute_error: 154.6923 - val_loss: 65257.0663 - val_mean_absolute_error: 234.7896
Epoch 330/500
148/148 [==============================] - 0s 74us/step - loss: 36335.9462 - mean_absolute_error: 154.0391 - val_loss: 64907.8422 - val_mean_absolute_error: 234.0507
Epoch 331/500
148/148 [==============================] - 0s 74us/step - loss: 36130.9922 - mean_absolute_error: 153.4622 - val_loss: 64530.1584 - val_mean_absolute_error: 233.2526
Epoch 332/500
148/148 [==============================] - 0s 81us/step - loss: 35904.9447 - mean_absolute_error: 152.8355 - val_loss: 64068.0850 - val_mean_absolute_error: 232.2760
Epoch 333/500
148/148 [==============================] - 0s 88us/step - loss: 35650.2349 - mean_absolute_error: 152.1136 - val_loss: 63631.2128 - val_mean_absolute_error: 231.3300
Epoch 334/500
148/148 [==============================] - 0s 74us/step - loss: 35400.1206 - mean_absolute_error: 151.4044 - val_loss: 63232.7772 - val_mean_absolute_error: 230.4732
Epoch 335/500
148/148 [==============================] - 0s 61us/step - loss: 35166.3405 - mean_absolute_error: 150.7318 - val_loss: 62816.1850 - val_mean_absolute_error: 229.5746
Epoch 336/500
148/148 [==============================] - 0s 95us/step - loss: 34924.9454 - mean_absolute_error: 150.0346 - val_loss: 62471.6963 - val_mean_absolute_error: 228.8264
Epoch 337/500
148/148 [==============================] - 0s 88us/step - loss: 34723.6966 - mean_absolute_error: 149.4436 - val_loss: 62113.4734 - val_mean_absolute_error: 228.0429
Epoch 338/500
148/148 [==============================] - 0s 81us/step - loss: 34513.3771 - mean_absolute_error: 148.8452 - val_loss: 61718.1244 - val_mean_absolute_error: 227.1888
Epoch 339/500
148/148 [==============================] - 0s 68us/step - loss: 34298.6880 - mean_absolute_error: 148.2262 - val_loss: 61310.9184 - val_mean_absolute_error: 226.3000
Epoch 340/500
148/148 [==============================] - 0s 74us/step - loss: 34075.9099 - mean_absolute_error: 147.5592 - val_loss: 60974.3597 - val_mean_absolute_error: 225.5593
Epoch 341/500
148/148 [==============================] - 0s 88us/step - loss: 33864.5435 - mean_absolute_error: 146.9357 - val_loss: 60606.5816 - val_mean_absolute_error: 224.7396
Epoch 342/500
148/148 [==============================] - 0s 88us/step - loss: 33652.7307 - mean_absolute_error: 146.3005 - val_loss: 60204.4803 - val_mean_absolute_error: 223.8589
Epoch 343/500
148/148 [==============================] - 0s 61us/step - loss: 33437.5300 - mean_absolute_error: 145.6609 - val_loss: 59720.0291 - val_mean_absolute_error: 222.8056
Epoch 344/500
148/148 [==============================] - 0s 68us/step - loss: 33194.5094 - mean_absolute_error: 144.9419 - val_loss: 59402.2297 - val_mean_absolute_error: 222.0886
Epoch 345/500
148/148 [==============================] - 0s 81us/step - loss: 32995.0368 - mean_absolute_error: 144.3333 - val_loss: 59039.0128 - val_mean_absolute_error: 221.2632
Epoch 346/500
148/148 [==============================] - 0s 68us/step - loss: 32788.9569 - mean_absolute_error: 143.6929 - val_loss: 58713.6884 - val_mean_absolute_error: 220.5211
Epoch 347/500
148/148 [==============================] - 0s 61us/step - loss: 32589.4410 - mean_absolute_error: 143.0830 - val_loss: 58356.8003 - val_mean_absolute_error: 219.7054
Epoch 348/500
148/148 [==============================] - 0s 88us/step - loss: 32387.6051 - mean_absolute_error: 142.4417 - val_loss: 57987.8656 - val_mean_absolute_error: 218.8544
Epoch 349/500
148/148 [==============================] - 0s 74us/step - loss: 32177.1604 - mean_absolute_error: 141.7899 - val_loss: 57586.2825 - val_mean_absolute_error: 217.9320
Epoch 350/500
148/148 [==============================] - 0s 68us/step - loss: 31942.4539 - mean_absolute_error: 141.0500 - val_loss: 57159.1841 - val_mean_absolute_error: 216.9437
Epoch 351/500
148/148 [==============================] - 0s 68us/step - loss: 31708.4767 - mean_absolute_error: 140.3102 - val_loss: 56854.3819 - val_mean_absolute_error: 216.2283
Epoch 352/500
148/148 [==============================] - 0s 74us/step - loss: 31528.0429 - mean_absolute_error: 139.7278 - val_loss: 56488.6663 - val_mean_absolute_error: 215.3776
Epoch 353/500
148/148 [==============================] - 0s 88us/step - loss: 31317.4216 - mean_absolute_error: 139.0450 - val_loss: 56079.8894 - val_mean_absolute_error: 214.4142
Epoch 354/500
148/148 [==============================] - 0s 68us/step - loss: 31086.8629 - mean_absolute_error: 138.3098 - val_loss: 55697.7613 - val_mean_absolute_error: 213.5029
Epoch 355/500
148/148 [==============================] - 0s 74us/step - loss: 30874.9667 - mean_absolute_error: 137.6148 - val_loss: 55333.4628 - val_mean_absolute_error: 212.6309
Epoch 356/500
148/148 [==============================] - 0s 81us/step - loss: 30665.1024 - mean_absolute_error: 136.9244 - val_loss: 55004.5609 - val_mean_absolute_error: 211.8407
Epoch 357/500
148/148 [==============================] - 0s 68us/step - loss: 30471.8633 - mean_absolute_error: 136.2791 - val_loss: 54641.6956 - val_mean_absolute_error: 210.9806
Epoch 358/500
148/148 [==============================] - 0s 68us/step - loss: 30262.9278 - mean_absolute_error: 135.5705 - val_loss: 54268.3788 - val_mean_absolute_error: 210.0858
Epoch 359/500
148/148 [==============================] - 0s 74us/step - loss: 30056.3489 - mean_absolute_error: 134.8784 - val_loss: 53845.1672 - val_mean_absolute_error: 209.1002
Epoch 360/500
148/148 [==============================] - 0s 74us/step - loss: 29841.2017 - mean_absolute_error: 134.1859 - val_loss: 53447.6194 - val_mean_absolute_error: 208.1647
Epoch 361/500
148/148 [==============================] - 0s 61us/step - loss: 29639.1174 - mean_absolute_error: 133.4917 - val_loss: 53075.2069 - val_mean_absolute_error: 207.2527
Epoch 362/500
148/148 [==============================] - 0s 68us/step - loss: 29431.1216 - mean_absolute_error: 132.7956 - val_loss: 52708.2387 - val_mean_absolute_error: 206.3495
Epoch 363/500
148/148 [==============================] - 0s 81us/step - loss: 29228.7533 - mean_absolute_error: 132.0934 - val_loss: 52300.6400 - val_mean_absolute_error: 205.3800
Epoch 364/500
148/148 [==============================] - 0s 68us/step - loss: 29020.4089 - mean_absolute_error: 131.4037 - val_loss: 51903.0997 - val_mean_absolute_error: 204.3988
Epoch 365/500
148/148 [==============================] - 0s 61us/step - loss: 28804.1468 - mean_absolute_error: 130.6379 - val_loss: 51537.4022 - val_mean_absolute_error: 203.4937
Epoch 366/500
148/148 [==============================] - 0s 81us/step - loss: 28608.0776 - mean_absolute_error: 129.9343 - val_loss: 51257.1897 - val_mean_absolute_error: 202.7994
Epoch 367/500
148/148 [==============================] - 0s 81us/step - loss: 28451.5157 - mean_absolute_error: 129.3909 - val_loss: 50901.2731 - val_mean_absolute_error: 201.9118
Epoch 368/500
148/148 [==============================] - 0s 81us/step - loss: 28260.4620 - mean_absolute_error: 128.7061 - val_loss: 50574.2333 - val_mean_absolute_error: 201.0713
Epoch 369/500
148/148 [==============================] - 0s 68us/step - loss: 28078.3653 - mean_absolute_error: 128.0453 - val_loss: 50141.2456 - val_mean_absolute_error: 200.0068
Epoch 370/500
148/148 [==============================] - 0s 74us/step - loss: 27867.3289 - mean_absolute_error: 127.3218 - val_loss: 49755.0322 - val_mean_absolute_error: 199.0012
Epoch 371/500
148/148 [==============================] - 0s 74us/step - loss: 27657.7891 - mean_absolute_error: 126.5369 - val_loss: 49441.1123 - val_mean_absolute_error: 198.1951
Epoch 372/500
148/148 [==============================] - 0s 74us/step - loss: 27486.3069 - mean_absolute_error: 125.8976 - val_loss: 49115.5327 - val_mean_absolute_error: 197.3618
Epoch 373/500
148/148 [==============================] - 0s 74us/step - loss: 27301.9277 - mean_absolute_error: 125.2431 - val_loss: 48787.5788 - val_mean_absolute_error: 196.5144
Epoch 374/500
148/148 [==============================] - 0s 88us/step - loss: 27115.0701 - mean_absolute_error: 124.5282 - val_loss: 48454.9673 - val_mean_absolute_error: 195.6460
Epoch 375/500
148/148 [==============================] - 0s 74us/step - loss: 26937.4584 - mean_absolute_error: 123.8473 - val_loss: 48082.4752 - val_mean_absolute_error: 194.6660
Epoch 376/500
148/148 [==============================] - 0s 61us/step - loss: 26740.5325 - mean_absolute_error: 123.1039 - val_loss: 47788.3155 - val_mean_absolute_error: 193.8974
Epoch 377/500
148/148 [==============================] - 0s 74us/step - loss: 26573.2704 - mean_absolute_error: 122.4795 - val_loss: 47426.2009 - val_mean_absolute_error: 192.9598
Epoch 378/500
148/148 [==============================] - 0s 81us/step - loss: 26396.9770 - mean_absolute_error: 121.8270 - val_loss: 47075.0586 - val_mean_absolute_error: 192.0263
Epoch 379/500
148/148 [==============================] - 0s 81us/step - loss: 26217.2535 - mean_absolute_error: 121.1267 - val_loss: 46732.4680 - val_mean_absolute_error: 191.1278
Epoch 380/500
148/148 [==============================] - 0s 68us/step - loss: 26027.2391 - mean_absolute_error: 120.4361 - val_loss: 46349.0981 - val_mean_absolute_error: 190.0912
Epoch 381/500
148/148 [==============================] - 0s 81us/step - loss: 25832.2718 - mean_absolute_error: 119.6390 - val_loss: 46029.2836 - val_mean_absolute_error: 189.2165
Epoch 382/500
148/148 [==============================] - 0s 81us/step - loss: 25659.5902 - mean_absolute_error: 118.9803 - val_loss: 45704.4098 - val_mean_absolute_error: 188.3306
Epoch 383/500
148/148 [==============================] - 0s 88us/step - loss: 25487.1634 - mean_absolute_error: 118.3138 - val_loss: 45372.3688 - val_mean_absolute_error: 187.4096
Epoch 384/500
148/148 [==============================] - 0s 68us/step - loss: 25312.6441 - mean_absolute_error: 117.6137 - val_loss: 45092.4569 - val_mean_absolute_error: 186.6213
Epoch 385/500
148/148 [==============================] - 0s 68us/step - loss: 25153.5023 - mean_absolute_error: 116.9710 - val_loss: 44799.5214 - val_mean_absolute_error: 185.8079
Epoch 386/500
148/148 [==============================] - 0s 74us/step - loss: 24991.0282 - mean_absolute_error: 116.3169 - val_loss: 44472.3733 - val_mean_absolute_error: 184.8720
Epoch 387/500
148/148 [==============================] - 0s 88us/step - loss: 24819.9293 - mean_absolute_error: 115.6454 - val_loss: 44184.6139 - val_mean_absolute_error: 184.0533
Epoch 388/500
148/148 [==============================] - 0s 68us/step - loss: 24661.9452 - mean_absolute_error: 114.9994 - val_loss: 43894.7842 - val_mean_absolute_error: 183.2161
Epoch 389/500
148/148 [==============================] - 0s 81us/step - loss: 24506.3285 - mean_absolute_error: 114.3568 - val_loss: 43550.8869 - val_mean_absolute_error: 182.2343
Epoch 390/500
148/148 [==============================] - 0s 88us/step - loss: 24331.0400 - mean_absolute_error: 113.6550 - val_loss: 43233.0719 - val_mean_absolute_error: 181.2969
Epoch 391/500
148/148 [==============================] - 0s 74us/step - loss: 24163.7756 - mean_absolute_error: 112.9524 - val_loss: 42956.5338 - val_mean_absolute_error: 180.5032
Epoch 392/500
148/148 [==============================] - 0s 81us/step - loss: 24013.9895 - mean_absolute_error: 112.3343 - val_loss: 42647.7291 - val_mean_absolute_error: 179.5908
Epoch 393/500
148/148 [==============================] - 0s 68us/step - loss: 23847.3644 - mean_absolute_error: 111.6352 - val_loss: 42328.7536 - val_mean_absolute_error: 178.6346
Epoch 394/500
148/148 [==============================] - 0s 68us/step - loss: 23680.8057 - mean_absolute_error: 110.8969 - val_loss: 41990.1827 - val_mean_absolute_error: 177.6155
Epoch 395/500
148/148 [==============================] - 0s 81us/step - loss: 23514.6460 - mean_absolute_error: 110.1814 - val_loss: 41667.7889 - val_mean_absolute_error: 176.6684
Epoch 396/500
148/148 [==============================] - 0s 74us/step - loss: 23362.8072 - mean_absolute_error: 109.5570 - val_loss: 41365.5203 - val_mean_absolute_error: 175.7599
Epoch 397/500
148/148 [==============================] - 0s 74us/step - loss: 23206.4000 - mean_absolute_error: 108.8907 - val_loss: 41064.3388 - val_mean_absolute_error: 174.8539
Epoch 398/500
148/148 [==============================] - 0s 81us/step - loss: 23055.3333 - mean_absolute_error: 108.2517 - val_loss: 40765.6897 - val_mean_absolute_error: 173.9278
Epoch 399/500
148/148 [==============================] - 0s 74us/step - loss: 22902.4423 - mean_absolute_error: 107.5644 - val_loss: 40419.3770 - val_mean_absolute_error: 172.8718
Epoch 400/500
148/148 [==============================] - 0s 68us/step - loss: 22730.4613 - mean_absolute_error: 106.8176 - val_loss: 40077.7856 - val_mean_absolute_error: 171.8062
Epoch 401/500
148/148 [==============================] - 0s 61us/step - loss: 22561.4420 - mean_absolute_error: 106.0399 - val_loss: 39813.3206 - val_mean_absolute_error: 170.9877
Epoch 402/500
148/148 [==============================] - 0s 74us/step - loss: 22433.9462 - mean_absolute_error: 105.5058 - val_loss: 39549.7361 - val_mean_absolute_error: 170.1706
Epoch 403/500
148/148 [==============================] - 0s 88us/step - loss: 22302.3274 - mean_absolute_error: 104.9317 - val_loss: 39213.6572 - val_mean_absolute_error: 169.1585
Epoch 404/500
148/148 [==============================] - 0s 61us/step - loss: 22147.4413 - mean_absolute_error: 104.2551 - val_loss: 38959.5436 - val_mean_absolute_error: 168.3565
Epoch 405/500
148/148 [==============================] - 0s 54us/step - loss: 22012.0633 - mean_absolute_error: 103.6825 - val_loss: 38649.4350 - val_mean_absolute_error: 167.4142
Epoch 406/500
148/148 [==============================] - 0s 74us/step - loss: 21876.8351 - mean_absolute_error: 103.0952 - val_loss: 38375.1245 - val_mean_absolute_error: 166.5368
Epoch 407/500
148/148 [==============================] - 0s 61us/step - loss: 21743.1081 - mean_absolute_error: 102.4883 - val_loss: 38085.2777 - val_mean_absolute_error: 165.6105
Epoch 408/500
148/148 [==============================] - 0s 74us/step - loss: 21602.8672 - mean_absolute_error: 101.8544 - val_loss: 37795.7684 - val_mean_absolute_error: 164.6687
Epoch 409/500
148/148 [==============================] - 0s 61us/step - loss: 21465.7085 - mean_absolute_error: 101.2608 - val_loss: 37532.5683 - val_mean_absolute_error: 163.8250
Epoch 410/500
148/148 [==============================] - 0s 68us/step - loss: 21329.7346 - mean_absolute_error: 100.6425 - val_loss: 37290.4066 - val_mean_absolute_error: 163.0354
Epoch 411/500
148/148 [==============================] - 0s 68us/step - loss: 21198.4086 - mean_absolute_error: 100.0651 - val_loss: 37052.5453 - val_mean_absolute_error: 162.2390
Epoch 412/500
148/148 [==============================] - 0s 68us/step - loss: 21086.7672 - mean_absolute_error: 99.5569 - val_loss: 36742.2642 - val_mean_absolute_error: 161.2465
Epoch 413/500
148/148 [==============================] - 0s 61us/step - loss: 20959.7591 - mean_absolute_error: 98.9954 - val_loss: 36428.4164 - val_mean_absolute_error: 160.2342
Epoch 414/500
148/148 [==============================] - 0s 81us/step - loss: 20825.8435 - mean_absolute_error: 98.4423 - val_loss: 36198.8103 - val_mean_absolute_error: 159.4509
Epoch 415/500
148/148 [==============================] - 0s 115us/step - loss: 20717.3136 - mean_absolute_error: 97.9457 - val_loss: 35955.9678 - val_mean_absolute_error: 158.6249
Epoch 416/500
148/148 [==============================] - 0s 108us/step - loss: 20595.4793 - mean_absolute_error: 97.4361 - val_loss: 35804.5047 - val_mean_absolute_error: 158.1150
Epoch 417/500
148/148 [==============================] - 0s 95us/step - loss: 20510.4745 - mean_absolute_error: 97.0746 - val_loss: 35610.6681 - val_mean_absolute_error: 157.4382
Epoch 418/500
148/148 [==============================] - 0s 88us/step - loss: 20419.0300 - mean_absolute_error: 96.6633 - val_loss: 35394.3919 - val_mean_absolute_error: 156.6713
Epoch 419/500
148/148 [==============================] - 0s 95us/step - loss: 20314.7510 - mean_absolute_error: 96.1802 - val_loss: 35161.0275 - val_mean_absolute_error: 155.8473
Epoch 420/500
148/148 [==============================] - 0s 88us/step - loss: 20192.1422 - mean_absolute_error: 95.6093 - val_loss: 34912.9841 - val_mean_absolute_error: 154.9663
Epoch 421/500
148/148 [==============================] - 0s 108us/step - loss: 20081.2362 - mean_absolute_error: 95.0710 - val_loss: 34661.8152 - val_mean_absolute_error: 154.0525
Epoch 422/500
148/148 [==============================] - 0s 108us/step - loss: 19961.0542 - mean_absolute_error: 94.5052 - val_loss: 34363.9198 - val_mean_absolute_error: 152.9857
Epoch 423/500
148/148 [==============================] - 0s 95us/step - loss: 19831.7857 - mean_absolute_error: 93.8974 - val_loss: 34154.3639 - val_mean_absolute_error: 152.2422
Epoch 424/500
148/148 [==============================] - 0s 88us/step - loss: 19731.8915 - mean_absolute_error: 93.3985 - val_loss: 33857.6481 - val_mean_absolute_error: 151.2283
Epoch 425/500
148/148 [==============================] - 0s 115us/step - loss: 19617.0919 - mean_absolute_error: 92.8915 - val_loss: 33622.1208 - val_mean_absolute_error: 150.3679
Epoch 426/500
148/148 [==============================] - 0s 149us/step - loss: 19505.9139 - mean_absolute_error: 92.3180 - val_loss: 33405.1231 - val_mean_absolute_error: 149.5638
Epoch 427/500
148/148 [==============================] - 0s 176us/step - loss: 19404.4747 - mean_absolute_error: 91.8279 - val_loss: 33188.7528 - val_mean_absolute_error: 148.7811
Epoch 428/500
148/148 [==============================] - 0s 155us/step - loss: 19294.8618 - mean_absolute_error: 91.3242 - val_loss: 32945.2073 - val_mean_absolute_error: 147.8496
Epoch 429/500
148/148 [==============================] - 0s 128us/step - loss: 19194.6825 - mean_absolute_error: 90.8001 - val_loss: 32702.5772 - val_mean_absolute_error: 146.9481
Epoch 430/500
148/148 [==============================] - 0s 108us/step - loss: 19087.1037 - mean_absolute_error: 90.2696 - val_loss: 32488.6105 - val_mean_absolute_error: 146.1654
Epoch 431/500
148/148 [==============================] - 0s 101us/step - loss: 18999.8813 - mean_absolute_error: 89.8275 - val_loss: 32272.3233 - val_mean_absolute_error: 145.3604
Epoch 432/500
148/148 [==============================] - 0s 122us/step - loss: 18910.3214 - mean_absolute_error: 89.3928 - val_loss: 32025.4031 - val_mean_absolute_error: 144.4168
Epoch 433/500
148/148 [==============================] - 0s 74us/step - loss: 18802.2189 - mean_absolute_error: 88.8618 - val_loss: 31846.0575 - val_mean_absolute_error: 143.7249
Epoch 434/500
148/148 [==============================] - 0s 88us/step - loss: 18711.4486 - mean_absolute_error: 88.4119 - val_loss: 31649.8094 - val_mean_absolute_error: 142.9705
Epoch 435/500
148/148 [==============================] - 0s 74us/step - loss: 18626.2035 - mean_absolute_error: 87.9594 - val_loss: 31472.2070 - val_mean_absolute_error: 142.2860
Epoch 436/500
148/148 [==============================] - 0s 122us/step - loss: 18548.5929 - mean_absolute_error: 87.5524 - val_loss: 31253.2023 - val_mean_absolute_error: 141.4354
Epoch 437/500
148/148 [==============================] - 0s 101us/step - loss: 18453.2552 - mean_absolute_error: 87.0688 - val_loss: 31060.8225 - val_mean_absolute_error: 140.6752
Epoch 438/500
148/148 [==============================] - 0s 101us/step - loss: 18369.6958 - mean_absolute_error: 86.6176 - val_loss: 30851.1795 - val_mean_absolute_error: 139.9226
Epoch 439/500
148/148 [==============================] - 0s 95us/step - loss: 18288.5596 - mean_absolute_error: 86.2436 - val_loss: 30670.5597 - val_mean_absolute_error: 139.2599
Epoch 440/500
148/148 [==============================] - 0s 95us/step - loss: 18208.1819 - mean_absolute_error: 85.8452 - val_loss: 30495.4866 - val_mean_absolute_error: 138.5989
Epoch 441/500
148/148 [==============================] - 0s 95us/step - loss: 18128.6216 - mean_absolute_error: 85.4444 - val_loss: 30314.6456 - val_mean_absolute_error: 137.9069
Epoch 442/500
148/148 [==============================] - 0s 81us/step - loss: 18049.4880 - mean_absolute_error: 85.0620 - val_loss: 30081.1295 - val_mean_absolute_error: 136.9939
Epoch 443/500
148/148 [==============================] - 0s 74us/step - loss: 17957.2878 - mean_absolute_error: 84.5272 - val_loss: 29938.5945 - val_mean_absolute_error: 136.4505
Epoch 444/500
148/148 [==============================] - 0s 74us/step - loss: 17889.3631 - mean_absolute_error: 84.1843 - val_loss: 29784.4998 - val_mean_absolute_error: 135.8559
Epoch 445/500
148/148 [==============================] - 0s 68us/step - loss: 17824.1855 - mean_absolute_error: 83.8597 - val_loss: 29526.2146 - val_mean_absolute_error: 134.8839
Epoch 446/500
148/148 [==============================] - 0s 68us/step - loss: 17736.2825 - mean_absolute_error: 83.3809 - val_loss: 29367.5713 - val_mean_absolute_error: 134.2734
Epoch 447/500
148/148 [==============================] - 0s 68us/step - loss: 17666.9104 - mean_absolute_error: 83.0315 - val_loss: 29173.0805 - val_mean_absolute_error: 133.4858
Epoch 448/500
148/148 [==============================] - 0s 68us/step - loss: 17584.6583 - mean_absolute_error: 82.6166 - val_loss: 28973.1324 - val_mean_absolute_error: 132.6931
Epoch 449/500
148/148 [==============================] - 0s 68us/step - loss: 17509.9961 - mean_absolute_error: 82.2448 - val_loss: 28841.9062 - val_mean_absolute_error: 132.1890
Epoch 450/500
148/148 [==============================] - 0s 61us/step - loss: 17457.2222 - mean_absolute_error: 81.9889 - val_loss: 28718.3743 - val_mean_absolute_error: 131.7230
Epoch 451/500
148/148 [==============================] - 0s 68us/step - loss: 17393.4458 - mean_absolute_error: 81.6886 - val_loss: 28537.7623 - val_mean_absolute_error: 131.0087
Epoch 452/500
148/148 [==============================] - 0s 61us/step - loss: 17325.7433 - mean_absolute_error: 81.3639 - val_loss: 28427.6698 - val_mean_absolute_error: 130.5984
Epoch 453/500
148/148 [==============================] - 0s 74us/step - loss: 17277.9448 - mean_absolute_error: 81.1044 - val_loss: 28309.2194 - val_mean_absolute_error: 130.1399
Epoch 454/500
148/148 [==============================] - 0s 88us/step - loss: 17220.0372 - mean_absolute_error: 80.8544 - val_loss: 28065.5716 - val_mean_absolute_error: 129.2020
Epoch 455/500
148/148 [==============================] - 0s 68us/step - loss: 17143.1173 - mean_absolute_error: 80.4656 - val_loss: 27938.3609 - val_mean_absolute_error: 128.7215
Epoch 456/500
148/148 [==============================] - 0s 68us/step - loss: 17089.1830 - mean_absolute_error: 80.1941 - val_loss: 27802.4176 - val_mean_absolute_error: 128.1968
Epoch 457/500
148/148 [==============================] - 0s 74us/step - loss: 17033.0985 - mean_absolute_error: 79.9356 - val_loss: 27583.3623 - val_mean_absolute_error: 127.3636
Epoch 458/500
148/148 [==============================] - 0s 74us/step - loss: 16951.6920 - mean_absolute_error: 79.4986 - val_loss: 27444.4933 - val_mean_absolute_error: 126.7990
Epoch 459/500
148/148 [==============================] - 0s 68us/step - loss: 16898.0871 - mean_absolute_error: 79.1886 - val_loss: 27276.2826 - val_mean_absolute_error: 126.1368
Epoch 460/500
148/148 [==============================] - 0s 68us/step - loss: 16840.3095 - mean_absolute_error: 78.9150 - val_loss: 27137.4103 - val_mean_absolute_error: 125.5748
Epoch 461/500
148/148 [==============================] - 0s 68us/step - loss: 16787.5835 - mean_absolute_error: 78.6629 - val_loss: 26934.4464 - val_mean_absolute_error: 124.7864
Epoch 462/500
148/148 [==============================] - 0s 68us/step - loss: 16720.8208 - mean_absolute_error: 78.3571 - val_loss: 26820.1432 - val_mean_absolute_error: 124.3294
Epoch 463/500
148/148 [==============================] - 0s 68us/step - loss: 16678.2397 - mean_absolute_error: 78.1772 - val_loss: 26685.3601 - val_mean_absolute_error: 123.8306
Epoch 464/500
148/148 [==============================] - 0s 68us/step - loss: 16624.5354 - mean_absolute_error: 77.9339 - val_loss: 26578.8270 - val_mean_absolute_error: 123.4358
Epoch 465/500
148/148 [==============================] - 0s 68us/step - loss: 16581.7374 - mean_absolute_error: 77.7275 - val_loss: 26446.1629 - val_mean_absolute_error: 122.9347
Epoch 466/500
148/148 [==============================] - 0s 68us/step - loss: 16535.8521 - mean_absolute_error: 77.5430 - val_loss: 26327.6545 - val_mean_absolute_error: 122.4869
Epoch 467/500
148/148 [==============================] - 0s 74us/step - loss: 16489.0483 - mean_absolute_error: 77.3628 - val_loss: 26181.3660 - val_mean_absolute_error: 121.9121
Epoch 468/500
148/148 [==============================] - 0s 68us/step - loss: 16434.0514 - mean_absolute_error: 77.1212 - val_loss: 26006.9726 - val_mean_absolute_error: 121.2403
Epoch 469/500
148/148 [==============================] - 0s 68us/step - loss: 16375.0323 - mean_absolute_error: 76.9258 - val_loss: 25854.3094 - val_mean_absolute_error: 120.6484
Epoch 470/500
148/148 [==============================] - 0s 68us/step - loss: 16320.0512 - mean_absolute_error: 76.6806 - val_loss: 25794.9712 - val_mean_absolute_error: 120.4265
Epoch 471/500
148/148 [==============================] - 0s 54us/step - loss: 16287.1318 - mean_absolute_error: 76.5578 - val_loss: 25683.0414 - val_mean_absolute_error: 119.9853
Epoch 472/500
148/148 [==============================] - 0s 68us/step - loss: 16244.7781 - mean_absolute_error: 76.4316 - val_loss: 25606.4324 - val_mean_absolute_error: 119.7182
Epoch 473/500
148/148 [==============================] - 0s 74us/step - loss: 16208.1276 - mean_absolute_error: 76.3269 - val_loss: 25514.0684 - val_mean_absolute_error: 119.3691
Epoch 474/500
148/148 [==============================] - 0s 68us/step - loss: 16169.6709 - mean_absolute_error: 76.1708 - val_loss: 25368.5245 - val_mean_absolute_error: 118.7718
Epoch 475/500
148/148 [==============================] - 0s 68us/step - loss: 16119.4258 - mean_absolute_error: 76.0058 - val_loss: 25184.6479 - val_mean_absolute_error: 118.0448
Epoch 476/500
148/148 [==============================] - 0s 61us/step - loss: 16064.1892 - mean_absolute_error: 75.8065 - val_loss: 25078.2700 - val_mean_absolute_error: 117.6268
Epoch 477/500
148/148 [==============================] - 0s 68us/step - loss: 16027.0968 - mean_absolute_error: 75.6727 - val_loss: 25003.3064 - val_mean_absolute_error: 117.3484
Epoch 478/500
148/148 [==============================] - 0s 68us/step - loss: 15995.1260 - mean_absolute_error: 75.5504 - val_loss: 24901.7461 - val_mean_absolute_error: 116.9403
Epoch 479/500
148/148 [==============================] - 0s 74us/step - loss: 15960.4632 - mean_absolute_error: 75.4426 - val_loss: 24775.2616 - val_mean_absolute_error: 116.4753
Epoch 480/500
148/148 [==============================] - 0s 61us/step - loss: 15915.2676 - mean_absolute_error: 75.2770 - val_loss: 24702.8219 - val_mean_absolute_error: 116.1897
Epoch 481/500
148/148 [==============================] - 0s 61us/step - loss: 15886.6335 - mean_absolute_error: 75.1859 - val_loss: 24607.1437 - val_mean_absolute_error: 115.8042
Epoch 482/500
148/148 [==============================] - 0s 68us/step - loss: 15849.3698 - mean_absolute_error: 75.0419 - val_loss: 24502.1738 - val_mean_absolute_error: 115.3786
Epoch 483/500
148/148 [==============================] - 0s 74us/step - loss: 15811.3939 - mean_absolute_error: 74.8819 - val_loss: 24394.0195 - val_mean_absolute_error: 114.9299
Epoch 484/500
148/148 [==============================] - 0s 61us/step - loss: 15775.8191 - mean_absolute_error: 74.7640 - val_loss: 24329.4702 - val_mean_absolute_error: 114.7070
Epoch 485/500
148/148 [==============================] - 0s 61us/step - loss: 15743.0010 - mean_absolute_error: 74.6546 - val_loss: 24240.7947 - val_mean_absolute_error: 114.3648
Epoch 486/500
148/148 [==============================] - 0s 68us/step - loss: 15705.6034 - mean_absolute_error: 74.5423 - val_loss: 24145.8490 - val_mean_absolute_error: 114.0124
Epoch 487/500
148/148 [==============================] - 0s 74us/step - loss: 15666.6783 - mean_absolute_error: 74.4109 - val_loss: 24069.1764 - val_mean_absolute_error: 113.7099
Epoch 488/500
148/148 [==============================] - 0s 68us/step - loss: 15635.5951 - mean_absolute_error: 74.3312 - val_loss: 24013.2458 - val_mean_absolute_error: 113.5217
Epoch 489/500
148/148 [==============================] - 0s 68us/step - loss: 15607.0419 - mean_absolute_error: 74.2410 - val_loss: 23903.1244 - val_mean_absolute_error: 113.0873
Epoch 490/500
148/148 [==============================] - 0s 74us/step - loss: 15573.7186 - mean_absolute_error: 74.1289 - val_loss: 23863.0818 - val_mean_absolute_error: 112.9785
Epoch 491/500
148/148 [==============================] - 0s 68us/step - loss: 15545.4812 - mean_absolute_error: 74.0231 - val_loss: 23799.1990 - val_mean_absolute_error: 112.7421
Epoch 492/500
148/148 [==============================] - 0s 68us/step - loss: 15516.3737 - mean_absolute_error: 73.9419 - val_loss: 23761.5034 - val_mean_absolute_error: 112.6344
Epoch 493/500
148/148 [==============================] - 0s 68us/step - loss: 15489.1223 - mean_absolute_error: 73.8576 - val_loss: 23665.6536 - val_mean_absolute_error: 112.2857
Epoch 494/500
148/148 [==============================] - 0s 74us/step - loss: 15455.7776 - mean_absolute_error: 73.7319 - val_loss: 23539.6090 - val_mean_absolute_error: 111.8123
Epoch 495/500
148/148 [==============================] - 0s 68us/step - loss: 15417.0282 - mean_absolute_error: 73.6091 - val_loss: 23420.7867 - val_mean_absolute_error: 111.3790
Epoch 496/500
148/148 [==============================] - 0s 61us/step - loss: 15382.3305 - mean_absolute_error: 73.4948 - val_loss: 23364.9950 - val_mean_absolute_error: 111.1866
Epoch 497/500
148/148 [==============================] - 0s 74us/step - loss: 15356.7619 - mean_absolute_error: 73.4084 - val_loss: 23344.0111 - val_mean_absolute_error: 111.1540
Epoch 498/500
148/148 [==============================] - 0s 61us/step - loss: 15331.6876 - mean_absolute_error: 73.3222 - val_loss: 23302.3327 - val_mean_absolute_error: 111.0364
Epoch 499/500
148/148 [==============================] - 0s 68us/step - loss: 15306.3831 - mean_absolute_error: 73.2463 - val_loss: 23176.7039 - val_mean_absolute_error: 110.5751
Epoch 500/500
148/148 [==============================] - 0s 68us/step - loss: 15269.9151 - mean_absolute_error: 73.1156 - val_loss: 23090.5561 - val_mean_absolute_error: 110.2872
Out[26]:
<keras.callbacks.History at 0x2073cdc50f0>
In [27]:
model.predict(standardized_X_test)
Out[27]:
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       [350.5855   ],
       [464.74933  ],
       [422.22552  ],
       [487.01147  ],
       [389.2262   ],
       [207.75401  ],
       [219.49222  ],
       [ 51.927013 ],
       [ 21.264544 ],
       [  2.426834 ]], dtype=float32)
In [28]:
score = model.evaluate(standardized_X_test,
y_test,
batch_size=36)

150/150 [==============================] - 0s 33us/step
In [29]:
score
Out[29]:
[23090.5561328125, 110.28715209960937]
In [30]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=1000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/1000
148/148 [==============================] - 0s 74us/step - loss: 15238.3143 - mean_absolute_error: 73.0162 - val_loss: 23003.1161 - val_mean_absolute_error: 109.9772
Epoch 2/1000
148/148 [==============================] - 0s 88us/step - loss: 15205.3869 - mean_absolute_error: 72.8931 - val_loss: 22970.8571 - val_mean_absolute_error: 109.8824
Epoch 3/1000
148/148 [==============================] - 0s 61us/step - loss: 15184.2459 - mean_absolute_error: 72.8295 - val_loss: 22869.7102 - val_mean_absolute_error: 109.5097
Epoch 4/1000
148/148 [==============================] - 0s 68us/step - loss: 15149.9724 - mean_absolute_error: 72.7003 - val_loss: 22780.9672 - val_mean_absolute_error: 109.1906
Epoch 5/1000
148/148 [==============================] - 0s 68us/step - loss: 15119.1181 - mean_absolute_error: 72.5917 - val_loss: 22725.8346 - val_mean_absolute_error: 108.9941
Epoch 6/1000
148/148 [==============================] - 0s 81us/step - loss: 15094.9336 - mean_absolute_error: 72.4975 - val_loss: 22686.0560 - val_mean_absolute_error: 108.8716
Epoch 7/1000
148/148 [==============================] - 0s 81us/step - loss: 15074.0006 - mean_absolute_error: 72.4571 - val_loss: 22632.3303 - val_mean_absolute_error: 108.6919
Epoch 8/1000
148/148 [==============================] - 0s 74us/step - loss: 15047.6864 - mean_absolute_error: 72.3446 - val_loss: 22560.5291 - val_mean_absolute_error: 108.4458
Epoch 9/1000
148/148 [==============================] - 0s 74us/step - loss: 15021.1533 - mean_absolute_error: 72.2820 - val_loss: 22486.1498 - val_mean_absolute_error: 108.1814
Epoch 10/1000
148/148 [==============================] - 0s 74us/step - loss: 14988.8196 - mean_absolute_error: 72.1671 - val_loss: 22438.5006 - val_mean_absolute_error: 108.0380
Epoch 11/1000
148/148 [==============================] - 0s 67us/step - loss: 14958.3764 - mean_absolute_error: 72.0856 - val_loss: 22397.9971 - val_mean_absolute_error: 107.9218
Epoch 12/1000
148/148 [==============================] - 0s 68us/step - loss: 14932.2307 - mean_absolute_error: 71.9999 - val_loss: 22379.8353 - val_mean_absolute_error: 107.9132
Epoch 13/1000
148/148 [==============================] - 0s 81us/step - loss: 14902.9065 - mean_absolute_error: 71.9010 - val_loss: 22339.2564 - val_mean_absolute_error: 107.8246
Epoch 14/1000
148/148 [==============================] - 0s 81us/step - loss: 14868.5049 - mean_absolute_error: 71.7915 - val_loss: 22290.0218 - val_mean_absolute_error: 107.6627
Epoch 15/1000
148/148 [==============================] - 0s 61us/step - loss: 14845.2161 - mean_absolute_error: 71.7171 - val_loss: 22227.9043 - val_mean_absolute_error: 107.4533
Epoch 16/1000
148/148 [==============================] - 0s 68us/step - loss: 14819.0745 - mean_absolute_error: 71.6394 - val_loss: 22166.2059 - val_mean_absolute_error: 107.2424
Epoch 17/1000
148/148 [==============================] - 0s 88us/step - loss: 14791.5488 - mean_absolute_error: 71.5246 - val_loss: 22106.0634 - val_mean_absolute_error: 107.0470
Epoch 18/1000
148/148 [==============================] - 0s 61us/step - loss: 14761.0432 - mean_absolute_error: 71.4193 - val_loss: 22040.3331 - val_mean_absolute_error: 106.8196
Epoch 19/1000
148/148 [==============================] - 0s 88us/step - loss: 14727.2854 - mean_absolute_error: 71.3356 - val_loss: 21983.8084 - val_mean_absolute_error: 106.6300
Epoch 20/1000
148/148 [==============================] - 0s 81us/step - loss: 14700.2250 - mean_absolute_error: 71.2512 - val_loss: 21933.0465 - val_mean_absolute_error: 106.4709
Epoch 21/1000
148/148 [==============================] - 0s 61us/step - loss: 14671.6797 - mean_absolute_error: 71.1372 - val_loss: 21863.7014 - val_mean_absolute_error: 106.2264
Epoch 22/1000
148/148 [==============================] - 0s 68us/step - loss: 14642.3559 - mean_absolute_error: 71.0615 - val_loss: 21820.2352 - val_mean_absolute_error: 106.0767
Epoch 23/1000
148/148 [==============================] - 0s 88us/step - loss: 14620.2847 - mean_absolute_error: 70.9903 - val_loss: 21774.9886 - val_mean_absolute_error: 105.9167
Epoch 24/1000
148/148 [==============================] - 0s 68us/step - loss: 14600.5846 - mean_absolute_error: 70.9431 - val_loss: 21763.6242 - val_mean_absolute_error: 105.9244
Epoch 25/1000
148/148 [==============================] - 0s 74us/step - loss: 14576.5519 - mean_absolute_error: 70.8661 - val_loss: 21732.8650 - val_mean_absolute_error: 105.8535
Epoch 26/1000
148/148 [==============================] - 0s 88us/step - loss: 14551.9555 - mean_absolute_error: 70.7963 - val_loss: 21697.1870 - val_mean_absolute_error: 105.7514
Epoch 27/1000
148/148 [==============================] - 0s 68us/step - loss: 14532.2762 - mean_absolute_error: 70.7515 - val_loss: 21664.6322 - val_mean_absolute_error: 105.6696
Epoch 28/1000
148/148 [==============================] - 0s 68us/step - loss: 14503.7074 - mean_absolute_error: 70.6537 - val_loss: 21650.3193 - val_mean_absolute_error: 105.6829
Epoch 29/1000
148/148 [==============================] - 0s 81us/step - loss: 14481.8742 - mean_absolute_error: 70.6107 - val_loss: 21560.6842 - val_mean_absolute_error: 105.3627
Epoch 30/1000
148/148 [==============================] - 0s 74us/step - loss: 14445.3980 - mean_absolute_error: 70.4966 - val_loss: 21473.2859 - val_mean_absolute_error: 105.0249
Epoch 31/1000
148/148 [==============================] - 0s 61us/step - loss: 14418.1695 - mean_absolute_error: 70.4206 - val_loss: 21452.2746 - val_mean_absolute_error: 104.9707
Epoch 32/1000
148/148 [==============================] - 0s 81us/step - loss: 14401.7066 - mean_absolute_error: 70.3842 - val_loss: 21409.9159 - val_mean_absolute_error: 104.8386
Epoch 33/1000
148/148 [==============================] - 0s 61us/step - loss: 14377.3836 - mean_absolute_error: 70.3054 - val_loss: 21371.6056 - val_mean_absolute_error: 104.7140
Epoch 34/1000
148/148 [==============================] - 0s 68us/step - loss: 14356.4119 - mean_absolute_error: 70.2385 - val_loss: 21307.0156 - val_mean_absolute_error: 104.4992
Epoch 35/1000
148/148 [==============================] - 0s 81us/step - loss: 14328.5885 - mean_absolute_error: 70.1805 - val_loss: 21218.5496 - val_mean_absolute_error: 104.1606
Epoch 36/1000
148/148 [==============================] - 0s 68us/step - loss: 14299.7645 - mean_absolute_error: 70.0966 - val_loss: 21190.0594 - val_mean_absolute_error: 104.0803
Epoch 37/1000
148/148 [==============================] - 0s 68us/step - loss: 14282.0821 - mean_absolute_error: 70.0520 - val_loss: 21139.4629 - val_mean_absolute_error: 103.9106
Epoch 38/1000
148/148 [==============================] - 0s 81us/step - loss: 14261.0117 - mean_absolute_error: 69.9874 - val_loss: 21082.5662 - val_mean_absolute_error: 103.7060
Epoch 39/1000
148/148 [==============================] - 0s 74us/step - loss: 14238.8347 - mean_absolute_error: 69.9430 - val_loss: 21047.2954 - val_mean_absolute_error: 103.5857
Epoch 40/1000
148/148 [==============================] - 0s 74us/step - loss: 14222.3455 - mean_absolute_error: 69.8902 - val_loss: 21000.2055 - val_mean_absolute_error: 103.4507
Epoch 41/1000
148/148 [==============================] - 0s 88us/step - loss: 14193.7939 - mean_absolute_error: 69.8258 - val_loss: 20974.0252 - val_mean_absolute_error: 103.3716
Epoch 42/1000
148/148 [==============================] - 0s 88us/step - loss: 14173.2502 - mean_absolute_error: 69.7643 - val_loss: 20958.8642 - val_mean_absolute_error: 103.3438
Epoch 43/1000
148/148 [==============================] - 0s 61us/step - loss: 14156.4410 - mean_absolute_error: 69.7187 - val_loss: 20933.6428 - val_mean_absolute_error: 103.3137
Epoch 44/1000
148/148 [==============================] - 0s 68us/step - loss: 14128.1101 - mean_absolute_error: 69.6508 - val_loss: 20884.0707 - val_mean_absolute_error: 103.1275
Epoch 45/1000
148/148 [==============================] - 0s 74us/step - loss: 14109.5089 - mean_absolute_error: 69.5916 - val_loss: 20831.5110 - val_mean_absolute_error: 102.9335
Epoch 46/1000
148/148 [==============================] - 0s 74us/step - loss: 14089.5789 - mean_absolute_error: 69.5519 - val_loss: 20811.8828 - val_mean_absolute_error: 102.8829
Epoch 47/1000
148/148 [==============================] - 0s 61us/step - loss: 14073.9843 - mean_absolute_error: 69.5119 - val_loss: 20792.8613 - val_mean_absolute_error: 102.8342
Epoch 48/1000
148/148 [==============================] - 0s 68us/step - loss: 14056.6406 - mean_absolute_error: 69.4637 - val_loss: 20754.1260 - val_mean_absolute_error: 102.7013
Epoch 49/1000
148/148 [==============================] - 0s 68us/step - loss: 14038.9025 - mean_absolute_error: 69.4134 - val_loss: 20719.0889 - val_mean_absolute_error: 102.5894
Epoch 50/1000
148/148 [==============================] - 0s 81us/step - loss: 14018.9148 - mean_absolute_error: 69.3706 - val_loss: 20702.9702 - val_mean_absolute_error: 102.5695
Epoch 51/1000
148/148 [==============================] - 0s 81us/step - loss: 13998.4517 - mean_absolute_error: 69.2879 - val_loss: 20642.9698 - val_mean_absolute_error: 102.3490
Epoch 52/1000
148/148 [==============================] - 0s 68us/step - loss: 13971.4196 - mean_absolute_error: 69.2243 - val_loss: 20627.3732 - val_mean_absolute_error: 102.3301
Epoch 53/1000
148/148 [==============================] - 0s 68us/step - loss: 13953.3899 - mean_absolute_error: 69.1864 - val_loss: 20597.0786 - val_mean_absolute_error: 102.2471
Epoch 54/1000
148/148 [==============================] - 0s 61us/step - loss: 13927.1061 - mean_absolute_error: 69.1066 - val_loss: 20533.4803 - val_mean_absolute_error: 102.0128
Epoch 55/1000
148/148 [==============================] - 0s 74us/step - loss: 13905.1543 - mean_absolute_error: 69.0594 - val_loss: 20509.0932 - val_mean_absolute_error: 101.9582
Epoch 56/1000
148/148 [==============================] - 0s 68us/step - loss: 13880.4284 - mean_absolute_error: 68.9906 - val_loss: 20425.9512 - val_mean_absolute_error: 101.6447
Epoch 57/1000
148/148 [==============================] - 0s 61us/step - loss: 13849.8873 - mean_absolute_error: 68.9013 - val_loss: 20372.9109 - val_mean_absolute_error: 101.4628
Epoch 58/1000
148/148 [==============================] - 0s 74us/step - loss: 13822.5259 - mean_absolute_error: 68.8331 - val_loss: 20362.7226 - val_mean_absolute_error: 101.4708
Epoch 59/1000
148/148 [==============================] - 0s 74us/step - loss: 13803.5283 - mean_absolute_error: 68.7784 - val_loss: 20314.8833 - val_mean_absolute_error: 101.3061
Epoch 60/1000
148/148 [==============================] - 0s 61us/step - loss: 13782.3040 - mean_absolute_error: 68.7257 - val_loss: 20297.7076 - val_mean_absolute_error: 101.2866
Epoch 61/1000
148/148 [==============================] - 0s 68us/step - loss: 13760.8415 - mean_absolute_error: 68.6479 - val_loss: 20296.4563 - val_mean_absolute_error: 101.3429
Epoch 62/1000
148/148 [==============================] - 0s 68us/step - loss: 13737.4311 - mean_absolute_error: 68.5672 - val_loss: 20242.4649 - val_mean_absolute_error: 101.1331
Epoch 63/1000
148/148 [==============================] - 0s 68us/step - loss: 13713.9732 - mean_absolute_error: 68.5195 - val_loss: 20206.3576 - val_mean_absolute_error: 101.0222
Epoch 64/1000
148/148 [==============================] - 0s 74us/step - loss: 13689.2895 - mean_absolute_error: 68.4539 - val_loss: 20178.6422 - val_mean_absolute_error: 100.9351
Epoch 65/1000
148/148 [==============================] - 0s 68us/step - loss: 13671.6620 - mean_absolute_error: 68.4246 - val_loss: 20151.5193 - val_mean_absolute_error: 100.8650
Epoch 66/1000
148/148 [==============================] - 0s 61us/step - loss: 13649.3111 - mean_absolute_error: 68.3519 - val_loss: 20147.3241 - val_mean_absolute_error: 100.9264
Epoch 67/1000
148/148 [==============================] - 0s 74us/step - loss: 13625.7616 - mean_absolute_error: 68.2930 - val_loss: 20142.0952 - val_mean_absolute_error: 100.9616
Epoch 68/1000
148/148 [==============================] - 0s 61us/step - loss: 13608.3296 - mean_absolute_error: 68.2527 - val_loss: 20131.7455 - val_mean_absolute_error: 100.9785
Epoch 69/1000
148/148 [==============================] - 0s 61us/step - loss: 13585.8804 - mean_absolute_error: 68.1869 - val_loss: 20125.9708 - val_mean_absolute_error: 101.0258
Epoch 70/1000
148/148 [==============================] - 0s 68us/step - loss: 13566.6884 - mean_absolute_error: 68.1322 - val_loss: 20084.0374 - val_mean_absolute_error: 100.8931
Epoch 71/1000
148/148 [==============================] - 0s 61us/step - loss: 13541.1014 - mean_absolute_error: 68.0625 - val_loss: 20089.0529 - val_mean_absolute_error: 100.9784
Epoch 72/1000
148/148 [==============================] - 0s 61us/step - loss: 13522.1129 - mean_absolute_error: 68.0282 - val_loss: 20043.5761 - val_mean_absolute_error: 100.8282
Epoch 73/1000
148/148 [==============================] - 0s 68us/step - loss: 13497.4547 - mean_absolute_error: 67.9682 - val_loss: 19981.9292 - val_mean_absolute_error: 100.5821
Epoch 74/1000
148/148 [==============================] - 0s 74us/step - loss: 13473.8158 - mean_absolute_error: 67.9296 - val_loss: 19931.3383 - val_mean_absolute_error: 100.4193
Epoch 75/1000
148/148 [==============================] - 0s 68us/step - loss: 13452.7178 - mean_absolute_error: 67.8656 - val_loss: 19911.2053 - val_mean_absolute_error: 100.3630
Epoch 76/1000
148/148 [==============================] - 0s 74us/step - loss: 13436.0698 - mean_absolute_error: 67.8308 - val_loss: 19896.0772 - val_mean_absolute_error: 100.3415
Epoch 77/1000
148/148 [==============================] - 0s 68us/step - loss: 13418.9554 - mean_absolute_error: 67.7811 - val_loss: 19872.8477 - val_mean_absolute_error: 100.2896
Epoch 78/1000
148/148 [==============================] - 0s 68us/step - loss: 13401.2080 - mean_absolute_error: 67.7440 - val_loss: 19848.3172 - val_mean_absolute_error: 100.2237
Epoch 79/1000
148/148 [==============================] - 0s 68us/step - loss: 13380.3337 - mean_absolute_error: 67.7065 - val_loss: 19803.4445 - val_mean_absolute_error: 100.0705
Epoch 80/1000
148/148 [==============================] - 0s 68us/step - loss: 13353.0792 - mean_absolute_error: 67.6615 - val_loss: 19786.1136 - val_mean_absolute_error: 100.0491
Epoch 81/1000
148/148 [==============================] - 0s 74us/step - loss: 13332.9463 - mean_absolute_error: 67.5962 - val_loss: 19763.9348 - val_mean_absolute_error: 99.9996
Epoch 82/1000
148/148 [==============================] - 0s 68us/step - loss: 13310.8612 - mean_absolute_error: 67.5761 - val_loss: 19750.8305 - val_mean_absolute_error: 99.9859
Epoch 83/1000
148/148 [==============================] - 0s 74us/step - loss: 13292.6257 - mean_absolute_error: 67.5430 - val_loss: 19676.6131 - val_mean_absolute_error: 99.6848
Epoch 84/1000
148/148 [==============================] - 0s 68us/step - loss: 13264.1471 - mean_absolute_error: 67.4835 - val_loss: 19667.3171 - val_mean_absolute_error: 99.6787
Epoch 85/1000
148/148 [==============================] - 0s 81us/step - loss: 13250.5444 - mean_absolute_error: 67.4570 - val_loss: 19638.2027 - val_mean_absolute_error: 99.5828
Epoch 86/1000
148/148 [==============================] - 0s 61us/step - loss: 13234.9310 - mean_absolute_error: 67.4225 - val_loss: 19600.3447 - val_mean_absolute_error: 99.4602
Epoch 87/1000
148/148 [==============================] - 0s 74us/step - loss: 13214.3741 - mean_absolute_error: 67.3816 - val_loss: 19557.8955 - val_mean_absolute_error: 99.3000
Epoch 88/1000
148/148 [==============================] - 0s 61us/step - loss: 13194.7229 - mean_absolute_error: 67.3197 - val_loss: 19513.4386 - val_mean_absolute_error: 99.1620
Epoch 89/1000
148/148 [==============================] - 0s 61us/step - loss: 13169.8042 - mean_absolute_error: 67.2662 - val_loss: 19465.8599 - val_mean_absolute_error: 98.9680
Epoch 90/1000
148/148 [==============================] - 0s 81us/step - loss: 13151.1695 - mean_absolute_error: 67.2139 - val_loss: 19435.4384 - val_mean_absolute_error: 98.8648
Epoch 91/1000
148/148 [==============================] - 0s 68us/step - loss: 13131.9964 - mean_absolute_error: 67.1834 - val_loss: 19395.8625 - val_mean_absolute_error: 98.7186
Epoch 92/1000
148/148 [==============================] - 0s 68us/step - loss: 13111.8093 - mean_absolute_error: 67.1341 - val_loss: 19365.0816 - val_mean_absolute_error: 98.6225
Epoch 93/1000
148/148 [==============================] - 0s 74us/step - loss: 13092.1879 - mean_absolute_error: 67.0894 - val_loss: 19325.5521 - val_mean_absolute_error: 98.4950
Epoch 94/1000
148/148 [==============================] - 0s 61us/step - loss: 13067.7050 - mean_absolute_error: 67.0413 - val_loss: 19313.6914 - val_mean_absolute_error: 98.5045
Epoch 95/1000
148/148 [==============================] - 0s 74us/step - loss: 13049.5965 - mean_absolute_error: 66.9988 - val_loss: 19296.8301 - val_mean_absolute_error: 98.5025
Epoch 96/1000
148/148 [==============================] - 0s 68us/step - loss: 13026.1003 - mean_absolute_error: 66.9287 - val_loss: 19263.8598 - val_mean_absolute_error: 98.4077
Epoch 97/1000
148/148 [==============================] - 0s 88us/step - loss: 13006.8043 - mean_absolute_error: 66.8940 - val_loss: 19257.3865 - val_mean_absolute_error: 98.4617
Epoch 98/1000
148/148 [==============================] - 0s 74us/step - loss: 12984.0044 - mean_absolute_error: 66.8424 - val_loss: 19236.3963 - val_mean_absolute_error: 98.4139
Epoch 99/1000
148/148 [==============================] - 0s 81us/step - loss: 12963.2347 - mean_absolute_error: 66.7944 - val_loss: 19185.7050 - val_mean_absolute_error: 98.2327
Epoch 100/1000
148/148 [==============================] - 0s 81us/step - loss: 12938.6679 - mean_absolute_error: 66.7284 - val_loss: 19151.6177 - val_mean_absolute_error: 98.1269
Epoch 101/1000
148/148 [==============================] - 0s 68us/step - loss: 12914.7311 - mean_absolute_error: 66.6891 - val_loss: 19122.5245 - val_mean_absolute_error: 98.0462
Epoch 102/1000
148/148 [==============================] - 0s 68us/step - loss: 12894.7385 - mean_absolute_error: 66.6285 - val_loss: 19088.1141 - val_mean_absolute_error: 97.9429
Epoch 103/1000
148/148 [==============================] - 0s 74us/step - loss: 12874.5224 - mean_absolute_error: 66.6152 - val_loss: 19094.3430 - val_mean_absolute_error: 98.0424
Epoch 104/1000
148/148 [==============================] - 0s 74us/step - loss: 12853.6051 - mean_absolute_error: 66.5731 - val_loss: 19060.9868 - val_mean_absolute_error: 97.9459
Epoch 105/1000
148/148 [==============================] - 0s 68us/step - loss: 12832.4630 - mean_absolute_error: 66.5359 - val_loss: 19018.3253 - val_mean_absolute_error: 97.8325
Epoch 106/1000
148/148 [==============================] - 0s 68us/step - loss: 12805.8586 - mean_absolute_error: 66.4728 - val_loss: 18998.7404 - val_mean_absolute_error: 97.7897
Epoch 107/1000
148/148 [==============================] - 0s 61us/step - loss: 12787.7080 - mean_absolute_error: 66.4315 - val_loss: 18976.1113 - val_mean_absolute_error: 97.7250
Epoch 108/1000
148/148 [==============================] - 0s 61us/step - loss: 12770.0549 - mean_absolute_error: 66.4118 - val_loss: 18954.2475 - val_mean_absolute_error: 97.6736
Epoch 109/1000
148/148 [==============================] - 0s 61us/step - loss: 12754.7742 - mean_absolute_error: 66.3991 - val_loss: 18930.7572 - val_mean_absolute_error: 97.6082
Epoch 110/1000
148/148 [==============================] - 0s 74us/step - loss: 12733.9775 - mean_absolute_error: 66.3417 - val_loss: 18889.9296 - val_mean_absolute_error: 97.4634
Epoch 111/1000
148/148 [==============================] - 0s 61us/step - loss: 12716.8525 - mean_absolute_error: 66.2932 - val_loss: 18871.2558 - val_mean_absolute_error: 97.4292
Epoch 112/1000
148/148 [==============================] - 0s 74us/step - loss: 12692.7663 - mean_absolute_error: 66.2300 - val_loss: 18826.6048 - val_mean_absolute_error: 97.2645
Epoch 113/1000
148/148 [==============================] - 0s 68us/step - loss: 12673.6095 - mean_absolute_error: 66.2252 - val_loss: 18778.1119 - val_mean_absolute_error: 97.0845
Epoch 114/1000
148/148 [==============================] - 0s 74us/step - loss: 12652.3008 - mean_absolute_error: 66.1709 - val_loss: 18745.7131 - val_mean_absolute_error: 96.9839
Epoch 115/1000
148/148 [==============================] - 0s 68us/step - loss: 12632.0539 - mean_absolute_error: 66.1463 - val_loss: 18701.0568 - val_mean_absolute_error: 96.8555
Epoch 116/1000
148/148 [==============================] - 0s 68us/step - loss: 12601.1755 - mean_absolute_error: 66.0584 - val_loss: 18666.1183 - val_mean_absolute_error: 96.7256
Epoch 117/1000
148/148 [==============================] - 0s 68us/step - loss: 12584.4547 - mean_absolute_error: 66.0341 - val_loss: 18655.3524 - val_mean_absolute_error: 96.7385
Epoch 118/1000
148/148 [==============================] - 0s 74us/step - loss: 12564.7525 - mean_absolute_error: 66.0043 - val_loss: 18642.6614 - val_mean_absolute_error: 96.7167
Epoch 119/1000
148/148 [==============================] - 0s 68us/step - loss: 12549.8668 - mean_absolute_error: 65.9864 - val_loss: 18566.0898 - val_mean_absolute_error: 96.3720
Epoch 120/1000
148/148 [==============================] - 0s 61us/step - loss: 12526.3139 - mean_absolute_error: 65.9220 - val_loss: 18545.4016 - val_mean_absolute_error: 96.3213
Epoch 121/1000
148/148 [==============================] - 0s 68us/step - loss: 12509.0932 - mean_absolute_error: 65.8928 - val_loss: 18518.1281 - val_mean_absolute_error: 96.2416
Epoch 122/1000
148/148 [==============================] - 0s 74us/step - loss: 12491.4471 - mean_absolute_error: 65.8664 - val_loss: 18455.6834 - val_mean_absolute_error: 96.0200
Epoch 123/1000
148/148 [==============================] - 0s 61us/step - loss: 12461.5644 - mean_absolute_error: 65.8111 - val_loss: 18421.0822 - val_mean_absolute_error: 95.8920
Epoch 124/1000
148/148 [==============================] - ETA: 0s - loss: 17718.1836 - mean_absolute_error: 74.98 - 0s 74us/step - loss: 12447.9918 - mean_absolute_error: 65.7902 - val_loss: 18390.2796 - val_mean_absolute_error: 95.7740
Epoch 125/1000
148/148 [==============================] - 0s 68us/step - loss: 12431.0566 - mean_absolute_error: 65.7576 - val_loss: 18380.0227 - val_mean_absolute_error: 95.7886
Epoch 126/1000
148/148 [==============================] - 0s 74us/step - loss: 12413.2074 - mean_absolute_error: 65.7389 - val_loss: 18337.9038 - val_mean_absolute_error: 95.6269
Epoch 127/1000
148/148 [==============================] - 0s 68us/step - loss: 12391.5582 - mean_absolute_error: 65.6929 - val_loss: 18327.3618 - val_mean_absolute_error: 95.6447
Epoch 128/1000
148/148 [==============================] - 0s 61us/step - loss: 12370.7830 - mean_absolute_error: 65.6732 - val_loss: 18314.0855 - val_mean_absolute_error: 95.6420
Epoch 129/1000
148/148 [==============================] - 0s 68us/step - loss: 12349.8181 - mean_absolute_error: 65.6407 - val_loss: 18272.1463 - val_mean_absolute_error: 95.4849
Epoch 130/1000
148/148 [==============================] - 0s 68us/step - loss: 12329.7520 - mean_absolute_error: 65.6096 - val_loss: 18263.2480 - val_mean_absolute_error: 95.5236
Epoch 131/1000
148/148 [==============================] - 0s 68us/step - loss: 12308.0584 - mean_absolute_error: 65.5713 - val_loss: 18238.9551 - val_mean_absolute_error: 95.4583
Epoch 132/1000
148/148 [==============================] - 0s 74us/step - loss: 12286.7657 - mean_absolute_error: 65.5415 - val_loss: 18152.8683 - val_mean_absolute_error: 95.0528
Epoch 133/1000
148/148 [==============================] - 0s 68us/step - loss: 12263.2440 - mean_absolute_error: 65.5147 - val_loss: 18135.4102 - val_mean_absolute_error: 95.0150
Epoch 134/1000
148/148 [==============================] - 0s 68us/step - loss: 12244.9836 - mean_absolute_error: 65.4964 - val_loss: 18107.6760 - val_mean_absolute_error: 94.9436
Epoch 135/1000
148/148 [==============================] - 0s 68us/step - loss: 12222.5071 - mean_absolute_error: 65.4546 - val_loss: 18088.7095 - val_mean_absolute_error: 94.9076
Epoch 136/1000
148/148 [==============================] - 0s 61us/step - loss: 12205.9732 - mean_absolute_error: 65.4242 - val_loss: 18014.2967 - val_mean_absolute_error: 94.5634
Epoch 137/1000
148/148 [==============================] - 0s 61us/step - loss: 12181.4201 - mean_absolute_error: 65.3608 - val_loss: 17995.9862 - val_mean_absolute_error: 94.5248
Epoch 138/1000
148/148 [==============================] - 0s 74us/step - loss: 12161.2374 - mean_absolute_error: 65.3303 - val_loss: 17966.2047 - val_mean_absolute_error: 94.4228
Epoch 139/1000
148/148 [==============================] - 0s 68us/step - loss: 12141.6913 - mean_absolute_error: 65.3042 - val_loss: 17936.3214 - val_mean_absolute_error: 94.3129
Epoch 140/1000
148/148 [==============================] - 0s 68us/step - loss: 12123.6421 - mean_absolute_error: 65.2790 - val_loss: 17908.5496 - val_mean_absolute_error: 94.2288
Epoch 141/1000
148/148 [==============================] - 0s 68us/step - loss: 12106.8596 - mean_absolute_error: 65.2699 - val_loss: 17910.5268 - val_mean_absolute_error: 94.3087
Epoch 142/1000
148/148 [==============================] - 0s 68us/step - loss: 12085.6282 - mean_absolute_error: 65.2223 - val_loss: 17882.5483 - val_mean_absolute_error: 94.2167
Epoch 143/1000
148/148 [==============================] - 0s 68us/step - loss: 12067.1744 - mean_absolute_error: 65.1875 - val_loss: 17861.6951 - val_mean_absolute_error: 94.1651
Epoch 144/1000
148/148 [==============================] - 0s 68us/step - loss: 12047.2959 - mean_absolute_error: 65.1592 - val_loss: 17784.8504 - val_mean_absolute_error: 93.8242
Epoch 145/1000
148/148 [==============================] - 0s 74us/step - loss: 12017.9649 - mean_absolute_error: 65.1037 - val_loss: 17772.9381 - val_mean_absolute_error: 93.8057
Epoch 146/1000
148/148 [==============================] - 0s 74us/step - loss: 12004.7719 - mean_absolute_error: 65.0796 - val_loss: 17758.5275 - val_mean_absolute_error: 93.7776
Epoch 147/1000
148/148 [==============================] - 0s 74us/step - loss: 11990.3860 - mean_absolute_error: 65.0673 - val_loss: 17728.5969 - val_mean_absolute_error: 93.6627
Epoch 148/1000
148/148 [==============================] - 0s 68us/step - loss: 11971.8666 - mean_absolute_error: 65.0412 - val_loss: 17670.3386 - val_mean_absolute_error: 93.4045
Epoch 149/1000
148/148 [==============================] - 0s 74us/step - loss: 11946.2556 - mean_absolute_error: 64.9779 - val_loss: 17639.9716 - val_mean_absolute_error: 93.2886
Epoch 150/1000
148/148 [==============================] - 0s 74us/step - loss: 11929.9219 - mean_absolute_error: 64.9493 - val_loss: 17608.5610 - val_mean_absolute_error: 93.1751
Epoch 151/1000
148/148 [==============================] - 0s 68us/step - loss: 11914.0104 - mean_absolute_error: 64.9287 - val_loss: 17553.0589 - val_mean_absolute_error: 92.9051
Epoch 152/1000
148/148 [==============================] - 0s 74us/step - loss: 11894.4983 - mean_absolute_error: 64.8747 - val_loss: 17530.3160 - val_mean_absolute_error: 92.8232
Epoch 153/1000
148/148 [==============================] - 0s 68us/step - loss: 11877.8918 - mean_absolute_error: 64.8517 - val_loss: 17478.1576 - val_mean_absolute_error: 92.5800
Epoch 154/1000
148/148 [==============================] - 0s 68us/step - loss: 11853.9153 - mean_absolute_error: 64.8097 - val_loss: 17446.7684 - val_mean_absolute_error: 92.4821
Epoch 155/1000
148/148 [==============================] - 0s 74us/step - loss: 11831.6756 - mean_absolute_error: 64.7516 - val_loss: 17433.0145 - val_mean_absolute_error: 92.4471
Epoch 156/1000
148/148 [==============================] - 0s 68us/step - loss: 11819.6501 - mean_absolute_error: 64.7309 - val_loss: 17385.4505 - val_mean_absolute_error: 92.2071
Epoch 157/1000
148/148 [==============================] - 0s 68us/step - loss: 11801.8952 - mean_absolute_error: 64.6997 - val_loss: 17343.4451 - val_mean_absolute_error: 92.0211
Epoch 158/1000
148/148 [==============================] - 0s 74us/step - loss: 11779.7266 - mean_absolute_error: 64.6548 - val_loss: 17327.4452 - val_mean_absolute_error: 91.9709
Epoch 159/1000
148/148 [==============================] - 0s 61us/step - loss: 11767.3881 - mean_absolute_error: 64.6265 - val_loss: 17312.7444 - val_mean_absolute_error: 91.9255
Epoch 160/1000
148/148 [==============================] - 0s 61us/step - loss: 11753.3527 - mean_absolute_error: 64.6213 - val_loss: 17263.4456 - val_mean_absolute_error: 91.6734
Epoch 161/1000
148/148 [==============================] - 0s 74us/step - loss: 11732.4488 - mean_absolute_error: 64.5647 - val_loss: 17243.0171 - val_mean_absolute_error: 91.6096
Epoch 162/1000
148/148 [==============================] - 0s 68us/step - loss: 11718.2910 - mean_absolute_error: 64.5468 - val_loss: 17221.3177 - val_mean_absolute_error: 91.5332
Epoch 163/1000
148/148 [==============================] - 0s 61us/step - loss: 11701.0630 - mean_absolute_error: 64.5112 - val_loss: 17190.6992 - val_mean_absolute_error: 91.4621
Epoch 164/1000
148/148 [==============================] - 0s 61us/step - loss: 11677.0195 - mean_absolute_error: 64.4785 - val_loss: 17175.2140 - val_mean_absolute_error: 91.4495
Epoch 165/1000
148/148 [==============================] - 0s 61us/step - loss: 11656.3427 - mean_absolute_error: 64.4506 - val_loss: 17149.8707 - val_mean_absolute_error: 91.3508
Epoch 166/1000
148/148 [==============================] - 0s 68us/step - loss: 11639.6077 - mean_absolute_error: 64.4258 - val_loss: 17124.5449 - val_mean_absolute_error: 91.2619
Epoch 167/1000
148/148 [==============================] - 0s 81us/step - loss: 11622.4951 - mean_absolute_error: 64.3959 - val_loss: 17098.3053 - val_mean_absolute_error: 91.1710
Epoch 168/1000
148/148 [==============================] - 0s 68us/step - loss: 11599.9139 - mean_absolute_error: 64.3574 - val_loss: 17049.3262 - val_mean_absolute_error: 90.9527
Epoch 169/1000
148/148 [==============================] - 0s 68us/step - loss: 11574.9131 - mean_absolute_error: 64.3217 - val_loss: 17055.8721 - val_mean_absolute_error: 91.0534
Epoch 170/1000
148/148 [==============================] - 0s 61us/step - loss: 11560.7675 - mean_absolute_error: 64.2855 - val_loss: 17026.5731 - val_mean_absolute_error: 90.9113
Epoch 171/1000
148/148 [==============================] - 0s 68us/step - loss: 11549.0357 - mean_absolute_error: 64.2620 - val_loss: 16995.7187 - val_mean_absolute_error: 90.8186
Epoch 172/1000
148/148 [==============================] - 0s 74us/step - loss: 11525.5187 - mean_absolute_error: 64.2169 - val_loss: 16995.0365 - val_mean_absolute_error: 90.8636
Epoch 173/1000
148/148 [==============================] - 0s 74us/step - loss: 11513.6075 - mean_absolute_error: 64.2095 - val_loss: 16960.2297 - val_mean_absolute_error: 90.7081
Epoch 174/1000
148/148 [==============================] - 0s 74us/step - loss: 11494.3228 - mean_absolute_error: 64.1817 - val_loss: 16949.8578 - val_mean_absolute_error: 90.6840
Epoch 175/1000
148/148 [==============================] - 0s 74us/step - loss: 11485.0408 - mean_absolute_error: 64.1725 - val_loss: 16932.7682 - val_mean_absolute_error: 90.6458
Epoch 176/1000
148/148 [==============================] - 0s 61us/step - loss: 11473.0685 - mean_absolute_error: 64.1550 - val_loss: 16911.2292 - val_mean_absolute_error: 90.5732
Epoch 177/1000
148/148 [==============================] - 0s 74us/step - loss: 11455.5369 - mean_absolute_error: 64.1095 - val_loss: 16863.2926 - val_mean_absolute_error: 90.3086
Epoch 178/1000
148/148 [==============================] - 0s 61us/step - loss: 11438.2831 - mean_absolute_error: 64.0772 - val_loss: 16831.5365 - val_mean_absolute_error: 90.1921
Epoch 179/1000
148/148 [==============================] - 0s 68us/step - loss: 11418.9513 - mean_absolute_error: 64.0378 - val_loss: 16818.9865 - val_mean_absolute_error: 90.1687
Epoch 180/1000
148/148 [==============================] - 0s 68us/step - loss: 11402.3121 - mean_absolute_error: 64.0169 - val_loss: 16801.8950 - val_mean_absolute_error: 90.1107
Epoch 181/1000
148/148 [==============================] - 0s 61us/step - loss: 11389.2432 - mean_absolute_error: 64.0013 - val_loss: 16772.6207 - val_mean_absolute_error: 89.9762
Epoch 182/1000
148/148 [==============================] - 0s 74us/step - loss: 11373.4430 - mean_absolute_error: 63.9655 - val_loss: 16769.7906 - val_mean_absolute_error: 90.0239
Epoch 183/1000
148/148 [==============================] - 0s 61us/step - loss: 11357.3532 - mean_absolute_error: 63.9317 - val_loss: 16719.8570 - val_mean_absolute_error: 89.8129
Epoch 184/1000
148/148 [==============================] - 0s 74us/step - loss: 11331.0195 - mean_absolute_error: 63.8965 - val_loss: 16714.7664 - val_mean_absolute_error: 89.8353
Epoch 185/1000
148/148 [==============================] - 0s 61us/step - loss: 11317.9446 - mean_absolute_error: 63.8655 - val_loss: 16680.7298 - val_mean_absolute_error: 89.6930
Epoch 186/1000
148/148 [==============================] - 0s 74us/step - loss: 11297.3519 - mean_absolute_error: 63.8386 - val_loss: 16677.9786 - val_mean_absolute_error: 89.7393
Epoch 187/1000
148/148 [==============================] - 0s 68us/step - loss: 11282.2844 - mean_absolute_error: 63.8108 - val_loss: 16651.7797 - val_mean_absolute_error: 89.6294
Epoch 188/1000
148/148 [==============================] - 0s 61us/step - loss: 11264.3654 - mean_absolute_error: 63.7678 - val_loss: 16605.2271 - val_mean_absolute_error: 89.4222
Epoch 189/1000
148/148 [==============================] - 0s 74us/step - loss: 11243.4658 - mean_absolute_error: 63.7393 - val_loss: 16594.7124 - val_mean_absolute_error: 89.4445
Epoch 190/1000
148/148 [==============================] - 0s 68us/step - loss: 11227.0524 - mean_absolute_error: 63.7288 - val_loss: 16579.3870 - val_mean_absolute_error: 89.3946
Epoch 191/1000
148/148 [==============================] - 0s 74us/step - loss: 11213.3370 - mean_absolute_error: 63.6971 - val_loss: 16534.5873 - val_mean_absolute_error: 89.1919
Epoch 192/1000
148/148 [==============================] - 0s 74us/step - loss: 11194.4088 - mean_absolute_error: 63.6770 - val_loss: 16515.9710 - val_mean_absolute_error: 89.1222
Epoch 193/1000
148/148 [==============================] - 0s 61us/step - loss: 11179.4758 - mean_absolute_error: 63.6527 - val_loss: 16512.0196 - val_mean_absolute_error: 89.1683
Epoch 194/1000
148/148 [==============================] - 0s 68us/step - loss: 11163.7246 - mean_absolute_error: 63.6084 - val_loss: 16499.8707 - val_mean_absolute_error: 89.1525
Epoch 195/1000
148/148 [==============================] - 0s 81us/step - loss: 11147.3279 - mean_absolute_error: 63.5726 - val_loss: 16478.7413 - val_mean_absolute_error: 89.0958
Epoch 196/1000
148/148 [==============================] - 0s 68us/step - loss: 11127.8540 - mean_absolute_error: 63.5418 - val_loss: 16431.2795 - val_mean_absolute_error: 88.8480
Epoch 197/1000
148/148 [==============================] - 0s 61us/step - loss: 11103.0642 - mean_absolute_error: 63.4732 - val_loss: 16413.4784 - val_mean_absolute_error: 88.8047
Epoch 198/1000
148/148 [==============================] - 0s 68us/step - loss: 11085.5259 - mean_absolute_error: 63.4603 - val_loss: 16382.0802 - val_mean_absolute_error: 88.6716
Epoch 199/1000
148/148 [==============================] - 0s 68us/step - loss: 11064.6964 - mean_absolute_error: 63.4405 - val_loss: 16360.3584 - val_mean_absolute_error: 88.5824
Epoch 200/1000
148/148 [==============================] - 0s 68us/step - loss: 11047.2086 - mean_absolute_error: 63.3918 - val_loss: 16332.1261 - val_mean_absolute_error: 88.4707
Epoch 201/1000
148/148 [==============================] - 0s 74us/step - loss: 11029.7715 - mean_absolute_error: 63.3864 - val_loss: 16284.4442 - val_mean_absolute_error: 88.2784
Epoch 202/1000
148/148 [==============================] - 0s 61us/step - loss: 11004.9423 - mean_absolute_error: 63.3301 - val_loss: 16266.7875 - val_mean_absolute_error: 88.2523
Epoch 203/1000
148/148 [==============================] - 0s 68us/step - loss: 10986.0826 - mean_absolute_error: 63.2952 - val_loss: 16254.1024 - val_mean_absolute_error: 88.2596
Epoch 204/1000
148/148 [==============================] - 0s 74us/step - loss: 10966.1676 - mean_absolute_error: 63.2635 - val_loss: 16242.5455 - val_mean_absolute_error: 88.2270
Epoch 205/1000
148/148 [==============================] - 0s 61us/step - loss: 10953.7241 - mean_absolute_error: 63.2377 - val_loss: 16205.2131 - val_mean_absolute_error: 88.0351
Epoch 206/1000
148/148 [==============================] - 0s 61us/step - loss: 10940.3223 - mean_absolute_error: 63.2218 - val_loss: 16175.9174 - val_mean_absolute_error: 87.9495
Epoch 207/1000
148/148 [==============================] - 0s 74us/step - loss: 10917.4567 - mean_absolute_error: 63.1751 - val_loss: 16155.1282 - val_mean_absolute_error: 87.8653
Epoch 208/1000
148/148 [==============================] - 0s 61us/step - loss: 10904.4871 - mean_absolute_error: 63.1589 - val_loss: 16131.9386 - val_mean_absolute_error: 87.7505
Epoch 209/1000
148/148 [==============================] - 0s 61us/step - loss: 10894.8266 - mean_absolute_error: 63.1388 - val_loss: 16127.2775 - val_mean_absolute_error: 87.7643
Epoch 210/1000
148/148 [==============================] - 0s 68us/step - loss: 10877.9823 - mean_absolute_error: 63.1022 - val_loss: 16116.4352 - val_mean_absolute_error: 87.7493
Epoch 211/1000
148/148 [==============================] - 0s 68us/step - loss: 10865.2965 - mean_absolute_error: 63.0885 - val_loss: 16093.9338 - val_mean_absolute_error: 87.6505
Epoch 212/1000
148/148 [==============================] - 0s 68us/step - loss: 10850.7454 - mean_absolute_error: 63.0630 - val_loss: 16067.1136 - val_mean_absolute_error: 87.5515
Epoch 213/1000
148/148 [==============================] - 0s 74us/step - loss: 10832.4890 - mean_absolute_error: 63.0410 - val_loss: 16031.0417 - val_mean_absolute_error: 87.3734
Epoch 214/1000
148/148 [==============================] - 0s 68us/step - loss: 10812.5202 - mean_absolute_error: 62.9985 - val_loss: 16009.1356 - val_mean_absolute_error: 87.2690
Epoch 215/1000
148/148 [==============================] - 0s 81us/step - loss: 10804.2009 - mean_absolute_error: 63.0139 - val_loss: 15998.0184 - val_mean_absolute_error: 87.2689
Epoch 216/1000
148/148 [==============================] - 0s 74us/step - loss: 10780.3661 - mean_absolute_error: 62.9443 - val_loss: 15958.8831 - val_mean_absolute_error: 87.0641
Epoch 217/1000
148/148 [==============================] - 0s 88us/step - loss: 10760.5146 - mean_absolute_error: 62.9155 - val_loss: 15933.3013 - val_mean_absolute_error: 86.9601
Epoch 218/1000
148/148 [==============================] - 0s 68us/step - loss: 10746.9887 - mean_absolute_error: 62.8974 - val_loss: 15905.9898 - val_mean_absolute_error: 86.8143
Epoch 219/1000
148/148 [==============================] - 0s 68us/step - loss: 10735.0879 - mean_absolute_error: 62.8934 - val_loss: 15876.5807 - val_mean_absolute_error: 86.6624
Epoch 220/1000
148/148 [==============================] - 0s 68us/step - loss: 10720.4788 - mean_absolute_error: 62.8705 - val_loss: 15869.3972 - val_mean_absolute_error: 86.7057
Epoch 221/1000
148/148 [==============================] - 0s 74us/step - loss: 10701.9725 - mean_absolute_error: 62.8188 - val_loss: 15859.8367 - val_mean_absolute_error: 86.7111
Epoch 222/1000
148/148 [==============================] - 0s 61us/step - loss: 10684.0108 - mean_absolute_error: 62.7802 - val_loss: 15807.0358 - val_mean_absolute_error: 86.4328
Epoch 223/1000
148/148 [==============================] - 0s 68us/step - loss: 10658.6571 - mean_absolute_error: 62.7447 - val_loss: 15799.0650 - val_mean_absolute_error: 86.4337
Epoch 224/1000
148/148 [==============================] - 0s 61us/step - loss: 10645.8967 - mean_absolute_error: 62.7445 - val_loss: 15758.5493 - val_mean_absolute_error: 86.2249
Epoch 225/1000
148/148 [==============================] - 0s 61us/step - loss: 10624.0614 - mean_absolute_error: 62.6822 - val_loss: 15742.5477 - val_mean_absolute_error: 86.1687
Epoch 226/1000
148/148 [==============================] - 0s 68us/step - loss: 10611.0291 - mean_absolute_error: 62.6577 - val_loss: 15721.4780 - val_mean_absolute_error: 86.0996
Epoch 227/1000
148/148 [==============================] - 0s 61us/step - loss: 10594.3093 - mean_absolute_error: 62.6416 - val_loss: 15703.7602 - val_mean_absolute_error: 86.0737
Epoch 228/1000
148/148 [==============================] - 0s 61us/step - loss: 10575.2650 - mean_absolute_error: 62.6253 - val_loss: 15674.3237 - val_mean_absolute_error: 85.9543
Epoch 229/1000
148/148 [==============================] - 0s 68us/step - loss: 10559.0158 - mean_absolute_error: 62.5851 - val_loss: 15653.5772 - val_mean_absolute_error: 85.8724
Epoch 230/1000
148/148 [==============================] - 0s 74us/step - loss: 10546.8719 - mean_absolute_error: 62.5545 - val_loss: 15635.6362 - val_mean_absolute_error: 85.8323
Epoch 231/1000
148/148 [==============================] - 0s 61us/step - loss: 10525.3045 - mean_absolute_error: 62.5229 - val_loss: 15613.2899 - val_mean_absolute_error: 85.7643
Epoch 232/1000
148/148 [==============================] - 0s 68us/step - loss: 10505.4213 - mean_absolute_error: 62.4780 - val_loss: 15562.2650 - val_mean_absolute_error: 85.5038
Epoch 233/1000
148/148 [==============================] - 0s 74us/step - loss: 10481.7706 - mean_absolute_error: 62.4353 - val_loss: 15525.8568 - val_mean_absolute_error: 85.2990
Epoch 234/1000
148/148 [==============================] - 0s 81us/step - loss: 10464.5807 - mean_absolute_error: 62.3976 - val_loss: 15489.9765 - val_mean_absolute_error: 85.1345
Epoch 235/1000
148/148 [==============================] - 0s 74us/step - loss: 10449.0867 - mean_absolute_error: 62.3756 - val_loss: 15473.6636 - val_mean_absolute_error: 85.0966
Epoch 236/1000
148/148 [==============================] - 0s 61us/step - loss: 10434.2380 - mean_absolute_error: 62.3670 - val_loss: 15446.0103 - val_mean_absolute_error: 84.9753
Epoch 237/1000
148/148 [==============================] - 0s 68us/step - loss: 10415.8947 - mean_absolute_error: 62.3310 - val_loss: 15442.2234 - val_mean_absolute_error: 85.0262
Epoch 238/1000
148/148 [==============================] - 0s 61us/step - loss: 10397.6623 - mean_absolute_error: 62.2997 - val_loss: 15419.7873 - val_mean_absolute_error: 84.9429
Epoch 239/1000
148/148 [==============================] - 0s 61us/step - loss: 10383.2462 - mean_absolute_error: 62.2878 - val_loss: 15398.5558 - val_mean_absolute_error: 84.8696
Epoch 240/1000
148/148 [==============================] - 0s 68us/step - loss: 10363.7721 - mean_absolute_error: 62.2305 - val_loss: 15397.1122 - val_mean_absolute_error: 84.9627
Epoch 241/1000
148/148 [==============================] - 0s 61us/step - loss: 10340.4602 - mean_absolute_error: 62.2167 - val_loss: 15370.9846 - val_mean_absolute_error: 84.8938
Epoch 242/1000
148/148 [==============================] - 0s 68us/step - loss: 10319.0444 - mean_absolute_error: 62.1812 - val_loss: 15361.8191 - val_mean_absolute_error: 84.8881
Epoch 243/1000
148/148 [==============================] - 0s 68us/step - loss: 10304.7037 - mean_absolute_error: 62.1457 - val_loss: 15338.2171 - val_mean_absolute_error: 84.7742
Epoch 244/1000
148/148 [==============================] - 0s 68us/step - loss: 10290.1493 - mean_absolute_error: 62.1284 - val_loss: 15307.9531 - val_mean_absolute_error: 84.6234
Epoch 245/1000
148/148 [==============================] - 0s 61us/step - loss: 10275.1678 - mean_absolute_error: 62.1006 - val_loss: 15271.0378 - val_mean_absolute_error: 84.4622
Epoch 246/1000
148/148 [==============================] - 0s 74us/step - loss: 10250.8077 - mean_absolute_error: 62.0535 - val_loss: 15275.4606 - val_mean_absolute_error: 84.5633
Epoch 247/1000
148/148 [==============================] - 0s 61us/step - loss: 10233.3603 - mean_absolute_error: 62.0330 - val_loss: 15228.7600 - val_mean_absolute_error: 84.3049
Epoch 248/1000
148/148 [==============================] - 0s 81us/step - loss: 10215.2592 - mean_absolute_error: 62.0216 - val_loss: 15219.9021 - val_mean_absolute_error: 84.3005
Epoch 249/1000
148/148 [==============================] - 0s 74us/step - loss: 10198.9447 - mean_absolute_error: 61.9796 - val_loss: 15179.7894 - val_mean_absolute_error: 84.0935
Epoch 250/1000
148/148 [==============================] - 0s 74us/step - loss: 10178.6927 - mean_absolute_error: 61.9456 - val_loss: 15159.5201 - val_mean_absolute_error: 84.0053
Epoch 251/1000
148/148 [==============================] - 0s 61us/step - loss: 10164.5224 - mean_absolute_error: 61.9270 - val_loss: 15150.8242 - val_mean_absolute_error: 84.0246
Epoch 252/1000
148/148 [==============================] - 0s 88us/step - loss: 10147.4695 - mean_absolute_error: 61.8942 - val_loss: 15108.2648 - val_mean_absolute_error: 83.8152
Epoch 253/1000
148/148 [==============================] - ETA: 0s - loss: 5069.4746 - mean_absolute_error: 47.825 - 0s 68us/step - loss: 10124.3444 - mean_absolute_error: 61.8673 - val_loss: 15067.1129 - val_mean_absolute_error: 83.5814
Epoch 254/1000
148/148 [==============================] - 0s 61us/step - loss: 10105.8686 - mean_absolute_error: 61.8306 - val_loss: 15044.0319 - val_mean_absolute_error: 83.4702
Epoch 255/1000
148/148 [==============================] - 0s 68us/step - loss: 10093.1468 - mean_absolute_error: 61.8174 - val_loss: 15018.7544 - val_mean_absolute_error: 83.3799
Epoch 256/1000
148/148 [==============================] - 0s 61us/step - loss: 10076.1010 - mean_absolute_error: 61.7946 - val_loss: 15005.7401 - val_mean_absolute_error: 83.3863
Epoch 257/1000
148/148 [==============================] - 0s 61us/step - loss: 10053.5501 - mean_absolute_error: 61.7536 - val_loss: 14993.6282 - val_mean_absolute_error: 83.3555
Epoch 258/1000
148/148 [==============================] - 0s 68us/step - loss: 10042.0027 - mean_absolute_error: 61.7329 - val_loss: 14970.1988 - val_mean_absolute_error: 83.2563
Epoch 259/1000
148/148 [==============================] - 0s 68us/step - loss: 10027.2379 - mean_absolute_error: 61.7054 - val_loss: 14940.4975 - val_mean_absolute_error: 83.1487
Epoch 260/1000
148/148 [==============================] - 0s 61us/step - loss: 10005.2544 - mean_absolute_error: 61.6703 - val_loss: 14912.3210 - val_mean_absolute_error: 82.9843
Epoch 261/1000
148/148 [==============================] - 0s 74us/step - loss: 9991.0086 - mean_absolute_error: 61.6435 - val_loss: 14903.9572 - val_mean_absolute_error: 82.9717
Epoch 262/1000
148/148 [==============================] - 0s 68us/step - loss: 9979.7702 - mean_absolute_error: 61.6342 - val_loss: 14894.1543 - val_mean_absolute_error: 82.9768
Epoch 263/1000
148/148 [==============================] - 0s 68us/step - loss: 9966.0766 - mean_absolute_error: 61.5975 - val_loss: 14866.2383 - val_mean_absolute_error: 82.8879
Epoch 264/1000
148/148 [==============================] - 0s 68us/step - loss: 9943.0663 - mean_absolute_error: 61.5552 - val_loss: 14835.6945 - val_mean_absolute_error: 82.7475
Epoch 265/1000
148/148 [==============================] - 0s 61us/step - loss: 9924.1121 - mean_absolute_error: 61.5299 - val_loss: 14829.0603 - val_mean_absolute_error: 82.7769
Epoch 266/1000
148/148 [==============================] - 0s 61us/step - loss: 9908.8150 - mean_absolute_error: 61.4957 - val_loss: 14813.6117 - val_mean_absolute_error: 82.7273
Epoch 267/1000
148/148 [==============================] - 0s 68us/step - loss: 9895.4283 - mean_absolute_error: 61.4893 - val_loss: 14794.6563 - val_mean_absolute_error: 82.6747
Epoch 268/1000
148/148 [==============================] - 0s 68us/step - loss: 9877.3579 - mean_absolute_error: 61.4386 - val_loss: 14780.3113 - val_mean_absolute_error: 82.6333
Epoch 269/1000
148/148 [==============================] - 0s 68us/step - loss: 9862.5897 - mean_absolute_error: 61.4134 - val_loss: 14743.7475 - val_mean_absolute_error: 82.4337
Epoch 270/1000
148/148 [==============================] - 0s 68us/step - loss: 9842.9816 - mean_absolute_error: 61.3828 - val_loss: 14728.4575 - val_mean_absolute_error: 82.3835
Epoch 271/1000
148/148 [==============================] - 0s 61us/step - loss: 9830.9695 - mean_absolute_error: 61.3691 - val_loss: 14721.8730 - val_mean_absolute_error: 82.4107
Epoch 272/1000
148/148 [==============================] - 0s 61us/step - loss: 9814.3546 - mean_absolute_error: 61.3386 - val_loss: 14692.8349 - val_mean_absolute_error: 82.2922
Epoch 273/1000
148/148 [==============================] - 0s 61us/step - loss: 9790.2013 - mean_absolute_error: 61.2915 - val_loss: 14687.2537 - val_mean_absolute_error: 82.3117
Epoch 274/1000
148/148 [==============================] - 0s 68us/step - loss: 9781.8011 - mean_absolute_error: 61.2721 - val_loss: 14680.0938 - val_mean_absolute_error: 82.3235
Epoch 275/1000
148/148 [==============================] - 0s 68us/step - loss: 9766.3471 - mean_absolute_error: 61.2374 - val_loss: 14661.9627 - val_mean_absolute_error: 82.2558
Epoch 276/1000
148/148 [==============================] - 0s 68us/step - loss: 9751.6743 - mean_absolute_error: 61.2075 - val_loss: 14619.8967 - val_mean_absolute_error: 81.9786
Epoch 277/1000
148/148 [==============================] - 0s 68us/step - loss: 9735.7647 - mean_absolute_error: 61.1717 - val_loss: 14600.3436 - val_mean_absolute_error: 81.9029
Epoch 278/1000
148/148 [==============================] - 0s 61us/step - loss: 9721.6565 - mean_absolute_error: 61.1631 - val_loss: 14579.8215 - val_mean_absolute_error: 81.8174
Epoch 279/1000
148/148 [==============================] - 0s 68us/step - loss: 9703.2220 - mean_absolute_error: 61.1143 - val_loss: 14539.1631 - val_mean_absolute_error: 81.6197
Epoch 280/1000
148/148 [==============================] - 0s 61us/step - loss: 9678.2241 - mean_absolute_error: 61.0889 - val_loss: 14520.6517 - val_mean_absolute_error: 81.5586
Epoch 281/1000
148/148 [==============================] - 0s 68us/step - loss: 9663.7073 - mean_absolute_error: 61.0725 - val_loss: 14518.4502 - val_mean_absolute_error: 81.6193
Epoch 282/1000
148/148 [==============================] - 0s 68us/step - loss: 9646.9072 - mean_absolute_error: 61.0332 - val_loss: 14514.2404 - val_mean_absolute_error: 81.6376
Epoch 283/1000
148/148 [==============================] - 0s 68us/step - loss: 9637.5183 - mean_absolute_error: 61.0247 - val_loss: 14509.2726 - val_mean_absolute_error: 81.6787
Epoch 284/1000
148/148 [==============================] - 0s 68us/step - loss: 9619.7537 - mean_absolute_error: 60.9801 - val_loss: 14483.1554 - val_mean_absolute_error: 81.5534
Epoch 285/1000
148/148 [==============================] - 0s 74us/step - loss: 9603.7930 - mean_absolute_error: 60.9454 - val_loss: 14462.8078 - val_mean_absolute_error: 81.5454
Epoch 286/1000
148/148 [==============================] - 0s 61us/step - loss: 9577.0537 - mean_absolute_error: 60.9049 - val_loss: 14447.6404 - val_mean_absolute_error: 81.4822
Epoch 287/1000
148/148 [==============================] - 0s 68us/step - loss: 9565.1852 - mean_absolute_error: 60.8832 - val_loss: 14417.5998 - val_mean_absolute_error: 81.3116
Epoch 288/1000
148/148 [==============================] - 0s 68us/step - loss: 9547.9679 - mean_absolute_error: 60.8408 - val_loss: 14398.7159 - val_mean_absolute_error: 81.2529
Epoch 289/1000
148/148 [==============================] - 0s 68us/step - loss: 9532.5813 - mean_absolute_error: 60.8164 - val_loss: 14360.7757 - val_mean_absolute_error: 81.0404
Epoch 290/1000
148/148 [==============================] - 0s 68us/step - loss: 9510.0688 - mean_absolute_error: 60.7841 - val_loss: 14334.8205 - val_mean_absolute_error: 80.9207
Epoch 291/1000
148/148 [==============================] - 0s 74us/step - loss: 9494.5109 - mean_absolute_error: 60.7777 - val_loss: 14306.6368 - val_mean_absolute_error: 80.7406
Epoch 292/1000
148/148 [==============================] - 0s 54us/step - loss: 9481.0292 - mean_absolute_error: 60.7441 - val_loss: 14281.6863 - val_mean_absolute_error: 80.6746
Epoch 293/1000
148/148 [==============================] - 0s 74us/step - loss: 9457.5138 - mean_absolute_error: 60.6993 - val_loss: 14255.0888 - val_mean_absolute_error: 80.5234
Epoch 294/1000
148/148 [==============================] - 0s 61us/step - loss: 9443.5020 - mean_absolute_error: 60.6957 - val_loss: 14227.8698 - val_mean_absolute_error: 80.3728
Epoch 295/1000
148/148 [==============================] - 0s 61us/step - loss: 9426.8078 - mean_absolute_error: 60.6617 - val_loss: 14217.1800 - val_mean_absolute_error: 80.3310
Epoch 296/1000
148/148 [==============================] - 0s 68us/step - loss: 9415.1863 - mean_absolute_error: 60.6356 - val_loss: 14182.5739 - val_mean_absolute_error: 80.1526
Epoch 297/1000
148/148 [==============================] - 0s 68us/step - loss: 9392.7727 - mean_absolute_error: 60.5879 - val_loss: 14168.0272 - val_mean_absolute_error: 80.1028
Epoch 298/1000
148/148 [==============================] - 0s 68us/step - loss: 9378.9368 - mean_absolute_error: 60.5621 - val_loss: 14137.1838 - val_mean_absolute_error: 79.9459
Epoch 299/1000
148/148 [==============================] - 0s 74us/step - loss: 9362.6089 - mean_absolute_error: 60.5529 - val_loss: 14126.7317 - val_mean_absolute_error: 79.9328
Epoch 300/1000
148/148 [==============================] - 0s 68us/step - loss: 9345.6915 - mean_absolute_error: 60.5021 - val_loss: 14097.7256 - val_mean_absolute_error: 79.8412
Epoch 301/1000
148/148 [==============================] - 0s 68us/step - loss: 9322.3117 - mean_absolute_error: 60.4630 - val_loss: 14085.8840 - val_mean_absolute_error: 79.8212
Epoch 302/1000
148/148 [==============================] - 0s 81us/step - loss: 9307.6936 - mean_absolute_error: 60.4627 - val_loss: 14080.2129 - val_mean_absolute_error: 79.8341
Epoch 303/1000
148/148 [==============================] - 0s 61us/step - loss: 9290.2601 - mean_absolute_error: 60.4217 - val_loss: 14067.2113 - val_mean_absolute_error: 79.7869
Epoch 304/1000
148/148 [==============================] - 0s 68us/step - loss: 9276.6219 - mean_absolute_error: 60.4126 - val_loss: 14049.2989 - val_mean_absolute_error: 79.7219
Epoch 305/1000
148/148 [==============================] - 0s 68us/step - loss: 9257.9809 - mean_absolute_error: 60.3663 - val_loss: 14011.6842 - val_mean_absolute_error: 79.5477
Epoch 306/1000
148/148 [==============================] - 0s 74us/step - loss: 9232.3315 - mean_absolute_error: 60.2984 - val_loss: 13997.8924 - val_mean_absolute_error: 79.5352
Epoch 307/1000
148/148 [==============================] - 0s 68us/step - loss: 9213.0581 - mean_absolute_error: 60.2882 - val_loss: 13991.1176 - val_mean_absolute_error: 79.5424
Epoch 308/1000
148/148 [==============================] - 0s 61us/step - loss: 9199.0178 - mean_absolute_error: 60.2766 - val_loss: 13971.7813 - val_mean_absolute_error: 79.4634
Epoch 309/1000
148/148 [==============================] - 0s 74us/step - loss: 9184.2355 - mean_absolute_error: 60.2424 - val_loss: 13958.8660 - val_mean_absolute_error: 79.4426
Epoch 310/1000
148/148 [==============================] - 0s 68us/step - loss: 9167.2416 - mean_absolute_error: 60.2233 - val_loss: 13945.3694 - val_mean_absolute_error: 79.4268
Epoch 311/1000
148/148 [==============================] - 0s 61us/step - loss: 9149.8713 - mean_absolute_error: 60.2017 - val_loss: 13904.9637 - val_mean_absolute_error: 79.1694
Epoch 312/1000
148/148 [==============================] - 0s 61us/step - loss: 9130.8007 - mean_absolute_error: 60.1435 - val_loss: 13887.8255 - val_mean_absolute_error: 79.1153
Epoch 313/1000
148/148 [==============================] - 0s 74us/step - loss: 9115.0375 - mean_absolute_error: 60.1208 - val_loss: 13873.2154 - val_mean_absolute_error: 79.0641
Epoch 314/1000
148/148 [==============================] - 0s 68us/step - loss: 9100.6706 - mean_absolute_error: 60.1002 - val_loss: 13863.1009 - val_mean_absolute_error: 79.0260
Epoch 315/1000
148/148 [==============================] - 0s 61us/step - loss: 9090.3011 - mean_absolute_error: 60.0888 - val_loss: 13836.8024 - val_mean_absolute_error: 78.9162
Epoch 316/1000
148/148 [==============================] - 0s 74us/step - loss: 9074.3201 - mean_absolute_error: 60.0475 - val_loss: 13793.7827 - val_mean_absolute_error: 78.6674
Epoch 317/1000
148/148 [==============================] - 0s 68us/step - loss: 9051.5795 - mean_absolute_error: 60.0356 - val_loss: 13784.6092 - val_mean_absolute_error: 78.6797
Epoch 318/1000
148/148 [==============================] - 0s 61us/step - loss: 9037.3645 - mean_absolute_error: 60.0034 - val_loss: 13753.8622 - val_mean_absolute_error: 78.5683
Epoch 319/1000
148/148 [==============================] - 0s 68us/step - loss: 9014.5218 - mean_absolute_error: 59.9961 - val_loss: 13740.7569 - val_mean_absolute_error: 78.5280
Epoch 320/1000
148/148 [==============================] - 0s 61us/step - loss: 8999.8274 - mean_absolute_error: 59.9626 - val_loss: 13741.7441 - val_mean_absolute_error: 78.6214
Epoch 321/1000
148/148 [==============================] - 0s 68us/step - loss: 8981.2738 - mean_absolute_error: 59.9260 - val_loss: 13723.5725 - val_mean_absolute_error: 78.5619
Epoch 322/1000
148/148 [==============================] - 0s 68us/step - loss: 8966.3386 - mean_absolute_error: 59.8958 - val_loss: 13702.0321 - val_mean_absolute_error: 78.4476
Epoch 323/1000
148/148 [==============================] - 0s 61us/step - loss: 8950.5075 - mean_absolute_error: 59.8810 - val_loss: 13702.0703 - val_mean_absolute_error: 78.5324
Epoch 324/1000
148/148 [==============================] - 0s 61us/step - loss: 8932.6088 - mean_absolute_error: 59.8382 - val_loss: 13686.9500 - val_mean_absolute_error: 78.4930
Epoch 325/1000
148/148 [==============================] - 0s 68us/step - loss: 8919.4818 - mean_absolute_error: 59.8364 - val_loss: 13663.7135 - val_mean_absolute_error: 78.3835
Epoch 326/1000
148/148 [==============================] - 0s 68us/step - loss: 8905.2207 - mean_absolute_error: 59.8019 - val_loss: 13646.0332 - val_mean_absolute_error: 78.3277
Epoch 327/1000
148/148 [==============================] - 0s 68us/step - loss: 8885.9206 - mean_absolute_error: 59.7847 - val_loss: 13640.9120 - val_mean_absolute_error: 78.3592
Epoch 328/1000
148/148 [==============================] - 0s 68us/step - loss: 8868.2973 - mean_absolute_error: 59.7480 - val_loss: 13628.6740 - val_mean_absolute_error: 78.3304
Epoch 329/1000
148/148 [==============================] - 0s 68us/step - loss: 8853.5303 - mean_absolute_error: 59.7278 - val_loss: 13596.9613 - val_mean_absolute_error: 78.1424
Epoch 330/1000
148/148 [==============================] - 0s 68us/step - loss: 8834.6001 - mean_absolute_error: 59.6956 - val_loss: 13580.9765 - val_mean_absolute_error: 78.0785
Epoch 331/1000
148/148 [==============================] - 0s 68us/step - loss: 8819.4596 - mean_absolute_error: 59.6630 - val_loss: 13538.7265 - val_mean_absolute_error: 77.8416
Epoch 332/1000
148/148 [==============================] - 0s 68us/step - loss: 8797.5745 - mean_absolute_error: 59.6204 - val_loss: 13520.3096 - val_mean_absolute_error: 77.7589
Epoch 333/1000
148/148 [==============================] - 0s 68us/step - loss: 8784.2806 - mean_absolute_error: 59.5865 - val_loss: 13504.3416 - val_mean_absolute_error: 77.7228
Epoch 334/1000
148/148 [==============================] - 0s 68us/step - loss: 8765.7894 - mean_absolute_error: 59.6005 - val_loss: 13485.1859 - val_mean_absolute_error: 77.6437
Epoch 335/1000
148/148 [==============================] - 0s 68us/step - loss: 8752.1241 - mean_absolute_error: 59.5668 - val_loss: 13453.4218 - val_mean_absolute_error: 77.4353
Epoch 336/1000
148/148 [==============================] - 0s 68us/step - loss: 8735.0324 - mean_absolute_error: 59.5305 - val_loss: 13445.1852 - val_mean_absolute_error: 77.4433
Epoch 337/1000
148/148 [==============================] - 0s 74us/step - loss: 8720.1296 - mean_absolute_error: 59.5403 - val_loss: 13439.4275 - val_mean_absolute_error: 77.4312
Epoch 338/1000
148/148 [==============================] - 0s 61us/step - loss: 8711.8872 - mean_absolute_error: 59.5206 - val_loss: 13421.5673 - val_mean_absolute_error: 77.3293
Epoch 339/1000
148/148 [==============================] - 0s 68us/step - loss: 8699.1842 - mean_absolute_error: 59.4958 - val_loss: 13397.4889 - val_mean_absolute_error: 77.2071
Epoch 340/1000
148/148 [==============================] - 0s 74us/step - loss: 8681.3658 - mean_absolute_error: 59.4856 - val_loss: 13374.1907 - val_mean_absolute_error: 77.0741
Epoch 341/1000
148/148 [==============================] - 0s 68us/step - loss: 8667.4417 - mean_absolute_error: 59.4768 - val_loss: 13344.9294 - val_mean_absolute_error: 76.9026
Epoch 342/1000
148/148 [==============================] - 0s 68us/step - loss: 8651.6082 - mean_absolute_error: 59.4285 - val_loss: 13320.7904 - val_mean_absolute_error: 76.7967
Epoch 343/1000
148/148 [==============================] - 0s 74us/step - loss: 8634.6149 - mean_absolute_error: 59.4269 - val_loss: 13305.4065 - val_mean_absolute_error: 76.7408
Epoch 344/1000
148/148 [==============================] - 0s 74us/step - loss: 8620.1956 - mean_absolute_error: 59.3846 - val_loss: 13278.5346 - val_mean_absolute_error: 76.5614
Epoch 345/1000
148/148 [==============================] - 0s 61us/step - loss: 8602.5948 - mean_absolute_error: 59.3427 - val_loss: 13265.6714 - val_mean_absolute_error: 76.5051
Epoch 346/1000
148/148 [==============================] - 0s 74us/step - loss: 8588.8933 - mean_absolute_error: 59.3304 - val_loss: 13233.7032 - val_mean_absolute_error: 76.2893
Epoch 347/1000
148/148 [==============================] - 0s 68us/step - loss: 8570.6135 - mean_absolute_error: 59.2871 - val_loss: 13220.4025 - val_mean_absolute_error: 76.2868
Epoch 348/1000
148/148 [==============================] - 0s 68us/step - loss: 8551.8464 - mean_absolute_error: 59.2620 - val_loss: 13194.1528 - val_mean_absolute_error: 76.1913
Epoch 349/1000
148/148 [==============================] - 0s 74us/step - loss: 8530.5363 - mean_absolute_error: 59.2372 - val_loss: 13180.2149 - val_mean_absolute_error: 76.1276
Epoch 350/1000
148/148 [==============================] - 0s 74us/step - loss: 8518.1921 - mean_absolute_error: 59.2034 - val_loss: 13159.5438 - val_mean_absolute_error: 76.0145
Epoch 351/1000
148/148 [==============================] - 0s 61us/step - loss: 8505.6373 - mean_absolute_error: 59.1946 - val_loss: 13144.2545 - val_mean_absolute_error: 75.9558
Epoch 352/1000
148/148 [==============================] - 0s 74us/step - loss: 8494.1003 - mean_absolute_error: 59.1849 - val_loss: 13126.0332 - val_mean_absolute_error: 75.8745
Epoch 353/1000
148/148 [==============================] - 0s 68us/step - loss: 8479.7428 - mean_absolute_error: 59.1389 - val_loss: 13103.7318 - val_mean_absolute_error: 75.7836
Epoch 354/1000
148/148 [==============================] - 0s 74us/step - loss: 8465.9461 - mean_absolute_error: 59.1272 - val_loss: 13085.4109 - val_mean_absolute_error: 75.7109
Epoch 355/1000
148/148 [==============================] - 0s 61us/step - loss: 8449.0698 - mean_absolute_error: 59.0989 - val_loss: 13063.3448 - val_mean_absolute_error: 75.5956
Epoch 356/1000
148/148 [==============================] - 0s 68us/step - loss: 8434.1161 - mean_absolute_error: 59.0515 - val_loss: 13042.6337 - val_mean_absolute_error: 75.5245
Epoch 357/1000
148/148 [==============================] - 0s 61us/step - loss: 8415.9528 - mean_absolute_error: 59.0493 - val_loss: 13019.3509 - val_mean_absolute_error: 75.4521
Epoch 358/1000
148/148 [==============================] - 0s 68us/step - loss: 8397.0961 - mean_absolute_error: 59.0228 - val_loss: 13015.1204 - val_mean_absolute_error: 75.4535
Epoch 359/1000
148/148 [==============================] - 0s 61us/step - loss: 8386.6423 - mean_absolute_error: 58.9842 - val_loss: 12991.7384 - val_mean_absolute_error: 75.3742
Epoch 360/1000
148/148 [==============================] - 0s 68us/step - loss: 8366.8418 - mean_absolute_error: 58.9644 - val_loss: 12981.9204 - val_mean_absolute_error: 75.3594
Epoch 361/1000
148/148 [==============================] - 0s 81us/step - loss: 8354.4793 - mean_absolute_error: 58.9243 - val_loss: 12971.0414 - val_mean_absolute_error: 75.3488
Epoch 362/1000
148/148 [==============================] - 0s 68us/step - loss: 8341.2045 - mean_absolute_error: 58.9173 - val_loss: 12958.9813 - val_mean_absolute_error: 75.3162
Epoch 363/1000
148/148 [==============================] - 0s 74us/step - loss: 8328.6584 - mean_absolute_error: 58.8974 - val_loss: 12933.9637 - val_mean_absolute_error: 75.1551
Epoch 364/1000
148/148 [==============================] - 0s 74us/step - loss: 8310.8220 - mean_absolute_error: 58.8669 - val_loss: 12921.1202 - val_mean_absolute_error: 75.0939
Epoch 365/1000
148/148 [==============================] - 0s 88us/step - loss: 8298.3523 - mean_absolute_error: 58.8437 - val_loss: 12906.9481 - val_mean_absolute_error: 75.0567
Epoch 366/1000
148/148 [==============================] - 0s 74us/step - loss: 8285.0278 - mean_absolute_error: 58.8205 - val_loss: 12880.2850 - val_mean_absolute_error: 74.9462
Epoch 367/1000
148/148 [==============================] - 0s 68us/step - loss: 8262.4298 - mean_absolute_error: 58.8132 - val_loss: 12871.9805 - val_mean_absolute_error: 74.9069
Epoch 368/1000
148/148 [==============================] - 0s 68us/step - loss: 8248.1294 - mean_absolute_error: 58.7761 - val_loss: 12839.6174 - val_mean_absolute_error: 74.7464
Epoch 369/1000
148/148 [==============================] - 0s 74us/step - loss: 8227.4040 - mean_absolute_error: 58.7393 - val_loss: 12826.9347 - val_mean_absolute_error: 74.7056
Epoch 370/1000
148/148 [==============================] - 0s 61us/step - loss: 8217.6127 - mean_absolute_error: 58.7376 - val_loss: 12811.8443 - val_mean_absolute_error: 74.6440
Epoch 371/1000
148/148 [==============================] - 0s 68us/step - loss: 8204.4734 - mean_absolute_error: 58.7191 - val_loss: 12801.3348 - val_mean_absolute_error: 74.6176
Epoch 372/1000
148/148 [==============================] - 0s 68us/step - loss: 8190.6040 - mean_absolute_error: 58.6747 - val_loss: 12772.4275 - val_mean_absolute_error: 74.4459
Epoch 373/1000
148/148 [==============================] - 0s 68us/step - loss: 8171.7826 - mean_absolute_error: 58.6456 - val_loss: 12745.7437 - val_mean_absolute_error: 74.3270
Epoch 374/1000
148/148 [==============================] - 0s 68us/step - loss: 8151.6137 - mean_absolute_error: 58.6259 - val_loss: 12731.3028 - val_mean_absolute_error: 74.2816
Epoch 375/1000
148/148 [==============================] - 0s 68us/step - loss: 8137.6564 - mean_absolute_error: 58.6059 - val_loss: 12718.6300 - val_mean_absolute_error: 74.2265
Epoch 376/1000
148/148 [==============================] - 0s 61us/step - loss: 8127.9767 - mean_absolute_error: 58.6002 - val_loss: 12709.6458 - val_mean_absolute_error: 74.2109
Epoch 377/1000
148/148 [==============================] - 0s 68us/step - loss: 8120.3744 - mean_absolute_error: 58.5766 - val_loss: 12682.2673 - val_mean_absolute_error: 74.0890
Epoch 378/1000
148/148 [==============================] - 0s 74us/step - loss: 8097.3712 - mean_absolute_error: 58.5334 - val_loss: 12683.5593 - val_mean_absolute_error: 74.0987
Epoch 379/1000
148/148 [==============================] - 0s 68us/step - loss: 8091.5290 - mean_absolute_error: 58.5103 - val_loss: 12665.5125 - val_mean_absolute_error: 74.0237
Epoch 380/1000
148/148 [==============================] - 0s 68us/step - loss: 8078.6345 - mean_absolute_error: 58.5139 - val_loss: 12656.5556 - val_mean_absolute_error: 74.0116
Epoch 381/1000
148/148 [==============================] - 0s 74us/step - loss: 8065.3619 - mean_absolute_error: 58.4558 - val_loss: 12640.9566 - val_mean_absolute_error: 73.9561
Epoch 382/1000
148/148 [==============================] - 0s 68us/step - loss: 8052.4582 - mean_absolute_error: 58.4277 - val_loss: 12632.5749 - val_mean_absolute_error: 73.9373
Epoch 383/1000
148/148 [==============================] - 0s 68us/step - loss: 8037.6845 - mean_absolute_error: 58.4039 - val_loss: 12616.3089 - val_mean_absolute_error: 73.8668
Epoch 384/1000
148/148 [==============================] - 0s 74us/step - loss: 8026.4960 - mean_absolute_error: 58.3834 - val_loss: 12595.2276 - val_mean_absolute_error: 73.7660
Epoch 385/1000
148/148 [==============================] - 0s 68us/step - loss: 8012.3100 - mean_absolute_error: 58.3792 - val_loss: 12586.2850 - val_mean_absolute_error: 73.7479
Epoch 386/1000
148/148 [==============================] - 0s 68us/step - loss: 7996.9602 - mean_absolute_error: 58.3283 - val_loss: 12562.5981 - val_mean_absolute_error: 73.6961
Epoch 387/1000
148/148 [==============================] - 0s 68us/step - loss: 7975.0831 - mean_absolute_error: 58.3033 - val_loss: 12560.5868 - val_mean_absolute_error: 73.7454
Epoch 388/1000
148/148 [==============================] - 0s 74us/step - loss: 7964.0779 - mean_absolute_error: 58.2973 - val_loss: 12536.1203 - val_mean_absolute_error: 73.5879
Epoch 389/1000
148/148 [==============================] - 0s 61us/step - loss: 7952.5628 - mean_absolute_error: 58.2512 - val_loss: 12524.9162 - val_mean_absolute_error: 73.5777
Epoch 390/1000
148/148 [==============================] - 0s 122us/step - loss: 7940.5360 - mean_absolute_error: 58.2299 - val_loss: 12517.8881 - val_mean_absolute_error: 73.5902
Epoch 391/1000
148/148 [==============================] - 0s 68us/step - loss: 7930.7779 - mean_absolute_error: 58.2167 - val_loss: 12502.7846 - val_mean_absolute_error: 73.5208
Epoch 392/1000
148/148 [==============================] - 0s 68us/step - loss: 7918.8286 - mean_absolute_error: 58.1808 - val_loss: 12503.9943 - val_mean_absolute_error: 73.5630
Epoch 393/1000
148/148 [==============================] - 0s 68us/step - loss: 7913.0862 - mean_absolute_error: 58.1919 - val_loss: 12496.9004 - val_mean_absolute_error: 73.5726
Epoch 394/1000
148/148 [==============================] - 0s 81us/step - loss: 7900.9345 - mean_absolute_error: 58.1707 - val_loss: 12488.7387 - val_mean_absolute_error: 73.5842
Epoch 395/1000
148/148 [==============================] - 0s 81us/step - loss: 7888.2086 - mean_absolute_error: 58.1606 - val_loss: 12459.3811 - val_mean_absolute_error: 73.4455
Epoch 396/1000
148/148 [==============================] - 0s 74us/step - loss: 7869.5394 - mean_absolute_error: 58.1164 - val_loss: 12441.3824 - val_mean_absolute_error: 73.3629
Epoch 397/1000
148/148 [==============================] - 0s 74us/step - loss: 7856.5648 - mean_absolute_error: 58.1018 - val_loss: 12411.0324 - val_mean_absolute_error: 73.2022
Epoch 398/1000
148/148 [==============================] - 0s 74us/step - loss: 7837.8509 - mean_absolute_error: 58.0850 - val_loss: 12406.0222 - val_mean_absolute_error: 73.1959
Epoch 399/1000
148/148 [==============================] - 0s 75us/step - loss: 7830.8403 - mean_absolute_error: 58.0544 - val_loss: 12397.8100 - val_mean_absolute_error: 73.1718
Epoch 400/1000
148/148 [==============================] - 0s 68us/step - loss: 7823.1667 - mean_absolute_error: 58.0351 - val_loss: 12386.2948 - val_mean_absolute_error: 73.1028
Epoch 401/1000
148/148 [==============================] - 0s 61us/step - loss: 7812.0225 - mean_absolute_error: 58.0437 - val_loss: 12362.0118 - val_mean_absolute_error: 72.9360
Epoch 402/1000
148/148 [==============================] - 0s 61us/step - loss: 7799.0834 - mean_absolute_error: 58.0003 - val_loss: 12335.3020 - val_mean_absolute_error: 72.8080
Epoch 403/1000
148/148 [==============================] - 0s 61us/step - loss: 7779.7236 - mean_absolute_error: 57.9656 - val_loss: 12324.3327 - val_mean_absolute_error: 72.7538
Epoch 404/1000
148/148 [==============================] - 0s 61us/step - loss: 7771.4211 - mean_absolute_error: 57.9239 - val_loss: 12303.3675 - val_mean_absolute_error: 72.6917
Epoch 405/1000
148/148 [==============================] - 0s 68us/step - loss: 7757.8119 - mean_absolute_error: 57.9034 - val_loss: 12290.9663 - val_mean_absolute_error: 72.6314
Epoch 406/1000
148/148 [==============================] - 0s 68us/step - loss: 7745.9243 - mean_absolute_error: 57.8552 - val_loss: 12285.7222 - val_mean_absolute_error: 72.6317
Epoch 407/1000
148/148 [==============================] - 0s 68us/step - loss: 7734.8521 - mean_absolute_error: 57.8403 - val_loss: 12273.1841 - val_mean_absolute_error: 72.6240
Epoch 408/1000
148/148 [==============================] - 0s 61us/step - loss: 7718.7768 - mean_absolute_error: 57.8217 - val_loss: 12246.4887 - val_mean_absolute_error: 72.5182
Epoch 409/1000
148/148 [==============================] - 0s 61us/step - loss: 7707.6346 - mean_absolute_error: 57.8057 - val_loss: 12221.9140 - val_mean_absolute_error: 72.4269
Epoch 410/1000
148/148 [==============================] - 0s 61us/step - loss: 7697.0248 - mean_absolute_error: 57.7638 - val_loss: 12205.5961 - val_mean_absolute_error: 72.3815
Epoch 411/1000
148/148 [==============================] - 0s 68us/step - loss: 7683.0767 - mean_absolute_error: 57.7470 - val_loss: 12193.8454 - val_mean_absolute_error: 72.3658
Epoch 412/1000
148/148 [==============================] - 0s 68us/step - loss: 7668.1089 - mean_absolute_error: 57.7453 - val_loss: 12174.8508 - val_mean_absolute_error: 72.2892
Epoch 413/1000
148/148 [==============================] - 0s 68us/step - loss: 7657.2165 - mean_absolute_error: 57.7147 - val_loss: 12165.8376 - val_mean_absolute_error: 72.2849
Epoch 414/1000
148/148 [==============================] - 0s 61us/step - loss: 7641.2450 - mean_absolute_error: 57.7079 - val_loss: 12150.2924 - val_mean_absolute_error: 72.2353
Epoch 415/1000
148/148 [==============================] - 0s 74us/step - loss: 7628.0766 - mean_absolute_error: 57.6865 - val_loss: 12124.7831 - val_mean_absolute_error: 72.1280
Epoch 416/1000
148/148 [==============================] - 0s 68us/step - loss: 7615.3520 - mean_absolute_error: 57.6597 - val_loss: 12112.6806 - val_mean_absolute_error: 72.1068
Epoch 417/1000
148/148 [==============================] - 0s 68us/step - loss: 7599.9161 - mean_absolute_error: 57.6243 - val_loss: 12092.7586 - val_mean_absolute_error: 72.0175
Epoch 418/1000
148/148 [==============================] - 0s 61us/step - loss: 7587.6877 - mean_absolute_error: 57.6138 - val_loss: 12081.3582 - val_mean_absolute_error: 71.9853
Epoch 419/1000
148/148 [==============================] - 0s 68us/step - loss: 7574.4703 - mean_absolute_error: 57.5818 - val_loss: 12066.8239 - val_mean_absolute_error: 71.9419
Epoch 420/1000
148/148 [==============================] - 0s 68us/step - loss: 7561.4908 - mean_absolute_error: 57.5552 - val_loss: 12046.5233 - val_mean_absolute_error: 71.8490
Epoch 421/1000
148/148 [==============================] - 0s 61us/step - loss: 7547.9512 - mean_absolute_error: 57.5126 - val_loss: 12027.6593 - val_mean_absolute_error: 71.7694
Epoch 422/1000
148/148 [==============================] - 0s 74us/step - loss: 7536.1017 - mean_absolute_error: 57.5204 - val_loss: 12006.1367 - val_mean_absolute_error: 71.7132
Epoch 423/1000
148/148 [==============================] - 0s 68us/step - loss: 7516.3875 - mean_absolute_error: 57.4957 - val_loss: 11992.4946 - val_mean_absolute_error: 71.6355
Epoch 424/1000
148/148 [==============================] - 0s 61us/step - loss: 7506.1025 - mean_absolute_error: 57.4680 - val_loss: 11988.5069 - val_mean_absolute_error: 71.6388
Epoch 425/1000
148/148 [==============================] - 0s 74us/step - loss: 7496.7842 - mean_absolute_error: 57.4488 - val_loss: 11960.0471 - val_mean_absolute_error: 71.5265
Epoch 426/1000
148/148 [==============================] - 0s 68us/step - loss: 7481.1377 - mean_absolute_error: 57.4262 - val_loss: 11949.3102 - val_mean_absolute_error: 71.4899
Epoch 427/1000
148/148 [==============================] - 0s 68us/step - loss: 7472.8840 - mean_absolute_error: 57.4060 - val_loss: 11947.4163 - val_mean_absolute_error: 71.4802
Epoch 428/1000
148/148 [==============================] - 0s 74us/step - loss: 7465.0243 - mean_absolute_error: 57.4305 - val_loss: 11939.7887 - val_mean_absolute_error: 71.4546
Epoch 429/1000
148/148 [==============================] - 0s 68us/step - loss: 7453.5043 - mean_absolute_error: 57.3892 - val_loss: 11920.7273 - val_mean_absolute_error: 71.3770
Epoch 430/1000
148/148 [==============================] - 0s 68us/step - loss: 7441.1962 - mean_absolute_error: 57.3582 - val_loss: 11907.0409 - val_mean_absolute_error: 71.3549
Epoch 431/1000
148/148 [==============================] - 0s 68us/step - loss: 7423.7953 - mean_absolute_error: 57.3502 - val_loss: 11901.0007 - val_mean_absolute_error: 71.3335
Epoch 432/1000
148/148 [==============================] - 0s 68us/step - loss: 7419.9929 - mean_absolute_error: 57.3483 - val_loss: 11894.2282 - val_mean_absolute_error: 71.3070
Epoch 433/1000
148/148 [==============================] - 0s 74us/step - loss: 7410.4503 - mean_absolute_error: 57.2889 - val_loss: 11873.5105 - val_mean_absolute_error: 71.2587
Epoch 434/1000
148/148 [==============================] - 0s 74us/step - loss: 7394.1053 - mean_absolute_error: 57.2825 - val_loss: 11863.5490 - val_mean_absolute_error: 71.2291
Epoch 435/1000
148/148 [==============================] - 0s 68us/step - loss: 7387.0268 - mean_absolute_error: 57.3002 - val_loss: 11861.4039 - val_mean_absolute_error: 71.2315
Epoch 436/1000
148/148 [==============================] - 0s 61us/step - loss: 7379.4068 - mean_absolute_error: 57.3137 - val_loss: 11850.5630 - val_mean_absolute_error: 71.1999
Epoch 437/1000
148/148 [==============================] - 0s 74us/step - loss: 7370.7053 - mean_absolute_error: 57.2994 - val_loss: 11834.6124 - val_mean_absolute_error: 71.1151
Epoch 438/1000
148/148 [==============================] - 0s 68us/step - loss: 7362.2791 - mean_absolute_error: 57.2592 - val_loss: 11823.4943 - val_mean_absolute_error: 71.0745
Epoch 439/1000
148/148 [==============================] - 0s 74us/step - loss: 7351.1232 - mean_absolute_error: 57.2438 - val_loss: 11813.0783 - val_mean_absolute_error: 71.0436
Epoch 440/1000
148/148 [==============================] - 0s 68us/step - loss: 7339.2594 - mean_absolute_error: 57.2128 - val_loss: 11794.5866 - val_mean_absolute_error: 70.9882
Epoch 441/1000
148/148 [==============================] - 0s 68us/step - loss: 7325.3065 - mean_absolute_error: 57.2099 - val_loss: 11783.3665 - val_mean_absolute_error: 70.9636
Epoch 442/1000
148/148 [==============================] - 0s 61us/step - loss: 7312.8130 - mean_absolute_error: 57.1752 - val_loss: 11770.0925 - val_mean_absolute_error: 70.9177
Epoch 443/1000
148/148 [==============================] - 0s 68us/step - loss: 7301.8871 - mean_absolute_error: 57.1445 - val_loss: 11755.7634 - val_mean_absolute_error: 70.8873
Epoch 444/1000
148/148 [==============================] - 0s 61us/step - loss: 7286.1799 - mean_absolute_error: 57.1180 - val_loss: 11747.5902 - val_mean_absolute_error: 70.8757
Epoch 445/1000
148/148 [==============================] - 0s 61us/step - loss: 7273.5959 - mean_absolute_error: 57.1190 - val_loss: 11740.6613 - val_mean_absolute_error: 70.8776
Epoch 446/1000
148/148 [==============================] - 0s 61us/step - loss: 7262.4684 - mean_absolute_error: 57.1020 - val_loss: 11724.4658 - val_mean_absolute_error: 70.7795
Epoch 447/1000
148/148 [==============================] - 0s 54us/step - loss: 7252.6871 - mean_absolute_error: 57.0516 - val_loss: 11710.9031 - val_mean_absolute_error: 70.7012
Epoch 448/1000
148/148 [==============================] - 0s 68us/step - loss: 7241.6335 - mean_absolute_error: 57.0517 - val_loss: 11685.8171 - val_mean_absolute_error: 70.5783
Epoch 449/1000
148/148 [==============================] - 0s 61us/step - loss: 7227.3959 - mean_absolute_error: 56.9973 - val_loss: 11675.8098 - val_mean_absolute_error: 70.5511
Epoch 450/1000
148/148 [==============================] - 0s 68us/step - loss: 7217.3476 - mean_absolute_error: 57.0240 - val_loss: 11665.8166 - val_mean_absolute_error: 70.5165
Epoch 451/1000
148/148 [==============================] - 0s 61us/step - loss: 7207.5878 - mean_absolute_error: 56.9994 - val_loss: 11643.8004 - val_mean_absolute_error: 70.4317
Epoch 452/1000
148/148 [==============================] - 0s 61us/step - loss: 7194.9509 - mean_absolute_error: 56.9808 - val_loss: 11632.3092 - val_mean_absolute_error: 70.3674
Epoch 453/1000
148/148 [==============================] - 0s 68us/step - loss: 7187.4550 - mean_absolute_error: 56.9617 - val_loss: 11619.1010 - val_mean_absolute_error: 70.3095
Epoch 454/1000
148/148 [==============================] - 0s 61us/step - loss: 7178.2919 - mean_absolute_error: 56.9375 - val_loss: 11607.0138 - val_mean_absolute_error: 70.2902
Epoch 455/1000
148/148 [==============================] - 0s 68us/step - loss: 7169.3535 - mean_absolute_error: 56.9440 - val_loss: 11595.2038 - val_mean_absolute_error: 70.2392
Epoch 456/1000
148/148 [==============================] - 0s 68us/step - loss: 7158.9931 - mean_absolute_error: 56.9187 - val_loss: 11582.5543 - val_mean_absolute_error: 70.1739
Epoch 457/1000
148/148 [==============================] - 0s 68us/step - loss: 7145.7795 - mean_absolute_error: 56.9177 - val_loss: 11569.3693 - val_mean_absolute_error: 70.1412
Epoch 458/1000
148/148 [==============================] - 0s 74us/step - loss: 7134.6177 - mean_absolute_error: 56.8910 - val_loss: 11553.8171 - val_mean_absolute_error: 70.0668
Epoch 459/1000
148/148 [==============================] - 0s 81us/step - loss: 7127.9322 - mean_absolute_error: 56.8681 - val_loss: 11544.1331 - val_mean_absolute_error: 70.0184
Epoch 460/1000
148/148 [==============================] - 0s 74us/step - loss: 7116.1978 - mean_absolute_error: 56.8379 - val_loss: 11528.9835 - val_mean_absolute_error: 69.9303
Epoch 461/1000
148/148 [==============================] - 0s 101us/step - loss: 7105.9749 - mean_absolute_error: 56.8051 - val_loss: 11515.2863 - val_mean_absolute_error: 69.8856
Epoch 462/1000
148/148 [==============================] - 0s 95us/step - loss: 7096.5107 - mean_absolute_error: 56.7701 - val_loss: 11492.4993 - val_mean_absolute_error: 69.8251
Epoch 463/1000
148/148 [==============================] - 0s 101us/step - loss: 7078.2975 - mean_absolute_error: 56.7272 - val_loss: 11489.6331 - val_mean_absolute_error: 69.8235
Epoch 464/1000
148/148 [==============================] - 0s 108us/step - loss: 7070.9744 - mean_absolute_error: 56.7223 - val_loss: 11474.7106 - val_mean_absolute_error: 69.7518
Epoch 465/1000
148/148 [==============================] - 0s 88us/step - loss: 7062.4646 - mean_absolute_error: 56.7001 - val_loss: 11458.9023 - val_mean_absolute_error: 69.6973
Epoch 466/1000
148/148 [==============================] - 0s 95us/step - loss: 7057.8059 - mean_absolute_error: 56.6570 - val_loss: 11443.9556 - val_mean_absolute_error: 69.6091
Epoch 467/1000
148/148 [==============================] - 0s 68us/step - loss: 7045.8313 - mean_absolute_error: 56.6427 - val_loss: 11433.0064 - val_mean_absolute_error: 69.5623
Epoch 468/1000
148/148 [==============================] - 0s 108us/step - loss: 7039.6209 - mean_absolute_error: 56.6100 - val_loss: 11423.6252 - val_mean_absolute_error: 69.5392
Epoch 469/1000
148/148 [==============================] - 0s 81us/step - loss: 7030.0221 - mean_absolute_error: 56.6121 - val_loss: 11411.1794 - val_mean_absolute_error: 69.4839
Epoch 470/1000
148/148 [==============================] - 0s 101us/step - loss: 7022.8490 - mean_absolute_error: 56.5911 - val_loss: 11399.4066 - val_mean_absolute_error: 69.4667
Epoch 471/1000
148/148 [==============================] - 0s 95us/step - loss: 7015.8154 - mean_absolute_error: 56.6174 - val_loss: 11390.4739 - val_mean_absolute_error: 69.4342
Epoch 472/1000
148/148 [==============================] - 0s 81us/step - loss: 7003.5057 - mean_absolute_error: 56.5721 - val_loss: 11377.3883 - val_mean_absolute_error: 69.3862
Epoch 473/1000
148/148 [==============================] - 0s 81us/step - loss: 6994.5893 - mean_absolute_error: 56.5377 - val_loss: 11366.1806 - val_mean_absolute_error: 69.3425
Epoch 474/1000
148/148 [==============================] - 0s 101us/step - loss: 6983.7280 - mean_absolute_error: 56.5421 - val_loss: 11351.7933 - val_mean_absolute_error: 69.2877
Epoch 475/1000
148/148 [==============================] - 0s 101us/step - loss: 6970.4511 - mean_absolute_error: 56.5452 - val_loss: 11340.2215 - val_mean_absolute_error: 69.2712
Epoch 476/1000
148/148 [==============================] - 0s 88us/step - loss: 6964.1000 - mean_absolute_error: 56.5492 - val_loss: 11327.9730 - val_mean_absolute_error: 69.2285
Epoch 477/1000
148/148 [==============================] - 0s 88us/step - loss: 6956.3452 - mean_absolute_error: 56.5437 - val_loss: 11315.1920 - val_mean_absolute_error: 69.1389
Epoch 478/1000
148/148 [==============================] - 0s 88us/step - loss: 6946.4600 - mean_absolute_error: 56.4750 - val_loss: 11317.0657 - val_mean_absolute_error: 69.1590
Epoch 479/1000
148/148 [==============================] - 0s 81us/step - loss: 6941.7047 - mean_absolute_error: 56.4704 - val_loss: 11307.7308 - val_mean_absolute_error: 69.1396
Epoch 480/1000
148/148 [==============================] - 0s 74us/step - loss: 6936.2942 - mean_absolute_error: 56.4846 - val_loss: 11298.9581 - val_mean_absolute_error: 69.1001
Epoch 481/1000
148/148 [==============================] - 0s 101us/step - loss: 6928.4151 - mean_absolute_error: 56.4683 - val_loss: 11284.7068 - val_mean_absolute_error: 69.0374
Epoch 482/1000
148/148 [==============================] - 0s 88us/step - loss: 6918.9406 - mean_absolute_error: 56.4464 - val_loss: 11270.8300 - val_mean_absolute_error: 68.9940
Epoch 483/1000
148/148 [==============================] - 0s 81us/step - loss: 6908.2540 - mean_absolute_error: 56.4300 - val_loss: 11256.5153 - val_mean_absolute_error: 68.9444
Epoch 484/1000
148/148 [==============================] - 0s 68us/step - loss: 6899.2040 - mean_absolute_error: 56.3999 - val_loss: 11238.6953 - val_mean_absolute_error: 68.8243
Epoch 485/1000
148/148 [==============================] - 0s 95us/step - loss: 6889.7138 - mean_absolute_error: 56.3832 - val_loss: 11236.9587 - val_mean_absolute_error: 68.8466
Epoch 486/1000
148/148 [==============================] - 0s 95us/step - loss: 6882.8669 - mean_absolute_error: 56.3818 - val_loss: 11230.8234 - val_mean_absolute_error: 68.8453
Epoch 487/1000
148/148 [==============================] - 0s 108us/step - loss: 6877.6026 - mean_absolute_error: 56.3719 - val_loss: 11212.7781 - val_mean_absolute_error: 68.8066
Epoch 488/1000
148/148 [==============================] - 0s 74us/step - loss: 6865.0841 - mean_absolute_error: 56.3465 - val_loss: 11201.1764 - val_mean_absolute_error: 68.7191
Epoch 489/1000
148/148 [==============================] - 0s 81us/step - loss: 6856.9368 - mean_absolute_error: 56.3188 - val_loss: 11191.2329 - val_mean_absolute_error: 68.6863
Epoch 490/1000
148/148 [==============================] - 0s 68us/step - loss: 6851.3164 - mean_absolute_error: 56.2899 - val_loss: 11184.6589 - val_mean_absolute_error: 68.6782
Epoch 491/1000
148/148 [==============================] - 0s 68us/step - loss: 6845.3946 - mean_absolute_error: 56.2736 - val_loss: 11178.6421 - val_mean_absolute_error: 68.6533
Epoch 492/1000
148/148 [==============================] - 0s 68us/step - loss: 6838.6860 - mean_absolute_error: 56.2455 - val_loss: 11170.1171 - val_mean_absolute_error: 68.6073
Epoch 493/1000
148/148 [==============================] - 0s 61us/step - loss: 6830.5287 - mean_absolute_error: 56.2654 - val_loss: 11162.6289 - val_mean_absolute_error: 68.5822
Epoch 494/1000
148/148 [==============================] - 0s 68us/step - loss: 6823.2921 - mean_absolute_error: 56.2450 - val_loss: 11147.6344 - val_mean_absolute_error: 68.5272
Epoch 495/1000
148/148 [==============================] - 0s 61us/step - loss: 6813.5058 - mean_absolute_error: 56.2172 - val_loss: 11138.5258 - val_mean_absolute_error: 68.4892
Epoch 496/1000
148/148 [==============================] - 0s 81us/step - loss: 6804.3933 - mean_absolute_error: 56.2012 - val_loss: 11120.5540 - val_mean_absolute_error: 68.4011
Epoch 497/1000
148/148 [==============================] - 0s 68us/step - loss: 6792.3996 - mean_absolute_error: 56.1775 - val_loss: 11108.0543 - val_mean_absolute_error: 68.3887
Epoch 498/1000
148/148 [==============================] - 0s 74us/step - loss: 6780.5549 - mean_absolute_error: 56.1377 - val_loss: 11092.2375 - val_mean_absolute_error: 68.2915
Epoch 499/1000
148/148 [==============================] - 0s 88us/step - loss: 6773.4458 - mean_absolute_error: 56.1451 - val_loss: 11078.7428 - val_mean_absolute_error: 68.2710
Epoch 500/1000
148/148 [==============================] - 0s 74us/step - loss: 6764.1778 - mean_absolute_error: 56.1248 - val_loss: 11067.5436 - val_mean_absolute_error: 68.1863
Epoch 501/1000
148/148 [==============================] - 0s 81us/step - loss: 6756.8869 - mean_absolute_error: 56.0960 - val_loss: 11060.5017 - val_mean_absolute_error: 68.1972
Epoch 502/1000
148/148 [==============================] - 0s 74us/step - loss: 6751.1534 - mean_absolute_error: 56.0974 - val_loss: 11054.5515 - val_mean_absolute_error: 68.1788
Epoch 503/1000
148/148 [==============================] - 0s 81us/step - loss: 6745.2397 - mean_absolute_error: 56.0819 - val_loss: 11027.3297 - val_mean_absolute_error: 68.0628
Epoch 504/1000
148/148 [==============================] - 0s 68us/step - loss: 6729.6974 - mean_absolute_error: 56.0519 - val_loss: 11021.7032 - val_mean_absolute_error: 68.0347
Epoch 505/1000
148/148 [==============================] - 0s 61us/step - loss: 6725.4000 - mean_absolute_error: 56.0439 - val_loss: 11020.1565 - val_mean_absolute_error: 68.0484
Epoch 506/1000
148/148 [==============================] - 0s 68us/step - loss: 6721.4076 - mean_absolute_error: 56.0580 - val_loss: 11017.9018 - val_mean_absolute_error: 68.0868
Epoch 507/1000
148/148 [==============================] - 0s 68us/step - loss: 6716.8715 - mean_absolute_error: 56.0443 - val_loss: 11012.7951 - val_mean_absolute_error: 68.0603
Epoch 508/1000
148/148 [==============================] - 0s 68us/step - loss: 6711.0954 - mean_absolute_error: 56.0296 - val_loss: 10997.8735 - val_mean_absolute_error: 68.0077
Epoch 509/1000
148/148 [==============================] - 0s 74us/step - loss: 6700.8391 - mean_absolute_error: 55.9967 - val_loss: 10989.7073 - val_mean_absolute_error: 67.9864
Epoch 510/1000
148/148 [==============================] - 0s 68us/step - loss: 6693.1945 - mean_absolute_error: 55.9763 - val_loss: 10969.5324 - val_mean_absolute_error: 67.8899
Epoch 511/1000
148/148 [==============================] - 0s 74us/step - loss: 6684.7032 - mean_absolute_error: 55.9544 - val_loss: 10954.1874 - val_mean_absolute_error: 67.8498
Epoch 512/1000
148/148 [==============================] - 0s 68us/step - loss: 6673.0320 - mean_absolute_error: 55.9237 - val_loss: 10950.4544 - val_mean_absolute_error: 67.8128
Epoch 513/1000
148/148 [==============================] - 0s 61us/step - loss: 6670.9342 - mean_absolute_error: 55.9255 - val_loss: 10946.8509 - val_mean_absolute_error: 67.8257
Epoch 514/1000
148/148 [==============================] - 0s 61us/step - loss: 6663.1045 - mean_absolute_error: 55.9030 - val_loss: 10933.2865 - val_mean_absolute_error: 67.7977
Epoch 515/1000
148/148 [==============================] - 0s 81us/step - loss: 6652.9052 - mean_absolute_error: 55.8826 - val_loss: 10929.1903 - val_mean_absolute_error: 67.8051
Epoch 516/1000
148/148 [==============================] - 0s 68us/step - loss: 6643.6138 - mean_absolute_error: 55.8743 - val_loss: 10921.9004 - val_mean_absolute_error: 67.7884
Epoch 517/1000
148/148 [==============================] - 0s 61us/step - loss: 6639.2213 - mean_absolute_error: 55.8870 - val_loss: 10920.9946 - val_mean_absolute_error: 67.7954
Epoch 518/1000
148/148 [==============================] - 0s 74us/step - loss: 6633.8814 - mean_absolute_error: 55.8737 - val_loss: 10915.0001 - val_mean_absolute_error: 67.7435
Epoch 519/1000
148/148 [==============================] - 0s 68us/step - loss: 6624.8349 - mean_absolute_error: 55.8729 - val_loss: 10902.0990 - val_mean_absolute_error: 67.7070
Epoch 520/1000
148/148 [==============================] - 0s 74us/step - loss: 6615.8856 - mean_absolute_error: 55.8564 - val_loss: 10896.4819 - val_mean_absolute_error: 67.6827
Epoch 521/1000
148/148 [==============================] - 0s 68us/step - loss: 6610.2736 - mean_absolute_error: 55.8175 - val_loss: 10890.1675 - val_mean_absolute_error: 67.6859
Epoch 522/1000
148/148 [==============================] - 0s 61us/step - loss: 6601.8317 - mean_absolute_error: 55.8084 - val_loss: 10880.7492 - val_mean_absolute_error: 67.6403
Epoch 523/1000
148/148 [==============================] - 0s 68us/step - loss: 6593.7911 - mean_absolute_error: 55.7815 - val_loss: 10871.0925 - val_mean_absolute_error: 67.6088
Epoch 524/1000
148/148 [==============================] - 0s 74us/step - loss: 6587.8001 - mean_absolute_error: 55.7800 - val_loss: 10863.5581 - val_mean_absolute_error: 67.5803
Epoch 525/1000
148/148 [==============================] - 0s 61us/step - loss: 6578.0309 - mean_absolute_error: 55.7681 - val_loss: 10841.7951 - val_mean_absolute_error: 67.4504
Epoch 526/1000
148/148 [==============================] - 0s 61us/step - loss: 6564.6595 - mean_absolute_error: 55.7422 - val_loss: 10832.3346 - val_mean_absolute_error: 67.4204
Epoch 527/1000
148/148 [==============================] - 0s 74us/step - loss: 6556.6803 - mean_absolute_error: 55.7454 - val_loss: 10832.1082 - val_mean_absolute_error: 67.4564
Epoch 528/1000
148/148 [==============================] - 0s 61us/step - loss: 6549.6927 - mean_absolute_error: 55.7528 - val_loss: 10822.9797 - val_mean_absolute_error: 67.3892
Epoch 529/1000
148/148 [==============================] - 0s 68us/step - loss: 6543.3229 - mean_absolute_error: 55.7231 - val_loss: 10810.5782 - val_mean_absolute_error: 67.3232
Epoch 530/1000
148/148 [==============================] - 0s 68us/step - loss: 6536.7330 - mean_absolute_error: 55.6881 - val_loss: 10798.8225 - val_mean_absolute_error: 67.2428
Epoch 531/1000
148/148 [==============================] - 0s 74us/step - loss: 6532.4171 - mean_absolute_error: 55.6691 - val_loss: 10793.7195 - val_mean_absolute_error: 67.2391
Epoch 532/1000
148/148 [==============================] - 0s 68us/step - loss: 6527.6270 - mean_absolute_error: 55.6386 - val_loss: 10786.4201 - val_mean_absolute_error: 67.2032
Epoch 533/1000
148/148 [==============================] - 0s 61us/step - loss: 6519.2597 - mean_absolute_error: 55.6363 - val_loss: 10772.7452 - val_mean_absolute_error: 67.1325
Epoch 534/1000
148/148 [==============================] - 0s 74us/step - loss: 6513.2257 - mean_absolute_error: 55.6498 - val_loss: 10758.3527 - val_mean_absolute_error: 67.0896
Epoch 535/1000
148/148 [==============================] - 0s 61us/step - loss: 6501.4412 - mean_absolute_error: 55.6149 - val_loss: 10749.2634 - val_mean_absolute_error: 67.0546
Epoch 536/1000
148/148 [==============================] - 0s 68us/step - loss: 6496.2965 - mean_absolute_error: 55.5875 - val_loss: 10745.3541 - val_mean_absolute_error: 67.0458
Epoch 537/1000
148/148 [==============================] - 0s 61us/step - loss: 6487.9624 - mean_absolute_error: 55.5623 - val_loss: 10737.2064 - val_mean_absolute_error: 67.0121
Epoch 538/1000
148/148 [==============================] - 0s 54us/step - loss: 6483.8306 - mean_absolute_error: 55.5449 - val_loss: 10731.4155 - val_mean_absolute_error: 67.0124
Epoch 539/1000
148/148 [==============================] - 0s 74us/step - loss: 6474.9931 - mean_absolute_error: 55.5484 - val_loss: 10721.4736 - val_mean_absolute_error: 66.9344
Epoch 540/1000
148/148 [==============================] - 0s 68us/step - loss: 6469.5756 - mean_absolute_error: 55.5081 - val_loss: 10707.0735 - val_mean_absolute_error: 66.8839
Epoch 541/1000
148/148 [==============================] - 0s 68us/step - loss: 6458.6445 - mean_absolute_error: 55.5069 - val_loss: 10695.9561 - val_mean_absolute_error: 66.8544
Epoch 542/1000
148/148 [==============================] - 0s 74us/step - loss: 6453.5980 - mean_absolute_error: 55.4928 - val_loss: 10690.7647 - val_mean_absolute_error: 66.8192
Epoch 543/1000
148/148 [==============================] - 0s 68us/step - loss: 6446.5741 - mean_absolute_error: 55.4846 - val_loss: 10685.9469 - val_mean_absolute_error: 66.8525
Epoch 544/1000
148/148 [==============================] - 0s 81us/step - loss: 6438.2467 - mean_absolute_error: 55.4871 - val_loss: 10672.4958 - val_mean_absolute_error: 66.8205
Epoch 545/1000
148/148 [==============================] - 0s 68us/step - loss: 6429.6899 - mean_absolute_error: 55.4585 - val_loss: 10670.3603 - val_mean_absolute_error: 66.8314
Epoch 546/1000
148/148 [==============================] - 0s 74us/step - loss: 6422.7456 - mean_absolute_error: 55.4532 - val_loss: 10667.9915 - val_mean_absolute_error: 66.8373
Epoch 547/1000
148/148 [==============================] - 0s 68us/step - loss: 6417.8782 - mean_absolute_error: 55.4489 - val_loss: 10660.4497 - val_mean_absolute_error: 66.8160
Epoch 548/1000
148/148 [==============================] - 0s 68us/step - loss: 6415.0400 - mean_absolute_error: 55.4719 - val_loss: 10649.5256 - val_mean_absolute_error: 66.7245
Epoch 549/1000
148/148 [==============================] - 0s 68us/step - loss: 6404.3002 - mean_absolute_error: 55.4133 - val_loss: 10640.6921 - val_mean_absolute_error: 66.7058
Epoch 550/1000
148/148 [==============================] - 0s 74us/step - loss: 6399.0876 - mean_absolute_error: 55.4202 - val_loss: 10637.4723 - val_mean_absolute_error: 66.6696
Epoch 551/1000
148/148 [==============================] - 0s 68us/step - loss: 6393.6752 - mean_absolute_error: 55.4181 - val_loss: 10622.8899 - val_mean_absolute_error: 66.6201
Epoch 552/1000
148/148 [==============================] - 0s 61us/step - loss: 6384.2454 - mean_absolute_error: 55.4103 - val_loss: 10614.6826 - val_mean_absolute_error: 66.5938
Epoch 553/1000
148/148 [==============================] - 0s 61us/step - loss: 6378.8778 - mean_absolute_error: 55.3861 - val_loss: 10611.5951 - val_mean_absolute_error: 66.5638
Epoch 554/1000
148/148 [==============================] - 0s 74us/step - loss: 6374.3610 - mean_absolute_error: 55.3605 - val_loss: 10606.6371 - val_mean_absolute_error: 66.5925
Epoch 555/1000
148/148 [==============================] - 0s 68us/step - loss: 6368.7747 - mean_absolute_error: 55.3655 - val_loss: 10598.5568 - val_mean_absolute_error: 66.5265
Epoch 556/1000
148/148 [==============================] - 0s 81us/step - loss: 6364.3460 - mean_absolute_error: 55.3393 - val_loss: 10593.9442 - val_mean_absolute_error: 66.4708
Epoch 557/1000
148/148 [==============================] - 0s 74us/step - loss: 6359.7589 - mean_absolute_error: 55.3073 - val_loss: 10593.1491 - val_mean_absolute_error: 66.5144
Epoch 558/1000
148/148 [==============================] - 0s 68us/step - loss: 6354.6194 - mean_absolute_error: 55.3011 - val_loss: 10582.1912 - val_mean_absolute_error: 66.4843
Epoch 559/1000
148/148 [==============================] - 0s 68us/step - loss: 6347.3321 - mean_absolute_error: 55.3174 - val_loss: 10575.3111 - val_mean_absolute_error: 66.5091
Epoch 560/1000
148/148 [==============================] - 0s 68us/step - loss: 6340.7173 - mean_absolute_error: 55.3025 - val_loss: 10574.2314 - val_mean_absolute_error: 66.5278
Epoch 561/1000
148/148 [==============================] - 0s 74us/step - loss: 6336.9959 - mean_absolute_error: 55.2865 - val_loss: 10569.1019 - val_mean_absolute_error: 66.4879
Epoch 562/1000
148/148 [==============================] - 0s 74us/step - loss: 6333.7561 - mean_absolute_error: 55.2947 - val_loss: 10562.9748 - val_mean_absolute_error: 66.4460
Epoch 563/1000
148/148 [==============================] - 0s 68us/step - loss: 6330.3221 - mean_absolute_error: 55.2875 - val_loss: 10554.1252 - val_mean_absolute_error: 66.3482
Epoch 564/1000
148/148 [==============================] - 0s 81us/step - loss: 6321.5723 - mean_absolute_error: 55.2381 - val_loss: 10544.4639 - val_mean_absolute_error: 66.2436
Epoch 565/1000
148/148 [==============================] - 0s 74us/step - loss: 6317.1132 - mean_absolute_error: 55.2199 - val_loss: 10527.7329 - val_mean_absolute_error: 66.1836
Epoch 566/1000
148/148 [==============================] - 0s 81us/step - loss: 6308.0747 - mean_absolute_error: 55.2247 - val_loss: 10525.7180 - val_mean_absolute_error: 66.1546
Epoch 567/1000
148/148 [==============================] - 0s 74us/step - loss: 6304.2916 - mean_absolute_error: 55.1904 - val_loss: 10524.5662 - val_mean_absolute_error: 66.1880
Epoch 568/1000
148/148 [==============================] - 0s 68us/step - loss: 6301.2691 - mean_absolute_error: 55.1867 - val_loss: 10517.3652 - val_mean_absolute_error: 66.1161
Epoch 569/1000
148/148 [==============================] - 0s 68us/step - loss: 6299.3982 - mean_absolute_error: 55.1694 - val_loss: 10514.7554 - val_mean_absolute_error: 66.1116
Epoch 570/1000
148/148 [==============================] - 0s 68us/step - loss: 6293.9988 - mean_absolute_error: 55.1624 - val_loss: 10519.0833 - val_mean_absolute_error: 66.1399
Epoch 571/1000
148/148 [==============================] - 0s 68us/step - loss: 6291.1788 - mean_absolute_error: 55.1430 - val_loss: 10521.0660 - val_mean_absolute_error: 66.2306
Out[30]:
<keras.callbacks.History at 0x2073cea0908>
In [31]:
model.predict(standardized_X_test)
Out[31]:
array([[361.44812  ],
       [398.81897  ],
       [329.46628  ],
       [161.16385  ],
       [268.28925  ],
       [141.00296  ],
       [243.71985  ],
       [ 60.6498   ],
       [ 34.428402 ],
       [ 78.37089  ],
       [ 94.955055 ],
       [313.53622  ],
       [385.27502  ],
       [331.54047  ],
       [324.6779   ],
       [396.26465  ],
       [337.27676  ],
       [274.66     ],
       [426.37228  ],
       [362.78488  ],
       [424.7492   ],
       [338.52588  ],
       [261.7495   ],
       [423.11633  ],
       [367.67554  ],
       [426.38843  ],
       [349.34424  ],
       [214.75569  ],
       [367.8341   ],
       [320.27798  ],
       [402.56863  ],
       [315.40527  ],
       [239.70274  ],
       [416.5072   ],
       [383.73132  ],
       [470.3406   ],
       [400.7104   ],
       [329.72302  ],
       [313.2915   ],
       [435.3791   ],
       [351.1565   ],
       [285.00055  ],
       [443.50204  ],
       [398.8614   ],
       [437.66592  ],
       [345.29477  ],
       [322.63852  ],
       [445.11542  ],
       [393.9917   ],
       [462.04962  ],
       [360.08856  ],
       [473.00632  ],
       [467.13498  ],
       [407.03906  ],
       [351.66907  ],
       [344.64716  ],
       [283.43857  ],
       [381.4489   ],
       [298.08316  ],
       [202.07716  ],
       [ 54.591667 ],
       [  9.600363 ],
       [ 17.163189 ],
       [ 37.57882  ],
       [ 99.13766  ],
       [ 33.54112  ],
       [170.40158  ],
       [130.76973  ],
       [161.32962  ],
       [222.2351   ],
       [117.73817  ],
       [193.8399   ],
       [326.24615  ],
       [346.18597  ],
       [177.58455  ],
       [288.59155  ],
       [473.5087   ],
       [381.7867   ],
       [462.3853   ],
       [372.82642  ],
       [186.76305  ],
       [277.4893   ],
       [163.97278  ],
       [367.55685  ],
       [377.5196   ],
       [292.28812  ],
       [449.29712  ],
       [372.34967  ],
       [373.87927  ],
       [180.79051  ],
       [287.7704   ],
       [423.8349   ],
       [489.47385  ],
       [385.27933  ],
       [254.30891  ],
       [432.87253  ],
       [407.648    ],
       [502.22913  ],
       [403.63586  ],
       [314.68375  ],
       [461.63702  ],
       [436.9135   ],
       [531.13934  ],
       [420.4654   ],
       [283.14667  ],
       [414.1056   ],
       [339.4167   ],
       [296.48325  ],
       [504.1599   ],
       [463.3116   ],
       [535.04645  ],
       [410.46185  ],
       [342.4619   ],
       [512.2399   ],
       [472.37436  ],
       [544.8472   ],
       [444.56302  ],
       [365.68842  ],
       [534.1409   ],
       [505.6616   ],
       [571.1974   ],
       [482.52435  ],
       [372.2287   ],
       [507.71887  ],
       [520.7332   ],
       [572.8236   ],
       [420.95178  ],
       [395.99435  ],
       [480.91782  ],
       [579.15015  ],
       [462.01178  ],
       [357.57288  ],
       [492.82407  ],
       [489.33774  ],
       [511.14438  ],
       [401.3432   ],
       [566.4584   ],
       [522.5805   ],
       [569.812    ],
       [492.2968   ],
       [371.8141   ],
       [530.0935   ],
       [462.4544   ],
       [525.26733  ],
       [396.53494  ],
       [284.17456  ],
       [445.5264   ],
       [349.48102  ],
       [284.80838  ],
       [  4.4074793]], dtype=float32)
In [32]:
score = model.evaluate(standardized_X_test,
y_test,
batch_size=36)

150/150 [==============================] - 0s 33us/step
In [33]:
score
Out[33]:
[10521.06603515625, 66.23059051513673]
In [34]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=250,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/250
148/148 [==============================] - 0s 74us/step - loss: 6288.6532 - mean_absolute_error: 55.1407 - val_loss: 10516.7029 - val_mean_absolute_error: 66.1825
Epoch 2/250
148/148 [==============================] - 0s 68us/step - loss: 6284.2438 - mean_absolute_error: 55.1076 - val_loss: 10505.1787 - val_mean_absolute_error: 66.1586
Epoch 3/250
148/148 [==============================] - 0s 61us/step - loss: 6278.4607 - mean_absolute_error: 55.1254 - val_loss: 10500.3504 - val_mean_absolute_error: 66.1503
Epoch 4/250
148/148 [==============================] - 0s 68us/step - loss: 6274.3724 - mean_absolute_error: 55.1037 - val_loss: 10495.7181 - val_mean_absolute_error: 66.1710
Epoch 5/250
148/148 [==============================] - 0s 88us/step - loss: 6270.7043 - mean_absolute_error: 55.1049 - val_loss: 10491.7734 - val_mean_absolute_error: 66.1539
Epoch 6/250
148/148 [==============================] - 0s 95us/step - loss: 6264.4316 - mean_absolute_error: 55.0872 - val_loss: 10488.1607 - val_mean_absolute_error: 66.1834
Epoch 7/250
148/148 [==============================] - 0s 61us/step - loss: 6256.8645 - mean_absolute_error: 55.0692 - val_loss: 10480.0342 - val_mean_absolute_error: 66.1050
Epoch 8/250
148/148 [==============================] - 0s 88us/step - loss: 6253.8798 - mean_absolute_error: 55.0467 - val_loss: 10473.5215 - val_mean_absolute_error: 66.0125
Epoch 9/250
148/148 [==============================] - 0s 81us/step - loss: 6248.6542 - mean_absolute_error: 55.0457 - val_loss: 10462.6213 - val_mean_absolute_error: 65.9923
Epoch 10/250
148/148 [==============================] - 0s 61us/step - loss: 6243.2800 - mean_absolute_error: 55.0319 - val_loss: 10453.4993 - val_mean_absolute_error: 65.8850
Epoch 11/250
148/148 [==============================] - 0s 74us/step - loss: 6237.8703 - mean_absolute_error: 55.0031 - val_loss: 10448.8683 - val_mean_absolute_error: 65.8442
Epoch 12/250
148/148 [==============================] - 0s 88us/step - loss: 6235.9344 - mean_absolute_error: 54.9898 - val_loss: 10455.7716 - val_mean_absolute_error: 65.9125
Epoch 13/250
148/148 [==============================] - 0s 88us/step - loss: 6232.1758 - mean_absolute_error: 54.9652 - val_loss: 10454.5606 - val_mean_absolute_error: 65.9434
Out[34]:
<keras.callbacks.History at 0x2073cea0550>
In [35]:
model.predict(standardized_X_test)
Out[35]:
array([[360.38364 ],
       [399.41354 ],
       [331.75775 ],
       [162.9254  ],
       [270.2953  ],
       [141.98132 ],
       [246.11256 ],
       [ 62.86857 ],
       [ 35.66449 ],
       [ 77.88453 ],
       [ 93.20477 ],
       [313.5562  ],
       [387.68906 ],
       [331.63406 ],
       [323.4221  ],
       [396.34567 ],
       [338.50406 ],
       [276.16666 ],
       [426.59894 ],
       [361.65796 ],
       [425.10794 ],
       [339.48154 ],
       [262.95016 ],
       [423.3016  ],
       [366.43344 ],
       [426.68195 ],
       [350.16028 ],
       [217.77396 ],
       [369.43347 ],
       [320.77194 ],
       [404.2289  ],
       [317.84375 ],
       [242.27652 ],
       [417.15463 ],
       [384.01596 ],
       [472.1934  ],
       [403.66473 ],
       [330.7805  ],
       [313.33966 ],
       [436.91983 ],
       [353.1169  ],
       [287.91928 ],
       [445.2389  ],
       [398.56305 ],
       [439.26797 ],
       [347.10086 ],
       [325.227   ],
       [446.2734  ],
       [393.80222 ],
       [463.46146 ],
       [361.5009  ],
       [475.6238  ],
       [469.7349  ],
       [408.50934 ],
       [352.98145 ],
       [345.5875  ],
       [286.75793 ],
       [385.0342  ],
       [301.55984 ],
       [206.26321 ],
       [ 56.475044],
       [  9.998606],
       [ 17.8507  ],
       [ 38.36828 ],
       [100.60128 ],
       [ 35.97776 ],
       [171.89024 ],
       [132.0393  ],
       [163.88745 ],
       [223.47972 ],
       [120.41006 ],
       [196.02155 ],
       [326.15082 ],
       [347.4603  ],
       [178.3975  ],
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       [474.233   ],
       [381.63852 ],
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       [189.45319 ],
       [278.3978  ],
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       [183.23322 ],
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       [423.69308 ],
       [490.60297 ],
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       [255.95401 ],
       [433.49734 ],
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       [512.65924 ],
       [471.5929  ],
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       [446.08264 ],
       [367.12442 ],
       [534.4248  ],
       [504.96146 ],
       [572.09454 ],
       [483.95422 ],
       [373.49017 ],
       [508.17004 ],
       [521.14136 ],
       [573.9605  ],
       [423.29514 ],
       [396.12347 ],
       [480.617   ],
       [580.3657  ],
       [464.0144  ],
       [359.4751  ],
       [492.4515  ],
       [489.08618 ],
       [511.7629  ],
       [402.79163 ],
       [566.6276  ],
       [521.8324  ],
       [570.54803 ],
       [493.56003 ],
       [373.25174 ],
       [530.9605  ],
       [462.11896 ],
       [526.4611  ],
       [397.97202 ],
       [286.17575 ],
       [448.7395  ],
       [352.44226 ],
       [289.36856 ],
       [  4.437952]], dtype=float32)
In [36]:
score = model.evaluate(standardized_X_test,
y_test,
batch_size=36)

150/150 [==============================] - 0s 27us/step
In [37]:
score
Out[37]:
[10454.5605859375, 65.94335220336914]
In [38]:
print(model.metrics_names)

['loss', 'mean_absolute_error']
In [39]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=125,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/125
148/148 [==============================] - 0s 81us/step - loss: 6229.2614 - mean_absolute_error: 54.9703 - val_loss: 10455.0655 - val_mean_absolute_error: 65.9401
Epoch 2/125
148/148 [==============================] - 0s 68us/step - loss: 6226.1583 - mean_absolute_error: 54.9706 - val_loss: 10444.3331 - val_mean_absolute_error: 65.8262
Epoch 3/125
148/148 [==============================] - 0s 81us/step - loss: 6220.3866 - mean_absolute_error: 54.9489 - val_loss: 10442.2778 - val_mean_absolute_error: 65.8450
Epoch 4/125
148/148 [==============================] - 0s 61us/step - loss: 6218.2945 - mean_absolute_error: 54.9447 - val_loss: 10432.9061 - val_mean_absolute_error: 65.7982
Epoch 5/125
148/148 [==============================] - 0s 54us/step - loss: 6213.8065 - mean_absolute_error: 54.9468 - val_loss: 10419.4121 - val_mean_absolute_error: 65.7082
Epoch 6/125
148/148 [==============================] - 0s 61us/step - loss: 6203.6902 - mean_absolute_error: 54.9283 - val_loss: 10413.9590 - val_mean_absolute_error: 65.6939
Epoch 7/125
148/148 [==============================] - 0s 68us/step - loss: 6203.8307 - mean_absolute_error: 54.9442 - val_loss: 10412.8222 - val_mean_absolute_error: 65.7024
Epoch 8/125
148/148 [==============================] - 0s 95us/step - loss: 6196.7818 - mean_absolute_error: 54.9292 - val_loss: 10404.3788 - val_mean_absolute_error: 65.6553
Epoch 9/125
148/148 [==============================] - 0s 68us/step - loss: 6192.6597 - mean_absolute_error: 54.9243 - val_loss: 10401.8995 - val_mean_absolute_error: 65.6382
Epoch 10/125
148/148 [==============================] - 0s 61us/step - loss: 6191.4644 - mean_absolute_error: 54.9218 - val_loss: 10402.2406 - val_mean_absolute_error: 65.6688
Epoch 11/125
148/148 [==============================] - 0s 68us/step - loss: 6187.6965 - mean_absolute_error: 54.8990 - val_loss: 10398.3803 - val_mean_absolute_error: 65.6208
Epoch 12/125
148/148 [==============================] - 0s 61us/step - loss: 6181.9580 - mean_absolute_error: 54.8859 - val_loss: 10395.6017 - val_mean_absolute_error: 65.6238
Epoch 13/125
148/148 [==============================] - 0s 81us/step - loss: 6178.5004 - mean_absolute_error: 54.8747 - val_loss: 10386.4720 - val_mean_absolute_error: 65.5535
Epoch 14/125
148/148 [==============================] - 0s 81us/step - loss: 6173.0118 - mean_absolute_error: 54.8499 - val_loss: 10375.5048 - val_mean_absolute_error: 65.5404
Epoch 15/125
148/148 [==============================] - 0s 61us/step - loss: 6164.0075 - mean_absolute_error: 54.8275 - val_loss: 10368.4407 - val_mean_absolute_error: 65.5176
Epoch 16/125
148/148 [==============================] - 0s 68us/step - loss: 6158.7974 - mean_absolute_error: 54.8393 - val_loss: 10364.9163 - val_mean_absolute_error: 65.5355
Epoch 17/125
148/148 [==============================] - 0s 81us/step - loss: 6155.8678 - mean_absolute_error: 54.8218 - val_loss: 10360.0400 - val_mean_absolute_error: 65.5739
Epoch 18/125
148/148 [==============================] - 0s 74us/step - loss: 6151.1826 - mean_absolute_error: 54.8396 - val_loss: 10364.1982 - val_mean_absolute_error: 65.6062
Epoch 19/125
148/148 [==============================] - 0s 61us/step - loss: 6149.3273 - mean_absolute_error: 54.8189 - val_loss: 10366.5738 - val_mean_absolute_error: 65.6810
Out[39]:
<keras.callbacks.History at 0x2073b9dc668>
In [40]:
model.predict(standardized_X_test)
Out[40]:
array([[361.4432  ],
       [398.83963 ],
       [333.76642 ],
       [165.30312 ],
       [273.1696  ],
       [144.64984 ],
       [250.2568  ],
       [ 66.75224 ],
       [ 37.008053],
       [ 79.09472 ],
       [ 93.144745],
       [311.44043 ],
       [390.38678 ],
       [330.98227 ],
       [323.8264  ],
       [394.5074  ],
       [338.76852 ],
       [275.3169  ],
       [426.1859  ],
       [362.72644 ],
       [424.13934 ],
       [340.15778 ],
       [262.38055 ],
       [423.94    ],
       [367.3291  ],
       [424.9674  ],
       [352.31876 ],
       [219.06917 ],
       [369.16    ],
       [321.3425  ],
       [401.55276 ],
       [317.3854  ],
       [240.67928 ],
       [415.69864 ],
       [382.47964 ],
       [469.89642 ],
       [404.972   ],
       [329.2116  ],
       [310.61166 ],
       [432.39166 ],
       [353.15848 ],
       [288.98816 ],
       [445.64697 ],
       [397.18277 ],
       [436.23477 ],
       [345.12946 ],
       [325.43268 ],
       [445.45697 ],
       [392.61993 ],
       [460.96613 ],
       [360.81616 ],
       [474.31653 ],
       [468.50284 ],
       [406.28604 ],
       [351.648   ],
       [343.05426 ],
       [287.27005 ],
       [388.50357 ],
       [307.61963 ],
       [209.95634 ],
       [ 58.76402 ],
       [ 10.689642],
       [ 18.333364],
       [ 39.011944],
       [ 99.7922  ],
       [ 38.200855],
       [173.91457 ],
       [133.92775 ],
       [163.67032 ],
       [224.22874 ],
       [121.716354],
       [197.16138 ],
       [325.7788  ],
       [345.59848 ],
       [177.65167 ],
       [288.09058 ],
       [472.2052  ],
       [381.1581  ],
       [462.72586 ],
       [379.81464 ],
       [190.55786 ],
       [277.85504 ],
       [163.0888  ],
       [364.60806 ],
       [379.40567 ],
       [295.18445 ],
       [452.4436  ],
       [372.68393 ],
       [371.9232  ],
       [185.24641 ],
       [286.28455 ],
       [422.44852 ],
       [487.8529  ],
       [386.34686 ],
       [255.40517 ],
       [432.03616 ],
       [406.1646  ],
       [499.83893 ],
       [405.54977 ],
       [315.22293 ],
       [460.5451  ],
       [434.74908 ],
       [530.5214  ],
       [424.2477  ],
       [282.85382 ],
       [411.7896  ],
       [335.59082 ],
       [296.966   ],
       [504.20135 ],
       [461.9822  ],
       [532.63074 ],
       [411.4894  ],
       [341.77008 ],
       [510.94498 ],
       [469.77274 ],
       [541.4598  ],
       [444.79538 ],
       [365.90695 ],
       [532.72504 ],
       [503.50223 ],
       [568.9343  ],
       [483.79608 ],
       [371.52283 ],
       [506.85983 ],
       [520.8788  ],
       [571.6267  ],
       [424.33917 ],
       [394.64606 ],
       [479.8279  ],
       [577.8332  ],
       [464.9594  ],
       [358.79272 ],
       [490.05905 ],
       [487.3893  ],
       [509.4579  ],
       [401.8319  ],
       [565.5255  ],
       [521.435   ],
       [567.767   ],
       [493.66043 ],
       [371.95792 ],
       [529.6411  ],
       [462.20248 ],
       [524.8968  ],
       [398.86072 ],
       [287.4623  ],
       [453.21286 ],
       [359.73    ],
       [295.83978 ],
       [  4.473951]], dtype=float32)
In [41]:
score = model.evaluate(standardized_X_test,
y_test,
batch_size=36)

150/150 [==============================] - 0s 40us/step
In [42]:
score
Out[42]:
[10366.573818359375, 65.68097579956054]
In [43]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=50,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/50
148/148 [==============================] - 0s 74us/step - loss: 6145.8438 - mean_absolute_error: 54.8163 - val_loss: 10365.5118 - val_mean_absolute_error: 65.7185
Epoch 2/50
148/148 [==============================] - 0s 74us/step - loss: 6146.5127 - mean_absolute_error: 54.8365 - val_loss: 10354.8563 - val_mean_absolute_error: 65.6778
Epoch 3/50
148/148 [==============================] - 0s 68us/step - loss: 6138.3694 - mean_absolute_error: 54.8024 - val_loss: 10363.8930 - val_mean_absolute_error: 65.7743
Epoch 4/50
148/148 [==============================] - 0s 74us/step - loss: 6135.1743 - mean_absolute_error: 54.7635 - val_loss: 10360.9733 - val_mean_absolute_error: 65.8165
Out[43]:
<keras.callbacks.History at 0x2073ce77a90>
In [44]:
model.predict(standardized_X_test)
Out[44]:
array([[360.94803  ],
       [398.76068  ],
       [334.23364  ],
       [165.51076  ],
       [273.74216  ],
       [145.29547  ],
       [251.12712  ],
       [ 67.43168  ],
       [ 37.352345 ],
       [ 79.052986 ],
       [ 93.027176 ],
       [311.35712  ],
       [390.72296  ],
       [330.74316  ],
       [323.38675  ],
       [394.289    ],
       [338.7602   ],
       [275.28342  ],
       [425.7688   ],
       [362.2027   ],
       [423.92853  ],
       [340.0536   ],
       [262.2283   ],
       [423.43573  ],
       [366.74164  ],
       [424.7636   ],
       [352.08057  ],
       [219.0315   ],
       [368.66306  ],
       [320.75583  ],
       [401.26025  ],
       [317.25842  ],
       [240.56267  ],
       [414.68167  ],
       [381.80447  ],
       [469.4565   ],
       [404.82214  ],
       [328.6112   ],
       [310.13074  ],
       [432.11783  ],
       [352.73035  ],
       [288.76184  ],
       [444.91226  ],
       [396.25537  ],
       [435.83936  ],
       [344.74414  ],
       [324.87714  ],
       [444.58942  ],
       [391.73703  ],
       [460.39963  ],
       [360.11896  ],
       [473.98914  ],
       [468.30106  ],
       [405.77753  ],
       [351.09198  ],
       [342.32574  ],
       [287.14697  ],
       [388.5935   ],
       [308.25592  ],
       [211.02812  ],
       [ 59.05656  ],
       [ 10.796164 ],
       [ 18.444412 ],
       [ 39.360313 ],
       [100.02107  ],
       [ 38.71616  ],
       [173.78346  ],
       [134.16458  ],
       [164.274    ],
       [223.86804  ],
       [121.819305 ],
       [197.2649   ],
       [325.14386  ],
       [345.36136  ],
       [177.23561  ],
       [287.37802  ],
       [471.11166  ],
       [380.1434   ],
       [462.03693  ],
       [379.8604   ],
       [190.49727  ],
       [277.19717  ],
       [162.56668  ],
       [363.66006  ],
       [378.54407  ],
       [294.56876  ],
       [451.87878  ],
       [371.80426  ],
       [371.42258  ],
       [185.43599  ],
       [285.2151   ],
       [421.3674   ],
       [486.97684  ],
       [385.58328  ],
       [254.50098  ],
       [430.85974  ],
       [404.87744  ],
       [498.9575   ],
       [404.7348   ],
       [314.22516  ],
       [459.18674  ],
       [433.41037  ],
       [529.66174  ],
       [423.75516  ],
       [281.6288   ],
       [410.30038  ],
       [334.10278  ],
       [295.8474   ],
       [502.8978   ],
       [460.59863  ],
       [531.53784  ],
       [410.50925  ],
       [340.5405   ],
       [509.47693  ],
       [468.32962  ],
       [540.3725   ],
       [443.8431   ],
       [364.6634   ],
       [531.1366   ],
       [501.96576  ],
       [567.7911   ],
       [482.72128  ],
       [370.24377  ],
       [505.32632  ],
       [519.755    ],
       [570.52563  ],
       [423.71985  ],
       [393.27115  ],
       [478.48694  ],
       [576.753    ],
       [464.04578  ],
       [357.8095   ],
       [488.30725  ],
       [486.1055   ],
       [508.16568  ],
       [400.8685   ],
       [564.1539   ],
       [520.16144  ],
       [566.86456  ],
       [492.7821   ],
       [371.07724  ],
       [528.6889   ],
       [461.2417   ],
       [524.27704  ],
       [398.29947  ],
       [286.84244  ],
       [453.13483  ],
       [360.15054  ],
       [297.01926  ],
       [  4.4810076]], dtype=float32)
In [45]:
score = model.evaluate(standardized_X_test,
y_test,
batch_size=36)

150/150 [==============================] - 0s 33us/step
In [46]:
score
Out[46]:
[10360.97330078125, 65.81646881103515]
In [47]:
model = Sequential()
model.add(Dense(standardized_X.shape[1],activation='sigmoid',input_dim=standardized_X.shape[1]))
model.add(Dense(1))
model.compile(optimizer='rmsprop',
loss='mse',
metrics=['mae'])
In [48]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=125,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/125
148/148 [==============================] - 0s 1ms/step - loss: 96039.7016 - mean_absolute_error: 266.5323 - val_loss: 160210.6794 - val_mean_absolute_error: 378.7390
Epoch 2/125
148/148 [==============================] - 0s 74us/step - loss: 95979.4041 - mean_absolute_error: 266.4368 - val_loss: 160135.0675 - val_mean_absolute_error: 378.6449
Epoch 3/125
148/148 [==============================] - 0s 61us/step - loss: 95932.7730 - mean_absolute_error: 266.3648 - val_loss: 160077.5406 - val_mean_absolute_error: 378.5733
Epoch 4/125
148/148 [==============================] - 0s 74us/step - loss: 95894.3917 - mean_absolute_error: 266.3044 - val_loss: 160021.7825 - val_mean_absolute_error: 378.5042
Epoch 5/125
148/148 [==============================] - 0s 74us/step - loss: 95857.2135 - mean_absolute_error: 266.2473 - val_loss: 159975.2475 - val_mean_absolute_error: 378.4457
Epoch 6/125
148/148 [==============================] - 0s 81us/step - loss: 95824.9419 - mean_absolute_error: 266.1938 - val_loss: 159922.1731 - val_mean_absolute_error: 378.3788
Epoch 7/125
148/148 [==============================] - 0s 74us/step - loss: 95788.3106 - mean_absolute_error: 266.1339 - val_loss: 159866.7387 - val_mean_absolute_error: 378.3103
Epoch 8/125
148/148 [==============================] - 0s 81us/step - loss: 95751.3946 - mean_absolute_error: 266.0771 - val_loss: 159808.6250 - val_mean_absolute_error: 378.2382
Epoch 9/125
148/148 [==============================] - 0s 81us/step - loss: 95713.9808 - mean_absolute_error: 266.0177 - val_loss: 159758.7375 - val_mean_absolute_error: 378.1758
Epoch 10/125
148/148 [==============================] - 0s 81us/step - loss: 95680.0866 - mean_absolute_error: 265.9627 - val_loss: 159703.6562 - val_mean_absolute_error: 378.1076
Epoch 11/125
148/148 [==============================] - 0s 68us/step - loss: 95644.9043 - mean_absolute_error: 265.9074 - val_loss: 159650.5444 - val_mean_absolute_error: 378.0414
Epoch 12/125
148/148 [==============================] - 0s 74us/step - loss: 95609.6022 - mean_absolute_error: 265.8527 - val_loss: 159592.7256 - val_mean_absolute_error: 377.9698
Epoch 13/125
148/148 [==============================] - 0s 81us/step - loss: 95571.8374 - mean_absolute_error: 265.7954 - val_loss: 159541.8163 - val_mean_absolute_error: 377.9063
Epoch 14/125
148/148 [==============================] - 0s 74us/step - loss: 95537.7690 - mean_absolute_error: 265.7411 - val_loss: 159493.5381 - val_mean_absolute_error: 377.8456
Epoch 15/125
148/148 [==============================] - 0s 88us/step - loss: 95505.5169 - mean_absolute_error: 265.6886 - val_loss: 159440.4788 - val_mean_absolute_error: 377.7792
Epoch 16/125
148/148 [==============================] - 0s 88us/step - loss: 95470.9910 - mean_absolute_error: 265.6340 - val_loss: 159393.9175 - val_mean_absolute_error: 377.7209
Epoch 17/125
148/148 [==============================] - 0s 68us/step - loss: 95439.0323 - mean_absolute_error: 265.5836 - val_loss: 159342.5394 - val_mean_absolute_error: 377.6569
Epoch 18/125
148/148 [==============================] - 0s 88us/step - loss: 95404.8017 - mean_absolute_error: 265.5285 - val_loss: 159286.8794 - val_mean_absolute_error: 377.5872
Epoch 19/125
148/148 [==============================] - 0s 61us/step - loss: 95366.7844 - mean_absolute_error: 265.4697 - val_loss: 159226.6219 - val_mean_absolute_error: 377.5120
Epoch 20/125
148/148 [==============================] - 0s 81us/step - loss: 95327.9787 - mean_absolute_error: 265.4079 - val_loss: 159169.9750 - val_mean_absolute_error: 377.4412
Epoch 21/125
148/148 [==============================] - 0s 88us/step - loss: 95290.2846 - mean_absolute_error: 265.3503 - val_loss: 159116.3062 - val_mean_absolute_error: 377.3745
Epoch 22/125
148/148 [==============================] - 0s 68us/step - loss: 95255.2259 - mean_absolute_error: 265.2952 - val_loss: 159062.9056 - val_mean_absolute_error: 377.3078
Epoch 23/125
148/148 [==============================] - 0s 74us/step - loss: 95219.7485 - mean_absolute_error: 265.2410 - val_loss: 159004.7544 - val_mean_absolute_error: 377.2348
Epoch 24/125
148/148 [==============================] - 0s 95us/step - loss: 95182.1888 - mean_absolute_error: 265.1838 - val_loss: 158949.2781 - val_mean_absolute_error: 377.1655
Epoch 25/125
148/148 [==============================] - 0s 74us/step - loss: 95144.3896 - mean_absolute_error: 265.1256 - val_loss: 158896.2987 - val_mean_absolute_error: 377.0995
Epoch 26/125
148/148 [==============================] - 0s 74us/step - loss: 95108.6535 - mean_absolute_error: 265.0700 - val_loss: 158842.7831 - val_mean_absolute_error: 377.0326
Epoch 27/125
148/148 [==============================] - 0s 95us/step - loss: 95073.2145 - mean_absolute_error: 265.0153 - val_loss: 158785.4106 - val_mean_absolute_error: 376.9610
Epoch 28/125
148/148 [==============================] - 0s 68us/step - loss: 95034.6895 - mean_absolute_error: 264.9568 - val_loss: 158731.7069 - val_mean_absolute_error: 376.8938
Epoch 29/125
148/148 [==============================] - 0s 74us/step - loss: 94999.3199 - mean_absolute_error: 264.9018 - val_loss: 158675.7675 - val_mean_absolute_error: 376.8244
Epoch 30/125
148/148 [==============================] - 0s 81us/step - loss: 94961.6590 - mean_absolute_error: 264.8456 - val_loss: 158617.3031 - val_mean_absolute_error: 376.7515
Epoch 31/125
148/148 [==============================] - 0s 61us/step - loss: 94922.6772 - mean_absolute_error: 264.7862 - val_loss: 158563.6094 - val_mean_absolute_error: 376.6845
Epoch 32/125
148/148 [==============================] - 0s 74us/step - loss: 94887.2114 - mean_absolute_error: 264.7323 - val_loss: 158504.1263 - val_mean_absolute_error: 376.6102
Epoch 33/125
148/148 [==============================] - 0s 88us/step - loss: 94847.6215 - mean_absolute_error: 264.6721 - val_loss: 158451.6819 - val_mean_absolute_error: 376.5448
Epoch 34/125
148/148 [==============================] - 0s 68us/step - loss: 94811.7354 - mean_absolute_error: 264.6180 - val_loss: 158392.2825 - val_mean_absolute_error: 376.4706
Epoch 35/125
148/148 [==============================] - 0s 74us/step - loss: 94773.4871 - mean_absolute_error: 264.5583 - val_loss: 158342.9581 - val_mean_absolute_error: 376.4085
Epoch 36/125
148/148 [==============================] - 0s 95us/step - loss: 94738.5215 - mean_absolute_error: 264.5031 - val_loss: 158280.4331 - val_mean_absolute_error: 376.3301
Epoch 37/125
148/148 [==============================] - 0s 74us/step - loss: 94697.7840 - mean_absolute_error: 264.4404 - val_loss: 158230.3637 - val_mean_absolute_error: 376.2671
Epoch 38/125
148/148 [==============================] - 0s 88us/step - loss: 94663.6005 - mean_absolute_error: 264.3868 - val_loss: 158171.6650 - val_mean_absolute_error: 376.1940
Epoch 39/125
148/148 [==============================] - 0s 88us/step - loss: 94624.1983 - mean_absolute_error: 264.3263 - val_loss: 158114.6581 - val_mean_absolute_error: 376.1224
Epoch 40/125
148/148 [==============================] - 0s 61us/step - loss: 94586.2392 - mean_absolute_error: 264.2687 - val_loss: 158057.3375 - val_mean_absolute_error: 376.0509
Epoch 41/125
148/148 [==============================] - 0s 81us/step - loss: 94548.3497 - mean_absolute_error: 264.2099 - val_loss: 157994.8369 - val_mean_absolute_error: 375.9726
Epoch 42/125
148/148 [==============================] - 0s 74us/step - loss: 94507.8993 - mean_absolute_error: 264.1478 - val_loss: 157943.2950 - val_mean_absolute_error: 375.9078
Epoch 43/125
148/148 [==============================] - 0s 81us/step - loss: 94473.1569 - mean_absolute_error: 264.0908 - val_loss: 157885.3450 - val_mean_absolute_error: 375.8352
Epoch 44/125
148/148 [==============================] - 0s 81us/step - loss: 94434.8613 - mean_absolute_error: 264.0320 - val_loss: 157833.2919 - val_mean_absolute_error: 375.7697
Epoch 45/125
148/148 [==============================] - 0s 81us/step - loss: 94400.7363 - mean_absolute_error: 263.9780 - val_loss: 157777.2538 - val_mean_absolute_error: 375.6996
Epoch 46/125
148/148 [==============================] - 0s 95us/step - loss: 94364.0089 - mean_absolute_error: 263.9223 - val_loss: 157719.1944 - val_mean_absolute_error: 375.6264
Epoch 47/125
148/148 [==============================] - 0s 101us/step - loss: 94325.0859 - mean_absolute_error: 263.8624 - val_loss: 157663.0500 - val_mean_absolute_error: 375.5561
Epoch 48/125
148/148 [==============================] - 0s 94us/step - loss: 94286.2967 - mean_absolute_error: 263.8022 - val_loss: 157607.1069 - val_mean_absolute_error: 375.4854
Epoch 49/125
148/148 [==============================] - 0s 101us/step - loss: 94248.5682 - mean_absolute_error: 263.7437 - val_loss: 157548.4956 - val_mean_absolute_error: 375.4118
Epoch 50/125
148/148 [==============================] - 0s 95us/step - loss: 94209.5467 - mean_absolute_error: 263.6844 - val_loss: 157487.8325 - val_mean_absolute_error: 375.3356
Epoch 51/125
148/148 [==============================] - 0s 101us/step - loss: 94170.1687 - mean_absolute_error: 263.6230 - val_loss: 157431.5944 - val_mean_absolute_error: 375.2650
Epoch 52/125
148/148 [==============================] - 0s 95us/step - loss: 94131.8560 - mean_absolute_error: 263.5639 - val_loss: 157371.4106 - val_mean_absolute_error: 375.1895
Epoch 53/125
148/148 [==============================] - 0s 95us/step - loss: 94091.5205 - mean_absolute_error: 263.5033 - val_loss: 157315.0000 - val_mean_absolute_error: 375.1185
Epoch 54/125
148/148 [==============================] - 0s 122us/step - loss: 94053.2095 - mean_absolute_error: 263.4437 - val_loss: 157250.2431 - val_mean_absolute_error: 375.0372
Epoch 55/125
148/148 [==============================] - 0s 101us/step - loss: 94011.4432 - mean_absolute_error: 263.3804 - val_loss: 157201.7013 - val_mean_absolute_error: 374.9754
Epoch 56/125
148/148 [==============================] - 0s 88us/step - loss: 93977.8896 - mean_absolute_error: 263.3267 - val_loss: 157147.5725 - val_mean_absolute_error: 374.9071
Epoch 57/125
148/148 [==============================] - 0s 81us/step - loss: 93941.0000 - mean_absolute_error: 263.2689 - val_loss: 157088.0912 - val_mean_absolute_error: 374.8326
Epoch 58/125
148/148 [==============================] - 0s 88us/step - loss: 93901.6628 - mean_absolute_error: 263.2090 - val_loss: 157026.6400 - val_mean_absolute_error: 374.7555
Epoch 59/125
148/148 [==============================] - 0s 88us/step - loss: 93860.7836 - mean_absolute_error: 263.1460 - val_loss: 156968.0875 - val_mean_absolute_error: 374.6818
Epoch 60/125
148/148 [==============================] - 0s 95us/step - loss: 93821.2118 - mean_absolute_error: 263.0853 - val_loss: 156916.9256 - val_mean_absolute_error: 374.6170
Epoch 61/125
148/148 [==============================] - 0s 95us/step - loss: 93785.3355 - mean_absolute_error: 263.0299 - val_loss: 156856.4981 - val_mean_absolute_error: 374.5411
Epoch 62/125
148/148 [==============================] - 0s 81us/step - loss: 93744.3359 - mean_absolute_error: 262.9676 - val_loss: 156793.3331 - val_mean_absolute_error: 374.4616
Epoch 63/125
148/148 [==============================] - 0s 74us/step - loss: 93702.5490 - mean_absolute_error: 262.9028 - val_loss: 156732.5350 - val_mean_absolute_error: 374.3854
Epoch 64/125
148/148 [==============================] - 0s 88us/step - loss: 93662.9250 - mean_absolute_error: 262.8419 - val_loss: 156677.3575 - val_mean_absolute_error: 374.3157
Epoch 65/125
148/148 [==============================] - 0s 68us/step - loss: 93625.0059 - mean_absolute_error: 262.7839 - val_loss: 156613.2319 - val_mean_absolute_error: 374.2348
Epoch 66/125
148/148 [==============================] - 0s 74us/step - loss: 93583.1307 - mean_absolute_error: 262.7196 - val_loss: 156554.1019 - val_mean_absolute_error: 374.1601
Epoch 67/125
148/148 [==============================] - 0s 74us/step - loss: 93544.6046 - mean_absolute_error: 262.6585 - val_loss: 156499.4163 - val_mean_absolute_error: 374.0905
Epoch 68/125
148/148 [==============================] - 0s 74us/step - loss: 93507.4821 - mean_absolute_error: 262.6010 - val_loss: 156442.0525 - val_mean_absolute_error: 374.0182
Epoch 69/125
148/148 [==============================] - 0s 74us/step - loss: 93469.6971 - mean_absolute_error: 262.5411 - val_loss: 156393.6656 - val_mean_absolute_error: 373.9568
Epoch 70/125
148/148 [==============================] - 0s 101us/step - loss: 93436.2095 - mean_absolute_error: 262.4874 - val_loss: 156337.3744 - val_mean_absolute_error: 373.8853
Epoch 71/125
148/148 [==============================] - 0s 101us/step - loss: 93397.2527 - mean_absolute_error: 262.4267 - val_loss: 156277.7700 - val_mean_absolute_error: 373.8096
Epoch 72/125
148/148 [==============================] - 0s 101us/step - loss: 93356.4022 - mean_absolute_error: 262.3626 - val_loss: 156217.4019 - val_mean_absolute_error: 373.7337
Epoch 73/125
148/148 [==============================] - 0s 95us/step - loss: 93315.8121 - mean_absolute_error: 262.2996 - val_loss: 156157.4525 - val_mean_absolute_error: 373.6581
Epoch 74/125
148/148 [==============================] - 0s 122us/step - loss: 93275.9101 - mean_absolute_error: 262.2383 - val_loss: 156098.0981 - val_mean_absolute_error: 373.5833
Epoch 75/125
148/148 [==============================] - 0s 88us/step - loss: 93236.0902 - mean_absolute_error: 262.1787 - val_loss: 156033.7806 - val_mean_absolute_error: 373.5023
Epoch 76/125
148/148 [==============================] - 0s 169us/step - loss: 93194.0266 - mean_absolute_error: 262.1122 - val_loss: 155977.8387 - val_mean_absolute_error: 373.4310
Epoch 77/125
148/148 [==============================] - 0s 101us/step - loss: 93155.4054 - mean_absolute_error: 262.0521 - val_loss: 155919.1837 - val_mean_absolute_error: 373.3567
Epoch 78/125
148/148 [==============================] - 0s 122us/step - loss: 93115.3685 - mean_absolute_error: 261.9898 - val_loss: 155860.2269 - val_mean_absolute_error: 373.2818
Epoch 79/125
148/148 [==============================] - 0s 108us/step - loss: 93076.9818 - mean_absolute_error: 261.9300 - val_loss: 155800.4025 - val_mean_absolute_error: 373.2060
Epoch 80/125
148/148 [==============================] - 0s 101us/step - loss: 93036.7935 - mean_absolute_error: 261.8677 - val_loss: 155744.0356 - val_mean_absolute_error: 373.1344
Epoch 81/125
148/148 [==============================] - 0s 95us/step - loss: 92997.9755 - mean_absolute_error: 261.8083 - val_loss: 155676.8281 - val_mean_absolute_error: 373.0493
Epoch 82/125
148/148 [==============================] - 0s 128us/step - loss: 92955.1225 - mean_absolute_error: 261.7419 - val_loss: 155617.4975 - val_mean_absolute_error: 372.9741
Epoch 83/125
148/148 [==============================] - 0s 182us/step - loss: 92914.7531 - mean_absolute_error: 261.6785 - val_loss: 155560.1450 - val_mean_absolute_error: 372.9013
Epoch 84/125
148/148 [==============================] - 0s 128us/step - loss: 92875.9405 - mean_absolute_error: 261.6198 - val_loss: 155496.7281 - val_mean_absolute_error: 372.8203
Epoch 85/125
148/148 [==============================] - 0s 135us/step - loss: 92834.1322 - mean_absolute_error: 261.5547 - val_loss: 155439.4894 - val_mean_absolute_error: 372.7472
Epoch 86/125
148/148 [==============================] - 0s 142us/step - loss: 92795.1962 - mean_absolute_error: 261.4938 - val_loss: 155385.1344 - val_mean_absolute_error: 372.6780
Epoch 87/125
148/148 [==============================] - 0s 128us/step - loss: 92758.0762 - mean_absolute_error: 261.4339 - val_loss: 155322.5350 - val_mean_absolute_error: 372.5985
Epoch 88/125
148/148 [==============================] - 0s 101us/step - loss: 92716.0076 - mean_absolute_error: 261.3695 - val_loss: 155260.9900 - val_mean_absolute_error: 372.5202
Epoch 89/125
148/148 [==============================] - 0s 101us/step - loss: 92675.0040 - mean_absolute_error: 261.3059 - val_loss: 155201.4469 - val_mean_absolute_error: 372.4442
Epoch 90/125
148/148 [==============================] - 0s 95us/step - loss: 92634.7494 - mean_absolute_error: 261.2426 - val_loss: 155134.7581 - val_mean_absolute_error: 372.3605
Epoch 91/125
148/148 [==============================] - 0s 101us/step - loss: 92592.4238 - mean_absolute_error: 261.1774 - val_loss: 155075.4544 - val_mean_absolute_error: 372.2857
Epoch 92/125
148/148 [==============================] - 0s 95us/step - loss: 92553.6510 - mean_absolute_error: 261.1170 - val_loss: 155019.4869 - val_mean_absolute_error: 372.2143
Epoch 93/125
148/148 [==============================] - 0s 115us/step - loss: 92514.5595 - mean_absolute_error: 261.0547 - val_loss: 154958.1631 - val_mean_absolute_error: 372.1367
Epoch 94/125
148/148 [==============================] - 0s 128us/step - loss: 92474.1649 - mean_absolute_error: 260.9922 - val_loss: 154894.7462 - val_mean_absolute_error: 372.0559
Epoch 95/125
148/148 [==============================] - 0s 108us/step - loss: 92432.4284 - mean_absolute_error: 260.9275 - val_loss: 154837.8419 - val_mean_absolute_error: 371.9834
Epoch 96/125
148/148 [==============================] - 0s 95us/step - loss: 92393.7042 - mean_absolute_error: 260.8662 - val_loss: 154774.2913 - val_mean_absolute_error: 371.9033
Epoch 97/125
148/148 [==============================] - 0s 115us/step - loss: 92352.7289 - mean_absolute_error: 260.8033 - val_loss: 154709.0581 - val_mean_absolute_error: 371.8203
Epoch 98/125
148/148 [==============================] - 0s 108us/step - loss: 92309.5120 - mean_absolute_error: 260.7361 - val_loss: 154647.6219 - val_mean_absolute_error: 371.7423
Epoch 99/125
148/148 [==============================] - 0s 263us/step - loss: 92269.5013 - mean_absolute_error: 260.6735 - val_loss: 154587.6263 - val_mean_absolute_error: 371.6659
Epoch 100/125
148/148 [==============================] - 0s 176us/step - loss: 92229.4500 - mean_absolute_error: 260.6112 - val_loss: 154531.0956 - val_mean_absolute_error: 371.5939
Epoch 101/125
148/148 [==============================] - 0s 101us/step - loss: 92191.0785 - mean_absolute_error: 260.5510 - val_loss: 154472.9294 - val_mean_absolute_error: 371.5192
Epoch 102/125
148/148 [==============================] - 0s 81us/step - loss: 92151.4280 - mean_absolute_error: 260.4888 - val_loss: 154409.8144 - val_mean_absolute_error: 371.4389
Epoch 103/125
148/148 [==============================] - 0s 74us/step - loss: 92109.4018 - mean_absolute_error: 260.4234 - val_loss: 154353.8012 - val_mean_absolute_error: 371.3669
Epoch 104/125
148/148 [==============================] - 0s 74us/step - loss: 92070.9455 - mean_absolute_error: 260.3630 - val_loss: 154290.7737 - val_mean_absolute_error: 371.2865
Epoch 105/125
148/148 [==============================] - 0s 68us/step - loss: 92029.1845 - mean_absolute_error: 260.2981 - val_loss: 154225.6925 - val_mean_absolute_error: 371.2034
Epoch 106/125
148/148 [==============================] - 0s 74us/step - loss: 91987.1210 - mean_absolute_error: 260.2323 - val_loss: 154161.8513 - val_mean_absolute_error: 371.1218
Epoch 107/125
148/148 [==============================] - 0s 74us/step - loss: 91944.6406 - mean_absolute_error: 260.1653 - val_loss: 154106.8637 - val_mean_absolute_error: 371.0515
Epoch 108/125
148/148 [==============================] - 0s 74us/step - loss: 91907.2893 - mean_absolute_error: 260.1066 - val_loss: 154043.1800 - val_mean_absolute_error: 370.9705
Epoch 109/125
148/148 [==============================] - 0s 68us/step - loss: 91865.5741 - mean_absolute_error: 260.0426 - val_loss: 153987.1875 - val_mean_absolute_error: 370.8986
Epoch 110/125
148/148 [==============================] - 0s 88us/step - loss: 91827.3237 - mean_absolute_error: 259.9809 - val_loss: 153920.4581 - val_mean_absolute_error: 370.8135
Epoch 111/125
148/148 [==============================] - 0s 88us/step - loss: 91783.4377 - mean_absolute_error: 259.9141 - val_loss: 153857.4225 - val_mean_absolute_error: 370.7329
Epoch 112/125
148/148 [==============================] - 0s 68us/step - loss: 91740.9077 - mean_absolute_error: 259.8479 - val_loss: 153793.8569 - val_mean_absolute_error: 370.6517
Epoch 113/125
148/148 [==============================] - 0s 74us/step - loss: 91699.5135 - mean_absolute_error: 259.7826 - val_loss: 153741.2162 - val_mean_absolute_error: 370.5838
Epoch 114/125
148/148 [==============================] - 0s 101us/step - loss: 91663.2388 - mean_absolute_error: 259.7247 - val_loss: 153672.9931 - val_mean_absolute_error: 370.4967
Epoch 115/125
148/148 [==============================] - 0s 88us/step - loss: 91619.5813 - mean_absolute_error: 259.6569 - val_loss: 153619.4231 - val_mean_absolute_error: 370.4282
Epoch 116/125
148/148 [==============================] - 0s 81us/step - loss: 91582.4664 - mean_absolute_error: 259.5995 - val_loss: 153557.5425 - val_mean_absolute_error: 370.3494
Epoch 117/125
148/148 [==============================] - 0s 81us/step - loss: 91541.0530 - mean_absolute_error: 259.5346 - val_loss: 153492.4119 - val_mean_absolute_error: 370.2661
Epoch 118/125
148/148 [==============================] - 0s 74us/step - loss: 91498.2276 - mean_absolute_error: 259.4690 - val_loss: 153428.1787 - val_mean_absolute_error: 370.1840
Epoch 119/125
148/148 [==============================] - 0s 68us/step - loss: 91455.7671 - mean_absolute_error: 259.4015 - val_loss: 153368.6494 - val_mean_absolute_error: 370.1079
Epoch 120/125
148/148 [==============================] - 0s 68us/step - loss: 91415.9516 - mean_absolute_error: 259.3401 - val_loss: 153302.3744 - val_mean_absolute_error: 370.0233
Epoch 121/125
148/148 [==============================] - 0s 68us/step - loss: 91372.8142 - mean_absolute_error: 259.2733 - val_loss: 153237.3006 - val_mean_absolute_error: 369.9399
Epoch 122/125
148/148 [==============================] - 0s 61us/step - loss: 91330.4918 - mean_absolute_error: 259.2083 - val_loss: 153178.4981 - val_mean_absolute_error: 369.8642
Epoch 123/125
148/148 [==============================] - 0s 81us/step - loss: 91290.8676 - mean_absolute_error: 259.1451 - val_loss: 153112.6325 - val_mean_absolute_error: 369.7798
Epoch 124/125
148/148 [==============================] - 0s 74us/step - loss: 91248.3758 - mean_absolute_error: 259.0784 - val_loss: 153051.3781 - val_mean_absolute_error: 369.7011
Epoch 125/125
148/148 [==============================] - 0s 68us/step - loss: 91207.4825 - mean_absolute_error: 259.0148 - val_loss: 152985.2762 - val_mean_absolute_error: 369.6160
Out[48]:
<keras.callbacks.History at 0x2073cea00f0>
In [49]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=500,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/500
148/148 [==============================] - 0s 88us/step - loss: 91162.7251 - mean_absolute_error: 258.9451 - val_loss: 152920.0250 - val_mean_absolute_error: 369.5322
Epoch 2/500
148/148 [==============================] - 0s 68us/step - loss: 91119.8241 - mean_absolute_error: 258.8780 - val_loss: 152860.3637 - val_mean_absolute_error: 369.4555
Epoch 3/500
148/148 [==============================] - 0s 95us/step - loss: 91080.3539 - mean_absolute_error: 258.8163 - val_loss: 152800.4250 - val_mean_absolute_error: 369.3786
Epoch 4/500
148/148 [==============================] - 0s 74us/step - loss: 91040.4973 - mean_absolute_error: 258.7534 - val_loss: 152740.2687 - val_mean_absolute_error: 369.3016
Epoch 5/500
148/148 [==============================] - 0s 81us/step - loss: 91000.2111 - mean_absolute_error: 258.6894 - val_loss: 152675.5638 - val_mean_absolute_error: 369.2190
Epoch 6/500
148/148 [==============================] - 0s 88us/step - loss: 90958.0439 - mean_absolute_error: 258.6236 - val_loss: 152608.7675 - val_mean_absolute_error: 369.1330
Epoch 7/500
148/148 [==============================] - 0s 88us/step - loss: 90913.5479 - mean_absolute_error: 258.5538 - val_loss: 152549.2325 - val_mean_absolute_error: 369.0560
Epoch 8/500
148/148 [==============================] - 0s 81us/step - loss: 90873.6362 - mean_absolute_error: 258.4920 - val_loss: 152484.8725 - val_mean_absolute_error: 368.9733
Epoch 9/500
148/148 [==============================] - 0s 95us/step - loss: 90831.6707 - mean_absolute_error: 258.4269 - val_loss: 152425.4281 - val_mean_absolute_error: 368.8969
Epoch 10/500
148/148 [==============================] - 0s 61us/step - loss: 90791.5099 - mean_absolute_error: 258.3644 - val_loss: 152354.8644 - val_mean_absolute_error: 368.8064
Epoch 11/500
148/148 [==============================] - 0s 88us/step - loss: 90746.1249 - mean_absolute_error: 258.2935 - val_loss: 152293.6025 - val_mean_absolute_error: 368.7278
Epoch 12/500
148/148 [==============================] - 0s 88us/step - loss: 90704.7449 - mean_absolute_error: 258.2292 - val_loss: 152230.4681 - val_mean_absolute_error: 368.6467
Epoch 13/500
148/148 [==============================] - 0s 74us/step - loss: 90661.6451 - mean_absolute_error: 258.1627 - val_loss: 152163.5738 - val_mean_absolute_error: 368.5613
Epoch 14/500
148/148 [==============================] - 0s 74us/step - loss: 90619.2253 - mean_absolute_error: 258.0966 - val_loss: 152095.9750 - val_mean_absolute_error: 368.4745
Epoch 15/500
148/148 [==============================] - 0s 81us/step - loss: 90575.3053 - mean_absolute_error: 258.0286 - val_loss: 152030.5931 - val_mean_absolute_error: 368.3907
Epoch 16/500
148/148 [==============================] - 0s 81us/step - loss: 90532.3319 - mean_absolute_error: 257.9615 - val_loss: 151963.3656 - val_mean_absolute_error: 368.3044
Epoch 17/500
148/148 [==============================] - 0s 88us/step - loss: 90487.8524 - mean_absolute_error: 257.8930 - val_loss: 151896.5862 - val_mean_absolute_error: 368.2189
Epoch 18/500
148/148 [==============================] - 0s 81us/step - loss: 90444.2124 - mean_absolute_error: 257.8250 - val_loss: 151836.4362 - val_mean_absolute_error: 368.1411
Epoch 19/500
148/148 [==============================] - 0s 68us/step - loss: 90403.7253 - mean_absolute_error: 257.7614 - val_loss: 151778.7725 - val_mean_absolute_error: 368.0670
Epoch 20/500
148/148 [==============================] - 0s 95us/step - loss: 90365.3518 - mean_absolute_error: 257.7029 - val_loss: 151711.0225 - val_mean_absolute_error: 367.9797
Epoch 21/500
148/148 [==============================] - 0s 74us/step - loss: 90321.3963 - mean_absolute_error: 257.6335 - val_loss: 151644.8544 - val_mean_absolute_error: 367.8943
Epoch 22/500
148/148 [==============================] - 0s 88us/step - loss: 90277.6350 - mean_absolute_error: 257.5658 - val_loss: 151585.6131 - val_mean_absolute_error: 367.8176
Epoch 23/500
148/148 [==============================] - 0s 95us/step - loss: 90237.6400 - mean_absolute_error: 257.5040 - val_loss: 151516.5669 - val_mean_absolute_error: 367.7282
Epoch 24/500
148/148 [==============================] - 0s 68us/step - loss: 90191.7587 - mean_absolute_error: 257.4322 - val_loss: 151453.3944 - val_mean_absolute_error: 367.6470
Epoch 25/500
148/148 [==============================] - 0s 81us/step - loss: 90150.7054 - mean_absolute_error: 257.3682 - val_loss: 151386.5475 - val_mean_absolute_error: 367.5606
Epoch 26/500
148/148 [==============================] - 0s 95us/step - loss: 90106.5762 - mean_absolute_error: 257.2984 - val_loss: 151313.4287 - val_mean_absolute_error: 367.4669
Epoch 27/500
148/148 [==============================] - 0s 81us/step - loss: 90059.9603 - mean_absolute_error: 257.2272 - val_loss: 151256.0431 - val_mean_absolute_error: 367.3932
Epoch 28/500
148/148 [==============================] - 0s 88us/step - loss: 90021.4135 - mean_absolute_error: 257.1674 - val_loss: 151197.4150 - val_mean_absolute_error: 367.3179
Epoch 29/500
148/148 [==============================] - 0s 95us/step - loss: 89981.6311 - mean_absolute_error: 257.1070 - val_loss: 151122.4900 - val_mean_absolute_error: 367.2221
Epoch 30/500
148/148 [==============================] - 0s 61us/step - loss: 89934.1875 - mean_absolute_error: 257.0336 - val_loss: 151057.7806 - val_mean_absolute_error: 367.1389
Epoch 31/500
148/148 [==============================] - 0s 88us/step - loss: 89891.9737 - mean_absolute_error: 256.9687 - val_loss: 150999.2581 - val_mean_absolute_error: 367.0631
Epoch 32/500
148/148 [==============================] - 0s 88us/step - loss: 89851.7838 - mean_absolute_error: 256.9060 - val_loss: 150933.1425 - val_mean_absolute_error: 366.9780
Epoch 33/500
148/148 [==============================] - 0s 74us/step - loss: 89807.4181 - mean_absolute_error: 256.8376 - val_loss: 150865.3975 - val_mean_absolute_error: 366.8914
Epoch 34/500
148/148 [==============================] - 0s 101us/step - loss: 89763.4485 - mean_absolute_error: 256.7685 - val_loss: 150802.1619 - val_mean_absolute_error: 366.8102
Epoch 35/500
148/148 [==============================] - 0s 74us/step - loss: 89721.2116 - mean_absolute_error: 256.7023 - val_loss: 150728.6713 - val_mean_absolute_error: 366.7162
Epoch 36/500
148/148 [==============================] - 0s 68us/step - loss: 89675.2017 - mean_absolute_error: 256.6314 - val_loss: 150675.0312 - val_mean_absolute_error: 366.6469
Epoch 37/500
148/148 [==============================] - 0s 81us/step - loss: 89638.8237 - mean_absolute_error: 256.5746 - val_loss: 150601.8219 - val_mean_absolute_error: 366.5531
Epoch 38/500
148/148 [==============================] - 0s 81us/step - loss: 89591.3832 - mean_absolute_error: 256.5018 - val_loss: 150547.2031 - val_mean_absolute_error: 366.4821
Epoch 39/500
148/148 [==============================] - 0s 81us/step - loss: 89553.5752 - mean_absolute_error: 256.4423 - val_loss: 150486.0044 - val_mean_absolute_error: 366.4032
Epoch 40/500
148/148 [==============================] - 0s 68us/step - loss: 89512.5435 - mean_absolute_error: 256.3785 - val_loss: 150414.3156 - val_mean_absolute_error: 366.3112
Epoch 41/500
148/148 [==============================] - 0s 81us/step - loss: 89465.5055 - mean_absolute_error: 256.3071 - val_loss: 150340.8319 - val_mean_absolute_error: 366.2163
Epoch 42/500
148/148 [==============================] - 0s 81us/step - loss: 89418.0555 - mean_absolute_error: 256.2340 - val_loss: 150269.1594 - val_mean_absolute_error: 366.1249
Epoch 43/500
148/148 [==============================] - 0s 61us/step - loss: 89372.0562 - mean_absolute_error: 256.1628 - val_loss: 150208.4919 - val_mean_absolute_error: 366.0467
Epoch 44/500
148/148 [==============================] - 0s 74us/step - loss: 89331.6052 - mean_absolute_error: 256.0990 - val_loss: 150140.4587 - val_mean_absolute_error: 365.9592
Epoch 45/500
148/148 [==============================] - 0s 74us/step - loss: 89286.6871 - mean_absolute_error: 256.0303 - val_loss: 150075.6300 - val_mean_absolute_error: 365.8757
Epoch 46/500
148/148 [==============================] - 0s 74us/step - loss: 89242.8663 - mean_absolute_error: 255.9629 - val_loss: 150005.1487 - val_mean_absolute_error: 365.7852
Epoch 47/500
148/148 [==============================] - ETA: 0s - loss: 87107.3594 - mean_absolute_error: 249.090 - 0s 61us/step - loss: 89198.7969 - mean_absolute_error: 255.8953 - val_loss: 149947.6350 - val_mean_absolute_error: 365.7109
Epoch 48/500
148/148 [==============================] - 0s 81us/step - loss: 89160.6098 - mean_absolute_error: 255.8356 - val_loss: 149884.0831 - val_mean_absolute_error: 365.6285
Epoch 49/500
148/148 [==============================] - 0s 74us/step - loss: 89117.2482 - mean_absolute_error: 255.7681 - val_loss: 149824.4281 - val_mean_absolute_error: 365.5513
Epoch 50/500
148/148 [==============================] - 0s 74us/step - loss: 89077.5899 - mean_absolute_error: 255.7055 - val_loss: 149757.6581 - val_mean_absolute_error: 365.4650
Epoch 51/500
148/148 [==============================] - 0s 61us/step - loss: 89033.6246 - mean_absolute_error: 255.6379 - val_loss: 149688.8438 - val_mean_absolute_error: 365.3762
Epoch 52/500
148/148 [==============================] - 0s 74us/step - loss: 88987.9117 - mean_absolute_error: 255.5674 - val_loss: 149615.1025 - val_mean_absolute_error: 365.2820
Epoch 53/500
148/148 [==============================] - 0s 68us/step - loss: 88941.3533 - mean_absolute_error: 255.4960 - val_loss: 149549.5219 - val_mean_absolute_error: 365.1976
Epoch 54/500
148/148 [==============================] - 0s 74us/step - loss: 88898.7166 - mean_absolute_error: 255.4318 - val_loss: 149487.1537 - val_mean_absolute_error: 365.1166
Epoch 55/500
148/148 [==============================] - 0s 68us/step - loss: 88856.4890 - mean_absolute_error: 255.3652 - val_loss: 149411.7387 - val_mean_absolute_error: 365.0193
Epoch 56/500
148/148 [==============================] - 0s 74us/step - loss: 88808.0129 - mean_absolute_error: 255.2899 - val_loss: 149343.7787 - val_mean_absolute_error: 364.9316
Epoch 57/500
148/148 [==============================] - 0s 74us/step - loss: 88763.0435 - mean_absolute_error: 255.2204 - val_loss: 149271.6981 - val_mean_absolute_error: 364.8382
Epoch 58/500
148/148 [==============================] - 0s 61us/step - loss: 88717.0271 - mean_absolute_error: 255.1499 - val_loss: 149213.1137 - val_mean_absolute_error: 364.7625
Epoch 59/500
148/148 [==============================] - 0s 74us/step - loss: 88676.9227 - mean_absolute_error: 255.0879 - val_loss: 149142.7006 - val_mean_absolute_error: 364.6712
Epoch 60/500
148/148 [==============================] - 0s 74us/step - loss: 88631.4396 - mean_absolute_error: 255.0179 - val_loss: 149068.9138 - val_mean_absolute_error: 364.5764
Epoch 61/500
148/148 [==============================] - 0s 61us/step - loss: 88584.7762 - mean_absolute_error: 254.9467 - val_loss: 148998.8400 - val_mean_absolute_error: 364.4864
Epoch 62/500
148/148 [==============================] - 0s 68us/step - loss: 88540.2622 - mean_absolute_error: 254.8780 - val_loss: 148936.1375 - val_mean_absolute_error: 364.4048
Epoch 63/500
148/148 [==============================] - 0s 81us/step - loss: 88498.1383 - mean_absolute_error: 254.8123 - val_loss: 148862.6431 - val_mean_absolute_error: 364.3099
Epoch 64/500
148/148 [==============================] - 0s 61us/step - loss: 88451.0864 - mean_absolute_error: 254.7403 - val_loss: 148796.0456 - val_mean_absolute_error: 364.2235
Epoch 65/500
148/148 [==============================] - 0s 74us/step - loss: 88406.3397 - mean_absolute_error: 254.6716 - val_loss: 148729.5225 - val_mean_absolute_error: 364.1381
Epoch 66/500
148/148 [==============================] - 0s 81us/step - loss: 88362.6535 - mean_absolute_error: 254.6046 - val_loss: 148662.5825 - val_mean_absolute_error: 364.0514
Epoch 67/500
148/148 [==============================] - 0s 81us/step - loss: 88318.8150 - mean_absolute_error: 254.5362 - val_loss: 148604.0100 - val_mean_absolute_error: 363.9752
Epoch 68/500
148/148 [==============================] - 0s 74us/step - loss: 88279.1743 - mean_absolute_error: 254.4751 - val_loss: 148539.8500 - val_mean_absolute_error: 363.8920
Epoch 69/500
148/148 [==============================] - 0s 81us/step - loss: 88236.6038 - mean_absolute_error: 254.4091 - val_loss: 148474.1331 - val_mean_absolute_error: 363.8061
Epoch 70/500
148/148 [==============================] - 0s 81us/step - loss: 88193.4079 - mean_absolute_error: 254.3419 - val_loss: 148402.5250 - val_mean_absolute_error: 363.7130
Epoch 71/500
148/148 [==============================] - 0s 101us/step - loss: 88146.9054 - mean_absolute_error: 254.2709 - val_loss: 148329.8081 - val_mean_absolute_error: 363.6186
Epoch 72/500
148/148 [==============================] - 0s 74us/step - loss: 88099.1841 - mean_absolute_error: 254.1964 - val_loss: 148261.5606 - val_mean_absolute_error: 363.5300
Epoch 73/500
148/148 [==============================] - 0s 101us/step - loss: 88053.9362 - mean_absolute_error: 254.1278 - val_loss: 148202.2419 - val_mean_absolute_error: 363.4529
Epoch 74/500
148/148 [==============================] - 0s 81us/step - loss: 88013.5709 - mean_absolute_error: 254.0653 - val_loss: 148128.6281 - val_mean_absolute_error: 363.3586
Epoch 75/500
148/148 [==============================] - 0s 81us/step - loss: 87967.4076 - mean_absolute_error: 253.9950 - val_loss: 148060.7456 - val_mean_absolute_error: 363.2706
Epoch 76/500
148/148 [==============================] - 0s 81us/step - loss: 87922.0752 - mean_absolute_error: 253.9250 - val_loss: 147986.7819 - val_mean_absolute_error: 363.1745
Epoch 77/500
148/148 [==============================] - 0s 81us/step - loss: 87873.2431 - mean_absolute_error: 253.8493 - val_loss: 147921.0500 - val_mean_absolute_error: 363.0887
Epoch 78/500
148/148 [==============================] - 0s 74us/step - loss: 87829.6554 - mean_absolute_error: 253.7832 - val_loss: 147846.9050 - val_mean_absolute_error: 362.9920
Epoch 79/500
148/148 [==============================] - 0s 68us/step - loss: 87782.0004 - mean_absolute_error: 253.7096 - val_loss: 147778.5338 - val_mean_absolute_error: 362.9025
Epoch 80/500
148/148 [==============================] - 0s 81us/step - loss: 87737.3501 - mean_absolute_error: 253.6398 - val_loss: 147710.5262 - val_mean_absolute_error: 362.8141
Epoch 81/500
148/148 [==============================] - 0s 108us/step - loss: 87692.6294 - mean_absolute_error: 253.5721 - val_loss: 147642.6737 - val_mean_absolute_error: 362.7251
Epoch 82/500
148/148 [==============================] - 0s 81us/step - loss: 87647.5053 - mean_absolute_error: 253.5002 - val_loss: 147566.3712 - val_mean_absolute_error: 362.6263
Epoch 83/500
148/148 [==============================] - 0s 95us/step - loss: 87599.8155 - mean_absolute_error: 253.4277 - val_loss: 147505.3175 - val_mean_absolute_error: 362.5464
Epoch 84/500
148/148 [==============================] - 0s 95us/step - loss: 87558.5184 - mean_absolute_error: 253.3638 - val_loss: 147429.6162 - val_mean_absolute_error: 362.4479
Epoch 85/500
148/148 [==============================] - 0s 115us/step - loss: 87509.0625 - mean_absolute_error: 253.2867 - val_loss: 147368.4813 - val_mean_absolute_error: 362.3681
Epoch 86/500
148/148 [==============================] - 0s 115us/step - loss: 87468.6151 - mean_absolute_error: 253.2229 - val_loss: 147304.0100 - val_mean_absolute_error: 362.2837
Epoch 87/500
148/148 [==============================] - 0s 108us/step - loss: 87424.9685 - mean_absolute_error: 253.1564 - val_loss: 147231.8337 - val_mean_absolute_error: 362.1896
Epoch 88/500
148/148 [==============================] - 0s 169us/step - loss: 87378.1216 - mean_absolute_error: 253.0829 - val_loss: 147167.5225 - val_mean_absolute_error: 362.1059
Epoch 89/500
148/148 [==============================] - 0s 182us/step - loss: 87335.1033 - mean_absolute_error: 253.0157 - val_loss: 147099.6681 - val_mean_absolute_error: 362.0167
Epoch 90/500
148/148 [==============================] - 0s 142us/step - loss: 87289.9096 - mean_absolute_error: 252.9451 - val_loss: 147033.4731 - val_mean_absolute_error: 361.9304
Epoch 91/500
148/148 [==============================] - 0s 135us/step - loss: 87246.5557 - mean_absolute_error: 252.8785 - val_loss: 146964.7369 - val_mean_absolute_error: 361.8400
Epoch 92/500
148/148 [==============================] - 0s 142us/step - loss: 87199.2705 - mean_absolute_error: 252.8049 - val_loss: 146893.9056 - val_mean_absolute_error: 361.7477
Epoch 93/500
148/148 [==============================] - 0s 122us/step - loss: 87153.0743 - mean_absolute_error: 252.7346 - val_loss: 146826.6187 - val_mean_absolute_error: 361.6600
Epoch 94/500
148/148 [==============================] - 0s 115us/step - loss: 87108.4348 - mean_absolute_error: 252.6639 - val_loss: 146757.6350 - val_mean_absolute_error: 361.5694
Epoch 95/500
148/148 [==============================] - 0s 128us/step - loss: 87063.1284 - mean_absolute_error: 252.5947 - val_loss: 146687.3894 - val_mean_absolute_error: 361.4775
Epoch 96/500
148/148 [==============================] - 0s 101us/step - loss: 87017.4008 - mean_absolute_error: 252.5220 - val_loss: 146621.2787 - val_mean_absolute_error: 361.3913
Epoch 97/500
148/148 [==============================] - 0s 101us/step - loss: 86973.4622 - mean_absolute_error: 252.4536 - val_loss: 146556.5481 - val_mean_absolute_error: 361.3065
Epoch 98/500
148/148 [==============================] - 0s 95us/step - loss: 86929.9605 - mean_absolute_error: 252.3852 - val_loss: 146482.3525 - val_mean_absolute_error: 361.2090
Epoch 99/500
148/148 [==============================] - 0s 88us/step - loss: 86880.7901 - mean_absolute_error: 252.3082 - val_loss: 146409.0650 - val_mean_absolute_error: 361.1135
Epoch 100/500
148/148 [==============================] - 0s 81us/step - loss: 86833.6248 - mean_absolute_error: 252.2353 - val_loss: 146349.9169 - val_mean_absolute_error: 361.0359
Epoch 101/500
148/148 [==============================] - 0s 74us/step - loss: 86793.9014 - mean_absolute_error: 252.1734 - val_loss: 146282.5300 - val_mean_absolute_error: 360.9477
Epoch 102/500
148/148 [==============================] - 0s 61us/step - loss: 86749.6433 - mean_absolute_error: 252.1048 - val_loss: 146215.9550 - val_mean_absolute_error: 360.8605
Epoch 103/500
148/148 [==============================] - 0s 81us/step - loss: 86705.7992 - mean_absolute_error: 252.0372 - val_loss: 146141.4350 - val_mean_absolute_error: 360.7629
Epoch 104/500
148/148 [==============================] - 0s 74us/step - loss: 86657.1054 - mean_absolute_error: 251.9607 - val_loss: 146070.5963 - val_mean_absolute_error: 360.6703
Epoch 105/500
148/148 [==============================] - 0s 74us/step - loss: 86610.7078 - mean_absolute_error: 251.8901 - val_loss: 146001.5763 - val_mean_absolute_error: 360.5805
Epoch 106/500
148/148 [==============================] - 0s 68us/step - loss: 86566.9701 - mean_absolute_error: 251.8231 - val_loss: 145937.2588 - val_mean_absolute_error: 360.4961
Epoch 107/500
148/148 [==============================] - 0s 74us/step - loss: 86523.7603 - mean_absolute_error: 251.7555 - val_loss: 145863.6056 - val_mean_absolute_error: 360.3997
Epoch 108/500
148/148 [==============================] - 0s 81us/step - loss: 86476.0148 - mean_absolute_error: 251.6822 - val_loss: 145790.6075 - val_mean_absolute_error: 360.3043
Epoch 109/500
148/148 [==============================] - 0s 61us/step - loss: 86427.2274 - mean_absolute_error: 251.6065 - val_loss: 145718.5638 - val_mean_absolute_error: 360.2114
Epoch 110/500
148/148 [==============================] - 0s 81us/step - loss: 86381.2874 - mean_absolute_error: 251.5352 - val_loss: 145647.0094 - val_mean_absolute_error: 360.1179
Epoch 111/500
148/148 [==============================] - 0s 74us/step - loss: 86334.0657 - mean_absolute_error: 251.4630 - val_loss: 145575.3588 - val_mean_absolute_error: 360.0238
Epoch 112/500
148/148 [==============================] - 0s 61us/step - loss: 86288.0682 - mean_absolute_error: 251.3903 - val_loss: 145505.8612 - val_mean_absolute_error: 359.9326
Epoch 113/500
148/148 [==============================] - 0s 74us/step - loss: 86242.5017 - mean_absolute_error: 251.3197 - val_loss: 145441.1194 - val_mean_absolute_error: 359.8479
Epoch 114/500
148/148 [==============================] - 0s 68us/step - loss: 86198.9005 - mean_absolute_error: 251.2515 - val_loss: 145364.5094 - val_mean_absolute_error: 359.7469
Epoch 115/500
148/148 [==============================] - 0s 68us/step - loss: 86148.8292 - mean_absolute_error: 251.1744 - val_loss: 145298.2650 - val_mean_absolute_error: 359.6591
Epoch 116/500
148/148 [==============================] - 0s 68us/step - loss: 86104.5428 - mean_absolute_error: 251.1017 - val_loss: 145236.6494 - val_mean_absolute_error: 359.5776
Epoch 117/500
148/148 [==============================] - 0s 81us/step - loss: 86062.8349 - mean_absolute_error: 251.0369 - val_loss: 145167.0331 - val_mean_absolute_error: 359.4863
Epoch 118/500
148/148 [==============================] - 0s 68us/step - loss: 86017.5530 - mean_absolute_error: 250.9669 - val_loss: 145095.7181 - val_mean_absolute_error: 359.3923
Epoch 119/500
148/148 [==============================] - 0s 68us/step - loss: 85971.2379 - mean_absolute_error: 250.8937 - val_loss: 145037.5925 - val_mean_absolute_error: 359.3151
Epoch 120/500
148/148 [==============================] - 0s 81us/step - loss: 85931.2656 - mean_absolute_error: 250.8302 - val_loss: 144963.8500 - val_mean_absolute_error: 359.2176
Epoch 121/500
148/148 [==============================] - 0s 74us/step - loss: 85883.7515 - mean_absolute_error: 250.7560 - val_loss: 144898.2900 - val_mean_absolute_error: 359.1316
Epoch 122/500
148/148 [==============================] - 0s 88us/step - loss: 85840.0509 - mean_absolute_error: 250.6877 - val_loss: 144824.6775 - val_mean_absolute_error: 359.0342
Epoch 123/500
148/148 [==============================] - 0s 81us/step - loss: 85792.0785 - mean_absolute_error: 250.6139 - val_loss: 144753.6169 - val_mean_absolute_error: 358.9399
Epoch 124/500
148/148 [==============================] - 0s 95us/step - loss: 85744.0598 - mean_absolute_error: 250.5394 - val_loss: 144683.1500 - val_mean_absolute_error: 358.8474
Epoch 125/500
148/148 [==============================] - 0s 95us/step - loss: 85697.9139 - mean_absolute_error: 250.4673 - val_loss: 144611.7700 - val_mean_absolute_error: 358.7530
Epoch 126/500
148/148 [==============================] - 0s 101us/step - loss: 85651.9234 - mean_absolute_error: 250.3948 - val_loss: 144550.6088 - val_mean_absolute_error: 358.6722
Epoch 127/500
148/148 [==============================] - 0s 101us/step - loss: 85611.1852 - mean_absolute_error: 250.3303 - val_loss: 144483.4469 - val_mean_absolute_error: 358.5827
Epoch 128/500
148/148 [==============================] - 0s 88us/step - loss: 85565.6307 - mean_absolute_error: 250.2587 - val_loss: 144411.5069 - val_mean_absolute_error: 358.4879
Epoch 129/500
148/148 [==============================] - 0s 95us/step - loss: 85518.5304 - mean_absolute_error: 250.1858 - val_loss: 144344.7406 - val_mean_absolute_error: 358.3986
Epoch 130/500
148/148 [==============================] - 0s 95us/step - loss: 85474.8190 - mean_absolute_error: 250.1168 - val_loss: 144267.2037 - val_mean_absolute_error: 358.2972
Epoch 131/500
148/148 [==============================] - 0s 95us/step - loss: 85426.4453 - mean_absolute_error: 250.0407 - val_loss: 144201.2444 - val_mean_absolute_error: 358.2102
Epoch 132/500
148/148 [==============================] - 0s 95us/step - loss: 85383.1191 - mean_absolute_error: 249.9705 - val_loss: 144139.9337 - val_mean_absolute_error: 358.1292
Epoch 133/500
148/148 [==============================] - 0s 95us/step - loss: 85340.8921 - mean_absolute_error: 249.9046 - val_loss: 144071.0562 - val_mean_absolute_error: 358.0387
Epoch 134/500
148/148 [==============================] - 0s 95us/step - loss: 85295.3786 - mean_absolute_error: 249.8329 - val_loss: 143999.2638 - val_mean_absolute_error: 357.9439
Epoch 135/500
148/148 [==============================] - 0s 101us/step - loss: 85248.2268 - mean_absolute_error: 249.7582 - val_loss: 143930.6644 - val_mean_absolute_error: 357.8533
Epoch 136/500
148/148 [==============================] - 0s 88us/step - loss: 85202.6360 - mean_absolute_error: 249.6867 - val_loss: 143864.0369 - val_mean_absolute_error: 357.7649
Epoch 137/500
148/148 [==============================] - 0s 95us/step - loss: 85158.5885 - mean_absolute_error: 249.6173 - val_loss: 143798.3456 - val_mean_absolute_error: 357.6784
Epoch 138/500
148/148 [==============================] - 0s 88us/step - loss: 85114.2996 - mean_absolute_error: 249.5477 - val_loss: 143728.9869 - val_mean_absolute_error: 357.5860
Epoch 139/500
148/148 [==============================] - 0s 95us/step - loss: 85069.3237 - mean_absolute_error: 249.4760 - val_loss: 143665.7400 - val_mean_absolute_error: 357.5017
Epoch 140/500
148/148 [==============================] - 0s 95us/step - loss: 85027.2006 - mean_absolute_error: 249.4105 - val_loss: 143591.4312 - val_mean_absolute_error: 357.4026
Epoch 141/500
148/148 [==============================] - 0s 95us/step - loss: 84976.7238 - mean_absolute_error: 249.3304 - val_loss: 143517.8781 - val_mean_absolute_error: 357.3054
Epoch 142/500
148/148 [==============================] - 0s 95us/step - loss: 84929.0494 - mean_absolute_error: 249.2545 - val_loss: 143451.1006 - val_mean_absolute_error: 357.2165
Epoch 143/500
148/148 [==============================] - 0s 95us/step - loss: 84885.0452 - mean_absolute_error: 249.1848 - val_loss: 143381.2525 - val_mean_absolute_error: 357.1233
Epoch 144/500
148/148 [==============================] - 0s 95us/step - loss: 84837.9595 - mean_absolute_error: 249.1100 - val_loss: 143319.8181 - val_mean_absolute_error: 357.0414
Epoch 145/500
148/148 [==============================] - 0s 88us/step - loss: 84796.4426 - mean_absolute_error: 249.0440 - val_loss: 143241.2787 - val_mean_absolute_error: 356.9380
Epoch 146/500
148/148 [==============================] - 0s 74us/step - loss: 84747.5659 - mean_absolute_error: 248.9682 - val_loss: 143181.7313 - val_mean_absolute_error: 356.8590
Epoch 147/500
148/148 [==============================] - 0s 68us/step - loss: 84707.7384 - mean_absolute_error: 248.9035 - val_loss: 143113.7375 - val_mean_absolute_error: 356.7681
Epoch 148/500
148/148 [==============================] - 0s 74us/step - loss: 84663.3877 - mean_absolute_error: 248.8326 - val_loss: 143046.1031 - val_mean_absolute_error: 356.6773
Epoch 149/500
148/148 [==============================] - 0s 68us/step - loss: 84616.5819 - mean_absolute_error: 248.7587 - val_loss: 142973.2938 - val_mean_absolute_error: 356.5801
Epoch 150/500
148/148 [==============================] - 0s 74us/step - loss: 84569.5395 - mean_absolute_error: 248.6838 - val_loss: 142912.6969 - val_mean_absolute_error: 356.4992
Epoch 151/500
148/148 [==============================] - 0s 74us/step - loss: 84528.7876 - mean_absolute_error: 248.6180 - val_loss: 142844.3994 - val_mean_absolute_error: 356.4083
Epoch 152/500
148/148 [==============================] - 0s 74us/step - loss: 84483.5378 - mean_absolute_error: 248.5471 - val_loss: 142776.1981 - val_mean_absolute_error: 356.3179
Epoch 153/500
148/148 [==============================] - 0s 68us/step - loss: 84438.2042 - mean_absolute_error: 248.4741 - val_loss: 142706.2575 - val_mean_absolute_error: 356.2247
Epoch 154/500
148/148 [==============================] - 0s 61us/step - loss: 84392.7436 - mean_absolute_error: 248.4011 - val_loss: 142644.2775 - val_mean_absolute_error: 356.1417
Epoch 155/500
148/148 [==============================] - 0s 74us/step - loss: 84351.2954 - mean_absolute_error: 248.3356 - val_loss: 142569.5431 - val_mean_absolute_error: 356.0421
Epoch 156/500
148/148 [==============================] - 0s 68us/step - loss: 84302.6125 - mean_absolute_error: 248.2581 - val_loss: 142498.1400 - val_mean_absolute_error: 355.9475
Epoch 157/500
148/148 [==============================] - 0s 68us/step - loss: 84255.5336 - mean_absolute_error: 248.1831 - val_loss: 142427.5887 - val_mean_absolute_error: 355.8533
Epoch 158/500
148/148 [==============================] - 0s 74us/step - loss: 84209.2209 - mean_absolute_error: 248.1097 - val_loss: 142367.2719 - val_mean_absolute_error: 355.7722
Epoch 159/500
148/148 [==============================] - 0s 74us/step - loss: 84168.5344 - mean_absolute_error: 248.0424 - val_loss: 142299.2006 - val_mean_absolute_error: 355.6806
Epoch 160/500
148/148 [==============================] - 0s 61us/step - loss: 84122.9783 - mean_absolute_error: 247.9683 - val_loss: 142229.1144 - val_mean_absolute_error: 355.5881
Epoch 161/500
148/148 [==============================] - 0s 61us/step - loss: 84077.0260 - mean_absolute_error: 247.8944 - val_loss: 142161.3975 - val_mean_absolute_error: 355.4979
Epoch 162/500
148/148 [==============================] - 0s 81us/step - loss: 84031.6953 - mean_absolute_error: 247.8218 - val_loss: 142088.9919 - val_mean_absolute_error: 355.4010
Epoch 163/500
148/148 [==============================] - 0s 61us/step - loss: 83984.6996 - mean_absolute_error: 247.7460 - val_loss: 142025.1631 - val_mean_absolute_error: 355.3152
Epoch 164/500
148/148 [==============================] - 0s 68us/step - loss: 83942.1921 - mean_absolute_error: 247.6780 - val_loss: 141952.7256 - val_mean_absolute_error: 355.2182
Epoch 165/500
148/148 [==============================] - 0s 74us/step - loss: 83895.2939 - mean_absolute_error: 247.6008 - val_loss: 141892.2925 - val_mean_absolute_error: 355.1375
Epoch 166/500
148/148 [==============================] - 0s 61us/step - loss: 83854.1033 - mean_absolute_error: 247.5341 - val_loss: 141828.8206 - val_mean_absolute_error: 355.0525
Epoch 167/500
148/148 [==============================] - 0s 61us/step - loss: 83811.2608 - mean_absolute_error: 247.4653 - val_loss: 141756.9544 - val_mean_absolute_error: 354.9565
Epoch 168/500
148/148 [==============================] - 0s 81us/step - loss: 83763.5412 - mean_absolute_error: 247.3860 - val_loss: 141686.4775 - val_mean_absolute_error: 354.8615
Epoch 169/500
148/148 [==============================] - 0s 74us/step - loss: 83716.4371 - mean_absolute_error: 247.3115 - val_loss: 141616.9431 - val_mean_absolute_error: 354.7681
Epoch 170/500
148/148 [==============================] - 0s 74us/step - loss: 83670.7727 - mean_absolute_error: 247.2377 - val_loss: 141551.2888 - val_mean_absolute_error: 354.6799
Epoch 171/500
148/148 [==============================] - 0s 88us/step - loss: 83627.4387 - mean_absolute_error: 247.1669 - val_loss: 141486.1588 - val_mean_absolute_error: 354.5924
Epoch 172/500
148/148 [==============================] - 0s 81us/step - loss: 83583.7629 - mean_absolute_error: 247.0970 - val_loss: 141424.6088 - val_mean_absolute_error: 354.5094
Epoch 173/500
148/148 [==============================] - 0s 142us/step - loss: 83541.7274 - mean_absolute_error: 247.0271 - val_loss: 141349.7331 - val_mean_absolute_error: 354.4098
Epoch 174/500
148/148 [==============================] - 0s 108us/step - loss: 83492.7275 - mean_absolute_error: 246.9470 - val_loss: 141288.2025 - val_mean_absolute_error: 354.3275
Epoch 175/500
148/148 [==============================] - 0s 115us/step - loss: 83451.1658 - mean_absolute_error: 246.8806 - val_loss: 141219.1131 - val_mean_absolute_error: 354.2345
Epoch 176/500
148/148 [==============================] - 0s 101us/step - loss: 83403.5602 - mean_absolute_error: 246.8025 - val_loss: 141140.6487 - val_mean_absolute_error: 354.1293
Epoch 177/500
148/148 [==============================] - 0s 122us/step - loss: 83353.3908 - mean_absolute_error: 246.7203 - val_loss: 141082.4769 - val_mean_absolute_error: 354.0511
Epoch 178/500
148/148 [==============================] - 0s 115us/step - loss: 83313.8571 - mean_absolute_error: 246.6554 - val_loss: 141013.0081 - val_mean_absolute_error: 353.9595
Epoch 179/500
148/148 [==============================] - 0s 115us/step - loss: 83269.1326 - mean_absolute_error: 246.5844 - val_loss: 140939.1031 - val_mean_absolute_error: 353.8592
Epoch 180/500
148/148 [==============================] - 0s 122us/step - loss: 83220.5035 - mean_absolute_error: 246.5037 - val_loss: 140874.8062 - val_mean_absolute_error: 353.7730
Epoch 181/500
148/148 [==============================] - 0s 101us/step - loss: 83177.3452 - mean_absolute_error: 246.4341 - val_loss: 140803.4519 - val_mean_absolute_error: 353.6781
Epoch 182/500
148/148 [==============================] - 0s 108us/step - loss: 83130.0328 - mean_absolute_error: 246.3559 - val_loss: 140740.9750 - val_mean_absolute_error: 353.5950
Epoch 183/500
148/148 [==============================] - 0s 101us/step - loss: 83089.3976 - mean_absolute_error: 246.2893 - val_loss: 140678.2719 - val_mean_absolute_error: 353.5102
Epoch 184/500
148/148 [==============================] - 0s 101us/step - loss: 83047.1258 - mean_absolute_error: 246.2225 - val_loss: 140606.6894 - val_mean_absolute_error: 353.4130
Epoch 185/500
148/148 [==============================] - 0s 122us/step - loss: 82998.9677 - mean_absolute_error: 246.1402 - val_loss: 140535.8394 - val_mean_absolute_error: 353.3171
Epoch 186/500
148/148 [==============================] - 0s 88us/step - loss: 82952.9231 - mean_absolute_error: 246.0656 - val_loss: 140462.3669 - val_mean_absolute_error: 353.2183
Epoch 187/500
148/148 [==============================] - 0s 74us/step - loss: 82905.7281 - mean_absolute_error: 245.9870 - val_loss: 140411.5363 - val_mean_absolute_error: 353.1495
Epoch 188/500
148/148 [==============================] - 0s 101us/step - loss: 82870.7635 - mean_absolute_error: 245.9285 - val_loss: 140347.2112 - val_mean_absolute_error: 353.0624
Epoch 189/500
148/148 [==============================] - 0s 95us/step - loss: 82826.3961 - mean_absolute_error: 245.8572 - val_loss: 140277.4150 - val_mean_absolute_error: 352.9683
Epoch 190/500
148/148 [==============================] - 0s 88us/step - loss: 82780.4613 - mean_absolute_error: 245.7804 - val_loss: 140213.8400 - val_mean_absolute_error: 352.8826
Epoch 191/500
148/148 [==============================] - 0s 74us/step - loss: 82737.5110 - mean_absolute_error: 245.7102 - val_loss: 140136.3400 - val_mean_absolute_error: 352.7791
Epoch 192/500
148/148 [==============================] - 0s 95us/step - loss: 82687.4227 - mean_absolute_error: 245.6283 - val_loss: 140074.6094 - val_mean_absolute_error: 352.6959
Epoch 193/500
148/148 [==============================] - 0s 95us/step - loss: 82645.9859 - mean_absolute_error: 245.5582 - val_loss: 140012.6913 - val_mean_absolute_error: 352.6124
Epoch 194/500
148/148 [==============================] - 0s 88us/step - loss: 82604.3182 - mean_absolute_error: 245.4900 - val_loss: 139942.0406 - val_mean_absolute_error: 352.5164
Epoch 195/500
148/148 [==============================] - 0s 88us/step - loss: 82558.5688 - mean_absolute_error: 245.4146 - val_loss: 139880.2400 - val_mean_absolute_error: 352.4327
Epoch 196/500
148/148 [==============================] - 0s 88us/step - loss: 82517.1691 - mean_absolute_error: 245.3443 - val_loss: 139808.0194 - val_mean_absolute_error: 352.3345
Epoch 197/500
148/148 [==============================] - 0s 68us/step - loss: 82469.7105 - mean_absolute_error: 245.2683 - val_loss: 139740.6125 - val_mean_absolute_error: 352.2435
Epoch 198/500
148/148 [==============================] - 0s 81us/step - loss: 82424.6696 - mean_absolute_error: 245.1931 - val_loss: 139673.6606 - val_mean_absolute_error: 352.1532
Epoch 199/500
148/148 [==============================] - 0s 88us/step - loss: 82379.6159 - mean_absolute_error: 245.1196 - val_loss: 139603.6031 - val_mean_absolute_error: 352.0580
Epoch 200/500
148/148 [==============================] - 0s 88us/step - loss: 82332.6319 - mean_absolute_error: 245.0401 - val_loss: 139544.0044 - val_mean_absolute_error: 351.9771
Epoch 201/500
148/148 [==============================] - 0s 68us/step - loss: 82291.6722 - mean_absolute_error: 244.9716 - val_loss: 139471.4875 - val_mean_absolute_error: 351.8786
Epoch 202/500
148/148 [==============================] - 0s 68us/step - loss: 82243.7204 - mean_absolute_error: 244.8923 - val_loss: 139403.7662 - val_mean_absolute_error: 351.7870
Epoch 203/500
148/148 [==============================] - 0s 108us/step - loss: 82198.7589 - mean_absolute_error: 244.8177 - val_loss: 139344.7931 - val_mean_absolute_error: 351.7070
Epoch 204/500
148/148 [==============================] - 0s 101us/step - loss: 82157.8368 - mean_absolute_error: 244.7484 - val_loss: 139271.9106 - val_mean_absolute_error: 351.6082
Epoch 205/500
148/148 [==============================] - 0s 108us/step - loss: 82110.6571 - mean_absolute_error: 244.6702 - val_loss: 139208.3281 - val_mean_absolute_error: 351.5214
Epoch 206/500
148/148 [==============================] - 0s 74us/step - loss: 82067.5927 - mean_absolute_error: 244.5986 - val_loss: 139143.5106 - val_mean_absolute_error: 351.4328
Epoch 207/500
148/148 [==============================] - 0s 81us/step - loss: 82023.8678 - mean_absolute_error: 244.5240 - val_loss: 139069.4306 - val_mean_absolute_error: 351.3317
Epoch 208/500
148/148 [==============================] - 0s 81us/step - loss: 81975.1824 - mean_absolute_error: 244.4440 - val_loss: 139004.0363 - val_mean_absolute_error: 351.2426
Epoch 209/500
148/148 [==============================] - 0s 68us/step - loss: 81931.3332 - mean_absolute_error: 244.3708 - val_loss: 138940.6462 - val_mean_absolute_error: 351.1555
Epoch 210/500
148/148 [==============================] - 0s 88us/step - loss: 81887.4101 - mean_absolute_error: 244.2949 - val_loss: 138870.9400 - val_mean_absolute_error: 351.0611
Epoch 211/500
148/148 [==============================] - 0s 88us/step - loss: 81841.3340 - mean_absolute_error: 244.2191 - val_loss: 138809.7838 - val_mean_absolute_error: 350.9783
Epoch 212/500
148/148 [==============================] - 0s 74us/step - loss: 81798.3663 - mean_absolute_error: 244.1463 - val_loss: 138739.8594 - val_mean_absolute_error: 350.8817
Epoch 213/500
148/148 [==============================] - 0s 61us/step - loss: 81750.7669 - mean_absolute_error: 244.0656 - val_loss: 138677.8775 - val_mean_absolute_error: 350.7962
Epoch 214/500
148/148 [==============================] - 0s 88us/step - loss: 81706.9710 - mean_absolute_error: 243.9888 - val_loss: 138622.3581 - val_mean_absolute_error: 350.7197
Epoch 215/500
148/148 [==============================] - 0s 88us/step - loss: 81668.9386 - mean_absolute_error: 243.9257 - val_loss: 138549.7206 - val_mean_absolute_error: 350.6207
Epoch 216/500
148/148 [==============================] - 0s 81us/step - loss: 81620.7916 - mean_absolute_error: 243.8435 - val_loss: 138488.7500 - val_mean_absolute_error: 350.5376
Epoch 217/500
148/148 [==============================] - 0s 68us/step - loss: 81579.8632 - mean_absolute_error: 243.7738 - val_loss: 138426.1750 - val_mean_absolute_error: 350.4524
Epoch 218/500
148/148 [==============================] - 0s 61us/step - loss: 81537.3784 - mean_absolute_error: 243.7018 - val_loss: 138356.3794 - val_mean_absolute_error: 350.3583
Epoch 219/500
148/148 [==============================] - 0s 88us/step - loss: 81490.8961 - mean_absolute_error: 243.6236 - val_loss: 138288.8287 - val_mean_absolute_error: 350.2649
Epoch 220/500
148/148 [==============================] - 0s 81us/step - loss: 81445.1931 - mean_absolute_error: 243.5476 - val_loss: 138224.4062 - val_mean_absolute_error: 350.1773
Epoch 221/500
148/148 [==============================] - 0s 68us/step - loss: 81402.1609 - mean_absolute_error: 243.4761 - val_loss: 138155.0044 - val_mean_absolute_error: 350.0823
Epoch 222/500
148/148 [==============================] - 0s 74us/step - loss: 81356.0040 - mean_absolute_error: 243.4003 - val_loss: 138097.8581 - val_mean_absolute_error: 350.0043
Epoch 223/500
148/148 [==============================] - 0s 88us/step - loss: 81316.1113 - mean_absolute_error: 243.3332 - val_loss: 138032.8119 - val_mean_absolute_error: 349.9151
Epoch 224/500
148/148 [==============================] - 0s 74us/step - loss: 81272.5752 - mean_absolute_error: 243.2605 - val_loss: 137958.1119 - val_mean_absolute_error: 349.8135
Epoch 225/500
148/148 [==============================] - 0s 74us/step - loss: 81224.4310 - mean_absolute_error: 243.1829 - val_loss: 137893.4237 - val_mean_absolute_error: 349.7248
Epoch 226/500
148/148 [==============================] - 0s 68us/step - loss: 81180.8043 - mean_absolute_error: 243.1119 - val_loss: 137823.7419 - val_mean_absolute_error: 349.6292
Epoch 227/500
148/148 [==============================] - 0s 81us/step - loss: 81134.2335 - mean_absolute_error: 243.0314 - val_loss: 137759.2275 - val_mean_absolute_error: 349.5410
Epoch 228/500
148/148 [==============================] - 0s 95us/step - loss: 81089.8910 - mean_absolute_error: 242.9587 - val_loss: 137687.3400 - val_mean_absolute_error: 349.4433
Epoch 229/500
148/148 [==============================] - 0s 81us/step - loss: 81043.4770 - mean_absolute_error: 242.8818 - val_loss: 137623.6975 - val_mean_absolute_error: 349.3554
Epoch 230/500
148/148 [==============================] - 0s 81us/step - loss: 81000.3359 - mean_absolute_error: 242.8106 - val_loss: 137559.9994 - val_mean_absolute_error: 349.2684
Epoch 231/500
148/148 [==============================] - ETA: 0s - loss: 90617.7266 - mean_absolute_error: 265.199 - 0s 95us/step - loss: 80956.8761 - mean_absolute_error: 242.7388 - val_loss: 137490.5156 - val_mean_absolute_error: 349.1729
Epoch 232/500
148/148 [==============================] - 0s 74us/step - loss: 80910.4069 - mean_absolute_error: 242.6612 - val_loss: 137423.9031 - val_mean_absolute_error: 349.0819
Epoch 233/500
148/148 [==============================] - 0s 101us/step - loss: 80864.4033 - mean_absolute_error: 242.5831 - val_loss: 137354.5912 - val_mean_absolute_error: 348.9885
Epoch 234/500
148/148 [==============================] - 0s 108us/step - loss: 80818.5982 - mean_absolute_error: 242.5091 - val_loss: 137284.2194 - val_mean_absolute_error: 348.8910
Epoch 235/500
148/148 [==============================] - 0s 95us/step - loss: 80770.1130 - mean_absolute_error: 242.4288 - val_loss: 137217.5006 - val_mean_absolute_error: 348.7994
Epoch 236/500
148/148 [==============================] - 0s 88us/step - loss: 80725.1052 - mean_absolute_error: 242.3529 - val_loss: 137149.9775 - val_mean_absolute_error: 348.7067
Epoch 237/500
148/148 [==============================] - 0s 95us/step - loss: 80680.2523 - mean_absolute_error: 242.2780 - val_loss: 137093.8025 - val_mean_absolute_error: 348.6288
Epoch 238/500
148/148 [==============================] - 0s 95us/step - loss: 80639.7229 - mean_absolute_error: 242.2054 - val_loss: 137031.4438 - val_mean_absolute_error: 348.5437
Epoch 239/500
148/148 [==============================] - 0s 88us/step - loss: 80597.7309 - mean_absolute_error: 242.1358 - val_loss: 136966.9456 - val_mean_absolute_error: 348.4551
Epoch 240/500
148/148 [==============================] - 0s 68us/step - loss: 80555.0870 - mean_absolute_error: 242.0610 - val_loss: 136903.8581 - val_mean_absolute_error: 348.3680
Epoch 241/500
148/148 [==============================] - 0s 74us/step - loss: 80511.8961 - mean_absolute_error: 241.9909 - val_loss: 136833.2269 - val_mean_absolute_error: 348.2711
Epoch 242/500
148/148 [==============================] - 0s 81us/step - loss: 80465.1419 - mean_absolute_error: 241.9119 - val_loss: 136767.9875 - val_mean_absolute_error: 348.1808
Epoch 243/500
148/148 [==============================] - 0s 88us/step - loss: 80420.8507 - mean_absolute_error: 241.8365 - val_loss: 136708.1187 - val_mean_absolute_error: 348.0984
Epoch 244/500
148/148 [==============================] - 0s 74us/step - loss: 80378.8279 - mean_absolute_error: 241.7640 - val_loss: 136635.7513 - val_mean_absolute_error: 347.9989
Epoch 245/500
148/148 [==============================] - 0s 81us/step - loss: 80331.1056 - mean_absolute_error: 241.6857 - val_loss: 136572.4237 - val_mean_absolute_error: 347.9101
Epoch 246/500
148/148 [==============================] - 0s 81us/step - loss: 80287.9373 - mean_absolute_error: 241.6091 - val_loss: 136508.6981 - val_mean_absolute_error: 347.8224
Epoch 247/500
148/148 [==============================] - 0s 68us/step - loss: 80244.3824 - mean_absolute_error: 241.5352 - val_loss: 136439.6856 - val_mean_absolute_error: 347.7269
Epoch 248/500
148/148 [==============================] - 0s 68us/step - loss: 80196.9863 - mean_absolute_error: 241.4515 - val_loss: 136374.4444 - val_mean_absolute_error: 347.6370
Epoch 249/500
148/148 [==============================] - 0s 88us/step - loss: 80152.4502 - mean_absolute_error: 241.3757 - val_loss: 136310.2400 - val_mean_absolute_error: 347.5483
Epoch 250/500
148/148 [==============================] - 0s 68us/step - loss: 80109.1125 - mean_absolute_error: 241.3024 - val_loss: 136243.9106 - val_mean_absolute_error: 347.4564
Epoch 251/500
148/148 [==============================] - 0s 81us/step - loss: 80065.4728 - mean_absolute_error: 241.2264 - val_loss: 136175.1206 - val_mean_absolute_error: 347.3621
Epoch 252/500
148/148 [==============================] - 0s 68us/step - loss: 80019.2539 - mean_absolute_error: 241.1506 - val_loss: 136116.7263 - val_mean_absolute_error: 347.2808
Epoch 253/500
148/148 [==============================] - 0s 74us/step - loss: 79977.9405 - mean_absolute_error: 241.0762 - val_loss: 136044.8500 - val_mean_absolute_error: 347.1816
Epoch 254/500
148/148 [==============================] - 0s 68us/step - loss: 79929.8238 - mean_absolute_error: 240.9968 - val_loss: 135976.3150 - val_mean_absolute_error: 347.0866
Epoch 255/500
148/148 [==============================] - 0s 68us/step - loss: 79884.1007 - mean_absolute_error: 240.9196 - val_loss: 135912.6706 - val_mean_absolute_error: 346.9989
Epoch 256/500
148/148 [==============================] - 0s 74us/step - loss: 79839.5060 - mean_absolute_error: 240.8364 - val_loss: 135849.8912 - val_mean_absolute_error: 346.9119
Epoch 257/500
148/148 [==============================] - 0s 81us/step - loss: 79795.7219 - mean_absolute_error: 240.7631 - val_loss: 135784.4831 - val_mean_absolute_error: 346.8215
Epoch 258/500
148/148 [==============================] - 0s 68us/step - loss: 79751.3020 - mean_absolute_error: 240.6861 - val_loss: 135720.3875 - val_mean_absolute_error: 346.7325
Epoch 259/500
148/148 [==============================] - 0s 74us/step - loss: 79706.6444 - mean_absolute_error: 240.6068 - val_loss: 135652.1644 - val_mean_absolute_error: 346.6385
Epoch 260/500
148/148 [==============================] - 0s 74us/step - loss: 79660.0642 - mean_absolute_error: 240.5236 - val_loss: 135583.3856 - val_mean_absolute_error: 346.5434
Epoch 261/500
148/148 [==============================] - 0s 68us/step - loss: 79613.6932 - mean_absolute_error: 240.4466 - val_loss: 135530.6356 - val_mean_absolute_error: 346.4701
Epoch 262/500
148/148 [==============================] - 0s 74us/step - loss: 79576.1749 - mean_absolute_error: 240.3779 - val_loss: 135459.0587 - val_mean_absolute_error: 346.3722
Epoch 263/500
148/148 [==============================] - 0s 74us/step - loss: 79526.7486 - mean_absolute_error: 240.2926 - val_loss: 135396.6781 - val_mean_absolute_error: 346.2853
Epoch 264/500
148/148 [==============================] - 0s 74us/step - loss: 79482.4749 - mean_absolute_error: 240.2138 - val_loss: 135328.0625 - val_mean_absolute_error: 346.1907
Epoch 265/500
148/148 [==============================] - 0s 68us/step - loss: 79436.5623 - mean_absolute_error: 240.1343 - val_loss: 135261.5894 - val_mean_absolute_error: 346.0984
Epoch 266/500
148/148 [==============================] - 0s 88us/step - loss: 79392.3168 - mean_absolute_error: 240.0571 - val_loss: 135197.0763 - val_mean_absolute_error: 346.0086
Epoch 267/500
148/148 [==============================] - 0s 74us/step - loss: 79349.2154 - mean_absolute_error: 239.9830 - val_loss: 135136.3169 - val_mean_absolute_error: 345.9235
Epoch 268/500
148/148 [==============================] - 0s 74us/step - loss: 79306.3302 - mean_absolute_error: 239.9063 - val_loss: 135069.5431 - val_mean_absolute_error: 345.8304
Epoch 269/500
148/148 [==============================] - 0s 81us/step - loss: 79261.5771 - mean_absolute_error: 239.8286 - val_loss: 135007.1613 - val_mean_absolute_error: 345.7451
Epoch 270/500
148/148 [==============================] - 0s 74us/step - loss: 79218.4202 - mean_absolute_error: 239.7537 - val_loss: 134942.9794 - val_mean_absolute_error: 345.6565
Epoch 271/500
148/148 [==============================] - 0s 88us/step - loss: 79174.5247 - mean_absolute_error: 239.6760 - val_loss: 134878.5963 - val_mean_absolute_error: 345.5674
Epoch 272/500
148/148 [==============================] - 0s 88us/step - loss: 79128.6446 - mean_absolute_error: 239.5906 - val_loss: 134808.0650 - val_mean_absolute_error: 345.4710
Epoch 273/500
148/148 [==============================] - 0s 95us/step - loss: 79079.7914 - mean_absolute_error: 239.5028 - val_loss: 134751.3981 - val_mean_absolute_error: 345.3925
Epoch 274/500
148/148 [==============================] - 0s 74us/step - loss: 79039.7460 - mean_absolute_error: 239.4294 - val_loss: 134682.3525 - val_mean_absolute_error: 345.2971
Epoch 275/500
148/148 [==============================] - 0s 74us/step - loss: 78991.5157 - mean_absolute_error: 239.3411 - val_loss: 134617.5756 - val_mean_absolute_error: 345.2077
Epoch 276/500
148/148 [==============================] - 0s 88us/step - loss: 78947.9800 - mean_absolute_error: 239.2660 - val_loss: 134547.8875 - val_mean_absolute_error: 345.1118
Epoch 277/500
148/148 [==============================] - 0s 74us/step - loss: 78902.7365 - mean_absolute_error: 239.1878 - val_loss: 134485.1269 - val_mean_absolute_error: 345.0259
Epoch 278/500
148/148 [==============================] - 0s 74us/step - loss: 78859.3407 - mean_absolute_error: 239.1084 - val_loss: 134419.3506 - val_mean_absolute_error: 344.9351
Epoch 279/500
148/148 [==============================] - 0s 74us/step - loss: 78814.7158 - mean_absolute_error: 239.0309 - val_loss: 134354.2400 - val_mean_absolute_error: 344.8447
Epoch 280/500
148/148 [==============================] - 0s 81us/step - loss: 78769.0709 - mean_absolute_error: 238.9508 - val_loss: 134288.2394 - val_mean_absolute_error: 344.7535
Epoch 281/500
148/148 [==============================] - 0s 61us/step - loss: 78724.0190 - mean_absolute_error: 238.8693 - val_loss: 134222.6400 - val_mean_absolute_error: 344.6622
Epoch 282/500
148/148 [==============================] - 0s 68us/step - loss: 78679.0201 - mean_absolute_error: 238.7840 - val_loss: 134156.8931 - val_mean_absolute_error: 344.5716
Epoch 283/500
148/148 [==============================] - 0s 81us/step - loss: 78634.2213 - mean_absolute_error: 238.7046 - val_loss: 134093.3488 - val_mean_absolute_error: 344.4837
Epoch 284/500
148/148 [==============================] - 0s 74us/step - loss: 78590.5950 - mean_absolute_error: 238.6249 - val_loss: 134031.6575 - val_mean_absolute_error: 344.3976
Epoch 285/500
148/148 [==============================] - 0s 68us/step - loss: 78545.3668 - mean_absolute_error: 238.5394 - val_loss: 133962.2037 - val_mean_absolute_error: 344.3018
Epoch 286/500
148/148 [==============================] - 0s 81us/step - loss: 78499.5985 - mean_absolute_error: 238.4613 - val_loss: 133896.2650 - val_mean_absolute_error: 344.2114
Epoch 287/500
148/148 [==============================] - 0s 68us/step - loss: 78454.9350 - mean_absolute_error: 238.3792 - val_loss: 133835.0331 - val_mean_absolute_error: 344.1261
Epoch 288/500
148/148 [==============================] - 0s 61us/step - loss: 78412.2071 - mean_absolute_error: 238.3016 - val_loss: 133767.6981 - val_mean_absolute_error: 344.0325
Epoch 289/500
148/148 [==============================] - 0s 74us/step - loss: 78365.1016 - mean_absolute_error: 238.2086 - val_loss: 133704.3806 - val_mean_absolute_error: 343.9446
Epoch 290/500
148/148 [==============================] - 0s 74us/step - loss: 78321.4371 - mean_absolute_error: 238.1297 - val_loss: 133635.6144 - val_mean_absolute_error: 343.8498
Epoch 291/500
148/148 [==============================] - 0s 61us/step - loss: 78275.0034 - mean_absolute_error: 238.0480 - val_loss: 133572.5388 - val_mean_absolute_error: 343.7620
Epoch 292/500
148/148 [==============================] - 0s 81us/step - loss: 78231.5700 - mean_absolute_error: 237.9682 - val_loss: 133511.4738 - val_mean_absolute_error: 343.6777
Epoch 293/500
148/148 [==============================] - 0s 68us/step - loss: 78189.2183 - mean_absolute_error: 237.8890 - val_loss: 133444.0950 - val_mean_absolute_error: 343.5823
Epoch 294/500
148/148 [==============================] - 0s 68us/step - loss: 78140.4652 - mean_absolute_error: 237.7957 - val_loss: 133378.2062 - val_mean_absolute_error: 343.4906
Epoch 295/500
148/148 [==============================] - 0s 74us/step - loss: 78093.8820 - mean_absolute_error: 237.7038 - val_loss: 133314.9606 - val_mean_absolute_error: 343.4030
Epoch 296/500
148/148 [==============================] - 0s 74us/step - loss: 78050.7920 - mean_absolute_error: 237.6278 - val_loss: 133252.9994 - val_mean_absolute_error: 343.3166
Epoch 297/500
148/148 [==============================] - 0s 74us/step - loss: 78007.2787 - mean_absolute_error: 237.5486 - val_loss: 133187.5938 - val_mean_absolute_error: 343.2266
Epoch 298/500
148/148 [==============================] - 0s 68us/step - loss: 77962.0389 - mean_absolute_error: 237.4654 - val_loss: 133129.8719 - val_mean_absolute_error: 343.1458
Epoch 299/500
148/148 [==============================] - 0s 81us/step - loss: 77919.5959 - mean_absolute_error: 237.3777 - val_loss: 133068.6744 - val_mean_absolute_error: 343.0591
Epoch 300/500
148/148 [==============================] - 0s 68us/step - loss: 77875.9295 - mean_absolute_error: 237.2933 - val_loss: 133002.5300 - val_mean_absolute_error: 342.9671
Epoch 301/500
148/148 [==============================] - 0s 101us/step - loss: 77831.2126 - mean_absolute_error: 237.2137 - val_loss: 132939.8106 - val_mean_absolute_error: 342.8790
Epoch 302/500
148/148 [==============================] - 0s 81us/step - loss: 77785.9531 - mean_absolute_error: 237.1205 - val_loss: 132875.5050 - val_mean_absolute_error: 342.7900
Epoch 303/500
148/148 [==============================] - 0s 81us/step - loss: 77742.6457 - mean_absolute_error: 237.0406 - val_loss: 132812.2238 - val_mean_absolute_error: 342.7021
Epoch 304/500
148/148 [==============================] - 0s 95us/step - loss: 77699.6873 - mean_absolute_error: 236.9640 - val_loss: 132747.3969 - val_mean_absolute_error: 342.6114
Epoch 305/500
148/148 [==============================] - 0s 68us/step - loss: 77654.8915 - mean_absolute_error: 236.8812 - val_loss: 132682.5187 - val_mean_absolute_error: 342.5200
Epoch 306/500
148/148 [==============================] - 0s 68us/step - loss: 77608.4846 - mean_absolute_error: 236.7841 - val_loss: 132620.7069 - val_mean_absolute_error: 342.4340
Epoch 307/500
148/148 [==============================] - 0s 88us/step - loss: 77565.6643 - mean_absolute_error: 236.7055 - val_loss: 132551.5481 - val_mean_absolute_error: 342.3380
Epoch 308/500
148/148 [==============================] - 0s 88us/step - loss: 77520.0367 - mean_absolute_error: 236.6225 - val_loss: 132486.6237 - val_mean_absolute_error: 342.2471
Epoch 309/500
148/148 [==============================] - 0s 95us/step - loss: 77475.1100 - mean_absolute_error: 236.5345 - val_loss: 132425.8337 - val_mean_absolute_error: 342.1618
Epoch 310/500
148/148 [==============================] - 0s 101us/step - loss: 77431.7665 - mean_absolute_error: 236.4495 - val_loss: 132362.9912 - val_mean_absolute_error: 342.0735
Epoch 311/500
148/148 [==============================] - 0s 101us/step - loss: 77387.3136 - mean_absolute_error: 236.3624 - val_loss: 132303.5381 - val_mean_absolute_error: 341.9897
Epoch 312/500
148/148 [==============================] - 0s 101us/step - loss: 77343.3963 - mean_absolute_error: 236.2695 - val_loss: 132232.2400 - val_mean_absolute_error: 341.8905
Epoch 313/500
148/148 [==============================] - 0s 95us/step - loss: 77294.9495 - mean_absolute_error: 236.1767 - val_loss: 132176.8231 - val_mean_absolute_error: 341.8127
Epoch 314/500
148/148 [==============================] - 0s 101us/step - loss: 77252.7223 - mean_absolute_error: 236.0876 - val_loss: 132118.5287 - val_mean_absolute_error: 341.7299
Epoch 315/500
148/148 [==============================] - 0s 128us/step - loss: 77211.5200 - mean_absolute_error: 236.0008 - val_loss: 132055.5356 - val_mean_absolute_error: 341.6422
Epoch 316/500
148/148 [==============================] - 0s 108us/step - loss: 77167.4690 - mean_absolute_error: 235.9180 - val_loss: 131992.5694 - val_mean_absolute_error: 341.5539
Epoch 317/500
148/148 [==============================] - 0s 149us/step - loss: 77123.3941 - mean_absolute_error: 235.8294 - val_loss: 131923.9094 - val_mean_absolute_error: 341.4578
Epoch 318/500
148/148 [==============================] - 0s 115us/step - loss: 77073.5657 - mean_absolute_error: 235.7309 - val_loss: 131860.2412 - val_mean_absolute_error: 341.3688
Epoch 319/500
148/148 [==============================] - 0s 108us/step - loss: 77029.0532 - mean_absolute_error: 235.6462 - val_loss: 131796.8987 - val_mean_absolute_error: 341.2802
Epoch 320/500
148/148 [==============================] - 0s 101us/step - loss: 76985.0866 - mean_absolute_error: 235.5533 - val_loss: 131736.7450 - val_mean_absolute_error: 341.1960
Epoch 321/500
148/148 [==============================] - 0s 101us/step - loss: 76942.3685 - mean_absolute_error: 235.4658 - val_loss: 131681.2469 - val_mean_absolute_error: 341.1159
Epoch 322/500
148/148 [==============================] - 0s 108us/step - loss: 76899.5990 - mean_absolute_error: 235.3765 - val_loss: 131612.4944 - val_mean_absolute_error: 341.0193
Epoch 323/500
148/148 [==============================] - 0s 122us/step - loss: 76852.5129 - mean_absolute_error: 235.2833 - val_loss: 131550.6369 - val_mean_absolute_error: 340.9331
Epoch 324/500
148/148 [==============================] - 0s 108us/step - loss: 76808.8030 - mean_absolute_error: 235.1941 - val_loss: 131487.7625 - val_mean_absolute_error: 340.8450
Epoch 325/500
148/148 [==============================] - 0s 115us/step - loss: 76763.9721 - mean_absolute_error: 235.0986 - val_loss: 131430.9375 - val_mean_absolute_error: 340.7651
Epoch 326/500
148/148 [==============================] - 0s 88us/step - loss: 76722.0965 - mean_absolute_error: 235.0042 - val_loss: 131360.8119 - val_mean_absolute_error: 340.6674
Epoch 327/500
148/148 [==============================] - 0s 108us/step - loss: 76673.6090 - mean_absolute_error: 234.9172 - val_loss: 131295.2662 - val_mean_absolute_error: 340.5753
Epoch 328/500
148/148 [==============================] - 0s 128us/step - loss: 76628.2889 - mean_absolute_error: 234.8243 - val_loss: 131230.6681 - val_mean_absolute_error: 340.4847
Epoch 329/500
148/148 [==============================] - 0s 149us/step - loss: 76582.1444 - mean_absolute_error: 234.7270 - val_loss: 131168.0694 - val_mean_absolute_error: 340.3962
Epoch 330/500
148/148 [==============================] - 0s 108us/step - loss: 76535.3418 - mean_absolute_error: 234.6215 - val_loss: 131116.8306 - val_mean_absolute_error: 340.3229
Epoch 331/500
148/148 [==============================] - 0s 101us/step - loss: 76498.0380 - mean_absolute_error: 234.5462 - val_loss: 131052.2756 - val_mean_absolute_error: 340.2318
Epoch 332/500
148/148 [==============================] - 0s 115us/step - loss: 76452.8626 - mean_absolute_error: 234.4519 - val_loss: 130987.7388 - val_mean_absolute_error: 340.1409
Epoch 333/500
148/148 [==============================] - 0s 101us/step - loss: 76406.9807 - mean_absolute_error: 234.3599 - val_loss: 130927.8006 - val_mean_absolute_error: 340.0556
Epoch 334/500
148/148 [==============================] - 0s 115us/step - loss: 76363.1899 - mean_absolute_error: 234.2619 - val_loss: 130866.5919 - val_mean_absolute_error: 339.9675
Epoch 335/500
148/148 [==============================] - 0s 101us/step - loss: 76319.9509 - mean_absolute_error: 234.1724 - val_loss: 130804.2250 - val_mean_absolute_error: 339.8793
Epoch 336/500
148/148 [==============================] - 0s 101us/step - loss: 76274.8893 - mean_absolute_error: 234.0760 - val_loss: 130745.7919 - val_mean_absolute_error: 339.7949
Epoch 337/500
148/148 [==============================] - 0s 108us/step - loss: 76230.2500 - mean_absolute_error: 233.9641 - val_loss: 130677.0044 - val_mean_absolute_error: 339.6977
Epoch 338/500
148/148 [==============================] - 0s 88us/step - loss: 76181.7708 - mean_absolute_error: 233.8636 - val_loss: 130610.8594 - val_mean_absolute_error: 339.6035
Epoch 339/500
148/148 [==============================] - 0s 81us/step - loss: 76136.5021 - mean_absolute_error: 233.7718 - val_loss: 130549.6881 - val_mean_absolute_error: 339.5176
Epoch 340/500
148/148 [==============================] - 0s 74us/step - loss: 76093.1921 - mean_absolute_error: 233.6878 - val_loss: 130487.1756 - val_mean_absolute_error: 339.4290
Epoch 341/500
148/148 [==============================] - 0s 81us/step - loss: 76048.6502 - mean_absolute_error: 233.5944 - val_loss: 130426.3075 - val_mean_absolute_error: 339.3432
Epoch 342/500
148/148 [==============================] - 0s 74us/step - loss: 76004.0676 - mean_absolute_error: 233.5007 - val_loss: 130362.2306 - val_mean_absolute_error: 339.2507
Epoch 343/500
148/148 [==============================] - 0s 74us/step - loss: 75956.3853 - mean_absolute_error: 233.3859 - val_loss: 130304.9637 - val_mean_absolute_error: 339.1699
Epoch 344/500
148/148 [==============================] - 0s 74us/step - loss: 75914.3294 - mean_absolute_error: 233.2997 - val_loss: 130236.2144 - val_mean_absolute_error: 339.0736
Epoch 345/500
148/148 [==============================] - 0s 74us/step - loss: 75867.2002 - mean_absolute_error: 233.2062 - val_loss: 130168.5181 - val_mean_absolute_error: 338.9778
Epoch 346/500
148/148 [==============================] - 0s 74us/step - loss: 75820.3796 - mean_absolute_error: 233.1155 - val_loss: 130107.5631 - val_mean_absolute_error: 338.8901
Epoch 347/500
148/148 [==============================] - 0s 95us/step - loss: 75774.5779 - mean_absolute_error: 233.0011 - val_loss: 130050.4450 - val_mean_absolute_error: 338.8087
Epoch 348/500
148/148 [==============================] - 0s 95us/step - loss: 75733.3396 - mean_absolute_error: 232.9225 - val_loss: 129987.5656 - val_mean_absolute_error: 338.7175
Epoch 349/500
148/148 [==============================] - 0s 81us/step - loss: 75685.3796 - mean_absolute_error: 232.8074 - val_loss: 129919.3094 - val_mean_absolute_error: 338.6211
Epoch 350/500
148/148 [==============================] - 0s 81us/step - loss: 75639.4882 - mean_absolute_error: 232.7139 - val_loss: 129854.9725 - val_mean_absolute_error: 338.5305
Epoch 351/500
148/148 [==============================] - 0s 88us/step - loss: 75595.2748 - mean_absolute_error: 232.6306 - val_loss: 129793.4525 - val_mean_absolute_error: 338.4428
Epoch 352/500
148/148 [==============================] - 0s 101us/step - loss: 75551.0251 - mean_absolute_error: 232.5345 - val_loss: 129729.4012 - val_mean_absolute_error: 338.3506
Epoch 353/500
148/148 [==============================] - 0s 88us/step - loss: 75503.4500 - mean_absolute_error: 232.4215 - val_loss: 129670.8138 - val_mean_absolute_error: 338.2680
Epoch 354/500
148/148 [==============================] - 0s 88us/step - loss: 75460.3104 - mean_absolute_error: 232.3304 - val_loss: 129603.3769 - val_mean_absolute_error: 338.1726
Epoch 355/500
148/148 [==============================] - 0s 81us/step - loss: 75414.8365 - mean_absolute_error: 232.2417 - val_loss: 129546.7906 - val_mean_absolute_error: 338.0912
Epoch 356/500
148/148 [==============================] - 0s 74us/step - loss: 75373.3675 - mean_absolute_error: 232.1553 - val_loss: 129482.0594 - val_mean_absolute_error: 337.9992
Epoch 357/500
148/148 [==============================] - 0s 81us/step - loss: 75327.2929 - mean_absolute_error: 232.0575 - val_loss: 129417.8438 - val_mean_absolute_error: 337.9085
Epoch 358/500
148/148 [==============================] - 0s 74us/step - loss: 75281.5822 - mean_absolute_error: 231.9638 - val_loss: 129356.6506 - val_mean_absolute_error: 337.8210
Epoch 359/500
148/148 [==============================] - 0s 74us/step - loss: 75238.4279 - mean_absolute_error: 231.8785 - val_loss: 129295.3344 - val_mean_absolute_error: 337.7332
Epoch 360/500
148/148 [==============================] - 0s 68us/step - loss: 75191.7925 - mean_absolute_error: 231.7758 - val_loss: 129236.4981 - val_mean_absolute_error: 337.6491
Epoch 361/500
148/148 [==============================] - 0s 108us/step - loss: 75148.4797 - mean_absolute_error: 231.6864 - val_loss: 129164.3362 - val_mean_absolute_error: 337.5470
Epoch 362/500
148/148 [==============================] - 0s 149us/step - loss: 75099.7217 - mean_absolute_error: 231.5906 - val_loss: 129102.5737 - val_mean_absolute_error: 337.4586
Epoch 363/500
148/148 [==============================] - 0s 108us/step - loss: 75055.1740 - mean_absolute_error: 231.4973 - val_loss: 129040.9081 - val_mean_absolute_error: 337.3694
Epoch 364/500
148/148 [==============================] - 0s 122us/step - loss: 75011.4065 - mean_absolute_error: 231.4145 - val_loss: 128982.9756 - val_mean_absolute_error: 337.2855
Epoch 365/500
148/148 [==============================] - 0s 162us/step - loss: 74966.1695 - mean_absolute_error: 231.3149 - val_loss: 128925.9669 - val_mean_absolute_error: 337.2046
Epoch 366/500
148/148 [==============================] - 0s 169us/step - loss: 74926.3656 - mean_absolute_error: 231.2393 - val_loss: 128859.8056 - val_mean_absolute_error: 337.1105
Epoch 367/500
148/148 [==============================] - ETA: 0s - loss: 76415.1562 - mean_absolute_error: 236.434 - 0s 135us/step - loss: 74881.0949 - mean_absolute_error: 231.1543 - val_loss: 128797.9375 - val_mean_absolute_error: 337.0204
Epoch 368/500
148/148 [==============================] - 0s 142us/step - loss: 74834.4635 - mean_absolute_error: 231.0495 - val_loss: 128734.4569 - val_mean_absolute_error: 336.9304
Epoch 369/500
148/148 [==============================] - 0s 128us/step - loss: 74790.2972 - mean_absolute_error: 230.9650 - val_loss: 128671.4662 - val_mean_absolute_error: 336.8388
Epoch 370/500
148/148 [==============================] - 0s 115us/step - loss: 74742.7392 - mean_absolute_error: 230.8627 - val_loss: 128615.4106 - val_mean_absolute_error: 336.7588
Epoch 371/500
148/148 [==============================] - 0s 115us/step - loss: 74701.6107 - mean_absolute_error: 230.7801 - val_loss: 128552.4406 - val_mean_absolute_error: 336.6693
Epoch 372/500
148/148 [==============================] - 0s 128us/step - loss: 74657.3383 - mean_absolute_error: 230.6928 - val_loss: 128486.9400 - val_mean_absolute_error: 336.5755
Epoch 373/500
148/148 [==============================] - 0s 128us/step - loss: 74611.0397 - mean_absolute_error: 230.6023 - val_loss: 128422.2981 - val_mean_absolute_error: 336.4834
Epoch 374/500
148/148 [==============================] - 0s 108us/step - loss: 74566.5326 - mean_absolute_error: 230.5164 - val_loss: 128367.7094 - val_mean_absolute_error: 336.4047
Epoch 375/500
148/148 [==============================] - 0s 128us/step - loss: 74525.6820 - mean_absolute_error: 230.4311 - val_loss: 128307.5731 - val_mean_absolute_error: 336.3172
Epoch 376/500
148/148 [==============================] - 0s 115us/step - loss: 74478.9979 - mean_absolute_error: 230.3206 - val_loss: 128243.6337 - val_mean_absolute_error: 336.2257
Epoch 377/500
148/148 [==============================] - 0s 1ms/step - loss: 74431.7580 - mean_absolute_error: 230.2184 - val_loss: 128180.5006 - val_mean_absolute_error: 336.1352
Epoch 378/500
148/148 [==============================] - 0s 284us/step - loss: 74387.5306 - mean_absolute_error: 230.1340 - val_loss: 128114.3450 - val_mean_absolute_error: 336.0405
Epoch 379/500
148/148 [==============================] - 0s 324us/step - loss: 74340.9229 - mean_absolute_error: 230.0409 - val_loss: 128050.9312 - val_mean_absolute_error: 335.9499
Epoch 380/500
148/148 [==============================] - 0s 162us/step - loss: 74296.4595 - mean_absolute_error: 229.9502 - val_loss: 127981.1275 - val_mean_absolute_error: 335.8498
Epoch 381/500
148/148 [==============================] - 0s 459us/step - loss: 74248.3731 - mean_absolute_error: 229.8564 - val_loss: 127927.9631 - val_mean_absolute_error: 335.7716
Epoch 382/500
148/148 [==============================] - 0s 446us/step - loss: 74206.4230 - mean_absolute_error: 229.7497 - val_loss: 127868.8919 - val_mean_absolute_error: 335.6868
Epoch 383/500
148/148 [==============================] - 0s 729us/step - loss: 74163.8115 - mean_absolute_error: 229.6619 - val_loss: 127802.3450 - val_mean_absolute_error: 335.5917
Epoch 384/500
148/148 [==============================] - 0s 176us/step - loss: 74117.4193 - mean_absolute_error: 229.5763 - val_loss: 127741.9800 - val_mean_absolute_error: 335.5044
Epoch 385/500
148/148 [==============================] - 0s 149us/step - loss: 74074.0762 - mean_absolute_error: 229.4895 - val_loss: 127681.7744 - val_mean_absolute_error: 335.4184
Epoch 386/500
148/148 [==============================] - 0s 493us/step - loss: 74030.4171 - mean_absolute_error: 229.4001 - val_loss: 127612.2400 - val_mean_absolute_error: 335.3181
Epoch 387/500
148/148 [==============================] - 0s 263us/step - loss: 73982.9846 - mean_absolute_error: 229.3052 - val_loss: 127546.5462 - val_mean_absolute_error: 335.2237
Epoch 388/500
148/148 [==============================] - 0s 196us/step - loss: 73937.3886 - mean_absolute_error: 229.2195 - val_loss: 127485.9406 - val_mean_absolute_error: 335.1363
Epoch 389/500
148/148 [==============================] - 0s 176us/step - loss: 73895.8364 - mean_absolute_error: 229.1408 - val_loss: 127425.1644 - val_mean_absolute_error: 335.0489
Epoch 390/500
148/148 [==============================] - 0s 250us/step - loss: 73851.1755 - mean_absolute_error: 229.0561 - val_loss: 127355.8106 - val_mean_absolute_error: 334.9498
Epoch 391/500
148/148 [==============================] - 0s 230us/step - loss: 73804.1961 - mean_absolute_error: 228.9650 - val_loss: 127302.8969 - val_mean_absolute_error: 334.8730
Epoch 392/500
148/148 [==============================] - 0s 203us/step - loss: 73762.1937 - mean_absolute_error: 228.8829 - val_loss: 127241.3656 - val_mean_absolute_error: 334.7845
Epoch 393/500
148/148 [==============================] - 0s 169us/step - loss: 73718.9107 - mean_absolute_error: 228.7979 - val_loss: 127183.5781 - val_mean_absolute_error: 334.7013
Epoch 394/500
148/148 [==============================] - 0s 270us/step - loss: 73677.1720 - mean_absolute_error: 228.7224 - val_loss: 127124.4494 - val_mean_absolute_error: 334.6153
Epoch 395/500
148/148 [==============================] - 0s 297us/step - loss: 73633.4499 - mean_absolute_error: 228.6353 - val_loss: 127059.3288 - val_mean_absolute_error: 334.5206
Epoch 396/500
148/148 [==============================] - 0s 209us/step - loss: 73587.8344 - mean_absolute_error: 228.5525 - val_loss: 127001.7069 - val_mean_absolute_error: 334.4347
Epoch 397/500
148/148 [==============================] - 0s 155us/step - loss: 73542.7326 - mean_absolute_error: 228.4621 - val_loss: 126942.1619 - val_mean_absolute_error: 334.3472
Epoch 398/500
148/148 [==============================] - 0s 189us/step - loss: 73499.9190 - mean_absolute_error: 228.3862 - val_loss: 126871.2606 - val_mean_absolute_error: 334.2458
Epoch 399/500
148/148 [==============================] - 0s 155us/step - loss: 73452.6246 - mean_absolute_error: 228.3069 - val_loss: 126810.5581 - val_mean_absolute_error: 334.1584
Epoch 400/500
148/148 [==============================] - 0s 142us/step - loss: 73409.0310 - mean_absolute_error: 228.2353 - val_loss: 126752.1187 - val_mean_absolute_error: 334.0741
Epoch 401/500
148/148 [==============================] - 0s 162us/step - loss: 73367.2455 - mean_absolute_error: 228.1655 - val_loss: 126687.4631 - val_mean_absolute_error: 333.9807
Epoch 402/500
148/148 [==============================] - 0s 149us/step - loss: 73321.6520 - mean_absolute_error: 228.0873 - val_loss: 126622.5981 - val_mean_absolute_error: 333.8873
Epoch 403/500
148/148 [==============================] - 0s 135us/step - loss: 73276.2243 - mean_absolute_error: 228.0103 - val_loss: 126565.0112 - val_mean_absolute_error: 333.8040
Epoch 404/500
148/148 [==============================] - 0s 115us/step - loss: 73231.5002 - mean_absolute_error: 227.9394 - val_loss: 126500.3763 - val_mean_absolute_error: 333.7118
Epoch 405/500
148/148 [==============================] - 0s 122us/step - loss: 73186.4907 - mean_absolute_error: 227.8656 - val_loss: 126431.8438 - val_mean_absolute_error: 333.6151
Epoch 406/500
148/148 [==============================] - 0s 128us/step - loss: 73139.6401 - mean_absolute_error: 227.7907 - val_loss: 126369.3638 - val_mean_absolute_error: 333.5242
Epoch 407/500
148/148 [==============================] - 0s 128us/step - loss: 73095.8418 - mean_absolute_error: 227.7153 - val_loss: 126310.6200 - val_mean_absolute_error: 333.4389
Epoch 408/500
148/148 [==============================] - 0s 122us/step - loss: 73050.9165 - mean_absolute_error: 227.6413 - val_loss: 126248.5856 - val_mean_absolute_error: 333.3491
Epoch 409/500
148/148 [==============================] - 0s 142us/step - loss: 73007.7057 - mean_absolute_error: 227.5690 - val_loss: 126187.6519 - val_mean_absolute_error: 333.2611
Epoch 410/500
148/148 [==============================] - 0s 122us/step - loss: 72965.3216 - mean_absolute_error: 227.5021 - val_loss: 126129.9162 - val_mean_absolute_error: 333.1774
Epoch 411/500
148/148 [==============================] - 0s 95us/step - loss: 72923.5992 - mean_absolute_error: 227.4315 - val_loss: 126065.0375 - val_mean_absolute_error: 333.0833
Epoch 412/500
148/148 [==============================] - 0s 115us/step - loss: 72877.2356 - mean_absolute_error: 227.3534 - val_loss: 126004.2175 - val_mean_absolute_error: 332.9964
Epoch 413/500
148/148 [==============================] - 0s 108us/step - loss: 72833.6560 - mean_absolute_error: 227.2823 - val_loss: 125938.5331 - val_mean_absolute_error: 332.9010
Epoch 414/500
148/148 [==============================] - 0s 115us/step - loss: 72787.1148 - mean_absolute_error: 227.2077 - val_loss: 125878.6719 - val_mean_absolute_error: 332.8132
Epoch 415/500
148/148 [==============================] - 0s 128us/step - loss: 72741.4808 - mean_absolute_error: 227.1295 - val_loss: 125819.3581 - val_mean_absolute_error: 332.7266
Epoch 416/500
148/148 [==============================] - 0s 135us/step - loss: 72698.2836 - mean_absolute_error: 227.0627 - val_loss: 125758.2137 - val_mean_absolute_error: 332.6368
Epoch 417/500
148/148 [==============================] - 0s 128us/step - loss: 72651.0909 - mean_absolute_error: 226.9865 - val_loss: 125695.4088 - val_mean_absolute_error: 332.5441
Epoch 418/500
148/148 [==============================] - 0s 108us/step - loss: 72603.3866 - mean_absolute_error: 226.9150 - val_loss: 125635.3788 - val_mean_absolute_error: 332.4570
Epoch 419/500
148/148 [==============================] - 0s 101us/step - loss: 72562.7163 - mean_absolute_error: 226.8449 - val_loss: 125575.8369 - val_mean_absolute_error: 332.3710
Epoch 420/500
148/148 [==============================] - 0s 101us/step - loss: 72520.4188 - mean_absolute_error: 226.7746 - val_loss: 125508.2962 - val_mean_absolute_error: 332.2735
Epoch 421/500
148/148 [==============================] - 0s 101us/step - loss: 72475.7211 - mean_absolute_error: 226.6940 - val_loss: 125449.4275 - val_mean_absolute_error: 332.1868
Epoch 422/500
148/148 [==============================] - 0s 108us/step - loss: 72430.7371 - mean_absolute_error: 226.6284 - val_loss: 125385.4056 - val_mean_absolute_error: 332.0958
Epoch 423/500
148/148 [==============================] - 0s 101us/step - loss: 72386.7798 - mean_absolute_error: 226.5517 - val_loss: 125320.4175 - val_mean_absolute_error: 332.0016
Epoch 424/500
148/148 [==============================] - 0s 108us/step - loss: 72339.6087 - mean_absolute_error: 226.4885 - val_loss: 125257.3319 - val_mean_absolute_error: 331.9093
Epoch 425/500
148/148 [==============================] - 0s 108us/step - loss: 72295.4429 - mean_absolute_error: 226.4138 - val_loss: 125197.7950 - val_mean_absolute_error: 331.8230
Epoch 426/500
148/148 [==============================] - 0s 115us/step - loss: 72253.2607 - mean_absolute_error: 226.3459 - val_loss: 125139.9900 - val_mean_absolute_error: 331.7383
Epoch 427/500
148/148 [==============================] - 0s 128us/step - loss: 72209.4700 - mean_absolute_error: 226.2825 - val_loss: 125073.6750 - val_mean_absolute_error: 331.6417
Epoch 428/500
148/148 [==============================] - 0s 115us/step - loss: 72163.4764 - mean_absolute_error: 226.2145 - val_loss: 125015.6531 - val_mean_absolute_error: 331.5578
Epoch 429/500
148/148 [==============================] - 0s 108us/step - loss: 72122.9284 - mean_absolute_error: 226.1498 - val_loss: 124950.3694 - val_mean_absolute_error: 331.4643
Epoch 430/500
148/148 [==============================] - 0s 142us/step - loss: 72078.2784 - mean_absolute_error: 226.0786 - val_loss: 124887.3150 - val_mean_absolute_error: 331.3717
Epoch 431/500
148/148 [==============================] - 0s 135us/step - loss: 72034.1944 - mean_absolute_error: 225.9981 - val_loss: 124820.2213 - val_mean_absolute_error: 331.2750
Epoch 432/500
148/148 [==============================] - 0s 115us/step - loss: 71987.4902 - mean_absolute_error: 225.9389 - val_loss: 124772.4238 - val_mean_absolute_error: 331.2038
Epoch 433/500
148/148 [==============================] - 0s 88us/step - loss: 71950.6225 - mean_absolute_error: 225.8808 - val_loss: 124708.2413 - val_mean_absolute_error: 331.1090
Epoch 434/500
148/148 [==============================] - 0s 88us/step - loss: 71905.7449 - mean_absolute_error: 225.8065 - val_loss: 124642.6106 - val_mean_absolute_error: 331.0128
Epoch 435/500
148/148 [==============================] - 0s 101us/step - loss: 71858.2145 - mean_absolute_error: 225.7304 - val_loss: 124583.2119 - val_mean_absolute_error: 330.9259
Epoch 436/500
148/148 [==============================] - 0s 108us/step - loss: 71816.8443 - mean_absolute_error: 225.6657 - val_loss: 124520.8956 - val_mean_absolute_error: 330.8351
Epoch 437/500
148/148 [==============================] - 0s 101us/step - loss: 71773.8681 - mean_absolute_error: 225.5910 - val_loss: 124462.5356 - val_mean_absolute_error: 330.7483
Epoch 438/500
148/148 [==============================] - 0s 95us/step - loss: 71730.1658 - mean_absolute_error: 225.5237 - val_loss: 124401.5650 - val_mean_absolute_error: 330.6583
Epoch 439/500
148/148 [==============================] - 0s 108us/step - loss: 71684.4812 - mean_absolute_error: 225.4699 - val_loss: 124347.0925 - val_mean_absolute_error: 330.5792
Epoch 440/500
148/148 [==============================] - 0s 88us/step - loss: 71646.6880 - mean_absolute_error: 225.4000 - val_loss: 124280.1900 - val_mean_absolute_error: 330.4821
Epoch 441/500
148/148 [==============================] - 0s 101us/step - loss: 71600.9704 - mean_absolute_error: 225.3295 - val_loss: 124217.3731 - val_mean_absolute_error: 330.3902
Epoch 442/500
148/148 [==============================] - 0s 95us/step - loss: 71557.6977 - mean_absolute_error: 225.2610 - val_loss: 124150.3025 - val_mean_absolute_error: 330.2924
Epoch 443/500
148/148 [==============================] - 0s 122us/step - loss: 71510.5989 - mean_absolute_error: 225.1951 - val_loss: 124092.4888 - val_mean_absolute_error: 330.2092
Epoch 444/500
148/148 [==============================] - 0s 122us/step - loss: 71470.9456 - mean_absolute_error: 225.1375 - val_loss: 124026.9669 - val_mean_absolute_error: 330.1142
Epoch 445/500
148/148 [==============================] - 0s 115us/step - loss: 71426.0093 - mean_absolute_error: 225.0545 - val_loss: 123964.2937 - val_mean_absolute_error: 330.0226
Epoch 446/500
148/148 [==============================] - 0s 91us/step - loss: 71382.1053 - mean_absolute_error: 224.9811 - val_loss: 123906.2406 - val_mean_absolute_error: 329.9378
Epoch 447/500
148/148 [==============================] - 0s 115us/step - loss: 71341.1642 - mean_absolute_error: 224.9207 - val_loss: 123851.1406 - val_mean_absolute_error: 329.8556
Epoch 448/500
148/148 [==============================] - 0s 101us/step - loss: 71298.6737 - mean_absolute_error: 224.8672 - val_loss: 123784.6731 - val_mean_absolute_error: 329.7589
Epoch 449/500
148/148 [==============================] - 0s 101us/step - loss: 71254.1593 - mean_absolute_error: 224.7942 - val_loss: 123733.7525 - val_mean_absolute_error: 329.6823
Epoch 450/500
148/148 [==============================] - 0s 95us/step - loss: 71216.9861 - mean_absolute_error: 224.7310 - val_loss: 123671.2694 - val_mean_absolute_error: 329.5906
Epoch 451/500
148/148 [==============================] - 0s 115us/step - loss: 71171.7663 - mean_absolute_error: 224.6605 - val_loss: 123612.9037 - val_mean_absolute_error: 329.5049
Epoch 452/500
148/148 [==============================] - 0s 101us/step - loss: 71130.7924 - mean_absolute_error: 224.5993 - val_loss: 123546.9669 - val_mean_absolute_error: 329.4086
Epoch 453/500
148/148 [==============================] - 0s 115us/step - loss: 71085.2452 - mean_absolute_error: 224.5193 - val_loss: 123487.0875 - val_mean_absolute_error: 329.3206
Epoch 454/500
148/148 [==============================] - 0s 95us/step - loss: 71040.3201 - mean_absolute_error: 224.4552 - val_loss: 123432.9700 - val_mean_absolute_error: 329.2392
Epoch 455/500
148/148 [==============================] - 0s 108us/step - loss: 71000.5223 - mean_absolute_error: 224.3991 - val_loss: 123371.7737 - val_mean_absolute_error: 329.1495
Epoch 456/500
148/148 [==============================] - 0s 115us/step - loss: 70957.9481 - mean_absolute_error: 224.3273 - val_loss: 123309.9856 - val_mean_absolute_error: 329.0598
Epoch 457/500
148/148 [==============================] - 0s 95us/step - loss: 70916.3142 - mean_absolute_error: 224.2595 - val_loss: 123247.1081 - val_mean_absolute_error: 328.9670
Epoch 458/500
148/148 [==============================] - 0s 95us/step - loss: 70873.7581 - mean_absolute_error: 224.1870 - val_loss: 123183.0912 - val_mean_absolute_error: 328.8732
Epoch 459/500
148/148 [==============================] - 0s 101us/step - loss: 70830.1266 - mean_absolute_error: 224.1032 - val_loss: 123125.9037 - val_mean_absolute_error: 328.7885
Epoch 460/500
148/148 [==============================] - 0s 101us/step - loss: 70789.3894 - mean_absolute_error: 224.0502 - val_loss: 123060.3319 - val_mean_absolute_error: 328.6939
Epoch 461/500
148/148 [==============================] - 0s 108us/step - loss: 70744.6180 - mean_absolute_error: 223.9659 - val_loss: 123001.7900 - val_mean_absolute_error: 328.6071
Epoch 462/500
148/148 [==============================] - 0s 101us/step - loss: 70703.3323 - mean_absolute_error: 223.9053 - val_loss: 122939.0519 - val_mean_absolute_error: 328.5144
Epoch 463/500
148/148 [==============================] - 0s 101us/step - loss: 70660.4609 - mean_absolute_error: 223.8324 - val_loss: 122870.4538 - val_mean_absolute_error: 328.4129
Epoch 464/500
148/148 [==============================] - 0s 81us/step - loss: 70612.1188 - mean_absolute_error: 223.7597 - val_loss: 122807.8338 - val_mean_absolute_error: 328.3205
Epoch 465/500
148/148 [==============================] - 0s 108us/step - loss: 70568.4998 - mean_absolute_error: 223.6873 - val_loss: 122741.2806 - val_mean_absolute_error: 328.2223
Epoch 466/500
148/148 [==============================] - 0s 101us/step - loss: 70523.3076 - mean_absolute_error: 223.6178 - val_loss: 122679.9362 - val_mean_absolute_error: 328.1317
Epoch 467/500
148/148 [==============================] - 0s 95us/step - loss: 70479.5368 - mean_absolute_error: 223.5533 - val_loss: 122617.0844 - val_mean_absolute_error: 328.0394
Epoch 468/500
148/148 [==============================] - 0s 115us/step - loss: 70436.8076 - mean_absolute_error: 223.4763 - val_loss: 122563.8038 - val_mean_absolute_error: 327.9594
Epoch 469/500
148/148 [==============================] - 0s 101us/step - loss: 70396.8693 - mean_absolute_error: 223.4146 - val_loss: 122501.1144 - val_mean_absolute_error: 327.8679
Epoch 470/500
148/148 [==============================] - 0s 88us/step - loss: 70354.6288 - mean_absolute_error: 223.3401 - val_loss: 122440.8837 - val_mean_absolute_error: 327.7792
Epoch 471/500
148/148 [==============================] - 0s 108us/step - loss: 70313.2848 - mean_absolute_error: 223.2714 - val_loss: 122381.3038 - val_mean_absolute_error: 327.6917
Epoch 472/500
148/148 [==============================] - 0s 95us/step - loss: 70271.7928 - mean_absolute_error: 223.1997 - val_loss: 122318.1544 - val_mean_absolute_error: 327.5986
Epoch 473/500
148/148 [==============================] - 0s 101us/step - loss: 70227.2840 - mean_absolute_error: 223.1433 - val_loss: 122261.1613 - val_mean_absolute_error: 327.5142
Epoch 474/500
148/148 [==============================] - 0s 101us/step - loss: 70187.2186 - mean_absolute_error: 223.0659 - val_loss: 122195.8338 - val_mean_absolute_error: 327.4188
Epoch 475/500
148/148 [==============================] - 0s 88us/step - loss: 70142.7741 - mean_absolute_error: 222.9922 - val_loss: 122129.0000 - val_mean_absolute_error: 327.3206
Epoch 476/500
148/148 [==============================] - 0s 88us/step - loss: 70097.9873 - mean_absolute_error: 222.9159 - val_loss: 122072.6931 - val_mean_absolute_error: 327.2356
Epoch 477/500
148/148 [==============================] - 0s 101us/step - loss: 70055.7053 - mean_absolute_error: 222.8564 - val_loss: 122007.8669 - val_mean_absolute_error: 327.1400
Epoch 478/500
148/148 [==============================] - 0s 95us/step - loss: 70011.2605 - mean_absolute_error: 222.7823 - val_loss: 121944.2213 - val_mean_absolute_error: 327.0455
Epoch 479/500
148/148 [==============================] - 0s 88us/step - loss: 69967.1367 - mean_absolute_error: 222.7108 - val_loss: 121884.6656 - val_mean_absolute_error: 326.9569
Epoch 480/500
148/148 [==============================] - 0s 95us/step - loss: 69925.0381 - mean_absolute_error: 222.6491 - val_loss: 121828.7863 - val_mean_absolute_error: 326.8738
Epoch 481/500
148/148 [==============================] - 0s 108us/step - loss: 69886.2213 - mean_absolute_error: 222.5883 - val_loss: 121773.4181 - val_mean_absolute_error: 326.7917
Epoch 482/500
148/148 [==============================] - 0s 88us/step - loss: 69847.5808 - mean_absolute_error: 222.5307 - val_loss: 121701.3306 - val_mean_absolute_error: 326.6854
Epoch 483/500
148/148 [==============================] - 0s 96us/step - loss: 69798.9581 - mean_absolute_error: 222.4516 - val_loss: 121636.2863 - val_mean_absolute_error: 326.5904
Epoch 484/500
148/148 [==============================] - 0s 95us/step - loss: 69754.7437 - mean_absolute_error: 222.3869 - val_loss: 121580.4444 - val_mean_absolute_error: 326.5071
Epoch 485/500
148/148 [==============================] - 0s 108us/step - loss: 69713.3635 - mean_absolute_error: 222.3348 - val_loss: 121524.4994 - val_mean_absolute_error: 326.4245
Epoch 486/500
148/148 [==============================] - 0s 95us/step - loss: 69673.2905 - mean_absolute_error: 222.2730 - val_loss: 121460.6231 - val_mean_absolute_error: 326.3289
Epoch 487/500
148/148 [==============================] - 0s 95us/step - loss: 69629.3774 - mean_absolute_error: 222.2111 - val_loss: 121402.6494 - val_mean_absolute_error: 326.2431
Epoch 488/500
148/148 [==============================] - 0s 101us/step - loss: 69589.7960 - mean_absolute_error: 222.1417 - val_loss: 121344.1163 - val_mean_absolute_error: 326.1562
Epoch 489/500
148/148 [==============================] - 0s 108us/step - loss: 69547.9400 - mean_absolute_error: 222.0807 - val_loss: 121281.4069 - val_mean_absolute_error: 326.0631
Epoch 490/500
148/148 [==============================] - 0s 95us/step - loss: 69503.3030 - mean_absolute_error: 222.0168 - val_loss: 121221.8544 - val_mean_absolute_error: 325.9747
Epoch 491/500
148/148 [==============================] - 0s 108us/step - loss: 69461.6784 - mean_absolute_error: 221.9531 - val_loss: 121153.7825 - val_mean_absolute_error: 325.8738
Epoch 492/500
148/148 [==============================] - 0s 95us/step - loss: 69415.4216 - mean_absolute_error: 221.8792 - val_loss: 121097.5269 - val_mean_absolute_error: 325.7895
Epoch 493/500
148/148 [==============================] - 0s 101us/step - loss: 69374.9726 - mean_absolute_error: 221.8262 - val_loss: 121039.5319 - val_mean_absolute_error: 325.7026
Epoch 494/500
148/148 [==============================] - 0s 108us/step - loss: 69333.6265 - mean_absolute_error: 221.7622 - val_loss: 120980.8469 - val_mean_absolute_error: 325.6152
Epoch 495/500
148/148 [==============================] - 0s 115us/step - loss: 69292.5749 - mean_absolute_error: 221.6996 - val_loss: 120919.1275 - val_mean_absolute_error: 325.5230
Epoch 496/500
148/148 [==============================] - 0s 95us/step - loss: 69247.6555 - mean_absolute_error: 221.6470 - val_loss: 120859.9775 - val_mean_absolute_error: 325.4352
Epoch 497/500
148/148 [==============================] - 0s 101us/step - loss: 69206.8765 - mean_absolute_error: 221.5819 - val_loss: 120799.4050 - val_mean_absolute_error: 325.3451
Epoch 498/500
148/148 [==============================] - 0s 95us/step - loss: 69164.9226 - mean_absolute_error: 221.5123 - val_loss: 120736.3394 - val_mean_absolute_error: 325.2518
Epoch 499/500
148/148 [==============================] - 0s 108us/step - loss: 69123.5515 - mean_absolute_error: 221.4303 - val_loss: 120669.9356 - val_mean_absolute_error: 325.1540
Epoch 500/500
148/148 [==============================] - 0s 115us/step - loss: 69078.1905 - mean_absolute_error: 221.3590 - val_loss: 120606.1169 - val_mean_absolute_error: 325.0581
Out[49]:
<keras.callbacks.History at 0x2073b92c4e0>
In [50]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=1000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/1000
148/148 [==============================] - 0s 128us/step - loss: 69034.7498 - mean_absolute_error: 221.2956 - val_loss: 120548.4812 - val_mean_absolute_error: 324.9707
Epoch 2/1000
148/148 [==============================] - 0s 101us/step - loss: 68991.6699 - mean_absolute_error: 221.2550 - val_loss: 120484.7663 - val_mean_absolute_error: 324.8771
Epoch 3/1000
148/148 [==============================] - 0s 115us/step - loss: 68949.8650 - mean_absolute_error: 221.1822 - val_loss: 120430.0988 - val_mean_absolute_error: 324.7941
Epoch 4/1000
148/148 [==============================] - 0s 115us/step - loss: 68910.2633 - mean_absolute_error: 221.1436 - val_loss: 120372.5538 - val_mean_absolute_error: 324.7089
Epoch 5/1000
148/148 [==============================] - 0s 88us/step - loss: 68870.4064 - mean_absolute_error: 221.0780 - val_loss: 120305.7594 - val_mean_absolute_error: 324.6105
Epoch 6/1000
148/148 [==============================] - 0s 108us/step - loss: 68826.4587 - mean_absolute_error: 221.0107 - val_loss: 120244.1931 - val_mean_absolute_error: 324.5194
Epoch 7/1000
148/148 [==============================] - 0s 95us/step - loss: 68785.3942 - mean_absolute_error: 220.9426 - val_loss: 120189.5694 - val_mean_absolute_error: 324.4388
Epoch 8/1000
148/148 [==============================] - 0s 95us/step - loss: 68747.8047 - mean_absolute_error: 220.8850 - val_loss: 120122.4300 - val_mean_absolute_error: 324.3387
Epoch 9/1000
148/148 [==============================] - 0s 101us/step - loss: 68703.3776 - mean_absolute_error: 220.8000 - val_loss: 120065.3706 - val_mean_absolute_error: 324.2529
Epoch 10/1000
148/148 [==============================] - 0s 95us/step - loss: 68662.3338 - mean_absolute_error: 220.7481 - val_loss: 120001.9906 - val_mean_absolute_error: 324.1577
Epoch 11/1000
148/148 [==============================] - 0s 108us/step - loss: 68617.9288 - mean_absolute_error: 220.6863 - val_loss: 119943.8788 - val_mean_absolute_error: 324.0716
Epoch 12/1000
148/148 [==============================] - 0s 95us/step - loss: 68579.0405 - mean_absolute_error: 220.6187 - val_loss: 119884.1175 - val_mean_absolute_error: 323.9834
Epoch 13/1000
148/148 [==============================] - 0s 101us/step - loss: 68536.5359 - mean_absolute_error: 220.5733 - val_loss: 119828.5956 - val_mean_absolute_error: 323.9023
Epoch 14/1000
148/148 [==============================] - 0s 115us/step - loss: 68498.8626 - mean_absolute_error: 220.5132 - val_loss: 119767.8675 - val_mean_absolute_error: 323.8124
Epoch 15/1000
148/148 [==============================] - 0s 95us/step - loss: 68456.5689 - mean_absolute_error: 220.4516 - val_loss: 119705.8069 - val_mean_absolute_error: 323.7212
Epoch 16/1000
148/148 [==============================] - 0s 95us/step - loss: 68413.6614 - mean_absolute_error: 220.3876 - val_loss: 119639.7394 - val_mean_absolute_error: 323.6245
Epoch 17/1000
148/148 [==============================] - 0s 108us/step - loss: 68369.7329 - mean_absolute_error: 220.3251 - val_loss: 119576.2106 - val_mean_absolute_error: 323.5309
Epoch 18/1000
148/148 [==============================] - 0s 95us/step - loss: 68327.3064 - mean_absolute_error: 220.2529 - val_loss: 119510.8425 - val_mean_absolute_error: 323.4351
Epoch 19/1000
148/148 [==============================] - 0s 108us/step - loss: 68284.2652 - mean_absolute_error: 220.1778 - val_loss: 119446.9913 - val_mean_absolute_error: 323.3422
Epoch 20/1000
148/148 [==============================] - 0s 108us/step - loss: 68241.6436 - mean_absolute_error: 220.1054 - val_loss: 119382.0244 - val_mean_absolute_error: 323.2478
Epoch 21/1000
148/148 [==============================] - 0s 88us/step - loss: 68199.1596 - mean_absolute_error: 220.0461 - val_loss: 119323.8237 - val_mean_absolute_error: 323.1626
Epoch 22/1000
148/148 [==============================] - 0s 101us/step - loss: 68160.1343 - mean_absolute_error: 219.9713 - val_loss: 119264.2625 - val_mean_absolute_error: 323.0748
Epoch 23/1000
148/148 [==============================] - 0s 101us/step - loss: 68118.8937 - mean_absolute_error: 219.9089 - val_loss: 119200.3644 - val_mean_absolute_error: 322.9811
Epoch 24/1000
148/148 [==============================] - 0s 101us/step - loss: 68075.3784 - mean_absolute_error: 219.8505 - val_loss: 119143.3681 - val_mean_absolute_error: 322.8974
Epoch 25/1000
148/148 [==============================] - 0s 122us/step - loss: 68036.4657 - mean_absolute_error: 219.7970 - val_loss: 119080.2706 - val_mean_absolute_error: 322.8053
Epoch 26/1000
148/148 [==============================] - 0s 95us/step - loss: 67994.7704 - mean_absolute_error: 219.7254 - val_loss: 119023.1406 - val_mean_absolute_error: 322.7204
Epoch 27/1000
148/148 [==============================] - 0s 101us/step - loss: 67954.2202 - mean_absolute_error: 219.6598 - val_loss: 118963.6650 - val_mean_absolute_error: 322.6333
Epoch 28/1000
148/148 [==============================] - 0s 101us/step - loss: 67911.0201 - mean_absolute_error: 219.6122 - val_loss: 118901.1025 - val_mean_absolute_error: 322.5424
Epoch 29/1000
148/148 [==============================] - 0s 95us/step - loss: 67869.1006 - mean_absolute_error: 219.5411 - val_loss: 118838.4469 - val_mean_absolute_error: 322.4516
Epoch 30/1000
148/148 [==============================] - 0s 95us/step - loss: 67826.9809 - mean_absolute_error: 219.4721 - val_loss: 118783.6062 - val_mean_absolute_error: 322.3724
Epoch 31/1000
148/148 [==============================] - 0s 115us/step - loss: 67789.3910 - mean_absolute_error: 219.4162 - val_loss: 118717.6481 - val_mean_absolute_error: 322.2766
Epoch 32/1000
148/148 [==============================] - 0s 108us/step - loss: 67745.8650 - mean_absolute_error: 219.3505 - val_loss: 118651.4206 - val_mean_absolute_error: 322.1807
Epoch 33/1000
148/148 [==============================] - 0s 128us/step - loss: 67702.3478 - mean_absolute_error: 219.2858 - val_loss: 118598.4550 - val_mean_absolute_error: 322.1046
Epoch 34/1000
148/148 [==============================] - 0s 101us/step - loss: 67664.8080 - mean_absolute_error: 219.2272 - val_loss: 118539.6000 - val_mean_absolute_error: 322.0200
Epoch 35/1000
148/148 [==============================] - 0s 68us/step - loss: 67623.3256 - mean_absolute_error: 219.1715 - val_loss: 118476.4062 - val_mean_absolute_error: 321.9288
Epoch 36/1000
148/148 [==============================] - 0s 81us/step - loss: 67581.1810 - mean_absolute_error: 219.1111 - val_loss: 118414.7344 - val_mean_absolute_error: 321.8395
Epoch 37/1000
148/148 [==============================] - 0s 88us/step - loss: 67540.1886 - mean_absolute_error: 219.0296 - val_loss: 118349.2344 - val_mean_absolute_error: 321.7450
Epoch 38/1000
148/148 [==============================] - 0s 61us/step - loss: 67496.8372 - mean_absolute_error: 218.9585 - val_loss: 118294.3700 - val_mean_absolute_error: 321.6662
Epoch 39/1000
148/148 [==============================] - 0s 74us/step - loss: 67456.8404 - mean_absolute_error: 218.9124 - val_loss: 118231.4631 - val_mean_absolute_error: 321.5749
Epoch 40/1000
148/148 [==============================] - 0s 88us/step - loss: 67414.4675 - mean_absolute_error: 218.8561 - val_loss: 118169.1062 - val_mean_absolute_error: 321.4840
Epoch 41/1000
148/148 [==============================] - 0s 61us/step - loss: 67373.1992 - mean_absolute_error: 218.7726 - val_loss: 118108.8244 - val_mean_absolute_error: 321.3966
Epoch 42/1000
148/148 [==============================] - 0s 88us/step - loss: 67332.6573 - mean_absolute_error: 218.7119 - val_loss: 118047.5400 - val_mean_absolute_error: 321.3082
Epoch 43/1000
148/148 [==============================] - 0s 95us/step - loss: 67290.3047 - mean_absolute_error: 218.6524 - val_loss: 117989.2156 - val_mean_absolute_error: 321.2248
Epoch 44/1000
148/148 [==============================] - 0s 74us/step - loss: 67248.8102 - mean_absolute_error: 218.6011 - val_loss: 117936.9600 - val_mean_absolute_error: 321.1489
Epoch 45/1000
148/148 [==============================] - 0s 68us/step - loss: 67212.4088 - mean_absolute_error: 218.5324 - val_loss: 117873.0894 - val_mean_absolute_error: 321.0564
Epoch 46/1000
148/148 [==============================] - 0s 74us/step - loss: 67169.0324 - mean_absolute_error: 218.4690 - val_loss: 117807.3200 - val_mean_absolute_error: 320.9604
Epoch 47/1000
148/148 [==============================] - 0s 95us/step - loss: 67127.3682 - mean_absolute_error: 218.3941 - val_loss: 117754.0119 - val_mean_absolute_error: 320.8829
Epoch 48/1000
148/148 [==============================] - 0s 81us/step - loss: 67091.4938 - mean_absolute_error: 218.3317 - val_loss: 117696.4825 - val_mean_absolute_error: 320.7994
Epoch 49/1000
148/148 [==============================] - 0s 68us/step - loss: 67052.7868 - mean_absolute_error: 218.2663 - val_loss: 117634.0688 - val_mean_absolute_error: 320.7088
Epoch 50/1000
148/148 [==============================] - 0s 74us/step - loss: 67010.6117 - mean_absolute_error: 218.2032 - val_loss: 117573.1181 - val_mean_absolute_error: 320.6205
Epoch 51/1000
148/148 [==============================] - 0s 74us/step - loss: 66970.1769 - mean_absolute_error: 218.1276 - val_loss: 117514.1719 - val_mean_absolute_error: 320.5354
Epoch 52/1000
148/148 [==============================] - 0s 74us/step - loss: 66928.1557 - mean_absolute_error: 218.0896 - val_loss: 117459.2231 - val_mean_absolute_error: 320.4556
Epoch 53/1000
148/148 [==============================] - 0s 68us/step - loss: 66890.1406 - mean_absolute_error: 218.0363 - val_loss: 117400.8887 - val_mean_absolute_error: 320.3705
Epoch 54/1000
148/148 [==============================] - 0s 68us/step - loss: 66851.1674 - mean_absolute_error: 217.9687 - val_loss: 117335.8613 - val_mean_absolute_error: 320.2753
Epoch 55/1000
148/148 [==============================] - 0s 74us/step - loss: 66808.3243 - mean_absolute_error: 217.9035 - val_loss: 117271.9519 - val_mean_absolute_error: 320.1817
Epoch 56/1000
148/148 [==============================] - 0s 68us/step - loss: 66766.3254 - mean_absolute_error: 217.8267 - val_loss: 117224.8013 - val_mean_absolute_error: 320.1141
Epoch 57/1000
148/148 [==============================] - 0s 74us/step - loss: 66732.5010 - mean_absolute_error: 217.7807 - val_loss: 117167.8338 - val_mean_absolute_error: 320.0307
Epoch 58/1000
148/148 [==============================] - 0s 74us/step - loss: 66694.2049 - mean_absolute_error: 217.7174 - val_loss: 117108.9787 - val_mean_absolute_error: 319.9444
Epoch 59/1000
148/148 [==============================] - 0s 74us/step - loss: 66654.8030 - mean_absolute_error: 217.6411 - val_loss: 117047.5575 - val_mean_absolute_error: 319.8549
Epoch 60/1000
148/148 [==============================] - 0s 68us/step - loss: 66614.8036 - mean_absolute_error: 217.5733 - val_loss: 116986.8737 - val_mean_absolute_error: 319.7663
Epoch 61/1000
148/148 [==============================] - 0s 74us/step - loss: 66573.1466 - mean_absolute_error: 217.5166 - val_loss: 116919.3356 - val_mean_absolute_error: 319.6675
Epoch 62/1000
148/148 [==============================] - 0s 68us/step - loss: 66529.9584 - mean_absolute_error: 217.4539 - val_loss: 116858.0269 - val_mean_absolute_error: 319.5780
Epoch 63/1000
148/148 [==============================] - 0s 68us/step - loss: 66488.8861 - mean_absolute_error: 217.3787 - val_loss: 116803.6763 - val_mean_absolute_error: 319.4987
Epoch 64/1000
148/148 [==============================] - 0s 68us/step - loss: 66452.3942 - mean_absolute_error: 217.3022 - val_loss: 116743.8488 - val_mean_absolute_error: 319.4116
Epoch 65/1000
148/148 [==============================] - 0s 81us/step - loss: 66412.5441 - mean_absolute_error: 217.2371 - val_loss: 116682.0312 - val_mean_absolute_error: 319.3210
Epoch 66/1000
148/148 [==============================] - 0s 68us/step - loss: 66370.7011 - mean_absolute_error: 217.1689 - val_loss: 116622.8331 - val_mean_absolute_error: 319.2343
Epoch 67/1000
148/148 [==============================] - 0s 74us/step - loss: 66331.3584 - mean_absolute_error: 217.1034 - val_loss: 116563.0919 - val_mean_absolute_error: 319.1474
Epoch 68/1000
148/148 [==============================] - 0s 68us/step - loss: 66287.9935 - mean_absolute_error: 217.0724 - val_loss: 116499.8794 - val_mean_absolute_error: 319.0547
Epoch 69/1000
148/148 [==============================] - 0s 81us/step - loss: 66246.8317 - mean_absolute_error: 217.0006 - val_loss: 116438.5988 - val_mean_absolute_error: 318.9654
Epoch 70/1000
148/148 [==============================] - 0s 61us/step - loss: 66206.1976 - mean_absolute_error: 216.9322 - val_loss: 116378.1875 - val_mean_absolute_error: 318.8771
Epoch 71/1000
148/148 [==============================] - 0s 61us/step - loss: 66165.9640 - mean_absolute_error: 216.8620 - val_loss: 116317.9875 - val_mean_absolute_error: 318.7899
Epoch 72/1000
148/148 [==============================] - 0s 74us/step - loss: 66123.9106 - mean_absolute_error: 216.8317 - val_loss: 116261.4894 - val_mean_absolute_error: 318.7078
Epoch 73/1000
148/148 [==============================] - 0s 68us/step - loss: 66084.5829 - mean_absolute_error: 216.7963 - val_loss: 116201.4831 - val_mean_absolute_error: 318.6198
Epoch 74/1000
148/148 [==============================] - 0s 88us/step - loss: 66045.0107 - mean_absolute_error: 216.7284 - val_loss: 116144.7263 - val_mean_absolute_error: 318.5368
Epoch 75/1000
148/148 [==============================] - 0s 81us/step - loss: 66007.1250 - mean_absolute_error: 216.6699 - val_loss: 116081.0813 - val_mean_absolute_error: 318.4437
Epoch 76/1000
148/148 [==============================] - 0s 81us/step - loss: 65965.2591 - mean_absolute_error: 216.5961 - val_loss: 116021.8519 - val_mean_absolute_error: 318.3578
Epoch 77/1000
148/148 [==============================] - 0s 68us/step - loss: 65924.2637 - mean_absolute_error: 216.5589 - val_loss: 115964.8225 - val_mean_absolute_error: 318.2738
Epoch 78/1000
148/148 [==============================] - 0s 68us/step - loss: 65886.3407 - mean_absolute_error: 216.5059 - val_loss: 115909.0063 - val_mean_absolute_error: 318.1917
Epoch 79/1000
148/148 [==============================] - 0s 74us/step - loss: 65849.2291 - mean_absolute_error: 216.4405 - val_loss: 115858.5488 - val_mean_absolute_error: 318.1178
Epoch 80/1000
148/148 [==============================] - 0s 68us/step - loss: 65814.6618 - mean_absolute_error: 216.3862 - val_loss: 115795.6194 - val_mean_absolute_error: 318.0254
Epoch 81/1000
148/148 [==============================] - 0s 61us/step - loss: 65773.2763 - mean_absolute_error: 216.3196 - val_loss: 115728.9494 - val_mean_absolute_error: 317.9275
Epoch 82/1000
148/148 [==============================] - 0s 74us/step - loss: 65729.6451 - mean_absolute_error: 216.2389 - val_loss: 115666.4406 - val_mean_absolute_error: 317.8350
Epoch 83/1000
148/148 [==============================] - 0s 68us/step - loss: 65688.5211 - mean_absolute_error: 216.1652 - val_loss: 115606.6169 - val_mean_absolute_error: 317.7468
Epoch 84/1000
148/148 [==============================] - 0s 68us/step - loss: 65649.6274 - mean_absolute_error: 216.1197 - val_loss: 115554.1438 - val_mean_absolute_error: 317.6705
Epoch 85/1000
148/148 [==============================] - 0s 81us/step - loss: 65611.7243 - mean_absolute_error: 216.0774 - val_loss: 115491.6925 - val_mean_absolute_error: 317.5789
Epoch 86/1000
148/148 [==============================] - 0s 68us/step - loss: 65570.4297 - mean_absolute_error: 216.0032 - val_loss: 115435.6763 - val_mean_absolute_error: 317.4963
Epoch 87/1000
148/148 [==============================] - 0s 74us/step - loss: 65533.0497 - mean_absolute_error: 215.9366 - val_loss: 115371.5644 - val_mean_absolute_error: 317.4021
Epoch 88/1000
148/148 [==============================] - 0s 81us/step - loss: 65491.5737 - mean_absolute_error: 215.8634 - val_loss: 115316.1031 - val_mean_absolute_error: 317.3208
Epoch 89/1000
148/148 [==============================] - 0s 68us/step - loss: 65454.4464 - mean_absolute_error: 215.7943 - val_loss: 115265.1400 - val_mean_absolute_error: 317.2459
Epoch 90/1000
148/148 [==============================] - 0s 68us/step - loss: 65418.8623 - mean_absolute_error: 215.7468 - val_loss: 115200.1894 - val_mean_absolute_error: 317.1501
Epoch 91/1000
148/148 [==============================] - 0s 68us/step - loss: 65375.9425 - mean_absolute_error: 215.6782 - val_loss: 115136.4331 - val_mean_absolute_error: 317.0566
Epoch 92/1000
148/148 [==============================] - 0s 88us/step - loss: 65333.2495 - mean_absolute_error: 215.6342 - val_loss: 115084.9288 - val_mean_absolute_error: 316.9804
Epoch 93/1000
148/148 [==============================] - 0s 81us/step - loss: 65299.2185 - mean_absolute_error: 215.5560 - val_loss: 115023.2012 - val_mean_absolute_error: 316.8895
Epoch 94/1000
148/148 [==============================] - 0s 68us/step - loss: 65258.4619 - mean_absolute_error: 215.4931 - val_loss: 114968.0694 - val_mean_absolute_error: 316.8087
Epoch 95/1000
148/148 [==============================] - 0s 68us/step - loss: 65221.1624 - mean_absolute_error: 215.4275 - val_loss: 114916.2388 - val_mean_absolute_error: 316.7320
Epoch 96/1000
148/148 [==============================] - 0s 81us/step - loss: 65186.7866 - mean_absolute_error: 215.3499 - val_loss: 114857.3262 - val_mean_absolute_error: 316.6449
Epoch 97/1000
148/148 [==============================] - 0s 61us/step - loss: 65147.3473 - mean_absolute_error: 215.2792 - val_loss: 114793.4156 - val_mean_absolute_error: 316.5506
Epoch 98/1000
148/148 [==============================] - 0s 68us/step - loss: 65105.7391 - mean_absolute_error: 215.2178 - val_loss: 114737.2356 - val_mean_absolute_error: 316.4677
Epoch 99/1000
148/148 [==============================] - 0s 74us/step - loss: 65069.7323 - mean_absolute_error: 215.1451 - val_loss: 114671.1119 - val_mean_absolute_error: 316.3701
Epoch 100/1000
148/148 [==============================] - 0s 74us/step - loss: 65025.7293 - mean_absolute_error: 215.0812 - val_loss: 114607.9525 - val_mean_absolute_error: 316.2772
Epoch 101/1000
148/148 [==============================] - 0s 74us/step - loss: 64983.2721 - mean_absolute_error: 215.0112 - val_loss: 114551.8675 - val_mean_absolute_error: 316.1950
Epoch 102/1000
148/148 [==============================] - 0s 74us/step - loss: 64944.6811 - mean_absolute_error: 214.9600 - val_loss: 114494.3169 - val_mean_absolute_error: 316.1110
Epoch 103/1000
148/148 [==============================] - 0s 74us/step - loss: 64905.6037 - mean_absolute_error: 214.9215 - val_loss: 114443.0294 - val_mean_absolute_error: 316.0351
Epoch 104/1000
148/148 [==============================] - 0s 74us/step - loss: 64871.4730 - mean_absolute_error: 214.8648 - val_loss: 114391.2400 - val_mean_absolute_error: 315.9583
Epoch 105/1000
148/148 [==============================] - 0s 68us/step - loss: 64837.7431 - mean_absolute_error: 214.7832 - val_loss: 114333.1381 - val_mean_absolute_error: 315.8728
Epoch 106/1000
148/148 [==============================] - 0s 74us/step - loss: 64796.9445 - mean_absolute_error: 214.7505 - val_loss: 114280.0706 - val_mean_absolute_error: 315.7945
Epoch 107/1000
148/148 [==============================] - 0s 74us/step - loss: 64761.4748 - mean_absolute_error: 214.6884 - val_loss: 114224.9931 - val_mean_absolute_error: 315.7133
Epoch 108/1000
148/148 [==============================] - 0s 68us/step - loss: 64724.7342 - mean_absolute_error: 214.6250 - val_loss: 114160.8475 - val_mean_absolute_error: 315.6184
Epoch 109/1000
148/148 [==============================] - 0s 68us/step - loss: 64682.6989 - mean_absolute_error: 214.5728 - val_loss: 114100.0475 - val_mean_absolute_error: 315.5289
Epoch 110/1000
148/148 [==============================] - 0s 74us/step - loss: 64641.4376 - mean_absolute_error: 214.5075 - val_loss: 114042.6469 - val_mean_absolute_error: 315.4435
Epoch 111/1000
148/148 [==============================] - 0s 61us/step - loss: 64603.4644 - mean_absolute_error: 214.4441 - val_loss: 113978.3488 - val_mean_absolute_error: 315.3485
Epoch 112/1000
148/148 [==============================] - 0s 68us/step - loss: 64561.5138 - mean_absolute_error: 214.3645 - val_loss: 113915.1463 - val_mean_absolute_error: 315.2552
Epoch 113/1000
148/148 [==============================] - 0s 68us/step - loss: 64519.7987 - mean_absolute_error: 214.3143 - val_loss: 113856.1463 - val_mean_absolute_error: 315.1675
Epoch 114/1000
148/148 [==============================] - 0s 61us/step - loss: 64480.4320 - mean_absolute_error: 214.2547 - val_loss: 113804.7394 - val_mean_absolute_error: 315.0915
Epoch 115/1000
148/148 [==============================] - 0s 68us/step - loss: 64443.8558 - mean_absolute_error: 214.2293 - val_loss: 113742.0688 - val_mean_absolute_error: 314.9989
Epoch 116/1000
148/148 [==============================] - 0s 68us/step - loss: 64402.3427 - mean_absolute_error: 214.1769 - val_loss: 113684.9212 - val_mean_absolute_error: 314.9145
Epoch 117/1000
148/148 [==============================] - 0s 68us/step - loss: 64364.4120 - mean_absolute_error: 214.1187 - val_loss: 113630.7331 - val_mean_absolute_error: 314.8342
Epoch 118/1000
148/148 [==============================] - 0s 74us/step - loss: 64328.3095 - mean_absolute_error: 214.0538 - val_loss: 113576.6475 - val_mean_absolute_error: 314.7540
Epoch 119/1000
148/148 [==============================] - 0s 61us/step - loss: 64291.9742 - mean_absolute_error: 213.9967 - val_loss: 113515.1400 - val_mean_absolute_error: 314.6628
Epoch 120/1000
148/148 [==============================] - 0s 68us/step - loss: 64251.1385 - mean_absolute_error: 213.9255 - val_loss: 113457.5300 - val_mean_absolute_error: 314.5776
Epoch 121/1000
148/148 [==============================] - 0s 68us/step - loss: 64212.6195 - mean_absolute_error: 213.8694 - val_loss: 113393.7450 - val_mean_absolute_error: 314.4826
Epoch 122/1000
148/148 [==============================] - 0s 68us/step - loss: 64171.6617 - mean_absolute_error: 213.8215 - val_loss: 113343.1906 - val_mean_absolute_error: 314.4071
Epoch 123/1000
148/148 [==============================] - 0s 61us/step - loss: 64136.8250 - mean_absolute_error: 213.7477 - val_loss: 113277.8394 - val_mean_absolute_error: 314.3095
Epoch 124/1000
148/148 [==============================] - 0s 81us/step - loss: 64094.7230 - mean_absolute_error: 213.6738 - val_loss: 113221.3625 - val_mean_absolute_error: 314.2252
Epoch 125/1000
148/148 [==============================] - 0s 68us/step - loss: 64057.5105 - mean_absolute_error: 213.6001 - val_loss: 113164.0819 - val_mean_absolute_error: 314.1404
Epoch 126/1000
148/148 [==============================] - 0s 68us/step - loss: 64020.0197 - mean_absolute_error: 213.5447 - val_loss: 113106.1250 - val_mean_absolute_error: 314.0545
Epoch 127/1000
148/148 [==============================] - 0s 61us/step - loss: 63980.4198 - mean_absolute_error: 213.4818 - val_loss: 113045.9900 - val_mean_absolute_error: 313.9656
Epoch 128/1000
148/148 [==============================] - 0s 74us/step - loss: 63939.0773 - mean_absolute_error: 213.4294 - val_loss: 112987.1456 - val_mean_absolute_error: 313.8779
Epoch 129/1000
148/148 [==============================] - 0s 74us/step - loss: 63900.7363 - mean_absolute_error: 213.3586 - val_loss: 112924.5838 - val_mean_absolute_error: 313.7849
Epoch 130/1000
148/148 [==============================] - 0s 74us/step - loss: 63859.5134 - mean_absolute_error: 213.2972 - val_loss: 112872.7363 - val_mean_absolute_error: 313.7077
Epoch 131/1000
148/148 [==============================] - 0s 61us/step - loss: 63824.3397 - mean_absolute_error: 213.2335 - val_loss: 112812.8300 - val_mean_absolute_error: 313.6181
Epoch 132/1000
148/148 [==============================] - 0s 74us/step - loss: 63784.8466 - mean_absolute_error: 213.1528 - val_loss: 112756.1487 - val_mean_absolute_error: 313.5339
Epoch 133/1000
148/148 [==============================] - 0s 68us/step - loss: 63746.4071 - mean_absolute_error: 213.0964 - val_loss: 112694.4131 - val_mean_absolute_error: 313.4417
Epoch 134/1000
148/148 [==============================] - 0s 61us/step - loss: 63706.4058 - mean_absolute_error: 213.0149 - val_loss: 112631.7038 - val_mean_absolute_error: 313.3483
Epoch 135/1000
148/148 [==============================] - 0s 81us/step - loss: 63666.4556 - mean_absolute_error: 212.9312 - val_loss: 112576.5538 - val_mean_absolute_error: 313.2653
Epoch 136/1000
148/148 [==============================] - 0s 61us/step - loss: 63629.1514 - mean_absolute_error: 212.8548 - val_loss: 112521.1875 - val_mean_absolute_error: 313.1832
Epoch 137/1000
148/148 [==============================] - 0s 74us/step - loss: 63592.1135 - mean_absolute_error: 212.7995 - val_loss: 112462.5287 - val_mean_absolute_error: 313.0956
Epoch 138/1000
148/148 [==============================] - 0s 74us/step - loss: 63553.6680 - mean_absolute_error: 212.7239 - val_loss: 112398.5163 - val_mean_absolute_error: 313.0001
Epoch 139/1000
148/148 [==============================] - 0s 61us/step - loss: 63511.3791 - mean_absolute_error: 212.6517 - val_loss: 112337.9219 - val_mean_absolute_error: 312.9096
Epoch 140/1000
148/148 [==============================] - 0s 68us/step - loss: 63472.1950 - mean_absolute_error: 212.5743 - val_loss: 112278.4312 - val_mean_absolute_error: 312.8211
Epoch 141/1000
148/148 [==============================] - 0s 61us/step - loss: 63432.4435 - mean_absolute_error: 212.5415 - val_loss: 112226.8244 - val_mean_absolute_error: 312.7437
Epoch 142/1000
148/148 [==============================] - 0s 68us/step - loss: 63398.2346 - mean_absolute_error: 212.4588 - val_loss: 112170.5425 - val_mean_absolute_error: 312.6601
Epoch 143/1000
148/148 [==============================] - 0s 74us/step - loss: 63359.8299 - mean_absolute_error: 212.4235 - val_loss: 112110.1888 - val_mean_absolute_error: 312.5698
Epoch 144/1000
148/148 [==============================] - 0s 74us/step - loss: 63320.2194 - mean_absolute_error: 212.3665 - val_loss: 112049.9731 - val_mean_absolute_error: 312.4795
Epoch 145/1000
148/148 [==============================] - 0s 81us/step - loss: 63280.7208 - mean_absolute_error: 212.2845 - val_loss: 111991.3106 - val_mean_absolute_error: 312.3914
Epoch 146/1000
148/148 [==============================] - 0s 61us/step - loss: 63242.5239 - mean_absolute_error: 212.2079 - val_loss: 111931.8606 - val_mean_absolute_error: 312.3020
Epoch 147/1000
148/148 [==============================] - 0s 74us/step - loss: 63203.8158 - mean_absolute_error: 212.1402 - val_loss: 111881.9662 - val_mean_absolute_error: 312.2274
Epoch 148/1000
148/148 [==============================] - 0s 68us/step - loss: 63171.3847 - mean_absolute_error: 212.0732 - val_loss: 111819.7900 - val_mean_absolute_error: 312.1341
Epoch 149/1000
148/148 [==============================] - 0s 74us/step - loss: 63130.3016 - mean_absolute_error: 211.9892 - val_loss: 111757.0825 - val_mean_absolute_error: 312.0404
Epoch 150/1000
148/148 [==============================] - 0s 68us/step - loss: 63089.4461 - mean_absolute_error: 211.9234 - val_loss: 111694.7106 - val_mean_absolute_error: 311.9466
Epoch 151/1000
148/148 [==============================] - 0s 68us/step - loss: 63048.9331 - mean_absolute_error: 211.8420 - val_loss: 111643.4825 - val_mean_absolute_error: 311.8700
Epoch 152/1000
148/148 [==============================] - 0s 68us/step - loss: 63012.9545 - mean_absolute_error: 211.8259 - val_loss: 111587.4481 - val_mean_absolute_error: 311.7859
Epoch 153/1000
148/148 [==============================] - 0s 68us/step - loss: 62976.1155 - mean_absolute_error: 211.7581 - val_loss: 111534.2363 - val_mean_absolute_error: 311.7068
Epoch 154/1000
148/148 [==============================] - 0s 68us/step - loss: 62939.3942 - mean_absolute_error: 211.7356 - val_loss: 111475.4881 - val_mean_absolute_error: 311.6198
Epoch 155/1000
148/148 [==============================] - 0s 74us/step - loss: 62900.6329 - mean_absolute_error: 211.6864 - val_loss: 111419.8100 - val_mean_absolute_error: 311.5375
Epoch 156/1000
148/148 [==============================] - 0s 68us/step - loss: 62864.3542 - mean_absolute_error: 211.6185 - val_loss: 111359.7894 - val_mean_absolute_error: 311.4486
Epoch 157/1000
148/148 [==============================] - 0s 74us/step - loss: 62825.0872 - mean_absolute_error: 211.5583 - val_loss: 111299.6044 - val_mean_absolute_error: 311.3594
Epoch 158/1000
148/148 [==============================] - 0s 74us/step - loss: 62785.8178 - mean_absolute_error: 211.4842 - val_loss: 111240.5906 - val_mean_absolute_error: 311.2722
Epoch 159/1000
148/148 [==============================] - 0s 95us/step - loss: 62747.3102 - mean_absolute_error: 211.4089 - val_loss: 111184.8944 - val_mean_absolute_error: 311.1911
Epoch 160/1000
148/148 [==============================] - 0s 88us/step - loss: 62710.4634 - mean_absolute_error: 211.3487 - val_loss: 111129.5556 - val_mean_absolute_error: 311.1107
Epoch 161/1000
148/148 [==============================] - 0s 74us/step - loss: 62674.1932 - mean_absolute_error: 211.2766 - val_loss: 111066.5875 - val_mean_absolute_error: 311.0184
Epoch 162/1000
148/148 [==============================] - 0s 74us/step - loss: 62633.3758 - mean_absolute_error: 211.2115 - val_loss: 111012.4212 - val_mean_absolute_error: 310.9392
Epoch 163/1000
148/148 [==============================] - 0s 74us/step - loss: 62597.7091 - mean_absolute_error: 211.1656 - val_loss: 110957.1394 - val_mean_absolute_error: 310.8586
Epoch 164/1000
148/148 [==============================] - 0s 68us/step - loss: 62561.7830 - mean_absolute_error: 211.1174 - val_loss: 110899.0594 - val_mean_absolute_error: 310.7740
Epoch 165/1000
148/148 [==============================] - 0s 81us/step - loss: 62522.6546 - mean_absolute_error: 211.0286 - val_loss: 110839.7863 - val_mean_absolute_error: 310.6888
Epoch 166/1000
148/148 [==============================] - 0s 81us/step - loss: 62482.3587 - mean_absolute_error: 210.9969 - val_loss: 110778.3081 - val_mean_absolute_error: 310.5988
Epoch 167/1000
148/148 [==============================] - 0s 68us/step - loss: 62442.4055 - mean_absolute_error: 210.9233 - val_loss: 110719.5756 - val_mean_absolute_error: 310.5126
Epoch 168/1000
148/148 [==============================] - 0s 68us/step - loss: 62404.3288 - mean_absolute_error: 210.8628 - val_loss: 110666.2375 - val_mean_absolute_error: 310.4336
Epoch 169/1000
148/148 [==============================] - 0s 74us/step - loss: 62369.8434 - mean_absolute_error: 210.7889 - val_loss: 110605.1913 - val_mean_absolute_error: 310.3442
Epoch 170/1000
148/148 [==============================] - 0s 74us/step - loss: 62329.6188 - mean_absolute_error: 210.7378 - val_loss: 110553.1344 - val_mean_absolute_error: 310.2683
Epoch 171/1000
148/148 [==============================] - 0s 68us/step - loss: 62294.3007 - mean_absolute_error: 210.6858 - val_loss: 110499.1456 - val_mean_absolute_error: 310.1886
Epoch 172/1000
148/148 [==============================] - 0s 68us/step - loss: 62259.4155 - mean_absolute_error: 210.6007 - val_loss: 110439.6237 - val_mean_absolute_error: 310.1014
Epoch 173/1000
148/148 [==============================] - 0s 68us/step - loss: 62220.6994 - mean_absolute_error: 210.5260 - val_loss: 110378.3163 - val_mean_absolute_error: 310.0118
Epoch 174/1000
148/148 [==============================] - 0s 74us/step - loss: 62180.3804 - mean_absolute_error: 210.4592 - val_loss: 110317.2325 - val_mean_absolute_error: 309.9223
Epoch 175/1000
148/148 [==============================] - 0s 81us/step - loss: 62141.2484 - mean_absolute_error: 210.3953 - val_loss: 110258.7625 - val_mean_absolute_error: 309.8365
Epoch 176/1000
148/148 [==============================] - 0s 68us/step - loss: 62102.2631 - mean_absolute_error: 210.3262 - val_loss: 110200.8431 - val_mean_absolute_error: 309.7518
Epoch 177/1000
148/148 [==============================] - 0s 68us/step - loss: 62065.2608 - mean_absolute_error: 210.2500 - val_loss: 110138.9113 - val_mean_absolute_error: 309.6611
Epoch 178/1000
148/148 [==============================] - 0s 74us/step - loss: 62024.4099 - mean_absolute_error: 210.1907 - val_loss: 110082.6900 - val_mean_absolute_error: 309.5804
Epoch 179/1000
148/148 [==============================] - 0s 81us/step - loss: 61986.1713 - mean_absolute_error: 210.1679 - val_loss: 110024.2550 - val_mean_absolute_error: 309.4948
Epoch 180/1000
148/148 [==============================] - 0s 68us/step - loss: 61947.9892 - mean_absolute_error: 210.0985 - val_loss: 109966.1662 - val_mean_absolute_error: 309.4097
Epoch 181/1000
148/148 [==============================] - 0s 68us/step - loss: 61910.3125 - mean_absolute_error: 210.0342 - val_loss: 109908.3525 - val_mean_absolute_error: 309.3250
Epoch 182/1000
148/148 [==============================] - 0s 61us/step - loss: 61872.9685 - mean_absolute_error: 209.9741 - val_loss: 109857.0750 - val_mean_absolute_error: 309.2515
Epoch 183/1000
148/148 [==============================] - 0s 61us/step - loss: 61836.5631 - mean_absolute_error: 209.9394 - val_loss: 109798.1550 - val_mean_absolute_error: 309.1649
Epoch 184/1000
148/148 [==============================] - 0s 68us/step - loss: 61799.1499 - mean_absolute_error: 209.8601 - val_loss: 109747.0056 - val_mean_absolute_error: 309.0897
Epoch 185/1000
148/148 [==============================] - 0s 68us/step - loss: 61764.6371 - mean_absolute_error: 209.7913 - val_loss: 109691.2944 - val_mean_absolute_error: 309.0080
Epoch 186/1000
148/148 [==============================] - 0s 61us/step - loss: 61728.4634 - mean_absolute_error: 209.7114 - val_loss: 109631.4575 - val_mean_absolute_error: 308.9195
Epoch 187/1000
148/148 [==============================] - 0s 68us/step - loss: 61689.8217 - mean_absolute_error: 209.6505 - val_loss: 109576.6888 - val_mean_absolute_error: 308.8383
Epoch 188/1000
148/148 [==============================] - 0s 74us/step - loss: 61653.0898 - mean_absolute_error: 209.5706 - val_loss: 109511.4713 - val_mean_absolute_error: 308.7421
Epoch 189/1000
148/148 [==============================] - 0s 68us/step - loss: 61611.5225 - mean_absolute_error: 209.4844 - val_loss: 109458.0819 - val_mean_absolute_error: 308.6631
Epoch 190/1000
148/148 [==============================] - 0s 68us/step - loss: 61576.5500 - mean_absolute_error: 209.4116 - val_loss: 109395.5019 - val_mean_absolute_error: 308.5708
Epoch 191/1000
148/148 [==============================] - 0s 74us/step - loss: 61538.2102 - mean_absolute_error: 209.3407 - val_loss: 109335.5731 - val_mean_absolute_error: 308.4826
Epoch 192/1000
148/148 [==============================] - 0s 68us/step - loss: 61497.9550 - mean_absolute_error: 209.2830 - val_loss: 109281.0244 - val_mean_absolute_error: 308.4016
Epoch 193/1000
148/148 [==============================] - 0s 68us/step - loss: 61461.8290 - mean_absolute_error: 209.1899 - val_loss: 109227.8475 - val_mean_absolute_error: 308.3241
Epoch 194/1000
148/148 [==============================] - 0s 68us/step - loss: 61426.2595 - mean_absolute_error: 209.1560 - val_loss: 109173.9187 - val_mean_absolute_error: 308.2460
Epoch 195/1000
148/148 [==============================] - 0s 68us/step - loss: 61390.1160 - mean_absolute_error: 209.1456 - val_loss: 109118.7881 - val_mean_absolute_error: 308.1647
Epoch 196/1000
148/148 [==============================] - 0s 61us/step - loss: 61353.6872 - mean_absolute_error: 209.0833 - val_loss: 109065.6237 - val_mean_absolute_error: 308.0867
Epoch 197/1000
148/148 [==============================] - 0s 74us/step - loss: 61319.1264 - mean_absolute_error: 209.0213 - val_loss: 109006.2406 - val_mean_absolute_error: 308.0004
Epoch 198/1000
148/148 [==============================] - 0s 81us/step - loss: 61279.2403 - mean_absolute_error: 208.9874 - val_loss: 108952.2656 - val_mean_absolute_error: 307.9213
Epoch 199/1000
148/148 [==============================] - 0s 68us/step - loss: 61243.6094 - mean_absolute_error: 208.9339 - val_loss: 108893.4175 - val_mean_absolute_error: 307.8341
Epoch 200/1000
148/148 [==============================] - 0s 74us/step - loss: 61205.2896 - mean_absolute_error: 208.8560 - val_loss: 108837.8600 - val_mean_absolute_error: 307.7518
Epoch 201/1000
148/148 [==============================] - 0s 74us/step - loss: 61168.7155 - mean_absolute_error: 208.7936 - val_loss: 108781.2956 - val_mean_absolute_error: 307.6683
Epoch 202/1000
148/148 [==============================] - 0s 81us/step - loss: 61131.8639 - mean_absolute_error: 208.7167 - val_loss: 108727.9356 - val_mean_absolute_error: 307.5894
Epoch 203/1000
148/148 [==============================] - 0s 74us/step - loss: 61096.9766 - mean_absolute_error: 208.6666 - val_loss: 108674.2019 - val_mean_absolute_error: 307.5104
Epoch 204/1000
148/148 [==============================] - 0s 74us/step - loss: 61061.5361 - mean_absolute_error: 208.6223 - val_loss: 108613.5519 - val_mean_absolute_error: 307.4205
Epoch 205/1000
148/148 [==============================] - 0s 68us/step - loss: 61022.0034 - mean_absolute_error: 208.5421 - val_loss: 108556.8488 - val_mean_absolute_error: 307.3367
Epoch 206/1000
148/148 [==============================] - 0s 81us/step - loss: 60985.0911 - mean_absolute_error: 208.4778 - val_loss: 108495.6163 - val_mean_absolute_error: 307.2453
Epoch 207/1000
148/148 [==============================] - 0s 68us/step - loss: 60946.0183 - mean_absolute_error: 208.4029 - val_loss: 108434.6000 - val_mean_absolute_error: 307.1550
Epoch 208/1000
148/148 [==============================] - 0s 81us/step - loss: 60906.0749 - mean_absolute_error: 208.3445 - val_loss: 108378.2356 - val_mean_absolute_error: 307.0720
Epoch 209/1000
148/148 [==============================] - 0s 68us/step - loss: 60868.4655 - mean_absolute_error: 208.3169 - val_loss: 108324.7850 - val_mean_absolute_error: 306.9926
Epoch 210/1000
148/148 [==============================] - 0s 68us/step - loss: 60834.0575 - mean_absolute_error: 208.2358 - val_loss: 108269.6469 - val_mean_absolute_error: 306.9124
Epoch 211/1000
148/148 [==============================] - 0s 74us/step - loss: 60796.4806 - mean_absolute_error: 208.2192 - val_loss: 108212.7625 - val_mean_absolute_error: 306.8279
Epoch 212/1000
148/148 [==============================] - 0s 88us/step - loss: 60759.8003 - mean_absolute_error: 208.1618 - val_loss: 108161.8881 - val_mean_absolute_error: 306.7523
Epoch 213/1000
148/148 [==============================] - 0s 88us/step - loss: 60726.7962 - mean_absolute_error: 208.0846 - val_loss: 108100.2250 - val_mean_absolute_error: 306.6606
Epoch 214/1000
148/148 [==============================] - 0s 74us/step - loss: 60687.2021 - mean_absolute_error: 208.0041 - val_loss: 108041.4469 - val_mean_absolute_error: 306.5744
Epoch 215/1000
148/148 [==============================] - 0s 81us/step - loss: 60648.0759 - mean_absolute_error: 207.9617 - val_loss: 107989.7256 - val_mean_absolute_error: 306.4965
Epoch 216/1000
148/148 [==============================] - 0s 95us/step - loss: 60614.5041 - mean_absolute_error: 207.8907 - val_loss: 107931.4975 - val_mean_absolute_error: 306.4097
Epoch 217/1000
148/148 [==============================] - 0s 88us/step - loss: 60576.7890 - mean_absolute_error: 207.8399 - val_loss: 107877.5594 - val_mean_absolute_error: 306.3299
Epoch 218/1000
148/148 [==============================] - 0s 88us/step - loss: 60540.7322 - mean_absolute_error: 207.7746 - val_loss: 107820.0737 - val_mean_absolute_error: 306.2441
Epoch 219/1000
148/148 [==============================] - 0s 108us/step - loss: 60503.1763 - mean_absolute_error: 207.6905 - val_loss: 107757.4081 - val_mean_absolute_error: 306.1508
Epoch 220/1000
148/148 [==============================] - 0s 95us/step - loss: 60464.1605 - mean_absolute_error: 207.6134 - val_loss: 107707.5419 - val_mean_absolute_error: 306.0779
Epoch 221/1000
148/148 [==============================] - 0s 95us/step - loss: 60429.5644 - mean_absolute_error: 207.6123 - val_loss: 107648.9425 - val_mean_absolute_error: 305.9904
Epoch 222/1000
148/148 [==============================] - 0s 88us/step - loss: 60391.7861 - mean_absolute_error: 207.5493 - val_loss: 107591.6756 - val_mean_absolute_error: 305.9053
Epoch 223/1000
148/148 [==============================] - 0s 74us/step - loss: 60354.3878 - mean_absolute_error: 207.4769 - val_loss: 107535.6925 - val_mean_absolute_error: 305.8213
Epoch 224/1000
148/148 [==============================] - 0s 95us/step - loss: 60318.5084 - mean_absolute_error: 207.4142 - val_loss: 107486.3212 - val_mean_absolute_error: 305.7474
Epoch 225/1000
148/148 [==============================] - 0s 88us/step - loss: 60286.4083 - mean_absolute_error: 207.3292 - val_loss: 107430.4950 - val_mean_absolute_error: 305.6635
Epoch 226/1000
148/148 [==============================] - 0s 95us/step - loss: 60250.1253 - mean_absolute_error: 207.2387 - val_loss: 107380.8175 - val_mean_absolute_error: 305.5892
Epoch 227/1000
148/148 [==============================] - 0s 88us/step - loss: 60217.6911 - mean_absolute_error: 207.1728 - val_loss: 107319.5394 - val_mean_absolute_error: 305.4980
Epoch 228/1000
148/148 [==============================] - 0s 74us/step - loss: 60178.9123 - mean_absolute_error: 207.0935 - val_loss: 107255.0087 - val_mean_absolute_error: 305.4016
Epoch 229/1000
148/148 [==============================] - 0s 95us/step - loss: 60138.2570 - mean_absolute_error: 207.0468 - val_loss: 107202.0769 - val_mean_absolute_error: 305.3229
Epoch 230/1000
148/148 [==============================] - 0s 95us/step - loss: 60104.0127 - mean_absolute_error: 206.9570 - val_loss: 107148.1050 - val_mean_absolute_error: 305.2423
Epoch 231/1000
148/148 [==============================] - 0s 128us/step - loss: 60067.6249 - mean_absolute_error: 206.8820 - val_loss: 107091.8925 - val_mean_absolute_error: 305.1583
Epoch 232/1000
148/148 [==============================] - 0s 115us/step - loss: 60031.6416 - mean_absolute_error: 206.8230 - val_loss: 107030.6719 - val_mean_absolute_error: 305.0668
Epoch 233/1000
148/148 [==============================] - 0s 101us/step - loss: 59991.6702 - mean_absolute_error: 206.7379 - val_loss: 106979.4550 - val_mean_absolute_error: 304.9906
Epoch 234/1000
148/148 [==============================] - 0s 88us/step - loss: 59956.7781 - mean_absolute_error: 206.7086 - val_loss: 106927.5375 - val_mean_absolute_error: 304.9124
Epoch 235/1000
148/148 [==============================] - 0s 81us/step - loss: 59923.2603 - mean_absolute_error: 206.6348 - val_loss: 106871.8862 - val_mean_absolute_error: 304.8296
Epoch 236/1000
148/148 [==============================] - 0s 61us/step - loss: 59886.7110 - mean_absolute_error: 206.5840 - val_loss: 106814.5325 - val_mean_absolute_error: 304.7441
Epoch 237/1000
148/148 [==============================] - 0s 81us/step - loss: 59849.6890 - mean_absolute_error: 206.5206 - val_loss: 106755.1281 - val_mean_absolute_error: 304.6554
Epoch 238/1000
148/148 [==============================] - 0s 68us/step - loss: 59811.2141 - mean_absolute_error: 206.4597 - val_loss: 106693.7737 - val_mean_absolute_error: 304.5636
Epoch 239/1000
148/148 [==============================] - 0s 61us/step - loss: 59771.9408 - mean_absolute_error: 206.4074 - val_loss: 106649.9725 - val_mean_absolute_error: 304.4968
Epoch 240/1000
148/148 [==============================] - 0s 68us/step - loss: 59743.7086 - mean_absolute_error: 206.3230 - val_loss: 106596.4419 - val_mean_absolute_error: 304.4160
Epoch 241/1000
148/148 [==============================] - 0s 81us/step - loss: 59709.1171 - mean_absolute_error: 206.2323 - val_loss: 106540.9206 - val_mean_absolute_error: 304.3331
Epoch 242/1000
148/148 [==============================] - 0s 61us/step - loss: 59672.0657 - mean_absolute_error: 206.1907 - val_loss: 106493.2812 - val_mean_absolute_error: 304.2621
Epoch 243/1000
148/148 [==============================] - 0s 68us/step - loss: 59639.9988 - mean_absolute_error: 206.1252 - val_loss: 106435.7944 - val_mean_absolute_error: 304.1773
Epoch 244/1000
148/148 [==============================] - 0s 61us/step - loss: 59601.3077 - mean_absolute_error: 206.0993 - val_loss: 106375.3325 - val_mean_absolute_error: 304.0867
Epoch 245/1000
148/148 [==============================] - 0s 68us/step - loss: 59563.0234 - mean_absolute_error: 206.0443 - val_loss: 106319.6344 - val_mean_absolute_error: 304.0026
Epoch 246/1000
148/148 [==============================] - 0s 68us/step - loss: 59526.7542 - mean_absolute_error: 205.9624 - val_loss: 106261.3831 - val_mean_absolute_error: 303.9152
Epoch 247/1000
148/148 [==============================] - 0s 61us/step - loss: 59489.7300 - mean_absolute_error: 205.8854 - val_loss: 106204.5494 - val_mean_absolute_error: 303.8300
Epoch 248/1000
148/148 [==============================] - 0s 74us/step - loss: 59452.8200 - mean_absolute_error: 205.8231 - val_loss: 106148.2200 - val_mean_absolute_error: 303.7459
Epoch 249/1000
148/148 [==============================] - 0s 68us/step - loss: 59416.8762 - mean_absolute_error: 205.7758 - val_loss: 106097.0181 - val_mean_absolute_error: 303.6708
Epoch 250/1000
148/148 [==============================] - 0s 74us/step - loss: 59381.4444 - mean_absolute_error: 205.7422 - val_loss: 106043.0369 - val_mean_absolute_error: 303.5898
Epoch 251/1000
148/148 [==============================] - 0s 74us/step - loss: 59346.3582 - mean_absolute_error: 205.6760 - val_loss: 105984.8156 - val_mean_absolute_error: 303.5037
Epoch 252/1000
148/148 [==============================] - 0s 68us/step - loss: 59308.1541 - mean_absolute_error: 205.6544 - val_loss: 105930.3338 - val_mean_absolute_error: 303.4215
Epoch 253/1000
148/148 [==============================] - 0s 68us/step - loss: 59272.3592 - mean_absolute_error: 205.5795 - val_loss: 105871.6169 - val_mean_absolute_error: 303.3339
Epoch 254/1000
148/148 [==============================] - 0s 74us/step - loss: 59234.6384 - mean_absolute_error: 205.5444 - val_loss: 105813.5606 - val_mean_absolute_error: 303.2466
Epoch 255/1000
148/148 [==============================] - 0s 61us/step - loss: 59198.0446 - mean_absolute_error: 205.4812 - val_loss: 105761.6931 - val_mean_absolute_error: 303.1685
Epoch 256/1000
148/148 [==============================] - 0s 74us/step - loss: 59163.7946 - mean_absolute_error: 205.4193 - val_loss: 105703.3412 - val_mean_absolute_error: 303.0819
Epoch 257/1000
148/148 [==============================] - 0s 68us/step - loss: 59126.1450 - mean_absolute_error: 205.3999 - val_loss: 105646.1619 - val_mean_absolute_error: 302.9969
Epoch 258/1000
148/148 [==============================] - 0s 61us/step - loss: 59089.2981 - mean_absolute_error: 205.3742 - val_loss: 105587.0244 - val_mean_absolute_error: 302.9076
Epoch 259/1000
148/148 [==============================] - 0s 74us/step - loss: 59051.7138 - mean_absolute_error: 205.3114 - val_loss: 105537.3944 - val_mean_absolute_error: 302.8329
Epoch 260/1000
148/148 [==============================] - 0s 61us/step - loss: 59018.8255 - mean_absolute_error: 205.2404 - val_loss: 105482.0522 - val_mean_absolute_error: 302.7503
Epoch 261/1000
148/148 [==============================] - 0s 68us/step - loss: 58983.1227 - mean_absolute_error: 205.2089 - val_loss: 105428.7916 - val_mean_absolute_error: 302.6701
Epoch 262/1000
148/148 [==============================] - 0s 74us/step - loss: 58948.1473 - mean_absolute_error: 205.1430 - val_loss: 105374.2366 - val_mean_absolute_error: 302.5875
Epoch 263/1000
148/148 [==============================] - 0s 68us/step - loss: 58912.1881 - mean_absolute_error: 205.0557 - val_loss: 105316.9647 - val_mean_absolute_error: 302.5021
Epoch 264/1000
148/148 [==============================] - 0s 61us/step - loss: 58875.5282 - mean_absolute_error: 205.0267 - val_loss: 105261.1800 - val_mean_absolute_error: 302.4179
Epoch 265/1000
148/148 [==============================] - 0s 74us/step - loss: 58839.3183 - mean_absolute_error: 204.9594 - val_loss: 105204.4378 - val_mean_absolute_error: 302.3321
Epoch 266/1000
148/148 [==============================] - 0s 74us/step - loss: 58802.7317 - mean_absolute_error: 204.8979 - val_loss: 105151.5191 - val_mean_absolute_error: 302.2523
Epoch 267/1000
148/148 [==============================] - 0s 68us/step - loss: 58768.0261 - mean_absolute_error: 204.8309 - val_loss: 105096.0997 - val_mean_absolute_error: 302.1682
Epoch 268/1000
148/148 [==============================] - 0s 61us/step - loss: 58732.2618 - mean_absolute_error: 204.7611 - val_loss: 105040.6556 - val_mean_absolute_error: 302.0847
Epoch 269/1000
148/148 [==============================] - 0s 68us/step - loss: 58695.7588 - mean_absolute_error: 204.6984 - val_loss: 104986.0434 - val_mean_absolute_error: 302.0025
Epoch 270/1000
148/148 [==============================] - 0s 74us/step - loss: 58660.2116 - mean_absolute_error: 204.6527 - val_loss: 104930.5941 - val_mean_absolute_error: 301.9199
Epoch 271/1000
148/148 [==============================] - 0s 68us/step - loss: 58623.3587 - mean_absolute_error: 204.6142 - val_loss: 104872.1788 - val_mean_absolute_error: 301.8312
Epoch 272/1000
148/148 [==============================] - 0s 88us/step - loss: 58586.3817 - mean_absolute_error: 204.5432 - val_loss: 104815.9647 - val_mean_absolute_error: 301.7461
Epoch 273/1000
148/148 [==============================] - 0s 68us/step - loss: 58549.9525 - mean_absolute_error: 204.4691 - val_loss: 104761.8497 - val_mean_absolute_error: 301.6639
Epoch 274/1000
148/148 [==============================] - 0s 61us/step - loss: 58514.4004 - mean_absolute_error: 204.3847 - val_loss: 104707.5794 - val_mean_absolute_error: 301.5809
Epoch 275/1000
148/148 [==============================] - 0s 68us/step - loss: 58480.0834 - mean_absolute_error: 204.2767 - val_loss: 104657.2309 - val_mean_absolute_error: 301.5038
Epoch 276/1000
148/148 [==============================] - 0s 68us/step - loss: 58446.2154 - mean_absolute_error: 204.2004 - val_loss: 104593.9997 - val_mean_absolute_error: 301.4079
Epoch 277/1000
148/148 [==============================] - 0s 61us/step - loss: 58406.8318 - mean_absolute_error: 204.1468 - val_loss: 104543.1991 - val_mean_absolute_error: 301.3306
Epoch 278/1000
148/148 [==============================] - 0s 74us/step - loss: 58372.8729 - mean_absolute_error: 204.0670 - val_loss: 104487.5875 - val_mean_absolute_error: 301.2454
Epoch 279/1000
148/148 [==============================] - 0s 74us/step - loss: 58336.7376 - mean_absolute_error: 203.9582 - val_loss: 104427.6784 - val_mean_absolute_error: 301.1545
Epoch 280/1000
148/148 [==============================] - 0s 68us/step - loss: 58299.6374 - mean_absolute_error: 203.8978 - val_loss: 104373.2681 - val_mean_absolute_error: 301.0719
Epoch 281/1000
148/148 [==============================] - 0s 74us/step - loss: 58263.2455 - mean_absolute_error: 203.8253 - val_loss: 104317.9291 - val_mean_absolute_error: 300.9883
Epoch 282/1000
148/148 [==============================] - 0s 68us/step - loss: 58227.3539 - mean_absolute_error: 203.7649 - val_loss: 104263.3016 - val_mean_absolute_error: 300.9053
Epoch 283/1000
148/148 [==============================] - 0s 68us/step - loss: 58192.0194 - mean_absolute_error: 203.7046 - val_loss: 104212.8541 - val_mean_absolute_error: 300.8281
Epoch 284/1000
148/148 [==============================] - 0s 81us/step - loss: 58158.5031 - mean_absolute_error: 203.6105 - val_loss: 104157.7197 - val_mean_absolute_error: 300.7453
Epoch 285/1000
148/148 [==============================] - 0s 74us/step - loss: 58122.4161 - mean_absolute_error: 203.5682 - val_loss: 104099.6059 - val_mean_absolute_error: 300.6570
Epoch 286/1000
148/148 [==============================] - 0s 61us/step - loss: 58085.1094 - mean_absolute_error: 203.4905 - val_loss: 104047.8559 - val_mean_absolute_error: 300.5786
Epoch 287/1000
148/148 [==============================] - 0s 68us/step - loss: 58050.4463 - mean_absolute_error: 203.4513 - val_loss: 103998.0628 - val_mean_absolute_error: 300.5033
Epoch 288/1000
148/148 [==============================] - 0s 68us/step - loss: 58018.4089 - mean_absolute_error: 203.3823 - val_loss: 103948.7541 - val_mean_absolute_error: 300.4296
Epoch 289/1000
148/148 [==============================] - 0s 68us/step - loss: 57985.7896 - mean_absolute_error: 203.3708 - val_loss: 103896.0481 - val_mean_absolute_error: 300.3493
Epoch 290/1000
148/148 [==============================] - 0s 68us/step - loss: 57951.7723 - mean_absolute_error: 203.2983 - val_loss: 103837.1853 - val_mean_absolute_error: 300.2599
Epoch 291/1000
148/148 [==============================] - 0s 68us/step - loss: 57914.0218 - mean_absolute_error: 203.2246 - val_loss: 103784.0719 - val_mean_absolute_error: 300.1792
Epoch 292/1000
148/148 [==============================] - 0s 68us/step - loss: 57879.2979 - mean_absolute_error: 203.1884 - val_loss: 103726.1356 - val_mean_absolute_error: 300.0908
Epoch 293/1000
148/148 [==============================] - 0s 68us/step - loss: 57842.0318 - mean_absolute_error: 203.0900 - val_loss: 103674.3497 - val_mean_absolute_error: 300.0131
Epoch 294/1000
148/148 [==============================] - 0s 68us/step - loss: 57807.5878 - mean_absolute_error: 203.0730 - val_loss: 103620.7031 - val_mean_absolute_error: 299.9307
Epoch 295/1000
148/148 [==============================] - 0s 68us/step - loss: 57773.0977 - mean_absolute_error: 202.9937 - val_loss: 103566.5363 - val_mean_absolute_error: 299.8482
Epoch 296/1000
148/148 [==============================] - 0s 68us/step - loss: 57738.1658 - mean_absolute_error: 202.9313 - val_loss: 103507.0500 - val_mean_absolute_error: 299.7576
Epoch 297/1000
148/148 [==============================] - 0s 68us/step - loss: 57699.8935 - mean_absolute_error: 202.8459 - val_loss: 103445.1313 - val_mean_absolute_error: 299.6633
Epoch 298/1000
148/148 [==============================] - 0s 61us/step - loss: 57661.1303 - mean_absolute_error: 202.7776 - val_loss: 103390.9303 - val_mean_absolute_error: 299.5805
Epoch 299/1000
148/148 [==============================] - 0s 61us/step - loss: 57625.9148 - mean_absolute_error: 202.7134 - val_loss: 103341.5728 - val_mean_absolute_error: 299.5060
Epoch 300/1000
148/148 [==============================] - 0s 81us/step - loss: 57592.9766 - mean_absolute_error: 202.6760 - val_loss: 103288.9922 - val_mean_absolute_error: 299.4256
Epoch 301/1000
148/148 [==============================] - 0s 61us/step - loss: 57558.5992 - mean_absolute_error: 202.6171 - val_loss: 103237.2759 - val_mean_absolute_error: 299.3468
Epoch 302/1000
148/148 [==============================] - 0s 68us/step - loss: 57524.7231 - mean_absolute_error: 202.5425 - val_loss: 103178.5825 - val_mean_absolute_error: 299.2562
Epoch 303/1000
148/148 [==============================] - 0s 68us/step - loss: 57487.3368 - mean_absolute_error: 202.4451 - val_loss: 103120.3756 - val_mean_absolute_error: 299.1671
Epoch 304/1000
148/148 [==============================] - 0s 68us/step - loss: 57451.1130 - mean_absolute_error: 202.3800 - val_loss: 103064.8641 - val_mean_absolute_error: 299.0832
Epoch 305/1000
148/148 [==============================] - 0s 81us/step - loss: 57414.2524 - mean_absolute_error: 202.3452 - val_loss: 103014.8041 - val_mean_absolute_error: 299.0067
Epoch 306/1000
148/148 [==============================] - 0s 74us/step - loss: 57382.0381 - mean_absolute_error: 202.2987 - val_loss: 102960.7828 - val_mean_absolute_error: 298.9238
Epoch 307/1000
148/148 [==============================] - 0s 74us/step - loss: 57346.5928 - mean_absolute_error: 202.2245 - val_loss: 102905.4069 - val_mean_absolute_error: 298.8385
Epoch 308/1000
148/148 [==============================] - 0s 68us/step - loss: 57310.7614 - mean_absolute_error: 202.1452 - val_loss: 102850.4878 - val_mean_absolute_error: 298.7539
Epoch 309/1000
148/148 [==============================] - 0s 74us/step - loss: 57274.9440 - mean_absolute_error: 202.0495 - val_loss: 102792.5184 - val_mean_absolute_error: 298.6648
Epoch 310/1000
148/148 [==============================] - 0s 74us/step - loss: 57238.0586 - mean_absolute_error: 201.9691 - val_loss: 102738.8547 - val_mean_absolute_error: 298.5820
Epoch 311/1000
148/148 [==============================] - 0s 61us/step - loss: 57204.6916 - mean_absolute_error: 201.9074 - val_loss: 102682.4734 - val_mean_absolute_error: 298.4948
Epoch 312/1000
148/148 [==============================] - 0s 74us/step - loss: 57166.8164 - mean_absolute_error: 201.7994 - val_loss: 102626.3212 - val_mean_absolute_error: 298.4086
Epoch 313/1000
148/148 [==============================] - 0s 74us/step - loss: 57131.4961 - mean_absolute_error: 201.7393 - val_loss: 102572.1928 - val_mean_absolute_error: 298.3252
Epoch 314/1000
148/148 [==============================] - 0s 61us/step - loss: 57097.2494 - mean_absolute_error: 201.6607 - val_loss: 102519.8597 - val_mean_absolute_error: 298.2451
Epoch 315/1000
148/148 [==============================] - 0s 74us/step - loss: 57062.1056 - mean_absolute_error: 201.6119 - val_loss: 102463.0550 - val_mean_absolute_error: 298.1579
Epoch 316/1000
148/148 [==============================] - 0s 68us/step - loss: 57026.3274 - mean_absolute_error: 201.5273 - val_loss: 102405.1819 - val_mean_absolute_error: 298.0692
Epoch 317/1000
148/148 [==============================] - 0s 61us/step - loss: 56989.2880 - mean_absolute_error: 201.4884 - val_loss: 102352.0741 - val_mean_absolute_error: 297.9878
Epoch 318/1000
148/148 [==============================] - 0s 74us/step - loss: 56955.8584 - mean_absolute_error: 201.3972 - val_loss: 102300.4269 - val_mean_absolute_error: 297.9079
Epoch 319/1000
148/148 [==============================] - 0s 74us/step - loss: 56920.6340 - mean_absolute_error: 201.3195 - val_loss: 102244.7234 - val_mean_absolute_error: 297.8228
Epoch 320/1000
148/148 [==============================] - 0s 74us/step - loss: 56884.4314 - mean_absolute_error: 201.2541 - val_loss: 102190.8769 - val_mean_absolute_error: 297.7401
Epoch 321/1000
148/148 [==============================] - 0s 74us/step - loss: 56850.9187 - mean_absolute_error: 201.2403 - val_loss: 102136.6000 - val_mean_absolute_error: 297.6568
Epoch 322/1000
148/148 [==============================] - 0s 61us/step - loss: 56814.9208 - mean_absolute_error: 201.1493 - val_loss: 102086.8284 - val_mean_absolute_error: 297.5811
Epoch 323/1000
148/148 [==============================] - 0s 81us/step - loss: 56783.6528 - mean_absolute_error: 201.0572 - val_loss: 102026.0309 - val_mean_absolute_error: 297.4886
Epoch 324/1000
148/148 [==============================] - 0s 68us/step - loss: 56744.0590 - mean_absolute_error: 200.9863 - val_loss: 101972.8319 - val_mean_absolute_error: 297.4078
Epoch 325/1000
148/148 [==============================] - 0s 81us/step - loss: 56709.3900 - mean_absolute_error: 200.9292 - val_loss: 101921.1628 - val_mean_absolute_error: 297.3298
Epoch 326/1000
148/148 [==============================] - 0s 81us/step - loss: 56676.0698 - mean_absolute_error: 200.8846 - val_loss: 101862.1616 - val_mean_absolute_error: 297.2401
Epoch 327/1000
148/148 [==============================] - 0s 68us/step - loss: 56638.5404 - mean_absolute_error: 200.8210 - val_loss: 101808.4059 - val_mean_absolute_error: 297.1584
Epoch 328/1000
148/148 [==============================] - 0s 68us/step - loss: 56604.3202 - mean_absolute_error: 200.7700 - val_loss: 101758.9816 - val_mean_absolute_error: 297.0837
Epoch 329/1000
148/148 [==============================] - 0s 74us/step - loss: 56571.1849 - mean_absolute_error: 200.6809 - val_loss: 101707.6109 - val_mean_absolute_error: 297.0061
Epoch 330/1000
148/148 [==============================] - 0s 74us/step - loss: 56537.6942 - mean_absolute_error: 200.6388 - val_loss: 101648.3528 - val_mean_absolute_error: 296.9160
Epoch 331/1000
148/148 [==============================] - 0s 61us/step - loss: 56500.1776 - mean_absolute_error: 200.5716 - val_loss: 101596.1334 - val_mean_absolute_error: 296.8359
Epoch 332/1000
148/148 [==============================] - 0s 81us/step - loss: 56466.0084 - mean_absolute_error: 200.4824 - val_loss: 101541.9128 - val_mean_absolute_error: 296.7536
Epoch 333/1000
148/148 [==============================] - 0s 81us/step - loss: 56432.4644 - mean_absolute_error: 200.4189 - val_loss: 101485.8578 - val_mean_absolute_error: 296.6684
Epoch 334/1000
148/148 [==============================] - 0s 74us/step - loss: 56396.0095 - mean_absolute_error: 200.3416 - val_loss: 101430.0572 - val_mean_absolute_error: 296.5829
Epoch 335/1000
148/148 [==============================] - 0s 68us/step - loss: 56359.9389 - mean_absolute_error: 200.2584 - val_loss: 101375.3791 - val_mean_absolute_error: 296.4999
Epoch 336/1000
148/148 [==============================] - 0s 74us/step - loss: 56325.4444 - mean_absolute_error: 200.1629 - val_loss: 101327.4566 - val_mean_absolute_error: 296.4273
Epoch 337/1000
148/148 [==============================] - 0s 61us/step - loss: 56292.4974 - mean_absolute_error: 200.1446 - val_loss: 101269.4416 - val_mean_absolute_error: 296.3391
Epoch 338/1000
148/148 [==============================] - 0s 74us/step - loss: 56255.7070 - mean_absolute_error: 200.0784 - val_loss: 101219.5066 - val_mean_absolute_error: 296.2640
Epoch 339/1000
148/148 [==============================] - 0s 74us/step - loss: 56222.8341 - mean_absolute_error: 199.9838 - val_loss: 101168.5550 - val_mean_absolute_error: 296.1864
Epoch 340/1000
148/148 [==============================] - 0s 68us/step - loss: 56190.0576 - mean_absolute_error: 199.9337 - val_loss: 101114.9647 - val_mean_absolute_error: 296.1048
Epoch 341/1000
148/148 [==============================] - 0s 74us/step - loss: 56156.5013 - mean_absolute_error: 199.8439 - val_loss: 101063.8159 - val_mean_absolute_error: 296.0283
Epoch 342/1000
148/148 [==============================] - 0s 88us/step - loss: 56121.5398 - mean_absolute_error: 199.8204 - val_loss: 101001.3319 - val_mean_absolute_error: 295.9334
Epoch 343/1000
148/148 [==============================] - 0s 74us/step - loss: 56083.1273 - mean_absolute_error: 199.7452 - val_loss: 100945.9378 - val_mean_absolute_error: 295.8489
Epoch 344/1000
148/148 [==============================] - 0s 61us/step - loss: 56048.3163 - mean_absolute_error: 199.6998 - val_loss: 100903.6003 - val_mean_absolute_error: 295.7849
Epoch 345/1000
148/148 [==============================] - 0s 68us/step - loss: 56019.5954 - mean_absolute_error: 199.6004 - val_loss: 100848.0516 - val_mean_absolute_error: 295.7005
Epoch 346/1000
148/148 [==============================] - 0s 68us/step - loss: 55983.2833 - mean_absolute_error: 199.5567 - val_loss: 100795.5103 - val_mean_absolute_error: 295.6210
Epoch 347/1000
148/148 [==============================] - 0s 61us/step - loss: 55948.9769 - mean_absolute_error: 199.4747 - val_loss: 100738.2456 - val_mean_absolute_error: 295.5331
Epoch 348/1000
148/148 [==============================] - 0s 61us/step - loss: 55912.7431 - mean_absolute_error: 199.4341 - val_loss: 100685.8163 - val_mean_absolute_error: 295.4511
Epoch 349/1000
148/148 [==============================] - 0s 68us/step - loss: 55878.0491 - mean_absolute_error: 199.3840 - val_loss: 100635.6172 - val_mean_absolute_error: 295.3740
Epoch 350/1000
148/148 [==============================] - 0s 61us/step - loss: 55845.8596 - mean_absolute_error: 199.3178 - val_loss: 100581.5106 - val_mean_absolute_error: 295.2898
Epoch 351/1000
148/148 [==============================] - 0s 61us/step - loss: 55810.1133 - mean_absolute_error: 199.2646 - val_loss: 100528.3341 - val_mean_absolute_error: 295.2090
Epoch 352/1000
148/148 [==============================] - 0s 68us/step - loss: 55775.7641 - mean_absolute_error: 199.1644 - val_loss: 100469.0756 - val_mean_absolute_error: 295.1179
Epoch 353/1000
148/148 [==============================] - 0s 61us/step - loss: 55737.5925 - mean_absolute_error: 199.1343 - val_loss: 100423.7584 - val_mean_absolute_error: 295.0486
Epoch 354/1000
148/148 [==============================] - 0s 74us/step - loss: 55708.3505 - mean_absolute_error: 199.0831 - val_loss: 100366.4503 - val_mean_absolute_error: 294.9608
Epoch 355/1000
148/148 [==============================] - 0s 74us/step - loss: 55671.6370 - mean_absolute_error: 199.0225 - val_loss: 100316.0094 - val_mean_absolute_error: 294.8839
Epoch 356/1000
148/148 [==============================] - 0s 61us/step - loss: 55638.9683 - mean_absolute_error: 198.9766 - val_loss: 100265.0572 - val_mean_absolute_error: 294.8065
Epoch 357/1000
148/148 [==============================] - 0s 68us/step - loss: 55605.6835 - mean_absolute_error: 198.8862 - val_loss: 100213.8737 - val_mean_absolute_error: 294.7278
Epoch 358/1000
148/148 [==============================] - 0s 61us/step - loss: 55572.1574 - mean_absolute_error: 198.8268 - val_loss: 100158.2334 - val_mean_absolute_error: 294.6425
Epoch 359/1000
148/148 [==============================] - 0s 74us/step - loss: 55536.5210 - mean_absolute_error: 198.7606 - val_loss: 100096.8000 - val_mean_absolute_error: 294.5475
Epoch 360/1000
148/148 [==============================] - 0s 68us/step - loss: 55498.1815 - mean_absolute_error: 198.6779 - val_loss: 100043.2141 - val_mean_absolute_error: 294.4657
Epoch 361/1000
148/148 [==============================] - 0s 61us/step - loss: 55464.6923 - mean_absolute_error: 198.6262 - val_loss: 99994.9459 - val_mean_absolute_error: 294.3920
Epoch 362/1000
148/148 [==============================] - 0s 68us/step - loss: 55433.0690 - mean_absolute_error: 198.5397 - val_loss: 99938.6566 - val_mean_absolute_error: 294.3060
Epoch 363/1000
148/148 [==============================] - 0s 61us/step - loss: 55397.0936 - mean_absolute_error: 198.4735 - val_loss: 99889.2353 - val_mean_absolute_error: 294.2297
Epoch 364/1000
148/148 [==============================] - 0s 61us/step - loss: 55364.4663 - mean_absolute_error: 198.4147 - val_loss: 99840.9919 - val_mean_absolute_error: 294.1570
Epoch 365/1000
148/148 [==============================] - 0s 68us/step - loss: 55333.4538 - mean_absolute_error: 198.3227 - val_loss: 99788.2462 - val_mean_absolute_error: 294.0771
Epoch 366/1000
148/148 [==============================] - 0s 68us/step - loss: 55298.5696 - mean_absolute_error: 198.2707 - val_loss: 99731.2494 - val_mean_absolute_error: 293.9903
Epoch 367/1000
148/148 [==============================] - 0s 68us/step - loss: 55262.0154 - mean_absolute_error: 198.1890 - val_loss: 99677.1869 - val_mean_absolute_error: 293.9077
Epoch 368/1000
148/148 [==============================] - 0s 68us/step - loss: 55228.0790 - mean_absolute_error: 198.1265 - val_loss: 99623.4778 - val_mean_absolute_error: 293.8250
Epoch 369/1000
148/148 [==============================] - 0s 81us/step - loss: 55193.7874 - mean_absolute_error: 198.0661 - val_loss: 99570.9106 - val_mean_absolute_error: 293.7448
Epoch 370/1000
148/148 [==============================] - 0s 88us/step - loss: 55159.9296 - mean_absolute_error: 197.9670 - val_loss: 99515.2359 - val_mean_absolute_error: 293.6596
Epoch 371/1000
148/148 [==============================] - 0s 68us/step - loss: 55124.3586 - mean_absolute_error: 197.9185 - val_loss: 99462.1772 - val_mean_absolute_error: 293.5775
Epoch 372/1000
148/148 [==============================] - 0s 68us/step - loss: 55090.2120 - mean_absolute_error: 197.8226 - val_loss: 99407.2403 - val_mean_absolute_error: 293.4930
Epoch 373/1000
148/148 [==============================] - 0s 68us/step - loss: 55055.0061 - mean_absolute_error: 197.7780 - val_loss: 99350.3397 - val_mean_absolute_error: 293.4056
Epoch 374/1000
148/148 [==============================] - 0s 68us/step - loss: 55019.7400 - mean_absolute_error: 197.6619 - val_loss: 99299.9719 - val_mean_absolute_error: 293.3293
Epoch 375/1000
148/148 [==============================] - 0s 61us/step - loss: 54986.9238 - mean_absolute_error: 197.5876 - val_loss: 99246.9972 - val_mean_absolute_error: 293.2479
Epoch 376/1000
148/148 [==============================] - 0s 68us/step - loss: 54952.5097 - mean_absolute_error: 197.5370 - val_loss: 99198.8725 - val_mean_absolute_error: 293.1728
Epoch 377/1000
148/148 [==============================] - 0s 61us/step - loss: 54920.9371 - mean_absolute_error: 197.4602 - val_loss: 99146.9153 - val_mean_absolute_error: 293.0925
Epoch 378/1000
148/148 [==============================] - 0s 68us/step - loss: 54886.4914 - mean_absolute_error: 197.4336 - val_loss: 99089.3719 - val_mean_absolute_error: 293.0035
Epoch 379/1000
148/148 [==============================] - 0s 74us/step - loss: 54850.1408 - mean_absolute_error: 197.3618 - val_loss: 99036.3800 - val_mean_absolute_error: 292.9222
Epoch 380/1000
148/148 [==============================] - 0s 74us/step - loss: 54816.4952 - mean_absolute_error: 197.2882 - val_loss: 98981.0287 - val_mean_absolute_error: 292.8368
Epoch 381/1000
148/148 [==============================] - 0s 68us/step - loss: 54782.1424 - mean_absolute_error: 197.2088 - val_loss: 98924.6247 - val_mean_absolute_error: 292.7497
Epoch 382/1000
148/148 [==============================] - 0s 61us/step - loss: 54745.9003 - mean_absolute_error: 197.1244 - val_loss: 98875.3141 - val_mean_absolute_error: 292.6733
Epoch 383/1000
148/148 [==============================] - 0s 61us/step - loss: 54714.1200 - mean_absolute_error: 197.0917 - val_loss: 98824.9175 - val_mean_absolute_error: 292.5944
Epoch 384/1000
148/148 [==============================] - 0s 61us/step - loss: 54681.4291 - mean_absolute_error: 197.0067 - val_loss: 98769.6116 - val_mean_absolute_error: 292.5095
Epoch 385/1000
148/148 [==============================] - 0s 74us/step - loss: 54646.7747 - mean_absolute_error: 196.9755 - val_loss: 98711.5453 - val_mean_absolute_error: 292.4190
Epoch 386/1000
148/148 [==============================] - 0s 61us/step - loss: 54609.3208 - mean_absolute_error: 196.8896 - val_loss: 98655.8644 - val_mean_absolute_error: 292.3324
Epoch 387/1000
148/148 [==============================] - 0s 68us/step - loss: 54573.8992 - mean_absolute_error: 196.8305 - val_loss: 98607.3244 - val_mean_absolute_error: 292.2578
Epoch 388/1000
148/148 [==============================] - 0s 68us/step - loss: 54541.9339 - mean_absolute_error: 196.7931 - val_loss: 98553.4466 - val_mean_absolute_error: 292.1746
Epoch 389/1000
148/148 [==============================] - 0s 68us/step - loss: 54508.6810 - mean_absolute_error: 196.7449 - val_loss: 98504.7028 - val_mean_absolute_error: 292.0990
Epoch 390/1000
148/148 [==============================] - 0s 68us/step - loss: 54476.3882 - mean_absolute_error: 196.7216 - val_loss: 98453.8978 - val_mean_absolute_error: 292.0203
Epoch 391/1000
148/148 [==============================] - 0s 68us/step - loss: 54443.4714 - mean_absolute_error: 196.6452 - val_loss: 98397.6709 - val_mean_absolute_error: 291.9331
Epoch 392/1000
148/148 [==============================] - 0s 81us/step - loss: 54408.8559 - mean_absolute_error: 196.5822 - val_loss: 98347.7009 - val_mean_absolute_error: 291.8568
Epoch 393/1000
148/148 [==============================] - 0s 74us/step - loss: 54375.8568 - mean_absolute_error: 196.5078 - val_loss: 98297.7728 - val_mean_absolute_error: 291.7802
Epoch 394/1000
148/148 [==============================] - 0s 61us/step - loss: 54343.2455 - mean_absolute_error: 196.4659 - val_loss: 98244.0781 - val_mean_absolute_error: 291.6973
Epoch 395/1000
148/148 [==============================] - 0s 74us/step - loss: 54310.1982 - mean_absolute_error: 196.3901 - val_loss: 98193.5784 - val_mean_absolute_error: 291.6189
Epoch 396/1000
148/148 [==============================] - 0s 61us/step - loss: 54276.2305 - mean_absolute_error: 196.3798 - val_loss: 98139.3053 - val_mean_absolute_error: 291.5344
Epoch 397/1000
148/148 [==============================] - 0s 61us/step - loss: 54241.8356 - mean_absolute_error: 196.3118 - val_loss: 98084.6372 - val_mean_absolute_error: 291.4496
Epoch 398/1000
148/148 [==============================] - 0s 61us/step - loss: 54206.7043 - mean_absolute_error: 196.2398 - val_loss: 98030.2513 - val_mean_absolute_error: 291.3652
Epoch 399/1000
148/148 [==============================] - 0s 68us/step - loss: 54172.3136 - mean_absolute_error: 196.1737 - val_loss: 97971.7456 - val_mean_absolute_error: 291.2743
Epoch 400/1000
148/148 [==============================] - 0s 68us/step - loss: 54135.5197 - mean_absolute_error: 196.0976 - val_loss: 97922.6372 - val_mean_absolute_error: 291.1984
Epoch 401/1000
148/148 [==============================] - 0s 81us/step - loss: 54102.9984 - mean_absolute_error: 196.0542 - val_loss: 97867.7766 - val_mean_absolute_error: 291.1137
Epoch 402/1000
148/148 [==============================] - 0s 61us/step - loss: 54069.7923 - mean_absolute_error: 196.0118 - val_loss: 97811.6212 - val_mean_absolute_error: 291.0263
Epoch 403/1000
148/148 [==============================] - 0s 74us/step - loss: 54033.0349 - mean_absolute_error: 195.9485 - val_loss: 97763.2659 - val_mean_absolute_error: 290.9515
Epoch 404/1000
148/148 [==============================] - 0s 68us/step - loss: 54001.6185 - mean_absolute_error: 195.8445 - val_loss: 97709.1216 - val_mean_absolute_error: 290.8678
Epoch 405/1000
148/148 [==============================] - 0s 81us/step - loss: 53967.5370 - mean_absolute_error: 195.7923 - val_loss: 97657.9009 - val_mean_absolute_error: 290.7884
Epoch 406/1000
148/148 [==============================] - 0s 61us/step - loss: 53935.4505 - mean_absolute_error: 195.7171 - val_loss: 97610.2834 - val_mean_absolute_error: 290.7146
Epoch 407/1000
148/148 [==============================] - 0s 61us/step - loss: 53903.2195 - mean_absolute_error: 195.6691 - val_loss: 97560.8378 - val_mean_absolute_error: 290.6375
Epoch 408/1000
148/148 [==============================] - 0s 68us/step - loss: 53871.9594 - mean_absolute_error: 195.5695 - val_loss: 97507.9312 - val_mean_absolute_error: 290.5546
Epoch 409/1000
148/148 [==============================] - 0s 61us/step - loss: 53837.6283 - mean_absolute_error: 195.5557 - val_loss: 97457.4100 - val_mean_absolute_error: 290.4760
Epoch 410/1000
148/148 [==============================] - 0s 74us/step - loss: 53805.4200 - mean_absolute_error: 195.4944 - val_loss: 97401.4756 - val_mean_absolute_error: 290.3888
Epoch 411/1000
148/148 [==============================] - 0s 74us/step - loss: 53770.3385 - mean_absolute_error: 195.4167 - val_loss: 97350.0894 - val_mean_absolute_error: 290.3092
Epoch 412/1000
148/148 [==============================] - 0s 81us/step - loss: 53737.0501 - mean_absolute_error: 195.3527 - val_loss: 97297.1978 - val_mean_absolute_error: 290.2266
Epoch 413/1000
148/148 [==============================] - 0s 74us/step - loss: 53703.2371 - mean_absolute_error: 195.2787 - val_loss: 97238.1944 - val_mean_absolute_error: 290.1349
Epoch 414/1000
148/148 [==============================] - 0s 68us/step - loss: 53667.3610 - mean_absolute_error: 195.2188 - val_loss: 97182.8803 - val_mean_absolute_error: 290.0482
Epoch 415/1000
148/148 [==============================] - 0s 68us/step - loss: 53631.2665 - mean_absolute_error: 195.1472 - val_loss: 97132.6138 - val_mean_absolute_error: 289.9697
Epoch 416/1000
148/148 [==============================] - 0s 74us/step - loss: 53599.6518 - mean_absolute_error: 195.0714 - val_loss: 97077.5316 - val_mean_absolute_error: 289.8831
Epoch 417/1000
148/148 [==============================] - 0s 74us/step - loss: 53565.3280 - mean_absolute_error: 195.0172 - val_loss: 97031.1953 - val_mean_absolute_error: 289.8117
Epoch 418/1000
148/148 [==============================] - 0s 61us/step - loss: 53533.8272 - mean_absolute_error: 194.9395 - val_loss: 96984.5106 - val_mean_absolute_error: 289.7390
Epoch 419/1000
148/148 [==============================] - 0s 88us/step - loss: 53503.5097 - mean_absolute_error: 194.8487 - val_loss: 96935.2941 - val_mean_absolute_error: 289.6626
Epoch 420/1000
148/148 [==============================] - 0s 88us/step - loss: 53471.2972 - mean_absolute_error: 194.7328 - val_loss: 96882.5566 - val_mean_absolute_error: 289.5799
Epoch 421/1000
148/148 [==============================] - 0s 74us/step - loss: 53437.5245 - mean_absolute_error: 194.7033 - val_loss: 96829.5506 - val_mean_absolute_error: 289.4963
Epoch 422/1000
148/148 [==============================] - 0s 61us/step - loss: 53403.9043 - mean_absolute_error: 194.6439 - val_loss: 96774.8919 - val_mean_absolute_error: 289.4109
Epoch 423/1000
148/148 [==============================] - 0s 74us/step - loss: 53368.7127 - mean_absolute_error: 194.5860 - val_loss: 96720.5297 - val_mean_absolute_error: 289.3257
Epoch 424/1000
148/148 [==============================] - 0s 61us/step - loss: 53334.4552 - mean_absolute_error: 194.5241 - val_loss: 96664.1484 - val_mean_absolute_error: 289.2360
Epoch 425/1000
148/148 [==============================] - 0s 61us/step - loss: 53298.7639 - mean_absolute_error: 194.4449 - val_loss: 96617.6800 - val_mean_absolute_error: 289.1637
Epoch 426/1000
148/148 [==============================] - 0s 74us/step - loss: 53267.6065 - mean_absolute_error: 194.3837 - val_loss: 96558.8091 - val_mean_absolute_error: 289.0694
Epoch 427/1000
148/148 [==============================] - 0s 74us/step - loss: 53230.9312 - mean_absolute_error: 194.3364 - val_loss: 96508.8247 - val_mean_absolute_error: 288.9915
Epoch 428/1000
148/148 [==============================] - 0s 61us/step - loss: 53198.9406 - mean_absolute_error: 194.2485 - val_loss: 96458.1981 - val_mean_absolute_error: 288.9120
Epoch 429/1000
148/148 [==============================] - 0s 61us/step - loss: 53167.8326 - mean_absolute_error: 194.1846 - val_loss: 96404.1959 - val_mean_absolute_error: 288.8273
Epoch 430/1000
148/148 [==============================] - 0s 68us/step - loss: 53131.7029 - mean_absolute_error: 194.1250 - val_loss: 96360.9731 - val_mean_absolute_error: 288.7600
Epoch 431/1000
148/148 [==============================] - 0s 74us/step - loss: 53103.4617 - mean_absolute_error: 194.0303 - val_loss: 96310.8453 - val_mean_absolute_error: 288.6798
Epoch 432/1000
148/148 [==============================] - 0s 68us/step - loss: 53071.3566 - mean_absolute_error: 194.0103 - val_loss: 96256.3294 - val_mean_absolute_error: 288.5940
Epoch 433/1000
148/148 [==============================] - 0s 122us/step - loss: 53037.5136 - mean_absolute_error: 193.9363 - val_loss: 96208.2366 - val_mean_absolute_error: 288.5187
Epoch 434/1000
148/148 [==============================] - 0s 68us/step - loss: 53006.0728 - mean_absolute_error: 193.8445 - val_loss: 96156.1066 - val_mean_absolute_error: 288.4367
Epoch 435/1000
148/148 [==============================] - 0s 61us/step - loss: 52973.5370 - mean_absolute_error: 193.7826 - val_loss: 96102.1675 - val_mean_absolute_error: 288.3514
Epoch 436/1000
148/148 [==============================] - 0s 74us/step - loss: 52938.9128 - mean_absolute_error: 193.7616 - val_loss: 96047.3478 - val_mean_absolute_error: 288.2648
Epoch 437/1000
148/148 [==============================] - 0s 68us/step - loss: 52904.1615 - mean_absolute_error: 193.7299 - val_loss: 95990.0728 - val_mean_absolute_error: 288.1735
Epoch 438/1000
148/148 [==============================] - 0s 68us/step - loss: 52868.5886 - mean_absolute_error: 193.6754 - val_loss: 95942.6009 - val_mean_absolute_error: 288.0991
Epoch 439/1000
148/148 [==============================] - 0s 61us/step - loss: 52838.3221 - mean_absolute_error: 193.6036 - val_loss: 95897.2547 - val_mean_absolute_error: 288.0274
Epoch 440/1000
148/148 [==============================] - 0s 68us/step - loss: 52808.2258 - mean_absolute_error: 193.5234 - val_loss: 95846.3200 - val_mean_absolute_error: 287.9478
Epoch 441/1000
148/148 [==============================] - 0s 68us/step - loss: 52776.2647 - mean_absolute_error: 193.4786 - val_loss: 95800.3072 - val_mean_absolute_error: 287.8755
Epoch 442/1000
148/148 [==============================] - 0s 68us/step - loss: 52747.5678 - mean_absolute_error: 193.3970 - val_loss: 95744.6519 - val_mean_absolute_error: 287.7881
Epoch 443/1000
148/148 [==============================] - 0s 68us/step - loss: 52710.9069 - mean_absolute_error: 193.3342 - val_loss: 95690.3772 - val_mean_absolute_error: 287.7017
Epoch 444/1000
148/148 [==============================] - 0s 61us/step - loss: 52677.1454 - mean_absolute_error: 193.2702 - val_loss: 95638.4784 - val_mean_absolute_error: 287.6196
Epoch 445/1000
148/148 [==============================] - 0s 74us/step - loss: 52643.1523 - mean_absolute_error: 193.1870 - val_loss: 95585.6831 - val_mean_absolute_error: 287.5363
Epoch 446/1000
148/148 [==============================] - 0s 61us/step - loss: 52609.9054 - mean_absolute_error: 193.1208 - val_loss: 95532.3712 - val_mean_absolute_error: 287.4531
Epoch 447/1000
148/148 [==============================] - 0s 68us/step - loss: 52577.1782 - mean_absolute_error: 193.0534 - val_loss: 95484.8250 - val_mean_absolute_error: 287.3787
Epoch 448/1000
148/148 [==============================] - 0s 61us/step - loss: 52544.4987 - mean_absolute_error: 192.9347 - val_loss: 95432.8841 - val_mean_absolute_error: 287.2962
Epoch 449/1000
148/148 [==============================] - 0s 68us/step - loss: 52512.3483 - mean_absolute_error: 192.8909 - val_loss: 95374.6809 - val_mean_absolute_error: 287.2048
Epoch 450/1000
148/148 [==============================] - 0s 68us/step - loss: 52476.9571 - mean_absolute_error: 192.8201 - val_loss: 95325.2238 - val_mean_absolute_error: 287.1277
Epoch 451/1000
148/148 [==============================] - 0s 68us/step - loss: 52444.4278 - mean_absolute_error: 192.7603 - val_loss: 95273.4175 - val_mean_absolute_error: 287.0462
Epoch 452/1000
148/148 [==============================] - 0s 61us/step - loss: 52411.7307 - mean_absolute_error: 192.7040 - val_loss: 95228.9003 - val_mean_absolute_error: 286.9768
Epoch 453/1000
148/148 [==============================] - 0s 61us/step - loss: 52382.3201 - mean_absolute_error: 192.5948 - val_loss: 95175.3734 - val_mean_absolute_error: 286.8923
Epoch 454/1000
148/148 [==============================] - 0s 68us/step - loss: 52348.6061 - mean_absolute_error: 192.5136 - val_loss: 95123.6306 - val_mean_absolute_error: 286.8097
Epoch 455/1000
148/148 [==============================] - 0s 68us/step - loss: 52314.9083 - mean_absolute_error: 192.4441 - val_loss: 95074.0350 - val_mean_absolute_error: 286.7323
Epoch 456/1000
148/148 [==============================] - 0s 61us/step - loss: 52283.1118 - mean_absolute_error: 192.3580 - val_loss: 95020.3434 - val_mean_absolute_error: 286.6473
Epoch 457/1000
148/148 [==============================] - 0s 74us/step - loss: 52250.4534 - mean_absolute_error: 192.2908 - val_loss: 94967.3716 - val_mean_absolute_error: 286.5637
Epoch 458/1000
148/148 [==============================] - 0s 68us/step - loss: 52216.6731 - mean_absolute_error: 192.2472 - val_loss: 94912.3906 - val_mean_absolute_error: 286.4771
Epoch 459/1000
148/148 [==============================] - 0s 68us/step - loss: 52181.1339 - mean_absolute_error: 192.1341 - val_loss: 94862.2325 - val_mean_absolute_error: 286.3976
Epoch 460/1000
148/148 [==============================] - 0s 68us/step - loss: 52149.2272 - mean_absolute_error: 192.1121 - val_loss: 94804.8328 - val_mean_absolute_error: 286.3064
Epoch 461/1000
148/148 [==============================] - 0s 68us/step - loss: 52113.5629 - mean_absolute_error: 192.0223 - val_loss: 94764.4619 - val_mean_absolute_error: 286.2414
Epoch 462/1000
148/148 [==============================] - 0s 68us/step - loss: 52087.4511 - mean_absolute_error: 191.9468 - val_loss: 94712.7838 - val_mean_absolute_error: 286.1596
Epoch 463/1000
148/148 [==============================] - 0s 74us/step - loss: 52053.7832 - mean_absolute_error: 191.8608 - val_loss: 94661.9228 - val_mean_absolute_error: 286.0776
Epoch 464/1000
148/148 [==============================] - 0s 74us/step - loss: 52021.8572 - mean_absolute_error: 191.8184 - val_loss: 94608.4353 - val_mean_absolute_error: 285.9927
Epoch 465/1000
148/148 [==============================] - 0s 68us/step - loss: 51987.8085 - mean_absolute_error: 191.7333 - val_loss: 94553.6931 - val_mean_absolute_error: 285.9066
Epoch 466/1000
148/148 [==============================] - 0s 68us/step - loss: 51952.9381 - mean_absolute_error: 191.6576 - val_loss: 94501.5919 - val_mean_absolute_error: 285.8235
Epoch 467/1000
148/148 [==============================] - 0s 74us/step - loss: 51921.8453 - mean_absolute_error: 191.6072 - val_loss: 94447.6978 - val_mean_absolute_error: 285.7382
Epoch 468/1000
148/148 [==============================] - 0s 68us/step - loss: 51885.9070 - mean_absolute_error: 191.5233 - val_loss: 94398.6909 - val_mean_absolute_error: 285.6599
Epoch 469/1000
148/148 [==============================] - 0s 74us/step - loss: 51855.8846 - mean_absolute_error: 191.5007 - val_loss: 94350.3163 - val_mean_absolute_error: 285.5819
Epoch 470/1000
148/148 [==============================] - 0s 68us/step - loss: 51823.6808 - mean_absolute_error: 191.3938 - val_loss: 94295.4044 - val_mean_absolute_error: 285.4946
Epoch 471/1000
148/148 [==============================] - 0s 61us/step - loss: 51788.8106 - mean_absolute_error: 191.3353 - val_loss: 94240.1888 - val_mean_absolute_error: 285.4063
Epoch 472/1000
148/148 [==============================] - 0s 61us/step - loss: 51754.0754 - mean_absolute_error: 191.2801 - val_loss: 94188.8806 - val_mean_absolute_error: 285.3239
Epoch 473/1000
148/148 [==============================] - 0s 68us/step - loss: 51722.2667 - mean_absolute_error: 191.2084 - val_loss: 94136.0134 - val_mean_absolute_error: 285.2393
Epoch 474/1000
148/148 [==============================] - 0s 74us/step - loss: 51688.2716 - mean_absolute_error: 191.1514 - val_loss: 94082.9681 - val_mean_absolute_error: 285.1554
Epoch 475/1000
148/148 [==============================] - 0s 68us/step - loss: 51655.5265 - mean_absolute_error: 191.1238 - val_loss: 94033.3053 - val_mean_absolute_error: 285.0754
Epoch 476/1000
148/148 [==============================] - 0s 88us/step - loss: 51623.0769 - mean_absolute_error: 191.0257 - val_loss: 93984.8362 - val_mean_absolute_error: 284.9984
Epoch 477/1000
148/148 [==============================] - 0s 88us/step - loss: 51591.9313 - mean_absolute_error: 191.0202 - val_loss: 93932.7631 - val_mean_absolute_error: 284.9165
Epoch 478/1000
148/148 [==============================] - 0s 101us/step - loss: 51558.2174 - mean_absolute_error: 190.9188 - val_loss: 93877.3684 - val_mean_absolute_error: 284.8278
Epoch 479/1000
148/148 [==============================] - 0s 88us/step - loss: 51523.7325 - mean_absolute_error: 190.8683 - val_loss: 93828.2253 - val_mean_absolute_error: 284.7491
Epoch 480/1000
148/148 [==============================] - 0s 81us/step - loss: 51491.8430 - mean_absolute_error: 190.8144 - val_loss: 93777.9181 - val_mean_absolute_error: 284.6689
Epoch 481/1000
148/148 [==============================] - 0s 95us/step - loss: 51460.4084 - mean_absolute_error: 190.7568 - val_loss: 93736.1441 - val_mean_absolute_error: 284.6016
Epoch 482/1000
148/148 [==============================] - 0s 108us/step - loss: 51433.1472 - mean_absolute_error: 190.6991 - val_loss: 93689.2234 - val_mean_absolute_error: 284.5270
Epoch 483/1000
148/148 [==============================] - 0s 101us/step - loss: 51402.7562 - mean_absolute_error: 190.6156 - val_loss: 93639.2472 - val_mean_absolute_error: 284.4483
Epoch 484/1000
148/148 [==============================] - 0s 101us/step - loss: 51371.7733 - mean_absolute_error: 190.5441 - val_loss: 93597.2494 - val_mean_absolute_error: 284.3827
Epoch 485/1000
148/148 [==============================] - 0s 74us/step - loss: 51344.1980 - mean_absolute_error: 190.4597 - val_loss: 93540.9572 - val_mean_absolute_error: 284.2926
Epoch 486/1000
148/148 [==============================] - 0s 68us/step - loss: 51307.7014 - mean_absolute_error: 190.3698 - val_loss: 93486.9888 - val_mean_absolute_error: 284.2061
Epoch 487/1000
148/148 [==============================] - 0s 61us/step - loss: 51274.0628 - mean_absolute_error: 190.3055 - val_loss: 93437.3241 - val_mean_absolute_error: 284.1265
Epoch 488/1000
148/148 [==============================] - 0s 81us/step - loss: 51242.2819 - mean_absolute_error: 190.2632 - val_loss: 93389.6525 - val_mean_absolute_error: 284.0508
Epoch 489/1000
148/148 [==============================] - 0s 95us/step - loss: 51213.2943 - mean_absolute_error: 190.1889 - val_loss: 93339.4494 - val_mean_absolute_error: 283.9714
Epoch 490/1000
148/148 [==============================] - 0s 95us/step - loss: 51179.7314 - mean_absolute_error: 190.0949 - val_loss: 93284.3641 - val_mean_absolute_error: 283.8826
Epoch 491/1000
148/148 [==============================] - 0s 108us/step - loss: 51145.6896 - mean_absolute_error: 190.0467 - val_loss: 93237.1553 - val_mean_absolute_error: 283.8072
Epoch 492/1000
148/148 [==============================] - 0s 101us/step - loss: 51116.3197 - mean_absolute_error: 189.9446 - val_loss: 93186.7612 - val_mean_absolute_error: 283.7260
Epoch 493/1000
148/148 [==============================] - 0s 108us/step - loss: 51084.1923 - mean_absolute_error: 189.9100 - val_loss: 93138.1784 - val_mean_absolute_error: 283.6484
Epoch 494/1000
148/148 [==============================] - 0s 95us/step - loss: 51051.9333 - mean_absolute_error: 189.8068 - val_loss: 93079.8150 - val_mean_absolute_error: 283.5545
Epoch 495/1000
148/148 [==============================] - 0s 142us/step - loss: 51016.9359 - mean_absolute_error: 189.7250 - val_loss: 93025.7800 - val_mean_absolute_error: 283.4671
Epoch 496/1000
148/148 [==============================] - 0s 155us/step - loss: 50981.6837 - mean_absolute_error: 189.7196 - val_loss: 92974.3931 - val_mean_absolute_error: 283.3851
Epoch 497/1000
148/148 [==============================] - 0s 142us/step - loss: 50948.8943 - mean_absolute_error: 189.6575 - val_loss: 92922.7219 - val_mean_absolute_error: 283.3018
Epoch 498/1000
148/148 [==============================] - 0s 135us/step - loss: 50915.8841 - mean_absolute_error: 189.6175 - val_loss: 92877.8222 - val_mean_absolute_error: 283.2298
Epoch 499/1000
148/148 [==============================] - 0s 101us/step - loss: 50887.3995 - mean_absolute_error: 189.5677 - val_loss: 92834.6459 - val_mean_absolute_error: 283.1616
Epoch 500/1000
148/148 [==============================] - 0s 115us/step - loss: 50859.3376 - mean_absolute_error: 189.5198 - val_loss: 92792.4812 - val_mean_absolute_error: 283.0949
Epoch 501/1000
148/148 [==============================] - 0s 128us/step - loss: 50833.4894 - mean_absolute_error: 189.4445 - val_loss: 92742.0553 - val_mean_absolute_error: 283.0139
Epoch 502/1000
148/148 [==============================] - 0s 122us/step - loss: 50801.1366 - mean_absolute_error: 189.4060 - val_loss: 92686.1000 - val_mean_absolute_error: 282.9243
Epoch 503/1000
148/148 [==============================] - 0s 88us/step - loss: 50765.3245 - mean_absolute_error: 189.2917 - val_loss: 92637.6719 - val_mean_absolute_error: 282.8457
Epoch 504/1000
148/148 [==============================] - 0s 81us/step - loss: 50734.8908 - mean_absolute_error: 189.2253 - val_loss: 92592.1697 - val_mean_absolute_error: 282.7737
Epoch 505/1000
148/148 [==============================] - 0s 95us/step - loss: 50706.7710 - mean_absolute_error: 189.2007 - val_loss: 92539.0441 - val_mean_absolute_error: 282.6864
Epoch 506/1000
148/148 [==============================] - 0s 142us/step - loss: 50671.0918 - mean_absolute_error: 189.1413 - val_loss: 92488.0516 - val_mean_absolute_error: 282.6041
Epoch 507/1000
148/148 [==============================] - 0s 115us/step - loss: 50640.1331 - mean_absolute_error: 189.1001 - val_loss: 92445.5653 - val_mean_absolute_error: 282.5365
Epoch 508/1000
148/148 [==============================] - 0s 128us/step - loss: 50612.3825 - mean_absolute_error: 189.0218 - val_loss: 92389.5412 - val_mean_absolute_error: 282.4454
Epoch 509/1000
148/148 [==============================] - 0s 115us/step - loss: 50578.1961 - mean_absolute_error: 188.9280 - val_loss: 92337.8294 - val_mean_absolute_error: 282.3624
Epoch 510/1000
148/148 [==============================] - 0s 122us/step - loss: 50544.6207 - mean_absolute_error: 188.8869 - val_loss: 92285.5016 - val_mean_absolute_error: 282.2783
Epoch 511/1000
148/148 [==============================] - 0s 115us/step - loss: 50511.8762 - mean_absolute_error: 188.8098 - val_loss: 92243.8422 - val_mean_absolute_error: 282.2115
Epoch 512/1000
148/148 [==============================] - 0s 135us/step - loss: 50484.8670 - mean_absolute_error: 188.7399 - val_loss: 92190.9350 - val_mean_absolute_error: 282.1259
Epoch 513/1000
148/148 [==============================] - 0s 128us/step - loss: 50452.5717 - mean_absolute_error: 188.7012 - val_loss: 92145.2269 - val_mean_absolute_error: 282.0526
Epoch 514/1000
148/148 [==============================] - 0s 88us/step - loss: 50422.0610 - mean_absolute_error: 188.6024 - val_loss: 92089.8362 - val_mean_absolute_error: 281.9626
Epoch 515/1000
148/148 [==============================] - 0s 108us/step - loss: 50385.8410 - mean_absolute_error: 188.5778 - val_loss: 92038.0309 - val_mean_absolute_error: 281.8789
Epoch 516/1000
148/148 [==============================] - 0s 101us/step - loss: 50353.3916 - mean_absolute_error: 188.5354 - val_loss: 91989.6966 - val_mean_absolute_error: 281.8013
Epoch 517/1000
148/148 [==============================] - 0s 122us/step - loss: 50322.8974 - mean_absolute_error: 188.4452 - val_loss: 91942.5081 - val_mean_absolute_error: 281.7241
Epoch 518/1000
148/148 [==============================] - 0s 128us/step - loss: 50292.4291 - mean_absolute_error: 188.3969 - val_loss: 91893.9947 - val_mean_absolute_error: 281.6456
Epoch 519/1000
148/148 [==============================] - 0s 88us/step - loss: 50261.5872 - mean_absolute_error: 188.3401 - val_loss: 91840.9975 - val_mean_absolute_error: 281.5598
Epoch 520/1000
148/148 [==============================] - 0s 95us/step - loss: 50228.8784 - mean_absolute_error: 188.2896 - val_loss: 91791.4300 - val_mean_absolute_error: 281.4801
Epoch 521/1000
148/148 [==============================] - 0s 101us/step - loss: 50197.3605 - mean_absolute_error: 188.1905 - val_loss: 91737.6950 - val_mean_absolute_error: 281.3924
Epoch 522/1000
148/148 [==============================] - 0s 115us/step - loss: 50162.6971 - mean_absolute_error: 188.1762 - val_loss: 91679.9131 - val_mean_absolute_error: 281.2985
Epoch 523/1000
148/148 [==============================] - 0s 128us/step - loss: 50127.3020 - mean_absolute_error: 188.1041 - val_loss: 91625.5303 - val_mean_absolute_error: 281.2097
Epoch 524/1000
148/148 [==============================] - 0s 101us/step - loss: 50093.7336 - mean_absolute_error: 188.0995 - val_loss: 91578.8084 - val_mean_absolute_error: 281.1341
Epoch 525/1000
148/148 [==============================] - 0s 95us/step - loss: 50063.5778 - mean_absolute_error: 188.0494 - val_loss: 91533.5797 - val_mean_absolute_error: 281.0608
Epoch 526/1000
148/148 [==============================] - 0s 95us/step - loss: 50034.4614 - mean_absolute_error: 188.0024 - val_loss: 91487.5394 - val_mean_absolute_error: 280.9864
Epoch 527/1000
148/148 [==============================] - 0s 95us/step - loss: 50005.3839 - mean_absolute_error: 187.9457 - val_loss: 91434.0300 - val_mean_absolute_error: 280.8996
Epoch 528/1000
148/148 [==============================] - 0s 81us/step - loss: 49972.8655 - mean_absolute_error: 187.8952 - val_loss: 91385.8316 - val_mean_absolute_error: 280.8208
Epoch 529/1000
148/148 [==============================] - 0s 95us/step - loss: 49941.0727 - mean_absolute_error: 187.8031 - val_loss: 91330.1916 - val_mean_absolute_error: 280.7307
Epoch 530/1000
148/148 [==============================] - 0s 101us/step - loss: 49906.4350 - mean_absolute_error: 187.7423 - val_loss: 91281.8759 - val_mean_absolute_error: 280.6523
Epoch 531/1000
148/148 [==============================] - 0s 101us/step - loss: 49875.8512 - mean_absolute_error: 187.6811 - val_loss: 91228.4334 - val_mean_absolute_error: 280.5636
Epoch 532/1000
148/148 [==============================] - 0s 88us/step - loss: 49842.0906 - mean_absolute_error: 187.6542 - val_loss: 91188.8834 - val_mean_absolute_error: 280.4988
Epoch 533/1000
148/148 [==============================] - 0s 81us/step - loss: 49817.1015 - mean_absolute_error: 187.5681 - val_loss: 91134.5866 - val_mean_absolute_error: 280.4104
Epoch 534/1000
148/148 [==============================] - 0s 88us/step - loss: 49783.8373 - mean_absolute_error: 187.5059 - val_loss: 91082.1619 - val_mean_absolute_error: 280.3247
Epoch 535/1000
148/148 [==============================] - 0s 95us/step - loss: 49749.7676 - mean_absolute_error: 187.4930 - val_loss: 91030.7656 - val_mean_absolute_error: 280.2410
Epoch 536/1000
148/148 [==============================] - 0s 88us/step - loss: 49717.8378 - mean_absolute_error: 187.4361 - val_loss: 90984.6884 - val_mean_absolute_error: 280.1659
Epoch 537/1000
148/148 [==============================] - 0s 88us/step - loss: 49688.8246 - mean_absolute_error: 187.3875 - val_loss: 90941.7197 - val_mean_absolute_error: 280.0956
Epoch 538/1000
148/148 [==============================] - 0s 81us/step - loss: 49660.7748 - mean_absolute_error: 187.3339 - val_loss: 90889.6734 - val_mean_absolute_error: 280.0116
Epoch 539/1000
148/148 [==============================] - 0s 81us/step - loss: 49629.0350 - mean_absolute_error: 187.2873 - val_loss: 90841.0813 - val_mean_absolute_error: 279.9325
Epoch 540/1000
148/148 [==============================] - 0s 95us/step - loss: 49598.0057 - mean_absolute_error: 187.2336 - val_loss: 90784.7116 - val_mean_absolute_error: 279.8408
Epoch 541/1000
148/148 [==============================] - 0s 81us/step - loss: 49562.8342 - mean_absolute_error: 187.1712 - val_loss: 90735.9147 - val_mean_absolute_error: 279.7614
Epoch 542/1000
148/148 [==============================] - 0s 81us/step - loss: 49532.5942 - mean_absolute_error: 187.1046 - val_loss: 90691.8197 - val_mean_absolute_error: 279.6910
Epoch 543/1000
148/148 [==============================] - 0s 74us/step - loss: 49504.2713 - mean_absolute_error: 187.0537 - val_loss: 90638.3531 - val_mean_absolute_error: 279.6037
Epoch 544/1000
148/148 [==============================] - 0s 88us/step - loss: 49470.4155 - mean_absolute_error: 186.9971 - val_loss: 90587.2825 - val_mean_absolute_error: 279.5215
Epoch 545/1000
148/148 [==============================] - 0s 68us/step - loss: 49438.6775 - mean_absolute_error: 186.8953 - val_loss: 90543.5653 - val_mean_absolute_error: 279.4493
Epoch 546/1000
148/148 [==============================] - 0s 81us/step - loss: 49410.3332 - mean_absolute_error: 186.8189 - val_loss: 90495.5675 - val_mean_absolute_error: 279.3711
Epoch 547/1000
148/148 [==============================] - 0s 81us/step - loss: 49378.7736 - mean_absolute_error: 186.7333 - val_loss: 90448.9528 - val_mean_absolute_error: 279.2954
Epoch 548/1000
148/148 [==============================] - 0s 81us/step - loss: 49349.0637 - mean_absolute_error: 186.6547 - val_loss: 90400.9228 - val_mean_absolute_error: 279.2178
Epoch 549/1000
148/148 [==============================] - 0s 74us/step - loss: 49318.0145 - mean_absolute_error: 186.5541 - val_loss: 90347.9953 - val_mean_absolute_error: 279.1312
Epoch 550/1000
148/148 [==============================] - 0s 74us/step - loss: 49285.6144 - mean_absolute_error: 186.4963 - val_loss: 90300.4603 - val_mean_absolute_error: 279.0528
Epoch 551/1000
148/148 [==============================] - 0s 88us/step - loss: 49255.3234 - mean_absolute_error: 186.4047 - val_loss: 90248.2972 - val_mean_absolute_error: 278.9674
Epoch 552/1000
148/148 [==============================] - 0s 88us/step - loss: 49222.1269 - mean_absolute_error: 186.3097 - val_loss: 90193.9666 - val_mean_absolute_error: 278.8788
Epoch 553/1000
148/148 [==============================] - 0s 81us/step - loss: 49189.6437 - mean_absolute_error: 186.2208 - val_loss: 90151.3941 - val_mean_absolute_error: 278.8081
Epoch 554/1000
148/148 [==============================] - 0s 74us/step - loss: 49162.0583 - mean_absolute_error: 186.1713 - val_loss: 90100.8194 - val_mean_absolute_error: 278.7270
Epoch 555/1000
148/148 [==============================] - 0s 81us/step - loss: 49129.9122 - mean_absolute_error: 186.0925 - val_loss: 90042.6628 - val_mean_absolute_error: 278.6326
Epoch 556/1000
148/148 [==============================] - 0s 122us/step - loss: 49094.1395 - mean_absolute_error: 186.0362 - val_loss: 89998.6250 - val_mean_absolute_error: 278.5620
Epoch 557/1000
148/148 [==============================] - 0s 88us/step - loss: 49067.6566 - mean_absolute_error: 185.9384 - val_loss: 89957.6534 - val_mean_absolute_error: 278.4964
Epoch 558/1000
148/148 [==============================] - 0s 95us/step - loss: 49039.9292 - mean_absolute_error: 185.8736 - val_loss: 89903.0356 - val_mean_absolute_error: 278.4073
Epoch 559/1000
148/148 [==============================] - 0s 95us/step - loss: 49006.2609 - mean_absolute_error: 185.7972 - val_loss: 89852.7559 - val_mean_absolute_error: 278.3263
Epoch 560/1000
148/148 [==============================] - 0s 88us/step - loss: 48975.3309 - mean_absolute_error: 185.7749 - val_loss: 89804.5338 - val_mean_absolute_error: 278.2485
Epoch 561/1000
148/148 [==============================] - 0s 115us/step - loss: 48943.8713 - mean_absolute_error: 185.7095 - val_loss: 89749.6372 - val_mean_absolute_error: 278.1601
Epoch 562/1000
148/148 [==============================] - 0s 88us/step - loss: 48910.5156 - mean_absolute_error: 185.6693 - val_loss: 89700.0237 - val_mean_absolute_error: 278.0805
Epoch 563/1000
148/148 [==============================] - 0s 95us/step - loss: 48878.9181 - mean_absolute_error: 185.5827 - val_loss: 89654.7516 - val_mean_absolute_error: 278.0072
Epoch 564/1000
148/148 [==============================] - 0s 88us/step - loss: 48851.4531 - mean_absolute_error: 185.5060 - val_loss: 89607.4819 - val_mean_absolute_error: 277.9312
Epoch 565/1000
148/148 [==============================] - 0s 81us/step - loss: 48819.3849 - mean_absolute_error: 185.4238 - val_loss: 89557.2519 - val_mean_absolute_error: 277.8497
Epoch 566/1000
148/148 [==============================] - 0s 74us/step - loss: 48788.1142 - mean_absolute_error: 185.3788 - val_loss: 89508.3659 - val_mean_absolute_error: 277.7708
Epoch 567/1000
148/148 [==============================] - 0s 88us/step - loss: 48757.1249 - mean_absolute_error: 185.3218 - val_loss: 89460.6309 - val_mean_absolute_error: 277.6943
Epoch 568/1000
148/148 [==============================] - 0s 88us/step - loss: 48727.8514 - mean_absolute_error: 185.3169 - val_loss: 89415.8691 - val_mean_absolute_error: 277.6212
Epoch 569/1000
148/148 [==============================] - 0s 95us/step - loss: 48697.8737 - mean_absolute_error: 185.1719 - val_loss: 89359.4878 - val_mean_absolute_error: 277.5299
Epoch 570/1000
148/148 [==============================] - 0s 95us/step - loss: 48663.0049 - mean_absolute_error: 185.1148 - val_loss: 89312.6000 - val_mean_absolute_error: 277.4540
Epoch 571/1000
148/148 [==============================] - 0s 81us/step - loss: 48633.2656 - mean_absolute_error: 185.0450 - val_loss: 89265.6788 - val_mean_absolute_error: 277.3786
Epoch 572/1000
148/148 [==============================] - 0s 81us/step - loss: 48603.1017 - mean_absolute_error: 184.9984 - val_loss: 89214.1016 - val_mean_absolute_error: 277.2950
Epoch 573/1000
148/148 [==============================] - 0s 81us/step - loss: 48570.4249 - mean_absolute_error: 184.9372 - val_loss: 89163.0737 - val_mean_absolute_error: 277.2125
Epoch 574/1000
148/148 [==============================] - 0s 88us/step - loss: 48538.1776 - mean_absolute_error: 184.8429 - val_loss: 89113.1113 - val_mean_absolute_error: 277.1316
Epoch 575/1000
148/148 [==============================] - 0s 95us/step - loss: 48507.3692 - mean_absolute_error: 184.7858 - val_loss: 89068.7156 - val_mean_absolute_error: 277.0606
Epoch 576/1000
148/148 [==============================] - 0s 95us/step - loss: 48480.4312 - mean_absolute_error: 184.6890 - val_loss: 89016.4769 - val_mean_absolute_error: 276.9757
Epoch 577/1000
148/148 [==============================] - 0s 88us/step - loss: 48444.9742 - mean_absolute_error: 184.6673 - val_loss: 88964.0869 - val_mean_absolute_error: 276.8902
Epoch 578/1000
148/148 [==============================] - 0s 95us/step - loss: 48415.1395 - mean_absolute_error: 184.6101 - val_loss: 88915.3525 - val_mean_absolute_error: 276.8110
Epoch 579/1000
148/148 [==============================] - 0s 74us/step - loss: 48380.8766 - mean_absolute_error: 184.5591 - val_loss: 88864.0409 - val_mean_absolute_error: 276.7274
Epoch 580/1000
148/148 [==============================] - 0s 108us/step - loss: 48351.7909 - mean_absolute_error: 184.5095 - val_loss: 88819.5788 - val_mean_absolute_error: 276.6541
Epoch 581/1000
148/148 [==============================] - 0s 81us/step - loss: 48321.2638 - mean_absolute_error: 184.4195 - val_loss: 88766.6506 - val_mean_absolute_error: 276.5677
Epoch 582/1000
148/148 [==============================] - 0s 81us/step - loss: 48287.8323 - mean_absolute_error: 184.3625 - val_loss: 88714.4919 - val_mean_absolute_error: 276.4828
Epoch 583/1000
148/148 [==============================] - 0s 88us/step - loss: 48255.7604 - mean_absolute_error: 184.3070 - val_loss: 88670.2534 - val_mean_absolute_error: 276.4108
Epoch 584/1000
148/148 [==============================] - 0s 95us/step - loss: 48227.6644 - mean_absolute_error: 184.2736 - val_loss: 88618.2563 - val_mean_absolute_error: 276.3250
Epoch 585/1000
148/148 [==============================] - 0s 101us/step - loss: 48194.7975 - mean_absolute_error: 184.2572 - val_loss: 88573.9603 - val_mean_absolute_error: 276.2523
Epoch 586/1000
148/148 [==============================] - 0s 101us/step - loss: 48167.3009 - mean_absolute_error: 184.1542 - val_loss: 88532.8884 - val_mean_absolute_error: 276.1852
Epoch 587/1000
148/148 [==============================] - 0s 108us/step - loss: 48139.6039 - mean_absolute_error: 184.1146 - val_loss: 88483.2713 - val_mean_absolute_error: 276.1054
Epoch 588/1000
148/148 [==============================] - 0s 95us/step - loss: 48108.5253 - mean_absolute_error: 184.0261 - val_loss: 88433.2322 - val_mean_absolute_error: 276.0230
Epoch 589/1000
148/148 [==============================] - 0s 115us/step - loss: 48075.4313 - mean_absolute_error: 183.9949 - val_loss: 88377.8994 - val_mean_absolute_error: 275.9322
Epoch 590/1000
148/148 [==============================] - 0s 155us/step - loss: 48043.0908 - mean_absolute_error: 183.9311 - val_loss: 88329.6331 - val_mean_absolute_error: 275.8533
Epoch 591/1000
148/148 [==============================] - 0s 155us/step - loss: 48011.0878 - mean_absolute_error: 183.8960 - val_loss: 88283.8106 - val_mean_absolute_error: 275.7791
Epoch 592/1000
148/148 [==============================] - 0s 108us/step - loss: 47981.9679 - mean_absolute_error: 183.8351 - val_loss: 88233.8394 - val_mean_absolute_error: 275.6953
Epoch 593/1000
148/148 [==============================] - 0s 128us/step - loss: 47950.6500 - mean_absolute_error: 183.7790 - val_loss: 88184.7569 - val_mean_absolute_error: 275.6142
Epoch 594/1000
148/148 [==============================] - 0s 88us/step - loss: 47919.4628 - mean_absolute_error: 183.7006 - val_loss: 88136.0922 - val_mean_absolute_error: 275.5358
Epoch 595/1000
148/148 [==============================] - 0s 81us/step - loss: 47889.6295 - mean_absolute_error: 183.6511 - val_loss: 88078.4600 - val_mean_absolute_error: 275.4414
Epoch 596/1000
148/148 [==============================] - 0s 81us/step - loss: 47854.6353 - mean_absolute_error: 183.5407 - val_loss: 88031.3459 - val_mean_absolute_error: 275.3645
Epoch 597/1000
148/148 [==============================] - 0s 88us/step - loss: 47823.4031 - mean_absolute_error: 183.5153 - val_loss: 87983.8703 - val_mean_absolute_error: 275.2871
Epoch 598/1000
148/148 [==============================] - 0s 95us/step - loss: 47793.4670 - mean_absolute_error: 183.4256 - val_loss: 87936.5978 - val_mean_absolute_error: 275.2086
Epoch 599/1000
148/148 [==============================] - 0s 81us/step - loss: 47765.0306 - mean_absolute_error: 183.3285 - val_loss: 87883.7266 - val_mean_absolute_error: 275.1203
Epoch 600/1000
148/148 [==============================] - 0s 88us/step - loss: 47729.9162 - mean_absolute_error: 183.3096 - val_loss: 87841.9797 - val_mean_absolute_error: 275.0530
Epoch 601/1000
148/148 [==============================] - 0s 88us/step - loss: 47704.5436 - mean_absolute_error: 183.2331 - val_loss: 87789.4612 - val_mean_absolute_error: 274.9651
Epoch 602/1000
148/148 [==============================] - 0s 108us/step - loss: 47670.7291 - mean_absolute_error: 183.1774 - val_loss: 87741.2350 - val_mean_absolute_error: 274.8852
Epoch 603/1000
148/148 [==============================] - 0s 74us/step - loss: 47640.1698 - mean_absolute_error: 183.0949 - val_loss: 87696.0122 - val_mean_absolute_error: 274.8103
Epoch 604/1000
148/148 [==============================] - 0s 88us/step - loss: 47610.8009 - mean_absolute_error: 183.0998 - val_loss: 87644.9856 - val_mean_absolute_error: 274.7269
Epoch 605/1000
148/148 [==============================] - 0s 88us/step - loss: 47579.3411 - mean_absolute_error: 183.0258 - val_loss: 87600.4322 - val_mean_absolute_error: 274.6539
Epoch 606/1000
148/148 [==============================] - 0s 88us/step - loss: 47550.2425 - mean_absolute_error: 182.9550 - val_loss: 87547.6716 - val_mean_absolute_error: 274.5665
Epoch 607/1000
148/148 [==============================] - 0s 81us/step - loss: 47519.6692 - mean_absolute_error: 182.9269 - val_loss: 87498.3691 - val_mean_absolute_error: 274.4853
Epoch 608/1000
148/148 [==============================] - 0s 95us/step - loss: 47487.0743 - mean_absolute_error: 182.8620 - val_loss: 87445.9216 - val_mean_absolute_error: 274.3990
Epoch 609/1000
148/148 [==============================] - 0s 95us/step - loss: 47454.8700 - mean_absolute_error: 182.7954 - val_loss: 87401.4819 - val_mean_absolute_error: 274.3264
Epoch 610/1000
148/148 [==============================] - 0s 81us/step - loss: 47427.0061 - mean_absolute_error: 182.7121 - val_loss: 87354.5394 - val_mean_absolute_error: 274.2491
Epoch 611/1000
148/148 [==============================] - 0s 81us/step - loss: 47397.4854 - mean_absolute_error: 182.6654 - val_loss: 87309.1516 - val_mean_absolute_error: 274.1751
Epoch 612/1000
148/148 [==============================] - 0s 95us/step - loss: 47368.9753 - mean_absolute_error: 182.6037 - val_loss: 87254.9078 - val_mean_absolute_error: 274.0860
Epoch 613/1000
148/148 [==============================] - 0s 81us/step - loss: 47335.9453 - mean_absolute_error: 182.5614 - val_loss: 87210.9328 - val_mean_absolute_error: 274.0142
Epoch 614/1000
148/148 [==============================] - 0s 88us/step - loss: 47307.0265 - mean_absolute_error: 182.4662 - val_loss: 87162.1541 - val_mean_absolute_error: 273.9350
Epoch 615/1000
148/148 [==============================] - 0s 74us/step - loss: 47276.7133 - mean_absolute_error: 182.4266 - val_loss: 87114.9872 - val_mean_absolute_error: 273.8587
Epoch 616/1000
148/148 [==============================] - 0s 74us/step - loss: 47246.3823 - mean_absolute_error: 182.3185 - val_loss: 87059.7784 - val_mean_absolute_error: 273.7676
Epoch 617/1000
148/148 [==============================] - 0s 61us/step - loss: 47213.7622 - mean_absolute_error: 182.2734 - val_loss: 87008.3681 - val_mean_absolute_error: 273.6828
Epoch 618/1000
148/148 [==============================] - 0s 68us/step - loss: 47181.0399 - mean_absolute_error: 182.1990 - val_loss: 86964.0053 - val_mean_absolute_error: 273.6102
Epoch 619/1000
148/148 [==============================] - 0s 61us/step - loss: 47152.5308 - mean_absolute_error: 182.1735 - val_loss: 86914.2937 - val_mean_absolute_error: 273.5272
Epoch 620/1000
148/148 [==============================] - 0s 81us/step - loss: 47122.9208 - mean_absolute_error: 182.0898 - val_loss: 86867.0681 - val_mean_absolute_error: 273.4495
Epoch 621/1000
148/148 [==============================] - 0s 68us/step - loss: 47092.3411 - mean_absolute_error: 182.0492 - val_loss: 86815.5866 - val_mean_absolute_error: 273.3644
Epoch 622/1000
148/148 [==============================] - 0s 68us/step - loss: 47059.4537 - mean_absolute_error: 181.9901 - val_loss: 86773.0006 - val_mean_absolute_error: 273.2945
Epoch 623/1000
148/148 [==============================] - 0s 74us/step - loss: 47032.3143 - mean_absolute_error: 182.0026 - val_loss: 86725.2522 - val_mean_absolute_error: 273.2156
Epoch 624/1000
148/148 [==============================] - 0s 68us/step - loss: 47001.9262 - mean_absolute_error: 181.9561 - val_loss: 86672.1516 - val_mean_absolute_error: 273.1276
Epoch 625/1000
148/148 [==============================] - 0s 74us/step - loss: 46969.2787 - mean_absolute_error: 181.8642 - val_loss: 86624.2150 - val_mean_absolute_error: 273.0482
Epoch 626/1000
148/148 [==============================] - 0s 68us/step - loss: 46940.7644 - mean_absolute_error: 181.8261 - val_loss: 86571.4459 - val_mean_absolute_error: 272.9614
Epoch 627/1000
148/148 [==============================] - 0s 68us/step - loss: 46907.0411 - mean_absolute_error: 181.7113 - val_loss: 86523.2419 - val_mean_absolute_error: 272.8817
Epoch 628/1000
148/148 [==============================] - 0s 61us/step - loss: 46876.8075 - mean_absolute_error: 181.6697 - val_loss: 86472.9394 - val_mean_absolute_error: 272.7991
Epoch 629/1000
148/148 [==============================] - 0s 68us/step - loss: 46845.0101 - mean_absolute_error: 181.6236 - val_loss: 86433.7384 - val_mean_absolute_error: 272.7347
Epoch 630/1000
148/148 [==============================] - 0s 61us/step - loss: 46819.9040 - mean_absolute_error: 181.6149 - val_loss: 86386.4703 - val_mean_absolute_error: 272.6559
Epoch 631/1000
148/148 [==============================] - 0s 68us/step - loss: 46790.7751 - mean_absolute_error: 181.5154 - val_loss: 86333.5869 - val_mean_absolute_error: 272.5683
Epoch 632/1000
148/148 [==============================] - 0s 68us/step - loss: 46757.6883 - mean_absolute_error: 181.4564 - val_loss: 86289.3706 - val_mean_absolute_error: 272.4956
Epoch 633/1000
148/148 [==============================] - 0s 68us/step - loss: 46729.2081 - mean_absolute_error: 181.3550 - val_loss: 86242.4666 - val_mean_absolute_error: 272.4171
Epoch 634/1000
148/148 [==============================] - 0s 74us/step - loss: 46698.7306 - mean_absolute_error: 181.3657 - val_loss: 86195.4397 - val_mean_absolute_error: 272.3391
Epoch 635/1000
148/148 [==============================] - 0s 74us/step - loss: 46669.4117 - mean_absolute_error: 181.3060 - val_loss: 86146.4478 - val_mean_absolute_error: 272.2575
Epoch 636/1000
148/148 [==============================] - 0s 68us/step - loss: 46639.1232 - mean_absolute_error: 181.2262 - val_loss: 86099.5494 - val_mean_absolute_error: 272.1794
Epoch 637/1000
148/148 [==============================] - 0s 74us/step - loss: 46609.8343 - mean_absolute_error: 181.1677 - val_loss: 86053.3544 - val_mean_absolute_error: 272.1028
Epoch 638/1000
148/148 [==============================] - 0s 68us/step - loss: 46582.2552 - mean_absolute_error: 181.0982 - val_loss: 85997.3684 - val_mean_absolute_error: 272.0097
Epoch 639/1000
148/148 [==============================] - 0s 68us/step - loss: 46547.7046 - mean_absolute_error: 181.0227 - val_loss: 85947.2688 - val_mean_absolute_error: 271.9263
Epoch 640/1000
148/148 [==============================] - 0s 74us/step - loss: 46515.7508 - mean_absolute_error: 180.9702 - val_loss: 85899.5166 - val_mean_absolute_error: 271.8470
Epoch 641/1000
148/148 [==============================] - 0s 81us/step - loss: 46487.2422 - mean_absolute_error: 180.9051 - val_loss: 85852.1263 - val_mean_absolute_error: 271.7685
Epoch 642/1000
148/148 [==============================] - 0s 74us/step - loss: 46457.1290 - mean_absolute_error: 180.8015 - val_loss: 85804.8275 - val_mean_absolute_error: 271.6880
Epoch 643/1000
148/148 [==============================] - 0s 68us/step - loss: 46425.3807 - mean_absolute_error: 180.7664 - val_loss: 85752.9113 - val_mean_absolute_error: 271.6018
Epoch 644/1000
148/148 [==============================] - 0s 68us/step - loss: 46394.6901 - mean_absolute_error: 180.7151 - val_loss: 85704.3669 - val_mean_absolute_error: 271.5210
Epoch 645/1000
148/148 [==============================] - 0s 74us/step - loss: 46363.3557 - mean_absolute_error: 180.6550 - val_loss: 85661.0009 - val_mean_absolute_error: 271.4487
Epoch 646/1000
148/148 [==============================] - 0s 74us/step - loss: 46335.2851 - mean_absolute_error: 180.5770 - val_loss: 85611.6553 - val_mean_absolute_error: 271.3665
Epoch 647/1000
148/148 [==============================] - 0s 68us/step - loss: 46305.3010 - mean_absolute_error: 180.5194 - val_loss: 85564.1697 - val_mean_absolute_error: 271.2867
Epoch 648/1000
148/148 [==============================] - 0s 68us/step - loss: 46276.2873 - mean_absolute_error: 180.4702 - val_loss: 85516.7269 - val_mean_absolute_error: 271.2075
Epoch 649/1000
148/148 [==============================] - 0s 74us/step - loss: 46245.2739 - mean_absolute_error: 180.4096 - val_loss: 85468.0638 - val_mean_absolute_error: 271.1261
Epoch 650/1000
148/148 [==============================] - 0s 74us/step - loss: 46215.5419 - mean_absolute_error: 180.3868 - val_loss: 85424.0703 - val_mean_absolute_error: 271.0543
Epoch 651/1000
148/148 [==============================] - 0s 61us/step - loss: 46186.4467 - mean_absolute_error: 180.2613 - val_loss: 85370.5922 - val_mean_absolute_error: 270.9642
Epoch 652/1000
148/148 [==============================] - 0s 81us/step - loss: 46153.7219 - mean_absolute_error: 180.2097 - val_loss: 85325.7413 - val_mean_absolute_error: 270.8888
Epoch 653/1000
148/148 [==============================] - 0s 68us/step - loss: 46125.5359 - mean_absolute_error: 180.1740 - val_loss: 85276.4362 - val_mean_absolute_error: 270.8068
Epoch 654/1000
148/148 [==============================] - 0s 68us/step - loss: 46095.1367 - mean_absolute_error: 180.1128 - val_loss: 85226.0831 - val_mean_absolute_error: 270.7228
Epoch 655/1000
148/148 [==============================] - 0s 74us/step - loss: 46064.1799 - mean_absolute_error: 180.0253 - val_loss: 85178.1113 - val_mean_absolute_error: 270.6431
Epoch 656/1000
148/148 [==============================] - 0s 74us/step - loss: 46033.3629 - mean_absolute_error: 179.9297 - val_loss: 85132.7516 - val_mean_absolute_error: 270.5686
Epoch 657/1000
148/148 [==============================] - 0s 68us/step - loss: 46004.5202 - mean_absolute_error: 179.8813 - val_loss: 85078.6212 - val_mean_absolute_error: 270.4775
Epoch 658/1000
148/148 [==============================] - 0s 74us/step - loss: 45973.6021 - mean_absolute_error: 179.8175 - val_loss: 85028.0391 - val_mean_absolute_error: 270.3923
Epoch 659/1000
148/148 [==============================] - 0s 81us/step - loss: 45939.3008 - mean_absolute_error: 179.7814 - val_loss: 84978.5491 - val_mean_absolute_error: 270.3094
Epoch 660/1000
148/148 [==============================] - 0s 74us/step - loss: 45909.0437 - mean_absolute_error: 179.7265 - val_loss: 84928.7906 - val_mean_absolute_error: 270.2261
Epoch 661/1000
148/148 [==============================] - 0s 74us/step - loss: 45878.4723 - mean_absolute_error: 179.6676 - val_loss: 84885.9791 - val_mean_absolute_error: 270.1546
Epoch 662/1000
148/148 [==============================] - 0s 61us/step - loss: 45851.7851 - mean_absolute_error: 179.6222 - val_loss: 84833.4931 - val_mean_absolute_error: 270.0667
Epoch 663/1000
148/148 [==============================] - 0s 68us/step - loss: 45819.5061 - mean_absolute_error: 179.5428 - val_loss: 84786.5081 - val_mean_absolute_error: 269.9881
Epoch 664/1000
148/148 [==============================] - 0s 88us/step - loss: 45790.1441 - mean_absolute_error: 179.5063 - val_loss: 84742.5884 - val_mean_absolute_error: 269.9153
Epoch 665/1000
148/148 [==============================] - 0s 74us/step - loss: 45761.8908 - mean_absolute_error: 179.4382 - val_loss: 84697.1747 - val_mean_absolute_error: 269.8399
Epoch 666/1000
148/148 [==============================] - 0s 74us/step - loss: 45733.0269 - mean_absolute_error: 179.3653 - val_loss: 84647.1947 - val_mean_absolute_error: 269.7563
Epoch 667/1000
148/148 [==============================] - 0s 74us/step - loss: 45701.9127 - mean_absolute_error: 179.2777 - val_loss: 84603.5163 - val_mean_absolute_error: 269.6831
Epoch 668/1000
148/148 [==============================] - 0s 81us/step - loss: 45674.9530 - mean_absolute_error: 179.1795 - val_loss: 84554.9766 - val_mean_absolute_error: 269.6013
Epoch 669/1000
148/148 [==============================] - 0s 74us/step - loss: 45645.1141 - mean_absolute_error: 179.0950 - val_loss: 84502.4028 - val_mean_absolute_error: 269.5126
Epoch 670/1000
148/148 [==============================] - 0s 61us/step - loss: 45614.1732 - mean_absolute_error: 179.0355 - val_loss: 84449.5675 - val_mean_absolute_error: 269.4243
Epoch 671/1000
148/148 [==============================] - 0s 68us/step - loss: 45581.0523 - mean_absolute_error: 179.0023 - val_loss: 84399.8056 - val_mean_absolute_error: 269.3404
Epoch 672/1000
148/148 [==============================] - 0s 74us/step - loss: 45551.1837 - mean_absolute_error: 178.9210 - val_loss: 84354.2419 - val_mean_absolute_error: 269.2642
Epoch 673/1000
148/148 [==============================] - 0s 74us/step - loss: 45521.5853 - mean_absolute_error: 178.8407 - val_loss: 84314.5234 - val_mean_absolute_error: 269.1982
Epoch 674/1000
148/148 [==============================] - 0s 68us/step - loss: 45495.6165 - mean_absolute_error: 178.8292 - val_loss: 84274.5684 - val_mean_absolute_error: 269.1317
Epoch 675/1000
148/148 [==============================] - 0s 74us/step - loss: 45472.1512 - mean_absolute_error: 178.7516 - val_loss: 84222.9184 - val_mean_absolute_error: 269.0446
Epoch 676/1000
148/148 [==============================] - 0s 68us/step - loss: 45439.1213 - mean_absolute_error: 178.6905 - val_loss: 84167.0597 - val_mean_absolute_error: 268.9498
Epoch 677/1000
148/148 [==============================] - 0s 74us/step - loss: 45403.9740 - mean_absolute_error: 178.6852 - val_loss: 84122.8950 - val_mean_absolute_error: 268.8755
Epoch 678/1000
148/148 [==============================] - 0s 68us/step - loss: 45375.8909 - mean_absolute_error: 178.6318 - val_loss: 84078.4903 - val_mean_absolute_error: 268.8005
Epoch 679/1000
148/148 [==============================] - 0s 68us/step - loss: 45347.8671 - mean_absolute_error: 178.6063 - val_loss: 84030.5259 - val_mean_absolute_error: 268.7202
Epoch 680/1000
148/148 [==============================] - 0s 68us/step - loss: 45318.4607 - mean_absolute_error: 178.5366 - val_loss: 83984.9041 - val_mean_absolute_error: 268.6431
Epoch 681/1000
148/148 [==============================] - 0s 61us/step - loss: 45290.8783 - mean_absolute_error: 178.4557 - val_loss: 83938.7681 - val_mean_absolute_error: 268.5653
Epoch 682/1000
148/148 [==============================] - 0s 74us/step - loss: 45261.7083 - mean_absolute_error: 178.4249 - val_loss: 83889.9925 - val_mean_absolute_error: 268.4826
Epoch 683/1000
148/148 [==============================] - 0s 61us/step - loss: 45231.7629 - mean_absolute_error: 178.3599 - val_loss: 83840.3741 - val_mean_absolute_error: 268.3996
Epoch 684/1000
148/148 [==============================] - 0s 74us/step - loss: 45201.9544 - mean_absolute_error: 178.2730 - val_loss: 83801.7019 - val_mean_absolute_error: 268.3349
Epoch 685/1000
148/148 [==============================] - 0s 68us/step - loss: 45174.1643 - mean_absolute_error: 178.2175 - val_loss: 83749.4559 - val_mean_absolute_error: 268.2465
Epoch 686/1000
148/148 [==============================] - 0s 101us/step - loss: 45142.6869 - mean_absolute_error: 178.1702 - val_loss: 83701.4084 - val_mean_absolute_error: 268.1653
Epoch 687/1000
148/148 [==============================] - 0s 122us/step - loss: 45113.1077 - mean_absolute_error: 178.1136 - val_loss: 83649.8306 - val_mean_absolute_error: 268.0781
Epoch 688/1000
148/148 [==============================] - 0s 88us/step - loss: 45081.7593 - mean_absolute_error: 178.0434 - val_loss: 83605.3003 - val_mean_absolute_error: 268.0021
Epoch 689/1000
148/148 [==============================] - 0s 95us/step - loss: 45051.8959 - mean_absolute_error: 178.0227 - val_loss: 83563.9069 - val_mean_absolute_error: 267.9324
Epoch 690/1000
148/148 [==============================] - 0s 88us/step - loss: 45026.0179 - mean_absolute_error: 177.9529 - val_loss: 83519.7897 - val_mean_absolute_error: 267.8577
Epoch 691/1000
148/148 [==============================] - 0s 81us/step - loss: 44997.8353 - mean_absolute_error: 177.9076 - val_loss: 83472.8100 - val_mean_absolute_error: 267.7787
Epoch 692/1000
148/148 [==============================] - 0s 68us/step - loss: 44968.3583 - mean_absolute_error: 177.8258 - val_loss: 83430.7416 - val_mean_absolute_error: 267.7087
Epoch 693/1000
148/148 [==============================] - 0s 88us/step - loss: 44942.6336 - mean_absolute_error: 177.7307 - val_loss: 83385.8972 - val_mean_absolute_error: 267.6334
Epoch 694/1000
148/148 [==============================] - 0s 88us/step - loss: 44914.4108 - mean_absolute_error: 177.6576 - val_loss: 83336.0444 - val_mean_absolute_error: 267.5488
Epoch 695/1000
148/148 [==============================] - 0s 101us/step - loss: 44884.4036 - mean_absolute_error: 177.6045 - val_loss: 83282.1172 - val_mean_absolute_error: 267.4572
Epoch 696/1000
148/148 [==============================] - 0s 101us/step - loss: 44851.2982 - mean_absolute_error: 177.5451 - val_loss: 83233.5353 - val_mean_absolute_error: 267.3745
Epoch 697/1000
148/148 [==============================] - 0s 115us/step - loss: 44822.4316 - mean_absolute_error: 177.5037 - val_loss: 83189.0634 - val_mean_absolute_error: 267.2991
Epoch 698/1000
148/148 [==============================] - 0s 88us/step - loss: 44793.7889 - mean_absolute_error: 177.4467 - val_loss: 83142.2091 - val_mean_absolute_error: 267.2201
Epoch 699/1000
148/148 [==============================] - 0s 101us/step - loss: 44762.9633 - mean_absolute_error: 177.3549 - val_loss: 83094.6837 - val_mean_absolute_error: 267.1390
Epoch 700/1000
148/148 [==============================] - 0s 101us/step - loss: 44733.7455 - mean_absolute_error: 177.3151 - val_loss: 83044.6603 - val_mean_absolute_error: 267.0541
Epoch 701/1000
148/148 [==============================] - 0s 115us/step - loss: 44704.3453 - mean_absolute_error: 177.2802 - val_loss: 83001.1469 - val_mean_absolute_error: 266.9805
Epoch 702/1000
148/148 [==============================] - 0s 122us/step - loss: 44678.2091 - mean_absolute_error: 177.1400 - val_loss: 82950.5569 - val_mean_absolute_error: 266.8948
Epoch 703/1000
148/148 [==============================] - 0s 122us/step - loss: 44645.6869 - mean_absolute_error: 177.1245 - val_loss: 82907.6206 - val_mean_absolute_error: 266.8236
Epoch 704/1000
148/148 [==============================] - 0s 115us/step - loss: 44616.3912 - mean_absolute_error: 176.9837 - val_loss: 82863.1850 - val_mean_absolute_error: 266.7482
Epoch 705/1000
148/148 [==============================] - 0s 115us/step - loss: 44588.7176 - mean_absolute_error: 176.9101 - val_loss: 82812.4206 - val_mean_absolute_error: 266.6617
Epoch 706/1000
148/148 [==============================] - 0s 101us/step - loss: 44557.4203 - mean_absolute_error: 176.8662 - val_loss: 82764.2700 - val_mean_absolute_error: 266.5799
Epoch 707/1000
148/148 [==============================] - 0s 108us/step - loss: 44529.3054 - mean_absolute_error: 176.8019 - val_loss: 82717.2681 - val_mean_absolute_error: 266.4993
Epoch 708/1000
148/148 [==============================] - 0s 135us/step - loss: 44497.8249 - mean_absolute_error: 176.7802 - val_loss: 82672.2347 - val_mean_absolute_error: 266.4223
Epoch 709/1000
148/148 [==============================] - 0s 155us/step - loss: 44470.3152 - mean_absolute_error: 176.7377 - val_loss: 82622.6203 - val_mean_absolute_error: 266.3378
Epoch 710/1000
148/148 [==============================] - 0s 101us/step - loss: 44439.5031 - mean_absolute_error: 176.6913 - val_loss: 82577.3150 - val_mean_absolute_error: 266.2611
Epoch 711/1000
148/148 [==============================] - 0s 95us/step - loss: 44410.6534 - mean_absolute_error: 176.6051 - val_loss: 82528.0272 - val_mean_absolute_error: 266.1770
Epoch 712/1000
148/148 [==============================] - 0s 74us/step - loss: 44381.1802 - mean_absolute_error: 176.5456 - val_loss: 82487.0541 - val_mean_absolute_error: 266.1073
Epoch 713/1000
148/148 [==============================] - 0s 74us/step - loss: 44354.2047 - mean_absolute_error: 176.4928 - val_loss: 82434.1147 - val_mean_absolute_error: 266.0167
Epoch 714/1000
148/148 [==============================] - 0s 68us/step - loss: 44322.3299 - mean_absolute_error: 176.4120 - val_loss: 82385.6525 - val_mean_absolute_error: 265.9343
Epoch 715/1000
148/148 [==============================] - 0s 68us/step - loss: 44291.7042 - mean_absolute_error: 176.3175 - val_loss: 82343.1212 - val_mean_absolute_error: 265.8617
Epoch 716/1000
148/148 [==============================] - 0s 68us/step - loss: 44266.5847 - mean_absolute_error: 176.2629 - val_loss: 82293.2847 - val_mean_absolute_error: 265.7766
Epoch 717/1000
148/148 [==============================] - 0s 68us/step - loss: 44235.2576 - mean_absolute_error: 176.2128 - val_loss: 82254.5106 - val_mean_absolute_error: 265.7101
Epoch 718/1000
148/148 [==============================] - 0s 68us/step - loss: 44210.3904 - mean_absolute_error: 176.1561 - val_loss: 82204.2044 - val_mean_absolute_error: 265.6238
Epoch 719/1000
148/148 [==============================] - 0s 61us/step - loss: 44179.8682 - mean_absolute_error: 176.1074 - val_loss: 82153.5931 - val_mean_absolute_error: 265.5366
Epoch 720/1000
148/148 [==============================] - 0s 74us/step - loss: 44150.0457 - mean_absolute_error: 175.9978 - val_loss: 82102.7594 - val_mean_absolute_error: 265.4494
Epoch 721/1000
148/148 [==============================] - 0s 74us/step - loss: 44119.3166 - mean_absolute_error: 175.9506 - val_loss: 82059.6572 - val_mean_absolute_error: 265.3757
Epoch 722/1000
148/148 [==============================] - 0s 68us/step - loss: 44090.6721 - mean_absolute_error: 175.9117 - val_loss: 82010.3484 - val_mean_absolute_error: 265.2910
Epoch 723/1000
148/148 [==============================] - 0s 68us/step - loss: 44063.0162 - mean_absolute_error: 175.9026 - val_loss: 81971.7450 - val_mean_absolute_error: 265.2238
Epoch 724/1000
148/148 [==============================] - 0s 74us/step - loss: 44036.3948 - mean_absolute_error: 175.7643 - val_loss: 81918.9563 - val_mean_absolute_error: 265.1331
Epoch 725/1000
148/148 [==============================] - 0s 68us/step - loss: 44003.1598 - mean_absolute_error: 175.7119 - val_loss: 81873.6278 - val_mean_absolute_error: 265.0563
Epoch 726/1000
148/148 [==============================] - 0s 74us/step - loss: 43975.4795 - mean_absolute_error: 175.6539 - val_loss: 81836.3906 - val_mean_absolute_error: 264.9915
Epoch 727/1000
148/148 [==============================] - 0s 74us/step - loss: 43952.6448 - mean_absolute_error: 175.5657 - val_loss: 81790.7050 - val_mean_absolute_error: 264.9131
Epoch 728/1000
148/148 [==============================] - 0s 61us/step - loss: 43925.1761 - mean_absolute_error: 175.5186 - val_loss: 81741.8428 - val_mean_absolute_error: 264.8291
Epoch 729/1000
148/148 [==============================] - 0s 74us/step - loss: 43893.2116 - mean_absolute_error: 175.4489 - val_loss: 81693.9497 - val_mean_absolute_error: 264.7466
Epoch 730/1000
148/148 [==============================] - 0s 88us/step - loss: 43864.2388 - mean_absolute_error: 175.3758 - val_loss: 81649.8247 - val_mean_absolute_error: 264.6709
Epoch 731/1000
148/148 [==============================] - 0s 88us/step - loss: 43836.3018 - mean_absolute_error: 175.3585 - val_loss: 81605.9156 - val_mean_absolute_error: 264.5955
Epoch 732/1000
148/148 [==============================] - 0s 81us/step - loss: 43809.5171 - mean_absolute_error: 175.3065 - val_loss: 81555.5175 - val_mean_absolute_error: 264.5086
Epoch 733/1000
148/148 [==============================] - 0s 81us/step - loss: 43778.9937 - mean_absolute_error: 175.2573 - val_loss: 81511.5756 - val_mean_absolute_error: 264.4339
Epoch 734/1000
148/148 [==============================] - 0s 88us/step - loss: 43751.8339 - mean_absolute_error: 175.1571 - val_loss: 81460.5303 - val_mean_absolute_error: 264.3458
Epoch 735/1000
148/148 [==============================] - 0s 74us/step - loss: 43718.1770 - mean_absolute_error: 175.0948 - val_loss: 81415.0681 - val_mean_absolute_error: 264.2674
Epoch 736/1000
148/148 [==============================] - 0s 74us/step - loss: 43689.4929 - mean_absolute_error: 175.0695 - val_loss: 81364.8522 - val_mean_absolute_error: 264.1812
Epoch 737/1000
148/148 [==============================] - 0s 61us/step - loss: 43658.9670 - mean_absolute_error: 175.0309 - val_loss: 81314.1481 - val_mean_absolute_error: 264.0938
Epoch 738/1000
148/148 [==============================] - 0s 88us/step - loss: 43628.3813 - mean_absolute_error: 174.9539 - val_loss: 81269.4047 - val_mean_absolute_error: 264.0167
Epoch 739/1000
148/148 [==============================] - 0s 88us/step - loss: 43600.0078 - mean_absolute_error: 174.9173 - val_loss: 81226.0959 - val_mean_absolute_error: 263.9425
Epoch 740/1000
148/148 [==============================] - 0s 81us/step - loss: 43573.4282 - mean_absolute_error: 174.9024 - val_loss: 81178.4919 - val_mean_absolute_error: 263.8604
Epoch 741/1000
148/148 [==============================] - 0s 74us/step - loss: 43544.4496 - mean_absolute_error: 174.8615 - val_loss: 81131.2947 - val_mean_absolute_error: 263.7791
Epoch 742/1000
148/148 [==============================] - 0s 74us/step - loss: 43515.2885 - mean_absolute_error: 174.7958 - val_loss: 81090.4588 - val_mean_absolute_error: 263.7083
Epoch 743/1000
148/148 [==============================] - 0s 95us/step - loss: 43488.7043 - mean_absolute_error: 174.7375 - val_loss: 81045.9787 - val_mean_absolute_error: 263.6317
Epoch 744/1000
148/148 [==============================] - 0s 81us/step - loss: 43460.2800 - mean_absolute_error: 174.6394 - val_loss: 81000.0141 - val_mean_absolute_error: 263.5529
Epoch 745/1000
148/148 [==============================] - 0s 68us/step - loss: 43431.3119 - mean_absolute_error: 174.5516 - val_loss: 80953.5497 - val_mean_absolute_error: 263.4730
Epoch 746/1000
148/148 [==============================] - 0s 61us/step - loss: 43403.5322 - mean_absolute_error: 174.4904 - val_loss: 80909.6925 - val_mean_absolute_error: 263.3961
Epoch 747/1000
148/148 [==============================] - 0s 74us/step - loss: 43375.6535 - mean_absolute_error: 174.4231 - val_loss: 80861.8084 - val_mean_absolute_error: 263.3132
Epoch 748/1000
148/148 [==============================] - 0s 68us/step - loss: 43347.1593 - mean_absolute_error: 174.3691 - val_loss: 80812.4731 - val_mean_absolute_error: 263.2279
Epoch 749/1000
148/148 [==============================] - 0s 68us/step - loss: 43317.9442 - mean_absolute_error: 174.3274 - val_loss: 80758.9547 - val_mean_absolute_error: 263.1350
Epoch 750/1000
148/148 [==============================] - 0s 74us/step - loss: 43284.2918 - mean_absolute_error: 174.2614 - val_loss: 80718.4153 - val_mean_absolute_error: 263.0650
Epoch 751/1000
148/148 [==============================] - 0s 68us/step - loss: 43258.5577 - mean_absolute_error: 174.2087 - val_loss: 80672.2734 - val_mean_absolute_error: 262.9848
Epoch 752/1000
148/148 [==============================] - 0s 68us/step - loss: 43230.0800 - mean_absolute_error: 174.1416 - val_loss: 80626.2703 - val_mean_absolute_error: 262.9042
Epoch 753/1000
148/148 [==============================] - 0s 68us/step - loss: 43201.0695 - mean_absolute_error: 174.0355 - val_loss: 80576.3469 - val_mean_absolute_error: 262.8176
Epoch 754/1000
148/148 [==============================] - 0s 68us/step - loss: 43170.2903 - mean_absolute_error: 174.0006 - val_loss: 80524.8666 - val_mean_absolute_error: 262.7284
Epoch 755/1000
148/148 [==============================] - 0s 68us/step - loss: 43143.9520 - mean_absolute_error: 173.9406 - val_loss: 80481.4150 - val_mean_absolute_error: 262.6528
Epoch 756/1000
148/148 [==============================] - 0s 81us/step - loss: 43112.2709 - mean_absolute_error: 173.9326 - val_loss: 80437.6866 - val_mean_absolute_error: 262.5771
Epoch 757/1000
148/148 [==============================] - 0s 81us/step - loss: 43084.2061 - mean_absolute_error: 173.8911 - val_loss: 80397.4238 - val_mean_absolute_error: 262.5082
Epoch 758/1000
148/148 [==============================] - 0s 81us/step - loss: 43058.5022 - mean_absolute_error: 173.8254 - val_loss: 80355.6494 - val_mean_absolute_error: 262.4354
Epoch 759/1000
148/148 [==============================] - 0s 81us/step - loss: 43033.4852 - mean_absolute_error: 173.7753 - val_loss: 80311.5644 - val_mean_absolute_error: 262.3588
Epoch 760/1000
148/148 [==============================] - 0s 68us/step - loss: 43004.7861 - mean_absolute_error: 173.7555 - val_loss: 80258.8091 - val_mean_absolute_error: 262.2677
Epoch 761/1000
148/148 [==============================] - 0s 95us/step - loss: 42973.6945 - mean_absolute_error: 173.6388 - val_loss: 80212.8638 - val_mean_absolute_error: 262.1880
Epoch 762/1000
148/148 [==============================] - 0s 95us/step - loss: 42944.6273 - mean_absolute_error: 173.5769 - val_loss: 80167.8813 - val_mean_absolute_error: 262.1112
Epoch 763/1000
148/148 [==============================] - 0s 74us/step - loss: 42917.1063 - mean_absolute_error: 173.5726 - val_loss: 80121.2231 - val_mean_absolute_error: 262.0311
Epoch 764/1000
148/148 [==============================] - 0s 81us/step - loss: 42889.7747 - mean_absolute_error: 173.5072 - val_loss: 80069.4384 - val_mean_absolute_error: 261.9424
Epoch 765/1000
148/148 [==============================] - 0s 74us/step - loss: 42857.1587 - mean_absolute_error: 173.4284 - val_loss: 80021.7994 - val_mean_absolute_error: 261.8610
Epoch 766/1000
148/148 [==============================] - 0s 81us/step - loss: 42830.1440 - mean_absolute_error: 173.3860 - val_loss: 79975.2578 - val_mean_absolute_error: 261.7830
Epoch 767/1000
148/148 [==============================] - 0s 74us/step - loss: 42799.0276 - mean_absolute_error: 173.3687 - val_loss: 79937.9891 - val_mean_absolute_error: 261.7183
Epoch 768/1000
148/148 [==============================] - 0s 88us/step - loss: 42775.1878 - mean_absolute_error: 173.3103 - val_loss: 79892.2244 - val_mean_absolute_error: 261.6402
Epoch 769/1000
148/148 [==============================] - 0s 74us/step - loss: 42748.0039 - mean_absolute_error: 173.2775 - val_loss: 79842.5466 - val_mean_absolute_error: 261.5567
Epoch 770/1000
148/148 [==============================] - 0s 81us/step - loss: 42718.0519 - mean_absolute_error: 173.2692 - val_loss: 79797.4884 - val_mean_absolute_error: 261.4789
Epoch 771/1000
148/148 [==============================] - 0s 74us/step - loss: 42690.7030 - mean_absolute_error: 173.2060 - val_loss: 79759.9987 - val_mean_absolute_error: 261.4143
Epoch 772/1000
148/148 [==============================] - 0s 88us/step - loss: 42666.6258 - mean_absolute_error: 173.1206 - val_loss: 79711.5184 - val_mean_absolute_error: 261.3299
Epoch 773/1000
148/148 [==============================] - 0s 74us/step - loss: 42635.4141 - mean_absolute_error: 173.0367 - val_loss: 79658.9406 - val_mean_absolute_error: 261.2395
Epoch 774/1000
148/148 [==============================] - 0s 81us/step - loss: 42603.7119 - mean_absolute_error: 172.9680 - val_loss: 79612.4222 - val_mean_absolute_error: 261.1596
Epoch 775/1000
148/148 [==============================] - 0s 81us/step - loss: 42575.7267 - mean_absolute_error: 172.9115 - val_loss: 79573.9016 - val_mean_absolute_error: 261.0927
Epoch 776/1000
148/148 [==============================] - 0s 74us/step - loss: 42550.6075 - mean_absolute_error: 172.8085 - val_loss: 79528.1697 - val_mean_absolute_error: 261.0146
Epoch 777/1000
148/148 [==============================] - 0s 81us/step - loss: 42523.3184 - mean_absolute_error: 172.7511 - val_loss: 79481.6256 - val_mean_absolute_error: 260.9360
Epoch 778/1000
148/148 [==============================] - 0s 74us/step - loss: 42494.2275 - mean_absolute_error: 172.7499 - val_loss: 79438.8806 - val_mean_absolute_error: 260.8623
Epoch 779/1000
148/148 [==============================] - 0s 95us/step - loss: 42467.7435 - mean_absolute_error: 172.6968 - val_loss: 79397.6747 - val_mean_absolute_error: 260.7916
Epoch 780/1000
148/148 [==============================] - 0s 95us/step - loss: 42442.1293 - mean_absolute_error: 172.6292 - val_loss: 79350.7122 - val_mean_absolute_error: 260.7104
Epoch 781/1000
148/148 [==============================] - 0s 95us/step - loss: 42412.2241 - mean_absolute_error: 172.5372 - val_loss: 79305.0712 - val_mean_absolute_error: 260.6318
Epoch 782/1000
148/148 [==============================] - 0s 101us/step - loss: 42384.8643 - mean_absolute_error: 172.5104 - val_loss: 79255.2881 - val_mean_absolute_error: 260.5457
Epoch 783/1000
148/148 [==============================] - 0s 128us/step - loss: 42354.4313 - mean_absolute_error: 172.4142 - val_loss: 79208.8859 - val_mean_absolute_error: 260.4651
Epoch 784/1000
148/148 [==============================] - 0s 122us/step - loss: 42325.3070 - mean_absolute_error: 172.3403 - val_loss: 79167.6853 - val_mean_absolute_error: 260.3943
Epoch 785/1000
148/148 [==============================] - 0s 128us/step - loss: 42298.7366 - mean_absolute_error: 172.2512 - val_loss: 79119.3097 - val_mean_absolute_error: 260.3091
Epoch 786/1000
148/148 [==============================] - 0s 115us/step - loss: 42268.9188 - mean_absolute_error: 172.1287 - val_loss: 79073.1000 - val_mean_absolute_error: 260.2291
Epoch 787/1000
148/148 [==============================] - 0s 101us/step - loss: 42240.0963 - mean_absolute_error: 172.0768 - val_loss: 79031.0741 - val_mean_absolute_error: 260.1563
Epoch 788/1000
148/148 [==============================] - 0s 108us/step - loss: 42214.1135 - mean_absolute_error: 171.9837 - val_loss: 78988.2353 - val_mean_absolute_error: 260.0828
Epoch 789/1000
148/148 [==============================] - 0s 101us/step - loss: 42186.8290 - mean_absolute_error: 171.9175 - val_loss: 78935.4306 - val_mean_absolute_error: 259.9921
Epoch 790/1000
148/148 [==============================] - 0s 128us/step - loss: 42155.1078 - mean_absolute_error: 171.8519 - val_loss: 78891.8959 - val_mean_absolute_error: 259.9174
Epoch 791/1000
148/148 [==============================] - 0s 128us/step - loss: 42131.6696 - mean_absolute_error: 171.8423 - val_loss: 78842.2559 - val_mean_absolute_error: 259.8329
Epoch 792/1000
148/148 [==============================] - 0s 128us/step - loss: 42099.5924 - mean_absolute_error: 171.7810 - val_loss: 78800.5909 - val_mean_absolute_error: 259.7590
Epoch 793/1000
148/148 [==============================] - 0s 95us/step - loss: 42074.8432 - mean_absolute_error: 171.7094 - val_loss: 78754.0006 - val_mean_absolute_error: 259.6793
Epoch 794/1000
148/148 [==============================] - 0s 115us/step - loss: 42043.5175 - mean_absolute_error: 171.6574 - val_loss: 78710.0269 - val_mean_absolute_error: 259.6026
Epoch 795/1000
148/148 [==============================] - 0s 108us/step - loss: 42016.9733 - mean_absolute_error: 171.5523 - val_loss: 78662.7769 - val_mean_absolute_error: 259.5205
Epoch 796/1000
148/148 [==============================] - 0s 122us/step - loss: 41987.3644 - mean_absolute_error: 171.4560 - val_loss: 78615.3134 - val_mean_absolute_error: 259.4393
Epoch 797/1000
148/148 [==============================] - 0s 115us/step - loss: 41959.6677 - mean_absolute_error: 171.4323 - val_loss: 78569.3244 - val_mean_absolute_error: 259.3596
Epoch 798/1000
148/148 [==============================] - 0s 101us/step - loss: 41930.3994 - mean_absolute_error: 171.3238 - val_loss: 78526.6128 - val_mean_absolute_error: 259.2852
Epoch 799/1000
148/148 [==============================] - 0s 101us/step - loss: 41904.3547 - mean_absolute_error: 171.2636 - val_loss: 78477.0766 - val_mean_absolute_error: 259.1995
Epoch 800/1000
148/148 [==============================] - 0s 115us/step - loss: 41873.7505 - mean_absolute_error: 171.1933 - val_loss: 78428.5997 - val_mean_absolute_error: 259.1155
Epoch 801/1000
148/148 [==============================] - 0s 101us/step - loss: 41846.6163 - mean_absolute_error: 171.1304 - val_loss: 78392.6650 - val_mean_absolute_error: 259.0515
Epoch 802/1000
148/148 [==============================] - 0s 95us/step - loss: 41821.4897 - mean_absolute_error: 171.0547 - val_loss: 78345.7531 - val_mean_absolute_error: 258.9702
Epoch 803/1000
148/148 [==============================] - 0s 128us/step - loss: 41792.5820 - mean_absolute_error: 170.9951 - val_loss: 78294.0125 - val_mean_absolute_error: 258.8805
Epoch 804/1000
148/148 [==============================] - 0s 81us/step - loss: 41760.8915 - mean_absolute_error: 170.9191 - val_loss: 78253.7091 - val_mean_absolute_error: 258.8101
Epoch 805/1000
148/148 [==============================] - 0s 108us/step - loss: 41734.3420 - mean_absolute_error: 170.8344 - val_loss: 78204.4891 - val_mean_absolute_error: 258.7250
Epoch 806/1000
148/148 [==============================] - 0s 74us/step - loss: 41706.8295 - mean_absolute_error: 170.7614 - val_loss: 78158.9187 - val_mean_absolute_error: 258.6461
Epoch 807/1000
148/148 [==============================] - 0s 95us/step - loss: 41678.7925 - mean_absolute_error: 170.7188 - val_loss: 78119.0303 - val_mean_absolute_error: 258.5758
Epoch 808/1000
148/148 [==============================] - 0s 95us/step - loss: 41654.5353 - mean_absolute_error: 170.6436 - val_loss: 78075.3459 - val_mean_absolute_error: 258.4999
Epoch 809/1000
148/148 [==============================] - 0s 115us/step - loss: 41626.1697 - mean_absolute_error: 170.5957 - val_loss: 78027.5366 - val_mean_absolute_error: 258.4168
Epoch 810/1000
148/148 [==============================] - 0s 108us/step - loss: 41597.4780 - mean_absolute_error: 170.5158 - val_loss: 77979.3297 - val_mean_absolute_error: 258.3343
Epoch 811/1000
148/148 [==============================] - 0s 115us/step - loss: 41565.5425 - mean_absolute_error: 170.4981 - val_loss: 77940.4381 - val_mean_absolute_error: 258.2666
Epoch 812/1000
148/148 [==============================] - 0s 88us/step - loss: 41540.8863 - mean_absolute_error: 170.4278 - val_loss: 77891.1138 - val_mean_absolute_error: 258.1807
Epoch 813/1000
148/148 [==============================] - 0s 108us/step - loss: 41511.9011 - mean_absolute_error: 170.3750 - val_loss: 77848.3744 - val_mean_absolute_error: 258.1061
Epoch 814/1000
148/148 [==============================] - 0s 108us/step - loss: 41485.0851 - mean_absolute_error: 170.3167 - val_loss: 77807.2469 - val_mean_absolute_error: 258.0345
Epoch 815/1000
148/148 [==============================] - 0s 88us/step - loss: 41459.2001 - mean_absolute_error: 170.2523 - val_loss: 77761.8647 - val_mean_absolute_error: 257.9568
Epoch 816/1000
148/148 [==============================] - 0s 101us/step - loss: 41431.6868 - mean_absolute_error: 170.2531 - val_loss: 77713.3309 - val_mean_absolute_error: 257.8723
Epoch 817/1000
148/148 [==============================] - 0s 95us/step - loss: 41401.6390 - mean_absolute_error: 170.1965 - val_loss: 77664.9569 - val_mean_absolute_error: 257.7881
Epoch 818/1000
148/148 [==============================] - 0s 95us/step - loss: 41372.3795 - mean_absolute_error: 170.1173 - val_loss: 77619.0253 - val_mean_absolute_error: 257.7087
Epoch 819/1000
148/148 [==============================] - 0s 128us/step - loss: 41344.3715 - mean_absolute_error: 170.0740 - val_loss: 77573.8153 - val_mean_absolute_error: 257.6296
Epoch 820/1000
148/148 [==============================] - 0s 135us/step - loss: 41317.6678 - mean_absolute_error: 170.0347 - val_loss: 77531.1434 - val_mean_absolute_error: 257.5568
Epoch 821/1000
148/148 [==============================] - 0s 101us/step - loss: 41289.3187 - mean_absolute_error: 169.9617 - val_loss: 77479.4316 - val_mean_absolute_error: 257.4678
Epoch 822/1000
148/148 [==============================] - 0s 95us/step - loss: 41261.0936 - mean_absolute_error: 169.9496 - val_loss: 77437.3081 - val_mean_absolute_error: 257.3948
Epoch 823/1000
148/148 [==============================] - 0s 101us/step - loss: 41233.5246 - mean_absolute_error: 169.9168 - val_loss: 77396.7863 - val_mean_absolute_error: 257.3224
Epoch 824/1000
148/148 [==============================] - 0s 81us/step - loss: 41208.3022 - mean_absolute_error: 169.8196 - val_loss: 77350.5344 - val_mean_absolute_error: 257.2429
Epoch 825/1000
148/148 [==============================] - 0s 182us/step - loss: 41179.1262 - mean_absolute_error: 169.7782 - val_loss: 77305.8756 - val_mean_absolute_error: 257.1647
Epoch 826/1000
148/148 [==============================] - 0s 169us/step - loss: 41152.4799 - mean_absolute_error: 169.7166 - val_loss: 77260.7891 - val_mean_absolute_error: 257.0865
Epoch 827/1000
148/148 [==============================] - 0s 135us/step - loss: 41124.8074 - mean_absolute_error: 169.6630 - val_loss: 77218.3788 - val_mean_absolute_error: 257.0121
Epoch 828/1000
148/148 [==============================] - 0s 115us/step - loss: 41097.0726 - mean_absolute_error: 169.5713 - val_loss: 77172.1697 - val_mean_absolute_error: 256.9314
Epoch 829/1000
148/148 [==============================] - 0s 142us/step - loss: 41068.9317 - mean_absolute_error: 169.5124 - val_loss: 77123.8219 - val_mean_absolute_error: 256.8470
Epoch 830/1000
148/148 [==============================] - 0s 115us/step - loss: 41039.1082 - mean_absolute_error: 169.4575 - val_loss: 77081.1516 - val_mean_absolute_error: 256.7719
Epoch 831/1000
148/148 [==============================] - 0s 122us/step - loss: 41014.9600 - mean_absolute_error: 169.3523 - val_loss: 77034.0731 - val_mean_absolute_error: 256.6912
Epoch 832/1000
148/148 [==============================] - 0s 122us/step - loss: 40984.9618 - mean_absolute_error: 169.3486 - val_loss: 76986.0731 - val_mean_absolute_error: 256.6070
Epoch 833/1000
148/148 [==============================] - 0s 135us/step - loss: 40954.6341 - mean_absolute_error: 169.2952 - val_loss: 76941.3750 - val_mean_absolute_error: 256.5285
Epoch 834/1000
148/148 [==============================] - 0s 101us/step - loss: 40927.3727 - mean_absolute_error: 169.2132 - val_loss: 76898.0887 - val_mean_absolute_error: 256.4531
Epoch 835/1000
148/148 [==============================] - 0s 88us/step - loss: 40902.2548 - mean_absolute_error: 169.1786 - val_loss: 76847.7606 - val_mean_absolute_error: 256.3648
Epoch 836/1000
148/148 [==============================] - 0s 81us/step - loss: 40871.8582 - mean_absolute_error: 169.1323 - val_loss: 76803.2431 - val_mean_absolute_error: 256.2866
Epoch 837/1000
148/148 [==============================] - 0s 88us/step - loss: 40844.4236 - mean_absolute_error: 169.0790 - val_loss: 76760.4619 - val_mean_absolute_error: 256.2129
Epoch 838/1000
148/148 [==============================] - 0s 95us/step - loss: 40819.0376 - mean_absolute_error: 169.0213 - val_loss: 76714.6691 - val_mean_absolute_error: 256.1324
Epoch 839/1000
148/148 [==============================] - 0s 81us/step - loss: 40791.0459 - mean_absolute_error: 168.9494 - val_loss: 76671.5891 - val_mean_absolute_error: 256.0583
Epoch 840/1000
148/148 [==============================] - 0s 95us/step - loss: 40762.4906 - mean_absolute_error: 168.9483 - val_loss: 76629.4006 - val_mean_absolute_error: 255.9836
Epoch 841/1000
148/148 [==============================] - 0s 95us/step - loss: 40736.6332 - mean_absolute_error: 168.8875 - val_loss: 76583.4456 - val_mean_absolute_error: 255.9031
Epoch 842/1000
148/148 [==============================] - 0s 101us/step - loss: 40708.9182 - mean_absolute_error: 168.8537 - val_loss: 76537.5319 - val_mean_absolute_error: 255.8220
Epoch 843/1000
148/148 [==============================] - 0s 95us/step - loss: 40680.0660 - mean_absolute_error: 168.7666 - val_loss: 76493.3091 - val_mean_absolute_error: 255.7437
Epoch 844/1000
148/148 [==============================] - 0s 101us/step - loss: 40653.9607 - mean_absolute_error: 168.7287 - val_loss: 76447.7306 - val_mean_absolute_error: 255.6621
Epoch 845/1000
148/148 [==============================] - 0s 95us/step - loss: 40625.6623 - mean_absolute_error: 168.6394 - val_loss: 76406.4391 - val_mean_absolute_error: 255.5893
Epoch 846/1000
148/148 [==============================] - 0s 101us/step - loss: 40601.4998 - mean_absolute_error: 168.5857 - val_loss: 76355.9728 - val_mean_absolute_error: 255.5019
Epoch 847/1000
148/148 [==============================] - 0s 101us/step - loss: 40570.5800 - mean_absolute_error: 168.5642 - val_loss: 76309.0047 - val_mean_absolute_error: 255.4193
Epoch 848/1000
148/148 [==============================] - 0s 88us/step - loss: 40541.6123 - mean_absolute_error: 168.5279 - val_loss: 76265.7666 - val_mean_absolute_error: 255.3431
Epoch 849/1000
148/148 [==============================] - 0s 101us/step - loss: 40514.6590 - mean_absolute_error: 168.4640 - val_loss: 76220.8456 - val_mean_absolute_error: 255.2617
Epoch 850/1000
148/148 [==============================] - 0s 74us/step - loss: 40488.5986 - mean_absolute_error: 168.4059 - val_loss: 76176.0422 - val_mean_absolute_error: 255.1817
Epoch 851/1000
148/148 [==============================] - 0s 101us/step - loss: 40459.7023 - mean_absolute_error: 168.3095 - val_loss: 76127.6862 - val_mean_absolute_error: 255.0965
Epoch 852/1000
148/148 [==============================] - 0s 88us/step - loss: 40430.9468 - mean_absolute_error: 168.2396 - val_loss: 76081.4669 - val_mean_absolute_error: 255.0149
Epoch 853/1000
148/148 [==============================] - 0s 101us/step - loss: 40402.0955 - mean_absolute_error: 168.1838 - val_loss: 76037.8734 - val_mean_absolute_error: 254.9381
Epoch 854/1000
148/148 [==============================] - 0s 108us/step - loss: 40375.0883 - mean_absolute_error: 168.1263 - val_loss: 75989.9891 - val_mean_absolute_error: 254.8523
Epoch 855/1000
148/148 [==============================] - 0s 128us/step - loss: 40347.3389 - mean_absolute_error: 168.0460 - val_loss: 75943.3747 - val_mean_absolute_error: 254.7712
Epoch 856/1000
148/148 [==============================] - 0s 108us/step - loss: 40317.5390 - mean_absolute_error: 168.0258 - val_loss: 75901.2678 - val_mean_absolute_error: 254.6965
Epoch 857/1000
148/148 [==============================] - 0s 88us/step - loss: 40291.8919 - mean_absolute_error: 167.9801 - val_loss: 75861.3750 - val_mean_absolute_error: 254.6255
Epoch 858/1000
148/148 [==============================] - 0s 324us/step - loss: 40266.7803 - mean_absolute_error: 167.8945 - val_loss: 75821.5947 - val_mean_absolute_error: 254.5557
Epoch 859/1000
148/148 [==============================] - 0s 155us/step - loss: 40243.6659 - mean_absolute_error: 167.8289 - val_loss: 75772.4350 - val_mean_absolute_error: 254.4686
Epoch 860/1000
148/148 [==============================] - 0s 270us/step - loss: 40211.9336 - mean_absolute_error: 167.7775 - val_loss: 75726.7359 - val_mean_absolute_error: 254.3874
Epoch 861/1000
148/148 [==============================] - 0s 270us/step - loss: 40185.6607 - mean_absolute_error: 167.7432 - val_loss: 75686.9678 - val_mean_absolute_error: 254.3167
Epoch 862/1000
148/148 [==============================] - ETA: 0s - loss: 42960.0547 - mean_absolute_error: 176.372 - 0s 169us/step - loss: 40158.6590 - mean_absolute_error: 167.6083 - val_loss: 75643.8062 - val_mean_absolute_error: 254.2410
Epoch 863/1000
148/148 [==============================] - 0s 149us/step - loss: 40133.4583 - mean_absolute_error: 167.5698 - val_loss: 75594.0147 - val_mean_absolute_error: 254.1527
Epoch 864/1000
148/148 [==============================] - 0s 142us/step - loss: 40104.5075 - mean_absolute_error: 167.4962 - val_loss: 75550.4356 - val_mean_absolute_error: 254.0751
Epoch 865/1000
148/148 [==============================] - 0s 142us/step - loss: 40076.1271 - mean_absolute_error: 167.4279 - val_loss: 75511.5981 - val_mean_absolute_error: 254.0050
Epoch 866/1000
148/148 [==============================] - 0s 216us/step - loss: 40053.8422 - mean_absolute_error: 167.3663 - val_loss: 75463.0450 - val_mean_absolute_error: 253.9185
Epoch 867/1000
148/148 [==============================] - 0s 149us/step - loss: 40023.0700 - mean_absolute_error: 167.3437 - val_loss: 75424.6253 - val_mean_absolute_error: 253.8502
Epoch 868/1000
148/148 [==============================] - 0s 176us/step - loss: 39999.7595 - mean_absolute_error: 167.2430 - val_loss: 75378.8006 - val_mean_absolute_error: 253.7669
Epoch 869/1000
148/148 [==============================] - 0s 162us/step - loss: 39969.6039 - mean_absolute_error: 167.1354 - val_loss: 75328.4816 - val_mean_absolute_error: 253.6777
Epoch 870/1000
148/148 [==============================] - 0s 108us/step - loss: 39939.1270 - mean_absolute_error: 167.0786 - val_loss: 75281.8484 - val_mean_absolute_error: 253.5950
Epoch 871/1000
148/148 [==============================] - 0s 101us/step - loss: 39912.8564 - mean_absolute_error: 167.0057 - val_loss: 75241.0981 - val_mean_absolute_error: 253.5217
Epoch 872/1000
148/148 [==============================] - 0s 115us/step - loss: 39885.5827 - mean_absolute_error: 166.9169 - val_loss: 75194.2106 - val_mean_absolute_error: 253.4385
Epoch 873/1000
148/148 [==============================] - 0s 108us/step - loss: 39858.9308 - mean_absolute_error: 166.8724 - val_loss: 75151.0878 - val_mean_absolute_error: 253.3618
Epoch 874/1000
148/148 [==============================] - 0s 155us/step - loss: 39830.0834 - mean_absolute_error: 166.8241 - val_loss: 75111.1328 - val_mean_absolute_error: 253.2907
Epoch 875/1000
148/148 [==============================] - 0s 101us/step - loss: 39804.7212 - mean_absolute_error: 166.7823 - val_loss: 75065.8000 - val_mean_absolute_error: 253.2089
Epoch 876/1000
148/148 [==============================] - 0s 108us/step - loss: 39777.6302 - mean_absolute_error: 166.7339 - val_loss: 75028.9378 - val_mean_absolute_error: 253.1430
Epoch 877/1000
148/148 [==============================] - 0s 101us/step - loss: 39756.0365 - mean_absolute_error: 166.6664 - val_loss: 74979.6559 - val_mean_absolute_error: 253.0554
Epoch 878/1000
148/148 [==============================] - 0s 89us/step - loss: 39724.9104 - mean_absolute_error: 166.6151 - val_loss: 74937.5491 - val_mean_absolute_error: 252.9803
Epoch 879/1000
148/148 [==============================] - 0s 88us/step - loss: 39696.5446 - mean_absolute_error: 166.5414 - val_loss: 74889.8913 - val_mean_absolute_error: 252.8951
Epoch 880/1000
148/148 [==============================] - 0s 101us/step - loss: 39669.4102 - mean_absolute_error: 166.4997 - val_loss: 74847.1812 - val_mean_absolute_error: 252.8189
Epoch 881/1000
148/148 [==============================] - 0s 108us/step - loss: 39642.9825 - mean_absolute_error: 166.4355 - val_loss: 74801.4837 - val_mean_absolute_error: 252.7379
Epoch 882/1000
148/148 [==============================] - 0s 122us/step - loss: 39615.9241 - mean_absolute_error: 166.3544 - val_loss: 74758.2844 - val_mean_absolute_error: 252.6616
Epoch 883/1000
148/148 [==============================] - 0s 108us/step - loss: 39587.6571 - mean_absolute_error: 166.3136 - val_loss: 74715.1097 - val_mean_absolute_error: 252.5848
Epoch 884/1000
148/148 [==============================] - 0s 115us/step - loss: 39561.6684 - mean_absolute_error: 166.3054 - val_loss: 74666.0759 - val_mean_absolute_error: 252.4976
Epoch 885/1000
148/148 [==============================] - 0s 128us/step - loss: 39532.8809 - mean_absolute_error: 166.2404 - val_loss: 74624.2838 - val_mean_absolute_error: 252.4241
Epoch 886/1000
148/148 [==============================] - 0s 108us/step - loss: 39506.3738 - mean_absolute_error: 166.2026 - val_loss: 74580.2531 - val_mean_absolute_error: 252.3451
Epoch 887/1000
148/148 [==============================] - 0s 122us/step - loss: 39480.6377 - mean_absolute_error: 166.1694 - val_loss: 74535.6097 - val_mean_absolute_error: 252.2648
Epoch 888/1000
148/148 [==============================] - 0s 155us/step - loss: 39453.1589 - mean_absolute_error: 166.0419 - val_loss: 74498.3031 - val_mean_absolute_error: 252.1979
Epoch 889/1000
148/148 [==============================] - 0s 115us/step - loss: 39430.6559 - mean_absolute_error: 165.9969 - val_loss: 74458.9466 - val_mean_absolute_error: 252.1268
Epoch 890/1000
148/148 [==============================] - 0s 101us/step - loss: 39404.9816 - mean_absolute_error: 165.8937 - val_loss: 74416.9097 - val_mean_absolute_error: 252.0511
Epoch 891/1000
148/148 [==============================] - 0s 135us/step - loss: 39378.7805 - mean_absolute_error: 165.8297 - val_loss: 74368.0134 - val_mean_absolute_error: 251.9638
Epoch 892/1000
148/148 [==============================] - 0s 115us/step - loss: 39349.4264 - mean_absolute_error: 165.7617 - val_loss: 74321.0972 - val_mean_absolute_error: 251.8804
Epoch 893/1000
148/148 [==============================] - 0s 88us/step - loss: 39322.7480 - mean_absolute_error: 165.7340 - val_loss: 74284.6487 - val_mean_absolute_error: 251.8150
Epoch 894/1000
148/148 [==============================] - 0s 95us/step - loss: 39297.5381 - mean_absolute_error: 165.6480 - val_loss: 74240.1828 - val_mean_absolute_error: 251.7336
Epoch 895/1000
148/148 [==============================] - 0s 74us/step - loss: 39270.6151 - mean_absolute_error: 165.5867 - val_loss: 74194.0509 - val_mean_absolute_error: 251.6509
Epoch 896/1000
148/148 [==============================] - 0s 81us/step - loss: 39244.7609 - mean_absolute_error: 165.5191 - val_loss: 74149.5038 - val_mean_absolute_error: 251.5708
Epoch 897/1000
148/148 [==============================] - 0s 88us/step - loss: 39216.1316 - mean_absolute_error: 165.4585 - val_loss: 74109.7369 - val_mean_absolute_error: 251.4999
Epoch 898/1000
148/148 [==============================] - 0s 108us/step - loss: 39192.6787 - mean_absolute_error: 165.4422 - val_loss: 74068.7291 - val_mean_absolute_error: 251.4270
Epoch 899/1000
148/148 [==============================] - 0s 128us/step - loss: 39164.8902 - mean_absolute_error: 165.3713 - val_loss: 74024.3153 - val_mean_absolute_error: 251.3486
Epoch 900/1000
148/148 [==============================] - 0s 128us/step - loss: 39136.9736 - mean_absolute_error: 165.3701 - val_loss: 73977.2581 - val_mean_absolute_error: 251.2639
Epoch 901/1000
148/148 [==============================] - 0s 162us/step - loss: 39109.1211 - mean_absolute_error: 165.3086 - val_loss: 73934.0734 - val_mean_absolute_error: 251.1860
Epoch 902/1000
148/148 [==============================] - 0s 149us/step - loss: 39082.9112 - mean_absolute_error: 165.2643 - val_loss: 73886.2684 - val_mean_absolute_error: 251.0999
Epoch 903/1000
148/148 [==============================] - 0s 108us/step - loss: 39053.3200 - mean_absolute_error: 165.1995 - val_loss: 73841.2388 - val_mean_absolute_error: 251.0188
Epoch 904/1000
148/148 [==============================] - 0s 142us/step - loss: 39026.9712 - mean_absolute_error: 165.1467 - val_loss: 73799.6206 - val_mean_absolute_error: 250.9433
Epoch 905/1000
148/148 [==============================] - 0s 115us/step - loss: 38999.3346 - mean_absolute_error: 165.0420 - val_loss: 73749.0222 - val_mean_absolute_error: 250.8520
Epoch 906/1000
148/148 [==============================] - 0s 122us/step - loss: 38971.6215 - mean_absolute_error: 164.9722 - val_loss: 73710.1069 - val_mean_absolute_error: 250.7821
Epoch 907/1000
148/148 [==============================] - 0s 101us/step - loss: 38946.1636 - mean_absolute_error: 164.9009 - val_loss: 73663.6097 - val_mean_absolute_error: 250.6983
Epoch 908/1000
148/148 [==============================] - 0s 122us/step - loss: 38917.2644 - mean_absolute_error: 164.8612 - val_loss: 73620.8184 - val_mean_absolute_error: 250.6214
Epoch 909/1000
148/148 [==============================] - 0s 128us/step - loss: 38893.9281 - mean_absolute_error: 164.8139 - val_loss: 73580.8309 - val_mean_absolute_error: 250.5488
Epoch 910/1000
148/148 [==============================] - 0s 108us/step - loss: 38866.6330 - mean_absolute_error: 164.7530 - val_loss: 73532.7166 - val_mean_absolute_error: 250.4620
Epoch 911/1000
148/148 [==============================] - 0s 88us/step - loss: 38838.7435 - mean_absolute_error: 164.7036 - val_loss: 73487.4931 - val_mean_absolute_error: 250.3805
Epoch 912/1000
148/148 [==============================] - 0s 88us/step - loss: 38810.5147 - mean_absolute_error: 164.6303 - val_loss: 73448.2012 - val_mean_absolute_error: 250.3091
Epoch 913/1000
148/148 [==============================] - 0s 95us/step - loss: 38787.8643 - mean_absolute_error: 164.5193 - val_loss: 73407.5800 - val_mean_absolute_error: 250.2353
Epoch 914/1000
148/148 [==============================] - 0s 101us/step - loss: 38760.5528 - mean_absolute_error: 164.4836 - val_loss: 73371.6609 - val_mean_absolute_error: 250.1708
Epoch 915/1000
148/148 [==============================] - 0s 169us/step - loss: 38737.3817 - mean_absolute_error: 164.4229 - val_loss: 73332.6269 - val_mean_absolute_error: 250.1008
Epoch 916/1000
148/148 [==============================] - 0s 135us/step - loss: 38713.0470 - mean_absolute_error: 164.3200 - val_loss: 73283.8881 - val_mean_absolute_error: 250.0139
Epoch 917/1000
148/148 [==============================] - 0s 122us/step - loss: 38683.6286 - mean_absolute_error: 164.2795 - val_loss: 73240.8816 - val_mean_absolute_error: 249.9374
Epoch 918/1000
148/148 [==============================] - ETA: 0s - loss: 37188.6055 - mean_absolute_error: 160.974 - 0s 95us/step - loss: 38657.0261 - mean_absolute_error: 164.2359 - val_loss: 73192.3200 - val_mean_absolute_error: 249.8511
Epoch 919/1000
148/148 [==============================] - 0s 88us/step - loss: 38628.1289 - mean_absolute_error: 164.1816 - val_loss: 73150.3163 - val_mean_absolute_error: 249.7753
Epoch 920/1000
148/148 [==============================] - 0s 108us/step - loss: 38602.6108 - mean_absolute_error: 164.1272 - val_loss: 73110.5847 - val_mean_absolute_error: 249.7043
Epoch 921/1000
148/148 [==============================] - 0s 95us/step - loss: 38582.2884 - mean_absolute_error: 164.0714 - val_loss: 73065.3400 - val_mean_absolute_error: 249.6238
Epoch 922/1000
148/148 [==============================] - 0s 88us/step - loss: 38550.4093 - mean_absolute_error: 164.0184 - val_loss: 73019.3663 - val_mean_absolute_error: 249.5419
Epoch 923/1000
148/148 [==============================] - 0s 88us/step - loss: 38523.6513 - mean_absolute_error: 163.9485 - val_loss: 72979.3119 - val_mean_absolute_error: 249.4718
Epoch 924/1000
148/148 [==============================] - 0s 95us/step - loss: 38500.4635 - mean_absolute_error: 163.9059 - val_loss: 72935.5241 - val_mean_absolute_error: 249.3938
Epoch 925/1000
148/148 [==============================] - 0s 88us/step - loss: 38473.2743 - mean_absolute_error: 163.8655 - val_loss: 72894.1181 - val_mean_absolute_error: 249.3196
Epoch 926/1000
148/148 [==============================] - 0s 101us/step - loss: 38445.6642 - mean_absolute_error: 163.8210 - val_loss: 72844.6534 - val_mean_absolute_error: 249.2313
Epoch 927/1000
148/148 [==============================] - 0s 95us/step - loss: 38415.6071 - mean_absolute_error: 163.7447 - val_loss: 72801.1303 - val_mean_absolute_error: 249.1524
Epoch 928/1000
148/148 [==============================] - 0s 95us/step - loss: 38395.7000 - mean_absolute_error: 163.6946 - val_loss: 72752.4625 - val_mean_absolute_error: 249.0648
Epoch 929/1000
148/148 [==============================] - 0s 88us/step - loss: 38360.6391 - mean_absolute_error: 163.6089 - val_loss: 72714.3163 - val_mean_absolute_error: 248.9963
Epoch 930/1000
148/148 [==============================] - 0s 81us/step - loss: 38337.4184 - mean_absolute_error: 163.5728 - val_loss: 72678.8300 - val_mean_absolute_error: 248.9316
Epoch 931/1000
148/148 [==============================] - 0s 101us/step - loss: 38314.2746 - mean_absolute_error: 163.4824 - val_loss: 72632.6809 - val_mean_absolute_error: 248.8495
Epoch 932/1000
148/148 [==============================] - 0s 95us/step - loss: 38286.0409 - mean_absolute_error: 163.4058 - val_loss: 72590.8441 - val_mean_absolute_error: 248.7740
Epoch 933/1000
148/148 [==============================] - 0s 88us/step - loss: 38263.6740 - mean_absolute_error: 163.3181 - val_loss: 72547.4291 - val_mean_absolute_error: 248.6955
Epoch 934/1000
148/148 [==============================] - 0s 81us/step - loss: 38232.8511 - mean_absolute_error: 163.2309 - val_loss: 72510.4459 - val_mean_absolute_error: 248.6271
Epoch 935/1000
148/148 [==============================] - 0s 95us/step - loss: 38211.2421 - mean_absolute_error: 163.1817 - val_loss: 72468.5044 - val_mean_absolute_error: 248.5520
Epoch 936/1000
148/148 [==============================] - 0s 95us/step - loss: 38184.3020 - mean_absolute_error: 163.1235 - val_loss: 72423.2941 - val_mean_absolute_error: 248.4710
Epoch 937/1000
148/148 [==============================] - 0s 101us/step - loss: 38156.5556 - mean_absolute_error: 163.0730 - val_loss: 72380.7566 - val_mean_absolute_error: 248.3945
Epoch 938/1000
148/148 [==============================] - 0s 101us/step - loss: 38131.2920 - mean_absolute_error: 163.0257 - val_loss: 72338.3338 - val_mean_absolute_error: 248.3200
Epoch 939/1000
148/148 [==============================] - 0s 101us/step - loss: 38104.8601 - mean_absolute_error: 163.0007 - val_loss: 72291.0269 - val_mean_absolute_error: 248.2350
Epoch 940/1000
148/148 [==============================] - 0s 101us/step - loss: 38076.6738 - mean_absolute_error: 162.9357 - val_loss: 72256.8822 - val_mean_absolute_error: 248.1730
Epoch 941/1000
148/148 [==============================] - 0s 128us/step - loss: 38054.3117 - mean_absolute_error: 162.8359 - val_loss: 72205.6191 - val_mean_absolute_error: 248.0811
Epoch 942/1000
148/148 [==============================] - 0s 101us/step - loss: 38027.1874 - mean_absolute_error: 162.8184 - val_loss: 72168.3262 - val_mean_absolute_error: 248.0140
Epoch 943/1000
148/148 [==============================] - 0s 122us/step - loss: 38000.6257 - mean_absolute_error: 162.7331 - val_loss: 72128.9841 - val_mean_absolute_error: 247.9431
Epoch 944/1000
148/148 [==============================] - 0s 108us/step - loss: 37978.4872 - mean_absolute_error: 162.6724 - val_loss: 72085.2972 - val_mean_absolute_error: 247.8651
Epoch 945/1000
148/148 [==============================] - 0s 230us/step - loss: 37950.5432 - mean_absolute_error: 162.6963 - val_loss: 72037.7306 - val_mean_absolute_error: 247.7794
Epoch 946/1000
148/148 [==============================] - 0s 257us/step - loss: 37921.1854 - mean_absolute_error: 162.6398 - val_loss: 71991.6753 - val_mean_absolute_error: 247.6963
Epoch 947/1000
148/148 [==============================] - 0s 250us/step - loss: 37892.1511 - mean_absolute_error: 162.5483 - val_loss: 71951.1391 - val_mean_absolute_error: 247.6233
Epoch 948/1000
148/148 [==============================] - 0s 162us/step - loss: 37868.4116 - mean_absolute_error: 162.4862 - val_loss: 71905.4622 - val_mean_absolute_error: 247.5420
Epoch 949/1000
148/148 [==============================] - 0s 223us/step - loss: 37838.8754 - mean_absolute_error: 162.4959 - val_loss: 71862.7575 - val_mean_absolute_error: 247.4653
Epoch 950/1000
148/148 [==============================] - 0s 182us/step - loss: 37813.3026 - mean_absolute_error: 162.4433 - val_loss: 71821.0497 - val_mean_absolute_error: 247.3899
Epoch 951/1000
148/148 [==============================] - 0s 176us/step - loss: 37788.3084 - mean_absolute_error: 162.4036 - val_loss: 71780.2372 - val_mean_absolute_error: 247.3164
Epoch 952/1000
148/148 [==============================] - 0s 169us/step - loss: 37762.8587 - mean_absolute_error: 162.3240 - val_loss: 71734.1828 - val_mean_absolute_error: 247.2332
Epoch 953/1000
148/148 [==============================] - 0s 101us/step - loss: 37734.6203 - mean_absolute_error: 162.2714 - val_loss: 71698.0091 - val_mean_absolute_error: 247.1659
Epoch 954/1000
148/148 [==============================] - 0s 149us/step - loss: 37713.7266 - mean_absolute_error: 162.1897 - val_loss: 71662.5419 - val_mean_absolute_error: 247.1017
Epoch 955/1000
148/148 [==============================] - 0s 122us/step - loss: 37690.9870 - mean_absolute_error: 162.1306 - val_loss: 71614.5053 - val_mean_absolute_error: 247.0158
Epoch 956/1000
148/148 [==============================] - 0s 149us/step - loss: 37661.7720 - mean_absolute_error: 162.0734 - val_loss: 71575.5341 - val_mean_absolute_error: 246.9447
Epoch 957/1000
148/148 [==============================] - 0s 108us/step - loss: 37636.5868 - mean_absolute_error: 161.9731 - val_loss: 71533.0550 - val_mean_absolute_error: 246.8675
Epoch 958/1000
148/148 [==============================] - 0s 142us/step - loss: 37613.8338 - mean_absolute_error: 161.8781 - val_loss: 71496.2125 - val_mean_absolute_error: 246.8002
Epoch 959/1000
148/148 [==============================] - 0s 142us/step - loss: 37589.1466 - mean_absolute_error: 161.8247 - val_loss: 71456.5956 - val_mean_absolute_error: 246.7281
Epoch 960/1000
148/148 [==============================] - 0s 101us/step - loss: 37565.6670 - mean_absolute_error: 161.7687 - val_loss: 71409.1453 - val_mean_absolute_error: 246.6423
Epoch 961/1000
148/148 [==============================] - 0s 101us/step - loss: 37537.8473 - mean_absolute_error: 161.7386 - val_loss: 71365.9703 - val_mean_absolute_error: 246.5651
Epoch 962/1000
148/148 [==============================] - 0s 115us/step - loss: 37511.2190 - mean_absolute_error: 161.6986 - val_loss: 71327.9344 - val_mean_absolute_error: 246.4944
Epoch 963/1000
148/148 [==============================] - 0s 115us/step - loss: 37486.5501 - mean_absolute_error: 161.6101 - val_loss: 71284.8353 - val_mean_absolute_error: 246.4166
Epoch 964/1000
148/148 [==============================] - 0s 115us/step - loss: 37460.7237 - mean_absolute_error: 161.5314 - val_loss: 71240.1956 - val_mean_absolute_error: 246.3358
Epoch 965/1000
148/148 [==============================] - 0s 128us/step - loss: 37433.8780 - mean_absolute_error: 161.4949 - val_loss: 71199.6475 - val_mean_absolute_error: 246.2615
Epoch 966/1000
148/148 [==============================] - 0s 135us/step - loss: 37408.0446 - mean_absolute_error: 161.4052 - val_loss: 71153.3650 - val_mean_absolute_error: 246.1786
Epoch 967/1000
148/148 [==============================] - 0s 115us/step - loss: 37379.5017 - mean_absolute_error: 161.3586 - val_loss: 71110.6909 - val_mean_absolute_error: 246.1022
Epoch 968/1000
148/148 [==============================] - 0s 331us/step - loss: 37352.2679 - mean_absolute_error: 161.3534 - val_loss: 71069.9741 - val_mean_absolute_error: 246.0276
Epoch 969/1000
148/148 [==============================] - 0s 439us/step - loss: 37327.3058 - mean_absolute_error: 161.2866 - val_loss: 71023.1125 - val_mean_absolute_error: 245.9423
Epoch 970/1000
148/148 [==============================] - 0s 135us/step - loss: 37300.4960 - mean_absolute_error: 161.2290 - val_loss: 70979.1444 - val_mean_absolute_error: 245.8635
Epoch 971/1000
148/148 [==============================] - 0s 162us/step - loss: 37273.6128 - mean_absolute_error: 161.2239 - val_loss: 70937.4034 - val_mean_absolute_error: 245.7874
Epoch 972/1000
148/148 [==============================] - 0s 149us/step - loss: 37248.1427 - mean_absolute_error: 161.1698 - val_loss: 70896.4037 - val_mean_absolute_error: 245.7135
Epoch 973/1000
148/148 [==============================] - 0s 135us/step - loss: 37222.9149 - mean_absolute_error: 161.1368 - val_loss: 70848.9553 - val_mean_absolute_error: 245.6270
Epoch 974/1000
148/148 [==============================] - 0s 142us/step - loss: 37196.5312 - mean_absolute_error: 161.0876 - val_loss: 70812.4162 - val_mean_absolute_error: 245.5599
Epoch 975/1000
148/148 [==============================] - 0s 135us/step - loss: 37172.7297 - mean_absolute_error: 160.9874 - val_loss: 70763.5997 - val_mean_absolute_error: 245.4723
Epoch 976/1000
148/148 [==============================] - 0s 135us/step - loss: 37144.2173 - mean_absolute_error: 160.9882 - val_loss: 70717.9778 - val_mean_absolute_error: 245.3890
Epoch 977/1000
148/148 [==============================] - 0s 128us/step - loss: 37116.4015 - mean_absolute_error: 160.9292 - val_loss: 70676.2053 - val_mean_absolute_error: 245.3126
Epoch 978/1000
148/148 [==============================] - 0s 149us/step - loss: 37091.1512 - mean_absolute_error: 160.8799 - val_loss: 70634.6634 - val_mean_absolute_error: 245.2366
Epoch 979/1000
148/148 [==============================] - 0s 149us/step - loss: 37068.1480 - mean_absolute_error: 160.8292 - val_loss: 70593.8706 - val_mean_absolute_error: 245.1619
Epoch 980/1000
148/148 [==============================] - 0s 135us/step - loss: 37041.2979 - mean_absolute_error: 160.7681 - val_loss: 70548.6822 - val_mean_absolute_error: 245.0793
Epoch 981/1000
148/148 [==============================] - 0s 108us/step - loss: 37016.8298 - mean_absolute_error: 160.7034 - val_loss: 70513.7063 - val_mean_absolute_error: 245.0135
Epoch 982/1000
148/148 [==============================] - 0s 108us/step - loss: 36992.7958 - mean_absolute_error: 160.6360 - val_loss: 70466.6888 - val_mean_absolute_error: 244.9274
Epoch 983/1000
148/148 [==============================] - 0s 128us/step - loss: 36963.3151 - mean_absolute_error: 160.5768 - val_loss: 70422.7966 - val_mean_absolute_error: 244.8471
Epoch 984/1000
148/148 [==============================] - 0s 169us/step - loss: 36938.6481 - mean_absolute_error: 160.5158 - val_loss: 70380.6572 - val_mean_absolute_error: 244.7699
Epoch 985/1000
148/148 [==============================] - 0s 176us/step - loss: 36911.6794 - mean_absolute_error: 160.4859 - val_loss: 70339.3247 - val_mean_absolute_error: 244.6937
Epoch 986/1000
148/148 [==============================] - 0s 142us/step - loss: 36886.0579 - mean_absolute_error: 160.3825 - val_loss: 70298.6806 - val_mean_absolute_error: 244.6193
Epoch 987/1000
148/148 [==============================] - 0s 115us/step - loss: 36861.3552 - mean_absolute_error: 160.3167 - val_loss: 70256.3122 - val_mean_absolute_error: 244.5413
Epoch 988/1000
148/148 [==============================] - 0s 128us/step - loss: 36836.0416 - mean_absolute_error: 160.2675 - val_loss: 70220.1075 - val_mean_absolute_error: 244.4745
Epoch 989/1000
148/148 [==============================] - 0s 115us/step - loss: 36813.4463 - mean_absolute_error: 160.1743 - val_loss: 70173.2184 - val_mean_absolute_error: 244.3888
Epoch 990/1000
148/148 [==============================] - 0s 110us/step - loss: 36786.4217 - mean_absolute_error: 160.0937 - val_loss: 70130.2006 - val_mean_absolute_error: 244.3115
Epoch 991/1000
148/148 [==============================] - 0s 115us/step - loss: 36758.7135 - mean_absolute_error: 160.0976 - val_loss: 70083.2956 - val_mean_absolute_error: 244.2254
Epoch 992/1000
148/148 [==============================] - 0s 122us/step - loss: 36730.9132 - mean_absolute_error: 160.0332 - val_loss: 70039.6203 - val_mean_absolute_error: 244.1454
Epoch 993/1000
148/148 [==============================] - 0s 108us/step - loss: 36705.5177 - mean_absolute_error: 159.9856 - val_loss: 69998.1456 - val_mean_absolute_error: 244.0692
Epoch 994/1000
148/148 [==============================] - 0s 128us/step - loss: 36679.9201 - mean_absolute_error: 159.9307 - val_loss: 69967.4206 - val_mean_absolute_error: 244.0125
Epoch 995/1000
148/148 [==============================] - 0s 101us/step - loss: 36660.9492 - mean_absolute_error: 159.8668 - val_loss: 69931.7591 - val_mean_absolute_error: 243.9469
Epoch 996/1000
148/148 [==============================] - 0s 101us/step - loss: 36638.1078 - mean_absolute_error: 159.7783 - val_loss: 69886.6797 - val_mean_absolute_error: 243.8646
Epoch 997/1000
148/148 [==============================] - 0s 128us/step - loss: 36612.5871 - mean_absolute_error: 159.7840 - val_loss: 69843.9556 - val_mean_absolute_error: 243.7868
Epoch 998/1000
148/148 [==============================] - 0s 115us/step - loss: 36585.5048 - mean_absolute_error: 159.7016 - val_loss: 69800.8059 - val_mean_absolute_error: 243.7078
Epoch 999/1000
148/148 [==============================] - 0s 108us/step - loss: 36562.4106 - mean_absolute_error: 159.6232 - val_loss: 69762.7047 - val_mean_absolute_error: 243.6383
Epoch 1000/1000
148/148 [==============================] - 0s 122us/step - loss: 36536.4547 - mean_absolute_error: 159.5973 - val_loss: 69720.6381 - val_mean_absolute_error: 243.5610
Out[50]:
<keras.callbacks.History at 0x2073b920fd0>
In [51]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=5000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/5000
148/148 [==============================] - 0s 290us/step - loss: 36511.0877 - mean_absolute_error: 159.5395 - val_loss: 69681.1866 - val_mean_absolute_error: 243.4883
Epoch 2/5000
148/148 [==============================] - 0s 162us/step - loss: 36487.0262 - mean_absolute_error: 159.4848 - val_loss: 69638.5659 - val_mean_absolute_error: 243.4093
Epoch 3/5000
148/148 [==============================] - 0s 128us/step - loss: 36461.2646 - mean_absolute_error: 159.3887 - val_loss: 69597.2188 - val_mean_absolute_error: 243.3329
Epoch 4/5000
148/148 [==============================] - 0s 135us/step - loss: 36437.0641 - mean_absolute_error: 159.2892 - val_loss: 69554.2709 - val_mean_absolute_error: 243.2537
Epoch 5/5000
148/148 [==============================] - 0s 135us/step - loss: 36409.7637 - mean_absolute_error: 159.2726 - val_loss: 69513.2372 - val_mean_absolute_error: 243.1782
Epoch 6/5000
148/148 [==============================] - 0s 162us/step - loss: 36384.8023 - mean_absolute_error: 159.2282 - val_loss: 69473.5984 - val_mean_absolute_error: 243.1039
Epoch 7/5000
148/148 [==============================] - 0s 122us/step - loss: 36359.1218 - mean_absolute_error: 159.1173 - val_loss: 69428.9747 - val_mean_absolute_error: 243.0225
Epoch 8/5000
148/148 [==============================] - 0s 189us/step - loss: 36333.9480 - mean_absolute_error: 159.0805 - val_loss: 69390.2606 - val_mean_absolute_error: 242.9511
Epoch 9/5000
148/148 [==============================] - 0s 149us/step - loss: 36309.8686 - mean_absolute_error: 158.9709 - val_loss: 69342.3256 - val_mean_absolute_error: 242.8625
Epoch 10/5000
148/148 [==============================] - 0s 108us/step - loss: 36282.0685 - mean_absolute_error: 158.9261 - val_loss: 69297.2838 - val_mean_absolute_error: 242.7794
Epoch 11/5000
148/148 [==============================] - 0s 149us/step - loss: 36255.1962 - mean_absolute_error: 158.8605 - val_loss: 69253.4309 - val_mean_absolute_error: 242.6984
Epoch 12/5000
148/148 [==============================] - 0s 176us/step - loss: 36228.7967 - mean_absolute_error: 158.8112 - val_loss: 69212.2625 - val_mean_absolute_error: 242.6222
Epoch 13/5000
148/148 [==============================] - 0s 149us/step - loss: 36206.3665 - mean_absolute_error: 158.7793 - val_loss: 69176.8419 - val_mean_absolute_error: 242.5566
Epoch 14/5000
148/148 [==============================] - 0s 115us/step - loss: 36182.3155 - mean_absolute_error: 158.6891 - val_loss: 69138.7403 - val_mean_absolute_error: 242.4866
Epoch 15/5000
148/148 [==============================] - 0s 101us/step - loss: 36158.3452 - mean_absolute_error: 158.6240 - val_loss: 69092.7884 - val_mean_absolute_error: 242.4016
Epoch 16/5000
148/148 [==============================] - 0s 155us/step - loss: 36130.4345 - mean_absolute_error: 158.5757 - val_loss: 69048.7550 - val_mean_absolute_error: 242.3205
Epoch 17/5000
148/148 [==============================] - 0s 149us/step - loss: 36108.5676 - mean_absolute_error: 158.4730 - val_loss: 69013.2137 - val_mean_absolute_error: 242.2547
Epoch 18/5000
148/148 [==============================] - 0s 128us/step - loss: 36083.0023 - mean_absolute_error: 158.4037 - val_loss: 68966.8087 - val_mean_absolute_error: 242.1684
Epoch 19/5000
148/148 [==============================] - 0s 142us/step - loss: 36055.7989 - mean_absolute_error: 158.3106 - val_loss: 68926.6125 - val_mean_absolute_error: 242.0938
Epoch 20/5000
148/148 [==============================] - 0s 135us/step - loss: 36030.8241 - mean_absolute_error: 158.2309 - val_loss: 68881.0431 - val_mean_absolute_error: 242.0095
Epoch 21/5000
148/148 [==============================] - 0s 149us/step - loss: 36005.4467 - mean_absolute_error: 158.1614 - val_loss: 68838.0788 - val_mean_absolute_error: 241.9300
Epoch 22/5000
148/148 [==============================] - 0s 135us/step - loss: 35979.8306 - mean_absolute_error: 158.1402 - val_loss: 68801.2694 - val_mean_absolute_error: 241.8629
Epoch 23/5000
148/148 [==============================] - 0s 182us/step - loss: 35954.2002 - mean_absolute_error: 158.1216 - val_loss: 68760.0712 - val_mean_absolute_error: 241.7864
Epoch 24/5000
148/148 [==============================] - 0s 155us/step - loss: 35929.7960 - mean_absolute_error: 158.0705 - val_loss: 68712.7594 - val_mean_absolute_error: 241.6994
Epoch 25/5000
148/148 [==============================] - 0s 115us/step - loss: 35900.8453 - mean_absolute_error: 158.0412 - val_loss: 68674.1359 - val_mean_absolute_error: 241.6274
Epoch 26/5000
148/148 [==============================] - 0s 149us/step - loss: 35876.5835 - mean_absolute_error: 157.9484 - val_loss: 68632.0431 - val_mean_absolute_error: 241.5490
Epoch 27/5000
148/148 [==============================] - 0s 115us/step - loss: 35852.2682 - mean_absolute_error: 157.8863 - val_loss: 68591.3641 - val_mean_absolute_error: 241.4728
Epoch 28/5000
148/148 [==============================] - 0s 168us/step - loss: 35828.7711 - mean_absolute_error: 157.8237 - val_loss: 68549.9100 - val_mean_absolute_error: 241.3946
Epoch 29/5000
148/148 [==============================] - 0s 122us/step - loss: 35802.5482 - mean_absolute_error: 157.7871 - val_loss: 68510.7928 - val_mean_absolute_error: 241.3231
Epoch 30/5000
148/148 [==============================] - 0s 128us/step - loss: 35781.6744 - mean_absolute_error: 157.7777 - val_loss: 68461.9444 - val_mean_absolute_error: 241.2330
Epoch 31/5000
148/148 [==============================] - 0s 122us/step - loss: 35750.0029 - mean_absolute_error: 157.7145 - val_loss: 68420.4438 - val_mean_absolute_error: 241.1559
Epoch 32/5000
148/148 [==============================] - 0s 128us/step - loss: 35725.1552 - mean_absolute_error: 157.6648 - val_loss: 68379.5562 - val_mean_absolute_error: 241.0798
Epoch 33/5000
148/148 [==============================] - 0s 115us/step - loss: 35701.1930 - mean_absolute_error: 157.5856 - val_loss: 68342.4694 - val_mean_absolute_error: 241.0107
Epoch 34/5000
148/148 [==============================] - 0s 108us/step - loss: 35678.0054 - mean_absolute_error: 157.5536 - val_loss: 68297.4053 - val_mean_absolute_error: 240.9269
Epoch 35/5000
148/148 [==============================] - 0s 101us/step - loss: 35653.8599 - mean_absolute_error: 157.4614 - val_loss: 68258.2509 - val_mean_absolute_error: 240.8563
Epoch 36/5000
148/148 [==============================] - 0s 122us/step - loss: 35626.2346 - mean_absolute_error: 157.4697 - val_loss: 68217.3334 - val_mean_absolute_error: 240.7812
Epoch 37/5000
148/148 [==============================] - 0s 101us/step - loss: 35600.7504 - mean_absolute_error: 157.4296 - val_loss: 68177.5134 - val_mean_absolute_error: 240.7066
Epoch 38/5000
148/148 [==============================] - 0s 122us/step - loss: 35577.9377 - mean_absolute_error: 157.3865 - val_loss: 68135.7091 - val_mean_absolute_error: 240.6286
Epoch 39/5000
148/148 [==============================] - 0s 189us/step - loss: 35551.2988 - mean_absolute_error: 157.3391 - val_loss: 68089.5366 - val_mean_absolute_error: 240.5432
Epoch 40/5000
148/148 [==============================] - 0s 135us/step - loss: 35522.3934 - mean_absolute_error: 157.3204 - val_loss: 68047.0644 - val_mean_absolute_error: 240.4636
Epoch 41/5000
148/148 [==============================] - 0s 115us/step - loss: 35499.1050 - mean_absolute_error: 157.2738 - val_loss: 68013.4453 - val_mean_absolute_error: 240.4003
Epoch 42/5000
148/148 [==============================] - 0s 122us/step - loss: 35476.8442 - mean_absolute_error: 157.1848 - val_loss: 67970.7437 - val_mean_absolute_error: 240.3202
Epoch 43/5000
148/148 [==============================] - 0s 135us/step - loss: 35451.0103 - mean_absolute_error: 157.1375 - val_loss: 67926.5447 - val_mean_absolute_error: 240.2372
Epoch 44/5000
148/148 [==============================] - 0s 149us/step - loss: 35427.3219 - mean_absolute_error: 157.0941 - val_loss: 67885.9756 - val_mean_absolute_error: 240.1620
Epoch 45/5000
148/148 [==============================] - 0s 142us/step - loss: 35400.3166 - mean_absolute_error: 157.0387 - val_loss: 67842.2981 - val_mean_absolute_error: 240.0797
Epoch 46/5000
148/148 [==============================] - 0s 128us/step - loss: 35374.8136 - mean_absolute_error: 156.9744 - val_loss: 67804.7444 - val_mean_absolute_error: 240.0093
Epoch 47/5000
148/148 [==============================] - 0s 122us/step - loss: 35352.8088 - mean_absolute_error: 156.9038 - val_loss: 67765.0319 - val_mean_absolute_error: 239.9351
Epoch 48/5000
148/148 [==============================] - 0s 122us/step - loss: 35327.7670 - mean_absolute_error: 156.8575 - val_loss: 67723.6697 - val_mean_absolute_error: 239.8583
Epoch 49/5000
148/148 [==============================] - 0s 135us/step - loss: 35303.7559 - mean_absolute_error: 156.8058 - val_loss: 67679.9947 - val_mean_absolute_error: 239.7765
Epoch 50/5000
148/148 [==============================] - 0s 128us/step - loss: 35276.2745 - mean_absolute_error: 156.6887 - val_loss: 67642.1913 - val_mean_absolute_error: 239.7038
Epoch 51/5000
148/148 [==============================] - 0s 149us/step - loss: 35252.6808 - mean_absolute_error: 156.6068 - val_loss: 67598.0237 - val_mean_absolute_error: 239.6214
Epoch 52/5000
148/148 [==============================] - 0s 115us/step - loss: 35227.5539 - mean_absolute_error: 156.5672 - val_loss: 67559.1687 - val_mean_absolute_error: 239.5485
Epoch 53/5000
148/148 [==============================] - 0s 135us/step - loss: 35205.9029 - mean_absolute_error: 156.5498 - val_loss: 67518.7109 - val_mean_absolute_error: 239.4703
Epoch 54/5000
148/148 [==============================] - 0s 149us/step - loss: 35179.0361 - mean_absolute_error: 156.4283 - val_loss: 67474.7462 - val_mean_absolute_error: 239.3882
Epoch 55/5000
148/148 [==============================] - 0s 142us/step - loss: 35153.4285 - mean_absolute_error: 156.3768 - val_loss: 67432.4888 - val_mean_absolute_error: 239.3099
Epoch 56/5000
148/148 [==============================] - 0s 162us/step - loss: 35126.3663 - mean_absolute_error: 156.3699 - val_loss: 67395.1822 - val_mean_absolute_error: 239.2396
Epoch 57/5000
148/148 [==============================] - 0s 115us/step - loss: 35103.6670 - mean_absolute_error: 156.3017 - val_loss: 67352.9781 - val_mean_absolute_error: 239.1600
Epoch 58/5000
148/148 [==============================] - 0s 149us/step - loss: 35078.4496 - mean_absolute_error: 156.2496 - val_loss: 67313.7928 - val_mean_absolute_error: 239.0859
Epoch 59/5000
148/148 [==============================] - 0s 142us/step - loss: 35056.6417 - mean_absolute_error: 156.1781 - val_loss: 67271.8441 - val_mean_absolute_error: 239.0074
Epoch 60/5000
148/148 [==============================] - 0s 128us/step - loss: 35028.9651 - mean_absolute_error: 156.1497 - val_loss: 67231.7253 - val_mean_absolute_error: 238.9308
Epoch 61/5000
148/148 [==============================] - 0s 122us/step - loss: 35005.4251 - mean_absolute_error: 156.0759 - val_loss: 67185.0953 - val_mean_absolute_error: 238.8426
Epoch 62/5000
148/148 [==============================] - 0s 135us/step - loss: 34977.6195 - mean_absolute_error: 156.0264 - val_loss: 67144.2584 - val_mean_absolute_error: 238.7656
Epoch 63/5000
148/148 [==============================] - 0s 135us/step - loss: 34953.6323 - mean_absolute_error: 155.9819 - val_loss: 67100.1147 - val_mean_absolute_error: 238.6821
Epoch 64/5000
148/148 [==============================] - 0s 142us/step - loss: 34927.5432 - mean_absolute_error: 155.9219 - val_loss: 67061.6794 - val_mean_absolute_error: 238.6100
Epoch 65/5000
148/148 [==============================] - 0s 115us/step - loss: 34903.8784 - mean_absolute_error: 155.8974 - val_loss: 67021.4850 - val_mean_absolute_error: 238.5334
Epoch 66/5000
148/148 [==============================] - 0s 108us/step - loss: 34881.1454 - mean_absolute_error: 155.8466 - val_loss: 66981.8569 - val_mean_absolute_error: 238.4586
Epoch 67/5000
148/148 [==============================] - 0s 108us/step - loss: 34859.0277 - mean_absolute_error: 155.8199 - val_loss: 66946.4825 - val_mean_absolute_error: 238.3910
Epoch 68/5000
148/148 [==============================] - 0s 122us/step - loss: 34837.7161 - mean_absolute_error: 155.7605 - val_loss: 66901.8503 - val_mean_absolute_error: 238.3051
Epoch 69/5000
148/148 [==============================] - 0s 108us/step - loss: 34810.2384 - mean_absolute_error: 155.6668 - val_loss: 66859.6500 - val_mean_absolute_error: 238.2254
Epoch 70/5000
148/148 [==============================] - 0s 101us/step - loss: 34784.5010 - mean_absolute_error: 155.6041 - val_loss: 66817.4256 - val_mean_absolute_error: 238.1456
Epoch 71/5000
148/148 [==============================] - 0s 95us/step - loss: 34761.1019 - mean_absolute_error: 155.5442 - val_loss: 66775.2506 - val_mean_absolute_error: 238.0668
Epoch 72/5000
148/148 [==============================] - 0s 108us/step - loss: 34732.1421 - mean_absolute_error: 155.5304 - val_loss: 66736.5706 - val_mean_absolute_error: 237.9935
Epoch 73/5000
148/148 [==============================] - 0s 101us/step - loss: 34708.6240 - mean_absolute_error: 155.4723 - val_loss: 66692.8775 - val_mean_absolute_error: 237.9106
Epoch 74/5000
148/148 [==============================] - 0s 101us/step - loss: 34683.1178 - mean_absolute_error: 155.4194 - val_loss: 66648.9347 - val_mean_absolute_error: 237.8273
Epoch 75/5000
148/148 [==============================] - 0s 95us/step - loss: 34657.0236 - mean_absolute_error: 155.3555 - val_loss: 66607.7053 - val_mean_absolute_error: 237.7491
Epoch 76/5000
148/148 [==============================] - 0s 115us/step - loss: 34633.7729 - mean_absolute_error: 155.3170 - val_loss: 66573.1200 - val_mean_absolute_error: 237.6830
Epoch 77/5000
148/148 [==============================] - 0s 101us/step - loss: 34612.6278 - mean_absolute_error: 155.2508 - val_loss: 66527.3219 - val_mean_absolute_error: 237.5961
Epoch 78/5000
148/148 [==============================] - 0s 115us/step - loss: 34587.5955 - mean_absolute_error: 155.2247 - val_loss: 66486.5472 - val_mean_absolute_error: 237.5183
Epoch 79/5000
148/148 [==============================] - 0s 108us/step - loss: 34561.4213 - mean_absolute_error: 155.1235 - val_loss: 66449.3375 - val_mean_absolute_error: 237.4473
Epoch 80/5000
148/148 [==============================] - 0s 101us/step - loss: 34537.4941 - mean_absolute_error: 155.0233 - val_loss: 66413.0572 - val_mean_absolute_error: 237.3775
Epoch 81/5000
148/148 [==============================] - 0s 95us/step - loss: 34515.2821 - mean_absolute_error: 154.9990 - val_loss: 66375.0350 - val_mean_absolute_error: 237.3038
Epoch 82/5000
148/148 [==============================] - 0s 95us/step - loss: 34491.8453 - mean_absolute_error: 154.9053 - val_loss: 66334.8550 - val_mean_absolute_error: 237.2270
Epoch 83/5000
148/148 [==============================] - 0s 108us/step - loss: 34469.0844 - mean_absolute_error: 154.8015 - val_loss: 66287.8038 - val_mean_absolute_error: 237.1386
Epoch 84/5000
148/148 [==============================] - 0s 88us/step - loss: 34440.7985 - mean_absolute_error: 154.8183 - val_loss: 66245.1300 - val_mean_absolute_error: 237.0573
Epoch 85/5000
148/148 [==============================] - 0s 101us/step - loss: 34415.6568 - mean_absolute_error: 154.7541 - val_loss: 66206.6756 - val_mean_absolute_error: 236.9838
Epoch 86/5000
148/148 [==============================] - 0s 95us/step - loss: 34391.2768 - mean_absolute_error: 154.6817 - val_loss: 66171.1466 - val_mean_absolute_error: 236.9168
Epoch 87/5000
148/148 [==============================] - 0s 95us/step - loss: 34369.4354 - mean_absolute_error: 154.6220 - val_loss: 66126.5806 - val_mean_absolute_error: 236.8326
Epoch 88/5000
148/148 [==============================] - 0s 101us/step - loss: 34344.3611 - mean_absolute_error: 154.5734 - val_loss: 66084.5725 - val_mean_absolute_error: 236.7525
Epoch 89/5000
148/148 [==============================] - 0s 122us/step - loss: 34317.5514 - mean_absolute_error: 154.5184 - val_loss: 66049.6303 - val_mean_absolute_error: 236.6855
Epoch 90/5000
148/148 [==============================] - 0s 108us/step - loss: 34295.8329 - mean_absolute_error: 154.4641 - val_loss: 66009.8138 - val_mean_absolute_error: 236.6095
Epoch 91/5000
148/148 [==============================] - 0s 88us/step - loss: 34272.2411 - mean_absolute_error: 154.3913 - val_loss: 65969.5878 - val_mean_absolute_error: 236.5320
Epoch 92/5000
148/148 [==============================] - 0s 95us/step - loss: 34249.9384 - mean_absolute_error: 154.3749 - val_loss: 65925.2944 - val_mean_absolute_error: 236.4473
Epoch 93/5000
148/148 [==============================] - 0s 95us/step - loss: 34226.9339 - mean_absolute_error: 154.3024 - val_loss: 65881.6747 - val_mean_absolute_error: 236.3636
Epoch 94/5000
148/148 [==============================] - 0s 95us/step - loss: 34196.4861 - mean_absolute_error: 154.2168 - val_loss: 65841.1766 - val_mean_absolute_error: 236.2874
Epoch 95/5000
148/148 [==============================] - 0s 101us/step - loss: 34171.4762 - mean_absolute_error: 154.2171 - val_loss: 65803.8825 - val_mean_absolute_error: 236.2167
Epoch 96/5000
148/148 [==============================] - 0s 108us/step - loss: 34148.0877 - mean_absolute_error: 154.2083 - val_loss: 65757.5322 - val_mean_absolute_error: 236.1280
Epoch 97/5000
148/148 [==============================] - 0s 115us/step - loss: 34121.8115 - mean_absolute_error: 154.1549 - val_loss: 65718.2084 - val_mean_absolute_error: 236.0527
Epoch 98/5000
148/148 [==============================] - 0s 108us/step - loss: 34098.9780 - mean_absolute_error: 154.0999 - val_loss: 65685.7688 - val_mean_absolute_error: 235.9908
Epoch 99/5000
148/148 [==============================] - 0s 88us/step - loss: 34080.1017 - mean_absolute_error: 154.0526 - val_loss: 65645.9959 - val_mean_absolute_error: 235.9147
Epoch 100/5000
148/148 [==============================] - 0s 95us/step - loss: 34055.2070 - mean_absolute_error: 153.9993 - val_loss: 65606.6475 - val_mean_absolute_error: 235.8393
Epoch 101/5000
148/148 [==============================] - 0s 95us/step - loss: 34031.6829 - mean_absolute_error: 153.8997 - val_loss: 65566.3928 - val_mean_absolute_error: 235.7618
Epoch 102/5000
148/148 [==============================] - 0s 88us/step - loss: 34007.5491 - mean_absolute_error: 153.8404 - val_loss: 65521.2541 - val_mean_absolute_error: 235.6751
Epoch 103/5000
148/148 [==============================] - 0s 74us/step - loss: 33980.4241 - mean_absolute_error: 153.7680 - val_loss: 65475.9547 - val_mean_absolute_error: 235.5881
Epoch 104/5000
148/148 [==============================] - 0s 95us/step - loss: 33957.5861 - mean_absolute_error: 153.7473 - val_loss: 65440.5484 - val_mean_absolute_error: 235.5202
Epoch 105/5000
148/148 [==============================] - 0s 95us/step - loss: 33934.3300 - mean_absolute_error: 153.6721 - val_loss: 65398.4775 - val_mean_absolute_error: 235.4397
Epoch 106/5000
148/148 [==============================] - 0s 74us/step - loss: 33910.9159 - mean_absolute_error: 153.6243 - val_loss: 65359.0359 - val_mean_absolute_error: 235.3639
Epoch 107/5000
148/148 [==============================] - 0s 95us/step - loss: 33885.0764 - mean_absolute_error: 153.5118 - val_loss: 65319.4216 - val_mean_absolute_error: 235.2880
Epoch 108/5000
148/148 [==============================] - 0s 95us/step - loss: 33859.6838 - mean_absolute_error: 153.4252 - val_loss: 65279.7519 - val_mean_absolute_error: 235.2121
Epoch 109/5000
148/148 [==============================] - 0s 88us/step - loss: 33838.6427 - mean_absolute_error: 153.3726 - val_loss: 65242.9656 - val_mean_absolute_error: 235.1418
Epoch 110/5000
148/148 [==============================] - ETA: 0s - loss: 32401.1465 - mean_absolute_error: 150.668 - 0s 88us/step - loss: 33817.5546 - mean_absolute_error: 153.3442 - val_loss: 65208.1891 - val_mean_absolute_error: 235.0755
Epoch 111/5000
148/148 [==============================] - 0s 81us/step - loss: 33793.4136 - mean_absolute_error: 153.3150 - val_loss: 65167.8278 - val_mean_absolute_error: 234.9976
Epoch 112/5000
148/148 [==============================] - 0s 115us/step - loss: 33767.9550 - mean_absolute_error: 153.1945 - val_loss: 65124.5959 - val_mean_absolute_error: 234.9144
Epoch 113/5000
148/148 [==============================] - 0s 115us/step - loss: 33742.6510 - mean_absolute_error: 153.1402 - val_loss: 65084.0622 - val_mean_absolute_error: 234.8365
Epoch 114/5000
148/148 [==============================] - 0s 128us/step - loss: 33718.8894 - mean_absolute_error: 153.1088 - val_loss: 65041.8731 - val_mean_absolute_error: 234.7557
Epoch 115/5000
148/148 [==============================] - 0s 115us/step - loss: 33693.4088 - mean_absolute_error: 153.0576 - val_loss: 65000.8469 - val_mean_absolute_error: 234.6769
Epoch 116/5000
148/148 [==============================] - 0s 101us/step - loss: 33672.1285 - mean_absolute_error: 152.9930 - val_loss: 64959.6441 - val_mean_absolute_error: 234.5982
Epoch 117/5000
148/148 [==============================] - 0s 88us/step - loss: 33643.3028 - mean_absolute_error: 152.9963 - val_loss: 64913.3909 - val_mean_absolute_error: 234.5088
Epoch 118/5000
148/148 [==============================] - 0s 81us/step - loss: 33616.6648 - mean_absolute_error: 152.9351 - val_loss: 64875.5125 - val_mean_absolute_error: 234.4357
Epoch 119/5000
148/148 [==============================] - 0s 88us/step - loss: 33594.3689 - mean_absolute_error: 152.8709 - val_loss: 64839.8531 - val_mean_absolute_error: 234.3667
Epoch 120/5000
148/148 [==============================] - 0s 88us/step - loss: 33574.8088 - mean_absolute_error: 152.8605 - val_loss: 64800.7303 - val_mean_absolute_error: 234.2910
Epoch 121/5000
148/148 [==============================] - 0s 88us/step - loss: 33549.1649 - mean_absolute_error: 152.7950 - val_loss: 64764.1384 - val_mean_absolute_error: 234.2200
Epoch 122/5000
148/148 [==============================] - 0s 81us/step - loss: 33528.0178 - mean_absolute_error: 152.7173 - val_loss: 64724.6394 - val_mean_absolute_error: 234.1434
Epoch 123/5000
148/148 [==============================] - 0s 74us/step - loss: 33505.3938 - mean_absolute_error: 152.5900 - val_loss: 64689.6562 - val_mean_absolute_error: 234.0748
Epoch 124/5000
148/148 [==============================] - 0s 95us/step - loss: 33481.4068 - mean_absolute_error: 152.5152 - val_loss: 64649.7450 - val_mean_absolute_error: 233.9957
Epoch 125/5000
148/148 [==============================] - 0s 95us/step - loss: 33457.1718 - mean_absolute_error: 152.4415 - val_loss: 64612.2747 - val_mean_absolute_error: 233.9216
Epoch 126/5000
148/148 [==============================] - 0s 88us/step - loss: 33435.9690 - mean_absolute_error: 152.3832 - val_loss: 64580.2188 - val_mean_absolute_error: 233.8584
Epoch 127/5000
148/148 [==============================] - 0s 81us/step - loss: 33417.6434 - mean_absolute_error: 152.2871 - val_loss: 64529.8131 - val_mean_absolute_error: 233.7620
Epoch 128/5000
148/148 [==============================] - 0s 88us/step - loss: 33386.6322 - mean_absolute_error: 152.2709 - val_loss: 64492.3147 - val_mean_absolute_error: 233.6892
Epoch 129/5000
148/148 [==============================] - 0s 81us/step - loss: 33365.1824 - mean_absolute_error: 152.1933 - val_loss: 64457.2056 - val_mean_absolute_error: 233.6207
Epoch 130/5000
148/148 [==============================] - 0s 88us/step - loss: 33344.1352 - mean_absolute_error: 152.1598 - val_loss: 64416.4741 - val_mean_absolute_error: 233.5417
Epoch 131/5000
148/148 [==============================] - 0s 88us/step - loss: 33319.5982 - mean_absolute_error: 152.0975 - val_loss: 64373.8553 - val_mean_absolute_error: 233.4591
Epoch 132/5000
148/148 [==============================] - 0s 95us/step - loss: 33294.9572 - mean_absolute_error: 152.0647 - val_loss: 64333.8281 - val_mean_absolute_error: 233.3815
Epoch 133/5000
148/148 [==============================] - 0s 81us/step - loss: 33271.3459 - mean_absolute_error: 151.9713 - val_loss: 64294.4456 - val_mean_absolute_error: 233.3050
Epoch 134/5000
148/148 [==============================] - 0s 88us/step - loss: 33249.1650 - mean_absolute_error: 151.9428 - val_loss: 64254.0431 - val_mean_absolute_error: 233.2267
Epoch 135/5000
148/148 [==============================] - 0s 81us/step - loss: 33225.1955 - mean_absolute_error: 151.8237 - val_loss: 64215.8859 - val_mean_absolute_error: 233.1510
Epoch 136/5000
148/148 [==============================] - 0s 95us/step - loss: 33205.6813 - mean_absolute_error: 151.7588 - val_loss: 64170.6719 - val_mean_absolute_error: 233.0630
Epoch 137/5000
148/148 [==============================] - 0s 88us/step - loss: 33173.8967 - mean_absolute_error: 151.7400 - val_loss: 64130.5341 - val_mean_absolute_error: 232.9848
Epoch 138/5000
148/148 [==============================] - 0s 95us/step - loss: 33150.3182 - mean_absolute_error: 151.6892 - val_loss: 64088.5597 - val_mean_absolute_error: 232.9030
Epoch 139/5000
148/148 [==============================] - 0s 88us/step - loss: 33125.4020 - mean_absolute_error: 151.6367 - val_loss: 64050.4119 - val_mean_absolute_error: 232.8286
Epoch 140/5000
148/148 [==============================] - 0s 95us/step - loss: 33102.7606 - mean_absolute_error: 151.5837 - val_loss: 64014.4259 - val_mean_absolute_error: 232.7585
Epoch 141/5000
148/148 [==============================] - 0s 88us/step - loss: 33082.4770 - mean_absolute_error: 151.5437 - val_loss: 63978.3178 - val_mean_absolute_error: 232.6880
Epoch 142/5000
148/148 [==============================] - 0s 81us/step - loss: 33060.8300 - mean_absolute_error: 151.5012 - val_loss: 63939.2325 - val_mean_absolute_error: 232.6118
Epoch 143/5000
148/148 [==============================] - 0s 95us/step - loss: 33036.3974 - mean_absolute_error: 151.4360 - val_loss: 63899.9528 - val_mean_absolute_error: 232.5355
Epoch 144/5000
148/148 [==============================] - 0s 101us/step - loss: 33012.7738 - mean_absolute_error: 151.4369 - val_loss: 63864.2919 - val_mean_absolute_error: 232.4658
Epoch 145/5000
148/148 [==============================] - 0s 95us/step - loss: 32991.4795 - mean_absolute_error: 151.3351 - val_loss: 63831.6428 - val_mean_absolute_error: 232.4020
Epoch 146/5000
148/148 [==============================] - 0s 81us/step - loss: 32970.5918 - mean_absolute_error: 151.2647 - val_loss: 63787.0294 - val_mean_absolute_error: 232.3150
Epoch 147/5000
148/148 [==============================] - 0s 81us/step - loss: 32948.5354 - mean_absolute_error: 151.1935 - val_loss: 63746.5053 - val_mean_absolute_error: 232.2366
Epoch 148/5000
148/148 [==============================] - 0s 81us/step - loss: 32920.9850 - mean_absolute_error: 151.1487 - val_loss: 63704.6397 - val_mean_absolute_error: 232.1550
Epoch 149/5000
148/148 [==============================] - 0s 95us/step - loss: 32897.0519 - mean_absolute_error: 151.0959 - val_loss: 63664.1441 - val_mean_absolute_error: 232.0762
Epoch 150/5000
148/148 [==============================] - 0s 95us/step - loss: 32872.2431 - mean_absolute_error: 151.0010 - val_loss: 63625.7575 - val_mean_absolute_error: 232.0009
Epoch 151/5000
148/148 [==============================] - 0s 81us/step - loss: 32849.6905 - mean_absolute_error: 150.9331 - val_loss: 63583.6850 - val_mean_absolute_error: 231.9196
Epoch 152/5000
148/148 [==============================] - 0s 88us/step - loss: 32827.2274 - mean_absolute_error: 150.8907 - val_loss: 63549.5647 - val_mean_absolute_error: 231.8520
Epoch 153/5000
148/148 [==============================] - 0s 81us/step - loss: 32806.1247 - mean_absolute_error: 150.8218 - val_loss: 63509.7578 - val_mean_absolute_error: 231.7747
Epoch 154/5000
148/148 [==============================] - 0s 88us/step - loss: 32781.1176 - mean_absolute_error: 150.7696 - val_loss: 63468.7009 - val_mean_absolute_error: 231.6963
Epoch 155/5000
148/148 [==============================] - 0s 101us/step - loss: 32757.1822 - mean_absolute_error: 150.7592 - val_loss: 63433.6012 - val_mean_absolute_error: 231.6290
Epoch 156/5000
148/148 [==============================] - 0s 88us/step - loss: 32734.5593 - mean_absolute_error: 150.6462 - val_loss: 63387.2934 - val_mean_absolute_error: 231.5393
Epoch 157/5000
148/148 [==============================] - 0s 74us/step - loss: 32708.3843 - mean_absolute_error: 150.6108 - val_loss: 63351.6275 - val_mean_absolute_error: 231.4704
Epoch 158/5000
148/148 [==============================] - 0s 74us/step - loss: 32685.7651 - mean_absolute_error: 150.5484 - val_loss: 63312.7016 - val_mean_absolute_error: 231.3937
Epoch 159/5000
148/148 [==============================] - 0s 68us/step - loss: 32663.5414 - mean_absolute_error: 150.4764 - val_loss: 63271.8709 - val_mean_absolute_error: 231.3147
Epoch 160/5000
148/148 [==============================] - 0s 68us/step - loss: 32640.3634 - mean_absolute_error: 150.4090 - val_loss: 63229.7500 - val_mean_absolute_error: 231.2335
Epoch 161/5000
148/148 [==============================] - 0s 68us/step - loss: 32619.8621 - mean_absolute_error: 150.3320 - val_loss: 63192.8909 - val_mean_absolute_error: 231.1619
Epoch 162/5000
148/148 [==============================] - 0s 61us/step - loss: 32593.6494 - mean_absolute_error: 150.3004 - val_loss: 63155.4075 - val_mean_absolute_error: 231.0897
Epoch 163/5000
148/148 [==============================] - 0s 68us/step - loss: 32570.5308 - mean_absolute_error: 150.2386 - val_loss: 63116.8278 - val_mean_absolute_error: 231.0154
Epoch 164/5000
148/148 [==============================] - 0s 68us/step - loss: 32546.0624 - mean_absolute_error: 150.2033 - val_loss: 63073.5259 - val_mean_absolute_error: 230.9329
Epoch 165/5000
148/148 [==============================] - 0s 68us/step - loss: 32521.2164 - mean_absolute_error: 150.1405 - val_loss: 63034.2147 - val_mean_absolute_error: 230.8574
Epoch 166/5000
148/148 [==============================] - 0s 68us/step - loss: 32497.6759 - mean_absolute_error: 150.1007 - val_loss: 62994.7141 - val_mean_absolute_error: 230.7807
Epoch 167/5000
148/148 [==============================] - 0s 74us/step - loss: 32474.9261 - mean_absolute_error: 150.0555 - val_loss: 62956.1384 - val_mean_absolute_error: 230.7059
Epoch 168/5000
148/148 [==============================] - 0s 61us/step - loss: 32450.5848 - mean_absolute_error: 150.0052 - val_loss: 62924.8225 - val_mean_absolute_error: 230.6453
Epoch 169/5000
148/148 [==============================] - 0s 68us/step - loss: 32432.2841 - mean_absolute_error: 149.9008 - val_loss: 62883.6562 - val_mean_absolute_error: 230.5653
Epoch 170/5000
148/148 [==============================] - 0s 68us/step - loss: 32406.7698 - mean_absolute_error: 149.9009 - val_loss: 62842.9819 - val_mean_absolute_error: 230.4868
Epoch 171/5000
148/148 [==============================] - 0s 61us/step - loss: 32382.0818 - mean_absolute_error: 149.8490 - val_loss: 62804.4122 - val_mean_absolute_error: 230.4118
Epoch 172/5000
148/148 [==============================] - 0s 68us/step - loss: 32358.4476 - mean_absolute_error: 149.7949 - val_loss: 62762.5844 - val_mean_absolute_error: 230.3305
Epoch 173/5000
148/148 [==============================] - 0s 68us/step - loss: 32335.3231 - mean_absolute_error: 149.7419 - val_loss: 62725.4222 - val_mean_absolute_error: 230.2574
Epoch 174/5000
148/148 [==============================] - 0s 68us/step - loss: 32313.2365 - mean_absolute_error: 149.6844 - val_loss: 62688.1122 - val_mean_absolute_error: 230.1851
Epoch 175/5000
148/148 [==============================] - 0s 61us/step - loss: 32291.9475 - mean_absolute_error: 149.6369 - val_loss: 62652.7072 - val_mean_absolute_error: 230.1147
Epoch 176/5000
148/148 [==============================] - 0s 74us/step - loss: 32272.4576 - mean_absolute_error: 149.5784 - val_loss: 62611.9459 - val_mean_absolute_error: 230.0364
Epoch 177/5000
148/148 [==============================] - 0s 68us/step - loss: 32245.7523 - mean_absolute_error: 149.5173 - val_loss: 62567.7675 - val_mean_absolute_error: 229.9503
Epoch 178/5000
148/148 [==============================] - 0s 74us/step - loss: 32220.3889 - mean_absolute_error: 149.4664 - val_loss: 62527.1356 - val_mean_absolute_error: 229.8712
Epoch 179/5000
148/148 [==============================] - 0s 61us/step - loss: 32197.5406 - mean_absolute_error: 149.4014 - val_loss: 62486.2456 - val_mean_absolute_error: 229.7910
Epoch 180/5000
148/148 [==============================] - 0s 61us/step - loss: 32172.8645 - mean_absolute_error: 149.3492 - val_loss: 62443.2519 - val_mean_absolute_error: 229.7083
Epoch 181/5000
148/148 [==============================] - 0s 74us/step - loss: 32144.5859 - mean_absolute_error: 149.3248 - val_loss: 62412.1109 - val_mean_absolute_error: 229.6475
Epoch 182/5000
148/148 [==============================] - 0s 68us/step - loss: 32125.7445 - mean_absolute_error: 149.2619 - val_loss: 62377.8262 - val_mean_absolute_error: 229.5806
Epoch 183/5000
148/148 [==============================] - 0s 68us/step - loss: 32106.2639 - mean_absolute_error: 149.2305 - val_loss: 62338.1478 - val_mean_absolute_error: 229.5031
Epoch 184/5000
148/148 [==============================] - 0s 68us/step - loss: 32082.6597 - mean_absolute_error: 149.1673 - val_loss: 62306.4478 - val_mean_absolute_error: 229.4410
Epoch 185/5000
148/148 [==============================] - 0s 68us/step - loss: 32063.7077 - mean_absolute_error: 149.1074 - val_loss: 62267.5391 - val_mean_absolute_error: 229.3653
Epoch 186/5000
148/148 [==============================] - 0s 81us/step - loss: 32039.0730 - mean_absolute_error: 149.0457 - val_loss: 62220.2800 - val_mean_absolute_error: 229.2730
Epoch 187/5000
148/148 [==============================] - 0s 68us/step - loss: 32013.5160 - mean_absolute_error: 148.9962 - val_loss: 62181.6944 - val_mean_absolute_error: 229.1975
Epoch 188/5000
148/148 [==============================] - 0s 74us/step - loss: 31989.8934 - mean_absolute_error: 148.9271 - val_loss: 62142.2237 - val_mean_absolute_error: 229.1207
Epoch 189/5000
148/148 [==============================] - 0s 74us/step - loss: 31969.0504 - mean_absolute_error: 148.9056 - val_loss: 62104.4506 - val_mean_absolute_error: 229.0470
Epoch 190/5000
148/148 [==============================] - 0s 68us/step - loss: 31945.9586 - mean_absolute_error: 148.8478 - val_loss: 62065.6363 - val_mean_absolute_error: 228.9715
Epoch 191/5000
148/148 [==============================] - 0s 68us/step - loss: 31922.2871 - mean_absolute_error: 148.8435 - val_loss: 62034.8709 - val_mean_absolute_error: 228.9106
Epoch 192/5000
148/148 [==============================] - 0s 74us/step - loss: 31901.3261 - mean_absolute_error: 148.7702 - val_loss: 61998.4500 - val_mean_absolute_error: 228.8393
Epoch 193/5000
148/148 [==============================] - 0s 61us/step - loss: 31880.2081 - mean_absolute_error: 148.7162 - val_loss: 61958.6972 - val_mean_absolute_error: 228.7616
Epoch 194/5000
148/148 [==============================] - 0s 68us/step - loss: 31858.4576 - mean_absolute_error: 148.6852 - val_loss: 61919.1072 - val_mean_absolute_error: 228.6846
Epoch 195/5000
148/148 [==============================] - 0s 74us/step - loss: 31834.6935 - mean_absolute_error: 148.6945 - val_loss: 61880.8556 - val_mean_absolute_error: 228.6096
Epoch 196/5000
148/148 [==============================] - 0s 61us/step - loss: 31813.2310 - mean_absolute_error: 148.6443 - val_loss: 61843.8634 - val_mean_absolute_error: 228.5363
Epoch 197/5000
148/148 [==============================] - 0s 74us/step - loss: 31787.6658 - mean_absolute_error: 148.5358 - val_loss: 61804.0319 - val_mean_absolute_error: 228.4590
Epoch 198/5000
148/148 [==============================] - 0s 68us/step - loss: 31764.0176 - mean_absolute_error: 148.4846 - val_loss: 61762.4353 - val_mean_absolute_error: 228.3768
Epoch 199/5000
148/148 [==============================] - 0s 68us/step - loss: 31741.1218 - mean_absolute_error: 148.3813 - val_loss: 61727.4594 - val_mean_absolute_error: 228.3081
Epoch 200/5000
148/148 [==============================] - 0s 68us/step - loss: 31719.3331 - mean_absolute_error: 148.3585 - val_loss: 61683.4125 - val_mean_absolute_error: 228.2215
Epoch 201/5000
148/148 [==============================] - 0s 74us/step - loss: 31694.3311 - mean_absolute_error: 148.2828 - val_loss: 61640.3506 - val_mean_absolute_error: 228.1370
Epoch 202/5000
148/148 [==============================] - 0s 61us/step - loss: 31669.0032 - mean_absolute_error: 148.2457 - val_loss: 61604.4566 - val_mean_absolute_error: 228.0661
Epoch 203/5000
148/148 [==============================] - 0s 74us/step - loss: 31653.0059 - mean_absolute_error: 148.1727 - val_loss: 61568.6975 - val_mean_absolute_error: 227.9938
Epoch 204/5000
148/148 [==============================] - 0s 68us/step - loss: 31627.4096 - mean_absolute_error: 148.0812 - val_loss: 61537.9341 - val_mean_absolute_error: 227.9319
Epoch 205/5000
148/148 [==============================] - 0s 61us/step - loss: 31612.9424 - mean_absolute_error: 148.0485 - val_loss: 61495.5587 - val_mean_absolute_error: 227.8484
Epoch 206/5000
148/148 [==============================] - 0s 68us/step - loss: 31582.9992 - mean_absolute_error: 147.9910 - val_loss: 61457.9728 - val_mean_absolute_error: 227.7742
Epoch 207/5000
148/148 [==============================] - 0s 74us/step - loss: 31560.9615 - mean_absolute_error: 147.9207 - val_loss: 61416.4559 - val_mean_absolute_error: 227.6922
Epoch 208/5000
148/148 [==============================] - 0s 68us/step - loss: 31538.0181 - mean_absolute_error: 147.8014 - val_loss: 61374.1316 - val_mean_absolute_error: 227.6086
Epoch 209/5000
148/148 [==============================] - 0s 61us/step - loss: 31512.3796 - mean_absolute_error: 147.7607 - val_loss: 61336.2188 - val_mean_absolute_error: 227.5338
Epoch 210/5000
148/148 [==============================] - 0s 68us/step - loss: 31491.0624 - mean_absolute_error: 147.7335 - val_loss: 61304.9597 - val_mean_absolute_error: 227.4717
Epoch 211/5000
148/148 [==============================] - 0s 74us/step - loss: 31472.1236 - mean_absolute_error: 147.6225 - val_loss: 61267.0797 - val_mean_absolute_error: 227.3961
Epoch 212/5000
148/148 [==============================] - 0s 61us/step - loss: 31448.5045 - mean_absolute_error: 147.5713 - val_loss: 61224.1837 - val_mean_absolute_error: 227.3113
Epoch 213/5000
148/148 [==============================] - 0s 74us/step - loss: 31423.9013 - mean_absolute_error: 147.5188 - val_loss: 61185.6853 - val_mean_absolute_error: 227.2358
Epoch 214/5000
148/148 [==============================] - 0s 68us/step - loss: 31401.3946 - mean_absolute_error: 147.4765 - val_loss: 61148.5953 - val_mean_absolute_error: 227.1631
Epoch 215/5000
148/148 [==============================] - 0s 68us/step - loss: 31378.2003 - mean_absolute_error: 147.4785 - val_loss: 61106.5481 - val_mean_absolute_error: 227.0799
Epoch 216/5000
148/148 [==============================] - 0s 68us/step - loss: 31356.7929 - mean_absolute_error: 147.3989 - val_loss: 61066.7234 - val_mean_absolute_error: 227.0011
Epoch 217/5000
148/148 [==============================] - 0s 68us/step - loss: 31332.0093 - mean_absolute_error: 147.3422 - val_loss: 61039.4403 - val_mean_absolute_error: 226.9470
Epoch 218/5000
148/148 [==============================] - 0s 74us/step - loss: 31314.3122 - mean_absolute_error: 147.2427 - val_loss: 61002.9109 - val_mean_absolute_error: 226.8739
Epoch 219/5000
148/148 [==============================] - 0s 68us/step - loss: 31292.9763 - mean_absolute_error: 147.1781 - val_loss: 60967.9816 - val_mean_absolute_error: 226.8048
Epoch 220/5000
148/148 [==============================] - 0s 61us/step - loss: 31271.9189 - mean_absolute_error: 147.1330 - val_loss: 60934.0644 - val_mean_absolute_error: 226.7381
Epoch 221/5000
148/148 [==============================] - 0s 68us/step - loss: 31255.0987 - mean_absolute_error: 147.0898 - val_loss: 60885.2138 - val_mean_absolute_error: 226.6422
Epoch 222/5000
148/148 [==============================] - 0s 74us/step - loss: 31222.8028 - mean_absolute_error: 147.0580 - val_loss: 60846.2297 - val_mean_absolute_error: 226.5648
Epoch 223/5000
148/148 [==============================] - 0s 68us/step - loss: 31200.9474 - mean_absolute_error: 147.0129 - val_loss: 60806.8222 - val_mean_absolute_error: 226.4866
Epoch 224/5000
148/148 [==============================] - 0s 74us/step - loss: 31177.5431 - mean_absolute_error: 146.9434 - val_loss: 60777.9844 - val_mean_absolute_error: 226.4292
Epoch 225/5000
148/148 [==============================] - 0s 68us/step - loss: 31160.2634 - mean_absolute_error: 146.8920 - val_loss: 60743.9125 - val_mean_absolute_error: 226.3612
Epoch 226/5000
148/148 [==============================] - 0s 68us/step - loss: 31140.4322 - mean_absolute_error: 146.7958 - val_loss: 60701.7334 - val_mean_absolute_error: 226.2783
Epoch 227/5000
148/148 [==============================] - 0s 74us/step - loss: 31114.2669 - mean_absolute_error: 146.7997 - val_loss: 60663.1806 - val_mean_absolute_error: 226.2017
Epoch 228/5000
148/148 [==============================] - 0s 61us/step - loss: 31092.0373 - mean_absolute_error: 146.7464 - val_loss: 60628.1303 - val_mean_absolute_error: 226.1321
Epoch 229/5000
148/148 [==============================] - 0s 74us/step - loss: 31071.1356 - mean_absolute_error: 146.6588 - val_loss: 60583.2181 - val_mean_absolute_error: 226.0438
Epoch 230/5000
148/148 [==============================] - 0s 74us/step - loss: 31045.0119 - mean_absolute_error: 146.6650 - val_loss: 60545.8325 - val_mean_absolute_error: 225.9693
Epoch 231/5000
148/148 [==============================] - 0s 61us/step - loss: 31022.9753 - mean_absolute_error: 146.6077 - val_loss: 60505.4337 - val_mean_absolute_error: 225.8888
Epoch 232/5000
148/148 [==============================] - 0s 81us/step - loss: 31000.2261 - mean_absolute_error: 146.5674 - val_loss: 60473.9203 - val_mean_absolute_error: 225.8257
Epoch 233/5000
148/148 [==============================] - 0s 61us/step - loss: 30981.1889 - mean_absolute_error: 146.5011 - val_loss: 60433.9175 - val_mean_absolute_error: 225.7459
Epoch 234/5000
148/148 [==============================] - 0s 74us/step - loss: 30959.1428 - mean_absolute_error: 146.4708 - val_loss: 60399.0188 - val_mean_absolute_error: 225.6771
Epoch 235/5000
148/148 [==============================] - 0s 74us/step - loss: 30937.9655 - mean_absolute_error: 146.3999 - val_loss: 60359.7094 - val_mean_absolute_error: 225.5972
Epoch 236/5000
148/148 [==============================] - 0s 68us/step - loss: 30915.6102 - mean_absolute_error: 146.3266 - val_loss: 60322.3019 - val_mean_absolute_error: 225.5234
Epoch 237/5000
148/148 [==============================] - 0s 74us/step - loss: 30893.1537 - mean_absolute_error: 146.2367 - val_loss: 60284.2672 - val_mean_absolute_error: 225.4478
Epoch 238/5000
148/148 [==============================] - 0s 68us/step - loss: 30872.7276 - mean_absolute_error: 146.2313 - val_loss: 60239.3909 - val_mean_absolute_error: 225.3581
Epoch 239/5000
148/148 [==============================] - 0s 61us/step - loss: 30845.1186 - mean_absolute_error: 146.1330 - val_loss: 60206.5278 - val_mean_absolute_error: 225.2921
Epoch 240/5000
148/148 [==============================] - 0s 68us/step - loss: 30824.7042 - mean_absolute_error: 146.0893 - val_loss: 60166.8712 - val_mean_absolute_error: 225.2134
Epoch 241/5000
148/148 [==============================] - 0s 74us/step - loss: 30801.1301 - mean_absolute_error: 146.0677 - val_loss: 60128.3406 - val_mean_absolute_error: 225.1365
Epoch 242/5000
148/148 [==============================] - 0s 68us/step - loss: 30780.2262 - mean_absolute_error: 146.0185 - val_loss: 60091.6169 - val_mean_absolute_error: 225.0641
Epoch 243/5000
148/148 [==============================] - 0s 68us/step - loss: 30759.9148 - mean_absolute_error: 146.0039 - val_loss: 60058.0794 - val_mean_absolute_error: 224.9968
Epoch 244/5000
148/148 [==============================] - 0s 68us/step - loss: 30736.9668 - mean_absolute_error: 145.8573 - val_loss: 60021.4662 - val_mean_absolute_error: 224.9235
Epoch 245/5000
148/148 [==============================] - 0s 68us/step - loss: 30713.4790 - mean_absolute_error: 145.8139 - val_loss: 59977.9475 - val_mean_absolute_error: 224.8357
Epoch 246/5000
148/148 [==============================] - 0s 61us/step - loss: 30687.9958 - mean_absolute_error: 145.7814 - val_loss: 59942.4103 - val_mean_absolute_error: 224.7643
Epoch 247/5000
148/148 [==============================] - 0s 74us/step - loss: 30668.6836 - mean_absolute_error: 145.7382 - val_loss: 59902.9969 - val_mean_absolute_error: 224.6857
Epoch 248/5000
148/148 [==============================] - 0s 68us/step - loss: 30647.0955 - mean_absolute_error: 145.7090 - val_loss: 59862.9356 - val_mean_absolute_error: 224.6052
Epoch 249/5000
148/148 [==============================] - 0s 68us/step - loss: 30623.1754 - mean_absolute_error: 145.6221 - val_loss: 59825.6828 - val_mean_absolute_error: 224.5306
Epoch 250/5000
148/148 [==============================] - 0s 81us/step - loss: 30601.2176 - mean_absolute_error: 145.5564 - val_loss: 59790.4341 - val_mean_absolute_error: 224.4598
Epoch 251/5000
148/148 [==============================] - 0s 81us/step - loss: 30581.8771 - mean_absolute_error: 145.5060 - val_loss: 59754.8250 - val_mean_absolute_error: 224.3874
Epoch 252/5000
148/148 [==============================] - 0s 74us/step - loss: 30558.0296 - mean_absolute_error: 145.4673 - val_loss: 59718.1625 - val_mean_absolute_error: 224.3137
Epoch 253/5000
148/148 [==============================] - 0s 70us/step - loss: 30538.5186 - mean_absolute_error: 145.3752 - val_loss: 59683.7278 - val_mean_absolute_error: 224.2442
Epoch 254/5000
148/148 [==============================] - 0s 68us/step - loss: 30516.3686 - mean_absolute_error: 145.3894 - val_loss: 59644.7634 - val_mean_absolute_error: 224.1660
Epoch 255/5000
148/148 [==============================] - 0s 64us/step - loss: 30494.2812 - mean_absolute_error: 145.3254 - val_loss: 59607.3587 - val_mean_absolute_error: 224.0896
Epoch 256/5000
148/148 [==============================] - 0s 68us/step - loss: 30469.1548 - mean_absolute_error: 145.2148 - val_loss: 59567.7087 - val_mean_absolute_error: 224.0100
Epoch 257/5000
148/148 [==============================] - 0s 71us/step - loss: 30448.8830 - mean_absolute_error: 145.1031 - val_loss: 59524.4381 - val_mean_absolute_error: 223.9239
Epoch 258/5000
148/148 [==============================] - 0s 61us/step - loss: 30421.1415 - mean_absolute_error: 145.1015 - val_loss: 59483.6575 - val_mean_absolute_error: 223.8425
Epoch 259/5000
148/148 [==============================] - 0s 65us/step - loss: 30397.6661 - mean_absolute_error: 145.1039 - val_loss: 59445.1212 - val_mean_absolute_error: 223.7649
Epoch 260/5000
148/148 [==============================] - 0s 74us/step - loss: 30375.0026 - mean_absolute_error: 145.0556 - val_loss: 59412.5997 - val_mean_absolute_error: 223.6996
Epoch 261/5000
148/148 [==============================] - 0s 61us/step - loss: 30357.1349 - mean_absolute_error: 144.9780 - val_loss: 59376.3066 - val_mean_absolute_error: 223.6272
Epoch 262/5000
148/148 [==============================] - 0s 68us/step - loss: 30335.0170 - mean_absolute_error: 144.9897 - val_loss: 59336.2641 - val_mean_absolute_error: 223.5460
Epoch 263/5000
148/148 [==============================] - 0s 74us/step - loss: 30312.2621 - mean_absolute_error: 144.9272 - val_loss: 59294.5622 - val_mean_absolute_error: 223.4617
Epoch 264/5000
148/148 [==============================] - 0s 61us/step - loss: 30288.7209 - mean_absolute_error: 144.8758 - val_loss: 59258.2262 - val_mean_absolute_error: 223.3883
Epoch 265/5000
148/148 [==============================] - 0s 61us/step - loss: 30267.9975 - mean_absolute_error: 144.8140 - val_loss: 59215.5903 - val_mean_absolute_error: 223.3021
Epoch 266/5000
148/148 [==============================] - 0s 68us/step - loss: 30242.6300 - mean_absolute_error: 144.7610 - val_loss: 59182.3250 - val_mean_absolute_error: 223.2346
Epoch 267/5000
148/148 [==============================] - 0s 68us/step - loss: 30222.5806 - mean_absolute_error: 144.6606 - val_loss: 59148.9656 - val_mean_absolute_error: 223.1671
Epoch 268/5000
148/148 [==============================] - 0s 68us/step - loss: 30204.2966 - mean_absolute_error: 144.6319 - val_loss: 59119.9181 - val_mean_absolute_error: 223.1075
Epoch 269/5000
148/148 [==============================] - 0s 61us/step - loss: 30184.2400 - mean_absolute_error: 144.5215 - val_loss: 59086.0184 - val_mean_absolute_error: 223.0390
Epoch 270/5000
148/148 [==============================] - 0s 74us/step - loss: 30162.3871 - mean_absolute_error: 144.4584 - val_loss: 59050.5869 - val_mean_absolute_error: 222.9680
Epoch 271/5000
148/148 [==============================] - 0s 61us/step - loss: 30141.8850 - mean_absolute_error: 144.4199 - val_loss: 59006.5931 - val_mean_absolute_error: 222.8788
Epoch 272/5000
148/148 [==============================] - 0s 61us/step - loss: 30121.1938 - mean_absolute_error: 144.3326 - val_loss: 58969.1237 - val_mean_absolute_error: 222.8037
Epoch 273/5000
148/148 [==============================] - 0s 74us/step - loss: 30096.7746 - mean_absolute_error: 144.2924 - val_loss: 58928.6406 - val_mean_absolute_error: 222.7215
Epoch 274/5000
148/148 [==============================] - 0s 61us/step - loss: 30071.0190 - mean_absolute_error: 144.2148 - val_loss: 58887.2347 - val_mean_absolute_error: 222.6376
Epoch 275/5000
148/148 [==============================] - 0s 68us/step - loss: 30048.1676 - mean_absolute_error: 144.1625 - val_loss: 58854.9656 - val_mean_absolute_error: 222.5724
Epoch 276/5000
148/148 [==============================] - 0s 61us/step - loss: 30029.5925 - mean_absolute_error: 144.0893 - val_loss: 58818.1016 - val_mean_absolute_error: 222.4976
Epoch 277/5000
148/148 [==============================] - 0s 68us/step - loss: 30006.1084 - mean_absolute_error: 144.0505 - val_loss: 58788.1266 - val_mean_absolute_error: 222.4378
Epoch 278/5000
148/148 [==============================] - 0s 61us/step - loss: 29989.0967 - mean_absolute_error: 143.9798 - val_loss: 58752.5717 - val_mean_absolute_error: 222.3659
Epoch 279/5000
148/148 [==============================] - 0s 68us/step - loss: 29965.6996 - mean_absolute_error: 143.8911 - val_loss: 58709.7237 - val_mean_absolute_error: 222.2791
Epoch 280/5000
148/148 [==============================] - 0s 68us/step - loss: 29943.0483 - mean_absolute_error: 143.8498 - val_loss: 58682.3259 - val_mean_absolute_error: 222.2234
Epoch 281/5000
148/148 [==============================] - 0s 61us/step - loss: 29923.8525 - mean_absolute_error: 143.7527 - val_loss: 58642.8773 - val_mean_absolute_error: 222.1433
Epoch 282/5000
148/148 [==============================] - 0s 68us/step - loss: 29900.3593 - mean_absolute_error: 143.6929 - val_loss: 58607.0333 - val_mean_absolute_error: 222.0717
Epoch 283/5000
148/148 [==============================] - 0s 68us/step - loss: 29879.1212 - mean_absolute_error: 143.6601 - val_loss: 58568.0058 - val_mean_absolute_error: 221.9927
Epoch 284/5000
148/148 [==============================] - 0s 68us/step - loss: 29856.8219 - mean_absolute_error: 143.6127 - val_loss: 58532.5019 - val_mean_absolute_error: 221.9205
Epoch 285/5000
148/148 [==============================] - 0s 68us/step - loss: 29838.7551 - mean_absolute_error: 143.5452 - val_loss: 58494.6762 - val_mean_absolute_error: 221.8444
Epoch 286/5000
148/148 [==============================] - 0s 70us/step - loss: 29812.5683 - mean_absolute_error: 143.5516 - val_loss: 58455.9997 - val_mean_absolute_error: 221.7654
Epoch 287/5000
148/148 [==============================] - 0s 75us/step - loss: 29789.6740 - mean_absolute_error: 143.4956 - val_loss: 58416.4544 - val_mean_absolute_error: 221.6848
Epoch 288/5000
148/148 [==============================] - 0s 74us/step - loss: 29767.2730 - mean_absolute_error: 143.4405 - val_loss: 58377.1186 - val_mean_absolute_error: 221.6052
Epoch 289/5000
148/148 [==============================] - 0s 71us/step - loss: 29745.4820 - mean_absolute_error: 143.3726 - val_loss: 58344.6687 - val_mean_absolute_error: 221.5388
Epoch 290/5000
148/148 [==============================] - 0s 74us/step - loss: 29725.0623 - mean_absolute_error: 143.2945 - val_loss: 58302.7622 - val_mean_absolute_error: 221.4533
Epoch 291/5000
148/148 [==============================] - 0s 68us/step - loss: 29702.3471 - mean_absolute_error: 143.2655 - val_loss: 58266.6392 - val_mean_absolute_error: 221.3795
Epoch 292/5000
148/148 [==============================] - 0s 74us/step - loss: 29681.0981 - mean_absolute_error: 143.2056 - val_loss: 58228.3042 - val_mean_absolute_error: 221.3009
Epoch 293/5000
148/148 [==============================] - 0s 74us/step - loss: 29659.3494 - mean_absolute_error: 143.1523 - val_loss: 58191.6767 - val_mean_absolute_error: 221.2272
Epoch 294/5000
148/148 [==============================] - 0s 61us/step - loss: 29636.0681 - mean_absolute_error: 143.0644 - val_loss: 58152.0581 - val_mean_absolute_error: 221.1470
Epoch 295/5000
148/148 [==============================] - 0s 81us/step - loss: 29612.7931 - mean_absolute_error: 143.0762 - val_loss: 58114.8431 - val_mean_absolute_error: 221.0714
Epoch 296/5000
148/148 [==============================] - 0s 68us/step - loss: 29591.2618 - mean_absolute_error: 143.0283 - val_loss: 58076.5525 - val_mean_absolute_error: 220.9935
Epoch 297/5000
148/148 [==============================] - 0s 68us/step - loss: 29567.9105 - mean_absolute_error: 142.9672 - val_loss: 58035.5095 - val_mean_absolute_error: 220.9095
Epoch 298/5000
148/148 [==============================] - 0s 68us/step - loss: 29544.5490 - mean_absolute_error: 142.9165 - val_loss: 57997.2689 - val_mean_absolute_error: 220.8311
Epoch 299/5000
148/148 [==============================] - 0s 68us/step - loss: 29524.2429 - mean_absolute_error: 142.8855 - val_loss: 57960.9887 - val_mean_absolute_error: 220.7565
Epoch 300/5000
148/148 [==============================] - 0s 61us/step - loss: 29503.9964 - mean_absolute_error: 142.7823 - val_loss: 57926.3019 - val_mean_absolute_error: 220.6854
Epoch 301/5000
148/148 [==============================] - 0s 68us/step - loss: 29480.9997 - mean_absolute_error: 142.7515 - val_loss: 57891.7967 - val_mean_absolute_error: 220.6146
Epoch 302/5000
148/148 [==============================] - 0s 68us/step - loss: 29462.2976 - mean_absolute_error: 142.6942 - val_loss: 57855.1858 - val_mean_absolute_error: 220.5397
Epoch 303/5000
148/148 [==============================] - 0s 61us/step - loss: 29440.0304 - mean_absolute_error: 142.6585 - val_loss: 57817.5675 - val_mean_absolute_error: 220.4616
Epoch 304/5000
148/148 [==============================] - 0s 68us/step - loss: 29419.7075 - mean_absolute_error: 142.5683 - val_loss: 57785.3572 - val_mean_absolute_error: 220.3950
Epoch 305/5000
148/148 [==============================] - 0s 61us/step - loss: 29398.0908 - mean_absolute_error: 142.4743 - val_loss: 57745.1192 - val_mean_absolute_error: 220.3114
Epoch 306/5000
148/148 [==============================] - 0s 68us/step - loss: 29375.4568 - mean_absolute_error: 142.3986 - val_loss: 57710.7769 - val_mean_absolute_error: 220.2408
Epoch 307/5000
148/148 [==============================] - 0s 68us/step - loss: 29352.8145 - mean_absolute_error: 142.3039 - val_loss: 57676.6056 - val_mean_absolute_error: 220.1705
Epoch 308/5000
148/148 [==============================] - 0s 68us/step - loss: 29332.9775 - mean_absolute_error: 142.2358 - val_loss: 57643.8281 - val_mean_absolute_error: 220.1021
Epoch 309/5000
148/148 [==============================] - 0s 74us/step - loss: 29313.5647 - mean_absolute_error: 142.1545 - val_loss: 57599.1488 - val_mean_absolute_error: 220.0101
Epoch 310/5000
148/148 [==============================] - 0s 68us/step - loss: 29287.5426 - mean_absolute_error: 142.0860 - val_loss: 57564.7900 - val_mean_absolute_error: 219.9393
Epoch 311/5000
148/148 [==============================] - 0s 68us/step - loss: 29267.2820 - mean_absolute_error: 142.0533 - val_loss: 57528.9775 - val_mean_absolute_error: 219.8657
Epoch 312/5000
148/148 [==============================] - 0s 68us/step - loss: 29245.1967 - mean_absolute_error: 141.9467 - val_loss: 57490.7611 - val_mean_absolute_error: 219.7872
Epoch 313/5000
148/148 [==============================] - 0s 61us/step - loss: 29223.8841 - mean_absolute_error: 141.9188 - val_loss: 57449.7887 - val_mean_absolute_error: 219.7025
Epoch 314/5000
148/148 [==============================] - 0s 61us/step - loss: 29199.8196 - mean_absolute_error: 141.8976 - val_loss: 57416.7741 - val_mean_absolute_error: 219.6346
Epoch 315/5000
148/148 [==============================] - 0s 68us/step - loss: 29180.2322 - mean_absolute_error: 141.8364 - val_loss: 57382.5959 - val_mean_absolute_error: 219.5622
Epoch 316/5000
148/148 [==============================] - 0s 61us/step - loss: 29159.5708 - mean_absolute_error: 141.7708 - val_loss: 57350.1537 - val_mean_absolute_error: 219.4939
Epoch 317/5000
148/148 [==============================] - 0s 61us/step - loss: 29144.2329 - mean_absolute_error: 141.6782 - val_loss: 57314.6344 - val_mean_absolute_error: 219.4206
Epoch 318/5000
148/148 [==============================] - 0s 68us/step - loss: 29118.3697 - mean_absolute_error: 141.5889 - val_loss: 57275.2652 - val_mean_absolute_error: 219.3384
Epoch 319/5000
148/148 [==============================] - 0s 68us/step - loss: 29097.0856 - mean_absolute_error: 141.5528 - val_loss: 57243.9578 - val_mean_absolute_error: 219.2741
Epoch 320/5000
148/148 [==============================] - 0s 68us/step - loss: 29080.6390 - mean_absolute_error: 141.4625 - val_loss: 57203.9530 - val_mean_absolute_error: 219.1898
Epoch 321/5000
148/148 [==============================] - 0s 74us/step - loss: 29057.2999 - mean_absolute_error: 141.3904 - val_loss: 57163.5075 - val_mean_absolute_error: 219.1048
Epoch 322/5000
148/148 [==============================] - 0s 74us/step - loss: 29031.9597 - mean_absolute_error: 141.3076 - val_loss: 57129.2411 - val_mean_absolute_error: 219.0336
Epoch 323/5000
148/148 [==============================] - 0s 61us/step - loss: 29013.5675 - mean_absolute_error: 141.2140 - val_loss: 57085.7934 - val_mean_absolute_error: 218.9445
Epoch 324/5000
148/148 [==============================] - 0s 61us/step - loss: 28987.0607 - mean_absolute_error: 141.2072 - val_loss: 57051.1922 - val_mean_absolute_error: 218.8726
Epoch 325/5000
148/148 [==============================] - 0s 74us/step - loss: 28965.5515 - mean_absolute_error: 141.1594 - val_loss: 57009.6959 - val_mean_absolute_error: 218.7866
Epoch 326/5000
148/148 [==============================] - 0s 74us/step - loss: 28943.0798 - mean_absolute_error: 141.1209 - val_loss: 56969.7402 - val_mean_absolute_error: 218.7037
Epoch 327/5000
148/148 [==============================] - 0s 74us/step - loss: 28920.7021 - mean_absolute_error: 141.0665 - val_loss: 56935.7559 - val_mean_absolute_error: 218.6332
Epoch 328/5000
148/148 [==============================] - 0s 74us/step - loss: 28899.9617 - mean_absolute_error: 141.0105 - val_loss: 56900.6409 - val_mean_absolute_error: 218.5601
Epoch 329/5000
148/148 [==============================] - 0s 61us/step - loss: 28878.6114 - mean_absolute_error: 140.9777 - val_loss: 56871.2930 - val_mean_absolute_error: 218.4996
Epoch 330/5000
148/148 [==============================] - 0s 74us/step - loss: 28861.0286 - mean_absolute_error: 140.9175 - val_loss: 56835.5005 - val_mean_absolute_error: 218.4250
Epoch 331/5000
148/148 [==============================] - 0s 74us/step - loss: 28842.6563 - mean_absolute_error: 140.8532 - val_loss: 56794.8605 - val_mean_absolute_error: 218.3404
Epoch 332/5000
148/148 [==============================] - 0s 61us/step - loss: 28821.5415 - mean_absolute_error: 140.7892 - val_loss: 56755.8702 - val_mean_absolute_error: 218.2593
Epoch 333/5000
148/148 [==============================] - 0s 68us/step - loss: 28793.7968 - mean_absolute_error: 140.7936 - val_loss: 56720.8042 - val_mean_absolute_error: 218.1867
Epoch 334/5000
148/148 [==============================] - 0s 68us/step - loss: 28773.4796 - mean_absolute_error: 140.7342 - val_loss: 56682.2083 - val_mean_absolute_error: 218.1064
Epoch 335/5000
148/148 [==============================] - 0s 68us/step - loss: 28751.7678 - mean_absolute_error: 140.6948 - val_loss: 56653.1244 - val_mean_absolute_error: 218.0461
Epoch 336/5000
148/148 [==============================] - 0s 68us/step - loss: 28737.0762 - mean_absolute_error: 140.6323 - val_loss: 56616.9064 - val_mean_absolute_error: 217.9708
Epoch 337/5000
148/148 [==============================] - 0s 74us/step - loss: 28713.8834 - mean_absolute_error: 140.6036 - val_loss: 56581.3319 - val_mean_absolute_error: 217.8977
Epoch 338/5000
148/148 [==============================] - 0s 68us/step - loss: 28693.8840 - mean_absolute_error: 140.4937 - val_loss: 56543.3914 - val_mean_absolute_error: 217.8176
Epoch 339/5000
148/148 [==============================] - 0s 68us/step - loss: 28671.7831 - mean_absolute_error: 140.4534 - val_loss: 56504.6062 - val_mean_absolute_error: 217.7366
Epoch 340/5000
148/148 [==============================] - 0s 68us/step - loss: 28647.8567 - mean_absolute_error: 140.3760 - val_loss: 56467.8747 - val_mean_absolute_error: 217.6600
Epoch 341/5000
148/148 [==============================] - 0s 68us/step - loss: 28626.9831 - mean_absolute_error: 140.3558 - val_loss: 56431.7736 - val_mean_absolute_error: 217.5847
Epoch 342/5000
148/148 [==============================] - 0s 68us/step - loss: 28607.2306 - mean_absolute_error: 140.2549 - val_loss: 56389.8086 - val_mean_absolute_error: 217.4979
Epoch 343/5000
148/148 [==============================] - 0s 61us/step - loss: 28579.6538 - mean_absolute_error: 140.2528 - val_loss: 56356.2586 - val_mean_absolute_error: 217.4277
Epoch 344/5000
148/148 [==============================] - 0s 68us/step - loss: 28560.0186 - mean_absolute_error: 140.2032 - val_loss: 56318.4911 - val_mean_absolute_error: 217.3486
Epoch 345/5000
148/148 [==============================] - 0s 74us/step - loss: 28538.7014 - mean_absolute_error: 140.1524 - val_loss: 56285.0473 - val_mean_absolute_error: 217.2785
Epoch 346/5000
148/148 [==============================] - 0s 68us/step - loss: 28518.2281 - mean_absolute_error: 140.1074 - val_loss: 56249.1172 - val_mean_absolute_error: 217.2040
Epoch 347/5000
148/148 [==============================] - 0s 61us/step - loss: 28497.3354 - mean_absolute_error: 140.0491 - val_loss: 56216.2217 - val_mean_absolute_error: 217.1350
Epoch 348/5000
148/148 [==============================] - 0s 74us/step - loss: 28478.0935 - mean_absolute_error: 139.9799 - val_loss: 56179.7778 - val_mean_absolute_error: 217.0585
Epoch 349/5000
148/148 [==============================] - 0s 68us/step - loss: 28457.6528 - mean_absolute_error: 139.8920 - val_loss: 56142.7675 - val_mean_absolute_error: 216.9807
Epoch 350/5000
148/148 [==============================] - 0s 68us/step - loss: 28436.5864 - mean_absolute_error: 139.8202 - val_loss: 56112.3789 - val_mean_absolute_error: 216.9181
Epoch 351/5000
148/148 [==============================] - 0s 61us/step - loss: 28419.1917 - mean_absolute_error: 139.7991 - val_loss: 56069.2900 - val_mean_absolute_error: 216.8274
Epoch 352/5000
148/148 [==============================] - 0s 74us/step - loss: 28394.1235 - mean_absolute_error: 139.7116 - val_loss: 56031.0550 - val_mean_absolute_error: 216.7473
Epoch 353/5000
148/148 [==============================] - 0s 68us/step - loss: 28372.8170 - mean_absolute_error: 139.6475 - val_loss: 55996.9350 - val_mean_absolute_error: 216.6757
Epoch 354/5000
148/148 [==============================] - 0s 68us/step - loss: 28351.5638 - mean_absolute_error: 139.6186 - val_loss: 55958.0461 - val_mean_absolute_error: 216.5940
Epoch 355/5000
148/148 [==============================] - 0s 74us/step - loss: 28330.2598 - mean_absolute_error: 139.5964 - val_loss: 55932.5322 - val_mean_absolute_error: 216.5405
Epoch 356/5000
148/148 [==============================] - 0s 61us/step - loss: 28313.3775 - mean_absolute_error: 139.5104 - val_loss: 55903.7089 - val_mean_absolute_error: 216.4799
Epoch 357/5000
148/148 [==============================] - 0s 68us/step - loss: 28297.8939 - mean_absolute_error: 139.3812 - val_loss: 55867.6400 - val_mean_absolute_error: 216.4046
Epoch 358/5000
148/148 [==============================] - 0s 74us/step - loss: 28275.3875 - mean_absolute_error: 139.3689 - val_loss: 55834.4186 - val_mean_absolute_error: 216.3338
Epoch 359/5000
148/148 [==============================] - 0s 61us/step - loss: 28255.8534 - mean_absolute_error: 139.2906 - val_loss: 55799.1508 - val_mean_absolute_error: 216.2591
Epoch 360/5000
148/148 [==============================] - 0s 74us/step - loss: 28234.3511 - mean_absolute_error: 139.2262 - val_loss: 55759.6686 - val_mean_absolute_error: 216.1761
Epoch 361/5000
148/148 [==============================] - 0s 74us/step - loss: 28214.2608 - mean_absolute_error: 139.1246 - val_loss: 55720.3627 - val_mean_absolute_error: 216.0942
Epoch 362/5000
148/148 [==============================] - 0s 61us/step - loss: 28187.8963 - mean_absolute_error: 139.1208 - val_loss: 55688.1670 - val_mean_absolute_error: 216.0248
Epoch 363/5000
148/148 [==============================] - 0s 68us/step - loss: 28170.3028 - mean_absolute_error: 139.0651 - val_loss: 55656.2334 - val_mean_absolute_error: 215.9575
Epoch 364/5000
148/148 [==============================] - 0s 81us/step - loss: 28151.0722 - mean_absolute_error: 139.0118 - val_loss: 55614.0775 - val_mean_absolute_error: 215.8685
Epoch 365/5000
148/148 [==============================] - 0s 71us/step - loss: 28126.3901 - mean_absolute_error: 138.9484 - val_loss: 55579.5523 - val_mean_absolute_error: 215.7956
Epoch 366/5000
148/148 [==============================] - 0s 101us/step - loss: 28106.8467 - mean_absolute_error: 138.9167 - val_loss: 55545.1758 - val_mean_absolute_error: 215.7225
Epoch 367/5000
148/148 [==============================] - 0s 88us/step - loss: 28088.9753 - mean_absolute_error: 138.8552 - val_loss: 55508.7913 - val_mean_absolute_error: 215.6464
Epoch 368/5000
148/148 [==============================] - 0s 81us/step - loss: 28063.6794 - mean_absolute_error: 138.8491 - val_loss: 55472.0181 - val_mean_absolute_error: 215.5688
Epoch 369/5000
148/148 [==============================] - 0s 68us/step - loss: 28044.1715 - mean_absolute_error: 138.7640 - val_loss: 55439.6373 - val_mean_absolute_error: 215.5005
Epoch 370/5000
148/148 [==============================] - 0s 81us/step - loss: 28023.7997 - mean_absolute_error: 138.7006 - val_loss: 55399.1422 - val_mean_absolute_error: 215.4148
Epoch 371/5000
148/148 [==============================] - 0s 68us/step - loss: 28000.7290 - mean_absolute_error: 138.6326 - val_loss: 55366.0528 - val_mean_absolute_error: 215.3449
Epoch 372/5000
148/148 [==============================] - 0s 81us/step - loss: 27981.8067 - mean_absolute_error: 138.5547 - val_loss: 55332.7087 - val_mean_absolute_error: 215.2742
Epoch 373/5000
148/148 [==============================] - 0s 88us/step - loss: 27962.6610 - mean_absolute_error: 138.5006 - val_loss: 55294.8009 - val_mean_absolute_error: 215.1939
Epoch 374/5000
148/148 [==============================] - 0s 115us/step - loss: 27940.7929 - mean_absolute_error: 138.4739 - val_loss: 55264.6773 - val_mean_absolute_error: 215.1282
Epoch 375/5000
148/148 [==============================] - 0s 128us/step - loss: 27925.7897 - mean_absolute_error: 138.4073 - val_loss: 55224.2389 - val_mean_absolute_error: 215.0426
Epoch 376/5000
148/148 [==============================] - 0s 74us/step - loss: 27901.6709 - mean_absolute_error: 138.3870 - val_loss: 55193.4292 - val_mean_absolute_error: 214.9768
Epoch 377/5000
148/148 [==============================] - 0s 95us/step - loss: 27881.8662 - mean_absolute_error: 138.3061 - val_loss: 55156.8839 - val_mean_absolute_error: 214.8997
Epoch 378/5000
148/148 [==============================] - 0s 101us/step - loss: 27861.2526 - mean_absolute_error: 138.2214 - val_loss: 55120.3172 - val_mean_absolute_error: 214.8223
Epoch 379/5000
148/148 [==============================] - 0s 142us/step - loss: 27841.4950 - mean_absolute_error: 138.1736 - val_loss: 55080.4445 - val_mean_absolute_error: 214.7388
Epoch 380/5000
148/148 [==============================] - 0s 182us/step - loss: 27818.8768 - mean_absolute_error: 138.1286 - val_loss: 55044.1686 - val_mean_absolute_error: 214.6617
Epoch 381/5000
148/148 [==============================] - 0s 142us/step - loss: 27797.3594 - mean_absolute_error: 138.0852 - val_loss: 55010.1691 - val_mean_absolute_error: 214.5895
Epoch 382/5000
148/148 [==============================] - 0s 135us/step - loss: 27783.0092 - mean_absolute_error: 138.0208 - val_loss: 54975.0334 - val_mean_absolute_error: 214.5145
Epoch 383/5000
148/148 [==============================] - 0s 115us/step - loss: 27757.9379 - mean_absolute_error: 137.9430 - val_loss: 54935.6072 - val_mean_absolute_error: 214.4297
Epoch 384/5000
148/148 [==============================] - 0s 115us/step - loss: 27733.3705 - mean_absolute_error: 137.9036 - val_loss: 54900.3353 - val_mean_absolute_error: 214.3545
Epoch 385/5000
148/148 [==============================] - 0s 122us/step - loss: 27712.4543 - mean_absolute_error: 137.8533 - val_loss: 54861.5400 - val_mean_absolute_error: 214.2722
Epoch 386/5000
148/148 [==============================] - 0s 135us/step - loss: 27691.5575 - mean_absolute_error: 137.7894 - val_loss: 54821.9844 - val_mean_absolute_error: 214.1878
Epoch 387/5000
148/148 [==============================] - 0s 115us/step - loss: 27669.4448 - mean_absolute_error: 137.7488 - val_loss: 54797.4806 - val_mean_absolute_error: 214.1358
Epoch 388/5000
148/148 [==============================] - 0s 95us/step - loss: 27650.9195 - mean_absolute_error: 137.6567 - val_loss: 54760.7725 - val_mean_absolute_error: 214.0578
Epoch 389/5000
148/148 [==============================] - 0s 101us/step - loss: 27630.6224 - mean_absolute_error: 137.6055 - val_loss: 54725.2644 - val_mean_absolute_error: 213.9830
Epoch 390/5000
148/148 [==============================] - 0s 108us/step - loss: 27610.7819 - mean_absolute_error: 137.5488 - val_loss: 54695.5516 - val_mean_absolute_error: 213.9200
Epoch 391/5000
148/148 [==============================] - 0s 101us/step - loss: 27594.8537 - mean_absolute_error: 137.5788 - val_loss: 54658.6609 - val_mean_absolute_error: 213.8421
Epoch 392/5000
148/148 [==============================] - 0s 108us/step - loss: 27570.2110 - mean_absolute_error: 137.4970 - val_loss: 54624.9978 - val_mean_absolute_error: 213.7703
Epoch 393/5000
148/148 [==============================] - 0s 95us/step - loss: 27550.4276 - mean_absolute_error: 137.4509 - val_loss: 54591.7633 - val_mean_absolute_error: 213.6983
Epoch 394/5000
148/148 [==============================] - 0s 149us/step - loss: 27533.3593 - mean_absolute_error: 137.3507 - val_loss: 54547.0664 - val_mean_absolute_error: 213.6035
Epoch 395/5000
148/148 [==============================] - 0s 122us/step - loss: 27505.9201 - mean_absolute_error: 137.3451 - val_loss: 54519.4934 - val_mean_absolute_error: 213.5441
Epoch 396/5000
148/148 [==============================] - 0s 108us/step - loss: 27489.7702 - mean_absolute_error: 137.2945 - val_loss: 54484.6658 - val_mean_absolute_error: 213.4691
Epoch 397/5000
148/148 [==============================] - 0s 95us/step - loss: 27470.0604 - mean_absolute_error: 137.2336 - val_loss: 54451.1428 - val_mean_absolute_error: 213.3968
Epoch 398/5000
148/148 [==============================] - 0s 81us/step - loss: 27452.0190 - mean_absolute_error: 137.1777 - val_loss: 54413.7487 - val_mean_absolute_error: 213.3167
Epoch 399/5000
148/148 [==============================] - 0s 95us/step - loss: 27430.3381 - mean_absolute_error: 137.1346 - val_loss: 54382.5673 - val_mean_absolute_error: 213.2498
Epoch 400/5000
148/148 [==============================] - 0s 81us/step - loss: 27413.0891 - mean_absolute_error: 137.0497 - val_loss: 54340.1319 - val_mean_absolute_error: 213.1597
Epoch 401/5000
148/148 [==============================] - 0s 88us/step - loss: 27386.5508 - mean_absolute_error: 137.0492 - val_loss: 54302.5792 - val_mean_absolute_error: 213.0791
Epoch 402/5000
148/148 [==============================] - 0s 115us/step - loss: 27365.9125 - mean_absolute_error: 136.9890 - val_loss: 54270.0570 - val_mean_absolute_error: 213.0093
Epoch 403/5000
148/148 [==============================] - 0s 88us/step - loss: 27347.2461 - mean_absolute_error: 136.9325 - val_loss: 54241.2645 - val_mean_absolute_error: 212.9476
Epoch 404/5000
148/148 [==============================] - 0s 74us/step - loss: 27331.8567 - mean_absolute_error: 136.8887 - val_loss: 54203.7319 - val_mean_absolute_error: 212.8670
Epoch 405/5000
148/148 [==============================] - 0s 81us/step - loss: 27309.8579 - mean_absolute_error: 136.8456 - val_loss: 54168.2631 - val_mean_absolute_error: 212.7897
Epoch 406/5000
148/148 [==============================] - 0s 108us/step - loss: 27289.6697 - mean_absolute_error: 136.7569 - val_loss: 54133.0597 - val_mean_absolute_error: 212.7131
Epoch 407/5000
148/148 [==============================] - 0s 108us/step - loss: 27269.0272 - mean_absolute_error: 136.6666 - val_loss: 54093.0920 - val_mean_absolute_error: 212.6264
Epoch 408/5000
148/148 [==============================] - 0s 122us/step - loss: 27246.3662 - mean_absolute_error: 136.6415 - val_loss: 54061.6197 - val_mean_absolute_error: 212.5596
Epoch 409/5000
148/148 [==============================] - 0s 115us/step - loss: 27226.8487 - mean_absolute_error: 136.5883 - val_loss: 54030.3866 - val_mean_absolute_error: 212.4922
Epoch 410/5000
148/148 [==============================] - 0s 95us/step - loss: 27208.7183 - mean_absolute_error: 136.5058 - val_loss: 54003.9703 - val_mean_absolute_error: 212.4362
Epoch 411/5000
148/148 [==============================] - 0s 88us/step - loss: 27191.9739 - mean_absolute_error: 136.4194 - val_loss: 53975.7436 - val_mean_absolute_error: 212.3753
Epoch 412/5000
148/148 [==============================] - 0s 101us/step - loss: 27175.9982 - mean_absolute_error: 136.3418 - val_loss: 53935.3916 - val_mean_absolute_error: 212.2874
Epoch 413/5000
148/148 [==============================] - 0s 101us/step - loss: 27151.4492 - mean_absolute_error: 136.2954 - val_loss: 53901.5920 - val_mean_absolute_error: 212.2145
Epoch 414/5000
148/148 [==============================] - 0s 88us/step - loss: 27132.6191 - mean_absolute_error: 136.2185 - val_loss: 53865.0441 - val_mean_absolute_error: 212.1364
Epoch 415/5000
148/148 [==============================] - 0s 81us/step - loss: 27114.8246 - mean_absolute_error: 136.1806 - val_loss: 53831.7603 - val_mean_absolute_error: 212.0652
Epoch 416/5000
148/148 [==============================] - 0s 81us/step - loss: 27094.0328 - mean_absolute_error: 136.1221 - val_loss: 53792.3555 - val_mean_absolute_error: 211.9815
Epoch 417/5000
148/148 [==============================] - 0s 88us/step - loss: 27071.2771 - mean_absolute_error: 136.0857 - val_loss: 53761.6408 - val_mean_absolute_error: 211.9172
Epoch 418/5000
148/148 [==============================] - 0s 81us/step - loss: 27051.5166 - mean_absolute_error: 136.0038 - val_loss: 53724.0753 - val_mean_absolute_error: 211.8374
Epoch 419/5000
148/148 [==============================] - 0s 74us/step - loss: 27030.7009 - mean_absolute_error: 135.9805 - val_loss: 53688.3575 - val_mean_absolute_error: 211.7617
Epoch 420/5000
148/148 [==============================] - 0s 74us/step - loss: 27014.8391 - mean_absolute_error: 135.8996 - val_loss: 53657.6270 - val_mean_absolute_error: 211.6946
Epoch 421/5000
148/148 [==============================] - 0s 101us/step - loss: 26991.6324 - mean_absolute_error: 135.7964 - val_loss: 53616.7225 - val_mean_absolute_error: 211.6083
Epoch 422/5000
148/148 [==============================] - 0s 81us/step - loss: 26967.6478 - mean_absolute_error: 135.7998 - val_loss: 53581.1956 - val_mean_absolute_error: 211.5326
Epoch 423/5000
148/148 [==============================] - 0s 88us/step - loss: 26945.9948 - mean_absolute_error: 135.7442 - val_loss: 53544.0130 - val_mean_absolute_error: 211.4536
Epoch 424/5000
148/148 [==============================] - 0s 88us/step - loss: 26926.3718 - mean_absolute_error: 135.6933 - val_loss: 53511.7908 - val_mean_absolute_error: 211.3850
Epoch 425/5000
148/148 [==============================] - 0s 74us/step - loss: 26908.6590 - mean_absolute_error: 135.6416 - val_loss: 53478.7128 - val_mean_absolute_error: 211.3145
Epoch 426/5000
148/148 [==============================] - 0s 68us/step - loss: 26887.5458 - mean_absolute_error: 135.5790 - val_loss: 53441.9380 - val_mean_absolute_error: 211.2360
Epoch 427/5000
148/148 [==============================] - 0s 81us/step - loss: 26869.5341 - mean_absolute_error: 135.5151 - val_loss: 53402.4884 - val_mean_absolute_error: 211.1518
Epoch 428/5000
148/148 [==============================] - 0s 95us/step - loss: 26847.3361 - mean_absolute_error: 135.4660 - val_loss: 53367.3561 - val_mean_absolute_error: 211.0767
Epoch 429/5000
148/148 [==============================] - 0s 95us/step - loss: 26828.3568 - mean_absolute_error: 135.4576 - val_loss: 53330.6444 - val_mean_absolute_error: 210.9983
Epoch 430/5000
148/148 [==============================] - 0s 95us/step - loss: 26803.8054 - mean_absolute_error: 135.3805 - val_loss: 53290.5134 - val_mean_absolute_error: 210.9127
Epoch 431/5000
148/148 [==============================] - 0s 108us/step - loss: 26781.8934 - mean_absolute_error: 135.3433 - val_loss: 53259.7253 - val_mean_absolute_error: 210.8467
Epoch 432/5000
148/148 [==============================] - 0s 81us/step - loss: 26768.9064 - mean_absolute_error: 135.2384 - val_loss: 53228.3170 - val_mean_absolute_error: 210.7798
Epoch 433/5000
148/148 [==============================] - 0s 74us/step - loss: 26748.4035 - mean_absolute_error: 135.2003 - val_loss: 53189.7286 - val_mean_absolute_error: 210.6980
Epoch 434/5000
148/148 [==============================] - 0s 81us/step - loss: 26723.6174 - mean_absolute_error: 135.1780 - val_loss: 53158.6806 - val_mean_absolute_error: 210.6314
Epoch 435/5000
148/148 [==============================] - 0s 81us/step - loss: 26704.3129 - mean_absolute_error: 135.1250 - val_loss: 53122.2892 - val_mean_absolute_error: 210.5535
Epoch 436/5000
148/148 [==============================] - 0s 81us/step - loss: 26686.3612 - mean_absolute_error: 135.0838 - val_loss: 53089.9766 - val_mean_absolute_error: 210.4846
Epoch 437/5000
148/148 [==============================] - 0s 74us/step - loss: 26666.4317 - mean_absolute_error: 135.0083 - val_loss: 53060.4702 - val_mean_absolute_error: 210.4213
Epoch 438/5000
148/148 [==============================] - 0s 68us/step - loss: 26646.4231 - mean_absolute_error: 134.9151 - val_loss: 53025.6402 - val_mean_absolute_error: 210.3466
Epoch 439/5000
148/148 [==============================] - 0s 81us/step - loss: 26628.1727 - mean_absolute_error: 134.8118 - val_loss: 52989.9391 - val_mean_absolute_error: 210.2699
Epoch 440/5000
148/148 [==============================] - 0s 88us/step - loss: 26607.4546 - mean_absolute_error: 134.7681 - val_loss: 52954.4094 - val_mean_absolute_error: 210.1939
Epoch 441/5000
148/148 [==============================] - 0s 81us/step - loss: 26586.2630 - mean_absolute_error: 134.6839 - val_loss: 52919.2361 - val_mean_absolute_error: 210.1185
Epoch 442/5000
148/148 [==============================] - 0s 81us/step - loss: 26566.8288 - mean_absolute_error: 134.6486 - val_loss: 52879.7214 - val_mean_absolute_error: 210.0327
Epoch 443/5000
148/148 [==============================] - 0s 81us/step - loss: 26542.3823 - mean_absolute_error: 134.6115 - val_loss: 52849.3602 - val_mean_absolute_error: 209.9673
Epoch 444/5000
148/148 [==============================] - 0s 101us/step - loss: 26526.5458 - mean_absolute_error: 134.5101 - val_loss: 52811.7209 - val_mean_absolute_error: 209.8865
Epoch 445/5000
148/148 [==============================] - 0s 68us/step - loss: 26504.2231 - mean_absolute_error: 134.4822 - val_loss: 52775.7002 - val_mean_absolute_error: 209.8088
Epoch 446/5000
148/148 [==============================] - 0s 88us/step - loss: 26484.5655 - mean_absolute_error: 134.4079 - val_loss: 52743.0625 - val_mean_absolute_error: 209.7388
Epoch 447/5000
148/148 [==============================] - 0s 81us/step - loss: 26465.1276 - mean_absolute_error: 134.3517 - val_loss: 52708.5684 - val_mean_absolute_error: 209.6647
Epoch 448/5000
148/148 [==============================] - 0s 68us/step - loss: 26447.3723 - mean_absolute_error: 134.3004 - val_loss: 52675.7325 - val_mean_absolute_error: 209.5938
Epoch 449/5000
148/148 [==============================] - 0s 81us/step - loss: 26426.8501 - mean_absolute_error: 134.2567 - val_loss: 52640.7853 - val_mean_absolute_error: 209.5187
Epoch 450/5000
148/148 [==============================] - 0s 81us/step - loss: 26406.2415 - mean_absolute_error: 134.2190 - val_loss: 52603.6977 - val_mean_absolute_error: 209.4391
Epoch 451/5000
148/148 [==============================] - 0s 95us/step - loss: 26384.0063 - mean_absolute_error: 134.1298 - val_loss: 52569.0758 - val_mean_absolute_error: 209.3646
Epoch 452/5000
148/148 [==============================] - 0s 81us/step - loss: 26363.4025 - mean_absolute_error: 134.0894 - val_loss: 52539.2739 - val_mean_absolute_error: 209.3004
Epoch 453/5000
148/148 [==============================] - 0s 81us/step - loss: 26346.9423 - mean_absolute_error: 134.0021 - val_loss: 52504.4669 - val_mean_absolute_error: 209.2257
Epoch 454/5000
148/148 [==============================] - 0s 81us/step - loss: 26330.3655 - mean_absolute_error: 133.9066 - val_loss: 52465.4231 - val_mean_absolute_error: 209.1415
Epoch 455/5000
148/148 [==============================] - 0s 88us/step - loss: 26307.1852 - mean_absolute_error: 133.8698 - val_loss: 52429.7098 - val_mean_absolute_error: 209.0650
Epoch 456/5000
148/148 [==============================] - 0s 74us/step - loss: 26284.0901 - mean_absolute_error: 133.8663 - val_loss: 52397.1050 - val_mean_absolute_error: 208.9945
Epoch 457/5000
148/148 [==============================] - 0s 81us/step - loss: 26264.4569 - mean_absolute_error: 133.8049 - val_loss: 52364.4769 - val_mean_absolute_error: 208.9237
Epoch 458/5000
148/148 [==============================] - 0s 81us/step - loss: 26245.6722 - mean_absolute_error: 133.7313 - val_loss: 52329.1023 - val_mean_absolute_error: 208.8479
Epoch 459/5000
148/148 [==============================] - 0s 68us/step - loss: 26224.4793 - mean_absolute_error: 133.7359 - val_loss: 52290.6483 - val_mean_absolute_error: 208.7645
Epoch 460/5000
148/148 [==============================] - 0s 74us/step - loss: 26203.7109 - mean_absolute_error: 133.6811 - val_loss: 52257.6841 - val_mean_absolute_error: 208.6925
Epoch 461/5000
148/148 [==============================] - 0s 81us/step - loss: 26184.0862 - mean_absolute_error: 133.6357 - val_loss: 52223.2169 - val_mean_absolute_error: 208.6178
Epoch 462/5000
148/148 [==============================] - 0s 81us/step - loss: 26166.9268 - mean_absolute_error: 133.5816 - val_loss: 52194.9350 - val_mean_absolute_error: 208.5560
Epoch 463/5000
148/148 [==============================] - 0s 68us/step - loss: 26150.1300 - mean_absolute_error: 133.4836 - val_loss: 52162.6567 - val_mean_absolute_error: 208.4859
Epoch 464/5000
148/148 [==============================] - 0s 81us/step - loss: 26129.6874 - mean_absolute_error: 133.3941 - val_loss: 52127.8116 - val_mean_absolute_error: 208.4104
Epoch 465/5000
148/148 [==============================] - 0s 81us/step - loss: 26110.0833 - mean_absolute_error: 133.3380 - val_loss: 52091.2611 - val_mean_absolute_error: 208.3311
Epoch 466/5000
148/148 [==============================] - 0s 68us/step - loss: 26092.0759 - mean_absolute_error: 133.3154 - val_loss: 52051.7802 - val_mean_absolute_error: 208.2453
Epoch 467/5000
148/148 [==============================] - 0s 74us/step - loss: 26069.8177 - mean_absolute_error: 133.2591 - val_loss: 52015.6389 - val_mean_absolute_error: 208.1668
Epoch 468/5000
148/148 [==============================] - 0s 74us/step - loss: 26049.1485 - mean_absolute_error: 133.1814 - val_loss: 51987.0452 - val_mean_absolute_error: 208.1045
Epoch 469/5000
148/148 [==============================] - 0s 68us/step - loss: 26031.4916 - mean_absolute_error: 133.1809 - val_loss: 51955.0409 - val_mean_absolute_error: 208.0341
Epoch 470/5000
148/148 [==============================] - 0s 68us/step - loss: 26013.1175 - mean_absolute_error: 133.1263 - val_loss: 51918.2589 - val_mean_absolute_error: 207.9544
Epoch 471/5000
148/148 [==============================] - 0s 81us/step - loss: 25991.9801 - mean_absolute_error: 133.0886 - val_loss: 51887.5964 - val_mean_absolute_error: 207.8869
Epoch 472/5000
148/148 [==============================] - 0s 68us/step - loss: 25973.6153 - mean_absolute_error: 132.9959 - val_loss: 51855.8908 - val_mean_absolute_error: 207.8178
Epoch 473/5000
148/148 [==============================] - 0s 61us/step - loss: 25956.5799 - mean_absolute_error: 132.9020 - val_loss: 51816.5092 - val_mean_absolute_error: 207.7321
Epoch 474/5000
148/148 [==============================] - 0s 74us/step - loss: 25932.6046 - mean_absolute_error: 132.8611 - val_loss: 51784.9297 - val_mean_absolute_error: 207.6642
Epoch 475/5000
148/148 [==============================] - 0s 74us/step - loss: 25915.4289 - mean_absolute_error: 132.8126 - val_loss: 51744.2997 - val_mean_absolute_error: 207.5756
Epoch 476/5000
148/148 [==============================] - 0s 68us/step - loss: 25892.6899 - mean_absolute_error: 132.7519 - val_loss: 51712.1892 - val_mean_absolute_error: 207.5053
Epoch 477/5000
148/148 [==============================] - 0s 68us/step - loss: 25877.3353 - mean_absolute_error: 132.7614 - val_loss: 51685.0436 - val_mean_absolute_error: 207.4462
Epoch 478/5000
148/148 [==============================] - 0s 68us/step - loss: 25857.1192 - mean_absolute_error: 132.6578 - val_loss: 51648.3069 - val_mean_absolute_error: 207.3666
Epoch 479/5000
148/148 [==============================] - 0s 61us/step - loss: 25837.0196 - mean_absolute_error: 132.6026 - val_loss: 51619.2858 - val_mean_absolute_error: 207.3031
Epoch 480/5000
148/148 [==============================] - 0s 74us/step - loss: 25821.7015 - mean_absolute_error: 132.5531 - val_loss: 51586.9848 - val_mean_absolute_error: 207.2316
Epoch 481/5000
148/148 [==============================] - 0s 74us/step - loss: 25803.5428 - mean_absolute_error: 132.4802 - val_loss: 51550.9869 - val_mean_absolute_error: 207.1536
Epoch 482/5000
148/148 [==============================] - 0s 74us/step - loss: 25778.5196 - mean_absolute_error: 132.4851 - val_loss: 51516.7048 - val_mean_absolute_error: 207.0788
Epoch 483/5000
148/148 [==============================] - 0s 68us/step - loss: 25759.7082 - mean_absolute_error: 132.4424 - val_loss: 51479.4062 - val_mean_absolute_error: 206.9973
Epoch 484/5000
148/148 [==============================] - 0s 68us/step - loss: 25739.4735 - mean_absolute_error: 132.3746 - val_loss: 51447.7239 - val_mean_absolute_error: 206.9278
Epoch 485/5000
148/148 [==============================] - 0s 68us/step - loss: 25723.7375 - mean_absolute_error: 132.2920 - val_loss: 51410.5434 - val_mean_absolute_error: 206.8463
Epoch 486/5000
148/148 [==============================] - 0s 74us/step - loss: 25702.4196 - mean_absolute_error: 132.2380 - val_loss: 51375.9777 - val_mean_absolute_error: 206.7701
Epoch 487/5000
148/148 [==============================] - 0s 68us/step - loss: 25681.9030 - mean_absolute_error: 132.1849 - val_loss: 51337.4778 - val_mean_absolute_error: 206.6856
Epoch 488/5000
148/148 [==============================] - 0s 74us/step - loss: 25661.3933 - mean_absolute_error: 132.1381 - val_loss: 51302.6980 - val_mean_absolute_error: 206.6102
Epoch 489/5000
148/148 [==============================] - 0s 61us/step - loss: 25638.8925 - mean_absolute_error: 132.1371 - val_loss: 51270.3627 - val_mean_absolute_error: 206.5393
Epoch 490/5000
148/148 [==============================] - 0s 74us/step - loss: 25620.2417 - mean_absolute_error: 132.0864 - val_loss: 51234.6752 - val_mean_absolute_error: 206.4608
Epoch 491/5000
148/148 [==============================] - 0s 74us/step - loss: 25600.8192 - mean_absolute_error: 132.0316 - val_loss: 51199.6903 - val_mean_absolute_error: 206.3838
Epoch 492/5000
148/148 [==============================] - 0s 68us/step - loss: 25581.5897 - mean_absolute_error: 131.9704 - val_loss: 51164.8992 - val_mean_absolute_error: 206.3074
Epoch 493/5000
148/148 [==============================] - 0s 81us/step - loss: 25561.6259 - mean_absolute_error: 131.9174 - val_loss: 51134.0338 - val_mean_absolute_error: 206.2397
Epoch 494/5000
148/148 [==============================] - 0s 88us/step - loss: 25543.9184 - mean_absolute_error: 131.8774 - val_loss: 51100.7672 - val_mean_absolute_error: 206.1664
Epoch 495/5000
148/148 [==============================] - 0s 88us/step - loss: 25523.9674 - mean_absolute_error: 131.7758 - val_loss: 51064.7063 - val_mean_absolute_error: 206.0871
Epoch 496/5000
148/148 [==============================] - 0s 88us/step - loss: 25506.2253 - mean_absolute_error: 131.7280 - val_loss: 51032.1441 - val_mean_absolute_error: 206.0154
Epoch 497/5000
148/148 [==============================] - 0s 74us/step - loss: 25489.2560 - mean_absolute_error: 131.7379 - val_loss: 50999.3503 - val_mean_absolute_error: 205.9424
Epoch 498/5000
148/148 [==============================] - 0s 68us/step - loss: 25471.2964 - mean_absolute_error: 131.5869 - val_loss: 50965.8998 - val_mean_absolute_error: 205.8685
Epoch 499/5000
148/148 [==============================] - 0s 81us/step - loss: 25447.6255 - mean_absolute_error: 131.5447 - val_loss: 50932.8917 - val_mean_absolute_error: 205.7956
Epoch 500/5000
148/148 [==============================] - 0s 95us/step - loss: 25429.4863 - mean_absolute_error: 131.4903 - val_loss: 50898.3617 - val_mean_absolute_error: 205.7195
Epoch 501/5000
148/148 [==============================] - 0s 88us/step - loss: 25410.2412 - mean_absolute_error: 131.3891 - val_loss: 50862.8859 - val_mean_absolute_error: 205.6410
Epoch 502/5000
148/148 [==============================] - 0s 81us/step - loss: 25390.5272 - mean_absolute_error: 131.3320 - val_loss: 50831.0753 - val_mean_absolute_error: 205.5709
Epoch 503/5000
148/148 [==============================] - 0s 81us/step - loss: 25372.0436 - mean_absolute_error: 131.2354 - val_loss: 50796.9262 - val_mean_absolute_error: 205.4964
Epoch 504/5000
148/148 [==============================] - 0s 81us/step - loss: 25351.8375 - mean_absolute_error: 131.2302 - val_loss: 50759.7558 - val_mean_absolute_error: 205.4142
Epoch 505/5000
148/148 [==============================] - 0s 88us/step - loss: 25330.1172 - mean_absolute_error: 131.1563 - val_loss: 50721.2094 - val_mean_absolute_error: 205.3290
Epoch 506/5000
148/148 [==============================] - 0s 88us/step - loss: 25308.8295 - mean_absolute_error: 131.1117 - val_loss: 50688.3955 - val_mean_absolute_error: 205.2562
Epoch 507/5000
148/148 [==============================] - 0s 95us/step - loss: 25293.2205 - mean_absolute_error: 131.0856 - val_loss: 50661.1250 - val_mean_absolute_error: 205.1961
Epoch 508/5000
148/148 [==============================] - 0s 95us/step - loss: 25273.7350 - mean_absolute_error: 131.0089 - val_loss: 50624.5881 - val_mean_absolute_error: 205.1154
Epoch 509/5000
148/148 [==============================] - 0s 95us/step - loss: 25256.7935 - mean_absolute_error: 130.9233 - val_loss: 50586.5653 - val_mean_absolute_error: 205.0319
Epoch 510/5000
148/148 [==============================] - 0s 128us/step - loss: 25233.0358 - mean_absolute_error: 130.9101 - val_loss: 50555.6775 - val_mean_absolute_error: 204.9638
Epoch 511/5000
148/148 [==============================] - 0s 108us/step - loss: 25214.6864 - mean_absolute_error: 130.8487 - val_loss: 50526.2103 - val_mean_absolute_error: 204.8986
Epoch 512/5000
148/148 [==============================] - 0s 88us/step - loss: 25196.2734 - mean_absolute_error: 130.8066 - val_loss: 50491.5645 - val_mean_absolute_error: 204.8218
Epoch 513/5000
148/148 [==============================] - 0s 101us/step - loss: 25177.4762 - mean_absolute_error: 130.7543 - val_loss: 50459.7744 - val_mean_absolute_error: 204.7508
Epoch 514/5000
148/148 [==============================] - 0s 122us/step - loss: 25159.8194 - mean_absolute_error: 130.6973 - val_loss: 50422.7558 - val_mean_absolute_error: 204.6687
Epoch 515/5000
148/148 [==============================] - 0s 128us/step - loss: 25140.7562 - mean_absolute_error: 130.6558 - val_loss: 50389.0573 - val_mean_absolute_error: 204.5939
Epoch 516/5000
148/148 [==============================] - 0s 128us/step - loss: 25120.0512 - mean_absolute_error: 130.6003 - val_loss: 50356.7636 - val_mean_absolute_error: 204.5221
Epoch 517/5000
148/148 [==============================] - 0s 189us/step - loss: 25100.8887 - mean_absolute_error: 130.5745 - val_loss: 50331.5000 - val_mean_absolute_error: 204.4657
Epoch 518/5000
148/148 [==============================] - 0s 101us/step - loss: 25087.4293 - mean_absolute_error: 130.4564 - val_loss: 50297.1408 - val_mean_absolute_error: 204.3900
Epoch 519/5000
148/148 [==============================] - 0s 88us/step - loss: 25067.4084 - mean_absolute_error: 130.4610 - val_loss: 50265.1891 - val_mean_absolute_error: 204.3189
Epoch 520/5000
148/148 [==============================] - 0s 74us/step - loss: 25048.4411 - mean_absolute_error: 130.4203 - val_loss: 50235.6113 - val_mean_absolute_error: 204.2530
Epoch 521/5000
148/148 [==============================] - 0s 74us/step - loss: 25034.1361 - mean_absolute_error: 130.3691 - val_loss: 50202.3688 - val_mean_absolute_error: 204.1787
Epoch 522/5000
148/148 [==============================] - 0s 88us/step - loss: 25012.7881 - mean_absolute_error: 130.2890 - val_loss: 50164.8900 - val_mean_absolute_error: 204.0952
Epoch 523/5000
148/148 [==============================] - 0s 88us/step - loss: 24992.6459 - mean_absolute_error: 130.2313 - val_loss: 50126.1056 - val_mean_absolute_error: 204.0086
Epoch 524/5000
148/148 [==============================] - 0s 101us/step - loss: 24973.3091 - mean_absolute_error: 130.1765 - val_loss: 50100.1195 - val_mean_absolute_error: 203.9515
Epoch 525/5000
148/148 [==============================] - 0s 81us/step - loss: 24957.8667 - mean_absolute_error: 130.1028 - val_loss: 50069.1831 - val_mean_absolute_error: 203.8824
Epoch 526/5000
148/148 [==============================] - 0s 101us/step - loss: 24938.1390 - mean_absolute_error: 130.0866 - val_loss: 50031.9405 - val_mean_absolute_error: 203.7989
Epoch 527/5000
148/148 [==============================] - 0s 74us/step - loss: 24918.2012 - mean_absolute_error: 130.0223 - val_loss: 49998.7217 - val_mean_absolute_error: 203.7258
Epoch 528/5000
148/148 [==============================] - 0s 81us/step - loss: 24897.9620 - mean_absolute_error: 129.9804 - val_loss: 49973.8711 - val_mean_absolute_error: 203.6687
Epoch 529/5000
148/148 [==============================] - 0s 81us/step - loss: 24883.9060 - mean_absolute_error: 129.8870 - val_loss: 49946.0859 - val_mean_absolute_error: 203.6056
Epoch 530/5000
148/148 [==============================] - 0s 81us/step - loss: 24869.1899 - mean_absolute_error: 129.8121 - val_loss: 49913.4844 - val_mean_absolute_error: 203.5331
Epoch 531/5000
148/148 [==============================] - 0s 74us/step - loss: 24851.9827 - mean_absolute_error: 129.7110 - val_loss: 49875.5850 - val_mean_absolute_error: 203.4483
Epoch 532/5000
148/148 [==============================] - 0s 81us/step - loss: 24829.0912 - mean_absolute_error: 129.6805 - val_loss: 49848.1116 - val_mean_absolute_error: 203.3859
Epoch 533/5000
148/148 [==============================] - 0s 81us/step - loss: 24813.0798 - mean_absolute_error: 129.5788 - val_loss: 49815.4792 - val_mean_absolute_error: 203.3124
Epoch 534/5000
148/148 [==============================] - 0s 88us/step - loss: 24796.0256 - mean_absolute_error: 129.5145 - val_loss: 49778.6081 - val_mean_absolute_error: 203.2294
Epoch 535/5000
148/148 [==============================] - 0s 81us/step - loss: 24775.9143 - mean_absolute_error: 129.4785 - val_loss: 49750.0892 - val_mean_absolute_error: 203.1639
Epoch 536/5000
148/148 [==============================] - 0s 68us/step - loss: 24758.4413 - mean_absolute_error: 129.3959 - val_loss: 49713.5759 - val_mean_absolute_error: 203.0818
Epoch 537/5000
148/148 [==============================] - 0s 81us/step - loss: 24739.9216 - mean_absolute_error: 129.3291 - val_loss: 49677.9808 - val_mean_absolute_error: 203.0019
Epoch 538/5000
148/148 [==============================] - 0s 81us/step - loss: 24718.5943 - mean_absolute_error: 129.2925 - val_loss: 49645.7319 - val_mean_absolute_error: 202.9284
Epoch 539/5000
148/148 [==============================] - 0s 74us/step - loss: 24698.4036 - mean_absolute_error: 129.2597 - val_loss: 49613.8919 - val_mean_absolute_error: 202.8568
Epoch 540/5000
148/148 [==============================] - 0s 81us/step - loss: 24680.7838 - mean_absolute_error: 129.2211 - val_loss: 49583.7684 - val_mean_absolute_error: 202.7893
Epoch 541/5000
148/148 [==============================] - 0s 101us/step - loss: 24663.6989 - mean_absolute_error: 129.2209 - val_loss: 49546.8039 - val_mean_absolute_error: 202.7061
Epoch 542/5000
148/148 [==============================] - 0s 81us/step - loss: 24641.9899 - mean_absolute_error: 129.1515 - val_loss: 49518.1981 - val_mean_absolute_error: 202.6416
Epoch 543/5000
148/148 [==============================] - 0s 81us/step - loss: 24627.0293 - mean_absolute_error: 129.1062 - val_loss: 49479.3720 - val_mean_absolute_error: 202.5542
Epoch 544/5000
148/148 [==============================] - 0s 81us/step - loss: 24606.8461 - mean_absolute_error: 129.0493 - val_loss: 49449.3881 - val_mean_absolute_error: 202.4876
Epoch 545/5000
148/148 [==============================] - 0s 74us/step - loss: 24585.8225 - mean_absolute_error: 129.0506 - val_loss: 49421.0505 - val_mean_absolute_error: 202.4236
Epoch 546/5000
148/148 [==============================] - 0s 68us/step - loss: 24570.6377 - mean_absolute_error: 128.9856 - val_loss: 49385.2705 - val_mean_absolute_error: 202.3418
Epoch 547/5000
148/148 [==============================] - 0s 81us/step - loss: 24550.3409 - mean_absolute_error: 128.9398 - val_loss: 49351.7719 - val_mean_absolute_error: 202.2662
Epoch 548/5000
148/148 [==============================] - 0s 81us/step - loss: 24532.2260 - mean_absolute_error: 128.8851 - val_loss: 49320.9356 - val_mean_absolute_error: 202.1965
Epoch 549/5000
148/148 [==============================] - 0s 74us/step - loss: 24513.4632 - mean_absolute_error: 128.8011 - val_loss: 49293.5259 - val_mean_absolute_error: 202.1353
Epoch 550/5000
148/148 [==============================] - 0s 68us/step - loss: 24497.7560 - mean_absolute_error: 128.8007 - val_loss: 49257.7927 - val_mean_absolute_error: 202.0538
Epoch 551/5000
148/148 [==============================] - 0s 88us/step - loss: 24478.2657 - mean_absolute_error: 128.7357 - val_loss: 49224.3450 - val_mean_absolute_error: 201.9783
Epoch 552/5000
148/148 [==============================] - 0s 81us/step - loss: 24457.9521 - mean_absolute_error: 128.6580 - val_loss: 49195.2584 - val_mean_absolute_error: 201.9130
Epoch 553/5000
148/148 [==============================] - 0s 88us/step - loss: 24442.2479 - mean_absolute_error: 128.6196 - val_loss: 49159.9620 - val_mean_absolute_error: 201.8323
Epoch 554/5000
148/148 [==============================] - 0s 88us/step - loss: 24422.0009 - mean_absolute_error: 128.5522 - val_loss: 49129.4488 - val_mean_absolute_error: 201.7630
Epoch 555/5000
148/148 [==============================] - 0s 115us/step - loss: 24405.3223 - mean_absolute_error: 128.4818 - val_loss: 49091.3562 - val_mean_absolute_error: 201.6767
Epoch 556/5000
148/148 [==============================] - 0s 88us/step - loss: 24385.8442 - mean_absolute_error: 128.4529 - val_loss: 49057.8708 - val_mean_absolute_error: 201.6007
Epoch 557/5000
148/148 [==============================] - 0s 74us/step - loss: 24369.3802 - mean_absolute_error: 128.4192 - val_loss: 49019.7781 - val_mean_absolute_error: 201.5143
Epoch 558/5000
148/148 [==============================] - 0s 88us/step - loss: 24344.4200 - mean_absolute_error: 128.3452 - val_loss: 48989.8831 - val_mean_absolute_error: 201.4463
Epoch 559/5000
148/148 [==============================] - 0s 74us/step - loss: 24329.0256 - mean_absolute_error: 128.2902 - val_loss: 48959.2559 - val_mean_absolute_error: 201.3769
Epoch 560/5000
148/148 [==============================] - 0s 74us/step - loss: 24315.0785 - mean_absolute_error: 128.2413 - val_loss: 48934.1525 - val_mean_absolute_error: 201.3189
Epoch 561/5000
148/148 [==============================] - 0s 68us/step - loss: 24296.5302 - mean_absolute_error: 128.1647 - val_loss: 48900.9491 - val_mean_absolute_error: 201.2436
Epoch 562/5000
148/148 [==============================] - 0s 88us/step - loss: 24278.9970 - mean_absolute_error: 128.1449 - val_loss: 48868.3266 - val_mean_absolute_error: 201.1693
Epoch 563/5000
148/148 [==============================] - 0s 88us/step - loss: 24263.3402 - mean_absolute_error: 128.0760 - val_loss: 48832.7689 - val_mean_absolute_error: 201.0892
Epoch 564/5000
148/148 [==============================] - 0s 88us/step - loss: 24238.5600 - mean_absolute_error: 128.0459 - val_loss: 48799.5625 - val_mean_absolute_error: 201.0134
Epoch 565/5000
148/148 [==============================] - 0s 68us/step - loss: 24220.0181 - mean_absolute_error: 127.9931 - val_loss: 48763.4758 - val_mean_absolute_error: 200.9304
Epoch 566/5000
148/148 [==============================] - 0s 74us/step - loss: 24201.7034 - mean_absolute_error: 127.9632 - val_loss: 48730.8764 - val_mean_absolute_error: 200.8561
Epoch 567/5000
148/148 [==============================] - 0s 95us/step - loss: 24183.6849 - mean_absolute_error: 127.9059 - val_loss: 48703.1209 - val_mean_absolute_error: 200.7926
Epoch 568/5000
148/148 [==============================] - 0s 74us/step - loss: 24166.5939 - mean_absolute_error: 127.8168 - val_loss: 48670.9345 - val_mean_absolute_error: 200.7193
Epoch 569/5000
148/148 [==============================] - 0s 88us/step - loss: 24150.5735 - mean_absolute_error: 127.7703 - val_loss: 48631.1127 - val_mean_absolute_error: 200.6284
Epoch 570/5000
148/148 [==============================] - 0s 74us/step - loss: 24128.6740 - mean_absolute_error: 127.7152 - val_loss: 48600.2731 - val_mean_absolute_error: 200.5582
Epoch 571/5000
148/148 [==============================] - 0s 68us/step - loss: 24113.6224 - mean_absolute_error: 127.6299 - val_loss: 48569.5809 - val_mean_absolute_error: 200.4890
Epoch 572/5000
148/148 [==============================] - 0s 88us/step - loss: 24093.3499 - mean_absolute_error: 127.6358 - val_loss: 48543.0802 - val_mean_absolute_error: 200.4280
Epoch 573/5000
148/148 [==============================] - 0s 81us/step - loss: 24077.7418 - mean_absolute_error: 127.5724 - val_loss: 48508.5264 - val_mean_absolute_error: 200.3487
Epoch 574/5000
148/148 [==============================] - 0s 88us/step - loss: 24059.5331 - mean_absolute_error: 127.5306 - val_loss: 48482.2628 - val_mean_absolute_error: 200.2875
Epoch 575/5000
148/148 [==============================] - 0s 74us/step - loss: 24043.6531 - mean_absolute_error: 127.4739 - val_loss: 48449.2155 - val_mean_absolute_error: 200.2114
Epoch 576/5000
148/148 [==============================] - 0s 68us/step - loss: 24025.2685 - mean_absolute_error: 127.4287 - val_loss: 48420.1869 - val_mean_absolute_error: 200.1445
Epoch 577/5000
148/148 [==============================] - 0s 74us/step - loss: 24009.5924 - mean_absolute_error: 127.3809 - val_loss: 48386.8700 - val_mean_absolute_error: 200.0684
Epoch 578/5000
148/148 [==============================] - 0s 81us/step - loss: 23992.5693 - mean_absolute_error: 127.3293 - val_loss: 48352.4595 - val_mean_absolute_error: 199.9897
Epoch 579/5000
148/148 [==============================] - 0s 81us/step - loss: 23970.9796 - mean_absolute_error: 127.2586 - val_loss: 48318.0353 - val_mean_absolute_error: 199.9115
Epoch 580/5000
148/148 [==============================] - 0s 74us/step - loss: 23954.0456 - mean_absolute_error: 127.2163 - val_loss: 48282.8050 - val_mean_absolute_error: 199.8307
Epoch 581/5000
148/148 [==============================] - 0s 74us/step - loss: 23934.8518 - mean_absolute_error: 127.1700 - val_loss: 48252.3422 - val_mean_absolute_error: 199.7597
Epoch 582/5000
148/148 [==============================] - 0s 68us/step - loss: 23916.1158 - mean_absolute_error: 127.0699 - val_loss: 48219.0186 - val_mean_absolute_error: 199.6833
Epoch 583/5000
148/148 [==============================] - 0s 61us/step - loss: 23897.7222 - mean_absolute_error: 127.0050 - val_loss: 48183.9234 - val_mean_absolute_error: 199.6027
Epoch 584/5000
148/148 [==============================] - 0s 88us/step - loss: 23881.3758 - mean_absolute_error: 126.9736 - val_loss: 48157.8550 - val_mean_absolute_error: 199.5426
Epoch 585/5000
148/148 [==============================] - 0s 68us/step - loss: 23861.6794 - mean_absolute_error: 126.8664 - val_loss: 48128.0917 - val_mean_absolute_error: 199.4740
Epoch 586/5000
148/148 [==============================] - 0s 74us/step - loss: 23846.0331 - mean_absolute_error: 126.8204 - val_loss: 48092.9737 - val_mean_absolute_error: 199.3933
Epoch 587/5000
148/148 [==============================] - 0s 74us/step - loss: 23826.5641 - mean_absolute_error: 126.7740 - val_loss: 48067.5062 - val_mean_absolute_error: 199.3331
Epoch 588/5000
148/148 [==============================] - 0s 88us/step - loss: 23814.4967 - mean_absolute_error: 126.6939 - val_loss: 48031.8056 - val_mean_absolute_error: 199.2509
Epoch 589/5000
148/148 [==============================] - 0s 74us/step - loss: 23792.5198 - mean_absolute_error: 126.6603 - val_loss: 48003.0777 - val_mean_absolute_error: 199.1854
Epoch 590/5000
148/148 [==============================] - 0s 81us/step - loss: 23774.4431 - mean_absolute_error: 126.6115 - val_loss: 47971.4045 - val_mean_absolute_error: 199.1124
Epoch 591/5000
148/148 [==============================] - 0s 81us/step - loss: 23755.8586 - mean_absolute_error: 126.5618 - val_loss: 47931.3556 - val_mean_absolute_error: 199.0201
Epoch 592/5000
148/148 [==============================] - 0s 88us/step - loss: 23737.1382 - mean_absolute_error: 126.5167 - val_loss: 47903.4103 - val_mean_absolute_error: 198.9556
Epoch 593/5000
148/148 [==============================] - 0s 95us/step - loss: 23720.4402 - mean_absolute_error: 126.4631 - val_loss: 47872.4480 - val_mean_absolute_error: 198.8840
Epoch 594/5000
148/148 [==============================] - 0s 81us/step - loss: 23703.3375 - mean_absolute_error: 126.4368 - val_loss: 47845.4628 - val_mean_absolute_error: 198.8213
Epoch 595/5000
148/148 [==============================] - 0s 68us/step - loss: 23688.8036 - mean_absolute_error: 126.3456 - val_loss: 47812.9844 - val_mean_absolute_error: 198.7464
Epoch 596/5000
148/148 [==============================] - 0s 68us/step - loss: 23667.8935 - mean_absolute_error: 126.2748 - val_loss: 47774.8223 - val_mean_absolute_error: 198.6582
Epoch 597/5000
148/148 [==============================] - 0s 81us/step - loss: 23650.3253 - mean_absolute_error: 126.2651 - val_loss: 47747.4472 - val_mean_absolute_error: 198.5952
Epoch 598/5000
148/148 [==============================] - 0s 81us/step - loss: 23635.7413 - mean_absolute_error: 126.2198 - val_loss: 47715.0422 - val_mean_absolute_error: 198.5200
Epoch 599/5000
148/148 [==============================] - 0s 74us/step - loss: 23615.2884 - mean_absolute_error: 126.0946 - val_loss: 47689.5616 - val_mean_absolute_error: 198.4610
Epoch 600/5000
148/148 [==============================] - 0s 68us/step - loss: 23600.7681 - mean_absolute_error: 126.0432 - val_loss: 47661.7352 - val_mean_absolute_error: 198.3966
Epoch 601/5000
148/148 [==============================] - 0s 81us/step - loss: 23584.0990 - mean_absolute_error: 125.9859 - val_loss: 47622.5861 - val_mean_absolute_error: 198.3061
Epoch 602/5000
148/148 [==============================] - 0s 74us/step - loss: 23561.4447 - mean_absolute_error: 125.9205 - val_loss: 47592.9467 - val_mean_absolute_error: 198.2377
Epoch 603/5000
148/148 [==============================] - 0s 81us/step - loss: 23545.2214 - mean_absolute_error: 125.8589 - val_loss: 47563.4608 - val_mean_absolute_error: 198.1694
Epoch 604/5000
148/148 [==============================] - 0s 68us/step - loss: 23530.1081 - mean_absolute_error: 125.8765 - val_loss: 47524.5952 - val_mean_absolute_error: 198.0798
Epoch 605/5000
148/148 [==============================] - 0s 81us/step - loss: 23508.4339 - mean_absolute_error: 125.7975 - val_loss: 47500.9966 - val_mean_absolute_error: 198.0247
Epoch 606/5000
148/148 [==============================] - 0s 81us/step - loss: 23493.8291 - mean_absolute_error: 125.7195 - val_loss: 47474.1958 - val_mean_absolute_error: 197.9633
Epoch 607/5000
148/148 [==============================] - 0s 61us/step - loss: 23477.9336 - mean_absolute_error: 125.7153 - val_loss: 47444.0694 - val_mean_absolute_error: 197.8936
Epoch 608/5000
148/148 [==============================] - 0s 81us/step - loss: 23460.9045 - mean_absolute_error: 125.5763 - val_loss: 47412.8142 - val_mean_absolute_error: 197.8209
Epoch 609/5000
148/148 [==============================] - 0s 81us/step - loss: 23442.2484 - mean_absolute_error: 125.5480 - val_loss: 47381.8681 - val_mean_absolute_error: 197.7498
Epoch 610/5000
148/148 [==============================] - 0s 88us/step - loss: 23423.9617 - mean_absolute_error: 125.5502 - val_loss: 47350.8502 - val_mean_absolute_error: 197.6772
Epoch 611/5000
148/148 [==============================] - 0s 68us/step - loss: 23406.3161 - mean_absolute_error: 125.5101 - val_loss: 47314.6759 - val_mean_absolute_error: 197.5924
Epoch 612/5000
148/148 [==============================] - 0s 81us/step - loss: 23385.0962 - mean_absolute_error: 125.4678 - val_loss: 47282.2692 - val_mean_absolute_error: 197.5154
Epoch 613/5000
148/148 [==============================] - 0s 81us/step - loss: 23367.3664 - mean_absolute_error: 125.4143 - val_loss: 47258.8086 - val_mean_absolute_error: 197.4612
Epoch 614/5000
148/148 [==============================] - 0s 88us/step - loss: 23351.4194 - mean_absolute_error: 125.3380 - val_loss: 47224.5025 - val_mean_absolute_error: 197.3813
Epoch 615/5000
148/148 [==============================] - 0s 74us/step - loss: 23332.6154 - mean_absolute_error: 125.2735 - val_loss: 47186.5402 - val_mean_absolute_error: 197.2926
Epoch 616/5000
148/148 [==============================] - 0s 74us/step - loss: 23312.8237 - mean_absolute_error: 125.2210 - val_loss: 47155.2066 - val_mean_absolute_error: 197.2194
Epoch 617/5000
148/148 [==============================] - 0s 81us/step - loss: 23298.4982 - mean_absolute_error: 125.1568 - val_loss: 47126.1317 - val_mean_absolute_error: 197.1523
Epoch 618/5000
148/148 [==============================] - 0s 88us/step - loss: 23277.7916 - mean_absolute_error: 125.1738 - val_loss: 47100.6766 - val_mean_absolute_error: 197.0920
Epoch 619/5000
148/148 [==============================] - 0s 88us/step - loss: 23263.1223 - mean_absolute_error: 125.1041 - val_loss: 47076.4158 - val_mean_absolute_error: 197.0352
Epoch 620/5000
148/148 [==============================] - 0s 74us/step - loss: 23250.8624 - mean_absolute_error: 125.0463 - val_loss: 47043.6167 - val_mean_absolute_error: 196.9586
Epoch 621/5000
148/148 [==============================] - 0s 74us/step - loss: 23230.8900 - mean_absolute_error: 124.9698 - val_loss: 47008.7567 - val_mean_absolute_error: 196.8770
Epoch 622/5000
148/148 [==============================] - 0s 68us/step - loss: 23212.8816 - mean_absolute_error: 124.9391 - val_loss: 46977.2236 - val_mean_absolute_error: 196.8032
Epoch 623/5000
148/148 [==============================] - 0s 88us/step - loss: 23195.5396 - mean_absolute_error: 124.8874 - val_loss: 46951.6300 - val_mean_absolute_error: 196.7419
Epoch 624/5000
148/148 [==============================] - 0s 81us/step - loss: 23182.0753 - mean_absolute_error: 124.8279 - val_loss: 46914.8072 - val_mean_absolute_error: 196.6557
Epoch 625/5000
148/148 [==============================] - 0s 88us/step - loss: 23161.1795 - mean_absolute_error: 124.7593 - val_loss: 46883.4033 - val_mean_absolute_error: 196.5824
Epoch 626/5000
148/148 [==============================] - 0s 74us/step - loss: 23142.3057 - mean_absolute_error: 124.7284 - val_loss: 46850.2148 - val_mean_absolute_error: 196.5053
Epoch 627/5000
148/148 [==============================] - 0s 81us/step - loss: 23124.2734 - mean_absolute_error: 124.7507 - val_loss: 46821.5905 - val_mean_absolute_error: 196.4389
Epoch 628/5000
148/148 [==============================] - 0s 88us/step - loss: 23106.9994 - mean_absolute_error: 124.7426 - val_loss: 46787.4912 - val_mean_absolute_error: 196.3588
Epoch 629/5000
148/148 [==============================] - 0s 88us/step - loss: 23090.1562 - mean_absolute_error: 124.6952 - val_loss: 46753.6281 - val_mean_absolute_error: 196.2791
Epoch 630/5000
148/148 [==============================] - 0s 95us/step - loss: 23071.6009 - mean_absolute_error: 124.6098 - val_loss: 46721.2700 - val_mean_absolute_error: 196.2026
Epoch 631/5000
148/148 [==============================] - 0s 95us/step - loss: 23052.4424 - mean_absolute_error: 124.5550 - val_loss: 46689.4742 - val_mean_absolute_error: 196.1276
Epoch 632/5000
148/148 [==============================] - 0s 74us/step - loss: 23034.5430 - mean_absolute_error: 124.4998 - val_loss: 46660.3405 - val_mean_absolute_error: 196.0577
Epoch 633/5000
148/148 [==============================] - 0s 81us/step - loss: 23020.5989 - mean_absolute_error: 124.4935 - val_loss: 46627.9850 - val_mean_absolute_error: 195.9805
Epoch 634/5000
148/148 [==============================] - 0s 88us/step - loss: 23000.0762 - mean_absolute_error: 124.3918 - val_loss: 46597.8123 - val_mean_absolute_error: 195.9094
Epoch 635/5000
148/148 [==============================] - 0s 74us/step - loss: 22984.9324 - mean_absolute_error: 124.3362 - val_loss: 46566.3033 - val_mean_absolute_error: 195.8352
Epoch 636/5000
148/148 [==============================] - 0s 88us/step - loss: 22966.4305 - mean_absolute_error: 124.3275 - val_loss: 46537.6103 - val_mean_absolute_error: 195.7690
Epoch 637/5000
148/148 [==============================] - 0s 74us/step - loss: 22953.3837 - mean_absolute_error: 124.3061 - val_loss: 46502.8823 - val_mean_absolute_error: 195.6877
Epoch 638/5000
148/148 [==============================] - 0s 74us/step - loss: 22933.3495 - mean_absolute_error: 124.1972 - val_loss: 46471.9566 - val_mean_absolute_error: 195.6156
Epoch 639/5000
148/148 [==============================] - 0s 88us/step - loss: 22914.2532 - mean_absolute_error: 124.1134 - val_loss: 46435.9427 - val_mean_absolute_error: 195.5322
Epoch 640/5000
148/148 [==============================] - 0s 74us/step - loss: 22893.9458 - mean_absolute_error: 124.0791 - val_loss: 46406.8592 - val_mean_absolute_error: 195.4635
Epoch 641/5000
148/148 [==============================] - 0s 68us/step - loss: 22877.4820 - mean_absolute_error: 124.0187 - val_loss: 46385.9039 - val_mean_absolute_error: 195.4148
Epoch 642/5000
148/148 [==============================] - 0s 81us/step - loss: 22864.7033 - mean_absolute_error: 123.9305 - val_loss: 46351.1817 - val_mean_absolute_error: 195.3336
Epoch 643/5000
148/148 [==============================] - 0s 88us/step - loss: 22845.5405 - mean_absolute_error: 123.8692 - val_loss: 46318.8177 - val_mean_absolute_error: 195.2593
Epoch 644/5000
148/148 [==============================] - 0s 81us/step - loss: 22825.8696 - mean_absolute_error: 123.8767 - val_loss: 46283.3267 - val_mean_absolute_error: 195.1765
Epoch 645/5000
148/148 [==============================] - 0s 88us/step - loss: 22807.6769 - mean_absolute_error: 123.8197 - val_loss: 46258.4711 - val_mean_absolute_error: 195.1179
Epoch 646/5000
148/148 [==============================] - 0s 88us/step - loss: 22791.9578 - mean_absolute_error: 123.7395 - val_loss: 46231.0742 - val_mean_absolute_error: 195.0537
Epoch 647/5000
148/148 [==============================] - 0s 88us/step - loss: 22777.4783 - mean_absolute_error: 123.6806 - val_loss: 46195.8666 - val_mean_absolute_error: 194.9714
Epoch 648/5000
148/148 [==============================] - 0s 88us/step - loss: 22759.5666 - mean_absolute_error: 123.6151 - val_loss: 46164.3086 - val_mean_absolute_error: 194.8978
Epoch 649/5000
148/148 [==============================] - 0s 74us/step - loss: 22742.2978 - mean_absolute_error: 123.5769 - val_loss: 46138.2423 - val_mean_absolute_error: 194.8352
Epoch 650/5000
148/148 [==============================] - 0s 88us/step - loss: 22725.8983 - mean_absolute_error: 123.4803 - val_loss: 46112.2505 - val_mean_absolute_error: 194.7747
Epoch 651/5000
148/148 [==============================] - 0s 81us/step - loss: 22711.4856 - mean_absolute_error: 123.4825 - val_loss: 46079.1988 - val_mean_absolute_error: 194.6971
Epoch 652/5000
148/148 [==============================] - 0s 81us/step - loss: 22693.9297 - mean_absolute_error: 123.4270 - val_loss: 46047.7628 - val_mean_absolute_error: 194.6236
Epoch 653/5000
148/148 [==============================] - 0s 74us/step - loss: 22680.4369 - mean_absolute_error: 123.4477 - val_loss: 46017.3223 - val_mean_absolute_error: 194.5521
Epoch 654/5000
148/148 [==============================] - 0s 81us/step - loss: 22660.2454 - mean_absolute_error: 123.3183 - val_loss: 45987.8100 - val_mean_absolute_error: 194.4822
Epoch 655/5000
148/148 [==============================] - 0s 81us/step - loss: 22639.8554 - mean_absolute_error: 123.2792 - val_loss: 45956.7398 - val_mean_absolute_error: 194.4090
Epoch 656/5000
148/148 [==============================] - 0s 88us/step - loss: 22622.9153 - mean_absolute_error: 123.1776 - val_loss: 45924.1486 - val_mean_absolute_error: 194.3317
Epoch 657/5000
148/148 [==============================] - 0s 95us/step - loss: 22605.3722 - mean_absolute_error: 123.1155 - val_loss: 45892.4027 - val_mean_absolute_error: 194.2567
Epoch 658/5000
148/148 [==============================] - 0s 88us/step - loss: 22588.1563 - mean_absolute_error: 123.0692 - val_loss: 45865.1931 - val_mean_absolute_error: 194.1925
Epoch 659/5000
148/148 [==============================] - 0s 95us/step - loss: 22572.6305 - mean_absolute_error: 122.9672 - val_loss: 45830.9734 - val_mean_absolute_error: 194.1119
Epoch 660/5000
148/148 [==============================] - 0s 95us/step - loss: 22553.1731 - mean_absolute_error: 122.9055 - val_loss: 45799.3827 - val_mean_absolute_error: 194.0372
Epoch 661/5000
148/148 [==============================] - 0s 108us/step - loss: 22537.5351 - mean_absolute_error: 122.8487 - val_loss: 45766.1155 - val_mean_absolute_error: 193.9590
Epoch 662/5000
148/148 [==============================] - 0s 142us/step - loss: 22517.0947 - mean_absolute_error: 122.8321 - val_loss: 45736.2937 - val_mean_absolute_error: 193.8885
Epoch 663/5000
148/148 [==============================] - 0s 189us/step - loss: 22503.8566 - mean_absolute_error: 122.7968 - val_loss: 45707.7950 - val_mean_absolute_error: 193.8219
Epoch 664/5000
148/148 [==============================] - 0s 155us/step - loss: 22484.3401 - mean_absolute_error: 122.7520 - val_loss: 45675.8534 - val_mean_absolute_error: 193.7471
Epoch 665/5000
148/148 [==============================] - 0s 135us/step - loss: 22464.7986 - mean_absolute_error: 122.6824 - val_loss: 45642.6595 - val_mean_absolute_error: 193.6682
Epoch 666/5000
148/148 [==============================] - 0s 108us/step - loss: 22448.6395 - mean_absolute_error: 122.6655 - val_loss: 45606.8247 - val_mean_absolute_error: 193.5834
Epoch 667/5000
148/148 [==============================] - 0s 135us/step - loss: 22429.8022 - mean_absolute_error: 122.5677 - val_loss: 45573.8759 - val_mean_absolute_error: 193.5055
Epoch 668/5000
148/148 [==============================] - 0s 115us/step - loss: 22409.3644 - mean_absolute_error: 122.5263 - val_loss: 45543.7230 - val_mean_absolute_error: 193.4340
Epoch 669/5000
148/148 [==============================] - 0s 122us/step - loss: 22396.4188 - mean_absolute_error: 122.4547 - val_loss: 45512.9739 - val_mean_absolute_error: 193.3596
Epoch 670/5000
148/148 [==============================] - 0s 108us/step - loss: 22378.0991 - mean_absolute_error: 122.3987 - val_loss: 45482.4552 - val_mean_absolute_error: 193.2874
Epoch 671/5000
148/148 [==============================] - 0s 128us/step - loss: 22356.7733 - mean_absolute_error: 122.3870 - val_loss: 45458.1547 - val_mean_absolute_error: 193.2296
Epoch 672/5000
148/148 [==============================] - 0s 108us/step - loss: 22346.0179 - mean_absolute_error: 122.3756 - val_loss: 45431.2664 - val_mean_absolute_error: 193.1657
Epoch 673/5000
148/148 [==============================] - 0s 115us/step - loss: 22330.6128 - mean_absolute_error: 122.2643 - val_loss: 45399.4916 - val_mean_absolute_error: 193.0902
Epoch 674/5000
148/148 [==============================] - 0s 115us/step - loss: 22311.1067 - mean_absolute_error: 122.2038 - val_loss: 45364.9431 - val_mean_absolute_error: 193.0069
Epoch 675/5000
148/148 [==============================] - 0s 115us/step - loss: 22292.2256 - mean_absolute_error: 122.1580 - val_loss: 45329.4436 - val_mean_absolute_error: 192.9226
Epoch 676/5000
148/148 [==============================] - 0s 95us/step - loss: 22274.7151 - mean_absolute_error: 122.0867 - val_loss: 45299.6677 - val_mean_absolute_error: 192.8513
Epoch 677/5000
148/148 [==============================] - 0s 128us/step - loss: 22255.8599 - mean_absolute_error: 121.9814 - val_loss: 45266.1280 - val_mean_absolute_error: 192.7719
Epoch 678/5000
148/148 [==============================] - 0s 101us/step - loss: 22237.8427 - mean_absolute_error: 121.9375 - val_loss: 45233.6034 - val_mean_absolute_error: 192.6943
Epoch 679/5000
148/148 [==============================] - 0s 88us/step - loss: 22221.9428 - mean_absolute_error: 121.8884 - val_loss: 45203.8867 - val_mean_absolute_error: 192.6237
Epoch 680/5000
148/148 [==============================] - 0s 81us/step - loss: 22204.1849 - mean_absolute_error: 121.8262 - val_loss: 45169.7944 - val_mean_absolute_error: 192.5424
Epoch 681/5000
148/148 [==============================] - 0s 88us/step - loss: 22184.6345 - mean_absolute_error: 121.7929 - val_loss: 45139.0408 - val_mean_absolute_error: 192.4695
Epoch 682/5000
148/148 [==============================] - 0s 81us/step - loss: 22166.1628 - mean_absolute_error: 121.7416 - val_loss: 45112.2042 - val_mean_absolute_error: 192.4052
Epoch 683/5000
148/148 [==============================] - 0s 68us/step - loss: 22153.4823 - mean_absolute_error: 121.7082 - val_loss: 45085.9167 - val_mean_absolute_error: 192.3419
Epoch 684/5000
148/148 [==============================] - 0s 95us/step - loss: 22140.4839 - mean_absolute_error: 121.5959 - val_loss: 45062.6348 - val_mean_absolute_error: 192.2859
Epoch 685/5000
148/148 [==============================] - 0s 88us/step - loss: 22121.2719 - mean_absolute_error: 121.5279 - val_loss: 45037.5078 - val_mean_absolute_error: 192.2265
Epoch 686/5000
148/148 [==============================] - 0s 88us/step - loss: 22109.7840 - mean_absolute_error: 121.4750 - val_loss: 45005.9056 - val_mean_absolute_error: 192.1509
Epoch 687/5000
148/148 [==============================] - 0s 81us/step - loss: 22090.0965 - mean_absolute_error: 121.4187 - val_loss: 44974.5247 - val_mean_absolute_error: 192.0758
Epoch 688/5000
148/148 [==============================] - 0s 74us/step - loss: 22073.5013 - mean_absolute_error: 121.3649 - val_loss: 44946.8216 - val_mean_absolute_error: 192.0091
Epoch 689/5000
148/148 [==============================] - 0s 81us/step - loss: 22057.3321 - mean_absolute_error: 121.3484 - val_loss: 44913.1791 - val_mean_absolute_error: 191.9283
Epoch 690/5000
148/148 [==============================] - 0s 88us/step - loss: 22043.2570 - mean_absolute_error: 121.3094 - val_loss: 44884.5777 - val_mean_absolute_error: 191.8594
Epoch 691/5000
148/148 [==============================] - 0s 81us/step - loss: 22023.2083 - mean_absolute_error: 121.2308 - val_loss: 44850.0847 - val_mean_absolute_error: 191.7767
Epoch 692/5000
148/148 [==============================] - 0s 61us/step - loss: 22004.6989 - mean_absolute_error: 121.1846 - val_loss: 44820.1134 - val_mean_absolute_error: 191.7048
Epoch 693/5000
148/148 [==============================] - 0s 95us/step - loss: 21990.6251 - mean_absolute_error: 121.1389 - val_loss: 44783.6531 - val_mean_absolute_error: 191.6177
Epoch 694/5000
148/148 [==============================] - 0s 95us/step - loss: 21966.1245 - mean_absolute_error: 121.1351 - val_loss: 44756.9831 - val_mean_absolute_error: 191.5537
Epoch 695/5000
148/148 [==============================] - 0s 101us/step - loss: 21951.9978 - mean_absolute_error: 121.0750 - val_loss: 44728.7334 - val_mean_absolute_error: 191.4860
Epoch 696/5000
148/148 [==============================] - 0s 95us/step - loss: 21937.1745 - mean_absolute_error: 121.0385 - val_loss: 44694.5677 - val_mean_absolute_error: 191.4039
Epoch 697/5000
148/148 [==============================] - 0s 95us/step - loss: 21918.1034 - mean_absolute_error: 120.9631 - val_loss: 44661.3141 - val_mean_absolute_error: 191.3248
Epoch 698/5000
148/148 [==============================] - 0s 81us/step - loss: 21900.3078 - mean_absolute_error: 120.9794 - val_loss: 44634.4911 - val_mean_absolute_error: 191.2602
Epoch 699/5000
148/148 [==============================] - 0s 68us/step - loss: 21884.3189 - mean_absolute_error: 120.9260 - val_loss: 44601.3422 - val_mean_absolute_error: 191.1806
Epoch 700/5000
148/148 [==============================] - 0s 81us/step - loss: 21867.9160 - mean_absolute_error: 120.9036 - val_loss: 44573.7148 - val_mean_absolute_error: 191.1130
Epoch 701/5000
148/148 [==============================] - 0s 88us/step - loss: 21851.8950 - mean_absolute_error: 120.8578 - val_loss: 44542.3369 - val_mean_absolute_error: 191.0373
Epoch 702/5000
148/148 [==============================] - 0s 81us/step - loss: 21835.8565 - mean_absolute_error: 120.7969 - val_loss: 44513.7703 - val_mean_absolute_error: 190.9684
Epoch 703/5000
148/148 [==============================] - 0s 81us/step - loss: 21818.4971 - mean_absolute_error: 120.7454 - val_loss: 44487.0703 - val_mean_absolute_error: 190.9036
Epoch 704/5000
148/148 [==============================] - 0s 68us/step - loss: 21806.0783 - mean_absolute_error: 120.7021 - val_loss: 44454.3778 - val_mean_absolute_error: 190.8247
Epoch 705/5000
148/148 [==============================] - 0s 88us/step - loss: 21786.1762 - mean_absolute_error: 120.6501 - val_loss: 44424.5397 - val_mean_absolute_error: 190.7526
Epoch 706/5000
148/148 [==============================] - 0s 81us/step - loss: 21771.0217 - mean_absolute_error: 120.6184 - val_loss: 44395.5750 - val_mean_absolute_error: 190.6832
Epoch 707/5000
148/148 [==============================] - 0s 81us/step - loss: 21755.6607 - mean_absolute_error: 120.6048 - val_loss: 44368.3964 - val_mean_absolute_error: 190.6168
Epoch 708/5000
148/148 [==============================] - 0s 61us/step - loss: 21737.9303 - mean_absolute_error: 120.5001 - val_loss: 44335.7806 - val_mean_absolute_error: 190.5379
Epoch 709/5000
148/148 [==============================] - 0s 81us/step - loss: 21723.9712 - mean_absolute_error: 120.4634 - val_loss: 44306.6237 - val_mean_absolute_error: 190.4691
Epoch 710/5000
148/148 [==============================] - 0s 95us/step - loss: 21703.9847 - mean_absolute_error: 120.4017 - val_loss: 44270.9819 - val_mean_absolute_error: 190.3856
Epoch 711/5000
148/148 [==============================] - 0s 88us/step - loss: 21686.9376 - mean_absolute_error: 120.3346 - val_loss: 44243.3102 - val_mean_absolute_error: 190.3211
Epoch 712/5000
148/148 [==============================] - 0s 101us/step - loss: 21669.2687 - mean_absolute_error: 120.2732 - val_loss: 44208.7962 - val_mean_absolute_error: 190.2402
Epoch 713/5000
148/148 [==============================] - 0s 81us/step - loss: 21653.1661 - mean_absolute_error: 120.2158 - val_loss: 44176.9902 - val_mean_absolute_error: 190.1662
Epoch 714/5000
148/148 [==============================] - 0s 88us/step - loss: 21632.7139 - mean_absolute_error: 120.2178 - val_loss: 44148.3473 - val_mean_absolute_error: 190.0991
Epoch 715/5000
148/148 [==============================] - 0s 68us/step - loss: 21616.3473 - mean_absolute_error: 120.1615 - val_loss: 44119.5597 - val_mean_absolute_error: 190.0316
Epoch 716/5000
148/148 [==============================] - 0s 88us/step - loss: 21601.5818 - mean_absolute_error: 120.1241 - val_loss: 44089.5344 - val_mean_absolute_error: 189.9609
Epoch 717/5000
148/148 [==============================] - 0s 81us/step - loss: 21585.2618 - mean_absolute_error: 120.0608 - val_loss: 44057.6798 - val_mean_absolute_error: 189.8860
Epoch 718/5000
148/148 [==============================] - 0s 81us/step - loss: 21567.7454 - mean_absolute_error: 120.0285 - val_loss: 44027.9045 - val_mean_absolute_error: 189.8148
Epoch 719/5000
148/148 [==============================] - 0s 74us/step - loss: 21552.4327 - mean_absolute_error: 119.9653 - val_loss: 43997.8239 - val_mean_absolute_error: 189.7437
Epoch 720/5000
148/148 [==============================] - 0s 74us/step - loss: 21538.0993 - mean_absolute_error: 119.9173 - val_loss: 43964.2594 - val_mean_absolute_error: 189.6650
Epoch 721/5000
148/148 [==============================] - 0s 81us/step - loss: 21516.3827 - mean_absolute_error: 119.8464 - val_loss: 43937.0011 - val_mean_absolute_error: 189.6010
Epoch 722/5000
148/148 [==============================] - 0s 88us/step - loss: 21500.6790 - mean_absolute_error: 119.7946 - val_loss: 43904.0441 - val_mean_absolute_error: 189.5220
Epoch 723/5000
148/148 [==============================] - 0s 135us/step - loss: 21484.3765 - mean_absolute_error: 119.7221 - val_loss: 43870.2558 - val_mean_absolute_error: 189.4419
Epoch 724/5000
148/148 [==============================] - 0s 88us/step - loss: 21464.7656 - mean_absolute_error: 119.6325 - val_loss: 43847.1089 - val_mean_absolute_error: 189.3870
Epoch 725/5000
148/148 [==============================] - 0s 88us/step - loss: 21450.4771 - mean_absolute_error: 119.5609 - val_loss: 43822.9052 - val_mean_absolute_error: 189.3285
Epoch 726/5000
148/148 [==============================] - 0s 88us/step - loss: 21436.9628 - mean_absolute_error: 119.4590 - val_loss: 43791.4605 - val_mean_absolute_error: 189.2542
Epoch 727/5000
148/148 [==============================] - 0s 81us/step - loss: 21420.3745 - mean_absolute_error: 119.4157 - val_loss: 43758.6237 - val_mean_absolute_error: 189.1766
Epoch 728/5000
148/148 [==============================] - 0s 81us/step - loss: 21402.7634 - mean_absolute_error: 119.3764 - val_loss: 43734.8859 - val_mean_absolute_error: 189.1200
Epoch 729/5000
148/148 [==============================] - 0s 88us/step - loss: 21391.7985 - mean_absolute_error: 119.3162 - val_loss: 43705.7986 - val_mean_absolute_error: 189.0510
Epoch 730/5000
148/148 [==============================] - 0s 95us/step - loss: 21377.9005 - mean_absolute_error: 119.2594 - val_loss: 43676.5161 - val_mean_absolute_error: 188.9814
Epoch 731/5000
148/148 [==============================] - 0s 88us/step - loss: 21357.1134 - mean_absolute_error: 119.2008 - val_loss: 43648.6497 - val_mean_absolute_error: 188.9143
Epoch 732/5000
148/148 [==============================] - 0s 88us/step - loss: 21340.4519 - mean_absolute_error: 119.1352 - val_loss: 43612.1355 - val_mean_absolute_error: 188.8279
Epoch 733/5000
148/148 [==============================] - 0s 95us/step - loss: 21322.6888 - mean_absolute_error: 119.1034 - val_loss: 43580.9683 - val_mean_absolute_error: 188.7539
Epoch 734/5000
148/148 [==============================] - 0s 81us/step - loss: 21306.3994 - mean_absolute_error: 119.0480 - val_loss: 43555.1922 - val_mean_absolute_error: 188.6926
Epoch 735/5000
148/148 [==============================] - 0s 95us/step - loss: 21291.8663 - mean_absolute_error: 119.0162 - val_loss: 43522.2389 - val_mean_absolute_error: 188.6147
Epoch 736/5000
148/148 [==============================] - 0s 88us/step - loss: 21271.2202 - mean_absolute_error: 118.9632 - val_loss: 43492.6327 - val_mean_absolute_error: 188.5439
Epoch 737/5000
148/148 [==============================] - 0s 95us/step - loss: 21257.6038 - mean_absolute_error: 118.9328 - val_loss: 43458.4912 - val_mean_absolute_error: 188.4628
Epoch 738/5000
148/148 [==============================] - 0s 68us/step - loss: 21238.5913 - mean_absolute_error: 118.9000 - val_loss: 43429.4737 - val_mean_absolute_error: 188.3932
Epoch 739/5000
148/148 [==============================] - 0s 88us/step - loss: 21221.0659 - mean_absolute_error: 118.7759 - val_loss: 43400.1170 - val_mean_absolute_error: 188.3234
Epoch 740/5000
148/148 [==============================] - 0s 81us/step - loss: 21206.4032 - mean_absolute_error: 118.7238 - val_loss: 43371.4492 - val_mean_absolute_error: 188.2551
Epoch 741/5000
148/148 [==============================] - 0s 88us/step - loss: 21189.3082 - mean_absolute_error: 118.6943 - val_loss: 43343.5323 - val_mean_absolute_error: 188.1883
Epoch 742/5000
148/148 [==============================] - 0s 81us/step - loss: 21175.1084 - mean_absolute_error: 118.6281 - val_loss: 43313.1748 - val_mean_absolute_error: 188.1160
Epoch 743/5000
148/148 [==============================] - 0s 88us/step - loss: 21156.3057 - mean_absolute_error: 118.5653 - val_loss: 43285.0898 - val_mean_absolute_error: 188.0491
Epoch 744/5000
148/148 [==============================] - 0s 88us/step - loss: 21140.6936 - mean_absolute_error: 118.4852 - val_loss: 43254.3236 - val_mean_absolute_error: 187.9758
Epoch 745/5000
148/148 [==============================] - 0s 88us/step - loss: 21125.5022 - mean_absolute_error: 118.4424 - val_loss: 43220.5811 - val_mean_absolute_error: 187.8951
Epoch 746/5000
148/148 [==============================] - 0s 88us/step - loss: 21105.8763 - mean_absolute_error: 118.4227 - val_loss: 43198.3275 - val_mean_absolute_error: 187.8404
Epoch 747/5000
148/148 [==============================] - 0s 95us/step - loss: 21094.5943 - mean_absolute_error: 118.3511 - val_loss: 43167.8269 - val_mean_absolute_error: 187.7675
Epoch 748/5000
148/148 [==============================] - 0s 88us/step - loss: 21073.4880 - mean_absolute_error: 118.2912 - val_loss: 43138.8739 - val_mean_absolute_error: 187.6981
Epoch 749/5000
148/148 [==============================] - 0s 88us/step - loss: 21057.9020 - mean_absolute_error: 118.2423 - val_loss: 43108.1898 - val_mean_absolute_error: 187.6250
Epoch 750/5000
148/148 [==============================] - 0s 88us/step - loss: 21038.4228 - mean_absolute_error: 118.2201 - val_loss: 43077.4084 - val_mean_absolute_error: 187.5513
Epoch 751/5000
148/148 [==============================] - 0s 88us/step - loss: 21022.1829 - mean_absolute_error: 118.1745 - val_loss: 43049.0345 - val_mean_absolute_error: 187.4828
Epoch 752/5000
148/148 [==============================] - 0s 81us/step - loss: 21007.0017 - mean_absolute_error: 118.1283 - val_loss: 43017.0145 - val_mean_absolute_error: 187.4061
Epoch 753/5000
148/148 [==============================] - 0s 95us/step - loss: 20993.0627 - mean_absolute_error: 118.0983 - val_loss: 42989.8586 - val_mean_absolute_error: 187.3402
Epoch 754/5000
148/148 [==============================] - 0s 95us/step - loss: 20974.0504 - mean_absolute_error: 117.9959 - val_loss: 42965.9806 - val_mean_absolute_error: 187.2825
Epoch 755/5000
148/148 [==============================] - 0s 88us/step - loss: 20961.4944 - mean_absolute_error: 117.9384 - val_loss: 42930.2564 - val_mean_absolute_error: 187.1974
Epoch 756/5000
148/148 [==============================] - 0s 81us/step - loss: 20944.3687 - mean_absolute_error: 117.9024 - val_loss: 42904.6400 - val_mean_absolute_error: 187.1360
Epoch 757/5000
148/148 [==============================] - 0s 101us/step - loss: 20928.1380 - mean_absolute_error: 117.8826 - val_loss: 42874.3341 - val_mean_absolute_error: 187.0633
Epoch 758/5000
148/148 [==============================] - 0s 128us/step - loss: 20913.5314 - mean_absolute_error: 117.8352 - val_loss: 42848.5506 - val_mean_absolute_error: 187.0015
Epoch 759/5000
148/148 [==============================] - 0s 108us/step - loss: 20894.1433 - mean_absolute_error: 117.7571 - val_loss: 42824.6334 - val_mean_absolute_error: 186.9435
Epoch 760/5000
148/148 [==============================] - 0s 74us/step - loss: 20878.4994 - mean_absolute_error: 117.6632 - val_loss: 42798.1261 - val_mean_absolute_error: 186.8798
Epoch 761/5000
148/148 [==============================] - 0s 74us/step - loss: 20863.8107 - mean_absolute_error: 117.6726 - val_loss: 42762.1283 - val_mean_absolute_error: 186.7932
Epoch 762/5000
148/148 [==============================] - 0s 81us/step - loss: 20845.2328 - mean_absolute_error: 117.6170 - val_loss: 42733.4070 - val_mean_absolute_error: 186.7238
Epoch 763/5000
148/148 [==============================] - 0s 88us/step - loss: 20831.2620 - mean_absolute_error: 117.5742 - val_loss: 42701.9673 - val_mean_absolute_error: 186.6483
Epoch 764/5000
148/148 [==============================] - 0s 81us/step - loss: 20811.8305 - mean_absolute_error: 117.5268 - val_loss: 42671.9737 - val_mean_absolute_error: 186.5759
Epoch 765/5000
148/148 [==============================] - 0s 88us/step - loss: 20798.5214 - mean_absolute_error: 117.4929 - val_loss: 42640.9077 - val_mean_absolute_error: 186.4998
Epoch 766/5000
148/148 [==============================] - 0s 95us/step - loss: 20779.5655 - mean_absolute_error: 117.4023 - val_loss: 42609.8622 - val_mean_absolute_error: 186.4249
Epoch 767/5000
148/148 [==============================] - 0s 95us/step - loss: 20762.3539 - mean_absolute_error: 117.3854 - val_loss: 42584.3631 - val_mean_absolute_error: 186.3632
Epoch 768/5000
148/148 [==============================] - 0s 95us/step - loss: 20747.6289 - mean_absolute_error: 117.3477 - val_loss: 42562.1709 - val_mean_absolute_error: 186.3095
Epoch 769/5000
148/148 [==============================] - 0s 74us/step - loss: 20733.8164 - mean_absolute_error: 117.2534 - val_loss: 42527.8836 - val_mean_absolute_error: 186.2273
Epoch 770/5000
148/148 [==============================] - 0s 95us/step - loss: 20713.6459 - mean_absolute_error: 117.2485 - val_loss: 42495.0469 - val_mean_absolute_error: 186.1479
Epoch 771/5000
148/148 [==============================] - 0s 115us/step - loss: 20696.4709 - mean_absolute_error: 117.2045 - val_loss: 42468.8108 - val_mean_absolute_error: 186.0838
Epoch 772/5000
148/148 [==============================] - 0s 108us/step - loss: 20682.0213 - mean_absolute_error: 117.1657 - val_loss: 42436.2113 - val_mean_absolute_error: 186.0046
Epoch 773/5000
148/148 [==============================] - 0s 74us/step - loss: 20665.4856 - mean_absolute_error: 117.1160 - val_loss: 42412.9055 - val_mean_absolute_error: 185.9479
Epoch 774/5000
148/148 [==============================] - 0s 95us/step - loss: 20652.1926 - mean_absolute_error: 117.0606 - val_loss: 42383.7897 - val_mean_absolute_error: 185.8775
Epoch 775/5000
148/148 [==============================] - 0s 101us/step - loss: 20637.5030 - mean_absolute_error: 117.0376 - val_loss: 42352.4808 - val_mean_absolute_error: 185.8017
Epoch 776/5000
148/148 [==============================] - 0s 88us/step - loss: 20623.5071 - mean_absolute_error: 116.9950 - val_loss: 42325.5045 - val_mean_absolute_error: 185.7359
Epoch 777/5000
148/148 [==============================] - 0s 95us/step - loss: 20603.4568 - mean_absolute_error: 116.9140 - val_loss: 42298.2445 - val_mean_absolute_error: 185.6697
Epoch 778/5000
148/148 [==============================] - 0s 101us/step - loss: 20589.5974 - mean_absolute_error: 116.8773 - val_loss: 42266.6767 - val_mean_absolute_error: 185.5930
Epoch 779/5000
148/148 [==============================] - 0s 88us/step - loss: 20574.7146 - mean_absolute_error: 116.8107 - val_loss: 42232.5206 - val_mean_absolute_error: 185.5106
Epoch 780/5000
148/148 [==============================] - 0s 101us/step - loss: 20552.6118 - mean_absolute_error: 116.8097 - val_loss: 42211.6102 - val_mean_absolute_error: 185.4596
Epoch 781/5000
148/148 [==============================] - 0s 88us/step - loss: 20541.6275 - mean_absolute_error: 116.7823 - val_loss: 42187.8962 - val_mean_absolute_error: 185.4017
Epoch 782/5000
148/148 [==============================] - 0s 81us/step - loss: 20527.5485 - mean_absolute_error: 116.7383 - val_loss: 42159.6758 - val_mean_absolute_error: 185.3329
Epoch 783/5000
148/148 [==============================] - 0s 88us/step - loss: 20512.4571 - mean_absolute_error: 116.7065 - val_loss: 42129.1044 - val_mean_absolute_error: 185.2584
Epoch 784/5000
148/148 [==============================] - 0s 88us/step - loss: 20494.4108 - mean_absolute_error: 116.6152 - val_loss: 42098.2731 - val_mean_absolute_error: 185.1830
Epoch 785/5000
148/148 [==============================] - 0s 88us/step - loss: 20483.0221 - mean_absolute_error: 116.5881 - val_loss: 42073.9048 - val_mean_absolute_error: 185.1233
Epoch 786/5000
148/148 [==============================] - 0s 81us/step - loss: 20463.5547 - mean_absolute_error: 116.5173 - val_loss: 42043.3766 - val_mean_absolute_error: 185.0490
Epoch 787/5000
148/148 [==============================] - 0s 101us/step - loss: 20449.3487 - mean_absolute_error: 116.4810 - val_loss: 42011.7267 - val_mean_absolute_error: 184.9729
Epoch 788/5000
148/148 [==============================] - 0s 95us/step - loss: 20432.6670 - mean_absolute_error: 116.4563 - val_loss: 41982.3609 - val_mean_absolute_error: 184.9014
Epoch 789/5000
148/148 [==============================] - 0s 95us/step - loss: 20416.6339 - mean_absolute_error: 116.4056 - val_loss: 41948.6933 - val_mean_absolute_error: 184.8196
Epoch 790/5000
148/148 [==============================] - 0s 88us/step - loss: 20395.2108 - mean_absolute_error: 116.4001 - val_loss: 41924.6236 - val_mean_absolute_error: 184.7603
Epoch 791/5000
148/148 [==============================] - 0s 95us/step - loss: 20381.5239 - mean_absolute_error: 116.3548 - val_loss: 41894.4161 - val_mean_absolute_error: 184.6865
Epoch 792/5000
148/148 [==============================] - 0s 74us/step - loss: 20366.4158 - mean_absolute_error: 116.3178 - val_loss: 41863.9486 - val_mean_absolute_error: 184.6122
Epoch 793/5000
148/148 [==============================] - 0s 74us/step - loss: 20349.4496 - mean_absolute_error: 116.2474 - val_loss: 41834.7931 - val_mean_absolute_error: 184.5408
Epoch 794/5000
148/148 [==============================] - 0s 95us/step - loss: 20334.4721 - mean_absolute_error: 116.1929 - val_loss: 41811.3517 - val_mean_absolute_error: 184.4832
Epoch 795/5000
148/148 [==============================] - 0s 95us/step - loss: 20321.0911 - mean_absolute_error: 116.1625 - val_loss: 41780.1923 - val_mean_absolute_error: 184.4071
Epoch 796/5000
148/148 [==============================] - 0s 108us/step - loss: 20303.8534 - mean_absolute_error: 116.1500 - val_loss: 41746.9222 - val_mean_absolute_error: 184.3255
Epoch 797/5000
148/148 [==============================] - 0s 88us/step - loss: 20287.6153 - mean_absolute_error: 116.0925 - val_loss: 41716.5603 - val_mean_absolute_error: 184.2511
Epoch 798/5000
148/148 [==============================] - 0s 101us/step - loss: 20270.0783 - mean_absolute_error: 116.1011 - val_loss: 41688.1848 - val_mean_absolute_error: 184.1819
Epoch 799/5000
148/148 [==============================] - 0s 95us/step - loss: 20254.3436 - mean_absolute_error: 116.0646 - val_loss: 41668.6633 - val_mean_absolute_error: 184.1336
Epoch 800/5000
148/148 [==============================] - 0s 101us/step - loss: 20242.3491 - mean_absolute_error: 116.0320 - val_loss: 41636.7014 - val_mean_absolute_error: 184.0546
Epoch 801/5000
148/148 [==============================] - 0s 101us/step - loss: 20226.2323 - mean_absolute_error: 115.9932 - val_loss: 41609.6098 - val_mean_absolute_error: 183.9880
Epoch 802/5000
148/148 [==============================] - 0s 425us/step - loss: 20212.6281 - mean_absolute_error: 115.9439 - val_loss: 41588.3583 - val_mean_absolute_error: 183.9356
Epoch 803/5000
148/148 [==============================] - 0s 371us/step - loss: 20199.6044 - mean_absolute_error: 115.9096 - val_loss: 41558.7489 - val_mean_absolute_error: 183.8627
Epoch 804/5000
148/148 [==============================] - 0s 122us/step - loss: 20188.7692 - mean_absolute_error: 115.8615 - val_loss: 41529.3439 - val_mean_absolute_error: 183.7901
Epoch 805/5000
148/148 [==============================] - 0s 108us/step - loss: 20168.8929 - mean_absolute_error: 115.8349 - val_loss: 41507.2031 - val_mean_absolute_error: 183.7354
Epoch 806/5000
148/148 [==============================] - 0s 169us/step - loss: 20156.9535 - mean_absolute_error: 115.7896 - val_loss: 41472.9017 - val_mean_absolute_error: 183.6509
Epoch 807/5000
148/148 [==============================] - 0s 128us/step - loss: 20137.6195 - mean_absolute_error: 115.7401 - val_loss: 41443.4745 - val_mean_absolute_error: 183.5782
Epoch 808/5000
148/148 [==============================] - 0s 216us/step - loss: 20121.7952 - mean_absolute_error: 115.6778 - val_loss: 41418.2570 - val_mean_absolute_error: 183.5159
Epoch 809/5000
148/148 [==============================] - 0s 135us/step - loss: 20105.5319 - mean_absolute_error: 115.6199 - val_loss: 41393.8706 - val_mean_absolute_error: 183.4558
Epoch 810/5000
148/148 [==============================] - 0s 101us/step - loss: 20095.7567 - mean_absolute_error: 115.5889 - val_loss: 41366.5909 - val_mean_absolute_error: 183.3879
Epoch 811/5000
148/148 [==============================] - 0s 108us/step - loss: 20079.3562 - mean_absolute_error: 115.5322 - val_loss: 41341.1384 - val_mean_absolute_error: 183.3248
Epoch 812/5000
148/148 [==============================] - 0s 135us/step - loss: 20065.1642 - mean_absolute_error: 115.4749 - val_loss: 41315.7719 - val_mean_absolute_error: 183.2621
Epoch 813/5000
148/148 [==============================] - 0s 128us/step - loss: 20048.2709 - mean_absolute_error: 115.3705 - val_loss: 41285.1706 - val_mean_absolute_error: 183.1860
Epoch 814/5000
148/148 [==============================] - 0s 142us/step - loss: 20033.5504 - mean_absolute_error: 115.2992 - val_loss: 41257.6428 - val_mean_absolute_error: 183.1176
Epoch 815/5000
148/148 [==============================] - 0s 128us/step - loss: 20017.6594 - mean_absolute_error: 115.2155 - val_loss: 41223.1277 - val_mean_absolute_error: 183.0322
Epoch 816/5000
148/148 [==============================] - 0s 115us/step - loss: 19996.3710 - mean_absolute_error: 115.1652 - val_loss: 41195.1602 - val_mean_absolute_error: 182.9625
Epoch 817/5000
148/148 [==============================] - 0s 101us/step - loss: 19984.0703 - mean_absolute_error: 115.1061 - val_loss: 41167.7414 - val_mean_absolute_error: 182.8942
Epoch 818/5000
148/148 [==============================] - 0s 95us/step - loss: 19964.9081 - mean_absolute_error: 115.0446 - val_loss: 41139.9806 - val_mean_absolute_error: 182.8248
Epoch 819/5000
148/148 [==============================] - 0s 95us/step - loss: 19954.9338 - mean_absolute_error: 114.9792 - val_loss: 41109.1231 - val_mean_absolute_error: 182.7488
Epoch 820/5000
148/148 [==============================] - 0s 101us/step - loss: 19932.3917 - mean_absolute_error: 114.9559 - val_loss: 41081.8067 - val_mean_absolute_error: 182.6811
Epoch 821/5000
148/148 [==============================] - 0s 68us/step - loss: 19923.2884 - mean_absolute_error: 114.9373 - val_loss: 41057.3509 - val_mean_absolute_error: 182.6198
Epoch 822/5000
148/148 [==============================] - 0s 95us/step - loss: 19909.5453 - mean_absolute_error: 114.8673 - val_loss: 41037.8730 - val_mean_absolute_error: 182.5706
Epoch 823/5000
148/148 [==============================] - 0s 101us/step - loss: 19892.8623 - mean_absolute_error: 114.7764 - val_loss: 41004.4914 - val_mean_absolute_error: 182.4882
Epoch 824/5000
148/148 [==============================] - 0s 81us/step - loss: 19876.0168 - mean_absolute_error: 114.7579 - val_loss: 40976.5997 - val_mean_absolute_error: 182.4187
Epoch 825/5000
148/148 [==============================] - 0s 74us/step - loss: 19861.5250 - mean_absolute_error: 114.7041 - val_loss: 40951.2102 - val_mean_absolute_error: 182.3553
Epoch 826/5000
148/148 [==============================] - 0s 81us/step - loss: 19845.8635 - mean_absolute_error: 114.6457 - val_loss: 40919.2975 - val_mean_absolute_error: 182.2756
Epoch 827/5000
148/148 [==============================] - 0s 61us/step - loss: 19829.3460 - mean_absolute_error: 114.5915 - val_loss: 40889.2906 - val_mean_absolute_error: 182.2011
Epoch 828/5000
148/148 [==============================] - 0s 74us/step - loss: 19811.0648 - mean_absolute_error: 114.5451 - val_loss: 40856.9308 - val_mean_absolute_error: 182.1203
Epoch 829/5000
148/148 [==============================] - 0s 81us/step - loss: 19795.3971 - mean_absolute_error: 114.5279 - val_loss: 40830.0164 - val_mean_absolute_error: 182.0533
Epoch 830/5000
148/148 [==============================] - 0s 81us/step - loss: 19781.2700 - mean_absolute_error: 114.5128 - val_loss: 40805.5542 - val_mean_absolute_error: 181.9924
Epoch 831/5000
148/148 [==============================] - 0s 61us/step - loss: 19765.6210 - mean_absolute_error: 114.5078 - val_loss: 40773.5617 - val_mean_absolute_error: 181.9124
Epoch 832/5000
148/148 [==============================] - 0s 81us/step - loss: 19747.5831 - mean_absolute_error: 114.4576 - val_loss: 40746.3081 - val_mean_absolute_error: 181.8442
Epoch 833/5000
148/148 [==============================] - 0s 88us/step - loss: 19732.5904 - mean_absolute_error: 114.4037 - val_loss: 40716.0575 - val_mean_absolute_error: 181.7684
Epoch 834/5000
148/148 [==============================] - 0s 74us/step - loss: 19716.1358 - mean_absolute_error: 114.3819 - val_loss: 40691.9941 - val_mean_absolute_error: 181.7077
Epoch 835/5000
148/148 [==============================] - 0s 68us/step - loss: 19705.1420 - mean_absolute_error: 114.3480 - val_loss: 40665.5577 - val_mean_absolute_error: 181.6413
Epoch 836/5000
148/148 [==============================] - 0s 81us/step - loss: 19687.6417 - mean_absolute_error: 114.2753 - val_loss: 40639.6952 - val_mean_absolute_error: 181.5770
Epoch 837/5000
148/148 [==============================] - 0s 81us/step - loss: 19672.8813 - mean_absolute_error: 114.2277 - val_loss: 40611.5120 - val_mean_absolute_error: 181.5069
Epoch 838/5000
148/148 [==============================] - 0s 74us/step - loss: 19657.0980 - mean_absolute_error: 114.1778 - val_loss: 40585.0822 - val_mean_absolute_error: 181.4408
Epoch 839/5000
148/148 [==============================] - 0s 61us/step - loss: 19643.7492 - mean_absolute_error: 114.1372 - val_loss: 40552.8905 - val_mean_absolute_error: 181.3608
Epoch 840/5000
148/148 [==============================] - 0s 88us/step - loss: 19627.0503 - mean_absolute_error: 114.0789 - val_loss: 40524.8208 - val_mean_absolute_error: 181.2903
Epoch 841/5000
148/148 [==============================] - 0s 74us/step - loss: 19609.8758 - mean_absolute_error: 113.9911 - val_loss: 40497.0961 - val_mean_absolute_error: 181.2208
Epoch 842/5000
148/148 [==============================] - 0s 68us/step - loss: 19592.5810 - mean_absolute_error: 113.9660 - val_loss: 40473.8603 - val_mean_absolute_error: 181.1619
Epoch 843/5000
148/148 [==============================] - 0s 68us/step - loss: 19580.2333 - mean_absolute_error: 113.9082 - val_loss: 40442.9981 - val_mean_absolute_error: 181.0846
Epoch 844/5000
148/148 [==============================] - 0s 101us/step - loss: 19562.7069 - mean_absolute_error: 113.8566 - val_loss: 40414.4819 - val_mean_absolute_error: 181.0132
Epoch 845/5000
148/148 [==============================] - 0s 95us/step - loss: 19547.8249 - mean_absolute_error: 113.7752 - val_loss: 40383.0586 - val_mean_absolute_error: 180.9345
Epoch 846/5000
148/148 [==============================] - 0s 74us/step - loss: 19531.8608 - mean_absolute_error: 113.7361 - val_loss: 40357.8995 - val_mean_absolute_error: 180.8700
Epoch 847/5000
148/148 [==============================] - 0s 74us/step - loss: 19515.8899 - mean_absolute_error: 113.6484 - val_loss: 40327.7717 - val_mean_absolute_error: 180.7947
Epoch 848/5000
148/148 [==============================] - 0s 95us/step - loss: 19500.1605 - mean_absolute_error: 113.6172 - val_loss: 40307.4770 - val_mean_absolute_error: 180.7430
Epoch 849/5000
148/148 [==============================] - 0s 101us/step - loss: 19485.3141 - mean_absolute_error: 113.5330 - val_loss: 40282.6764 - val_mean_absolute_error: 180.6809
Epoch 850/5000
148/148 [==============================] - 0s 81us/step - loss: 19473.4542 - mean_absolute_error: 113.4804 - val_loss: 40251.3737 - val_mean_absolute_error: 180.6023
Epoch 851/5000
148/148 [==============================] - 0s 115us/step - loss: 19456.0116 - mean_absolute_error: 113.4076 - val_loss: 40222.7630 - val_mean_absolute_error: 180.5306
Epoch 852/5000
148/148 [==============================] - 0s 101us/step - loss: 19440.5765 - mean_absolute_error: 113.3752 - val_loss: 40196.8559 - val_mean_absolute_error: 180.4648
Epoch 853/5000
148/148 [==============================] - 0s 135us/step - loss: 19426.6265 - mean_absolute_error: 113.3371 - val_loss: 40166.5177 - val_mean_absolute_error: 180.3892
Epoch 854/5000
148/148 [==============================] - 0s 115us/step - loss: 19411.6791 - mean_absolute_error: 113.2963 - val_loss: 40140.0930 - val_mean_absolute_error: 180.3228
Epoch 855/5000
148/148 [==============================] - 0s 122us/step - loss: 19397.0433 - mean_absolute_error: 113.2609 - val_loss: 40114.0377 - val_mean_absolute_error: 180.2570
Epoch 856/5000
148/148 [==============================] - 0s 101us/step - loss: 19382.4285 - mean_absolute_error: 113.1923 - val_loss: 40095.3572 - val_mean_absolute_error: 180.2079
Epoch 857/5000
148/148 [==============================] - 0s 95us/step - loss: 19370.5224 - mean_absolute_error: 113.1324 - val_loss: 40067.8187 - val_mean_absolute_error: 180.1389
Epoch 858/5000
148/148 [==============================] - 0s 101us/step - loss: 19354.5081 - mean_absolute_error: 113.0666 - val_loss: 40036.5984 - val_mean_absolute_error: 180.0607
Epoch 859/5000
148/148 [==============================] - 0s 108us/step - loss: 19336.7254 - mean_absolute_error: 113.0494 - val_loss: 40003.5131 - val_mean_absolute_error: 179.9778
Epoch 860/5000
148/148 [==============================] - 0s 122us/step - loss: 19319.3656 - mean_absolute_error: 113.0060 - val_loss: 39978.4198 - val_mean_absolute_error: 179.9148
Epoch 861/5000
148/148 [==============================] - 0s 115us/step - loss: 19310.6043 - mean_absolute_error: 112.9289 - val_loss: 39953.4292 - val_mean_absolute_error: 179.8523
Epoch 862/5000
148/148 [==============================] - 0s 142us/step - loss: 19289.2024 - mean_absolute_error: 112.9308 - val_loss: 39921.2467 - val_mean_absolute_error: 179.7718
Epoch 863/5000
148/148 [==============================] - 0s 108us/step - loss: 19271.4809 - mean_absolute_error: 112.9371 - val_loss: 39890.5569 - val_mean_absolute_error: 179.6940
Epoch 864/5000
148/148 [==============================] - 0s 95us/step - loss: 19255.9990 - mean_absolute_error: 112.8991 - val_loss: 39869.6761 - val_mean_absolute_error: 179.6408
Epoch 865/5000
148/148 [==============================] - 0s 115us/step - loss: 19243.1939 - mean_absolute_error: 112.8500 - val_loss: 39844.7152 - val_mean_absolute_error: 179.5774
Epoch 866/5000
148/148 [==============================] - 0s 101us/step - loss: 19228.7643 - mean_absolute_error: 112.7978 - val_loss: 39819.4275 - val_mean_absolute_error: 179.5135
Epoch 867/5000
148/148 [==============================] - 0s 108us/step - loss: 19215.6691 - mean_absolute_error: 112.7307 - val_loss: 39792.2945 - val_mean_absolute_error: 179.4448
Epoch 868/5000
148/148 [==============================] - 0s 101us/step - loss: 19203.0441 - mean_absolute_error: 112.6816 - val_loss: 39766.6633 - val_mean_absolute_error: 179.3809
Epoch 869/5000
148/148 [==============================] - 0s 122us/step - loss: 19187.6159 - mean_absolute_error: 112.6253 - val_loss: 39735.4606 - val_mean_absolute_error: 179.3019
Epoch 870/5000
148/148 [==============================] - 0s 108us/step - loss: 19170.8601 - mean_absolute_error: 112.5692 - val_loss: 39714.2392 - val_mean_absolute_error: 179.2475
Epoch 871/5000
148/148 [==============================] - 0s 135us/step - loss: 19158.4129 - mean_absolute_error: 112.5104 - val_loss: 39689.4931 - val_mean_absolute_error: 179.1837
Epoch 872/5000
148/148 [==============================] - 0s 115us/step - loss: 19145.4021 - mean_absolute_error: 112.4386 - val_loss: 39658.8417 - val_mean_absolute_error: 179.1058
Epoch 873/5000
148/148 [==============================] - 0s 95us/step - loss: 19131.9525 - mean_absolute_error: 112.4242 - val_loss: 39633.6541 - val_mean_absolute_error: 179.0414
Epoch 874/5000
148/148 [==============================] - 0s 101us/step - loss: 19119.7662 - mean_absolute_error: 112.3360 - val_loss: 39607.3705 - val_mean_absolute_error: 178.9744
Epoch 875/5000
148/148 [==============================] - 0s 81us/step - loss: 19101.2546 - mean_absolute_error: 112.3146 - val_loss: 39576.3750 - val_mean_absolute_error: 178.8957
Epoch 876/5000
148/148 [==============================] - 0s 88us/step - loss: 19084.2289 - mean_absolute_error: 112.2732 - val_loss: 39546.9691 - val_mean_absolute_error: 178.8207
Epoch 877/5000
148/148 [==============================] - 0s 74us/step - loss: 19070.0280 - mean_absolute_error: 112.2290 - val_loss: 39521.7159 - val_mean_absolute_error: 178.7554
Epoch 878/5000
148/148 [==============================] - 0s 95us/step - loss: 19055.6623 - mean_absolute_error: 112.1983 - val_loss: 39492.3428 - val_mean_absolute_error: 178.6786
Epoch 879/5000
148/148 [==============================] - 0s 81us/step - loss: 19037.4878 - mean_absolute_error: 112.1152 - val_loss: 39465.2530 - val_mean_absolute_error: 178.6079
Epoch 880/5000
148/148 [==============================] - 0s 81us/step - loss: 19024.3780 - mean_absolute_error: 112.0421 - val_loss: 39441.9959 - val_mean_absolute_error: 178.5487
Epoch 881/5000
148/148 [==============================] - 0s 88us/step - loss: 19011.3542 - mean_absolute_error: 112.0207 - val_loss: 39414.6070 - val_mean_absolute_error: 178.4782
Epoch 882/5000
148/148 [==============================] - 0s 74us/step - loss: 18993.9822 - mean_absolute_error: 111.9477 - val_loss: 39381.3823 - val_mean_absolute_error: 178.3940
Epoch 883/5000
148/148 [==============================] - 0s 81us/step - loss: 18978.0394 - mean_absolute_error: 111.9163 - val_loss: 39357.7683 - val_mean_absolute_error: 178.3337
Epoch 884/5000
148/148 [==============================] - 0s 68us/step - loss: 18962.4904 - mean_absolute_error: 111.8545 - val_loss: 39331.3781 - val_mean_absolute_error: 178.2660
Epoch 885/5000
148/148 [==============================] - 0s 88us/step - loss: 18950.4301 - mean_absolute_error: 111.8188 - val_loss: 39302.6319 - val_mean_absolute_error: 178.1925
Epoch 886/5000
148/148 [==============================] - 0s 74us/step - loss: 18936.5945 - mean_absolute_error: 111.7887 - val_loss: 39274.1333 - val_mean_absolute_error: 178.1196
Epoch 887/5000
148/148 [==============================] - 0s 74us/step - loss: 18920.8215 - mean_absolute_error: 111.7505 - val_loss: 39254.1769 - val_mean_absolute_error: 178.0677
Epoch 888/5000
148/148 [==============================] - 0s 74us/step - loss: 18911.2333 - mean_absolute_error: 111.6743 - val_loss: 39227.1592 - val_mean_absolute_error: 177.9983
Epoch 889/5000
148/148 [==============================] - 0s 88us/step - loss: 18894.1028 - mean_absolute_error: 111.6385 - val_loss: 39208.4553 - val_mean_absolute_error: 177.9493
Epoch 890/5000
148/148 [==============================] - 0s 81us/step - loss: 18883.5986 - mean_absolute_error: 111.5879 - val_loss: 39187.1214 - val_mean_absolute_error: 177.8952
Epoch 891/5000
148/148 [==============================] - 0s 68us/step - loss: 18868.2971 - mean_absolute_error: 111.5887 - val_loss: 39163.0369 - val_mean_absolute_error: 177.8337
Epoch 892/5000
148/148 [==============================] - 0s 68us/step - loss: 18854.1125 - mean_absolute_error: 111.5400 - val_loss: 39130.9042 - val_mean_absolute_error: 177.7515
Epoch 893/5000
148/148 [==============================] - 0s 88us/step - loss: 18838.9346 - mean_absolute_error: 111.5234 - val_loss: 39102.9512 - val_mean_absolute_error: 177.6794
Epoch 894/5000
148/148 [==============================] - 0s 74us/step - loss: 18821.6529 - mean_absolute_error: 111.4653 - val_loss: 39073.7633 - val_mean_absolute_error: 177.6045
Epoch 895/5000
148/148 [==============================] - 0s 81us/step - loss: 18810.0027 - mean_absolute_error: 111.4154 - val_loss: 39043.9127 - val_mean_absolute_error: 177.5279
Epoch 896/5000
148/148 [==============================] - 0s 74us/step - loss: 18794.3300 - mean_absolute_error: 111.3972 - val_loss: 39017.8336 - val_mean_absolute_error: 177.4606
Epoch 897/5000
148/148 [==============================] - 0s 81us/step - loss: 18777.6432 - mean_absolute_error: 111.3603 - val_loss: 38991.8969 - val_mean_absolute_error: 177.3939
Epoch 898/5000
148/148 [==============================] - 0s 68us/step - loss: 18760.5197 - mean_absolute_error: 111.3215 - val_loss: 38967.7323 - val_mean_absolute_error: 177.3312
Epoch 899/5000
148/148 [==============================] - 0s 61us/step - loss: 18748.6393 - mean_absolute_error: 111.2790 - val_loss: 38935.7053 - val_mean_absolute_error: 177.2485
Epoch 900/5000
148/148 [==============================] - 0s 74us/step - loss: 18729.8620 - mean_absolute_error: 111.2450 - val_loss: 38910.3739 - val_mean_absolute_error: 177.1804
Epoch 901/5000
148/148 [==============================] - 0s 74us/step - loss: 18715.4467 - mean_absolute_error: 111.2072 - val_loss: 38883.6419 - val_mean_absolute_error: 177.1117
Epoch 902/5000
148/148 [==============================] - 0s 68us/step - loss: 18698.7910 - mean_absolute_error: 111.2133 - val_loss: 38862.6617 - val_mean_absolute_error: 177.0564
Epoch 903/5000
148/148 [==============================] - 0s 61us/step - loss: 18691.1300 - mean_absolute_error: 111.1342 - val_loss: 38833.4556 - val_mean_absolute_error: 176.9810
Epoch 904/5000
148/148 [==============================] - 0s 74us/step - loss: 18673.7791 - mean_absolute_error: 111.1240 - val_loss: 38808.1272 - val_mean_absolute_error: 176.9161
Epoch 905/5000
148/148 [==============================] - 0s 68us/step - loss: 18657.6480 - mean_absolute_error: 111.1213 - val_loss: 38782.1352 - val_mean_absolute_error: 176.8490
Epoch 906/5000
148/148 [==============================] - 0s 68us/step - loss: 18643.4083 - mean_absolute_error: 111.0395 - val_loss: 38754.8087 - val_mean_absolute_error: 176.7791
Epoch 907/5000
148/148 [==============================] - 0s 74us/step - loss: 18626.8620 - mean_absolute_error: 111.0583 - val_loss: 38725.4877 - val_mean_absolute_error: 176.7037
Epoch 908/5000
148/148 [==============================] - 0s 74us/step - loss: 18611.0918 - mean_absolute_error: 110.9985 - val_loss: 38700.5719 - val_mean_absolute_error: 176.6391
Epoch 909/5000
148/148 [==============================] - 0s 74us/step - loss: 18597.6480 - mean_absolute_error: 110.9579 - val_loss: 38671.7063 - val_mean_absolute_error: 176.5643
Epoch 910/5000
148/148 [==============================] - 0s 68us/step - loss: 18581.6655 - mean_absolute_error: 110.9143 - val_loss: 38641.7314 - val_mean_absolute_error: 176.4866
Epoch 911/5000
148/148 [==============================] - 0s 74us/step - loss: 18568.4505 - mean_absolute_error: 110.8934 - val_loss: 38618.5402 - val_mean_absolute_error: 176.4245
Epoch 912/5000
148/148 [==============================] - 0s 74us/step - loss: 18554.7816 - mean_absolute_error: 110.8382 - val_loss: 38585.3327 - val_mean_absolute_error: 176.3386
Epoch 913/5000
148/148 [==============================] - 0s 61us/step - loss: 18535.4285 - mean_absolute_error: 110.7719 - val_loss: 38564.3539 - val_mean_absolute_error: 176.2836
Epoch 914/5000
148/148 [==============================] - 0s 81us/step - loss: 18525.6032 - mean_absolute_error: 110.7672 - val_loss: 38537.9745 - val_mean_absolute_error: 176.2152
Epoch 915/5000
148/148 [==============================] - 0s 68us/step - loss: 18509.2135 - mean_absolute_error: 110.7208 - val_loss: 38515.3609 - val_mean_absolute_error: 176.1543
Epoch 916/5000
148/148 [==============================] - 0s 68us/step - loss: 18496.5007 - mean_absolute_error: 110.6445 - val_loss: 38486.2675 - val_mean_absolute_error: 176.0789
Epoch 917/5000
148/148 [==============================] - 0s 68us/step - loss: 18483.8710 - mean_absolute_error: 110.6210 - val_loss: 38463.5481 - val_mean_absolute_error: 176.0194
Epoch 918/5000
148/148 [==============================] - 0s 74us/step - loss: 18469.9139 - mean_absolute_error: 110.5349 - val_loss: 38433.9700 - val_mean_absolute_error: 175.9427
Epoch 919/5000
148/148 [==============================] - 0s 61us/step - loss: 18452.6521 - mean_absolute_error: 110.4820 - val_loss: 38406.1948 - val_mean_absolute_error: 175.8705
Epoch 920/5000
148/148 [==============================] - 0s 74us/step - loss: 18437.8455 - mean_absolute_error: 110.4461 - val_loss: 38378.6095 - val_mean_absolute_error: 175.7981
Epoch 921/5000
148/148 [==============================] - 0s 81us/step - loss: 18423.9377 - mean_absolute_error: 110.4109 - val_loss: 38348.3994 - val_mean_absolute_error: 175.7187
Epoch 922/5000
148/148 [==============================] - 0s 81us/step - loss: 18408.9023 - mean_absolute_error: 110.3485 - val_loss: 38327.0144 - val_mean_absolute_error: 175.6627
Epoch 923/5000
148/148 [==============================] - 0s 81us/step - loss: 18394.9145 - mean_absolute_error: 110.3058 - val_loss: 38299.1391 - val_mean_absolute_error: 175.5899
Epoch 924/5000
148/148 [==============================] - 0s 81us/step - loss: 18383.2188 - mean_absolute_error: 110.2831 - val_loss: 38268.3914 - val_mean_absolute_error: 175.5098
Epoch 925/5000
148/148 [==============================] - 0s 81us/step - loss: 18368.2344 - mean_absolute_error: 110.2064 - val_loss: 38242.9397 - val_mean_absolute_error: 175.4427
Epoch 926/5000
148/148 [==============================] - 0s 88us/step - loss: 18349.6497 - mean_absolute_error: 110.2294 - val_loss: 38217.9869 - val_mean_absolute_error: 175.3773
Epoch 927/5000
148/148 [==============================] - 0s 74us/step - loss: 18338.4622 - mean_absolute_error: 110.1545 - val_loss: 38190.0306 - val_mean_absolute_error: 175.3042
Epoch 928/5000
148/148 [==============================] - 0s 61us/step - loss: 18320.0634 - mean_absolute_error: 110.1087 - val_loss: 38168.7906 - val_mean_absolute_error: 175.2481
Epoch 929/5000
148/148 [==============================] - 0s 74us/step - loss: 18307.8200 - mean_absolute_error: 110.0749 - val_loss: 38142.3233 - val_mean_absolute_error: 175.1787
Epoch 930/5000
148/148 [==============================] - 0s 81us/step - loss: 18295.1652 - mean_absolute_error: 110.0189 - val_loss: 38113.7613 - val_mean_absolute_error: 175.1036
Epoch 931/5000
148/148 [==============================] - 0s 95us/step - loss: 18281.1537 - mean_absolute_error: 109.9800 - val_loss: 38087.5075 - val_mean_absolute_error: 175.0348
Epoch 932/5000
148/148 [==============================] - 0s 74us/step - loss: 18263.9340 - mean_absolute_error: 109.9881 - val_loss: 38064.5483 - val_mean_absolute_error: 174.9738
Epoch 933/5000
148/148 [==============================] - 0s 81us/step - loss: 18250.1873 - mean_absolute_error: 109.9837 - val_loss: 38039.3886 - val_mean_absolute_error: 174.9079
Epoch 934/5000
148/148 [==============================] - 0s 68us/step - loss: 18237.5285 - mean_absolute_error: 109.9437 - val_loss: 38014.8214 - val_mean_absolute_error: 174.8425
Epoch 935/5000
148/148 [==============================] - 0s 74us/step - loss: 18223.7985 - mean_absolute_error: 109.8992 - val_loss: 37979.4541 - val_mean_absolute_error: 174.7500
Epoch 936/5000
148/148 [==============================] - 0s 95us/step - loss: 18205.7363 - mean_absolute_error: 109.8521 - val_loss: 37953.9266 - val_mean_absolute_error: 174.6829
Epoch 937/5000
148/148 [==============================] - 0s 81us/step - loss: 18193.7838 - mean_absolute_error: 109.8174 - val_loss: 37932.5145 - val_mean_absolute_error: 174.6265
Epoch 938/5000
148/148 [==============================] - 0s 142us/step - loss: 18179.6573 - mean_absolute_error: 109.7508 - val_loss: 37905.9123 - val_mean_absolute_error: 174.5572
Epoch 939/5000
148/148 [==============================] - 0s 108us/step - loss: 18166.2771 - mean_absolute_error: 109.7305 - val_loss: 37882.6547 - val_mean_absolute_error: 174.4958
Epoch 940/5000
148/148 [==============================] - 0s 108us/step - loss: 18151.7182 - mean_absolute_error: 109.6804 - val_loss: 37863.9489 - val_mean_absolute_error: 174.4442
Epoch 941/5000
148/148 [==============================] - 0s 95us/step - loss: 18141.3242 - mean_absolute_error: 109.5917 - val_loss: 37835.4933 - val_mean_absolute_error: 174.3694
Epoch 942/5000
148/148 [==============================] - 0s 88us/step - loss: 18127.2254 - mean_absolute_error: 109.5689 - val_loss: 37808.5728 - val_mean_absolute_error: 174.2977
Epoch 943/5000
148/148 [==============================] - 0s 101us/step - loss: 18112.1704 - mean_absolute_error: 109.4846 - val_loss: 37783.5047 - val_mean_absolute_error: 174.2317
Epoch 944/5000
148/148 [==============================] - 0s 95us/step - loss: 18098.4749 - mean_absolute_error: 109.4704 - val_loss: 37759.7428 - val_mean_absolute_error: 174.1679
Epoch 945/5000
148/148 [==============================] - 0s 101us/step - loss: 18084.6166 - mean_absolute_error: 109.4021 - val_loss: 37733.1550 - val_mean_absolute_error: 174.0978
Epoch 946/5000
148/148 [==============================] - 0s 88us/step - loss: 18071.1625 - mean_absolute_error: 109.3900 - val_loss: 37704.2136 - val_mean_absolute_error: 174.0196
Epoch 947/5000
148/148 [==============================] - 0s 101us/step - loss: 18057.2811 - mean_absolute_error: 109.3637 - val_loss: 37681.5280 - val_mean_absolute_error: 173.9587
Epoch 948/5000
148/148 [==============================] - 0s 95us/step - loss: 18041.8247 - mean_absolute_error: 109.2607 - val_loss: 37659.6777 - val_mean_absolute_error: 173.8991
Epoch 949/5000
148/148 [==============================] - 0s 108us/step - loss: 18030.0916 - mean_absolute_error: 109.1927 - val_loss: 37632.8120 - val_mean_absolute_error: 173.8282
Epoch 950/5000
148/148 [==============================] - 0s 108us/step - loss: 18014.9317 - mean_absolute_error: 109.1454 - val_loss: 37600.1369 - val_mean_absolute_error: 173.7418
Epoch 951/5000
148/148 [==============================] - 0s 122us/step - loss: 17999.4787 - mean_absolute_error: 109.0718 - val_loss: 37570.5762 - val_mean_absolute_error: 173.6643
Epoch 952/5000
148/148 [==============================] - 0s 122us/step - loss: 17983.0270 - mean_absolute_error: 109.0377 - val_loss: 37547.4402 - val_mean_absolute_error: 173.6020
Epoch 953/5000
148/148 [==============================] - 0s 115us/step - loss: 17970.9152 - mean_absolute_error: 108.9602 - val_loss: 37517.2014 - val_mean_absolute_error: 173.5215
Epoch 954/5000
148/148 [==============================] - 0s 88us/step - loss: 17955.1112 - mean_absolute_error: 108.9442 - val_loss: 37493.7467 - val_mean_absolute_error: 173.4602
Epoch 955/5000
148/148 [==============================] - 0s 95us/step - loss: 17942.3232 - mean_absolute_error: 108.8834 - val_loss: 37468.6559 - val_mean_absolute_error: 173.3958
Epoch 956/5000
148/148 [==============================] - 0s 88us/step - loss: 17928.9502 - mean_absolute_error: 108.8743 - val_loss: 37445.1452 - val_mean_absolute_error: 173.3346
Epoch 957/5000
148/148 [==============================] - 0s 95us/step - loss: 17915.1412 - mean_absolute_error: 108.8541 - val_loss: 37420.3080 - val_mean_absolute_error: 173.2697
Epoch 958/5000
148/148 [==============================] - 0s 108us/step - loss: 17900.6754 - mean_absolute_error: 108.8266 - val_loss: 37391.8902 - val_mean_absolute_error: 173.1959
Epoch 959/5000
148/148 [==============================] - 0s 95us/step - loss: 17886.8665 - mean_absolute_error: 108.8270 - val_loss: 37359.5736 - val_mean_absolute_error: 173.1130
Epoch 960/5000
148/148 [==============================] - 0s 122us/step - loss: 17869.7598 - mean_absolute_error: 108.7888 - val_loss: 37339.5806 - val_mean_absolute_error: 173.0603
Epoch 961/5000
148/148 [==============================] - 0s 81us/step - loss: 17857.6918 - mean_absolute_error: 108.7244 - val_loss: 37319.8408 - val_mean_absolute_error: 173.0079
Epoch 962/5000
148/148 [==============================] - 0s 108us/step - loss: 17846.0400 - mean_absolute_error: 108.7005 - val_loss: 37297.1222 - val_mean_absolute_error: 172.9467
Epoch 963/5000
148/148 [==============================] - 0s 95us/step - loss: 17835.3902 - mean_absolute_error: 108.6309 - val_loss: 37274.3842 - val_mean_absolute_error: 172.8867
Epoch 964/5000
148/148 [==============================] - 0s 81us/step - loss: 17821.3321 - mean_absolute_error: 108.5778 - val_loss: 37246.0252 - val_mean_absolute_error: 172.8100
Epoch 965/5000
148/148 [==============================] - 0s 108us/step - loss: 17804.8490 - mean_absolute_error: 108.5347 - val_loss: 37213.7528 - val_mean_absolute_error: 172.7255
Epoch 966/5000
148/148 [==============================] - 0s 101us/step - loss: 17790.9692 - mean_absolute_error: 108.5015 - val_loss: 37190.1117 - val_mean_absolute_error: 172.6622
Epoch 967/5000
148/148 [==============================] - 0s 81us/step - loss: 17776.6080 - mean_absolute_error: 108.4140 - val_loss: 37162.7269 - val_mean_absolute_error: 172.5904
Epoch 968/5000
148/148 [==============================] - 0s 74us/step - loss: 17761.6805 - mean_absolute_error: 108.3995 - val_loss: 37140.1598 - val_mean_absolute_error: 172.5310
Epoch 969/5000
148/148 [==============================] - 0s 88us/step - loss: 17748.1421 - mean_absolute_error: 108.3547 - val_loss: 37113.0275 - val_mean_absolute_error: 172.4593
Epoch 970/5000
148/148 [==============================] - 0s 88us/step - loss: 17732.1882 - mean_absolute_error: 108.3102 - val_loss: 37087.4045 - val_mean_absolute_error: 172.3916
Epoch 971/5000
148/148 [==============================] - 0s 155us/step - loss: 17720.2345 - mean_absolute_error: 108.2727 - val_loss: 37059.0273 - val_mean_absolute_error: 172.3166
Epoch 972/5000
148/148 [==============================] - 0s 135us/step - loss: 17702.1137 - mean_absolute_error: 108.2184 - val_loss: 37031.5616 - val_mean_absolute_error: 172.2435
Epoch 973/5000
148/148 [==============================] - 0s 135us/step - loss: 17691.2969 - mean_absolute_error: 108.1845 - val_loss: 37012.1945 - val_mean_absolute_error: 172.1916
Epoch 974/5000
148/148 [==============================] - 0s 182us/step - loss: 17678.3480 - mean_absolute_error: 108.0788 - val_loss: 36989.3078 - val_mean_absolute_error: 172.1297
Epoch 975/5000
148/148 [==============================] - 0s 122us/step - loss: 17663.6687 - mean_absolute_error: 108.0355 - val_loss: 36968.2008 - val_mean_absolute_error: 172.0735
Epoch 976/5000
148/148 [==============================] - 0s 135us/step - loss: 17652.6992 - mean_absolute_error: 108.0009 - val_loss: 36935.0766 - val_mean_absolute_error: 171.9862
Epoch 977/5000
148/148 [==============================] - 0s 149us/step - loss: 17635.8941 - mean_absolute_error: 107.9675 - val_loss: 36913.1094 - val_mean_absolute_error: 171.9270
Epoch 978/5000
148/148 [==============================] - 0s 101us/step - loss: 17625.4478 - mean_absolute_error: 107.9352 - val_loss: 36890.5909 - val_mean_absolute_error: 171.8656
Epoch 979/5000
148/148 [==============================] - 0s 101us/step - loss: 17611.0995 - mean_absolute_error: 107.8707 - val_loss: 36867.1319 - val_mean_absolute_error: 171.8023
Epoch 980/5000
148/148 [==============================] - 0s 95us/step - loss: 17598.2035 - mean_absolute_error: 107.8172 - val_loss: 36838.3480 - val_mean_absolute_error: 171.7263
Epoch 981/5000
148/148 [==============================] - 0s 101us/step - loss: 17582.4867 - mean_absolute_error: 107.7929 - val_loss: 36806.6791 - val_mean_absolute_error: 171.6441
Epoch 982/5000
148/148 [==============================] - 0s 81us/step - loss: 17567.8690 - mean_absolute_error: 107.7370 - val_loss: 36785.3720 - val_mean_absolute_error: 171.5869
Epoch 983/5000
148/148 [==============================] - 0s 115us/step - loss: 17556.4257 - mean_absolute_error: 107.6929 - val_loss: 36761.9855 - val_mean_absolute_error: 171.5224
Epoch 984/5000
148/148 [==============================] - 0s 95us/step - loss: 17543.8337 - mean_absolute_error: 107.6095 - val_loss: 36734.9509 - val_mean_absolute_error: 171.4504
Epoch 985/5000
148/148 [==============================] - 0s 95us/step - loss: 17528.9936 - mean_absolute_error: 107.5468 - val_loss: 36710.6166 - val_mean_absolute_error: 171.3859
Epoch 986/5000
148/148 [==============================] - 0s 101us/step - loss: 17516.3365 - mean_absolute_error: 107.5340 - val_loss: 36682.3123 - val_mean_absolute_error: 171.3108
Epoch 987/5000
148/148 [==============================] - 0s 122us/step - loss: 17500.1135 - mean_absolute_error: 107.4881 - val_loss: 36654.1967 - val_mean_absolute_error: 171.2360
Epoch 988/5000
148/148 [==============================] - 0s 115us/step - loss: 17484.6858 - mean_absolute_error: 107.4392 - val_loss: 36629.7120 - val_mean_absolute_error: 171.1690
Epoch 989/5000
148/148 [==============================] - 0s 115us/step - loss: 17475.6768 - mean_absolute_error: 107.3817 - val_loss: 36604.5845 - val_mean_absolute_error: 171.1021
Epoch 990/5000
148/148 [==============================] - 0s 101us/step - loss: 17459.4500 - mean_absolute_error: 107.2958 - val_loss: 36582.0159 - val_mean_absolute_error: 171.0427
Epoch 991/5000
148/148 [==============================] - 0s 149us/step - loss: 17444.7383 - mean_absolute_error: 107.2978 - val_loss: 36554.6822 - val_mean_absolute_error: 170.9702
Epoch 992/5000
148/148 [==============================] - 0s 236us/step - loss: 17431.8302 - mean_absolute_error: 107.2886 - val_loss: 36533.0519 - val_mean_absolute_error: 170.9123
Epoch 993/5000
148/148 [==============================] - 0s 155us/step - loss: 17418.2020 - mean_absolute_error: 107.2331 - val_loss: 36505.7130 - val_mean_absolute_error: 170.8403
Epoch 994/5000
148/148 [==============================] - 0s 189us/step - loss: 17406.6249 - mean_absolute_error: 107.2353 - val_loss: 36478.1255 - val_mean_absolute_error: 170.7665
Epoch 995/5000
148/148 [==============================] - 0s 290us/step - loss: 17390.5803 - mean_absolute_error: 107.1950 - val_loss: 36452.4294 - val_mean_absolute_error: 170.6971
Epoch 996/5000
148/148 [==============================] - 0s 155us/step - loss: 17376.9263 - mean_absolute_error: 107.1504 - val_loss: 36428.0689 - val_mean_absolute_error: 170.6312
Epoch 997/5000
148/148 [==============================] - 0s 155us/step - loss: 17361.8096 - mean_absolute_error: 107.0466 - val_loss: 36404.0142 - val_mean_absolute_error: 170.5658
Epoch 998/5000
148/148 [==============================] - 0s 297us/step - loss: 17351.5708 - mean_absolute_error: 107.0112 - val_loss: 36375.2691 - val_mean_absolute_error: 170.4871
Epoch 999/5000
148/148 [==============================] - 0s 216us/step - loss: 17333.4230 - mean_absolute_error: 106.9746 - val_loss: 36350.9659 - val_mean_absolute_error: 170.4211
Epoch 1000/5000
148/148 [==============================] - 0s 196us/step - loss: 17322.2109 - mean_absolute_error: 106.9099 - val_loss: 36322.7906 - val_mean_absolute_error: 170.3458
Epoch 1001/5000
148/148 [==============================] - 0s 149us/step - loss: 17306.6000 - mean_absolute_error: 106.9003 - val_loss: 36295.6692 - val_mean_absolute_error: 170.2729
Epoch 1002/5000
148/148 [==============================] - 0s 155us/step - loss: 17291.6110 - mean_absolute_error: 106.8301 - val_loss: 36279.1781 - val_mean_absolute_error: 170.2269
Epoch 1003/5000
148/148 [==============================] - 0s 135us/step - loss: 17282.6428 - mean_absolute_error: 106.7760 - val_loss: 36250.1072 - val_mean_absolute_error: 170.1490
Epoch 1004/5000
148/148 [==============================] - 0s 155us/step - loss: 17265.0222 - mean_absolute_error: 106.7353 - val_loss: 36224.3900 - val_mean_absolute_error: 170.0801
Epoch 1005/5000
148/148 [==============================] - 0s 176us/step - loss: 17251.5496 - mean_absolute_error: 106.6854 - val_loss: 36201.9503 - val_mean_absolute_error: 170.0194
Epoch 1006/5000
148/148 [==============================] - 0s 230us/step - loss: 17241.7561 - mean_absolute_error: 106.6408 - val_loss: 36176.1798 - val_mean_absolute_error: 169.9494
Epoch 1007/5000
148/148 [==============================] - 0s 169us/step - loss: 17227.9349 - mean_absolute_error: 106.6309 - val_loss: 36150.1202 - val_mean_absolute_error: 169.8793
Epoch 1008/5000
148/148 [==============================] - 0s 135us/step - loss: 17217.3991 - mean_absolute_error: 106.5689 - val_loss: 36124.9287 - val_mean_absolute_error: 169.8110
Epoch 1009/5000
148/148 [==============================] - 0s 135us/step - loss: 17200.4272 - mean_absolute_error: 106.5500 - val_loss: 36097.3078 - val_mean_absolute_error: 169.7366
Epoch 1010/5000
148/148 [==============================] - 0s 122us/step - loss: 17184.3431 - mean_absolute_error: 106.5000 - val_loss: 36068.4587 - val_mean_absolute_error: 169.6581
Epoch 1011/5000
148/148 [==============================] - 0s 135us/step - loss: 17171.0976 - mean_absolute_error: 106.4455 - val_loss: 36040.4709 - val_mean_absolute_error: 169.5839
Epoch 1012/5000
148/148 [==============================] - 0s 128us/step - loss: 17153.6535 - mean_absolute_error: 106.3796 - val_loss: 36013.2028 - val_mean_absolute_error: 169.5111
Epoch 1013/5000
148/148 [==============================] - 0s 135us/step - loss: 17140.7036 - mean_absolute_error: 106.3671 - val_loss: 35987.3797 - val_mean_absolute_error: 169.4428
Epoch 1014/5000
148/148 [==============================] - 0s 149us/step - loss: 17125.9911 - mean_absolute_error: 106.3027 - val_loss: 35963.3122 - val_mean_absolute_error: 169.3790
Epoch 1015/5000
148/148 [==============================] - 0s 203us/step - loss: 17112.3140 - mean_absolute_error: 106.3433 - val_loss: 35935.3313 - val_mean_absolute_error: 169.3046
Epoch 1016/5000
148/148 [==============================] - 0s 176us/step - loss: 17097.8114 - mean_absolute_error: 106.2602 - val_loss: 35916.2670 - val_mean_absolute_error: 169.2520
Epoch 1017/5000
148/148 [==============================] - 0s 128us/step - loss: 17087.2866 - mean_absolute_error: 106.2233 - val_loss: 35888.7841 - val_mean_absolute_error: 169.1788
Epoch 1018/5000
148/148 [==============================] - 0s 115us/step - loss: 17071.8102 - mean_absolute_error: 106.1672 - val_loss: 35862.6548 - val_mean_absolute_error: 169.1087
Epoch 1019/5000
148/148 [==============================] - 0s 142us/step - loss: 17058.9684 - mean_absolute_error: 106.1490 - val_loss: 35834.1361 - val_mean_absolute_error: 169.0327
Epoch 1020/5000
148/148 [==============================] - 0s 115us/step - loss: 17042.2960 - mean_absolute_error: 106.0835 - val_loss: 35807.7283 - val_mean_absolute_error: 168.9622
Epoch 1021/5000
148/148 [==============================] - 0s 142us/step - loss: 17029.7957 - mean_absolute_error: 106.0666 - val_loss: 35783.8169 - val_mean_absolute_error: 168.8989
Epoch 1022/5000
148/148 [==============================] - 0s 236us/step - loss: 17017.1557 - mean_absolute_error: 106.0311 - val_loss: 35755.5263 - val_mean_absolute_error: 168.8233
Epoch 1023/5000
148/148 [==============================] - 0s 149us/step - loss: 17003.8592 - mean_absolute_error: 106.0042 - val_loss: 35729.4314 - val_mean_absolute_error: 168.7528
Epoch 1024/5000
148/148 [==============================] - 0s 257us/step - loss: 16989.3929 - mean_absolute_error: 105.9143 - val_loss: 35707.4100 - val_mean_absolute_error: 168.6936
Epoch 1025/5000
148/148 [==============================] - 0s 108us/step - loss: 16976.3524 - mean_absolute_error: 105.8891 - val_loss: 35682.9091 - val_mean_absolute_error: 168.6288
Epoch 1026/5000
148/148 [==============================] - 0s 149us/step - loss: 16967.7622 - mean_absolute_error: 105.8583 - val_loss: 35660.7856 - val_mean_absolute_error: 168.5694
Epoch 1027/5000
148/148 [==============================] - 0s 135us/step - loss: 16949.6423 - mean_absolute_error: 105.8695 - val_loss: 35633.7262 - val_mean_absolute_error: 168.4977
Epoch 1028/5000
148/148 [==============================] - 0s 122us/step - loss: 16934.8671 - mean_absolute_error: 105.8499 - val_loss: 35605.7173 - val_mean_absolute_error: 168.4227
Epoch 1029/5000
148/148 [==============================] - 0s 128us/step - loss: 16921.0364 - mean_absolute_error: 105.7654 - val_loss: 35580.6248 - val_mean_absolute_error: 168.3557
Epoch 1030/5000
148/148 [==============================] - 0s 122us/step - loss: 16905.0510 - mean_absolute_error: 105.7455 - val_loss: 35554.0314 - val_mean_absolute_error: 168.2844
Epoch 1031/5000
148/148 [==============================] - 0s 135us/step - loss: 16893.3133 - mean_absolute_error: 105.7193 - val_loss: 35528.0106 - val_mean_absolute_error: 168.2143
Epoch 1032/5000
148/148 [==============================] - 0s 155us/step - loss: 16878.4492 - mean_absolute_error: 105.6665 - val_loss: 35503.2462 - val_mean_absolute_error: 168.1484
Epoch 1033/5000
148/148 [==============================] - 0s 128us/step - loss: 16865.9277 - mean_absolute_error: 105.6499 - val_loss: 35477.3078 - val_mean_absolute_error: 168.0790
Epoch 1034/5000
148/148 [==============================] - 0s 142us/step - loss: 16855.8976 - mean_absolute_error: 105.5878 - val_loss: 35448.1903 - val_mean_absolute_error: 168.0014
Epoch 1035/5000
148/148 [==============================] - 0s 122us/step - loss: 16837.0793 - mean_absolute_error: 105.5914 - val_loss: 35426.2783 - val_mean_absolute_error: 167.9425
Epoch 1036/5000
148/148 [==============================] - 0s 128us/step - loss: 16823.2072 - mean_absolute_error: 105.5520 - val_loss: 35398.9697 - val_mean_absolute_error: 167.8696
Epoch 1037/5000
148/148 [==============================] - 0s 122us/step - loss: 16809.0527 - mean_absolute_error: 105.5169 - val_loss: 35372.5570 - val_mean_absolute_error: 167.7986
Epoch 1038/5000
148/148 [==============================] - 0s 115us/step - loss: 16797.0995 - mean_absolute_error: 105.4863 - val_loss: 35346.4069 - val_mean_absolute_error: 167.7279
Epoch 1039/5000
148/148 [==============================] - 0s 128us/step - loss: 16784.2484 - mean_absolute_error: 105.4229 - val_loss: 35320.7008 - val_mean_absolute_error: 167.6583
Epoch 1040/5000
148/148 [==============================] - 0s 189us/step - loss: 16768.2238 - mean_absolute_error: 105.4000 - val_loss: 35303.4686 - val_mean_absolute_error: 167.6119
Epoch 1041/5000
148/148 [==============================] - 0s 135us/step - loss: 16759.7835 - mean_absolute_error: 105.3773 - val_loss: 35279.9902 - val_mean_absolute_error: 167.5476
Epoch 1042/5000
148/148 [==============================] - 0s 142us/step - loss: 16745.8793 - mean_absolute_error: 105.3065 - val_loss: 35251.0163 - val_mean_absolute_error: 167.4692
Epoch 1043/5000
148/148 [==============================] - 0s 122us/step - loss: 16732.9656 - mean_absolute_error: 105.2651 - val_loss: 35222.7916 - val_mean_absolute_error: 167.3931
Epoch 1044/5000
148/148 [==============================] - 0s 115us/step - loss: 16719.9146 - mean_absolute_error: 105.2372 - val_loss: 35202.5236 - val_mean_absolute_error: 167.3379
Epoch 1045/5000
148/148 [==============================] - 0s 122us/step - loss: 16706.1388 - mean_absolute_error: 105.1980 - val_loss: 35176.6830 - val_mean_absolute_error: 167.2679
Epoch 1046/5000
148/148 [==============================] - 0s 108us/step - loss: 16695.3711 - mean_absolute_error: 105.1711 - val_loss: 35158.1155 - val_mean_absolute_error: 167.2168
Epoch 1047/5000
148/148 [==============================] - 0s 128us/step - loss: 16682.9181 - mean_absolute_error: 105.1043 - val_loss: 35140.1828 - val_mean_absolute_error: 167.1674
Epoch 1048/5000
148/148 [==============================] - 0s 115us/step - loss: 16676.6493 - mean_absolute_error: 105.1153 - val_loss: 35112.8872 - val_mean_absolute_error: 167.0934
Epoch 1049/5000
148/148 [==============================] - 0s 122us/step - loss: 16660.3187 - mean_absolute_error: 105.0542 - val_loss: 35089.9919 - val_mean_absolute_error: 167.0311
Epoch 1050/5000
148/148 [==============================] - 0s 128us/step - loss: 16644.9829 - mean_absolute_error: 104.9738 - val_loss: 35066.9297 - val_mean_absolute_error: 166.9673
Epoch 1051/5000
148/148 [==============================] - 0s 108us/step - loss: 16633.4572 - mean_absolute_error: 104.9047 - val_loss: 35040.0302 - val_mean_absolute_error: 166.8945
Epoch 1052/5000
148/148 [==============================] - 0s 149us/step - loss: 16617.4212 - mean_absolute_error: 104.8566 - val_loss: 35017.0100 - val_mean_absolute_error: 166.8321
Epoch 1053/5000
148/148 [==============================] - 0s 122us/step - loss: 16605.9805 - mean_absolute_error: 104.8358 - val_loss: 34989.5706 - val_mean_absolute_error: 166.7576
Epoch 1054/5000
148/148 [==============================] - 0s 128us/step - loss: 16593.9676 - mean_absolute_error: 104.7771 - val_loss: 34967.3898 - val_mean_absolute_error: 166.6966
Epoch 1055/5000
148/148 [==============================] - 0s 108us/step - loss: 16579.8827 - mean_absolute_error: 104.7014 - val_loss: 34940.1866 - val_mean_absolute_error: 166.6241
Epoch 1056/5000
148/148 [==============================] - 0s 122us/step - loss: 16564.1289 - mean_absolute_error: 104.6658 - val_loss: 34922.6489 - val_mean_absolute_error: 166.5758
Epoch 1057/5000
148/148 [==============================] - 0s 128us/step - loss: 16555.6025 - mean_absolute_error: 104.6190 - val_loss: 34904.9481 - val_mean_absolute_error: 166.5273
Epoch 1058/5000
148/148 [==============================] - 0s 135us/step - loss: 16542.2914 - mean_absolute_error: 104.5476 - val_loss: 34878.6741 - val_mean_absolute_error: 166.4564
Epoch 1059/5000
148/148 [==============================] - 0s 108us/step - loss: 16531.1507 - mean_absolute_error: 104.5358 - val_loss: 34852.6964 - val_mean_absolute_error: 166.3877
Epoch 1060/5000
148/148 [==============================] - 0s 101us/step - loss: 16518.1808 - mean_absolute_error: 104.4946 - val_loss: 34826.0811 - val_mean_absolute_error: 166.3166
Epoch 1061/5000
148/148 [==============================] - 0s 122us/step - loss: 16505.1943 - mean_absolute_error: 104.4263 - val_loss: 34797.7647 - val_mean_absolute_error: 166.2417
Epoch 1062/5000
148/148 [==============================] - 0s 108us/step - loss: 16486.2380 - mean_absolute_error: 104.4415 - val_loss: 34771.8470 - val_mean_absolute_error: 166.1725
Epoch 1063/5000
148/148 [==============================] - 0s 108us/step - loss: 16474.7914 - mean_absolute_error: 104.3956 - val_loss: 34748.8136 - val_mean_absolute_error: 166.1106
Epoch 1064/5000
148/148 [==============================] - 0s 108us/step - loss: 16463.0052 - mean_absolute_error: 104.3615 - val_loss: 34723.1619 - val_mean_absolute_error: 166.0418
Epoch 1065/5000
148/148 [==============================] - 0s 122us/step - loss: 16448.1831 - mean_absolute_error: 104.3316 - val_loss: 34695.1937 - val_mean_absolute_error: 165.9670
Epoch 1066/5000
148/148 [==============================] - 0s 122us/step - loss: 16433.2165 - mean_absolute_error: 104.2730 - val_loss: 34671.1141 - val_mean_absolute_error: 165.9023
Epoch 1067/5000
148/148 [==============================] - 0s 122us/step - loss: 16423.3405 - mean_absolute_error: 104.2608 - val_loss: 34650.6145 - val_mean_absolute_error: 165.8463
Epoch 1068/5000
148/148 [==============================] - 0s 128us/step - loss: 16410.8157 - mean_absolute_error: 104.1822 - val_loss: 34622.3997 - val_mean_absolute_error: 165.7709
Epoch 1069/5000
148/148 [==============================] - 0s 135us/step - loss: 16396.4624 - mean_absolute_error: 104.1873 - val_loss: 34599.7164 - val_mean_absolute_error: 165.7107
Epoch 1070/5000
148/148 [==============================] - 0s 122us/step - loss: 16384.1094 - mean_absolute_error: 104.1834 - val_loss: 34579.9088 - val_mean_absolute_error: 165.6570
Epoch 1071/5000
148/148 [==============================] - 0s 135us/step - loss: 16372.8606 - mean_absolute_error: 104.1326 - val_loss: 34555.0144 - val_mean_absolute_error: 165.5896
Epoch 1072/5000
148/148 [==============================] - 0s 115us/step - loss: 16362.4751 - mean_absolute_error: 104.1052 - val_loss: 34531.7408 - val_mean_absolute_error: 165.5267
Epoch 1073/5000
148/148 [==============================] - 0s 115us/step - loss: 16350.5156 - mean_absolute_error: 104.0742 - val_loss: 34505.7803 - val_mean_absolute_error: 165.4552
Epoch 1074/5000
148/148 [==============================] - 0s 108us/step - loss: 16334.9163 - mean_absolute_error: 104.0021 - val_loss: 34480.7258 - val_mean_absolute_error: 165.3878
Epoch 1075/5000
148/148 [==============================] - 0s 108us/step - loss: 16322.4625 - mean_absolute_error: 103.9770 - val_loss: 34463.6675 - val_mean_absolute_error: 165.3402
Epoch 1076/5000
148/148 [==============================] - 0s 108us/step - loss: 16311.6341 - mean_absolute_error: 103.9062 - val_loss: 34439.1331 - val_mean_absolute_error: 165.2740
Epoch 1077/5000
148/148 [==============================] - 0s 115us/step - loss: 16299.7462 - mean_absolute_error: 103.8899 - val_loss: 34419.6139 - val_mean_absolute_error: 165.2209
Epoch 1078/5000
148/148 [==============================] - 0s 142us/step - loss: 16288.7157 - mean_absolute_error: 103.8310 - val_loss: 34392.7138 - val_mean_absolute_error: 165.1480
Epoch 1079/5000
148/148 [==============================] - 0s 128us/step - loss: 16275.5274 - mean_absolute_error: 103.7684 - val_loss: 34373.8055 - val_mean_absolute_error: 165.0962
Epoch 1080/5000
148/148 [==============================] - 0s 108us/step - loss: 16264.9584 - mean_absolute_error: 103.7051 - val_loss: 34346.6647 - val_mean_absolute_error: 165.0223
Epoch 1081/5000
148/148 [==============================] - 0s 95us/step - loss: 16249.7406 - mean_absolute_error: 103.6425 - val_loss: 34321.2519 - val_mean_absolute_error: 164.9525
Epoch 1082/5000
148/148 [==============================] - 0s 115us/step - loss: 16237.8980 - mean_absolute_error: 103.5753 - val_loss: 34294.3408 - val_mean_absolute_error: 164.8795
Epoch 1083/5000
148/148 [==============================] - 0s 101us/step - loss: 16223.0274 - mean_absolute_error: 103.5266 - val_loss: 34271.0144 - val_mean_absolute_error: 164.8154
Epoch 1084/5000
148/148 [==============================] - 0s 128us/step - loss: 16209.8508 - mean_absolute_error: 103.5071 - val_loss: 34245.8887 - val_mean_absolute_error: 164.7470
Epoch 1085/5000
148/148 [==============================] - 0s 122us/step - loss: 16197.0911 - mean_absolute_error: 103.4543 - val_loss: 34222.9622 - val_mean_absolute_error: 164.6847
Epoch 1086/5000
148/148 [==============================] - 0s 122us/step - loss: 16183.7837 - mean_absolute_error: 103.4249 - val_loss: 34196.5347 - val_mean_absolute_error: 164.6124
Epoch 1087/5000
148/148 [==============================] - 0s 122us/step - loss: 16171.6309 - mean_absolute_error: 103.4032 - val_loss: 34174.5098 - val_mean_absolute_error: 164.5516
Epoch 1088/5000
148/148 [==============================] - 0s 149us/step - loss: 16162.3620 - mean_absolute_error: 103.3333 - val_loss: 34144.9370 - val_mean_absolute_error: 164.4728
Epoch 1089/5000
148/148 [==============================] - 0s 149us/step - loss: 16144.6469 - mean_absolute_error: 103.2865 - val_loss: 34117.5109 - val_mean_absolute_error: 164.4002
Epoch 1090/5000
148/148 [==============================] - 0s 142us/step - loss: 16129.6302 - mean_absolute_error: 103.3214 - val_loss: 34096.6798 - val_mean_absolute_error: 164.3446
Epoch 1091/5000
148/148 [==============================] - 0s 135us/step - loss: 16118.2442 - mean_absolute_error: 103.2708 - val_loss: 34075.4038 - val_mean_absolute_error: 164.2870
Epoch 1092/5000
148/148 [==============================] - 0s 135us/step - loss: 16107.3348 - mean_absolute_error: 103.2271 - val_loss: 34045.8660 - val_mean_absolute_error: 164.2080
Epoch 1093/5000
148/148 [==============================] - 0s 128us/step - loss: 16094.5778 - mean_absolute_error: 103.1971 - val_loss: 34026.6382 - val_mean_absolute_error: 164.1547
Epoch 1094/5000
148/148 [==============================] - 0s 135us/step - loss: 16082.0390 - mean_absolute_error: 103.1523 - val_loss: 34002.8370 - val_mean_absolute_error: 164.0917
Epoch 1095/5000
148/148 [==============================] - 0s 128us/step - loss: 16068.8713 - mean_absolute_error: 103.1046 - val_loss: 33976.3870 - val_mean_absolute_error: 164.0208
Epoch 1096/5000
148/148 [==============================] - 0s 128us/step - loss: 16059.9414 - mean_absolute_error: 103.0825 - val_loss: 33953.0892 - val_mean_absolute_error: 163.9582
Epoch 1097/5000
148/148 [==============================] - 0s 142us/step - loss: 16044.4126 - mean_absolute_error: 103.0387 - val_loss: 33930.1440 - val_mean_absolute_error: 163.8948
Epoch 1098/5000
148/148 [==============================] - 0s 142us/step - loss: 16031.5836 - mean_absolute_error: 102.9909 - val_loss: 33904.3537 - val_mean_absolute_error: 163.8259
Epoch 1099/5000
148/148 [==============================] - 0s 128us/step - loss: 16022.5104 - mean_absolute_error: 102.9479 - val_loss: 33880.5309 - val_mean_absolute_error: 163.7616
Epoch 1100/5000
148/148 [==============================] - 0s 115us/step - loss: 16008.5269 - mean_absolute_error: 102.9005 - val_loss: 33864.6345 - val_mean_absolute_error: 163.7161
Epoch 1101/5000
148/148 [==============================] - 0s 115us/step - loss: 15998.4110 - mean_absolute_error: 102.8267 - val_loss: 33835.8630 - val_mean_absolute_error: 163.6391
Epoch 1102/5000
148/148 [==============================] - 0s 142us/step - loss: 15981.6283 - mean_absolute_error: 102.8366 - val_loss: 33810.3372 - val_mean_absolute_error: 163.5688
Epoch 1103/5000
148/148 [==============================] - 0s 101us/step - loss: 15969.5242 - mean_absolute_error: 102.8084 - val_loss: 33785.1014 - val_mean_absolute_error: 163.5009
Epoch 1104/5000
148/148 [==============================] - 0s 95us/step - loss: 15957.6483 - mean_absolute_error: 102.7658 - val_loss: 33765.6453 - val_mean_absolute_error: 163.4474
Epoch 1105/5000
148/148 [==============================] - 0s 108us/step - loss: 15945.2671 - mean_absolute_error: 102.6869 - val_loss: 33738.2127 - val_mean_absolute_error: 163.3734
Epoch 1106/5000
148/148 [==============================] - 0s 95us/step - loss: 15935.7054 - mean_absolute_error: 102.6530 - val_loss: 33722.9236 - val_mean_absolute_error: 163.3302
Epoch 1107/5000
148/148 [==============================] - 0s 88us/step - loss: 15922.9922 - mean_absolute_error: 102.5956 - val_loss: 33708.3823 - val_mean_absolute_error: 163.2898
Epoch 1108/5000
148/148 [==============================] - 0s 81us/step - loss: 15914.4042 - mean_absolute_error: 102.5512 - val_loss: 33692.7480 - val_mean_absolute_error: 163.2455
Epoch 1109/5000
148/148 [==============================] - 0s 95us/step - loss: 15905.6075 - mean_absolute_error: 102.4979 - val_loss: 33670.2177 - val_mean_absolute_error: 163.1833
Epoch 1110/5000
148/148 [==============================] - 0s 88us/step - loss: 15894.0629 - mean_absolute_error: 102.4619 - val_loss: 33647.7131 - val_mean_absolute_error: 163.1220
Epoch 1111/5000
148/148 [==============================] - 0s 88us/step - loss: 15884.2880 - mean_absolute_error: 102.4392 - val_loss: 33627.8152 - val_mean_absolute_error: 163.0677
Epoch 1112/5000
148/148 [==============================] - 0s 101us/step - loss: 15870.6192 - mean_absolute_error: 102.3593 - val_loss: 33599.2450 - val_mean_absolute_error: 162.9904
Epoch 1113/5000
148/148 [==============================] - 0s 88us/step - loss: 15861.0260 - mean_absolute_error: 102.3160 - val_loss: 33575.0880 - val_mean_absolute_error: 162.9245
Epoch 1114/5000
148/148 [==============================] - 0s 95us/step - loss: 15844.6416 - mean_absolute_error: 102.2902 - val_loss: 33549.5665 - val_mean_absolute_error: 162.8553
Epoch 1115/5000
148/148 [==============================] - 0s 88us/step - loss: 15830.0316 - mean_absolute_error: 102.2436 - val_loss: 33524.2268 - val_mean_absolute_error: 162.7861
Epoch 1116/5000
148/148 [==============================] - 0s 101us/step - loss: 15819.4623 - mean_absolute_error: 102.2157 - val_loss: 33500.7689 - val_mean_absolute_error: 162.7211
Epoch 1117/5000
148/148 [==============================] - 0s 88us/step - loss: 15809.1805 - mean_absolute_error: 102.2247 - val_loss: 33474.0440 - val_mean_absolute_error: 162.6482
Epoch 1118/5000
148/148 [==============================] - 0s 88us/step - loss: 15794.0366 - mean_absolute_error: 102.1550 - val_loss: 33450.1927 - val_mean_absolute_error: 162.5825
Epoch 1119/5000
148/148 [==============================] - 0s 88us/step - loss: 15783.0748 - mean_absolute_error: 102.0986 - val_loss: 33430.7113 - val_mean_absolute_error: 162.5278
Epoch 1120/5000
148/148 [==============================] - 0s 88us/step - loss: 15769.5460 - mean_absolute_error: 102.0115 - val_loss: 33403.3759 - val_mean_absolute_error: 162.4538
Epoch 1121/5000
148/148 [==============================] - 0s 81us/step - loss: 15754.5864 - mean_absolute_error: 102.0263 - val_loss: 33377.0377 - val_mean_absolute_error: 162.3819
Epoch 1122/5000
148/148 [==============================] - 0s 88us/step - loss: 15741.9229 - mean_absolute_error: 101.9871 - val_loss: 33355.2069 - val_mean_absolute_error: 162.3220
Epoch 1123/5000
148/148 [==============================] - 0s 74us/step - loss: 15730.6234 - mean_absolute_error: 101.9650 - val_loss: 33330.8692 - val_mean_absolute_error: 162.2551
Epoch 1124/5000
148/148 [==============================] - 0s 88us/step - loss: 15718.3157 - mean_absolute_error: 101.8902 - val_loss: 33310.1786 - val_mean_absolute_error: 162.1983
Epoch 1125/5000
148/148 [==============================] - 0s 81us/step - loss: 15707.7254 - mean_absolute_error: 101.8788 - val_loss: 33282.5623 - val_mean_absolute_error: 162.1225
Epoch 1126/5000
148/148 [==============================] - 0s 95us/step - loss: 15694.3955 - mean_absolute_error: 101.8205 - val_loss: 33257.1231 - val_mean_absolute_error: 162.0526
Epoch 1127/5000
148/148 [==============================] - 0s 95us/step - loss: 15681.6801 - mean_absolute_error: 101.7999 - val_loss: 33233.4420 - val_mean_absolute_error: 161.9850
Epoch 1128/5000
148/148 [==============================] - 0s 101us/step - loss: 15668.7107 - mean_absolute_error: 101.7470 - val_loss: 33209.2848 - val_mean_absolute_error: 161.9209
Epoch 1129/5000
148/148 [==============================] - 0s 81us/step - loss: 15655.8619 - mean_absolute_error: 101.7001 - val_loss: 33188.1210 - val_mean_absolute_error: 161.8632
Epoch 1130/5000
148/148 [==============================] - 0s 95us/step - loss: 15646.6987 - mean_absolute_error: 101.7235 - val_loss: 33167.0830 - val_mean_absolute_error: 161.8051
Epoch 1131/5000
148/148 [==============================] - 0s 88us/step - loss: 15635.8195 - mean_absolute_error: 101.6734 - val_loss: 33141.8498 - val_mean_absolute_error: 161.7360
Epoch 1132/5000
148/148 [==============================] - 0s 81us/step - loss: 15620.4669 - mean_absolute_error: 101.6494 - val_loss: 33114.7004 - val_mean_absolute_error: 161.6608
Epoch 1133/5000
148/148 [==============================] - 0s 95us/step - loss: 15609.0214 - mean_absolute_error: 101.6046 - val_loss: 33094.0592 - val_mean_absolute_error: 161.6016
Epoch 1134/5000
148/148 [==============================] - 0s 142us/step - loss: 15594.3087 - mean_absolute_error: 101.5381 - val_loss: 33066.1310 - val_mean_absolute_error: 161.5247
Epoch 1135/5000
148/148 [==============================] - 0s 101us/step - loss: 15579.4687 - mean_absolute_error: 101.5080 - val_loss: 33040.2766 - val_mean_absolute_error: 161.4532
Epoch 1136/5000
148/148 [==============================] - 0s 142us/step - loss: 15568.9370 - mean_absolute_error: 101.4816 - val_loss: 33020.3501 - val_mean_absolute_error: 161.4000
Epoch 1137/5000
148/148 [==============================] - 0s 162us/step - loss: 15561.4058 - mean_absolute_error: 101.4459 - val_loss: 32995.5837 - val_mean_absolute_error: 161.3317
Epoch 1138/5000
148/148 [==============================] - 0s 122us/step - loss: 15544.6641 - mean_absolute_error: 101.3704 - val_loss: 32972.2219 - val_mean_absolute_error: 161.2664
Epoch 1139/5000
148/148 [==============================] - 0s 135us/step - loss: 15533.9155 - mean_absolute_error: 101.3399 - val_loss: 32948.9921 - val_mean_absolute_error: 161.2025
Epoch 1140/5000
148/148 [==============================] - 0s 128us/step - loss: 15518.6443 - mean_absolute_error: 101.3344 - val_loss: 32929.6945 - val_mean_absolute_error: 161.1485
Epoch 1141/5000
148/148 [==============================] - 0s 135us/step - loss: 15511.0661 - mean_absolute_error: 101.2888 - val_loss: 32908.1629 - val_mean_absolute_error: 161.0891
Epoch 1142/5000
148/148 [==============================] - 0s 155us/step - loss: 15497.1932 - mean_absolute_error: 101.2232 - val_loss: 32881.4197 - val_mean_absolute_error: 161.0143
Epoch 1143/5000
148/148 [==============================] - 0s 122us/step - loss: 15485.0973 - mean_absolute_error: 101.1717 - val_loss: 32857.3120 - val_mean_absolute_error: 160.9471
Epoch 1144/5000
148/148 [==============================] - 0s 128us/step - loss: 15473.4063 - mean_absolute_error: 101.1258 - val_loss: 32830.3530 - val_mean_absolute_error: 160.8722
Epoch 1145/5000
148/148 [==============================] - 0s 142us/step - loss: 15461.1231 - mean_absolute_error: 101.0767 - val_loss: 32810.3969 - val_mean_absolute_error: 160.8145
Epoch 1146/5000
148/148 [==============================] - 0s 108us/step - loss: 15448.6282 - mean_absolute_error: 101.0140 - val_loss: 32784.2366 - val_mean_absolute_error: 160.7420
Epoch 1147/5000
148/148 [==============================] - 0s 101us/step - loss: 15437.0569 - mean_absolute_error: 100.9840 - val_loss: 32765.9158 - val_mean_absolute_error: 160.6907
Epoch 1148/5000
148/148 [==============================] - 0s 101us/step - loss: 15424.0897 - mean_absolute_error: 100.9946 - val_loss: 32741.8330 - val_mean_absolute_error: 160.6223
Epoch 1149/5000
148/148 [==============================] - 0s 122us/step - loss: 15413.0158 - mean_absolute_error: 100.9249 - val_loss: 32713.6105 - val_mean_absolute_error: 160.5442
Epoch 1150/5000
148/148 [==============================] - 0s 108us/step - loss: 15400.0679 - mean_absolute_error: 100.8879 - val_loss: 32687.1100 - val_mean_absolute_error: 160.4710
Epoch 1151/5000
148/148 [==============================] - 0s 128us/step - loss: 15384.7841 - mean_absolute_error: 100.8896 - val_loss: 32669.2063 - val_mean_absolute_error: 160.4211
Epoch 1152/5000
148/148 [==============================] - 0s 128us/step - loss: 15376.0835 - mean_absolute_error: 100.8599 - val_loss: 32648.2817 - val_mean_absolute_error: 160.3617
Epoch 1153/5000
148/148 [==============================] - 0s 101us/step - loss: 15364.9297 - mean_absolute_error: 100.8052 - val_loss: 32625.3504 - val_mean_absolute_error: 160.2971
Epoch 1154/5000
148/148 [==============================] - 0s 115us/step - loss: 15352.4860 - mean_absolute_error: 100.7668 - val_loss: 32602.6895 - val_mean_absolute_error: 160.2340
Epoch 1155/5000
148/148 [==============================] - 0s 122us/step - loss: 15340.6743 - mean_absolute_error: 100.7348 - val_loss: 32577.8702 - val_mean_absolute_error: 160.1647
Epoch 1156/5000
148/148 [==============================] - 0s 101us/step - loss: 15329.2577 - mean_absolute_error: 100.7008 - val_loss: 32551.2209 - val_mean_absolute_error: 160.0901
Epoch 1157/5000
148/148 [==============================] - 0s 101us/step - loss: 15316.1276 - mean_absolute_error: 100.6557 - val_loss: 32531.7164 - val_mean_absolute_error: 160.0326
Epoch 1158/5000
148/148 [==============================] - 0s 108us/step - loss: 15305.8588 - mean_absolute_error: 100.6159 - val_loss: 32509.8559 - val_mean_absolute_error: 159.9722
Epoch 1159/5000
148/148 [==============================] - 0s 101us/step - loss: 15295.2546 - mean_absolute_error: 100.6213 - val_loss: 32489.1580 - val_mean_absolute_error: 159.9142
Epoch 1160/5000
148/148 [==============================] - 0s 108us/step - loss: 15283.0057 - mean_absolute_error: 100.5699 - val_loss: 32462.8717 - val_mean_absolute_error: 159.8405
Epoch 1161/5000
148/148 [==============================] - 0s 88us/step - loss: 15272.1713 - mean_absolute_error: 100.5406 - val_loss: 32438.6432 - val_mean_absolute_error: 159.7724
Epoch 1162/5000
148/148 [==============================] - 0s 88us/step - loss: 15260.6583 - mean_absolute_error: 100.4963 - val_loss: 32418.3620 - val_mean_absolute_error: 159.7161
Epoch 1163/5000
148/148 [==============================] - 0s 81us/step - loss: 15248.1431 - mean_absolute_error: 100.4647 - val_loss: 32400.4088 - val_mean_absolute_error: 159.6657
Epoch 1164/5000
148/148 [==============================] - 0s 101us/step - loss: 15240.5504 - mean_absolute_error: 100.4421 - val_loss: 32377.0709 - val_mean_absolute_error: 159.6010
Epoch 1165/5000
148/148 [==============================] - 0s 81us/step - loss: 15227.8332 - mean_absolute_error: 100.4242 - val_loss: 32355.8063 - val_mean_absolute_error: 159.5402
Epoch 1166/5000
148/148 [==============================] - 0s 95us/step - loss: 15213.7264 - mean_absolute_error: 100.3446 - val_loss: 32331.1805 - val_mean_absolute_error: 159.4727
Epoch 1167/5000
148/148 [==============================] - 0s 88us/step - loss: 15200.0983 - mean_absolute_error: 100.3537 - val_loss: 32307.9680 - val_mean_absolute_error: 159.4077
Epoch 1168/5000
148/148 [==============================] - 0s 81us/step - loss: 15188.5239 - mean_absolute_error: 100.3135 - val_loss: 32284.9027 - val_mean_absolute_error: 159.3429
Epoch 1169/5000
148/148 [==============================] - 0s 101us/step - loss: 15177.2357 - mean_absolute_error: 100.2711 - val_loss: 32258.4958 - val_mean_absolute_error: 159.2705
Epoch 1170/5000
148/148 [==============================] - 0s 88us/step - loss: 15165.7961 - mean_absolute_error: 100.2515 - val_loss: 32235.1795 - val_mean_absolute_error: 159.2059
Epoch 1171/5000
148/148 [==============================] - 0s 88us/step - loss: 15154.1052 - mean_absolute_error: 100.1731 - val_loss: 32212.5045 - val_mean_absolute_error: 159.1430
Epoch 1172/5000
148/148 [==============================] - 0s 88us/step - loss: 15140.5956 - mean_absolute_error: 100.1410 - val_loss: 32190.7786 - val_mean_absolute_error: 159.0845
Epoch 1173/5000
148/148 [==============================] - 0s 88us/step - loss: 15132.0223 - mean_absolute_error: 100.0966 - val_loss: 32163.9175 - val_mean_absolute_error: 159.0100
Epoch 1174/5000
148/148 [==============================] - 0s 81us/step - loss: 15116.9513 - mean_absolute_error: 100.0682 - val_loss: 32146.3382 - val_mean_absolute_error: 158.9607
Epoch 1175/5000
148/148 [==============================] - 0s 88us/step - loss: 15108.5615 - mean_absolute_error: 100.0135 - val_loss: 32126.1757 - val_mean_absolute_error: 158.9039
Epoch 1176/5000
148/148 [==============================] - 0s 95us/step - loss: 15096.3021 - mean_absolute_error: 100.0007 - val_loss: 32101.0378 - val_mean_absolute_error: 158.8332
Epoch 1177/5000
148/148 [==============================] - 0s 95us/step - loss: 15085.1619 - mean_absolute_error: 99.9279 - val_loss: 32077.8977 - val_mean_absolute_error: 158.7688
Epoch 1178/5000
148/148 [==============================] - 0s 74us/step - loss: 15072.6150 - mean_absolute_error: 99.8808 - val_loss: 32054.5659 - val_mean_absolute_error: 158.7034
Epoch 1179/5000
148/148 [==============================] - 0s 68us/step - loss: 15061.1388 - mean_absolute_error: 99.7957 - val_loss: 32028.3255 - val_mean_absolute_error: 158.6297
Epoch 1180/5000
148/148 [==============================] - 0s 61us/step - loss: 15048.3167 - mean_absolute_error: 99.7594 - val_loss: 32005.1843 - val_mean_absolute_error: 158.5651
Epoch 1181/5000
148/148 [==============================] - 0s 61us/step - loss: 15032.5904 - mean_absolute_error: 99.7674 - val_loss: 31987.6163 - val_mean_absolute_error: 158.5153
Epoch 1182/5000
148/148 [==============================] - 0s 74us/step - loss: 15022.8133 - mean_absolute_error: 99.7119 - val_loss: 31967.9457 - val_mean_absolute_error: 158.4599
Epoch 1183/5000
148/148 [==============================] - 0s 68us/step - loss: 15013.1621 - mean_absolute_error: 99.6827 - val_loss: 31946.8873 - val_mean_absolute_error: 158.3991
Epoch 1184/5000
148/148 [==============================] - 0s 68us/step - loss: 15000.6402 - mean_absolute_error: 99.6134 - val_loss: 31920.0052 - val_mean_absolute_error: 158.3253
Epoch 1185/5000
148/148 [==============================] - 0s 68us/step - loss: 14987.0987 - mean_absolute_error: 99.5813 - val_loss: 31893.5080 - val_mean_absolute_error: 158.2508
Epoch 1186/5000
148/148 [==============================] - 0s 68us/step - loss: 14975.7965 - mean_absolute_error: 99.5442 - val_loss: 31869.5888 - val_mean_absolute_error: 158.1843
Epoch 1187/5000
148/148 [==============================] - 0s 74us/step - loss: 14964.8164 - mean_absolute_error: 99.5063 - val_loss: 31847.7296 - val_mean_absolute_error: 158.1233
Epoch 1188/5000
148/148 [==============================] - 0s 68us/step - loss: 14956.3033 - mean_absolute_error: 99.4844 - val_loss: 31826.8026 - val_mean_absolute_error: 158.0644
Epoch 1189/5000
148/148 [==============================] - 0s 68us/step - loss: 14944.3104 - mean_absolute_error: 99.4349 - val_loss: 31805.5615 - val_mean_absolute_error: 158.0040
Epoch 1190/5000
148/148 [==============================] - 0s 68us/step - loss: 14930.4442 - mean_absolute_error: 99.3497 - val_loss: 31781.7535 - val_mean_absolute_error: 157.9371
Epoch 1191/5000
148/148 [==============================] - 0s 61us/step - loss: 14919.5053 - mean_absolute_error: 99.3188 - val_loss: 31762.9182 - val_mean_absolute_error: 157.8816
Epoch 1192/5000
148/148 [==============================] - 0s 74us/step - loss: 14907.5526 - mean_absolute_error: 99.2740 - val_loss: 31737.0890 - val_mean_absolute_error: 157.8092
Epoch 1193/5000
148/148 [==============================] - 0s 68us/step - loss: 14896.7607 - mean_absolute_error: 99.2304 - val_loss: 31721.6500 - val_mean_absolute_error: 157.7647
Epoch 1194/5000
148/148 [==============================] - 0s 68us/step - loss: 14885.3095 - mean_absolute_error: 99.1537 - val_loss: 31700.0081 - val_mean_absolute_error: 157.7033
Epoch 1195/5000
148/148 [==============================] - 0s 61us/step - loss: 14875.1620 - mean_absolute_error: 99.1319 - val_loss: 31675.9015 - val_mean_absolute_error: 157.6334
Epoch 1196/5000
148/148 [==============================] - 0s 68us/step - loss: 14864.6448 - mean_absolute_error: 99.0480 - val_loss: 31655.1609 - val_mean_absolute_error: 157.5739
Epoch 1197/5000
148/148 [==============================] - 0s 68us/step - loss: 14854.2367 - mean_absolute_error: 98.9719 - val_loss: 31629.7493 - val_mean_absolute_error: 157.5007
Epoch 1198/5000
148/148 [==============================] - 0s 68us/step - loss: 14839.5689 - mean_absolute_error: 98.9524 - val_loss: 31612.9766 - val_mean_absolute_error: 157.4517
Epoch 1199/5000
148/148 [==============================] - 0s 74us/step - loss: 14830.2903 - mean_absolute_error: 98.8911 - val_loss: 31589.9512 - val_mean_absolute_error: 157.3868
Epoch 1200/5000
148/148 [==============================] - 0s 74us/step - loss: 14817.5647 - mean_absolute_error: 98.8364 - val_loss: 31566.6396 - val_mean_absolute_error: 157.3204
Epoch 1201/5000
148/148 [==============================] - 0s 61us/step - loss: 14806.7650 - mean_absolute_error: 98.7770 - val_loss: 31545.5384 - val_mean_absolute_error: 157.2605
Epoch 1202/5000
148/148 [==============================] - 0s 61us/step - loss: 14794.8250 - mean_absolute_error: 98.7450 - val_loss: 31520.5052 - val_mean_absolute_error: 157.1917
Epoch 1203/5000
148/148 [==============================] - 0s 81us/step - loss: 14784.5043 - mean_absolute_error: 98.6838 - val_loss: 31497.4092 - val_mean_absolute_error: 157.1280
Epoch 1204/5000
148/148 [==============================] - 0s 68us/step - loss: 14771.4328 - mean_absolute_error: 98.6795 - val_loss: 31474.3006 - val_mean_absolute_error: 157.0641
Epoch 1205/5000
148/148 [==============================] - 0s 68us/step - loss: 14757.4579 - mean_absolute_error: 98.6545 - val_loss: 31452.6453 - val_mean_absolute_error: 157.0038
Epoch 1206/5000
148/148 [==============================] - 0s 74us/step - loss: 14746.1153 - mean_absolute_error: 98.6326 - val_loss: 31429.2955 - val_mean_absolute_error: 156.9392
Epoch 1207/5000
148/148 [==============================] - 0s 68us/step - loss: 14735.8309 - mean_absolute_error: 98.5871 - val_loss: 31409.9599 - val_mean_absolute_error: 156.8849
Epoch 1208/5000
148/148 [==============================] - 0s 61us/step - loss: 14726.4228 - mean_absolute_error: 98.5872 - val_loss: 31387.4588 - val_mean_absolute_error: 156.8210
Epoch 1209/5000
148/148 [==============================] - 0s 68us/step - loss: 14717.7021 - mean_absolute_error: 98.5545 - val_loss: 31366.3471 - val_mean_absolute_error: 156.7614
Epoch 1210/5000
148/148 [==============================] - 0s 68us/step - loss: 14703.5050 - mean_absolute_error: 98.4740 - val_loss: 31351.1060 - val_mean_absolute_error: 156.7179
Epoch 1211/5000
148/148 [==============================] - 0s 68us/step - loss: 14696.9046 - mean_absolute_error: 98.4370 - val_loss: 31331.5436 - val_mean_absolute_error: 156.6602
Epoch 1212/5000
148/148 [==============================] - 0s 68us/step - loss: 14687.4899 - mean_absolute_error: 98.4287 - val_loss: 31304.7337 - val_mean_absolute_error: 156.5856
Epoch 1213/5000
148/148 [==============================] - 0s 68us/step - loss: 14671.5648 - mean_absolute_error: 98.3600 - val_loss: 31280.5054 - val_mean_absolute_error: 156.5184
Epoch 1214/5000
148/148 [==============================] - 0s 68us/step - loss: 14661.8376 - mean_absolute_error: 98.3023 - val_loss: 31257.2252 - val_mean_absolute_error: 156.4537
Epoch 1215/5000
148/148 [==============================] - 0s 74us/step - loss: 14646.5761 - mean_absolute_error: 98.3123 - val_loss: 31240.7378 - val_mean_absolute_error: 156.4077
Epoch 1216/5000
148/148 [==============================] - 0s 68us/step - loss: 14636.6848 - mean_absolute_error: 98.2587 - val_loss: 31221.3284 - val_mean_absolute_error: 156.3554
Epoch 1217/5000
148/148 [==============================] - 0s 68us/step - loss: 14626.8028 - mean_absolute_error: 98.2276 - val_loss: 31196.0016 - val_mean_absolute_error: 156.2872
Epoch 1218/5000
148/148 [==============================] - 0s 68us/step - loss: 14615.3160 - mean_absolute_error: 98.1783 - val_loss: 31169.4273 - val_mean_absolute_error: 156.2164
Epoch 1219/5000
148/148 [==============================] - 0s 88us/step - loss: 14602.5726 - mean_absolute_error: 98.1513 - val_loss: 31149.8874 - val_mean_absolute_error: 156.1633
Epoch 1220/5000
148/148 [==============================] - 0s 61us/step - loss: 14592.3997 - mean_absolute_error: 98.1141 - val_loss: 31125.1981 - val_mean_absolute_error: 156.0972
Epoch 1221/5000
148/148 [==============================] - 0s 74us/step - loss: 14579.0922 - mean_absolute_error: 98.0977 - val_loss: 31102.6012 - val_mean_absolute_error: 156.0357
Epoch 1222/5000
148/148 [==============================] - 0s 68us/step - loss: 14567.8936 - mean_absolute_error: 98.0498 - val_loss: 31083.3702 - val_mean_absolute_error: 155.9828
Epoch 1223/5000
148/148 [==============================] - 0s 74us/step - loss: 14557.8742 - mean_absolute_error: 97.9849 - val_loss: 31059.3671 - val_mean_absolute_error: 155.9169
Epoch 1224/5000
148/148 [==============================] - 0s 74us/step - loss: 14545.4989 - mean_absolute_error: 97.9205 - val_loss: 31032.3851 - val_mean_absolute_error: 155.8437
Epoch 1225/5000
148/148 [==============================] - 0s 68us/step - loss: 14533.2734 - mean_absolute_error: 97.8812 - val_loss: 31009.5430 - val_mean_absolute_error: 155.7816
Epoch 1226/5000
148/148 [==============================] - 0s 68us/step - loss: 14520.6818 - mean_absolute_error: 97.8744 - val_loss: 30983.7651 - val_mean_absolute_error: 155.7119
Epoch 1227/5000
148/148 [==============================] - 0s 68us/step - loss: 14506.8479 - mean_absolute_error: 97.8931 - val_loss: 30960.2258 - val_mean_absolute_error: 155.6495
Epoch 1228/5000
148/148 [==============================] - 0s 74us/step - loss: 14495.6801 - mean_absolute_error: 97.8589 - val_loss: 30941.1305 - val_mean_absolute_error: 155.5974
Epoch 1229/5000
148/148 [==============================] - 0s 61us/step - loss: 14486.8938 - mean_absolute_error: 97.7895 - val_loss: 30928.5400 - val_mean_absolute_error: 155.5608
Epoch 1230/5000
148/148 [==============================] - 0s 74us/step - loss: 14479.8970 - mean_absolute_error: 97.7654 - val_loss: 30907.2109 - val_mean_absolute_error: 155.5027
Epoch 1231/5000
148/148 [==============================] - 0s 74us/step - loss: 14468.3322 - mean_absolute_error: 97.7058 - val_loss: 30889.6972 - val_mean_absolute_error: 155.4553
Epoch 1232/5000
148/148 [==============================] - 0s 68us/step - loss: 14461.7293 - mean_absolute_error: 97.7089 - val_loss: 30868.8527 - val_mean_absolute_error: 155.3986
Epoch 1233/5000
148/148 [==============================] - 0s 61us/step - loss: 14448.2182 - mean_absolute_error: 97.6409 - val_loss: 30841.2180 - val_mean_absolute_error: 155.3241
Epoch 1234/5000
148/148 [==============================] - 0s 74us/step - loss: 14436.1745 - mean_absolute_error: 97.6141 - val_loss: 30822.9710 - val_mean_absolute_error: 155.2734
Epoch 1235/5000
148/148 [==============================] - 0s 74us/step - loss: 14428.6816 - mean_absolute_error: 97.5388 - val_loss: 30799.4415 - val_mean_absolute_error: 155.2094
Epoch 1236/5000
148/148 [==============================] - 0s 61us/step - loss: 14413.5517 - mean_absolute_error: 97.5709 - val_loss: 30776.6273 - val_mean_absolute_error: 155.1473
Epoch 1237/5000
148/148 [==============================] - 0s 74us/step - loss: 14403.6016 - mean_absolute_error: 97.5292 - val_loss: 30753.3030 - val_mean_absolute_error: 155.0840
Epoch 1238/5000
148/148 [==============================] - 0s 61us/step - loss: 14392.0069 - mean_absolute_error: 97.5092 - val_loss: 30732.0995 - val_mean_absolute_error: 155.0258
Epoch 1239/5000
148/148 [==============================] - 0s 61us/step - loss: 14381.2754 - mean_absolute_error: 97.4315 - val_loss: 30713.3962 - val_mean_absolute_error: 154.9719
Epoch 1240/5000
148/148 [==============================] - 0s 68us/step - loss: 14371.4009 - mean_absolute_error: 97.3934 - val_loss: 30694.3045 - val_mean_absolute_error: 154.9195
Epoch 1241/5000
148/148 [==============================] - 0s 68us/step - loss: 14360.3704 - mean_absolute_error: 97.3459 - val_loss: 30671.4280 - val_mean_absolute_error: 154.8577
Epoch 1242/5000
148/148 [==============================] - 0s 68us/step - loss: 14348.0034 - mean_absolute_error: 97.3780 - val_loss: 30647.7458 - val_mean_absolute_error: 154.7928
Epoch 1243/5000
148/148 [==============================] - 0s 61us/step - loss: 14336.5484 - mean_absolute_error: 97.3022 - val_loss: 30629.1650 - val_mean_absolute_error: 154.7412
Epoch 1244/5000
148/148 [==============================] - 0s 68us/step - loss: 14326.3474 - mean_absolute_error: 97.2686 - val_loss: 30607.6598 - val_mean_absolute_error: 154.6824
Epoch 1245/5000
148/148 [==============================] - 0s 74us/step - loss: 14318.7563 - mean_absolute_error: 97.2379 - val_loss: 30582.2585 - val_mean_absolute_error: 154.6118
Epoch 1246/5000
148/148 [==============================] - 0s 68us/step - loss: 14305.3592 - mean_absolute_error: 97.1997 - val_loss: 30557.0311 - val_mean_absolute_error: 154.5430
Epoch 1247/5000
148/148 [==============================] - 0s 68us/step - loss: 14292.7659 - mean_absolute_error: 97.1646 - val_loss: 30537.5887 - val_mean_absolute_error: 154.4892
Epoch 1248/5000
148/148 [==============================] - 0s 68us/step - loss: 14283.0877 - mean_absolute_error: 97.1391 - val_loss: 30516.1348 - val_mean_absolute_error: 154.4293
Epoch 1249/5000
148/148 [==============================] - 0s 68us/step - loss: 14271.6434 - mean_absolute_error: 97.1091 - val_loss: 30502.5421 - val_mean_absolute_error: 154.3909
Epoch 1250/5000
148/148 [==============================] - 0s 74us/step - loss: 14262.5416 - mean_absolute_error: 97.0415 - val_loss: 30483.4137 - val_mean_absolute_error: 154.3377
Epoch 1251/5000
148/148 [==============================] - 0s 74us/step - loss: 14253.7113 - mean_absolute_error: 97.0339 - val_loss: 30458.0641 - val_mean_absolute_error: 154.2679
Epoch 1252/5000
148/148 [==============================] - 0s 74us/step - loss: 14242.7859 - mean_absolute_error: 97.0132 - val_loss: 30437.1776 - val_mean_absolute_error: 154.2099
Epoch 1253/5000
148/148 [==============================] - 0s 74us/step - loss: 14231.3695 - mean_absolute_error: 96.9533 - val_loss: 30412.1406 - val_mean_absolute_error: 154.1411
Epoch 1254/5000
148/148 [==============================] - 0s 74us/step - loss: 14219.3079 - mean_absolute_error: 96.8929 - val_loss: 30387.6367 - val_mean_absolute_error: 154.0722
Epoch 1255/5000
148/148 [==============================] - 0s 68us/step - loss: 14208.4369 - mean_absolute_error: 96.8660 - val_loss: 30368.6473 - val_mean_absolute_error: 154.0190
Epoch 1256/5000
148/148 [==============================] - 0s 61us/step - loss: 14202.8573 - mean_absolute_error: 96.8319 - val_loss: 30348.4533 - val_mean_absolute_error: 153.9619
Epoch 1257/5000
148/148 [==============================] - 0s 68us/step - loss: 14188.4714 - mean_absolute_error: 96.8099 - val_loss: 30334.5238 - val_mean_absolute_error: 153.9223
Epoch 1258/5000
148/148 [==============================] - 0s 61us/step - loss: 14178.4515 - mean_absolute_error: 96.7389 - val_loss: 30316.7149 - val_mean_absolute_error: 153.8732
Epoch 1259/5000
148/148 [==============================] - 0s 68us/step - loss: 14169.0965 - mean_absolute_error: 96.7251 - val_loss: 30294.9466 - val_mean_absolute_error: 153.8135
Epoch 1260/5000
148/148 [==============================] - 0s 61us/step - loss: 14156.5509 - mean_absolute_error: 96.6251 - val_loss: 30280.2327 - val_mean_absolute_error: 153.7722
Epoch 1261/5000
148/148 [==============================] - 0s 61us/step - loss: 14147.6746 - mean_absolute_error: 96.5821 - val_loss: 30258.1084 - val_mean_absolute_error: 153.7118
Epoch 1262/5000
148/148 [==============================] - 0s 74us/step - loss: 14136.6104 - mean_absolute_error: 96.5070 - val_loss: 30234.3745 - val_mean_absolute_error: 153.6471
Epoch 1263/5000
148/148 [==============================] - 0s 68us/step - loss: 14125.6225 - mean_absolute_error: 96.4692 - val_loss: 30210.0552 - val_mean_absolute_error: 153.5806
Epoch 1264/5000
148/148 [==============================] - 0s 74us/step - loss: 14112.6627 - mean_absolute_error: 96.4114 - val_loss: 30190.6301 - val_mean_absolute_error: 153.5265
Epoch 1265/5000
148/148 [==============================] - 0s 61us/step - loss: 14102.0440 - mean_absolute_error: 96.3719 - val_loss: 30168.4070 - val_mean_absolute_error: 153.4646
Epoch 1266/5000
148/148 [==============================] - 0s 74us/step - loss: 14091.5548 - mean_absolute_error: 96.3236 - val_loss: 30155.9188 - val_mean_absolute_error: 153.4303
Epoch 1267/5000
148/148 [==============================] - 0s 68us/step - loss: 14081.6044 - mean_absolute_error: 96.2833 - val_loss: 30134.0090 - val_mean_absolute_error: 153.3703
Epoch 1268/5000
148/148 [==============================] - 0s 74us/step - loss: 14072.0647 - mean_absolute_error: 96.2624 - val_loss: 30113.2485 - val_mean_absolute_error: 153.3133
Epoch 1269/5000
148/148 [==============================] - 0s 61us/step - loss: 14065.0186 - mean_absolute_error: 96.1946 - val_loss: 30089.2370 - val_mean_absolute_error: 153.2486
Epoch 1270/5000
148/148 [==============================] - 0s 74us/step - loss: 14050.6915 - mean_absolute_error: 96.1062 - val_loss: 30068.8220 - val_mean_absolute_error: 153.1920
Epoch 1271/5000
148/148 [==============================] - 0s 74us/step - loss: 14037.3887 - mean_absolute_error: 96.0819 - val_loss: 30042.9973 - val_mean_absolute_error: 153.1218
Epoch 1272/5000
148/148 [==============================] - 0s 68us/step - loss: 14025.9484 - mean_absolute_error: 96.0448 - val_loss: 30020.8737 - val_mean_absolute_error: 153.0615
Epoch 1273/5000
148/148 [==============================] - 0s 68us/step - loss: 14015.3533 - mean_absolute_error: 96.0173 - val_loss: 29999.7598 - val_mean_absolute_error: 153.0034
Epoch 1274/5000
148/148 [==============================] - 0s 68us/step - loss: 14003.9613 - mean_absolute_error: 96.0107 - val_loss: 29978.9977 - val_mean_absolute_error: 152.9458
Epoch 1275/5000
148/148 [==============================] - 0s 68us/step - loss: 13994.3986 - mean_absolute_error: 95.9470 - val_loss: 29958.4698 - val_mean_absolute_error: 152.8888
Epoch 1276/5000
148/148 [==============================] - 0s 74us/step - loss: 13981.8925 - mean_absolute_error: 95.9490 - val_loss: 29941.8389 - val_mean_absolute_error: 152.8404
Epoch 1277/5000
148/148 [==============================] - 0s 74us/step - loss: 13973.2189 - mean_absolute_error: 95.8906 - val_loss: 29916.9611 - val_mean_absolute_error: 152.7719
Epoch 1278/5000
148/148 [==============================] - 0s 68us/step - loss: 13958.1496 - mean_absolute_error: 95.8415 - val_loss: 29894.0313 - val_mean_absolute_error: 152.7087
Epoch 1279/5000
148/148 [==============================] - 0s 74us/step - loss: 13948.6344 - mean_absolute_error: 95.8120 - val_loss: 29874.7233 - val_mean_absolute_error: 152.6545
Epoch 1280/5000
148/148 [==============================] - 0s 61us/step - loss: 13937.8088 - mean_absolute_error: 95.7619 - val_loss: 29851.2883 - val_mean_absolute_error: 152.5895
Epoch 1281/5000
148/148 [==============================] - 0s 68us/step - loss: 13929.5311 - mean_absolute_error: 95.7285 - val_loss: 29828.6912 - val_mean_absolute_error: 152.5269
Epoch 1282/5000
148/148 [==============================] - 0s 68us/step - loss: 13917.0129 - mean_absolute_error: 95.6830 - val_loss: 29803.7102 - val_mean_absolute_error: 152.4578
Epoch 1283/5000
148/148 [==============================] - 0s 68us/step - loss: 13900.2869 - mean_absolute_error: 95.6720 - val_loss: 29782.6930 - val_mean_absolute_error: 152.3997
Epoch 1284/5000
148/148 [==============================] - 0s 68us/step - loss: 13889.3659 - mean_absolute_error: 95.6262 - val_loss: 29760.8600 - val_mean_absolute_error: 152.3393
Epoch 1285/5000
148/148 [==============================] - 0s 68us/step - loss: 13878.9543 - mean_absolute_error: 95.5909 - val_loss: 29737.7941 - val_mean_absolute_error: 152.2749
Epoch 1286/5000
148/148 [==============================] - 0s 68us/step - loss: 13866.3977 - mean_absolute_error: 95.5537 - val_loss: 29718.5186 - val_mean_absolute_error: 152.2204
Epoch 1287/5000
148/148 [==============================] - 0s 68us/step - loss: 13857.0443 - mean_absolute_error: 95.5052 - val_loss: 29699.7547 - val_mean_absolute_error: 152.1676
Epoch 1288/5000
148/148 [==============================] - 0s 61us/step - loss: 13846.8468 - mean_absolute_error: 95.4835 - val_loss: 29683.0405 - val_mean_absolute_error: 152.1197
Epoch 1289/5000
148/148 [==============================] - 0s 74us/step - loss: 13837.7407 - mean_absolute_error: 95.4003 - val_loss: 29668.3795 - val_mean_absolute_error: 152.0780
Epoch 1290/5000
148/148 [==============================] - ETA: 0s - loss: 12536.5000 - mean_absolute_error: 93.10 - 0s 61us/step - loss: 13829.2185 - mean_absolute_error: 95.3546 - val_loss: 29650.3155 - val_mean_absolute_error: 152.0274
Epoch 1291/5000
148/148 [==============================] - 0s 88us/step - loss: 13820.4849 - mean_absolute_error: 95.3459 - val_loss: 29628.8946 - val_mean_absolute_error: 151.9666
Epoch 1292/5000
148/148 [==============================] - 0s 68us/step - loss: 13809.6394 - mean_absolute_error: 95.2712 - val_loss: 29603.6708 - val_mean_absolute_error: 151.8964
Epoch 1293/5000
148/148 [==============================] - 0s 61us/step - loss: 13797.1395 - mean_absolute_error: 95.2194 - val_loss: 29578.8630 - val_mean_absolute_error: 151.8277
Epoch 1294/5000
148/148 [==============================] - 0s 68us/step - loss: 13787.5910 - mean_absolute_error: 95.2302 - val_loss: 29554.6129 - val_mean_absolute_error: 151.7626
Epoch 1295/5000
148/148 [==============================] - 0s 74us/step - loss: 13773.0583 - mean_absolute_error: 95.1593 - val_loss: 29540.4822 - val_mean_absolute_error: 151.7225
Epoch 1296/5000
148/148 [==============================] - 0s 68us/step - loss: 13768.5076 - mean_absolute_error: 95.1489 - val_loss: 29515.6738 - val_mean_absolute_error: 151.6546
Epoch 1297/5000
148/148 [==============================] - 0s 68us/step - loss: 13757.8250 - mean_absolute_error: 95.1117 - val_loss: 29500.9225 - val_mean_absolute_error: 151.6130
Epoch 1298/5000
148/148 [==============================] - 0s 74us/step - loss: 13745.8289 - mean_absolute_error: 95.0192 - val_loss: 29485.4899 - val_mean_absolute_error: 151.5704
Epoch 1299/5000
148/148 [==============================] - 0s 68us/step - loss: 13737.8975 - mean_absolute_error: 95.0081 - val_loss: 29463.2385 - val_mean_absolute_error: 151.5092
Epoch 1300/5000
148/148 [==============================] - 0s 68us/step - loss: 13724.4927 - mean_absolute_error: 94.9612 - val_loss: 29445.5913 - val_mean_absolute_error: 151.4605
Epoch 1301/5000
148/148 [==============================] - 0s 68us/step - loss: 13716.9221 - mean_absolute_error: 94.9206 - val_loss: 29424.9857 - val_mean_absolute_error: 151.4037
Epoch 1302/5000
148/148 [==============================] - 0s 61us/step - loss: 13706.0009 - mean_absolute_error: 94.9068 - val_loss: 29406.0093 - val_mean_absolute_error: 151.3504
Epoch 1303/5000
148/148 [==============================] - 0s 68us/step - loss: 13699.6104 - mean_absolute_error: 94.8782 - val_loss: 29390.0880 - val_mean_absolute_error: 151.3063
Epoch 1304/5000
148/148 [==============================] - 0s 74us/step - loss: 13687.2886 - mean_absolute_error: 94.8011 - val_loss: 29370.9718 - val_mean_absolute_error: 151.2524
Epoch 1305/5000
148/148 [==============================] - 0s 68us/step - loss: 13678.2939 - mean_absolute_error: 94.7584 - val_loss: 29349.7578 - val_mean_absolute_error: 151.1943
Epoch 1306/5000
148/148 [==============================] - 0s 68us/step - loss: 13667.8847 - mean_absolute_error: 94.7210 - val_loss: 29322.1184 - val_mean_absolute_error: 151.1185
Epoch 1307/5000
148/148 [==============================] - 0s 68us/step - loss: 13655.4032 - mean_absolute_error: 94.7179 - val_loss: 29306.8531 - val_mean_absolute_error: 151.0750
Epoch 1308/5000
148/148 [==============================] - 0s 68us/step - loss: 13647.8318 - mean_absolute_error: 94.6539 - val_loss: 29285.0759 - val_mean_absolute_error: 151.0149
Epoch 1309/5000
148/148 [==============================] - 0s 68us/step - loss: 13637.6461 - mean_absolute_error: 94.6376 - val_loss: 29270.0740 - val_mean_absolute_error: 150.9725
Epoch 1310/5000
148/148 [==============================] - 0s 74us/step - loss: 13627.1754 - mean_absolute_error: 94.5667 - val_loss: 29243.2785 - val_mean_absolute_error: 150.8991
Epoch 1311/5000
148/148 [==============================] - 0s 74us/step - loss: 13613.9428 - mean_absolute_error: 94.5098 - val_loss: 29222.8896 - val_mean_absolute_error: 150.8430
Epoch 1312/5000
148/148 [==============================] - 0s 74us/step - loss: 13603.6012 - mean_absolute_error: 94.5002 - val_loss: 29202.6008 - val_mean_absolute_error: 150.7863
Epoch 1313/5000
148/148 [==============================] - 0s 68us/step - loss: 13595.7117 - mean_absolute_error: 94.4265 - val_loss: 29183.7510 - val_mean_absolute_error: 150.7335
Epoch 1314/5000
148/148 [==============================] - 0s 68us/step - loss: 13583.8059 - mean_absolute_error: 94.3864 - val_loss: 29166.8994 - val_mean_absolute_error: 150.6852
Epoch 1315/5000
148/148 [==============================] - 0s 68us/step - loss: 13575.0003 - mean_absolute_error: 94.3466 - val_loss: 29147.1688 - val_mean_absolute_error: 150.6312
Epoch 1316/5000
148/148 [==============================] - 0s 74us/step - loss: 13561.9903 - mean_absolute_error: 94.3676 - val_loss: 29123.7196 - val_mean_absolute_error: 150.5670
Epoch 1317/5000
148/148 [==============================] - 0s 68us/step - loss: 13551.5447 - mean_absolute_error: 94.3418 - val_loss: 29100.4951 - val_mean_absolute_error: 150.5029
Epoch 1318/5000
148/148 [==============================] - 0s 68us/step - loss: 13542.9889 - mean_absolute_error: 94.3181 - val_loss: 29080.1882 - val_mean_absolute_error: 150.4456
Epoch 1319/5000
148/148 [==============================] - 0s 68us/step - loss: 13528.7634 - mean_absolute_error: 94.2620 - val_loss: 29061.9733 - val_mean_absolute_error: 150.3947
Epoch 1320/5000
148/148 [==============================] - 0s 61us/step - loss: 13519.7610 - mean_absolute_error: 94.2251 - val_loss: 29038.1550 - val_mean_absolute_error: 150.3290
Epoch 1321/5000
148/148 [==============================] - 0s 68us/step - loss: 13506.7836 - mean_absolute_error: 94.1956 - val_loss: 29019.3183 - val_mean_absolute_error: 150.2763
Epoch 1322/5000
148/148 [==============================] - 0s 74us/step - loss: 13498.9998 - mean_absolute_error: 94.1578 - val_loss: 29003.7855 - val_mean_absolute_error: 150.2306
Epoch 1323/5000
148/148 [==============================] - 0s 61us/step - loss: 13489.2597 - mean_absolute_error: 94.1606 - val_loss: 28984.4334 - val_mean_absolute_error: 150.1773
Epoch 1324/5000
148/148 [==============================] - 0s 68us/step - loss: 13479.9856 - mean_absolute_error: 94.1186 - val_loss: 28962.4494 - val_mean_absolute_error: 150.1170
Epoch 1325/5000
148/148 [==============================] - 0s 88us/step - loss: 13466.0327 - mean_absolute_error: 94.1103 - val_loss: 28942.5161 - val_mean_absolute_error: 150.0621
Epoch 1326/5000
148/148 [==============================] - 0s 74us/step - loss: 13455.9327 - mean_absolute_error: 94.1202 - val_loss: 28916.1843 - val_mean_absolute_error: 149.9891
Epoch 1327/5000
148/148 [==============================] - 0s 101us/step - loss: 13443.4032 - mean_absolute_error: 94.0885 - val_loss: 28902.5752 - val_mean_absolute_error: 149.9506
Epoch 1328/5000
148/148 [==============================] - 0s 68us/step - loss: 13435.0713 - mean_absolute_error: 94.0579 - val_loss: 28885.7239 - val_mean_absolute_error: 149.9032
Epoch 1329/5000
148/148 [==============================] - 0s 74us/step - loss: 13429.6082 - mean_absolute_error: 94.0296 - val_loss: 28864.1901 - val_mean_absolute_error: 149.8430
Epoch 1330/5000
148/148 [==============================] - 0s 74us/step - loss: 13415.6811 - mean_absolute_error: 93.9837 - val_loss: 28849.1270 - val_mean_absolute_error: 149.8001
Epoch 1331/5000
148/148 [==============================] - 0s 68us/step - loss: 13407.9876 - mean_absolute_error: 93.9395 - val_loss: 28832.9022 - val_mean_absolute_error: 149.7529
Epoch 1332/5000
148/148 [==============================] - 0s 74us/step - loss: 13396.9371 - mean_absolute_error: 93.8887 - val_loss: 28811.3008 - val_mean_absolute_error: 149.6929
Epoch 1333/5000
148/148 [==============================] - 0s 68us/step - loss: 13386.3082 - mean_absolute_error: 93.8599 - val_loss: 28788.5139 - val_mean_absolute_error: 149.6289
Epoch 1334/5000
148/148 [==============================] - 0s 61us/step - loss: 13375.3098 - mean_absolute_error: 93.7836 - val_loss: 28766.7898 - val_mean_absolute_error: 149.5680
Epoch 1335/5000
148/148 [==============================] - 0s 68us/step - loss: 13363.2485 - mean_absolute_error: 93.7328 - val_loss: 28741.7837 - val_mean_absolute_error: 149.4983
Epoch 1336/5000
148/148 [==============================] - 0s 68us/step - loss: 13352.1716 - mean_absolute_error: 93.6911 - val_loss: 28722.7524 - val_mean_absolute_error: 149.4447
Epoch 1337/5000
148/148 [==============================] - 0s 68us/step - loss: 13343.6093 - mean_absolute_error: 93.6619 - val_loss: 28710.8543 - val_mean_absolute_error: 149.4081
Epoch 1338/5000
148/148 [==============================] - 0s 68us/step - loss: 13335.6264 - mean_absolute_error: 93.6560 - val_loss: 28692.3563 - val_mean_absolute_error: 149.3550
Epoch 1339/5000
148/148 [==============================] - 0s 68us/step - loss: 13325.7529 - mean_absolute_error: 93.6176 - val_loss: 28668.5857 - val_mean_absolute_error: 149.2885
Epoch 1340/5000
148/148 [==============================] - 0s 61us/step - loss: 13314.7866 - mean_absolute_error: 93.5300 - val_loss: 28654.6756 - val_mean_absolute_error: 149.2466
Epoch 1341/5000
148/148 [==============================] - 0s 68us/step - loss: 13307.1526 - mean_absolute_error: 93.4810 - val_loss: 28642.4229 - val_mean_absolute_error: 149.2108
Epoch 1342/5000
148/148 [==============================] - 0s 68us/step - loss: 13300.7327 - mean_absolute_error: 93.4535 - val_loss: 28627.4788 - val_mean_absolute_error: 149.1684
Epoch 1343/5000
148/148 [==============================] - 0s 61us/step - loss: 13292.9824 - mean_absolute_error: 93.4211 - val_loss: 28606.7709 - val_mean_absolute_error: 149.1107
Epoch 1344/5000
148/148 [==============================] - 0s 68us/step - loss: 13281.5448 - mean_absolute_error: 93.3917 - val_loss: 28587.6554 - val_mean_absolute_error: 149.0565
Epoch 1345/5000
148/148 [==============================] - 0s 61us/step - loss: 13272.2768 - mean_absolute_error: 93.3479 - val_loss: 28568.7438 - val_mean_absolute_error: 149.0005
Epoch 1346/5000
148/148 [==============================] - 0s 68us/step - loss: 13263.8450 - mean_absolute_error: 93.3163 - val_loss: 28545.8172 - val_mean_absolute_error: 148.9341
Epoch 1347/5000
148/148 [==============================] - 0s 68us/step - loss: 13250.2061 - mean_absolute_error: 93.2590 - val_loss: 28523.1811 - val_mean_absolute_error: 148.8709
Epoch 1348/5000
148/148 [==============================] - 0s 74us/step - loss: 13240.0670 - mean_absolute_error: 93.2588 - val_loss: 28505.2582 - val_mean_absolute_error: 148.8203
Epoch 1349/5000
148/148 [==============================] - 0s 61us/step - loss: 13230.5272 - mean_absolute_error: 93.2181 - val_loss: 28484.4139 - val_mean_absolute_error: 148.7616
Epoch 1350/5000
148/148 [==============================] - 0s 68us/step - loss: 13218.9682 - mean_absolute_error: 93.1917 - val_loss: 28459.5002 - val_mean_absolute_error: 148.6913
Epoch 1351/5000
148/148 [==============================] - 0s 68us/step - loss: 13209.5537 - mean_absolute_error: 93.1353 - val_loss: 28441.6987 - val_mean_absolute_error: 148.6390
Epoch 1352/5000
148/148 [==============================] - 0s 68us/step - loss: 13198.2645 - mean_absolute_error: 93.0786 - val_loss: 28418.4488 - val_mean_absolute_error: 148.5740
Epoch 1353/5000
148/148 [==============================] - 0s 61us/step - loss: 13183.6244 - mean_absolute_error: 93.0819 - val_loss: 28401.1753 - val_mean_absolute_error: 148.5253
Epoch 1354/5000
148/148 [==============================] - 0s 74us/step - loss: 13174.9766 - mean_absolute_error: 93.0791 - val_loss: 28378.5333 - val_mean_absolute_error: 148.4618
Epoch 1355/5000
148/148 [==============================] - 0s 61us/step - loss: 13164.3981 - mean_absolute_error: 93.0550 - val_loss: 28357.2077 - val_mean_absolute_error: 148.4014
Epoch 1356/5000
148/148 [==============================] - 0s 68us/step - loss: 13157.1250 - mean_absolute_error: 93.0092 - val_loss: 28338.8338 - val_mean_absolute_error: 148.3491
Epoch 1357/5000
148/148 [==============================] - 0s 68us/step - loss: 13144.2396 - mean_absolute_error: 92.9764 - val_loss: 28316.1716 - val_mean_absolute_error: 148.2846
Epoch 1358/5000
148/148 [==============================] - 0s 68us/step - loss: 13135.7812 - mean_absolute_error: 92.9709 - val_loss: 28303.5680 - val_mean_absolute_error: 148.2469
Epoch 1359/5000
148/148 [==============================] - 0s 61us/step - loss: 13128.2942 - mean_absolute_error: 92.8808 - val_loss: 28281.5517 - val_mean_absolute_error: 148.1847
Epoch 1360/5000
148/148 [==============================] - 0s 74us/step - loss: 13115.4652 - mean_absolute_error: 92.8481 - val_loss: 28266.4107 - val_mean_absolute_error: 148.1402
Epoch 1361/5000
148/148 [==============================] - 0s 68us/step - loss: 13106.2775 - mean_absolute_error: 92.7928 - val_loss: 28248.6896 - val_mean_absolute_error: 148.0891
Epoch 1362/5000
148/148 [==============================] - 0s 74us/step - loss: 13096.4097 - mean_absolute_error: 92.7504 - val_loss: 28226.3601 - val_mean_absolute_error: 148.0256
Epoch 1363/5000
148/148 [==============================] - 0s 68us/step - loss: 13086.7455 - mean_absolute_error: 92.7473 - val_loss: 28202.5691 - val_mean_absolute_error: 147.9579
Epoch 1364/5000
148/148 [==============================] - 0s 68us/step - loss: 13077.8623 - mean_absolute_error: 92.6827 - val_loss: 28182.4684 - val_mean_absolute_error: 147.9002
Epoch 1365/5000
148/148 [==============================] - 0s 74us/step - loss: 13063.7643 - mean_absolute_error: 92.6597 - val_loss: 28162.4629 - val_mean_absolute_error: 147.8428
Epoch 1366/5000
148/148 [==============================] - 0s 61us/step - loss: 13055.1789 - mean_absolute_error: 92.6474 - val_loss: 28146.5350 - val_mean_absolute_error: 147.7967
Epoch 1367/5000
148/148 [==============================] - 0s 61us/step - loss: 13045.8388 - mean_absolute_error: 92.6286 - val_loss: 28134.2367 - val_mean_absolute_error: 147.7583
Epoch 1368/5000
148/148 [==============================] - 0s 74us/step - loss: 13037.7134 - mean_absolute_error: 92.5289 - val_loss: 28109.4966 - val_mean_absolute_error: 147.6875
Epoch 1369/5000
148/148 [==============================] - 0s 74us/step - loss: 13027.8843 - mean_absolute_error: 92.5123 - val_loss: 28090.0759 - val_mean_absolute_error: 147.6327
Epoch 1370/5000
148/148 [==============================] - 0s 68us/step - loss: 13015.1358 - mean_absolute_error: 92.5248 - val_loss: 28070.6979 - val_mean_absolute_error: 147.5773
Epoch 1371/5000
148/148 [==============================] - 0s 68us/step - loss: 13006.2407 - mean_absolute_error: 92.4614 - val_loss: 28053.4952 - val_mean_absolute_error: 147.5283
Epoch 1372/5000
148/148 [==============================] - 0s 61us/step - loss: 12997.4520 - mean_absolute_error: 92.4302 - val_loss: 28032.6327 - val_mean_absolute_error: 147.4686
Epoch 1373/5000
148/148 [==============================] - 0s 74us/step - loss: 12985.3239 - mean_absolute_error: 92.4378 - val_loss: 28007.7990 - val_mean_absolute_error: 147.3982
Epoch 1374/5000
148/148 [==============================] - 0s 68us/step - loss: 12973.3222 - mean_absolute_error: 92.4436 - val_loss: 27986.6513 - val_mean_absolute_error: 147.3380
Epoch 1375/5000
148/148 [==============================] - 0s 74us/step - loss: 12964.1321 - mean_absolute_error: 92.4050 - val_loss: 27968.6547 - val_mean_absolute_error: 147.2858
Epoch 1376/5000
148/148 [==============================] - 0s 61us/step - loss: 12954.2176 - mean_absolute_error: 92.3695 - val_loss: 27948.1562 - val_mean_absolute_error: 147.2267
Epoch 1377/5000
148/148 [==============================] - 0s 68us/step - loss: 12943.7142 - mean_absolute_error: 92.3387 - val_loss: 27929.0789 - val_mean_absolute_error: 147.1719
Epoch 1378/5000
148/148 [==============================] - 0s 61us/step - loss: 12934.2228 - mean_absolute_error: 92.3108 - val_loss: 27909.9310 - val_mean_absolute_error: 147.1140
Epoch 1379/5000
148/148 [==============================] - 0s 68us/step - loss: 12923.9752 - mean_absolute_error: 92.2457 - val_loss: 27890.4595 - val_mean_absolute_error: 147.0577
Epoch 1380/5000
148/148 [==============================] - 0s 74us/step - loss: 12915.9613 - mean_absolute_error: 92.2007 - val_loss: 27870.6665 - val_mean_absolute_error: 147.0009
Epoch 1381/5000
148/148 [==============================] - 0s 68us/step - loss: 12904.1948 - mean_absolute_error: 92.1722 - val_loss: 27846.6384 - val_mean_absolute_error: 146.9316
Epoch 1382/5000
148/148 [==============================] - 0s 74us/step - loss: 12894.5555 - mean_absolute_error: 92.1290 - val_loss: 27830.7841 - val_mean_absolute_error: 146.8855
Epoch 1383/5000
148/148 [==============================] - 0s 74us/step - loss: 12884.4285 - mean_absolute_error: 92.1004 - val_loss: 27809.8552 - val_mean_absolute_error: 146.8249
Epoch 1384/5000
148/148 [==============================] - 0s 68us/step - loss: 12874.2116 - mean_absolute_error: 92.0417 - val_loss: 27795.2384 - val_mean_absolute_error: 146.7817
Epoch 1385/5000
148/148 [==============================] - 0s 61us/step - loss: 12865.0459 - mean_absolute_error: 92.0146 - val_loss: 27782.0288 - val_mean_absolute_error: 146.7427
Epoch 1386/5000
148/148 [==============================] - 0s 68us/step - loss: 12857.7360 - mean_absolute_error: 91.9845 - val_loss: 27763.9407 - val_mean_absolute_error: 146.6909
Epoch 1387/5000
148/148 [==============================] - 0s 74us/step - loss: 12848.1189 - mean_absolute_error: 91.9473 - val_loss: 27745.7759 - val_mean_absolute_error: 146.6385
Epoch 1388/5000
148/148 [==============================] - 0s 68us/step - loss: 12840.6642 - mean_absolute_error: 91.9404 - val_loss: 27722.0793 - val_mean_absolute_error: 146.5696
Epoch 1389/5000
148/148 [==============================] - 0s 74us/step - loss: 12827.5210 - mean_absolute_error: 91.8690 - val_loss: 27706.4690 - val_mean_absolute_error: 146.5234
Epoch 1390/5000
148/148 [==============================] - 0s 61us/step - loss: 12817.0130 - mean_absolute_error: 91.8116 - val_loss: 27693.8365 - val_mean_absolute_error: 146.4854
Epoch 1391/5000
148/148 [==============================] - 0s 74us/step - loss: 12811.0397 - mean_absolute_error: 91.7788 - val_loss: 27677.2118 - val_mean_absolute_error: 146.4367
Epoch 1392/5000
148/148 [==============================] - 0s 61us/step - loss: 12802.1900 - mean_absolute_error: 91.7684 - val_loss: 27659.1197 - val_mean_absolute_error: 146.3831
Epoch 1393/5000
148/148 [==============================] - 0s 74us/step - loss: 12793.4954 - mean_absolute_error: 91.7153 - val_loss: 27638.0631 - val_mean_absolute_error: 146.3226
Epoch 1394/5000
148/148 [==============================] - 0s 68us/step - loss: 12783.3044 - mean_absolute_error: 91.6875 - val_loss: 27619.1584 - val_mean_absolute_error: 146.2675
Epoch 1395/5000
148/148 [==============================] - 0s 61us/step - loss: 12775.2297 - mean_absolute_error: 91.6513 - val_loss: 27603.1355 - val_mean_absolute_error: 146.2195
Epoch 1396/5000
148/148 [==============================] - 0s 74us/step - loss: 12764.0593 - mean_absolute_error: 91.5753 - val_loss: 27582.7518 - val_mean_absolute_error: 146.1608
Epoch 1397/5000
148/148 [==============================] - 0s 61us/step - loss: 12753.5485 - mean_absolute_error: 91.5729 - val_loss: 27561.1752 - val_mean_absolute_error: 146.0979
Epoch 1398/5000
148/148 [==============================] - 0s 61us/step - loss: 12742.0721 - mean_absolute_error: 91.5315 - val_loss: 27542.5118 - val_mean_absolute_error: 146.0427
Epoch 1399/5000
148/148 [==============================] - 0s 74us/step - loss: 12733.0647 - mean_absolute_error: 91.4997 - val_loss: 27527.1973 - val_mean_absolute_error: 145.9983
Epoch 1400/5000
148/148 [==============================] - 0s 61us/step - loss: 12727.6457 - mean_absolute_error: 91.4660 - val_loss: 27503.9671 - val_mean_absolute_error: 145.9326
Epoch 1401/5000
148/148 [==============================] - 0s 74us/step - loss: 12719.4074 - mean_absolute_error: 91.4560 - val_loss: 27482.3570 - val_mean_absolute_error: 145.8693
Epoch 1402/5000
148/148 [==============================] - 0s 68us/step - loss: 12705.1848 - mean_absolute_error: 91.3979 - val_loss: 27466.9974 - val_mean_absolute_error: 145.8228
Epoch 1403/5000
148/148 [==============================] - 0s 81us/step - loss: 12696.2411 - mean_absolute_error: 91.3345 - val_loss: 27446.7986 - val_mean_absolute_error: 145.7629
Epoch 1404/5000
148/148 [==============================] - 0s 68us/step - loss: 12685.1606 - mean_absolute_error: 91.2590 - val_loss: 27428.3495 - val_mean_absolute_error: 145.7079
Epoch 1405/5000
148/148 [==============================] - 0s 61us/step - loss: 12677.5875 - mean_absolute_error: 91.2098 - val_loss: 27406.0063 - val_mean_absolute_error: 145.6419
Epoch 1406/5000
148/148 [==============================] - 0s 68us/step - loss: 12666.6788 - mean_absolute_error: 91.1542 - val_loss: 27387.1052 - val_mean_absolute_error: 145.5861
Epoch 1407/5000
148/148 [==============================] - 0s 61us/step - loss: 12657.1648 - mean_absolute_error: 91.1236 - val_loss: 27373.6791 - val_mean_absolute_error: 145.5455
Epoch 1408/5000
148/148 [==============================] - 0s 61us/step - loss: 12647.3022 - mean_absolute_error: 91.0689 - val_loss: 27354.1723 - val_mean_absolute_error: 145.4894
Epoch 1409/5000
148/148 [==============================] - 0s 68us/step - loss: 12639.3664 - mean_absolute_error: 91.0444 - val_loss: 27336.3362 - val_mean_absolute_error: 145.4373
Epoch 1410/5000
148/148 [==============================] - 0s 61us/step - loss: 12628.0798 - mean_absolute_error: 91.0163 - val_loss: 27316.4305 - val_mean_absolute_error: 145.3786
Epoch 1411/5000
148/148 [==============================] - 0s 68us/step - loss: 12618.1973 - mean_absolute_error: 91.0075 - val_loss: 27303.0556 - val_mean_absolute_error: 145.3367
Epoch 1412/5000
148/148 [==============================] - 0s 74us/step - loss: 12610.6113 - mean_absolute_error: 90.9310 - val_loss: 27283.3755 - val_mean_absolute_error: 145.2792
Epoch 1413/5000
148/148 [==============================] - 0s 68us/step - loss: 12600.8304 - mean_absolute_error: 90.9152 - val_loss: 27265.4655 - val_mean_absolute_error: 145.2261
Epoch 1414/5000
148/148 [==============================] - 0s 74us/step - loss: 12593.3281 - mean_absolute_error: 90.8759 - val_loss: 27241.2600 - val_mean_absolute_error: 145.1550
Epoch 1415/5000
148/148 [==============================] - 0s 68us/step - loss: 12583.0085 - mean_absolute_error: 90.8445 - val_loss: 27221.8723 - val_mean_absolute_error: 145.0979
Epoch 1416/5000
148/148 [==============================] - 0s 61us/step - loss: 12573.6706 - mean_absolute_error: 90.8098 - val_loss: 27202.4692 - val_mean_absolute_error: 145.0403
Epoch 1417/5000
148/148 [==============================] - 0s 74us/step - loss: 12561.1002 - mean_absolute_error: 90.7837 - val_loss: 27183.8708 - val_mean_absolute_error: 144.9874
Epoch 1418/5000
148/148 [==============================] - 0s 72us/step - loss: 12552.7044 - mean_absolute_error: 90.7582 - val_loss: 27163.0791 - val_mean_absolute_error: 144.9260
Epoch 1419/5000
148/148 [==============================] - 0s 61us/step - loss: 12541.9778 - mean_absolute_error: 90.7099 - val_loss: 27143.3473 - val_mean_absolute_error: 144.8680
Epoch 1420/5000
148/148 [==============================] - 0s 68us/step - loss: 12532.7639 - mean_absolute_error: 90.7429 - val_loss: 27126.6959 - val_mean_absolute_error: 144.8178
Epoch 1421/5000
148/148 [==============================] - 0s 61us/step - loss: 12522.8764 - mean_absolute_error: 90.6979 - val_loss: 27105.1794 - val_mean_absolute_error: 144.7539
Epoch 1422/5000
148/148 [==============================] - 0s 68us/step - loss: 12511.9266 - mean_absolute_error: 90.6546 - val_loss: 27090.3259 - val_mean_absolute_error: 144.7099
Epoch 1423/5000
148/148 [==============================] - 0s 68us/step - loss: 12508.1849 - mean_absolute_error: 90.6434 - val_loss: 27066.0002 - val_mean_absolute_error: 144.6379
Epoch 1424/5000
148/148 [==============================] - 0s 61us/step - loss: 12492.8334 - mean_absolute_error: 90.5792 - val_loss: 27046.1559 - val_mean_absolute_error: 144.5792
Epoch 1425/5000
148/148 [==============================] - 0s 61us/step - loss: 12486.9068 - mean_absolute_error: 90.5342 - val_loss: 27028.2355 - val_mean_absolute_error: 144.5256
Epoch 1426/5000
148/148 [==============================] - 0s 61us/step - loss: 12475.0901 - mean_absolute_error: 90.5312 - val_loss: 27017.0308 - val_mean_absolute_error: 144.4917
Epoch 1427/5000
148/148 [==============================] - 0s 68us/step - loss: 12468.5150 - mean_absolute_error: 90.5013 - val_loss: 27000.6926 - val_mean_absolute_error: 144.4418
Epoch 1428/5000
148/148 [==============================] - 0s 68us/step - loss: 12460.8629 - mean_absolute_error: 90.4347 - val_loss: 26978.0899 - val_mean_absolute_error: 144.3745
Epoch 1429/5000
148/148 [==============================] - 0s 68us/step - loss: 12448.4191 - mean_absolute_error: 90.3841 - val_loss: 26957.5744 - val_mean_absolute_error: 144.3135
Epoch 1430/5000
148/148 [==============================] - 0s 61us/step - loss: 12438.1715 - mean_absolute_error: 90.3483 - val_loss: 26942.4351 - val_mean_absolute_error: 144.2674
Epoch 1431/5000
148/148 [==============================] - 0s 61us/step - loss: 12435.4886 - mean_absolute_error: 90.3225 - val_loss: 26931.7555 - val_mean_absolute_error: 144.2339
Epoch 1432/5000
148/148 [==============================] - 0s 68us/step - loss: 12425.0193 - mean_absolute_error: 90.2206 - val_loss: 26918.3372 - val_mean_absolute_error: 144.1933
Epoch 1433/5000
148/148 [==============================] - 0s 68us/step - loss: 12419.2684 - mean_absolute_error: 90.1978 - val_loss: 26901.1556 - val_mean_absolute_error: 144.1414
Epoch 1434/5000
148/148 [==============================] - 0s 61us/step - loss: 12408.9357 - mean_absolute_error: 90.1757 - val_loss: 26882.9652 - val_mean_absolute_error: 144.0866
Epoch 1435/5000
148/148 [==============================] - 0s 68us/step - loss: 12400.6033 - mean_absolute_error: 90.1246 - val_loss: 26868.6192 - val_mean_absolute_error: 144.0433
Epoch 1436/5000
148/148 [==============================] - 0s 68us/step - loss: 12392.8899 - mean_absolute_error: 90.1117 - val_loss: 26849.2431 - val_mean_absolute_error: 143.9848
Epoch 1437/5000
148/148 [==============================] - 0s 68us/step - loss: 12381.7619 - mean_absolute_error: 90.0741 - val_loss: 26826.0519 - val_mean_absolute_error: 143.9150
Epoch 1438/5000
148/148 [==============================] - 0s 61us/step - loss: 12373.4887 - mean_absolute_error: 90.0653 - val_loss: 26804.8816 - val_mean_absolute_error: 143.8512
Epoch 1439/5000
148/148 [==============================] - 0s 61us/step - loss: 12361.4989 - mean_absolute_error: 90.0099 - val_loss: 26790.1639 - val_mean_absolute_error: 143.8068
Epoch 1440/5000
148/148 [==============================] - 0s 61us/step - loss: 12353.4611 - mean_absolute_error: 89.9869 - val_loss: 26777.4673 - val_mean_absolute_error: 143.7660
Epoch 1441/5000
148/148 [==============================] - 0s 61us/step - loss: 12345.6694 - mean_absolute_error: 89.9528 - val_loss: 26757.3026 - val_mean_absolute_error: 143.7052
Epoch 1442/5000
148/148 [==============================] - 0s 68us/step - loss: 12334.1293 - mean_absolute_error: 89.9203 - val_loss: 26737.4530 - val_mean_absolute_error: 143.6458
Epoch 1443/5000
148/148 [==============================] - 0s 68us/step - loss: 12326.3785 - mean_absolute_error: 89.8679 - val_loss: 26720.3243 - val_mean_absolute_error: 143.5940
Epoch 1444/5000
148/148 [==============================] - 0s 74us/step - loss: 12316.2409 - mean_absolute_error: 89.8606 - val_loss: 26704.0402 - val_mean_absolute_error: 143.5437
Epoch 1445/5000
148/148 [==============================] - 0s 74us/step - loss: 12309.3426 - mean_absolute_error: 89.8527 - val_loss: 26690.8035 - val_mean_absolute_error: 143.5008
Epoch 1446/5000
148/148 [==============================] - 0s 68us/step - loss: 12300.4429 - mean_absolute_error: 89.7921 - val_loss: 26670.4170 - val_mean_absolute_error: 143.4383
Epoch 1447/5000
148/148 [==============================] - 0s 68us/step - loss: 12290.1064 - mean_absolute_error: 89.7551 - val_loss: 26652.3248 - val_mean_absolute_error: 143.3830
Epoch 1448/5000
148/148 [==============================] - 0s 61us/step - loss: 12280.4181 - mean_absolute_error: 89.6845 - val_loss: 26636.6380 - val_mean_absolute_error: 143.3348
Epoch 1449/5000
148/148 [==============================] - 0s 61us/step - loss: 12272.0520 - mean_absolute_error: 89.6163 - val_loss: 26615.0748 - val_mean_absolute_error: 143.2696
Epoch 1450/5000
148/148 [==============================] - 0s 68us/step - loss: 12262.6825 - mean_absolute_error: 89.5834 - val_loss: 26591.3730 - val_mean_absolute_error: 143.1983
Epoch 1451/5000
148/148 [==============================] - 0s 68us/step - loss: 12254.3105 - mean_absolute_error: 89.5613 - val_loss: 26579.6022 - val_mean_absolute_error: 143.1612
Epoch 1452/5000
148/148 [==============================] - 0s 74us/step - loss: 12244.3041 - mean_absolute_error: 89.5055 - val_loss: 26561.6181 - val_mean_absolute_error: 143.1060
Epoch 1453/5000
148/148 [==============================] - 0s 74us/step - loss: 12235.8651 - mean_absolute_error: 89.4374 - val_loss: 26544.4364 - val_mean_absolute_error: 143.0537
Epoch 1454/5000
148/148 [==============================] - 0s 61us/step - loss: 12227.6012 - mean_absolute_error: 89.3854 - val_loss: 26533.3501 - val_mean_absolute_error: 143.0197
Epoch 1455/5000
148/148 [==============================] - 0s 74us/step - loss: 12221.3936 - mean_absolute_error: 89.3694 - val_loss: 26513.3480 - val_mean_absolute_error: 142.9590
Epoch 1456/5000
148/148 [==============================] - 0s 74us/step - loss: 12211.6781 - mean_absolute_error: 89.3600 - val_loss: 26493.1466 - val_mean_absolute_error: 142.8998
Epoch 1457/5000
148/148 [==============================] - 0s 61us/step - loss: 12203.9950 - mean_absolute_error: 89.3052 - val_loss: 26477.6357 - val_mean_absolute_error: 142.8517
Epoch 1458/5000
148/148 [==============================] - 0s 74us/step - loss: 12191.7483 - mean_absolute_error: 89.3046 - val_loss: 26454.3749 - val_mean_absolute_error: 142.7810
Epoch 1459/5000
148/148 [==============================] - 0s 68us/step - loss: 12180.6931 - mean_absolute_error: 89.2767 - val_loss: 26440.0328 - val_mean_absolute_error: 142.7369
Epoch 1460/5000
148/148 [==============================] - 0s 68us/step - loss: 12173.6569 - mean_absolute_error: 89.2389 - val_loss: 26430.4981 - val_mean_absolute_error: 142.7070
Epoch 1461/5000
148/148 [==============================] - 0s 61us/step - loss: 12168.1822 - mean_absolute_error: 89.2305 - val_loss: 26413.3116 - val_mean_absolute_error: 142.6552
Epoch 1462/5000
148/148 [==============================] - 0s 68us/step - loss: 12161.6212 - mean_absolute_error: 89.1975 - val_loss: 26396.8602 - val_mean_absolute_error: 142.6047
Epoch 1463/5000
148/148 [==============================] - 0s 61us/step - loss: 12152.8381 - mean_absolute_error: 89.1933 - val_loss: 26380.0894 - val_mean_absolute_error: 142.5529
Epoch 1464/5000
148/148 [==============================] - 0s 68us/step - loss: 12142.8511 - mean_absolute_error: 89.1447 - val_loss: 26360.4882 - val_mean_absolute_error: 142.4921
Epoch 1465/5000
148/148 [==============================] - 0s 68us/step - loss: 12134.9381 - mean_absolute_error: 89.1024 - val_loss: 26341.2581 - val_mean_absolute_error: 142.4331
Epoch 1466/5000
148/148 [==============================] - 0s 68us/step - loss: 12122.3878 - mean_absolute_error: 89.0528 - val_loss: 26319.7137 - val_mean_absolute_error: 142.3672
Epoch 1467/5000
148/148 [==============================] - 0s 81us/step - loss: 12110.7917 - mean_absolute_error: 89.0213 - val_loss: 26300.2337 - val_mean_absolute_error: 142.3074
Epoch 1468/5000
148/148 [==============================] - 0s 108us/step - loss: 12103.1613 - mean_absolute_error: 89.0063 - val_loss: 26284.5484 - val_mean_absolute_error: 142.2585
Epoch 1469/5000
148/148 [==============================] - 0s 74us/step - loss: 12094.9501 - mean_absolute_error: 88.9683 - val_loss: 26266.6159 - val_mean_absolute_error: 142.2030
Epoch 1470/5000
148/148 [==============================] - 0s 101us/step - loss: 12087.8546 - mean_absolute_error: 88.9152 - val_loss: 26250.0803 - val_mean_absolute_error: 142.1510
Epoch 1471/5000
148/148 [==============================] - 0s 101us/step - loss: 12077.9008 - mean_absolute_error: 88.8814 - val_loss: 26231.8159 - val_mean_absolute_error: 142.0941
Epoch 1472/5000
148/148 [==============================] - 0s 88us/step - loss: 12066.4892 - mean_absolute_error: 88.7884 - val_loss: 26217.8581 - val_mean_absolute_error: 142.0508
Epoch 1473/5000
148/148 [==============================] - 0s 61us/step - loss: 12061.4258 - mean_absolute_error: 88.7752 - val_loss: 26196.6891 - val_mean_absolute_error: 141.9852
Epoch 1474/5000
148/148 [==============================] - 0s 68us/step - loss: 12048.1652 - mean_absolute_error: 88.7125 - val_loss: 26178.2645 - val_mean_absolute_error: 141.9282
Epoch 1475/5000
148/148 [==============================] - 0s 88us/step - loss: 12040.9522 - mean_absolute_error: 88.6767 - val_loss: 26158.6991 - val_mean_absolute_error: 141.8676
Epoch 1476/5000
148/148 [==============================] - 0s 95us/step - loss: 12031.0359 - mean_absolute_error: 88.6402 - val_loss: 26139.7787 - val_mean_absolute_error: 141.8110
Epoch 1477/5000
148/148 [==============================] - 0s 122us/step - loss: 12019.7486 - mean_absolute_error: 88.6349 - val_loss: 26117.7098 - val_mean_absolute_error: 141.7432
Epoch 1478/5000
148/148 [==============================] - 0s 88us/step - loss: 12010.6545 - mean_absolute_error: 88.6029 - val_loss: 26108.3308 - val_mean_absolute_error: 141.7123
Epoch 1479/5000
148/148 [==============================] - 0s 115us/step - loss: 12009.5401 - mean_absolute_error: 88.5482 - val_loss: 26093.4657 - val_mean_absolute_error: 141.6654
Epoch 1480/5000
148/148 [==============================] - 0s 74us/step - loss: 11997.7307 - mean_absolute_error: 88.5094 - val_loss: 26079.5819 - val_mean_absolute_error: 141.6222
Epoch 1481/5000
148/148 [==============================] - 0s 101us/step - loss: 11991.1834 - mean_absolute_error: 88.4585 - val_loss: 26057.0881 - val_mean_absolute_error: 141.5547
Epoch 1482/5000
148/148 [==============================] - 0s 95us/step - loss: 11980.1063 - mean_absolute_error: 88.4371 - val_loss: 26044.5869 - val_mean_absolute_error: 141.5153
Epoch 1483/5000
148/148 [==============================] - 0s 169us/step - loss: 11972.4643 - mean_absolute_error: 88.3998 - val_loss: 26022.4581 - val_mean_absolute_error: 141.4475
Epoch 1484/5000
148/148 [==============================] - 0s 108us/step - loss: 11964.7846 - mean_absolute_error: 88.3584 - val_loss: 26007.6562 - val_mean_absolute_error: 141.4006
Epoch 1485/5000
148/148 [==============================] - 0s 122us/step - loss: 11954.2768 - mean_absolute_error: 88.2914 - val_loss: 25988.8080 - val_mean_absolute_error: 141.3425
Epoch 1486/5000
148/148 [==============================] - 0s 81us/step - loss: 11946.0470 - mean_absolute_error: 88.2894 - val_loss: 25971.7199 - val_mean_absolute_error: 141.2893
Epoch 1487/5000
148/148 [==============================] - 0s 108us/step - loss: 11938.3830 - mean_absolute_error: 88.2691 - val_loss: 25951.5020 - val_mean_absolute_error: 141.2268
Epoch 1488/5000
148/148 [==============================] - 0s 95us/step - loss: 11930.3943 - mean_absolute_error: 88.2289 - val_loss: 25932.6666 - val_mean_absolute_error: 141.1686
Epoch 1489/5000
148/148 [==============================] - 0s 88us/step - loss: 11919.2801 - mean_absolute_error: 88.1914 - val_loss: 25916.7425 - val_mean_absolute_error: 141.1169
Epoch 1490/5000
148/148 [==============================] - 0s 95us/step - loss: 11910.9499 - mean_absolute_error: 88.1581 - val_loss: 25899.1205 - val_mean_absolute_error: 141.0652
Epoch 1491/5000
148/148 [==============================] - 0s 115us/step - loss: 11899.7834 - mean_absolute_error: 88.1317 - val_loss: 25890.6795 - val_mean_absolute_error: 141.0358
Epoch 1492/5000
148/148 [==============================] - 0s 128us/step - loss: 11896.2712 - mean_absolute_error: 88.0791 - val_loss: 25869.6833 - val_mean_absolute_error: 140.9713
Epoch 1493/5000
148/148 [==============================] - 0s 122us/step - loss: 11881.9328 - mean_absolute_error: 88.0832 - val_loss: 25849.1245 - val_mean_absolute_error: 140.9074
Epoch 1494/5000
148/148 [==============================] - 0s 115us/step - loss: 11873.8831 - mean_absolute_error: 88.0483 - val_loss: 25836.4194 - val_mean_absolute_error: 140.8674
Epoch 1495/5000
148/148 [==============================] - 0s 135us/step - loss: 11866.9997 - mean_absolute_error: 88.0247 - val_loss: 25823.2221 - val_mean_absolute_error: 140.8254
Epoch 1496/5000
148/148 [==============================] - 0s 162us/step - loss: 11859.7959 - mean_absolute_error: 87.9683 - val_loss: 25806.0671 - val_mean_absolute_error: 140.7722
Epoch 1497/5000
148/148 [==============================] - 0s 149us/step - loss: 11851.7750 - mean_absolute_error: 87.9444 - val_loss: 25791.1006 - val_mean_absolute_error: 140.7240
Epoch 1498/5000
148/148 [==============================] - 0s 122us/step - loss: 11843.1000 - mean_absolute_error: 87.8697 - val_loss: 25772.9460 - val_mean_absolute_error: 140.6668
Epoch 1499/5000
148/148 [==============================] - 0s 182us/step - loss: 11838.6901 - mean_absolute_error: 87.8641 - val_loss: 25754.6264 - val_mean_absolute_error: 140.6094
Epoch 1500/5000
148/148 [==============================] - 0s 176us/step - loss: 11828.3500 - mean_absolute_error: 87.8096 - val_loss: 25737.4059 - val_mean_absolute_error: 140.5551
Epoch 1501/5000
148/148 [==============================] - 0s 101us/step - loss: 11818.1725 - mean_absolute_error: 87.7820 - val_loss: 25715.3524 - val_mean_absolute_error: 140.4858
Epoch 1502/5000
148/148 [==============================] - 0s 128us/step - loss: 11806.9892 - mean_absolute_error: 87.7349 - val_loss: 25700.0870 - val_mean_absolute_error: 140.4372
Epoch 1503/5000
148/148 [==============================] - 0s 115us/step - loss: 11800.5624 - mean_absolute_error: 87.7070 - val_loss: 25684.9856 - val_mean_absolute_error: 140.3889
Epoch 1504/5000
148/148 [==============================] - 0s 108us/step - loss: 11790.9594 - mean_absolute_error: 87.6434 - val_loss: 25664.6381 - val_mean_absolute_error: 140.3252
Epoch 1505/5000
148/148 [==============================] - 0s 95us/step - loss: 11781.2922 - mean_absolute_error: 87.5804 - val_loss: 25642.3853 - val_mean_absolute_error: 140.2544
Epoch 1506/5000
148/148 [==============================] - 0s 81us/step - loss: 11771.0503 - mean_absolute_error: 87.5764 - val_loss: 25630.3483 - val_mean_absolute_error: 140.2171
Epoch 1507/5000
148/148 [==============================] - 0s 101us/step - loss: 11762.9684 - mean_absolute_error: 87.5380 - val_loss: 25609.7173 - val_mean_absolute_error: 140.1523
Epoch 1508/5000
148/148 [==============================] - 0s 108us/step - loss: 11754.7565 - mean_absolute_error: 87.5396 - val_loss: 25598.3319 - val_mean_absolute_error: 140.1152
Epoch 1509/5000
148/148 [==============================] - 0s 88us/step - loss: 11747.5011 - mean_absolute_error: 87.4499 - val_loss: 25582.1128 - val_mean_absolute_error: 140.0642
Epoch 1510/5000
148/148 [==============================] - 0s 108us/step - loss: 11741.4006 - mean_absolute_error: 87.4168 - val_loss: 25563.0466 - val_mean_absolute_error: 140.0041
Epoch 1511/5000
148/148 [==============================] - 0s 115us/step - loss: 11730.8060 - mean_absolute_error: 87.3895 - val_loss: 25544.3891 - val_mean_absolute_error: 139.9441
Epoch 1512/5000
148/148 [==============================] - 0s 95us/step - loss: 11725.6025 - mean_absolute_error: 87.3625 - val_loss: 25536.4822 - val_mean_absolute_error: 139.9169
Epoch 1513/5000
148/148 [==============================] - 0s 88us/step - loss: 11716.3793 - mean_absolute_error: 87.2995 - val_loss: 25516.7166 - val_mean_absolute_error: 139.8544
Epoch 1514/5000
148/148 [==============================] - 0s 81us/step - loss: 11708.6989 - mean_absolute_error: 87.2513 - val_loss: 25500.1391 - val_mean_absolute_error: 139.8021
Epoch 1515/5000
148/148 [==============================] - 0s 101us/step - loss: 11702.0930 - mean_absolute_error: 87.2222 - val_loss: 25483.6080 - val_mean_absolute_error: 139.7490
Epoch 1516/5000
148/148 [==============================] - 0s 88us/step - loss: 11689.3820 - mean_absolute_error: 87.2335 - val_loss: 25464.7788 - val_mean_absolute_error: 139.6895
Epoch 1517/5000
148/148 [==============================] - 0s 81us/step - loss: 11679.9868 - mean_absolute_error: 87.1885 - val_loss: 25445.4613 - val_mean_absolute_error: 139.6288
Epoch 1518/5000
148/148 [==============================] - 0s 81us/step - loss: 11671.5227 - mean_absolute_error: 87.1591 - val_loss: 25432.0363 - val_mean_absolute_error: 139.5860
Epoch 1519/5000
148/148 [==============================] - 0s 101us/step - loss: 11664.4456 - mean_absolute_error: 87.1221 - val_loss: 25414.4162 - val_mean_absolute_error: 139.5313
Epoch 1520/5000
148/148 [==============================] - 0s 68us/step - loss: 11657.3254 - mean_absolute_error: 87.1208 - val_loss: 25402.6588 - val_mean_absolute_error: 139.4931
Epoch 1521/5000
148/148 [==============================] - 0s 88us/step - loss: 11649.9076 - mean_absolute_error: 87.0596 - val_loss: 25389.0073 - val_mean_absolute_error: 139.4499
Epoch 1522/5000
148/148 [==============================] - 0s 101us/step - loss: 11645.6781 - mean_absolute_error: 87.0358 - val_loss: 25375.3263 - val_mean_absolute_error: 139.4068
Epoch 1523/5000
148/148 [==============================] - 0s 101us/step - loss: 11635.7115 - mean_absolute_error: 87.0169 - val_loss: 25354.6728 - val_mean_absolute_error: 139.3434
Epoch 1524/5000
148/148 [==============================] - 0s 88us/step - loss: 11622.2563 - mean_absolute_error: 87.0141 - val_loss: 25338.6498 - val_mean_absolute_error: 139.2933
Epoch 1525/5000
148/148 [==============================] - 0s 88us/step - loss: 11614.9668 - mean_absolute_error: 86.9822 - val_loss: 25322.9906 - val_mean_absolute_error: 139.2441
Epoch 1526/5000
148/148 [==============================] - 0s 81us/step - loss: 11607.3123 - mean_absolute_error: 86.9641 - val_loss: 25309.3820 - val_mean_absolute_error: 139.2007
Epoch 1527/5000
148/148 [==============================] - 0s 88us/step - loss: 11599.9304 - mean_absolute_error: 86.8971 - val_loss: 25288.7103 - val_mean_absolute_error: 139.1354
Epoch 1528/5000
148/148 [==============================] - 0s 88us/step - loss: 11590.0310 - mean_absolute_error: 86.8522 - val_loss: 25269.7510 - val_mean_absolute_error: 139.0752
Epoch 1529/5000
148/148 [==============================] - 0s 95us/step - loss: 11584.4545 - mean_absolute_error: 86.7930 - val_loss: 25255.0609 - val_mean_absolute_error: 139.0278
Epoch 1530/5000
148/148 [==============================] - 0s 108us/step - loss: 11573.8969 - mean_absolute_error: 86.7674 - val_loss: 25241.2578 - val_mean_absolute_error: 138.9839
Epoch 1531/5000
148/148 [==============================] - 0s 88us/step - loss: 11570.4996 - mean_absolute_error: 86.7109 - val_loss: 25222.4987 - val_mean_absolute_error: 138.9248
Epoch 1532/5000
148/148 [==============================] - 0s 88us/step - loss: 11558.9328 - mean_absolute_error: 86.6784 - val_loss: 25206.3139 - val_mean_absolute_error: 138.8743
Epoch 1533/5000
148/148 [==============================] - 0s 95us/step - loss: 11551.2404 - mean_absolute_error: 86.6580 - val_loss: 25189.5703 - val_mean_absolute_error: 138.8218
Epoch 1534/5000
148/148 [==============================] - 0s 88us/step - loss: 11545.8235 - mean_absolute_error: 86.6392 - val_loss: 25174.0020 - val_mean_absolute_error: 138.7718
Epoch 1535/5000
148/148 [==============================] - 0s 74us/step - loss: 11535.0970 - mean_absolute_error: 86.5835 - val_loss: 25151.0141 - val_mean_absolute_error: 138.7006
Epoch 1536/5000
148/148 [==============================] - 0s 101us/step - loss: 11521.3998 - mean_absolute_error: 86.5969 - val_loss: 25131.0631 - val_mean_absolute_error: 138.6383
Epoch 1537/5000
148/148 [==============================] - 0s 95us/step - loss: 11512.2542 - mean_absolute_error: 86.5615 - val_loss: 25113.7594 - val_mean_absolute_error: 138.5836
Epoch 1538/5000
148/148 [==============================] - 0s 101us/step - loss: 11505.8640 - mean_absolute_error: 86.5392 - val_loss: 25103.7961 - val_mean_absolute_error: 138.5516
Epoch 1539/5000
148/148 [==============================] - 0s 101us/step - loss: 11500.0099 - mean_absolute_error: 86.5026 - val_loss: 25090.2455 - val_mean_absolute_error: 138.5084
Epoch 1540/5000
148/148 [==============================] - 0s 115us/step - loss: 11490.9691 - mean_absolute_error: 86.4773 - val_loss: 25075.6267 - val_mean_absolute_error: 138.4631
Epoch 1541/5000
148/148 [==============================] - 0s 108us/step - loss: 11485.3345 - mean_absolute_error: 86.4657 - val_loss: 25054.4928 - val_mean_absolute_error: 138.3977
Epoch 1542/5000
148/148 [==============================] - 0s 101us/step - loss: 11476.9335 - mean_absolute_error: 86.4011 - val_loss: 25039.8603 - val_mean_absolute_error: 138.3517
Epoch 1543/5000
148/148 [==============================] - 0s 101us/step - loss: 11467.4050 - mean_absolute_error: 86.3848 - val_loss: 25025.5709 - val_mean_absolute_error: 138.3068
Epoch 1544/5000
148/148 [==============================] - 0s 88us/step - loss: 11460.8862 - mean_absolute_error: 86.3436 - val_loss: 25005.2037 - val_mean_absolute_error: 138.2442
Epoch 1545/5000
148/148 [==============================] - 0s 101us/step - loss: 11451.9515 - mean_absolute_error: 86.2949 - val_loss: 24989.6396 - val_mean_absolute_error: 138.1958
Epoch 1546/5000
148/148 [==============================] - 0s 95us/step - loss: 11439.8072 - mean_absolute_error: 86.3077 - val_loss: 24976.9986 - val_mean_absolute_error: 138.1562
Epoch 1547/5000
148/148 [==============================] - 0s 95us/step - loss: 11432.5740 - mean_absolute_error: 86.2714 - val_loss: 24963.9505 - val_mean_absolute_error: 138.1154
Epoch 1548/5000
148/148 [==============================] - 0s 88us/step - loss: 11427.0157 - mean_absolute_error: 86.2210 - val_loss: 24947.7295 - val_mean_absolute_error: 138.0651
Epoch 1549/5000
148/148 [==============================] - 0s 81us/step - loss: 11423.1463 - mean_absolute_error: 86.1845 - val_loss: 24925.3452 - val_mean_absolute_error: 137.9958
Epoch 1550/5000
148/148 [==============================] - 0s 88us/step - loss: 11409.6033 - mean_absolute_error: 86.1557 - val_loss: 24909.4689 - val_mean_absolute_error: 137.9462
Epoch 1551/5000
148/148 [==============================] - 0s 88us/step - loss: 11402.4462 - mean_absolute_error: 86.1136 - val_loss: 24889.8201 - val_mean_absolute_error: 137.8851
Epoch 1552/5000
148/148 [==============================] - 0s 95us/step - loss: 11393.9198 - mean_absolute_error: 86.1112 - val_loss: 24871.7868 - val_mean_absolute_error: 137.8284
Epoch 1553/5000
148/148 [==============================] - 0s 88us/step - loss: 11383.9240 - mean_absolute_error: 86.0411 - val_loss: 24858.6531 - val_mean_absolute_error: 137.7870
Epoch 1554/5000
148/148 [==============================] - 0s 88us/step - loss: 11377.4323 - mean_absolute_error: 86.0110 - val_loss: 24839.3512 - val_mean_absolute_error: 137.7272
Epoch 1555/5000
148/148 [==============================] - 0s 95us/step - loss: 11368.8612 - mean_absolute_error: 85.9886 - val_loss: 24822.0233 - val_mean_absolute_error: 137.6738
Epoch 1556/5000
148/148 [==============================] - 0s 95us/step - loss: 11359.0973 - mean_absolute_error: 85.9508 - val_loss: 24809.3237 - val_mean_absolute_error: 137.6334
Epoch 1557/5000
148/148 [==============================] - 0s 95us/step - loss: 11353.2086 - mean_absolute_error: 85.9175 - val_loss: 24797.2807 - val_mean_absolute_error: 137.5957
Epoch 1558/5000
148/148 [==============================] - 0s 88us/step - loss: 11348.6258 - mean_absolute_error: 85.9195 - val_loss: 24778.7298 - val_mean_absolute_error: 137.5375
Epoch 1559/5000
148/148 [==============================] - 0s 81us/step - loss: 11338.3657 - mean_absolute_error: 85.8840 - val_loss: 24762.2430 - val_mean_absolute_error: 137.4847
Epoch 1560/5000
148/148 [==============================] - 0s 74us/step - loss: 11329.5032 - mean_absolute_error: 85.8354 - val_loss: 24743.1906 - val_mean_absolute_error: 137.4250
Epoch 1561/5000
148/148 [==============================] - 0s 88us/step - loss: 11320.1502 - mean_absolute_error: 85.8018 - val_loss: 24727.7630 - val_mean_absolute_error: 137.3754
Epoch 1562/5000
148/148 [==============================] - 0s 88us/step - loss: 11314.2631 - mean_absolute_error: 85.7717 - val_loss: 24712.8180 - val_mean_absolute_error: 137.3268
Epoch 1563/5000
148/148 [==============================] - 0s 81us/step - loss: 11304.7687 - mean_absolute_error: 85.7139 - val_loss: 24694.6746 - val_mean_absolute_error: 137.2696
Epoch 1564/5000
148/148 [==============================] - 0s 122us/step - loss: 11296.1550 - mean_absolute_error: 85.7062 - val_loss: 24678.2514 - val_mean_absolute_error: 137.2171
Epoch 1565/5000
148/148 [==============================] - 0s 108us/step - loss: 11286.5636 - mean_absolute_error: 85.6343 - val_loss: 24664.8963 - val_mean_absolute_error: 137.1730
Epoch 1566/5000
148/148 [==============================] - 0s 101us/step - loss: 11280.6683 - mean_absolute_error: 85.5548 - val_loss: 24649.4559 - val_mean_absolute_error: 137.1241
Epoch 1567/5000
148/148 [==============================] - 0s 108us/step - loss: 11272.1067 - mean_absolute_error: 85.5393 - val_loss: 24628.1970 - val_mean_absolute_error: 137.0572
Epoch 1568/5000
148/148 [==============================] - 0s 95us/step - loss: 11263.9797 - mean_absolute_error: 85.5209 - val_loss: 24610.0181 - val_mean_absolute_error: 137.0004
Epoch 1569/5000
148/148 [==============================] - 0s 155us/step - loss: 11251.7284 - mean_absolute_error: 85.4678 - val_loss: 24596.3470 - val_mean_absolute_error: 136.9547
Epoch 1570/5000
148/148 [==============================] - 0s 128us/step - loss: 11245.5273 - mean_absolute_error: 85.3997 - val_loss: 24578.9609 - val_mean_absolute_error: 136.8994
Epoch 1571/5000
148/148 [==============================] - 0s 108us/step - loss: 11236.8656 - mean_absolute_error: 85.3351 - val_loss: 24562.9681 - val_mean_absolute_error: 136.8504
Epoch 1572/5000
148/148 [==============================] - 0s 101us/step - loss: 11231.4055 - mean_absolute_error: 85.3207 - val_loss: 24545.2648 - val_mean_absolute_error: 136.7936
Epoch 1573/5000
148/148 [==============================] - 0s 88us/step - loss: 11221.2797 - mean_absolute_error: 85.2592 - val_loss: 24532.9230 - val_mean_absolute_error: 136.7537
Epoch 1574/5000
148/148 [==============================] - 0s 88us/step - loss: 11217.5085 - mean_absolute_error: 85.2373 - val_loss: 24512.9515 - val_mean_absolute_error: 136.6903
Epoch 1575/5000
148/148 [==============================] - 0s 81us/step - loss: 11207.3180 - mean_absolute_error: 85.1732 - val_loss: 24495.7141 - val_mean_absolute_error: 136.6352
Epoch 1576/5000
148/148 [==============================] - 0s 74us/step - loss: 11196.8569 - mean_absolute_error: 85.1452 - val_loss: 24477.8463 - val_mean_absolute_error: 136.5781
Epoch 1577/5000
148/148 [==============================] - 0s 88us/step - loss: 11189.0911 - mean_absolute_error: 85.1256 - val_loss: 24463.4478 - val_mean_absolute_error: 136.5313
Epoch 1578/5000
148/148 [==============================] - 0s 88us/step - loss: 11183.1189 - mean_absolute_error: 85.0862 - val_loss: 24444.0159 - val_mean_absolute_error: 136.4695
Epoch 1579/5000
148/148 [==============================] - 0s 88us/step - loss: 11172.6804 - mean_absolute_error: 85.0417 - val_loss: 24430.5398 - val_mean_absolute_error: 136.4257
Epoch 1580/5000
148/148 [==============================] - 0s 95us/step - loss: 11164.9815 - mean_absolute_error: 85.0190 - val_loss: 24411.3836 - val_mean_absolute_error: 136.3646
Epoch 1581/5000
148/148 [==============================] - 0s 95us/step - loss: 11154.6722 - mean_absolute_error: 84.9739 - val_loss: 24392.0252 - val_mean_absolute_error: 136.3030
Epoch 1582/5000
148/148 [==============================] - 0s 101us/step - loss: 11147.0472 - mean_absolute_error: 84.9444 - val_loss: 24379.1576 - val_mean_absolute_error: 136.2599
Epoch 1583/5000
148/148 [==============================] - 0s 88us/step - loss: 11140.2192 - mean_absolute_error: 84.9307 - val_loss: 24365.4208 - val_mean_absolute_error: 136.2153
Epoch 1584/5000
148/148 [==============================] - 0s 88us/step - loss: 11133.5743 - mean_absolute_error: 84.8681 - val_loss: 24353.3427 - val_mean_absolute_error: 136.1760
Epoch 1585/5000
148/148 [==============================] - 0s 95us/step - loss: 11124.3282 - mean_absolute_error: 84.8357 - val_loss: 24334.4942 - val_mean_absolute_error: 136.1157
Epoch 1586/5000
148/148 [==============================] - 0s 95us/step - loss: 11117.5131 - mean_absolute_error: 84.8061 - val_loss: 24316.1691 - val_mean_absolute_error: 136.0575
Epoch 1587/5000
148/148 [==============================] - 0s 101us/step - loss: 11108.4911 - mean_absolute_error: 84.7644 - val_loss: 24301.8649 - val_mean_absolute_error: 136.0100
Epoch 1588/5000
148/148 [==============================] - 0s 101us/step - loss: 11099.8542 - mean_absolute_error: 84.7417 - val_loss: 24282.6916 - val_mean_absolute_error: 135.9484
Epoch 1589/5000
148/148 [==============================] - 0s 108us/step - loss: 11089.3334 - mean_absolute_error: 84.7007 - val_loss: 24274.0602 - val_mean_absolute_error: 135.9171
Epoch 1590/5000
148/148 [==============================] - 0s 108us/step - loss: 11085.7286 - mean_absolute_error: 84.6632 - val_loss: 24263.7788 - val_mean_absolute_error: 135.8816
Epoch 1591/5000
148/148 [==============================] - 0s 95us/step - loss: 11079.4304 - mean_absolute_error: 84.6124 - val_loss: 24247.1552 - val_mean_absolute_error: 135.8283
Epoch 1592/5000
148/148 [==============================] - 0s 115us/step - loss: 11067.4336 - mean_absolute_error: 84.6159 - val_loss: 24230.9248 - val_mean_absolute_error: 135.7751
Epoch 1593/5000
148/148 [==============================] - 0s 101us/step - loss: 11059.8035 - mean_absolute_error: 84.6035 - val_loss: 24210.9278 - val_mean_absolute_error: 135.7109
Epoch 1594/5000
148/148 [==============================] - 0s 108us/step - loss: 11052.0555 - mean_absolute_error: 84.5831 - val_loss: 24198.4790 - val_mean_absolute_error: 135.6718
Epoch 1595/5000
148/148 [==============================] - 0s 95us/step - loss: 11046.3350 - mean_absolute_error: 84.5316 - val_loss: 24182.5863 - val_mean_absolute_error: 135.6216
Epoch 1596/5000
148/148 [==============================] - 0s 81us/step - loss: 11037.2154 - mean_absolute_error: 84.5134 - val_loss: 24168.6080 - val_mean_absolute_error: 135.5772
Epoch 1597/5000
148/148 [==============================] - 0s 95us/step - loss: 11031.0532 - mean_absolute_error: 84.5032 - val_loss: 24152.6326 - val_mean_absolute_error: 135.5273
Epoch 1598/5000
148/148 [==============================] - 0s 95us/step - loss: 11021.0104 - mean_absolute_error: 84.4509 - val_loss: 24138.1912 - val_mean_absolute_error: 135.4800
Epoch 1599/5000
148/148 [==============================] - 0s 101us/step - loss: 11014.8663 - mean_absolute_error: 84.4306 - val_loss: 24126.4810 - val_mean_absolute_error: 135.4424
Epoch 1600/5000
148/148 [==============================] - 0s 101us/step - loss: 11006.1607 - mean_absolute_error: 84.3925 - val_loss: 24106.4417 - val_mean_absolute_error: 135.3796
Epoch 1601/5000
148/148 [==============================] - 0s 108us/step - loss: 10998.5917 - mean_absolute_error: 84.3519 - val_loss: 24094.8607 - val_mean_absolute_error: 135.3429
Epoch 1602/5000
148/148 [==============================] - 0s 108us/step - loss: 10994.1615 - mean_absolute_error: 84.3471 - val_loss: 24078.0509 - val_mean_absolute_error: 135.2910
Epoch 1603/5000
148/148 [==============================] - 0s 101us/step - loss: 10985.4407 - mean_absolute_error: 84.3090 - val_loss: 24064.1803 - val_mean_absolute_error: 135.2442
Epoch 1604/5000
148/148 [==============================] - 0s 108us/step - loss: 10974.8043 - mean_absolute_error: 84.2233 - val_loss: 24046.0215 - val_mean_absolute_error: 135.1865
Epoch 1605/5000
148/148 [==============================] - 0s 101us/step - loss: 10966.7413 - mean_absolute_error: 84.2135 - val_loss: 24027.4564 - val_mean_absolute_error: 135.1276
Epoch 1606/5000
148/148 [==============================] - 0s 108us/step - loss: 10957.9382 - mean_absolute_error: 84.1455 - val_loss: 24014.9338 - val_mean_absolute_error: 135.0881
Epoch 1607/5000
148/148 [==============================] - 0s 142us/step - loss: 10950.4670 - mean_absolute_error: 84.1513 - val_loss: 23999.2093 - val_mean_absolute_error: 135.0370
Epoch 1608/5000
148/148 [==============================] - 0s 122us/step - loss: 10944.3600 - mean_absolute_error: 84.1089 - val_loss: 23979.3806 - val_mean_absolute_error: 134.9749
Epoch 1609/5000
148/148 [==============================] - 0s 115us/step - loss: 10935.8323 - mean_absolute_error: 84.0697 - val_loss: 23963.5656 - val_mean_absolute_error: 134.9245
Epoch 1610/5000
148/148 [==============================] - 0s 108us/step - loss: 10928.0626 - mean_absolute_error: 84.0823 - val_loss: 23945.6508 - val_mean_absolute_error: 134.8670
Epoch 1611/5000
148/148 [==============================] - 0s 115us/step - loss: 10917.4334 - mean_absolute_error: 84.0112 - val_loss: 23932.4440 - val_mean_absolute_error: 134.8234
Epoch 1612/5000
148/148 [==============================] - 0s 101us/step - loss: 10911.9121 - mean_absolute_error: 83.9501 - val_loss: 23915.1039 - val_mean_absolute_error: 134.7681
Epoch 1613/5000
148/148 [==============================] - 0s 115us/step - loss: 10903.4303 - mean_absolute_error: 83.9022 - val_loss: 23900.0806 - val_mean_absolute_error: 134.7187
Epoch 1614/5000
148/148 [==============================] - 0s 135us/step - loss: 10894.3427 - mean_absolute_error: 83.8423 - val_loss: 23884.2447 - val_mean_absolute_error: 134.6674
Epoch 1615/5000
148/148 [==============================] - 0s 108us/step - loss: 10887.2645 - mean_absolute_error: 83.7684 - val_loss: 23865.4488 - val_mean_absolute_error: 134.6077
Epoch 1616/5000
148/148 [==============================] - 0s 81us/step - loss: 10879.5874 - mean_absolute_error: 83.7420 - val_loss: 23850.8280 - val_mean_absolute_error: 134.5607
Epoch 1617/5000
148/148 [==============================] - 0s 81us/step - loss: 10873.3285 - mean_absolute_error: 83.7281 - val_loss: 23830.8291 - val_mean_absolute_error: 134.4967
Epoch 1618/5000
148/148 [==============================] - 0s 81us/step - loss: 10862.0503 - mean_absolute_error: 83.6678 - val_loss: 23817.2588 - val_mean_absolute_error: 134.4528
Epoch 1619/5000
148/148 [==============================] - 0s 81us/step - loss: 10853.2387 - mean_absolute_error: 83.6248 - val_loss: 23802.5917 - val_mean_absolute_error: 134.4042
Epoch 1620/5000
148/148 [==============================] - 0s 74us/step - loss: 10847.3101 - mean_absolute_error: 83.6018 - val_loss: 23781.7330 - val_mean_absolute_error: 134.3376
Epoch 1621/5000
148/148 [==============================] - 0s 74us/step - loss: 10845.0201 - mean_absolute_error: 83.5590 - val_loss: 23771.8130 - val_mean_absolute_error: 134.3041
Epoch 1622/5000
148/148 [==============================] - 0s 81us/step - loss: 10830.4387 - mean_absolute_error: 83.5228 - val_loss: 23760.3469 - val_mean_absolute_error: 134.2666
Epoch 1623/5000
148/148 [==============================] - 0s 95us/step - loss: 10823.8569 - mean_absolute_error: 83.4780 - val_loss: 23748.0998 - val_mean_absolute_error: 134.2264
Epoch 1624/5000
148/148 [==============================] - 0s 88us/step - loss: 10818.6282 - mean_absolute_error: 83.4751 - val_loss: 23731.6977 - val_mean_absolute_error: 134.1722
Epoch 1625/5000
148/148 [==============================] - 0s 81us/step - loss: 10813.6026 - mean_absolute_error: 83.4096 - val_loss: 23711.3568 - val_mean_absolute_error: 134.1062
Epoch 1626/5000
148/148 [==============================] - 0s 74us/step - loss: 10799.5641 - mean_absolute_error: 83.3820 - val_loss: 23694.6387 - val_mean_absolute_error: 134.0518
Epoch 1627/5000
148/148 [==============================] - 0s 81us/step - loss: 10793.2824 - mean_absolute_error: 83.3552 - val_loss: 23678.4123 - val_mean_absolute_error: 133.9985
Epoch 1628/5000
148/148 [==============================] - 0s 74us/step - loss: 10783.9109 - mean_absolute_error: 83.2732 - val_loss: 23661.3730 - val_mean_absolute_error: 133.9435
Epoch 1629/5000
148/148 [==============================] - 0s 81us/step - loss: 10776.5592 - mean_absolute_error: 83.2458 - val_loss: 23650.1510 - val_mean_absolute_error: 133.9063
Epoch 1630/5000
148/148 [==============================] - 0s 61us/step - loss: 10771.0679 - mean_absolute_error: 83.1980 - val_loss: 23629.1653 - val_mean_absolute_error: 133.8379
Epoch 1631/5000
148/148 [==============================] - 0s 101us/step - loss: 10757.9667 - mean_absolute_error: 83.1957 - val_loss: 23620.1299 - val_mean_absolute_error: 133.8080
Epoch 1632/5000
148/148 [==============================] - 0s 88us/step - loss: 10753.0328 - mean_absolute_error: 83.1539 - val_loss: 23606.2046 - val_mean_absolute_error: 133.7633
Epoch 1633/5000
148/148 [==============================] - 0s 74us/step - loss: 10744.6020 - mean_absolute_error: 83.1670 - val_loss: 23593.8768 - val_mean_absolute_error: 133.7228
Epoch 1634/5000
148/148 [==============================] - 0s 81us/step - loss: 10739.7147 - mean_absolute_error: 83.1235 - val_loss: 23577.4839 - val_mean_absolute_error: 133.6686
Epoch 1635/5000
148/148 [==============================] - 0s 61us/step - loss: 10731.2654 - mean_absolute_error: 83.0990 - val_loss: 23556.1897 - val_mean_absolute_error: 133.5998
Epoch 1636/5000
148/148 [==============================] - 0s 74us/step - loss: 10721.8681 - mean_absolute_error: 83.0560 - val_loss: 23542.9003 - val_mean_absolute_error: 133.5560
Epoch 1637/5000
148/148 [==============================] - 0s 81us/step - loss: 10715.9432 - mean_absolute_error: 83.0297 - val_loss: 23531.6557 - val_mean_absolute_error: 133.5178
Epoch 1638/5000
148/148 [==============================] - 0s 74us/step - loss: 10711.9012 - mean_absolute_error: 83.0165 - val_loss: 23518.0438 - val_mean_absolute_error: 133.4735
Epoch 1639/5000
148/148 [==============================] - 0s 81us/step - loss: 10703.4548 - mean_absolute_error: 82.9491 - val_loss: 23500.3882 - val_mean_absolute_error: 133.4165
Epoch 1640/5000
148/148 [==============================] - 0s 74us/step - loss: 10692.9567 - mean_absolute_error: 82.9583 - val_loss: 23494.5614 - val_mean_absolute_error: 133.3967
Epoch 1641/5000
148/148 [==============================] - 0s 101us/step - loss: 10690.3614 - mean_absolute_error: 82.9204 - val_loss: 23480.4261 - val_mean_absolute_error: 133.3506
Epoch 1642/5000
148/148 [==============================] - 0s 101us/step - loss: 10684.0350 - mean_absolute_error: 82.8837 - val_loss: 23461.1482 - val_mean_absolute_error: 133.2879
Epoch 1643/5000
148/148 [==============================] - 0s 88us/step - loss: 10675.4764 - mean_absolute_error: 82.8517 - val_loss: 23446.8349 - val_mean_absolute_error: 133.2416
Epoch 1644/5000
148/148 [==============================] - 0s 74us/step - loss: 10666.0327 - mean_absolute_error: 82.8597 - val_loss: 23431.8194 - val_mean_absolute_error: 133.1918
Epoch 1645/5000
148/148 [==============================] - 0s 68us/step - loss: 10659.6795 - mean_absolute_error: 82.8207 - val_loss: 23423.4659 - val_mean_absolute_error: 133.1639
Epoch 1646/5000
148/148 [==============================] - 0s 74us/step - loss: 10653.9648 - mean_absolute_error: 82.7650 - val_loss: 23407.2403 - val_mean_absolute_error: 133.1112
Epoch 1647/5000
148/148 [==============================] - 0s 81us/step - loss: 10644.8016 - mean_absolute_error: 82.7788 - val_loss: 23395.3273 - val_mean_absolute_error: 133.0708
Epoch 1648/5000
148/148 [==============================] - 0s 74us/step - loss: 10639.3614 - mean_absolute_error: 82.7465 - val_loss: 23377.9778 - val_mean_absolute_error: 133.0138
Epoch 1649/5000
148/148 [==============================] - 0s 88us/step - loss: 10630.4176 - mean_absolute_error: 82.7046 - val_loss: 23360.7142 - val_mean_absolute_error: 132.9571
Epoch 1650/5000
148/148 [==============================] - 0s 61us/step - loss: 10623.5594 - mean_absolute_error: 82.6672 - val_loss: 23341.4448 - val_mean_absolute_error: 132.8937
Epoch 1651/5000
148/148 [==============================] - 0s 88us/step - loss: 10614.7454 - mean_absolute_error: 82.6342 - val_loss: 23326.3394 - val_mean_absolute_error: 132.8436
Epoch 1652/5000
148/148 [==============================] - 0s 74us/step - loss: 10607.3871 - mean_absolute_error: 82.6153 - val_loss: 23311.7184 - val_mean_absolute_error: 132.7934
Epoch 1653/5000
148/148 [==============================] - 0s 68us/step - loss: 10599.9110 - mean_absolute_error: 82.5673 - val_loss: 23293.3070 - val_mean_absolute_error: 132.7328
Epoch 1654/5000
148/148 [==============================] - 0s 68us/step - loss: 10591.4227 - mean_absolute_error: 82.5286 - val_loss: 23280.6748 - val_mean_absolute_error: 132.6900
Epoch 1655/5000
148/148 [==============================] - 0s 81us/step - loss: 10584.3979 - mean_absolute_error: 82.4529 - val_loss: 23266.5584 - val_mean_absolute_error: 132.6416
Epoch 1656/5000
148/148 [==============================] - 0s 81us/step - loss: 10575.9790 - mean_absolute_error: 82.4135 - val_loss: 23249.7790 - val_mean_absolute_error: 132.5862
Epoch 1657/5000
148/148 [==============================] - 0s 74us/step - loss: 10567.4582 - mean_absolute_error: 82.3859 - val_loss: 23239.9230 - val_mean_absolute_error: 132.5512
Epoch 1658/5000
148/148 [==============================] - 0s 68us/step - loss: 10563.1900 - mean_absolute_error: 82.3317 - val_loss: 23231.0555 - val_mean_absolute_error: 132.5188
Epoch 1659/5000
148/148 [==============================] - 0s 81us/step - loss: 10556.4633 - mean_absolute_error: 82.2758 - val_loss: 23219.9641 - val_mean_absolute_error: 132.4820
Epoch 1660/5000
148/148 [==============================] - 0s 74us/step - loss: 10552.0000 - mean_absolute_error: 82.3035 - val_loss: 23204.8075 - val_mean_absolute_error: 132.4299
Epoch 1661/5000
148/148 [==============================] - 0s 68us/step - loss: 10543.2942 - mean_absolute_error: 82.2205 - val_loss: 23192.1637 - val_mean_absolute_error: 132.3882
Epoch 1662/5000
148/148 [==============================] - 0s 88us/step - loss: 10540.5489 - mean_absolute_error: 82.2072 - val_loss: 23172.9206 - val_mean_absolute_error: 132.3252
Epoch 1663/5000
148/148 [==============================] - 0s 74us/step - loss: 10528.7463 - mean_absolute_error: 82.1428 - val_loss: 23161.6374 - val_mean_absolute_error: 132.2856
Epoch 1664/5000
148/148 [==============================] - 0s 81us/step - loss: 10522.2783 - mean_absolute_error: 82.0748 - val_loss: 23148.7323 - val_mean_absolute_error: 132.2393
Epoch 1665/5000
148/148 [==============================] - 0s 74us/step - loss: 10514.8189 - mean_absolute_error: 82.0442 - val_loss: 23138.2813 - val_mean_absolute_error: 132.2013
Epoch 1666/5000
148/148 [==============================] - 0s 74us/step - loss: 10507.9932 - mean_absolute_error: 81.9995 - val_loss: 23122.1986 - val_mean_absolute_error: 132.1471
Epoch 1667/5000
148/148 [==============================] - 0s 81us/step - loss: 10498.8777 - mean_absolute_error: 81.9294 - val_loss: 23112.8716 - val_mean_absolute_error: 132.1152
Epoch 1668/5000
148/148 [==============================] - 0s 74us/step - loss: 10495.8935 - mean_absolute_error: 81.8979 - val_loss: 23097.5530 - val_mean_absolute_error: 132.0635
Epoch 1669/5000
148/148 [==============================] - 0s 81us/step - loss: 10488.4659 - mean_absolute_error: 81.8492 - val_loss: 23085.0375 - val_mean_absolute_error: 132.0211
Epoch 1670/5000
148/148 [==============================] - 0s 68us/step - loss: 10484.4900 - mean_absolute_error: 81.8025 - val_loss: 23075.1882 - val_mean_absolute_error: 131.9872
Epoch 1671/5000
148/148 [==============================] - 0s 81us/step - loss: 10476.1811 - mean_absolute_error: 81.7523 - val_loss: 23057.0240 - val_mean_absolute_error: 131.9265
Epoch 1672/5000
148/148 [==============================] - 0s 74us/step - loss: 10469.9268 - mean_absolute_error: 81.7092 - val_loss: 23040.2830 - val_mean_absolute_error: 131.8703
Epoch 1673/5000
148/148 [==============================] - 0s 74us/step - loss: 10459.7170 - mean_absolute_error: 81.6780 - val_loss: 23028.5384 - val_mean_absolute_error: 131.8319
Epoch 1674/5000
148/148 [==============================] - 0s 68us/step - loss: 10451.7533 - mean_absolute_error: 81.6859 - val_loss: 23014.4898 - val_mean_absolute_error: 131.7858
Epoch 1675/5000
148/148 [==============================] - 0s 81us/step - loss: 10442.1961 - mean_absolute_error: 81.6996 - val_loss: 23003.3163 - val_mean_absolute_error: 131.7476
Epoch 1676/5000
148/148 [==============================] - 0s 74us/step - loss: 10435.9852 - mean_absolute_error: 81.6698 - val_loss: 22989.2691 - val_mean_absolute_error: 131.6994
Epoch 1677/5000
148/148 [==============================] - 0s 74us/step - loss: 10430.5362 - mean_absolute_error: 81.6270 - val_loss: 22974.0145 - val_mean_absolute_error: 131.6485
Epoch 1678/5000
148/148 [==============================] - 0s 81us/step - loss: 10422.8224 - mean_absolute_error: 81.5919 - val_loss: 22953.2138 - val_mean_absolute_error: 131.5790
Epoch 1679/5000
148/148 [==============================] - 0s 81us/step - loss: 10414.8886 - mean_absolute_error: 81.5512 - val_loss: 22943.2574 - val_mean_absolute_error: 131.5447
Epoch 1680/5000
148/148 [==============================] - 0s 74us/step - loss: 10408.5572 - mean_absolute_error: 81.5433 - val_loss: 22928.9856 - val_mean_absolute_error: 131.4965
Epoch 1681/5000
148/148 [==============================] - 0s 67us/step - loss: 10400.2538 - mean_absolute_error: 81.5001 - val_loss: 22915.8245 - val_mean_absolute_error: 131.4514
Epoch 1682/5000
148/148 [==============================] - 0s 95us/step - loss: 10395.3868 - mean_absolute_error: 81.4436 - val_loss: 22907.2802 - val_mean_absolute_error: 131.4203
Epoch 1683/5000
148/148 [==============================] - 0s 101us/step - loss: 10390.4313 - mean_absolute_error: 81.4114 - val_loss: 22892.1538 - val_mean_absolute_error: 131.3689
Epoch 1684/5000
148/148 [==============================] - 0s 95us/step - loss: 10380.1232 - mean_absolute_error: 81.4229 - val_loss: 22877.5216 - val_mean_absolute_error: 131.3190
Epoch 1685/5000
148/148 [==============================] - 0s 88us/step - loss: 10371.3665 - mean_absolute_error: 81.3916 - val_loss: 22866.5148 - val_mean_absolute_error: 131.2809
Epoch 1686/5000
148/148 [==============================] - 0s 88us/step - loss: 10367.2395 - mean_absolute_error: 81.3334 - val_loss: 22850.5534 - val_mean_absolute_error: 131.2266
Epoch 1687/5000
148/148 [==============================] - 0s 88us/step - loss: 10359.6866 - mean_absolute_error: 81.2993 - val_loss: 22834.5931 - val_mean_absolute_error: 131.1725
Epoch 1688/5000
148/148 [==============================] - 0s 108us/step - loss: 10351.2581 - mean_absolute_error: 81.2898 - val_loss: 22819.5773 - val_mean_absolute_error: 131.1224
Epoch 1689/5000
148/148 [==============================] - 0s 101us/step - loss: 10344.8401 - mean_absolute_error: 81.2664 - val_loss: 22804.3161 - val_mean_absolute_error: 131.0697
Epoch 1690/5000
148/148 [==============================] - 0s 101us/step - loss: 10339.8637 - mean_absolute_error: 81.2219 - val_loss: 22793.4418 - val_mean_absolute_error: 131.0291
Epoch 1691/5000
148/148 [==============================] - 0s 101us/step - loss: 10329.2690 - mean_absolute_error: 81.1403 - val_loss: 22781.8118 - val_mean_absolute_error: 130.9880
Epoch 1692/5000
148/148 [==============================] - 0s 81us/step - loss: 10322.0029 - mean_absolute_error: 81.1100 - val_loss: 22764.2081 - val_mean_absolute_error: 130.9278
Epoch 1693/5000
148/148 [==============================] - 0s 95us/step - loss: 10314.7446 - mean_absolute_error: 81.0820 - val_loss: 22754.3495 - val_mean_absolute_error: 130.8927
Epoch 1694/5000
148/148 [==============================] - 0s 88us/step - loss: 10309.2854 - mean_absolute_error: 81.0187 - val_loss: 22740.0131 - val_mean_absolute_error: 130.8421
Epoch 1695/5000
148/148 [==============================] - 0s 95us/step - loss: 10301.0609 - mean_absolute_error: 80.9996 - val_loss: 22720.3377 - val_mean_absolute_error: 130.7741
Epoch 1696/5000
148/148 [==============================] - 0s 101us/step - loss: 10294.6211 - mean_absolute_error: 80.9489 - val_loss: 22707.5445 - val_mean_absolute_error: 130.7300
Epoch 1697/5000
148/148 [==============================] - 0s 95us/step - loss: 10286.8471 - mean_absolute_error: 80.9046 - val_loss: 22690.2009 - val_mean_absolute_error: 130.6720
Epoch 1698/5000
148/148 [==============================] - 0s 88us/step - loss: 10278.5642 - mean_absolute_error: 80.8635 - val_loss: 22680.1391 - val_mean_absolute_error: 130.6373
Epoch 1699/5000
148/148 [==============================] - 0s 81us/step - loss: 10271.9562 - mean_absolute_error: 80.8588 - val_loss: 22664.5936 - val_mean_absolute_error: 130.5841
Epoch 1700/5000
148/148 [==============================] - 0s 108us/step - loss: 10264.8155 - mean_absolute_error: 80.8241 - val_loss: 22647.4806 - val_mean_absolute_error: 130.5245
Epoch 1701/5000
148/148 [==============================] - 0s 95us/step - loss: 10255.4113 - mean_absolute_error: 80.7393 - val_loss: 22635.8470 - val_mean_absolute_error: 130.4832
Epoch 1702/5000
148/148 [==============================] - 0s 81us/step - loss: 10250.8366 - mean_absolute_error: 80.7056 - val_loss: 22627.2117 - val_mean_absolute_error: 130.4531
Epoch 1703/5000
148/148 [==============================] - 0s 68us/step - loss: 10245.3219 - mean_absolute_error: 80.6844 - val_loss: 22608.5173 - val_mean_absolute_error: 130.3895
Epoch 1704/5000
148/148 [==============================] - 0s 81us/step - loss: 10234.9720 - mean_absolute_error: 80.6740 - val_loss: 22596.1211 - val_mean_absolute_error: 130.3468
Epoch 1705/5000
148/148 [==============================] - 0s 74us/step - loss: 10226.6956 - mean_absolute_error: 80.6261 - val_loss: 22581.1548 - val_mean_absolute_error: 130.2957
Epoch 1706/5000
148/148 [==============================] - 0s 68us/step - loss: 10220.8543 - mean_absolute_error: 80.5996 - val_loss: 22567.7948 - val_mean_absolute_error: 130.2484
Epoch 1707/5000
148/148 [==============================] - 0s 74us/step - loss: 10213.8609 - mean_absolute_error: 80.5488 - val_loss: 22552.1049 - val_mean_absolute_error: 130.1946
Epoch 1708/5000
148/148 [==============================] - 0s 74us/step - loss: 10207.0463 - mean_absolute_error: 80.5225 - val_loss: 22539.8636 - val_mean_absolute_error: 130.1513
Epoch 1709/5000
148/148 [==============================] - 0s 68us/step - loss: 10199.7511 - mean_absolute_error: 80.4831 - val_loss: 22522.8512 - val_mean_absolute_error: 130.0937
Epoch 1710/5000
148/148 [==============================] - 0s 68us/step - loss: 10186.7308 - mean_absolute_error: 80.4908 - val_loss: 22512.2900 - val_mean_absolute_error: 130.0562
Epoch 1711/5000
148/148 [==============================] - 0s 88us/step - loss: 10182.3401 - mean_absolute_error: 80.4597 - val_loss: 22492.7577 - val_mean_absolute_error: 129.9901
Epoch 1712/5000
148/148 [==============================] - 0s 81us/step - loss: 10171.8381 - mean_absolute_error: 80.4641 - val_loss: 22477.4883 - val_mean_absolute_error: 129.9375
Epoch 1713/5000
148/148 [==============================] - 0s 68us/step - loss: 10164.3400 - mean_absolute_error: 80.4346 - val_loss: 22462.5986 - val_mean_absolute_error: 129.8839
Epoch 1714/5000
148/148 [==============================] - 0s 68us/step - loss: 10156.8064 - mean_absolute_error: 80.3890 - val_loss: 22448.0695 - val_mean_absolute_error: 129.8330
Epoch 1715/5000
148/148 [==============================] - 0s 81us/step - loss: 10150.6111 - mean_absolute_error: 80.3714 - val_loss: 22434.6093 - val_mean_absolute_error: 129.7859
Epoch 1716/5000
148/148 [==============================] - 0s 74us/step - loss: 10146.5521 - mean_absolute_error: 80.3366 - val_loss: 22417.0513 - val_mean_absolute_error: 129.7247
Epoch 1717/5000
148/148 [==============================] - 0s 74us/step - loss: 10136.1657 - mean_absolute_error: 80.2842 - val_loss: 22405.6686 - val_mean_absolute_error: 129.6834
Epoch 1718/5000
148/148 [==============================] - 0s 81us/step - loss: 10133.0113 - mean_absolute_error: 80.2422 - val_loss: 22394.1283 - val_mean_absolute_error: 129.6429
Epoch 1719/5000
148/148 [==============================] - 0s 74us/step - loss: 10123.5122 - mean_absolute_error: 80.2251 - val_loss: 22380.9048 - val_mean_absolute_error: 129.5950
Epoch 1720/5000
148/148 [==============================] - 0s 61us/step - loss: 10116.7742 - mean_absolute_error: 80.1615 - val_loss: 22363.8763 - val_mean_absolute_error: 129.5358
Epoch 1721/5000
148/148 [==============================] - 0s 74us/step - loss: 10112.1980 - mean_absolute_error: 80.1002 - val_loss: 22345.0002 - val_mean_absolute_error: 129.4715
Epoch 1722/5000
148/148 [==============================] - 0s 74us/step - loss: 10099.1834 - mean_absolute_error: 80.0617 - val_loss: 22329.9159 - val_mean_absolute_error: 129.4186
Epoch 1723/5000
148/148 [==============================] - 0s 74us/step - loss: 10094.0224 - mean_absolute_error: 80.0274 - val_loss: 22309.2964 - val_mean_absolute_error: 129.3475
Epoch 1724/5000
148/148 [==============================] - 0s 68us/step - loss: 10081.4079 - mean_absolute_error: 80.0199 - val_loss: 22297.7889 - val_mean_absolute_error: 129.3066
Epoch 1725/5000
148/148 [==============================] - 0s 74us/step - loss: 10074.9728 - mean_absolute_error: 79.9692 - val_loss: 22284.6491 - val_mean_absolute_error: 129.2586
Epoch 1726/5000
148/148 [==============================] - 0s 88us/step - loss: 10068.3563 - mean_absolute_error: 79.9393 - val_loss: 22275.5929 - val_mean_absolute_error: 129.2238
Epoch 1727/5000
148/148 [==============================] - 0s 74us/step - loss: 10062.6107 - mean_absolute_error: 79.8934 - val_loss: 22259.0361 - val_mean_absolute_error: 129.1655
Epoch 1728/5000
148/148 [==============================] - 0s 61us/step - loss: 10056.9978 - mean_absolute_error: 79.8575 - val_loss: 22246.5615 - val_mean_absolute_error: 129.1205
Epoch 1729/5000
148/148 [==============================] - 0s 74us/step - loss: 10049.2251 - mean_absolute_error: 79.8260 - val_loss: 22229.8386 - val_mean_absolute_error: 129.0621
Epoch 1730/5000
148/148 [==============================] - 0s 74us/step - loss: 10042.4267 - mean_absolute_error: 79.7899 - val_loss: 22212.6613 - val_mean_absolute_error: 129.0026
Epoch 1731/5000
148/148 [==============================] - 0s 74us/step - loss: 10032.0606 - mean_absolute_error: 79.7890 - val_loss: 22202.2851 - val_mean_absolute_error: 128.9662
Epoch 1732/5000
148/148 [==============================] - 0s 68us/step - loss: 10026.7377 - mean_absolute_error: 79.7512 - val_loss: 22183.6416 - val_mean_absolute_error: 128.9010
Epoch 1733/5000
148/148 [==============================] - 0s 81us/step - loss: 10017.9045 - mean_absolute_error: 79.7145 - val_loss: 22168.3745 - val_mean_absolute_error: 128.8480
Epoch 1734/5000
148/148 [==============================] - 0s 68us/step - loss: 10011.0965 - mean_absolute_error: 79.6853 - val_loss: 22154.0659 - val_mean_absolute_error: 128.7974
Epoch 1735/5000
148/148 [==============================] - 0s 61us/step - loss: 10005.1195 - mean_absolute_error: 79.6457 - val_loss: 22140.5552 - val_mean_absolute_error: 128.7499
Epoch 1736/5000
148/148 [==============================] - 0s 81us/step - loss: 10002.5837 - mean_absolute_error: 79.6343 - val_loss: 22125.2505 - val_mean_absolute_error: 128.6960
Epoch 1737/5000
148/148 [==============================] - 0s 68us/step - loss: 9991.3283 - mean_absolute_error: 79.6136 - val_loss: 22110.3823 - val_mean_absolute_error: 128.6438
Epoch 1738/5000
148/148 [==============================] - 0s 68us/step - loss: 9984.6773 - mean_absolute_error: 79.6140 - val_loss: 22093.4276 - val_mean_absolute_error: 128.5842
Epoch 1739/5000
148/148 [==============================] - 0s 74us/step - loss: 9976.3441 - mean_absolute_error: 79.5862 - val_loss: 22078.8075 - val_mean_absolute_error: 128.5329
Epoch 1740/5000
148/148 [==============================] - 0s 74us/step - loss: 9967.7972 - mean_absolute_error: 79.5909 - val_loss: 22069.7570 - val_mean_absolute_error: 128.4985
Epoch 1741/5000
148/148 [==============================] - 0s 61us/step - loss: 9962.4728 - mean_absolute_error: 79.5578 - val_loss: 22056.5011 - val_mean_absolute_error: 128.4508
Epoch 1742/5000
148/148 [==============================] - 0s 68us/step - loss: 9956.9189 - mean_absolute_error: 79.5116 - val_loss: 22038.4922 - val_mean_absolute_error: 128.3882
Epoch 1743/5000
148/148 [==============================] - 0s 74us/step - loss: 9947.5907 - mean_absolute_error: 79.5287 - val_loss: 22022.1814 - val_mean_absolute_error: 128.3328
Epoch 1744/5000
148/148 [==============================] - 0s 81us/step - loss: 9940.4118 - mean_absolute_error: 79.4686 - val_loss: 22002.9800 - val_mean_absolute_error: 128.2662
Epoch 1745/5000
148/148 [==============================] - 0s 61us/step - loss: 9932.9162 - mean_absolute_error: 79.4888 - val_loss: 21986.3861 - val_mean_absolute_error: 128.2069
Epoch 1746/5000
148/148 [==============================] - 0s 74us/step - loss: 9925.5356 - mean_absolute_error: 79.4462 - val_loss: 21971.8331 - val_mean_absolute_error: 128.1549
Epoch 1747/5000
148/148 [==============================] - 0s 81us/step - loss: 9918.6462 - mean_absolute_error: 79.4016 - val_loss: 21958.5995 - val_mean_absolute_error: 128.1071
Epoch 1748/5000
148/148 [==============================] - 0s 61us/step - loss: 9911.3309 - mean_absolute_error: 79.3539 - val_loss: 21949.0897 - val_mean_absolute_error: 128.0717
Epoch 1749/5000
148/148 [==============================] - 0s 68us/step - loss: 9905.1931 - mean_absolute_error: 79.2820 - val_loss: 21933.9152 - val_mean_absolute_error: 128.0171
Epoch 1750/5000
148/148 [==============================] - 0s 81us/step - loss: 9898.5696 - mean_absolute_error: 79.2341 - val_loss: 21925.6246 - val_mean_absolute_error: 127.9839
Epoch 1751/5000
148/148 [==============================] - 0s 81us/step - loss: 9894.2910 - mean_absolute_error: 79.1904 - val_loss: 21910.0719 - val_mean_absolute_error: 127.9268
Epoch 1752/5000
148/148 [==============================] - 0s 74us/step - loss: 9885.5523 - mean_absolute_error: 79.1191 - val_loss: 21895.4137 - val_mean_absolute_error: 127.8730
Epoch 1753/5000
148/148 [==============================] - 0s 68us/step - loss: 9878.4871 - mean_absolute_error: 79.0858 - val_loss: 21878.9502 - val_mean_absolute_error: 127.8138
Epoch 1754/5000
148/148 [==============================] - 0s 81us/step - loss: 9867.6176 - mean_absolute_error: 79.0261 - val_loss: 21862.8748 - val_mean_absolute_error: 127.7549
Epoch 1755/5000
148/148 [==============================] - 0s 74us/step - loss: 9861.0030 - mean_absolute_error: 78.9451 - val_loss: 21845.7272 - val_mean_absolute_error: 127.6932
Epoch 1756/5000
148/148 [==============================] - 0s 68us/step - loss: 9853.6692 - mean_absolute_error: 78.9010 - val_loss: 21830.5275 - val_mean_absolute_error: 127.6382
Epoch 1757/5000
148/148 [==============================] - 0s 74us/step - loss: 9845.9924 - mean_absolute_error: 78.8457 - val_loss: 21821.1696 - val_mean_absolute_error: 127.6021
Epoch 1758/5000
148/148 [==============================] - 0s 88us/step - loss: 9841.7043 - mean_absolute_error: 78.8265 - val_loss: 21812.0286 - val_mean_absolute_error: 127.5644
Epoch 1759/5000
148/148 [==============================] - 0s 74us/step - loss: 9834.2744 - mean_absolute_error: 78.7744 - val_loss: 21796.8284 - val_mean_absolute_error: 127.5103
Epoch 1760/5000
148/148 [==============================] - 0s 68us/step - loss: 9825.7480 - mean_absolute_error: 78.7421 - val_loss: 21780.1802 - val_mean_absolute_error: 127.4497
Epoch 1761/5000
148/148 [==============================] - 0s 81us/step - loss: 9818.0348 - mean_absolute_error: 78.6961 - val_loss: 21775.9690 - val_mean_absolute_error: 127.4301
Epoch 1762/5000
148/148 [==============================] - 0s 88us/step - loss: 9812.5048 - mean_absolute_error: 78.6673 - val_loss: 21764.6939 - val_mean_absolute_error: 127.3882
Epoch 1763/5000
148/148 [==============================] - 0s 68us/step - loss: 9805.9333 - mean_absolute_error: 78.6041 - val_loss: 21753.9738 - val_mean_absolute_error: 127.3488
Epoch 1764/5000
148/148 [==============================] - 0s 68us/step - loss: 9799.6652 - mean_absolute_error: 78.5911 - val_loss: 21737.6291 - val_mean_absolute_error: 127.2881
Epoch 1765/5000
148/148 [==============================] - 0s 74us/step - loss: 9793.6556 - mean_absolute_error: 78.5212 - val_loss: 21723.9113 - val_mean_absolute_error: 127.2368
Epoch 1766/5000
148/148 [==============================] - 0s 95us/step - loss: 9788.9042 - mean_absolute_error: 78.4884 - val_loss: 21712.7527 - val_mean_absolute_error: 127.1946
Epoch 1767/5000
148/148 [==============================] - 0s 88us/step - loss: 9779.3076 - mean_absolute_error: 78.4286 - val_loss: 21696.0123 - val_mean_absolute_error: 127.1354
Epoch 1768/5000
148/148 [==============================] - 0s 88us/step - loss: 9770.5372 - mean_absolute_error: 78.4337 - val_loss: 21679.9329 - val_mean_absolute_error: 127.0792
Epoch 1769/5000
148/148 [==============================] - 0s 81us/step - loss: 9764.8281 - mean_absolute_error: 78.3810 - val_loss: 21667.6227 - val_mean_absolute_error: 127.0352
Epoch 1770/5000
148/148 [==============================] - 0s 68us/step - loss: 9758.0867 - mean_absolute_error: 78.3777 - val_loss: 21656.0618 - val_mean_absolute_error: 126.9924
Epoch 1771/5000
148/148 [==============================] - 0s 88us/step - loss: 9752.5274 - mean_absolute_error: 78.3232 - val_loss: 21643.7070 - val_mean_absolute_error: 126.9469
Epoch 1772/5000
148/148 [==============================] - 0s 81us/step - loss: 9745.2136 - mean_absolute_error: 78.2974 - val_loss: 21630.8235 - val_mean_absolute_error: 126.8978
Epoch 1773/5000
148/148 [==============================] - 0s 61us/step - loss: 9737.8092 - mean_absolute_error: 78.2434 - val_loss: 21614.5369 - val_mean_absolute_error: 126.8384
Epoch 1774/5000
148/148 [==============================] - 0s 74us/step - loss: 9730.0063 - mean_absolute_error: 78.2132 - val_loss: 21596.1786 - val_mean_absolute_error: 126.7717
Epoch 1775/5000
148/148 [==============================] - 0s 81us/step - loss: 9725.7258 - mean_absolute_error: 78.1973 - val_loss: 21579.1150 - val_mean_absolute_error: 126.7091
Epoch 1776/5000
148/148 [==============================] - 0s 74us/step - loss: 9715.6395 - mean_absolute_error: 78.1308 - val_loss: 21569.0386 - val_mean_absolute_error: 126.6711
Epoch 1777/5000
148/148 [==============================] - 0s 61us/step - loss: 9707.7596 - mean_absolute_error: 78.0919 - val_loss: 21557.1581 - val_mean_absolute_error: 126.6262
Epoch 1778/5000
148/148 [==============================] - 0s 74us/step - loss: 9702.1779 - mean_absolute_error: 78.0309 - val_loss: 21542.4695 - val_mean_absolute_error: 126.5724
Epoch 1779/5000
148/148 [==============================] - 0s 88us/step - loss: 9695.1386 - mean_absolute_error: 78.0124 - val_loss: 21531.8379 - val_mean_absolute_error: 126.5321
Epoch 1780/5000
148/148 [==============================] - 0s 74us/step - loss: 9688.9908 - mean_absolute_error: 77.9454 - val_loss: 21513.6098 - val_mean_absolute_error: 126.4655
Epoch 1781/5000
148/148 [==============================] - 0s 74us/step - loss: 9680.6410 - mean_absolute_error: 77.9017 - val_loss: 21502.8199 - val_mean_absolute_error: 126.4244
Epoch 1782/5000
148/148 [==============================] - 0s 74us/step - loss: 9674.7150 - mean_absolute_error: 77.8715 - val_loss: 21489.3973 - val_mean_absolute_error: 126.3748
Epoch 1783/5000
148/148 [==============================] - 0s 95us/step - loss: 9664.9016 - mean_absolute_error: 77.8452 - val_loss: 21478.0094 - val_mean_absolute_error: 126.3326
Epoch 1784/5000
148/148 [==============================] - 0s 74us/step - loss: 9660.8013 - mean_absolute_error: 77.8104 - val_loss: 21468.0842 - val_mean_absolute_error: 126.2942
Epoch 1785/5000
148/148 [==============================] - 0s 68us/step - loss: 9652.3227 - mean_absolute_error: 77.7475 - val_loss: 21454.3795 - val_mean_absolute_error: 126.2464
Epoch 1786/5000
148/148 [==============================] - 0s 68us/step - loss: 9648.3310 - mean_absolute_error: 77.7375 - val_loss: 21438.3945 - val_mean_absolute_error: 126.1882
Epoch 1787/5000
148/148 [==============================] - 0s 81us/step - loss: 9639.7687 - mean_absolute_error: 77.6954 - val_loss: 21423.6232 - val_mean_absolute_error: 126.1339
Epoch 1788/5000
148/148 [==============================] - 0s 74us/step - loss: 9632.1908 - mean_absolute_error: 77.6687 - val_loss: 21408.4521 - val_mean_absolute_error: 126.0775
Epoch 1789/5000
148/148 [==============================] - 0s 68us/step - loss: 9624.1385 - mean_absolute_error: 77.6152 - val_loss: 21392.6073 - val_mean_absolute_error: 126.0180
Epoch 1790/5000
148/148 [==============================] - 0s 81us/step - loss: 9618.6295 - mean_absolute_error: 77.5471 - val_loss: 21381.9281 - val_mean_absolute_error: 125.9795
Epoch 1791/5000
148/148 [==============================] - 0s 81us/step - loss: 9609.6479 - mean_absolute_error: 77.5365 - val_loss: 21369.0501 - val_mean_absolute_error: 125.9322
Epoch 1792/5000
148/148 [==============================] - 0s 81us/step - loss: 9603.5155 - mean_absolute_error: 77.4968 - val_loss: 21357.5412 - val_mean_absolute_error: 125.8881
Epoch 1793/5000
148/148 [==============================] - 0s 68us/step - loss: 9594.9447 - mean_absolute_error: 77.4627 - val_loss: 21344.2710 - val_mean_absolute_error: 125.8347
Epoch 1794/5000
148/148 [==============================] - 0s 81us/step - loss: 9591.3861 - mean_absolute_error: 77.4258 - val_loss: 21331.4009 - val_mean_absolute_error: 125.7867
Epoch 1795/5000
148/148 [==============================] - 0s 81us/step - loss: 9582.7524 - mean_absolute_error: 77.3498 - val_loss: 21315.2041 - val_mean_absolute_error: 125.7280
Epoch 1796/5000
148/148 [==============================] - 0s 74us/step - loss: 9576.2005 - mean_absolute_error: 77.3043 - val_loss: 21300.3557 - val_mean_absolute_error: 125.6754
Epoch 1797/5000
148/148 [==============================] - 0s 74us/step - loss: 9567.1529 - mean_absolute_error: 77.3145 - val_loss: 21289.2713 - val_mean_absolute_error: 125.6346
Epoch 1798/5000
148/148 [==============================] - 0s 68us/step - loss: 9562.4354 - mean_absolute_error: 77.2692 - val_loss: 21280.5299 - val_mean_absolute_error: 125.6019
Epoch 1799/5000
148/148 [==============================] - 0s 81us/step - loss: 9556.2818 - mean_absolute_error: 77.2249 - val_loss: 21267.7589 - val_mean_absolute_error: 125.5543
Epoch 1800/5000
148/148 [==============================] - 0s 74us/step - loss: 9550.1849 - mean_absolute_error: 77.1810 - val_loss: 21258.8954 - val_mean_absolute_error: 125.5223
Epoch 1801/5000
148/148 [==============================] - 0s 74us/step - loss: 9543.5909 - mean_absolute_error: 77.1533 - val_loss: 21244.5118 - val_mean_absolute_error: 125.4705
Epoch 1802/5000
148/148 [==============================] - 0s 74us/step - loss: 9536.9872 - mean_absolute_error: 77.1346 - val_loss: 21232.0645 - val_mean_absolute_error: 125.4233
Epoch 1803/5000
148/148 [==============================] - 0s 81us/step - loss: 9529.9093 - mean_absolute_error: 77.0765 - val_loss: 21216.4196 - val_mean_absolute_error: 125.3662
Epoch 1804/5000
148/148 [==============================] - 0s 74us/step - loss: 9522.8547 - mean_absolute_error: 77.0057 - val_loss: 21200.1865 - val_mean_absolute_error: 125.3084
Epoch 1805/5000
148/148 [==============================] - 0s 74us/step - loss: 9514.0061 - mean_absolute_error: 76.9772 - val_loss: 21184.4464 - val_mean_absolute_error: 125.2530
Epoch 1806/5000
148/148 [==============================] - 0s 68us/step - loss: 9509.7158 - mean_absolute_error: 76.9383 - val_loss: 21171.3409 - val_mean_absolute_error: 125.2099
Epoch 1807/5000
148/148 [==============================] - 0s 74us/step - loss: 9500.2776 - mean_absolute_error: 76.9013 - val_loss: 21161.5877 - val_mean_absolute_error: 125.1763
Epoch 1808/5000
148/148 [==============================] - 0s 81us/step - loss: 9496.2836 - mean_absolute_error: 76.8807 - val_loss: 21150.3398 - val_mean_absolute_error: 125.1359
Epoch 1809/5000
148/148 [==============================] - 0s 68us/step - loss: 9489.7096 - mean_absolute_error: 76.8342 - val_loss: 21133.4780 - val_mean_absolute_error: 125.0776
Epoch 1810/5000
148/148 [==============================] - 0s 74us/step - loss: 9480.6815 - mean_absolute_error: 76.7770 - val_loss: 21121.1586 - val_mean_absolute_error: 125.0347
Epoch 1811/5000
148/148 [==============================] - 0s 81us/step - loss: 9474.7281 - mean_absolute_error: 76.7470 - val_loss: 21106.8777 - val_mean_absolute_error: 124.9857
Epoch 1812/5000
148/148 [==============================] - 0s 61us/step - loss: 9466.2737 - mean_absolute_error: 76.7205 - val_loss: 21098.1888 - val_mean_absolute_error: 124.9524
Epoch 1813/5000
148/148 [==============================] - 0s 74us/step - loss: 9463.0426 - mean_absolute_error: 76.7189 - val_loss: 21086.8046 - val_mean_absolute_error: 124.9115
Epoch 1814/5000
148/148 [==============================] - 0s 74us/step - loss: 9457.0744 - mean_absolute_error: 76.6719 - val_loss: 21071.2641 - val_mean_absolute_error: 124.8583
Epoch 1815/5000
148/148 [==============================] - 0s 68us/step - loss: 9447.8040 - mean_absolute_error: 76.6322 - val_loss: 21055.4202 - val_mean_absolute_error: 124.8037
Epoch 1816/5000
148/148 [==============================] - 0s 61us/step - loss: 9438.3407 - mean_absolute_error: 76.5685 - val_loss: 21040.2999 - val_mean_absolute_error: 124.7512
Epoch 1817/5000
148/148 [==============================] - 0s 74us/step - loss: 9435.3191 - mean_absolute_error: 76.5376 - val_loss: 21024.5225 - val_mean_absolute_error: 124.6954
Epoch 1818/5000
148/148 [==============================] - 0s 74us/step - loss: 9425.4871 - mean_absolute_error: 76.4901 - val_loss: 21011.2427 - val_mean_absolute_error: 124.6492
Epoch 1819/5000
148/148 [==============================] - 0s 61us/step - loss: 9418.8114 - mean_absolute_error: 76.4808 - val_loss: 20997.2722 - val_mean_absolute_error: 124.6007
Epoch 1820/5000
148/148 [==============================] - 0s 68us/step - loss: 9411.6479 - mean_absolute_error: 76.4478 - val_loss: 20984.8537 - val_mean_absolute_error: 124.5546
Epoch 1821/5000
148/148 [==============================] - 0s 88us/step - loss: 9403.9478 - mean_absolute_error: 76.3678 - val_loss: 20971.7553 - val_mean_absolute_error: 124.5094
Epoch 1822/5000
148/148 [==============================] - 0s 74us/step - loss: 9398.9693 - mean_absolute_error: 76.3530 - val_loss: 20961.4798 - val_mean_absolute_error: 124.4740
Epoch 1823/5000
148/148 [==============================] - 0s 61us/step - loss: 9390.1798 - mean_absolute_error: 76.3150 - val_loss: 20949.7682 - val_mean_absolute_error: 124.4298
Epoch 1824/5000
148/148 [==============================] - 0s 74us/step - loss: 9383.2725 - mean_absolute_error: 76.2745 - val_loss: 20936.2752 - val_mean_absolute_error: 124.3838
Epoch 1825/5000
148/148 [==============================] - 0s 74us/step - loss: 9376.5370 - mean_absolute_error: 76.2227 - val_loss: 20921.6870 - val_mean_absolute_error: 124.3343
Epoch 1826/5000
148/148 [==============================] - 0s 88us/step - loss: 9369.8577 - mean_absolute_error: 76.1943 - val_loss: 20912.4095 - val_mean_absolute_error: 124.3045
Epoch 1827/5000
148/148 [==============================] - 0s 68us/step - loss: 9363.2323 - mean_absolute_error: 76.1630 - val_loss: 20902.6570 - val_mean_absolute_error: 124.2732
Epoch 1828/5000
148/148 [==============================] - 0s 81us/step - loss: 9358.0913 - mean_absolute_error: 76.1179 - val_loss: 20892.4528 - val_mean_absolute_error: 124.2386
Epoch 1829/5000
148/148 [==============================] - 0s 74us/step - loss: 9351.3283 - mean_absolute_error: 76.1531 - val_loss: 20877.7213 - val_mean_absolute_error: 124.1879
Epoch 1830/5000
148/148 [==============================] - 0s 61us/step - loss: 9344.2669 - mean_absolute_error: 76.1002 - val_loss: 20864.9601 - val_mean_absolute_error: 124.1429
Epoch 1831/5000
148/148 [==============================] - 0s 74us/step - loss: 9338.2890 - mean_absolute_error: 76.0675 - val_loss: 20859.2453 - val_mean_absolute_error: 124.1237
Epoch 1832/5000
148/148 [==============================] - 0s 74us/step - loss: 9334.2486 - mean_absolute_error: 76.0227 - val_loss: 20846.4898 - val_mean_absolute_error: 124.0805
Epoch 1833/5000
148/148 [==============================] - 0s 68us/step - loss: 9329.0665 - mean_absolute_error: 75.9898 - val_loss: 20834.0402 - val_mean_absolute_error: 124.0383
Epoch 1834/5000
148/148 [==============================] - 0s 68us/step - loss: 9323.1013 - mean_absolute_error: 75.9867 - val_loss: 20823.2344 - val_mean_absolute_error: 124.0048
Epoch 1835/5000
148/148 [==============================] - 0s 81us/step - loss: 9316.3427 - mean_absolute_error: 75.9275 - val_loss: 20810.7395 - val_mean_absolute_error: 123.9601
Epoch 1836/5000
148/148 [==============================] - 0s 74us/step - loss: 9309.5267 - mean_absolute_error: 75.8951 - val_loss: 20802.1815 - val_mean_absolute_error: 123.9291
Epoch 1837/5000
148/148 [==============================] - 0s 68us/step - loss: 9302.3568 - mean_absolute_error: 75.8471 - val_loss: 20785.1321 - val_mean_absolute_error: 123.8703
Epoch 1838/5000
148/148 [==============================] - 0s 74us/step - loss: 9296.2817 - mean_absolute_error: 75.8150 - val_loss: 20778.3713 - val_mean_absolute_error: 123.8482
Epoch 1839/5000
148/148 [==============================] - 0s 74us/step - loss: 9289.9364 - mean_absolute_error: 75.7789 - val_loss: 20765.4001 - val_mean_absolute_error: 123.8052
Epoch 1840/5000
148/148 [==============================] - 0s 88us/step - loss: 9283.4262 - mean_absolute_error: 75.7279 - val_loss: 20750.2818 - val_mean_absolute_error: 123.7529
Epoch 1841/5000
148/148 [==============================] - 0s 61us/step - loss: 9278.5526 - mean_absolute_error: 75.7044 - val_loss: 20738.7959 - val_mean_absolute_error: 123.7172
Epoch 1842/5000
148/148 [==============================] - 0s 88us/step - loss: 9271.3889 - mean_absolute_error: 75.7123 - val_loss: 20724.5873 - val_mean_absolute_error: 123.6653
Epoch 1843/5000
148/148 [==============================] - 0s 74us/step - loss: 9264.3438 - mean_absolute_error: 75.6344 - val_loss: 20712.3092 - val_mean_absolute_error: 123.6232
Epoch 1844/5000
148/148 [==============================] - 0s 74us/step - loss: 9256.2558 - mean_absolute_error: 75.5614 - val_loss: 20702.2094 - val_mean_absolute_error: 123.5887
Epoch 1845/5000
148/148 [==============================] - 0s 68us/step - loss: 9252.6699 - mean_absolute_error: 75.5476 - val_loss: 20684.3030 - val_mean_absolute_error: 123.5265
Epoch 1846/5000
148/148 [==============================] - 0s 74us/step - loss: 9242.1432 - mean_absolute_error: 75.5093 - val_loss: 20670.7980 - val_mean_absolute_error: 123.4804
Epoch 1847/5000
148/148 [==============================] - 0s 74us/step - loss: 9235.5150 - mean_absolute_error: 75.4855 - val_loss: 20659.5238 - val_mean_absolute_error: 123.4425
Epoch 1848/5000
148/148 [==============================] - 0s 74us/step - loss: 9230.4179 - mean_absolute_error: 75.4740 - val_loss: 20642.6152 - val_mean_absolute_error: 123.3851
Epoch 1849/5000
148/148 [==============================] - 0s 61us/step - loss: 9221.2625 - mean_absolute_error: 75.4545 - val_loss: 20631.1022 - val_mean_absolute_error: 123.3459
Epoch 1850/5000
148/148 [==============================] - 0s 74us/step - loss: 9214.7440 - mean_absolute_error: 75.3680 - val_loss: 20620.3133 - val_mean_absolute_error: 123.3089
Epoch 1851/5000
148/148 [==============================] - 0s 74us/step - loss: 9210.2131 - mean_absolute_error: 75.3597 - val_loss: 20607.4501 - val_mean_absolute_error: 123.2641
Epoch 1852/5000
148/148 [==============================] - 0s 74us/step - loss: 9201.6143 - mean_absolute_error: 75.3131 - val_loss: 20595.8679 - val_mean_absolute_error: 123.2258
Epoch 1853/5000
148/148 [==============================] - 0s 68us/step - loss: 9195.3563 - mean_absolute_error: 75.2843 - val_loss: 20577.7538 - val_mean_absolute_error: 123.1638
Epoch 1854/5000
148/148 [==============================] - 0s 81us/step - loss: 9189.8993 - mean_absolute_error: 75.2090 - val_loss: 20568.3930 - val_mean_absolute_error: 123.1287
Epoch 1855/5000
148/148 [==============================] - 0s 61us/step - loss: 9184.6978 - mean_absolute_error: 75.1639 - val_loss: 20553.8376 - val_mean_absolute_error: 123.0786
Epoch 1856/5000
148/148 [==============================] - 0s 68us/step - loss: 9174.9591 - mean_absolute_error: 75.1446 - val_loss: 20544.0659 - val_mean_absolute_error: 123.0447
Epoch 1857/5000
148/148 [==============================] - 0s 81us/step - loss: 9170.2978 - mean_absolute_error: 75.1354 - val_loss: 20530.9333 - val_mean_absolute_error: 122.9968
Epoch 1858/5000
148/148 [==============================] - 0s 74us/step - loss: 9165.0800 - mean_absolute_error: 75.0770 - val_loss: 20519.0752 - val_mean_absolute_error: 122.9549
Epoch 1859/5000
148/148 [==============================] - 0s 68us/step - loss: 9158.1400 - mean_absolute_error: 75.0126 - val_loss: 20504.2208 - val_mean_absolute_error: 122.9031
Epoch 1860/5000
148/148 [==============================] - 0s 68us/step - loss: 9152.7526 - mean_absolute_error: 74.9933 - val_loss: 20491.3731 - val_mean_absolute_error: 122.8585
Epoch 1861/5000
148/148 [==============================] - 0s 88us/step - loss: 9144.7830 - mean_absolute_error: 74.9585 - val_loss: 20479.6152 - val_mean_absolute_error: 122.8211
Epoch 1862/5000
148/148 [==============================] - 0s 74us/step - loss: 9140.4150 - mean_absolute_error: 74.9574 - val_loss: 20462.1522 - val_mean_absolute_error: 122.7638
Epoch 1863/5000
148/148 [==============================] - 0s 61us/step - loss: 9130.0407 - mean_absolute_error: 74.9293 - val_loss: 20449.2738 - val_mean_absolute_error: 122.7195
Epoch 1864/5000
148/148 [==============================] - 0s 74us/step - loss: 9126.9218 - mean_absolute_error: 74.9332 - val_loss: 20440.8376 - val_mean_absolute_error: 122.6918
Epoch 1865/5000
148/148 [==============================] - 0s 74us/step - loss: 9118.9110 - mean_absolute_error: 74.8873 - val_loss: 20426.4602 - val_mean_absolute_error: 122.6423
Epoch 1866/5000
148/148 [==============================] - 0s 68us/step - loss: 9112.2582 - mean_absolute_error: 74.8322 - val_loss: 20412.5157 - val_mean_absolute_error: 122.5943
Epoch 1867/5000
148/148 [==============================] - 0s 74us/step - loss: 9105.6408 - mean_absolute_error: 74.8165 - val_loss: 20396.7675 - val_mean_absolute_error: 122.5403
Epoch 1868/5000
148/148 [==============================] - 0s 81us/step - loss: 9101.7360 - mean_absolute_error: 74.8029 - val_loss: 20384.6415 - val_mean_absolute_error: 122.5006
Epoch 1869/5000
148/148 [==============================] - 0s 74us/step - loss: 9094.2892 - mean_absolute_error: 74.7576 - val_loss: 20377.2845 - val_mean_absolute_error: 122.4780
Epoch 1870/5000
148/148 [==============================] - 0s 68us/step - loss: 9086.3236 - mean_absolute_error: 74.7219 - val_loss: 20362.6237 - val_mean_absolute_error: 122.4267
Epoch 1871/5000
148/148 [==============================] - 0s 74us/step - loss: 9084.3491 - mean_absolute_error: 74.7150 - val_loss: 20348.6969 - val_mean_absolute_error: 122.3804
Epoch 1872/5000
148/148 [==============================] - 0s 74us/step - loss: 9073.3801 - mean_absolute_error: 74.6540 - val_loss: 20339.7984 - val_mean_absolute_error: 122.3514
Epoch 1873/5000
148/148 [==============================] - 0s 74us/step - loss: 9068.9379 - mean_absolute_error: 74.6239 - val_loss: 20332.4813 - val_mean_absolute_error: 122.3249
Epoch 1874/5000
148/148 [==============================] - 0s 68us/step - loss: 9066.0901 - mean_absolute_error: 74.5836 - val_loss: 20317.6971 - val_mean_absolute_error: 122.2732
Epoch 1875/5000
148/148 [==============================] - 0s 88us/step - loss: 9060.6097 - mean_absolute_error: 74.5389 - val_loss: 20307.3330 - val_mean_absolute_error: 122.2362
Epoch 1876/5000
148/148 [==============================] - 0s 68us/step - loss: 9050.7682 - mean_absolute_error: 74.5027 - val_loss: 20296.0873 - val_mean_absolute_error: 122.1988
Epoch 1877/5000
148/148 [==============================] - 0s 81us/step - loss: 9045.6441 - mean_absolute_error: 74.4485 - val_loss: 20279.4167 - val_mean_absolute_error: 122.1437
Epoch 1878/5000
148/148 [==============================] - 0s 74us/step - loss: 9039.1924 - mean_absolute_error: 74.4198 - val_loss: 20268.2095 - val_mean_absolute_error: 122.1031
Epoch 1879/5000
148/148 [==============================] - 0s 74us/step - loss: 9031.7248 - mean_absolute_error: 74.3826 - val_loss: 20263.3880 - val_mean_absolute_error: 122.0845
Epoch 1880/5000
148/148 [==============================] - 0s 95us/step - loss: 9027.7371 - mean_absolute_error: 74.3272 - val_loss: 20255.6565 - val_mean_absolute_error: 122.0569
Epoch 1881/5000
148/148 [==============================] - 0s 88us/step - loss: 9024.6664 - mean_absolute_error: 74.2970 - val_loss: 20238.3262 - val_mean_absolute_error: 121.9983
Epoch 1882/5000
148/148 [==============================] - 0s 88us/step - loss: 9014.0188 - mean_absolute_error: 74.3066 - val_loss: 20224.5593 - val_mean_absolute_error: 121.9501
Epoch 1883/5000
148/148 [==============================] - 0s 88us/step - loss: 9007.7462 - mean_absolute_error: 74.2889 - val_loss: 20213.1639 - val_mean_absolute_error: 121.9094
Epoch 1884/5000
148/148 [==============================] - 0s 81us/step - loss: 9003.1539 - mean_absolute_error: 74.2457 - val_loss: 20203.2500 - val_mean_absolute_error: 121.8764
Epoch 1885/5000
148/148 [==============================] - 0s 81us/step - loss: 8996.8780 - mean_absolute_error: 74.1931 - val_loss: 20187.9728 - val_mean_absolute_error: 121.8209
Epoch 1886/5000
148/148 [==============================] - 0s 81us/step - loss: 8990.0018 - mean_absolute_error: 74.1247 - val_loss: 20179.4282 - val_mean_absolute_error: 121.7935
Epoch 1887/5000
148/148 [==============================] - 0s 68us/step - loss: 8984.4410 - mean_absolute_error: 74.1008 - val_loss: 20165.5977 - val_mean_absolute_error: 121.7441
Epoch 1888/5000
148/148 [==============================] - 0s 74us/step - loss: 8978.1245 - mean_absolute_error: 74.0828 - val_loss: 20152.2230 - val_mean_absolute_error: 121.6999
Epoch 1889/5000
148/148 [==============================] - 0s 88us/step - loss: 8970.7191 - mean_absolute_error: 74.0288 - val_loss: 20137.3019 - val_mean_absolute_error: 121.6463
Epoch 1890/5000
148/148 [==============================] - 0s 74us/step - loss: 8964.9785 - mean_absolute_error: 74.0184 - val_loss: 20124.9036 - val_mean_absolute_error: 121.6031
Epoch 1891/5000
148/148 [==============================] - 0s 68us/step - loss: 8959.1245 - mean_absolute_error: 73.9942 - val_loss: 20115.0407 - val_mean_absolute_error: 121.5695
Epoch 1892/5000
148/148 [==============================] - 0s 74us/step - loss: 8955.3964 - mean_absolute_error: 73.9783 - val_loss: 20101.4212 - val_mean_absolute_error: 121.5208
Epoch 1893/5000
148/148 [==============================] - 0s 81us/step - loss: 8948.6478 - mean_absolute_error: 73.9339 - val_loss: 20090.6148 - val_mean_absolute_error: 121.4878
Epoch 1894/5000
148/148 [==============================] - 0s 81us/step - loss: 8940.9432 - mean_absolute_error: 73.8800 - val_loss: 20074.4167 - val_mean_absolute_error: 121.4287
Epoch 1895/5000
148/148 [==============================] - 0s 74us/step - loss: 8937.2823 - mean_absolute_error: 73.8353 - val_loss: 20062.3503 - val_mean_absolute_error: 121.3835
Epoch 1896/5000
148/148 [==============================] - 0s 81us/step - loss: 8927.3632 - mean_absolute_error: 73.7477 - val_loss: 20057.7105 - val_mean_absolute_error: 121.3659
Epoch 1897/5000
148/148 [==============================] - 0s 81us/step - loss: 8924.3657 - mean_absolute_error: 73.7021 - val_loss: 20045.7281 - val_mean_absolute_error: 121.3254
Epoch 1898/5000
148/148 [==============================] - 0s 81us/step - loss: 8916.0186 - mean_absolute_error: 73.7042 - val_loss: 20033.1113 - val_mean_absolute_error: 121.2796
Epoch 1899/5000
148/148 [==============================] - 0s 81us/step - loss: 8909.2913 - mean_absolute_error: 73.6563 - val_loss: 20026.4972 - val_mean_absolute_error: 121.2611
Epoch 1900/5000
148/148 [==============================] - 0s 95us/step - loss: 8905.7816 - mean_absolute_error: 73.6392 - val_loss: 20014.3310 - val_mean_absolute_error: 121.2224
Epoch 1901/5000
148/148 [==============================] - 0s 81us/step - loss: 8900.8007 - mean_absolute_error: 73.6143 - val_loss: 20004.4323 - val_mean_absolute_error: 121.1857
Epoch 1902/5000
148/148 [==============================] - 0s 81us/step - loss: 8895.5457 - mean_absolute_error: 73.5622 - val_loss: 19997.1059 - val_mean_absolute_error: 121.1587
Epoch 1903/5000
148/148 [==============================] - 0s 74us/step - loss: 8890.9742 - mean_absolute_error: 73.5328 - val_loss: 19985.7174 - val_mean_absolute_error: 121.1159
Epoch 1904/5000
148/148 [==============================] - 0s 81us/step - loss: 8887.1076 - mean_absolute_error: 73.5140 - val_loss: 19973.1594 - val_mean_absolute_error: 121.0741
Epoch 1905/5000
148/148 [==============================] - 0s 74us/step - loss: 8879.4236 - mean_absolute_error: 73.4475 - val_loss: 19956.7144 - val_mean_absolute_error: 121.0156
Epoch 1906/5000
148/148 [==============================] - 0s 68us/step - loss: 8873.5909 - mean_absolute_error: 73.4134 - val_loss: 19939.3851 - val_mean_absolute_error: 120.9568
Epoch 1907/5000
148/148 [==============================] - 0s 74us/step - loss: 8862.5134 - mean_absolute_error: 73.4168 - val_loss: 19925.4542 - val_mean_absolute_error: 120.9068
Epoch 1908/5000
148/148 [==============================] - 0s 74us/step - loss: 8856.4974 - mean_absolute_error: 73.3913 - val_loss: 19918.8316 - val_mean_absolute_error: 120.8813
Epoch 1909/5000
148/148 [==============================] - 0s 68us/step - loss: 8853.7956 - mean_absolute_error: 73.3520 - val_loss: 19904.0228 - val_mean_absolute_error: 120.8288
Epoch 1910/5000
148/148 [==============================] - 0s 81us/step - loss: 8844.3476 - mean_absolute_error: 73.3153 - val_loss: 19892.5098 - val_mean_absolute_error: 120.7876
Epoch 1911/5000
148/148 [==============================] - 0s 81us/step - loss: 8841.0482 - mean_absolute_error: 73.2670 - val_loss: 19879.2274 - val_mean_absolute_error: 120.7472
Epoch 1912/5000
148/148 [==============================] - 0s 74us/step - loss: 8831.7209 - mean_absolute_error: 73.2684 - val_loss: 19868.5573 - val_mean_absolute_error: 120.7073
Epoch 1913/5000
148/148 [==============================] - 0s 81us/step - loss: 8826.5688 - mean_absolute_error: 73.2400 - val_loss: 19857.0588 - val_mean_absolute_error: 120.6644
Epoch 1914/5000
148/148 [==============================] - 0s 74us/step - loss: 8821.1291 - mean_absolute_error: 73.2130 - val_loss: 19844.7726 - val_mean_absolute_error: 120.6191
Epoch 1915/5000
148/148 [==============================] - 0s 81us/step - loss: 8814.6636 - mean_absolute_error: 73.1625 - val_loss: 19835.8060 - val_mean_absolute_error: 120.5840
Epoch 1916/5000
148/148 [==============================] - 0s 81us/step - loss: 8811.9426 - mean_absolute_error: 73.1398 - val_loss: 19824.3398 - val_mean_absolute_error: 120.5407
Epoch 1917/5000
148/148 [==============================] - 0s 81us/step - loss: 8804.9118 - mean_absolute_error: 73.0956 - val_loss: 19812.3544 - val_mean_absolute_error: 120.4989
Epoch 1918/5000
148/148 [==============================] - 0s 74us/step - loss: 8798.3463 - mean_absolute_error: 73.0792 - val_loss: 19803.1246 - val_mean_absolute_error: 120.4651
Epoch 1919/5000
148/148 [==============================] - 0s 81us/step - loss: 8794.4857 - mean_absolute_error: 73.0156 - val_loss: 19786.7420 - val_mean_absolute_error: 120.4053
Epoch 1920/5000
148/148 [==============================] - 0s 74us/step - loss: 8787.2694 - mean_absolute_error: 72.9547 - val_loss: 19778.7866 - val_mean_absolute_error: 120.3763
Epoch 1921/5000
148/148 [==============================] - 0s 81us/step - loss: 8783.5113 - mean_absolute_error: 72.9222 - val_loss: 19762.3051 - val_mean_absolute_error: 120.3169
Epoch 1922/5000
148/148 [==============================] - 0s 95us/step - loss: 8773.6694 - mean_absolute_error: 72.8678 - val_loss: 19753.8864 - val_mean_absolute_error: 120.2887
Epoch 1923/5000
148/148 [==============================] - 0s 68us/step - loss: 8771.0502 - mean_absolute_error: 72.8650 - val_loss: 19742.9620 - val_mean_absolute_error: 120.2487
Epoch 1924/5000
148/148 [==============================] - 0s 74us/step - loss: 8764.2339 - mean_absolute_error: 72.8051 - val_loss: 19733.1539 - val_mean_absolute_error: 120.2159
Epoch 1925/5000
148/148 [==============================] - 0s 81us/step - loss: 8758.4673 - mean_absolute_error: 72.7941 - val_loss: 19725.7745 - val_mean_absolute_error: 120.1945
Epoch 1926/5000
148/148 [==============================] - 0s 61us/step - loss: 8753.7483 - mean_absolute_error: 72.7608 - val_loss: 19710.3544 - val_mean_absolute_error: 120.1408
Epoch 1927/5000
148/148 [==============================] - 0s 74us/step - loss: 8745.3863 - mean_absolute_error: 72.7319 - val_loss: 19706.3390 - val_mean_absolute_error: 120.1273
Epoch 1928/5000
148/148 [==============================] - 0s 81us/step - loss: 8742.4070 - mean_absolute_error: 72.6864 - val_loss: 19699.2551 - val_mean_absolute_error: 120.1040
Epoch 1929/5000
148/148 [==============================] - 0s 74us/step - loss: 8738.7597 - mean_absolute_error: 72.6699 - val_loss: 19687.2912 - val_mean_absolute_error: 120.0691
Epoch 1930/5000
148/148 [==============================] - 0s 74us/step - loss: 8733.3277 - mean_absolute_error: 72.6408 - val_loss: 19674.8866 - val_mean_absolute_error: 120.0273
Epoch 1931/5000
148/148 [==============================] - 0s 74us/step - loss: 8724.0449 - mean_absolute_error: 72.5782 - val_loss: 19662.0210 - val_mean_absolute_error: 119.9811
Epoch 1932/5000
148/148 [==============================] - 0s 88us/step - loss: 8718.9569 - mean_absolute_error: 72.5591 - val_loss: 19649.9570 - val_mean_absolute_error: 119.9396
Epoch 1933/5000
148/148 [==============================] - 0s 101us/step - loss: 8710.7235 - mean_absolute_error: 72.4926 - val_loss: 19636.5416 - val_mean_absolute_error: 119.8946
Epoch 1934/5000
148/148 [==============================] - 0s 81us/step - loss: 8706.0951 - mean_absolute_error: 72.4688 - val_loss: 19622.9773 - val_mean_absolute_error: 119.8461
Epoch 1935/5000
148/148 [==============================] - 0s 81us/step - loss: 8700.9118 - mean_absolute_error: 72.4634 - val_loss: 19615.0065 - val_mean_absolute_error: 119.8162
Epoch 1936/5000
148/148 [==============================] - 0s 74us/step - loss: 8695.5543 - mean_absolute_error: 72.3915 - val_loss: 19603.6452 - val_mean_absolute_error: 119.7732
Epoch 1937/5000
148/148 [==============================] - 0s 81us/step - loss: 8690.9133 - mean_absolute_error: 72.3464 - val_loss: 19593.3881 - val_mean_absolute_error: 119.7349
Epoch 1938/5000
148/148 [==============================] - 0s 88us/step - loss: 8685.0467 - mean_absolute_error: 72.3174 - val_loss: 19579.2833 - val_mean_absolute_error: 119.6856
Epoch 1939/5000
148/148 [==============================] - 0s 108us/step - loss: 8677.4839 - mean_absolute_error: 72.2665 - val_loss: 19563.0502 - val_mean_absolute_error: 119.6286
Epoch 1940/5000
148/148 [==============================] - 0s 95us/step - loss: 8671.1477 - mean_absolute_error: 72.2413 - val_loss: 19555.2153 - val_mean_absolute_error: 119.6005
Epoch 1941/5000
148/148 [==============================] - 0s 74us/step - loss: 8666.9798 - mean_absolute_error: 72.1836 - val_loss: 19539.7343 - val_mean_absolute_error: 119.5475
Epoch 1942/5000
148/148 [==============================] - 0s 95us/step - loss: 8660.5850 - mean_absolute_error: 72.1533 - val_loss: 19534.5705 - val_mean_absolute_error: 119.5262
Epoch 1943/5000
148/148 [==============================] - 0s 81us/step - loss: 8657.4221 - mean_absolute_error: 72.1032 - val_loss: 19520.5612 - val_mean_absolute_error: 119.4757
Epoch 1944/5000
148/148 [==============================] - 0s 101us/step - loss: 8649.1287 - mean_absolute_error: 72.0678 - val_loss: 19507.6925 - val_mean_absolute_error: 119.4296
Epoch 1945/5000
148/148 [==============================] - 0s 81us/step - loss: 8647.3457 - mean_absolute_error: 72.0113 - val_loss: 19495.9534 - val_mean_absolute_error: 119.3891
Epoch 1946/5000
148/148 [==============================] - 0s 81us/step - loss: 8638.9861 - mean_absolute_error: 71.9887 - val_loss: 19484.4502 - val_mean_absolute_error: 119.3490
Epoch 1947/5000
148/148 [==============================] - 0s 95us/step - loss: 8636.0143 - mean_absolute_error: 71.9657 - val_loss: 19479.7181 - val_mean_absolute_error: 119.3387
Epoch 1948/5000
148/148 [==============================] - 0s 95us/step - loss: 8631.8230 - mean_absolute_error: 71.9111 - val_loss: 19470.5240 - val_mean_absolute_error: 119.3066
Epoch 1949/5000
148/148 [==============================] - 0s 95us/step - loss: 8626.6649 - mean_absolute_error: 71.8719 - val_loss: 19461.1630 - val_mean_absolute_error: 119.2770
Epoch 1950/5000
148/148 [==============================] - 0s 81us/step - loss: 8620.5844 - mean_absolute_error: 71.8529 - val_loss: 19452.0721 - val_mean_absolute_error: 119.2488
Epoch 1951/5000
148/148 [==============================] - 0s 88us/step - loss: 8613.8308 - mean_absolute_error: 71.8467 - val_loss: 19437.7316 - val_mean_absolute_error: 119.1991
Epoch 1952/5000
148/148 [==============================] - 0s 74us/step - loss: 8611.0626 - mean_absolute_error: 71.8501 - val_loss: 19432.4463 - val_mean_absolute_error: 119.1812
Epoch 1953/5000
148/148 [==============================] - 0s 81us/step - loss: 8603.5321 - mean_absolute_error: 71.7670 - val_loss: 19416.9412 - val_mean_absolute_error: 119.1303
Epoch 1954/5000
148/148 [==============================] - 0s 88us/step - loss: 8596.1087 - mean_absolute_error: 71.7758 - val_loss: 19404.8015 - val_mean_absolute_error: 119.0895
Epoch 1955/5000
148/148 [==============================] - 0s 74us/step - loss: 8589.8776 - mean_absolute_error: 71.7450 - val_loss: 19395.6533 - val_mean_absolute_error: 119.0611
Epoch 1956/5000
148/148 [==============================] - 0s 74us/step - loss: 8583.6236 - mean_absolute_error: 71.7196 - val_loss: 19387.7616 - val_mean_absolute_error: 119.0383
Epoch 1957/5000
148/148 [==============================] - 0s 74us/step - loss: 8577.6145 - mean_absolute_error: 71.6837 - val_loss: 19374.8465 - val_mean_absolute_error: 118.9921
Epoch 1958/5000
148/148 [==============================] - 0s 68us/step - loss: 8575.2609 - mean_absolute_error: 71.6617 - val_loss: 19361.5563 - val_mean_absolute_error: 118.9464
Epoch 1959/5000
148/148 [==============================] - 0s 74us/step - loss: 8567.0053 - mean_absolute_error: 71.6035 - val_loss: 19354.8114 - val_mean_absolute_error: 118.9306
Epoch 1960/5000
148/148 [==============================] - 0s 74us/step - loss: 8561.4523 - mean_absolute_error: 71.5758 - val_loss: 19341.9159 - val_mean_absolute_error: 118.8853
Epoch 1961/5000
148/148 [==============================] - 0s 68us/step - loss: 8555.2001 - mean_absolute_error: 71.5573 - val_loss: 19330.3885 - val_mean_absolute_error: 118.8447
Epoch 1962/5000
148/148 [==============================] - 0s 68us/step - loss: 8552.9573 - mean_absolute_error: 71.5347 - val_loss: 19322.7125 - val_mean_absolute_error: 118.8191
Epoch 1963/5000
148/148 [==============================] - 0s 68us/step - loss: 8546.3618 - mean_absolute_error: 71.5140 - val_loss: 19308.8930 - val_mean_absolute_error: 118.7686
Epoch 1964/5000
148/148 [==============================] - 0s 74us/step - loss: 8537.9470 - mean_absolute_error: 71.4418 - val_loss: 19301.7436 - val_mean_absolute_error: 118.7473
Epoch 1965/5000
148/148 [==============================] - 0s 74us/step - loss: 8532.7703 - mean_absolute_error: 71.4613 - val_loss: 19294.7107 - val_mean_absolute_error: 118.7199
Epoch 1966/5000
148/148 [==============================] - 0s 61us/step - loss: 8528.1402 - mean_absolute_error: 71.3994 - val_loss: 19283.7201 - val_mean_absolute_error: 118.6772
Epoch 1967/5000
148/148 [==============================] - 0s 68us/step - loss: 8522.9711 - mean_absolute_error: 71.3440 - val_loss: 19269.1309 - val_mean_absolute_error: 118.6260
Epoch 1968/5000
148/148 [==============================] - 0s 61us/step - loss: 8517.7527 - mean_absolute_error: 71.3111 - val_loss: 19257.5987 - val_mean_absolute_error: 118.5869
Epoch 1969/5000
148/148 [==============================] - 0s 74us/step - loss: 8512.0744 - mean_absolute_error: 71.2848 - val_loss: 19242.8023 - val_mean_absolute_error: 118.5395
Epoch 1970/5000
148/148 [==============================] - 0s 74us/step - loss: 8501.6094 - mean_absolute_error: 71.2881 - val_loss: 19232.2582 - val_mean_absolute_error: 118.5099
Epoch 1971/5000
148/148 [==============================] - 0s 108us/step - loss: 8495.7780 - mean_absolute_error: 71.2428 - val_loss: 19221.9023 - val_mean_absolute_error: 118.4714
Epoch 1972/5000
148/148 [==============================] - 0s 88us/step - loss: 8489.8488 - mean_absolute_error: 71.2077 - val_loss: 19207.1036 - val_mean_absolute_error: 118.4188
Epoch 1973/5000
148/148 [==============================] - 0s 81us/step - loss: 8484.1272 - mean_absolute_error: 71.1906 - val_loss: 19194.8479 - val_mean_absolute_error: 118.3790
Epoch 1974/5000
148/148 [==============================] - 0s 74us/step - loss: 8477.9114 - mean_absolute_error: 71.1795 - val_loss: 19184.1894 - val_mean_absolute_error: 118.3431
Epoch 1975/5000
148/148 [==============================] - 0s 81us/step - loss: 8471.9743 - mean_absolute_error: 71.1757 - val_loss: 19174.4927 - val_mean_absolute_error: 118.3118
Epoch 1976/5000
148/148 [==============================] - 0s 88us/step - loss: 8466.2189 - mean_absolute_error: 71.1462 - val_loss: 19165.6550 - val_mean_absolute_error: 118.2836
Epoch 1977/5000
148/148 [==============================] - 0s 81us/step - loss: 8461.5336 - mean_absolute_error: 71.0859 - val_loss: 19153.5709 - val_mean_absolute_error: 118.2424
Epoch 1978/5000
148/148 [==============================] - 0s 74us/step - loss: 8456.6240 - mean_absolute_error: 71.0668 - val_loss: 19139.7920 - val_mean_absolute_error: 118.1948
Epoch 1979/5000
148/148 [==============================] - 0s 81us/step - loss: 8452.7045 - mean_absolute_error: 71.0318 - val_loss: 19130.9586 - val_mean_absolute_error: 118.1652
Epoch 1980/5000
148/148 [==============================] - 0s 81us/step - loss: 8444.0974 - mean_absolute_error: 70.9825 - val_loss: 19117.8124 - val_mean_absolute_error: 118.1200
Epoch 1981/5000
148/148 [==============================] - 0s 74us/step - loss: 8441.0580 - mean_absolute_error: 70.9631 - val_loss: 19107.2687 - val_mean_absolute_error: 118.0810
Epoch 1982/5000
148/148 [==============================] - 0s 74us/step - loss: 8431.3888 - mean_absolute_error: 70.9118 - val_loss: 19092.3691 - val_mean_absolute_error: 118.0277
Epoch 1983/5000
148/148 [==============================] - 0s 68us/step - loss: 8427.3646 - mean_absolute_error: 70.8597 - val_loss: 19085.9644 - val_mean_absolute_error: 118.0068
Epoch 1984/5000
148/148 [==============================] - 0s 61us/step - loss: 8421.5274 - mean_absolute_error: 70.8129 - val_loss: 19074.5711 - val_mean_absolute_error: 117.9679
Epoch 1985/5000
148/148 [==============================] - 0s 61us/step - loss: 8413.6981 - mean_absolute_error: 70.8194 - val_loss: 19063.4378 - val_mean_absolute_error: 117.9299
Epoch 1986/5000
148/148 [==============================] - 0s 68us/step - loss: 8406.6942 - mean_absolute_error: 70.7677 - val_loss: 19052.0706 - val_mean_absolute_error: 117.8954
Epoch 1987/5000
148/148 [==============================] - 0s 68us/step - loss: 8402.4005 - mean_absolute_error: 70.7318 - val_loss: 19038.5398 - val_mean_absolute_error: 117.8475
Epoch 1988/5000
148/148 [==============================] - 0s 68us/step - loss: 8395.3366 - mean_absolute_error: 70.6886 - val_loss: 19024.4288 - val_mean_absolute_error: 117.8038
Epoch 1989/5000
148/148 [==============================] - 0s 61us/step - loss: 8390.6810 - mean_absolute_error: 70.6774 - val_loss: 19014.3778 - val_mean_absolute_error: 117.7730
Epoch 1990/5000
148/148 [==============================] - 0s 74us/step - loss: 8383.6302 - mean_absolute_error: 70.6597 - val_loss: 19003.1172 - val_mean_absolute_error: 117.7367
Epoch 1991/5000
148/148 [==============================] - 0s 61us/step - loss: 8376.6459 - mean_absolute_error: 70.6597 - val_loss: 18986.9084 - val_mean_absolute_error: 117.6819
Epoch 1992/5000
148/148 [==============================] - 0s 74us/step - loss: 8369.0690 - mean_absolute_error: 70.6125 - val_loss: 18974.7640 - val_mean_absolute_error: 117.6347
Epoch 1993/5000
148/148 [==============================] - 0s 74us/step - loss: 8365.6784 - mean_absolute_error: 70.5599 - val_loss: 18963.0905 - val_mean_absolute_error: 117.5936
Epoch 1994/5000
148/148 [==============================] - 0s 74us/step - loss: 8360.3651 - mean_absolute_error: 70.5638 - val_loss: 18949.4025 - val_mean_absolute_error: 117.5464
Epoch 1995/5000
148/148 [==============================] - 0s 61us/step - loss: 8352.8391 - mean_absolute_error: 70.5497 - val_loss: 18939.4192 - val_mean_absolute_error: 117.5125
Epoch 1996/5000
148/148 [==============================] - 0s 68us/step - loss: 8348.2264 - mean_absolute_error: 70.5262 - val_loss: 18926.4571 - val_mean_absolute_error: 117.4650
Epoch 1997/5000
148/148 [==============================] - 0s 68us/step - loss: 8340.5435 - mean_absolute_error: 70.4873 - val_loss: 18920.4675 - val_mean_absolute_error: 117.4487
Epoch 1998/5000
148/148 [==============================] - 0s 61us/step - loss: 8335.7395 - mean_absolute_error: 70.4676 - val_loss: 18906.0307 - val_mean_absolute_error: 117.3966
Epoch 1999/5000
148/148 [==============================] - 0s 81us/step - loss: 8332.7268 - mean_absolute_error: 70.4321 - val_loss: 18901.9820 - val_mean_absolute_error: 117.3846
Epoch 2000/5000
148/148 [==============================] - 0s 68us/step - loss: 8326.2323 - mean_absolute_error: 70.3863 - val_loss: 18893.2682 - val_mean_absolute_error: 117.3573
Epoch 2001/5000
148/148 [==============================] - 0s 61us/step - loss: 8323.6517 - mean_absolute_error: 70.3916 - val_loss: 18880.0601 - val_mean_absolute_error: 117.3130
Epoch 2002/5000
148/148 [==============================] - 0s 74us/step - loss: 8316.6395 - mean_absolute_error: 70.3850 - val_loss: 18869.8416 - val_mean_absolute_error: 117.2799
Epoch 2003/5000
148/148 [==============================] - 0s 68us/step - loss: 8309.9741 - mean_absolute_error: 70.3926 - val_loss: 18859.5007 - val_mean_absolute_error: 117.2460
Epoch 2004/5000
148/148 [==============================] - 0s 74us/step - loss: 8306.2938 - mean_absolute_error: 70.3843 - val_loss: 18853.5646 - val_mean_absolute_error: 117.2228
Epoch 2005/5000
148/148 [==============================] - 0s 61us/step - loss: 8300.3753 - mean_absolute_error: 70.3324 - val_loss: 18842.6170 - val_mean_absolute_error: 117.1823
Epoch 2006/5000
148/148 [==============================] - 0s 68us/step - loss: 8295.7508 - mean_absolute_error: 70.3126 - val_loss: 18828.5513 - val_mean_absolute_error: 117.1318
Epoch 2007/5000
148/148 [==============================] - 0s 68us/step - loss: 8289.8903 - mean_absolute_error: 70.2580 - val_loss: 18818.1177 - val_mean_absolute_error: 117.0960
Epoch 2008/5000
148/148 [==============================] - 0s 68us/step - loss: 8283.9759 - mean_absolute_error: 70.2270 - val_loss: 18809.5226 - val_mean_absolute_error: 117.0725
Epoch 2009/5000
148/148 [==============================] - 0s 61us/step - loss: 8277.5829 - mean_absolute_error: 70.2073 - val_loss: 18798.7059 - val_mean_absolute_error: 117.0354
Epoch 2010/5000
148/148 [==============================] - 0s 61us/step - loss: 8271.3619 - mean_absolute_error: 70.1725 - val_loss: 18784.4707 - val_mean_absolute_error: 116.9879
Epoch 2011/5000
148/148 [==============================] - 0s 68us/step - loss: 8265.1788 - mean_absolute_error: 70.1303 - val_loss: 18771.0667 - val_mean_absolute_error: 116.9406
Epoch 2012/5000
148/148 [==============================] - 0s 74us/step - loss: 8261.8060 - mean_absolute_error: 70.1591 - val_loss: 18761.1001 - val_mean_absolute_error: 116.9074
Epoch 2013/5000
148/148 [==============================] - 0s 61us/step - loss: 8253.3495 - mean_absolute_error: 70.0648 - val_loss: 18749.9845 - val_mean_absolute_error: 116.8697
Epoch 2014/5000
148/148 [==============================] - 0s 74us/step - loss: 8249.5641 - mean_absolute_error: 70.0227 - val_loss: 18734.8205 - val_mean_absolute_error: 116.8143
Epoch 2015/5000
148/148 [==============================] - 0s 68us/step - loss: 8242.9331 - mean_absolute_error: 70.0208 - val_loss: 18728.8677 - val_mean_absolute_error: 116.7941
Epoch 2016/5000
148/148 [==============================] - 0s 68us/step - loss: 8236.9880 - mean_absolute_error: 69.9487 - val_loss: 18721.6322 - val_mean_absolute_error: 116.7708
Epoch 2017/5000
148/148 [==============================] - 0s 68us/step - loss: 8232.3657 - mean_absolute_error: 69.9236 - val_loss: 18712.9509 - val_mean_absolute_error: 116.7459
Epoch 2018/5000
148/148 [==============================] - 0s 61us/step - loss: 8226.6727 - mean_absolute_error: 69.8743 - val_loss: 18697.9080 - val_mean_absolute_error: 116.6946
Epoch 2019/5000
148/148 [==============================] - 0s 74us/step - loss: 8221.1387 - mean_absolute_error: 69.8787 - val_loss: 18692.4031 - val_mean_absolute_error: 116.6767
Epoch 2020/5000
148/148 [==============================] - 0s 74us/step - loss: 8217.9976 - mean_absolute_error: 69.8380 - val_loss: 18682.3793 - val_mean_absolute_error: 116.6401
Epoch 2021/5000
148/148 [==============================] - 0s 68us/step - loss: 8213.7631 - mean_absolute_error: 69.8133 - val_loss: 18670.6075 - val_mean_absolute_error: 116.5956
Epoch 2022/5000
148/148 [==============================] - 0s 61us/step - loss: 8208.1324 - mean_absolute_error: 69.7671 - val_loss: 18657.6849 - val_mean_absolute_error: 116.5537
Epoch 2023/5000
148/148 [==============================] - 0s 74us/step - loss: 8205.5956 - mean_absolute_error: 69.7160 - val_loss: 18648.3457 - val_mean_absolute_error: 116.5184
Epoch 2024/5000
148/148 [==============================] - 0s 68us/step - loss: 8198.7448 - mean_absolute_error: 69.6744 - val_loss: 18642.0309 - val_mean_absolute_error: 116.4941
Epoch 2025/5000
148/148 [==============================] - 0s 68us/step - loss: 8195.5763 - mean_absolute_error: 69.6526 - val_loss: 18631.8483 - val_mean_absolute_error: 116.4555
Epoch 2026/5000
148/148 [==============================] - 0s 68us/step - loss: 8191.2208 - mean_absolute_error: 69.6237 - val_loss: 18618.8695 - val_mean_absolute_error: 116.4080
Epoch 2027/5000
148/148 [==============================] - 0s 81us/step - loss: 8183.7532 - mean_absolute_error: 69.5817 - val_loss: 18605.8448 - val_mean_absolute_error: 116.3634
Epoch 2028/5000
148/148 [==============================] - 0s 68us/step - loss: 8177.0564 - mean_absolute_error: 69.5530 - val_loss: 18594.0071 - val_mean_absolute_error: 116.3208
Epoch 2029/5000
148/148 [==============================] - 0s 81us/step - loss: 8175.6698 - mean_absolute_error: 69.5256 - val_loss: 18585.3193 - val_mean_absolute_error: 116.2901
Epoch 2030/5000
148/148 [==============================] - 0s 81us/step - loss: 8170.2965 - mean_absolute_error: 69.4745 - val_loss: 18574.1423 - val_mean_absolute_error: 116.2465
Epoch 2031/5000
148/148 [==============================] - 0s 74us/step - loss: 8164.6401 - mean_absolute_error: 69.4465 - val_loss: 18566.2657 - val_mean_absolute_error: 116.2237
Epoch 2032/5000
148/148 [==============================] - 0s 74us/step - loss: 8156.5438 - mean_absolute_error: 69.3970 - val_loss: 18557.2525 - val_mean_absolute_error: 116.1908
Epoch 2033/5000
148/148 [==============================] - 0s 61us/step - loss: 8153.3228 - mean_absolute_error: 69.4171 - val_loss: 18543.2225 - val_mean_absolute_error: 116.1384
Epoch 2034/5000
148/148 [==============================] - 0s 74us/step - loss: 8146.3290 - mean_absolute_error: 69.3678 - val_loss: 18535.2877 - val_mean_absolute_error: 116.1100
Epoch 2035/5000
148/148 [==============================] - 0s 74us/step - loss: 8144.6671 - mean_absolute_error: 69.3410 - val_loss: 18526.0945 - val_mean_absolute_error: 116.0727
Epoch 2036/5000
148/148 [==============================] - 0s 68us/step - loss: 8137.4576 - mean_absolute_error: 69.2676 - val_loss: 18517.4897 - val_mean_absolute_error: 116.0413
Epoch 2037/5000
148/148 [==============================] - 0s 74us/step - loss: 8132.2885 - mean_absolute_error: 69.2517 - val_loss: 18506.3288 - val_mean_absolute_error: 116.0002
Epoch 2038/5000
148/148 [==============================] - 0s 74us/step - loss: 8128.5575 - mean_absolute_error: 69.2459 - val_loss: 18493.8917 - val_mean_absolute_error: 115.9552
Epoch 2039/5000
148/148 [==============================] - 0s 68us/step - loss: 8124.6218 - mean_absolute_error: 69.1892 - val_loss: 18479.7909 - val_mean_absolute_error: 115.9033
Epoch 2040/5000
148/148 [==============================] - 0s 68us/step - loss: 8117.5315 - mean_absolute_error: 69.1541 - val_loss: 18473.8302 - val_mean_absolute_error: 115.8809
Epoch 2041/5000
148/148 [==============================] - 0s 68us/step - loss: 8112.2859 - mean_absolute_error: 69.1163 - val_loss: 18458.5000 - val_mean_absolute_error: 115.8239
Epoch 2042/5000
148/148 [==============================] - 0s 74us/step - loss: 8106.0909 - mean_absolute_error: 69.0928 - val_loss: 18448.1159 - val_mean_absolute_error: 115.7897
Epoch 2043/5000
148/148 [==============================] - 0s 68us/step - loss: 8100.9318 - mean_absolute_error: 69.0669 - val_loss: 18436.8506 - val_mean_absolute_error: 115.7520
Epoch 2044/5000
148/148 [==============================] - 0s 74us/step - loss: 8100.4593 - mean_absolute_error: 69.0359 - val_loss: 18427.5173 - val_mean_absolute_error: 115.7192
Epoch 2045/5000
148/148 [==============================] - 0s 68us/step - loss: 8089.9232 - mean_absolute_error: 69.0027 - val_loss: 18417.3009 - val_mean_absolute_error: 115.6845
Epoch 2046/5000
148/148 [==============================] - 0s 68us/step - loss: 8086.1676 - mean_absolute_error: 69.0067 - val_loss: 18405.4190 - val_mean_absolute_error: 115.6458
Epoch 2047/5000
148/148 [==============================] - 0s 74us/step - loss: 8077.8353 - mean_absolute_error: 68.9606 - val_loss: 18394.6307 - val_mean_absolute_error: 115.6068
Epoch 2048/5000
148/148 [==============================] - 0s 68us/step - loss: 8072.7944 - mean_absolute_error: 68.9348 - val_loss: 18380.9887 - val_mean_absolute_error: 115.5638
Epoch 2049/5000
148/148 [==============================] - 0s 61us/step - loss: 8067.4198 - mean_absolute_error: 68.9085 - val_loss: 18370.5595 - val_mean_absolute_error: 115.5258
Epoch 2050/5000
148/148 [==============================] - 0s 68us/step - loss: 8067.6621 - mean_absolute_error: 68.8787 - val_loss: 18357.2438 - val_mean_absolute_error: 115.4760
Epoch 2051/5000
148/148 [==============================] - 0s 68us/step - loss: 8058.0263 - mean_absolute_error: 68.8268 - val_loss: 18347.9150 - val_mean_absolute_error: 115.4434
Epoch 2052/5000
148/148 [==============================] - 0s 61us/step - loss: 8054.9029 - mean_absolute_error: 68.8135 - val_loss: 18336.6515 - val_mean_absolute_error: 115.4080
Epoch 2053/5000
148/148 [==============================] - 0s 68us/step - loss: 8048.6587 - mean_absolute_error: 68.7827 - val_loss: 18326.4973 - val_mean_absolute_error: 115.3686
Epoch 2054/5000
148/148 [==============================] - 0s 68us/step - loss: 8042.3535 - mean_absolute_error: 68.7604 - val_loss: 18320.3550 - val_mean_absolute_error: 115.3453
Epoch 2055/5000
148/148 [==============================] - 0s 68us/step - loss: 8037.9398 - mean_absolute_error: 68.7334 - val_loss: 18310.8259 - val_mean_absolute_error: 115.3102
Epoch 2056/5000
148/148 [==============================] - 0s 61us/step - loss: 8034.6581 - mean_absolute_error: 68.7247 - val_loss: 18296.2409 - val_mean_absolute_error: 115.2569
Epoch 2057/5000
148/148 [==============================] - 0s 74us/step - loss: 8025.3656 - mean_absolute_error: 68.7358 - val_loss: 18286.3277 - val_mean_absolute_error: 115.2207
Epoch 2058/5000
148/148 [==============================] - 0s 68us/step - loss: 8020.0859 - mean_absolute_error: 68.7000 - val_loss: 18270.7054 - val_mean_absolute_error: 115.1664
Epoch 2059/5000
148/148 [==============================] - 0s 74us/step - loss: 8013.7171 - mean_absolute_error: 68.7409 - val_loss: 18262.7232 - val_mean_absolute_error: 115.1382
Epoch 2060/5000
148/148 [==============================] - 0s 68us/step - loss: 8009.0637 - mean_absolute_error: 68.7076 - val_loss: 18255.2681 - val_mean_absolute_error: 115.1086
Epoch 2061/5000
148/148 [==============================] - 0s 74us/step - loss: 8005.0013 - mean_absolute_error: 68.6690 - val_loss: 18244.3043 - val_mean_absolute_error: 115.0739
Epoch 2062/5000
148/148 [==============================] - 0s 61us/step - loss: 7999.2107 - mean_absolute_error: 68.6483 - val_loss: 18234.4652 - val_mean_absolute_error: 115.0349
Epoch 2063/5000
148/148 [==============================] - 0s 74us/step - loss: 7996.5880 - mean_absolute_error: 68.6455 - val_loss: 18225.4010 - val_mean_absolute_error: 114.9988
Epoch 2064/5000
148/148 [==============================] - 0s 74us/step - loss: 7990.5941 - mean_absolute_error: 68.6097 - val_loss: 18216.1667 - val_mean_absolute_error: 114.9639
Epoch 2065/5000
148/148 [==============================] - 0s 74us/step - loss: 7987.8662 - mean_absolute_error: 68.5924 - val_loss: 18206.5413 - val_mean_absolute_error: 114.9306
Epoch 2066/5000
148/148 [==============================] - 0s 74us/step - loss: 7984.4799 - mean_absolute_error: 68.5677 - val_loss: 18193.1911 - val_mean_absolute_error: 114.8841
Epoch 2067/5000
148/148 [==============================] - 0s 61us/step - loss: 7978.7163 - mean_absolute_error: 68.5475 - val_loss: 18184.8048 - val_mean_absolute_error: 114.8534
Epoch 2068/5000
148/148 [==============================] - 0s 74us/step - loss: 7974.4790 - mean_absolute_error: 68.4711 - val_loss: 18171.8912 - val_mean_absolute_error: 114.8041
Epoch 2069/5000
148/148 [==============================] - 0s 68us/step - loss: 7970.5875 - mean_absolute_error: 68.4812 - val_loss: 18157.7876 - val_mean_absolute_error: 114.7493
Epoch 2070/5000
148/148 [==============================] - 0s 68us/step - loss: 7969.0839 - mean_absolute_error: 68.4150 - val_loss: 18148.0027 - val_mean_absolute_error: 114.7201
Epoch 2071/5000
148/148 [==============================] - 0s 61us/step - loss: 7961.1771 - mean_absolute_error: 68.4046 - val_loss: 18145.1100 - val_mean_absolute_error: 114.7054
Epoch 2072/5000
148/148 [==============================] - 0s 68us/step - loss: 7955.4786 - mean_absolute_error: 68.3666 - val_loss: 18133.4848 - val_mean_absolute_error: 114.6626
Epoch 2073/5000
148/148 [==============================] - 0s 61us/step - loss: 7949.8983 - mean_absolute_error: 68.3689 - val_loss: 18124.0270 - val_mean_absolute_error: 114.6285
Epoch 2074/5000
148/148 [==============================] - 0s 68us/step - loss: 7946.7871 - mean_absolute_error: 68.3486 - val_loss: 18112.8342 - val_mean_absolute_error: 114.5860
Epoch 2075/5000
148/148 [==============================] - 0s 68us/step - loss: 7946.9667 - mean_absolute_error: 68.3043 - val_loss: 18105.6806 - val_mean_absolute_error: 114.5590
Epoch 2076/5000
148/148 [==============================] - 0s 61us/step - loss: 7938.1349 - mean_absolute_error: 68.2609 - val_loss: 18096.4129 - val_mean_absolute_error: 114.5242
Epoch 2077/5000
148/148 [==============================] - 0s 68us/step - loss: 7932.8756 - mean_absolute_error: 68.1948 - val_loss: 18085.6106 - val_mean_absolute_error: 114.4776
Epoch 2078/5000
148/148 [==============================] - 0s 61us/step - loss: 7929.6664 - mean_absolute_error: 68.1788 - val_loss: 18072.8055 - val_mean_absolute_error: 114.4307
Epoch 2079/5000
148/148 [==============================] - 0s 68us/step - loss: 7920.6736 - mean_absolute_error: 68.1205 - val_loss: 18062.9591 - val_mean_absolute_error: 114.3976
Epoch 2080/5000
148/148 [==============================] - 0s 68us/step - loss: 7917.1082 - mean_absolute_error: 68.1255 - val_loss: 18050.8305 - val_mean_absolute_error: 114.3515
Epoch 2081/5000
148/148 [==============================] - 0s 74us/step - loss: 7914.3037 - mean_absolute_error: 68.1024 - val_loss: 18036.1456 - val_mean_absolute_error: 114.2960
Epoch 2082/5000
148/148 [==============================] - 0s 74us/step - loss: 7906.5248 - mean_absolute_error: 68.0719 - val_loss: 18027.8691 - val_mean_absolute_error: 114.2635
Epoch 2083/5000
148/148 [==============================] - 0s 74us/step - loss: 7903.4381 - mean_absolute_error: 68.0198 - val_loss: 18016.7157 - val_mean_absolute_error: 114.2228
Epoch 2084/5000
148/148 [==============================] - 0s 74us/step - loss: 7898.1409 - mean_absolute_error: 68.0153 - val_loss: 18006.4787 - val_mean_absolute_error: 114.1842
Epoch 2085/5000
148/148 [==============================] - 0s 81us/step - loss: 7892.4777 - mean_absolute_error: 67.9477 - val_loss: 17996.1943 - val_mean_absolute_error: 114.1466
Epoch 2086/5000
148/148 [==============================] - 0s 81us/step - loss: 7887.6392 - mean_absolute_error: 67.8963 - val_loss: 17989.2507 - val_mean_absolute_error: 114.1210
Epoch 2087/5000
148/148 [==============================] - 0s 81us/step - loss: 7885.5598 - mean_absolute_error: 67.8947 - val_loss: 17983.1238 - val_mean_absolute_error: 114.0966
Epoch 2088/5000
148/148 [==============================] - 0s 95us/step - loss: 7882.7263 - mean_absolute_error: 67.8563 - val_loss: 17968.9596 - val_mean_absolute_error: 114.0453
Epoch 2089/5000
148/148 [==============================] - 0s 122us/step - loss: 7875.7438 - mean_absolute_error: 67.8370 - val_loss: 17966.4334 - val_mean_absolute_error: 114.0322
Epoch 2090/5000
148/148 [==============================] - 0s 142us/step - loss: 7871.8444 - mean_absolute_error: 67.7664 - val_loss: 17958.2627 - val_mean_absolute_error: 114.0073
Epoch 2091/5000
148/148 [==============================] - 0s 128us/step - loss: 7869.4393 - mean_absolute_error: 67.7385 - val_loss: 17949.0548 - val_mean_absolute_error: 113.9717
Epoch 2092/5000
148/148 [==============================] - 0s 128us/step - loss: 7865.2218 - mean_absolute_error: 67.7008 - val_loss: 17939.2361 - val_mean_absolute_error: 113.9359
Epoch 2093/5000
148/148 [==============================] - 0s 142us/step - loss: 7858.9060 - mean_absolute_error: 67.7235 - val_loss: 17933.0627 - val_mean_absolute_error: 113.9113
Epoch 2094/5000
148/148 [==============================] - 0s 101us/step - loss: 7855.4870 - mean_absolute_error: 67.7038 - val_loss: 17926.6697 - val_mean_absolute_error: 113.8885
Epoch 2095/5000
148/148 [==============================] - 0s 95us/step - loss: 7851.8362 - mean_absolute_error: 67.6924 - val_loss: 17912.2943 - val_mean_absolute_error: 113.8354
Epoch 2096/5000
148/148 [==============================] - 0s 101us/step - loss: 7846.8751 - mean_absolute_error: 67.6473 - val_loss: 17901.9088 - val_mean_absolute_error: 113.7971
Epoch 2097/5000
148/148 [==============================] - 0s 95us/step - loss: 7841.6164 - mean_absolute_error: 67.6370 - val_loss: 17896.8448 - val_mean_absolute_error: 113.7819
Epoch 2098/5000
148/148 [==============================] - 0s 88us/step - loss: 7841.0072 - mean_absolute_error: 67.6369 - val_loss: 17888.2428 - val_mean_absolute_error: 113.7517
Epoch 2099/5000
148/148 [==============================] - 0s 88us/step - loss: 7836.0103 - mean_absolute_error: 67.6049 - val_loss: 17882.2637 - val_mean_absolute_error: 113.7256
Epoch 2100/5000
148/148 [==============================] - 0s 81us/step - loss: 7834.0444 - mean_absolute_error: 67.5756 - val_loss: 17874.8249 - val_mean_absolute_error: 113.6968
Epoch 2101/5000
148/148 [==============================] - 0s 108us/step - loss: 7827.9891 - mean_absolute_error: 67.5226 - val_loss: 17863.5945 - val_mean_absolute_error: 113.6597
Epoch 2102/5000
148/148 [==============================] - 0s 74us/step - loss: 7823.8131 - mean_absolute_error: 67.4930 - val_loss: 17857.4830 - val_mean_absolute_error: 113.6320
Epoch 2103/5000
148/148 [==============================] - 0s 88us/step - loss: 7821.3501 - mean_absolute_error: 67.4526 - val_loss: 17849.6276 - val_mean_absolute_error: 113.5979
Epoch 2104/5000
148/148 [==============================] - 0s 81us/step - loss: 7817.5477 - mean_absolute_error: 67.3975 - val_loss: 17838.9255 - val_mean_absolute_error: 113.5566
Epoch 2105/5000
148/148 [==============================] - 0s 74us/step - loss: 7813.6797 - mean_absolute_error: 67.3617 - val_loss: 17826.3366 - val_mean_absolute_error: 113.5107
Epoch 2106/5000
148/148 [==============================] - 0s 74us/step - loss: 7808.6852 - mean_absolute_error: 67.3319 - val_loss: 17811.0104 - val_mean_absolute_error: 113.4544
Epoch 2107/5000
148/148 [==============================] - 0s 68us/step - loss: 7800.4131 - mean_absolute_error: 67.3500 - val_loss: 17805.9998 - val_mean_absolute_error: 113.4324
Epoch 2108/5000
148/148 [==============================] - 0s 74us/step - loss: 7798.0084 - mean_absolute_error: 67.3072 - val_loss: 17796.1181 - val_mean_absolute_error: 113.3951
Epoch 2109/5000
148/148 [==============================] - 0s 68us/step - loss: 7792.3877 - mean_absolute_error: 67.2736 - val_loss: 17788.0163 - val_mean_absolute_error: 113.3663
Epoch 2110/5000
148/148 [==============================] - 0s 68us/step - loss: 7790.1467 - mean_absolute_error: 67.2459 - val_loss: 17775.9036 - val_mean_absolute_error: 113.3161
Epoch 2111/5000
148/148 [==============================] - 0s 61us/step - loss: 7785.7678 - mean_absolute_error: 67.1914 - val_loss: 17763.6094 - val_mean_absolute_error: 113.2716
Epoch 2112/5000
148/148 [==============================] - 0s 68us/step - loss: 7780.9787 - mean_absolute_error: 67.1643 - val_loss: 17759.3835 - val_mean_absolute_error: 113.2532
Epoch 2113/5000
148/148 [==============================] - 0s 61us/step - loss: 7780.6493 - mean_absolute_error: 67.1491 - val_loss: 17750.1048 - val_mean_absolute_error: 113.2151
Epoch 2114/5000
148/148 [==============================] - 0s 68us/step - loss: 7776.5843 - mean_absolute_error: 67.1114 - val_loss: 17743.1482 - val_mean_absolute_error: 113.1925
Epoch 2115/5000
148/148 [==============================] - 0s 74us/step - loss: 7773.3257 - mean_absolute_error: 67.0741 - val_loss: 17732.4631 - val_mean_absolute_error: 113.1557
Epoch 2116/5000
148/148 [==============================] - 0s 61us/step - loss: 7766.0046 - mean_absolute_error: 67.0660 - val_loss: 17720.3239 - val_mean_absolute_error: 113.1124
Epoch 2117/5000
148/148 [==============================] - 0s 68us/step - loss: 7763.1627 - mean_absolute_error: 67.0236 - val_loss: 17714.7854 - val_mean_absolute_error: 113.0946
Epoch 2118/5000
148/148 [==============================] - 0s 68us/step - loss: 7757.9556 - mean_absolute_error: 67.0364 - val_loss: 17701.4184 - val_mean_absolute_error: 113.0449
Epoch 2119/5000
148/148 [==============================] - 0s 68us/step - loss: 7753.3416 - mean_absolute_error: 66.9971 - val_loss: 17687.9275 - val_mean_absolute_error: 113.0023
Epoch 2120/5000
148/148 [==============================] - 0s 68us/step - loss: 7749.0385 - mean_absolute_error: 66.9819 - val_loss: 17684.6431 - val_mean_absolute_error: 112.9899
Epoch 2121/5000
148/148 [==============================] - 0s 61us/step - loss: 7744.4856 - mean_absolute_error: 66.9706 - val_loss: 17674.3338 - val_mean_absolute_error: 112.9491
Epoch 2122/5000
148/148 [==============================] - 0s 68us/step - loss: 7740.1767 - mean_absolute_error: 66.9558 - val_loss: 17664.0248 - val_mean_absolute_error: 112.9103
Epoch 2123/5000
148/148 [==============================] - 0s 68us/step - loss: 7734.3291 - mean_absolute_error: 66.9478 - val_loss: 17652.6645 - val_mean_absolute_error: 112.8704
Epoch 2124/5000
148/148 [==============================] - 0s 74us/step - loss: 7732.3040 - mean_absolute_error: 66.9192 - val_loss: 17640.2907 - val_mean_absolute_error: 112.8264
Epoch 2125/5000
148/148 [==============================] - 0s 81us/step - loss: 7722.6158 - mean_absolute_error: 66.9177 - val_loss: 17626.9963 - val_mean_absolute_error: 112.7774
Epoch 2126/5000
148/148 [==============================] - 0s 74us/step - loss: 7716.4198 - mean_absolute_error: 66.9213 - val_loss: 17617.7323 - val_mean_absolute_error: 112.7448
Epoch 2127/5000
148/148 [==============================] - 0s 74us/step - loss: 7714.6876 - mean_absolute_error: 66.9132 - val_loss: 17606.0552 - val_mean_absolute_error: 112.6996
Epoch 2128/5000
148/148 [==============================] - 0s 61us/step - loss: 7708.8166 - mean_absolute_error: 66.8749 - val_loss: 17591.4764 - val_mean_absolute_error: 112.6499
Epoch 2129/5000
148/148 [==============================] - 0s 81us/step - loss: 7703.5569 - mean_absolute_error: 66.9134 - val_loss: 17577.9826 - val_mean_absolute_error: 112.6043
Epoch 2130/5000
148/148 [==============================] - 0s 74us/step - loss: 7697.6837 - mean_absolute_error: 66.9405 - val_loss: 17571.8814 - val_mean_absolute_error: 112.5815
Epoch 2131/5000
148/148 [==============================] - 0s 74us/step - loss: 7696.1996 - mean_absolute_error: 66.9190 - val_loss: 17567.2983 - val_mean_absolute_error: 112.5658
Epoch 2132/5000
148/148 [==============================] - 0s 81us/step - loss: 7692.2653 - mean_absolute_error: 66.9125 - val_loss: 17559.2194 - val_mean_absolute_error: 112.5375
Epoch 2133/5000
148/148 [==============================] - 0s 68us/step - loss: 7688.3106 - mean_absolute_error: 66.8934 - val_loss: 17548.3107 - val_mean_absolute_error: 112.4958
Epoch 2134/5000
148/148 [==============================] - 0s 68us/step - loss: 7684.4839 - mean_absolute_error: 66.8655 - val_loss: 17537.3508 - val_mean_absolute_error: 112.4549
Epoch 2135/5000
148/148 [==============================] - 0s 68us/step - loss: 7679.6562 - mean_absolute_error: 66.8875 - val_loss: 17533.1396 - val_mean_absolute_error: 112.4384
Epoch 2136/5000
148/148 [==============================] - 0s 74us/step - loss: 7678.3165 - mean_absolute_error: 66.8767 - val_loss: 17523.2867 - val_mean_absolute_error: 112.4023
Epoch 2137/5000
148/148 [==============================] - 0s 74us/step - loss: 7673.4225 - mean_absolute_error: 66.8389 - val_loss: 17515.9329 - val_mean_absolute_error: 112.3750
Epoch 2138/5000
148/148 [==============================] - 0s 68us/step - loss: 7672.3523 - mean_absolute_error: 66.7973 - val_loss: 17506.4197 - val_mean_absolute_error: 112.3377
Epoch 2139/5000
148/148 [==============================] - 0s 61us/step - loss: 7666.7192 - mean_absolute_error: 66.7843 - val_loss: 17500.0909 - val_mean_absolute_error: 112.3140
Epoch 2140/5000
148/148 [==============================] - 0s 68us/step - loss: 7665.3377 - mean_absolute_error: 66.7189 - val_loss: 17487.3210 - val_mean_absolute_error: 112.2649
Epoch 2141/5000
148/148 [==============================] - 0s 61us/step - loss: 7661.5508 - mean_absolute_error: 66.7295 - val_loss: 17478.6101 - val_mean_absolute_error: 112.2311
Epoch 2142/5000
148/148 [==============================] - 0s 68us/step - loss: 7656.6356 - mean_absolute_error: 66.6955 - val_loss: 17476.3416 - val_mean_absolute_error: 112.2184
Epoch 2143/5000
148/148 [==============================] - 0s 68us/step - loss: 7651.6162 - mean_absolute_error: 66.6235 - val_loss: 17467.5324 - val_mean_absolute_error: 112.1878
Epoch 2144/5000
148/148 [==============================] - 0s 68us/step - loss: 7648.6209 - mean_absolute_error: 66.6117 - val_loss: 17463.8288 - val_mean_absolute_error: 112.1732
Epoch 2145/5000
148/148 [==============================] - 0s 68us/step - loss: 7646.1380 - mean_absolute_error: 66.6009 - val_loss: 17460.2697 - val_mean_absolute_error: 112.1553
Epoch 2146/5000
148/148 [==============================] - 0s 74us/step - loss: 7643.6478 - mean_absolute_error: 66.5241 - val_loss: 17446.4930 - val_mean_absolute_error: 112.1037
Epoch 2147/5000
148/148 [==============================] - 0s 61us/step - loss: 7637.8580 - mean_absolute_error: 66.5120 - val_loss: 17434.3954 - val_mean_absolute_error: 112.0582
Epoch 2148/5000
148/148 [==============================] - 0s 68us/step - loss: 7636.7650 - mean_absolute_error: 66.4829 - val_loss: 17421.7880 - val_mean_absolute_error: 112.0163
Epoch 2149/5000
148/148 [==============================] - 0s 68us/step - loss: 7628.1278 - mean_absolute_error: 66.5040 - val_loss: 17409.9582 - val_mean_absolute_error: 111.9728
Epoch 2150/5000
148/148 [==============================] - 0s 68us/step - loss: 7624.7180 - mean_absolute_error: 66.4871 - val_loss: 17397.6986 - val_mean_absolute_error: 111.9247
Epoch 2151/5000
148/148 [==============================] - 0s 81us/step - loss: 7619.3764 - mean_absolute_error: 66.4657 - val_loss: 17386.9544 - val_mean_absolute_error: 111.8841
Epoch 2152/5000
148/148 [==============================] - 0s 61us/step - loss: 7615.1405 - mean_absolute_error: 66.4380 - val_loss: 17378.2855 - val_mean_absolute_error: 111.8523
Epoch 2153/5000
148/148 [==============================] - 0s 81us/step - loss: 7614.6788 - mean_absolute_error: 66.4062 - val_loss: 17369.7068 - val_mean_absolute_error: 111.8202
Epoch 2154/5000
148/148 [==============================] - 0s 68us/step - loss: 7609.4359 - mean_absolute_error: 66.3733 - val_loss: 17356.7693 - val_mean_absolute_error: 111.7744
Epoch 2155/5000
148/148 [==============================] - 0s 68us/step - loss: 7607.3700 - mean_absolute_error: 66.3520 - val_loss: 17350.1758 - val_mean_absolute_error: 111.7539
Epoch 2156/5000
148/148 [==============================] - 0s 68us/step - loss: 7601.5721 - mean_absolute_error: 66.3180 - val_loss: 17343.1523 - val_mean_absolute_error: 111.7251
Epoch 2157/5000
148/148 [==============================] - 0s 74us/step - loss: 7600.0941 - mean_absolute_error: 66.2725 - val_loss: 17331.3204 - val_mean_absolute_error: 111.6782
Epoch 2158/5000
148/148 [==============================] - 0s 61us/step - loss: 7593.3524 - mean_absolute_error: 66.2284 - val_loss: 17320.9643 - val_mean_absolute_error: 111.6389
Epoch 2159/5000
148/148 [==============================] - 0s 74us/step - loss: 7589.1472 - mean_absolute_error: 66.1965 - val_loss: 17314.4010 - val_mean_absolute_error: 111.6226
Epoch 2160/5000
148/148 [==============================] - 0s 61us/step - loss: 7587.5985 - mean_absolute_error: 66.1970 - val_loss: 17309.2450 - val_mean_absolute_error: 111.6027
Epoch 2161/5000
148/148 [==============================] - 0s 61us/step - loss: 7586.3014 - mean_absolute_error: 66.2009 - val_loss: 17302.3787 - val_mean_absolute_error: 111.5756
Epoch 2162/5000
148/148 [==============================] - 0s 74us/step - loss: 7582.0615 - mean_absolute_error: 66.1616 - val_loss: 17290.3734 - val_mean_absolute_error: 111.5267
Epoch 2163/5000
148/148 [==============================] - 0s 61us/step - loss: 7579.3505 - mean_absolute_error: 66.1421 - val_loss: 17280.4458 - val_mean_absolute_error: 111.4894
Epoch 2164/5000
148/148 [==============================] - 0s 81us/step - loss: 7575.2054 - mean_absolute_error: 66.1181 - val_loss: 17271.2935 - val_mean_absolute_error: 111.4643
Epoch 2165/5000
148/148 [==============================] - 0s 74us/step - loss: 7569.5370 - mean_absolute_error: 66.1120 - val_loss: 17261.6039 - val_mean_absolute_error: 111.4229
Epoch 2166/5000
148/148 [==============================] - 0s 68us/step - loss: 7564.8974 - mean_absolute_error: 66.0641 - val_loss: 17256.0670 - val_mean_absolute_error: 111.4028
Epoch 2167/5000
148/148 [==============================] - 0s 61us/step - loss: 7561.2737 - mean_absolute_error: 66.0558 - val_loss: 17247.0392 - val_mean_absolute_error: 111.3656
Epoch 2168/5000
148/148 [==============================] - 0s 68us/step - loss: 7558.4983 - mean_absolute_error: 66.0273 - val_loss: 17237.7643 - val_mean_absolute_error: 111.3260
Epoch 2169/5000
148/148 [==============================] - 0s 74us/step - loss: 7556.2172 - mean_absolute_error: 65.9726 - val_loss: 17225.5555 - val_mean_absolute_error: 111.2745
Epoch 2170/5000
148/148 [==============================] - 0s 61us/step - loss: 7550.8688 - mean_absolute_error: 65.9414 - val_loss: 17212.9136 - val_mean_absolute_error: 111.2247
Epoch 2171/5000
148/148 [==============================] - 0s 74us/step - loss: 7548.8488 - mean_absolute_error: 65.9476 - val_loss: 17206.1166 - val_mean_absolute_error: 111.1984
Epoch 2172/5000
148/148 [==============================] - 0s 68us/step - loss: 7544.3350 - mean_absolute_error: 65.9006 - val_loss: 17195.1124 - val_mean_absolute_error: 111.1501
Epoch 2173/5000
148/148 [==============================] - 0s 61us/step - loss: 7539.6915 - mean_absolute_error: 65.8597 - val_loss: 17182.8591 - val_mean_absolute_error: 111.1121
Epoch 2174/5000
148/148 [==============================] - 0s 68us/step - loss: 7535.6969 - mean_absolute_error: 65.8118 - val_loss: 17174.1181 - val_mean_absolute_error: 111.0773
Epoch 2175/5000
148/148 [==============================] - 0s 61us/step - loss: 7532.2328 - mean_absolute_error: 65.8069 - val_loss: 17162.5207 - val_mean_absolute_error: 111.0440
Epoch 2176/5000
148/148 [==============================] - 0s 61us/step - loss: 7527.5374 - mean_absolute_error: 65.7992 - val_loss: 17160.1984 - val_mean_absolute_error: 111.0301
Epoch 2177/5000
148/148 [==============================] - 0s 74us/step - loss: 7524.5962 - mean_absolute_error: 65.7397 - val_loss: 17160.1602 - val_mean_absolute_error: 111.0214
Epoch 2178/5000
148/148 [==============================] - 0s 68us/step - loss: 7523.5538 - mean_absolute_error: 65.7269 - val_loss: 17151.3833 - val_mean_absolute_error: 110.9860
Epoch 2179/5000
148/148 [==============================] - 0s 68us/step - loss: 7521.1408 - mean_absolute_error: 65.7398 - val_loss: 17143.2148 - val_mean_absolute_error: 110.9556
Epoch 2180/5000
148/148 [==============================] - 0s 74us/step - loss: 7515.7966 - mean_absolute_error: 65.6981 - val_loss: 17133.7577 - val_mean_absolute_error: 110.9295
Epoch 2181/5000
148/148 [==============================] - 0s 61us/step - loss: 7512.2270 - mean_absolute_error: 65.6595 - val_loss: 17124.4415 - val_mean_absolute_error: 110.8938
Epoch 2182/5000
148/148 [==============================] - 0s 61us/step - loss: 7512.4945 - mean_absolute_error: 65.6568 - val_loss: 17112.6834 - val_mean_absolute_error: 110.8480
Epoch 2183/5000
148/148 [==============================] - 0s 74us/step - loss: 7503.7429 - mean_absolute_error: 65.6257 - val_loss: 17102.7815 - val_mean_absolute_error: 110.8178
Epoch 2184/5000
148/148 [==============================] - 0s 74us/step - loss: 7499.7515 - mean_absolute_error: 65.6294 - val_loss: 17092.7791 - val_mean_absolute_error: 110.7790
Epoch 2185/5000
148/148 [==============================] - 0s 74us/step - loss: 7498.7956 - mean_absolute_error: 65.6320 - val_loss: 17079.3043 - val_mean_absolute_error: 110.7288
Epoch 2186/5000
148/148 [==============================] - 0s 74us/step - loss: 7491.4960 - mean_absolute_error: 65.5930 - val_loss: 17071.8909 - val_mean_absolute_error: 110.7024
Epoch 2187/5000
148/148 [==============================] - 0s 68us/step - loss: 7488.2033 - mean_absolute_error: 65.5875 - val_loss: 17061.0285 - val_mean_absolute_error: 110.6627
Epoch 2188/5000
148/148 [==============================] - 0s 74us/step - loss: 7482.8298 - mean_absolute_error: 65.5695 - val_loss: 17053.1581 - val_mean_absolute_error: 110.6333
Epoch 2189/5000
148/148 [==============================] - 0s 61us/step - loss: 7479.2649 - mean_absolute_error: 65.5877 - val_loss: 17044.4227 - val_mean_absolute_error: 110.5987
Epoch 2190/5000
148/148 [==============================] - 0s 74us/step - loss: 7476.1907 - mean_absolute_error: 65.5208 - val_loss: 17035.7363 - val_mean_absolute_error: 110.5651
Epoch 2191/5000
148/148 [==============================] - 0s 68us/step - loss: 7473.1851 - mean_absolute_error: 65.4705 - val_loss: 17028.9222 - val_mean_absolute_error: 110.5301
Epoch 2192/5000
148/148 [==============================] - 0s 68us/step - loss: 7468.2898 - mean_absolute_error: 65.4366 - val_loss: 17024.7927 - val_mean_absolute_error: 110.5063
Epoch 2193/5000
148/148 [==============================] - 0s 68us/step - loss: 7467.3709 - mean_absolute_error: 65.4332 - val_loss: 17019.9320 - val_mean_absolute_error: 110.4881
Epoch 2194/5000
148/148 [==============================] - 0s 61us/step - loss: 7463.0460 - mean_absolute_error: 65.3834 - val_loss: 17011.0974 - val_mean_absolute_error: 110.4560
Epoch 2195/5000
148/148 [==============================] - 0s 68us/step - loss: 7463.5252 - mean_absolute_error: 65.3702 - val_loss: 17004.7334 - val_mean_absolute_error: 110.4338
Epoch 2196/5000
148/148 [==============================] - 0s 61us/step - loss: 7456.7746 - mean_absolute_error: 65.3128 - val_loss: 16993.5147 - val_mean_absolute_error: 110.3931
Epoch 2197/5000
148/148 [==============================] - 0s 81us/step - loss: 7453.7997 - mean_absolute_error: 65.3044 - val_loss: 16981.1816 - val_mean_absolute_error: 110.3548
Epoch 2198/5000
148/148 [==============================] - 0s 61us/step - loss: 7451.0976 - mean_absolute_error: 65.2813 - val_loss: 16973.8786 - val_mean_absolute_error: 110.3261
Epoch 2199/5000
148/148 [==============================] - 0s 68us/step - loss: 7450.0770 - mean_absolute_error: 65.2454 - val_loss: 16963.4613 - val_mean_absolute_error: 110.2848
Epoch 2200/5000
148/148 [==============================] - 0s 68us/step - loss: 7442.8675 - mean_absolute_error: 65.2374 - val_loss: 16951.6920 - val_mean_absolute_error: 110.2365
Epoch 2201/5000
148/148 [==============================] - 0s 68us/step - loss: 7440.2263 - mean_absolute_error: 65.2302 - val_loss: 16940.0552 - val_mean_absolute_error: 110.1918
Epoch 2202/5000
148/148 [==============================] - 0s 68us/step - loss: 7430.2982 - mean_absolute_error: 65.2248 - val_loss: 16932.8795 - val_mean_absolute_error: 110.1573
Epoch 2203/5000
148/148 [==============================] - 0s 68us/step - loss: 7427.1136 - mean_absolute_error: 65.1899 - val_loss: 16929.3793 - val_mean_absolute_error: 110.1413
Epoch 2204/5000
148/148 [==============================] - 0s 74us/step - loss: 7425.0964 - mean_absolute_error: 65.1401 - val_loss: 16918.4093 - val_mean_absolute_error: 110.1026
Epoch 2205/5000
148/148 [==============================] - 0s 81us/step - loss: 7421.2243 - mean_absolute_error: 65.1232 - val_loss: 16911.8711 - val_mean_absolute_error: 110.0823
Epoch 2206/5000
148/148 [==============================] - 0s 74us/step - loss: 7417.4165 - mean_absolute_error: 65.0945 - val_loss: 16900.3080 - val_mean_absolute_error: 110.0397
Epoch 2207/5000
148/148 [==============================] - 0s 74us/step - loss: 7412.4727 - mean_absolute_error: 65.0793 - val_loss: 16889.1129 - val_mean_absolute_error: 109.9953
Epoch 2208/5000
148/148 [==============================] - 0s 68us/step - loss: 7408.2919 - mean_absolute_error: 65.0716 - val_loss: 16877.2455 - val_mean_absolute_error: 109.9510
Epoch 2209/5000
148/148 [==============================] - 0s 74us/step - loss: 7407.1736 - mean_absolute_error: 65.0742 - val_loss: 16870.1334 - val_mean_absolute_error: 109.9254
Epoch 2210/5000
148/148 [==============================] - 0s 61us/step - loss: 7398.3524 - mean_absolute_error: 65.0615 - val_loss: 16862.0627 - val_mean_absolute_error: 109.8959
Epoch 2211/5000
148/148 [==============================] - 0s 68us/step - loss: 7394.8110 - mean_absolute_error: 65.0546 - val_loss: 16856.4075 - val_mean_absolute_error: 109.8758
Epoch 2212/5000
148/148 [==============================] - 0s 61us/step - loss: 7391.8308 - mean_absolute_error: 65.0137 - val_loss: 16843.0254 - val_mean_absolute_error: 109.8264
Epoch 2213/5000
148/148 [==============================] - 0s 74us/step - loss: 7390.5553 - mean_absolute_error: 64.9984 - val_loss: 16836.8632 - val_mean_absolute_error: 109.8096
Epoch 2214/5000
148/148 [==============================] - 0s 61us/step - loss: 7385.5060 - mean_absolute_error: 64.9645 - val_loss: 16834.3953 - val_mean_absolute_error: 109.8016
Epoch 2215/5000
148/148 [==============================] - 0s 68us/step - loss: 7383.3702 - mean_absolute_error: 64.9598 - val_loss: 16826.6111 - val_mean_absolute_error: 109.7716
Epoch 2216/5000
148/148 [==============================] - 0s 61us/step - loss: 7380.3506 - mean_absolute_error: 64.9462 - val_loss: 16814.9461 - val_mean_absolute_error: 109.7266
Epoch 2217/5000
148/148 [==============================] - 0s 68us/step - loss: 7376.3281 - mean_absolute_error: 64.9288 - val_loss: 16808.9902 - val_mean_absolute_error: 109.7048
Epoch 2218/5000
148/148 [==============================] - 0s 61us/step - loss: 7375.5652 - mean_absolute_error: 64.9441 - val_loss: 16803.7332 - val_mean_absolute_error: 109.6839
Epoch 2219/5000
148/148 [==============================] - 0s 74us/step - loss: 7370.6435 - mean_absolute_error: 64.8916 - val_loss: 16794.8968 - val_mean_absolute_error: 109.6584
Epoch 2220/5000
148/148 [==============================] - 0s 68us/step - loss: 7366.0145 - mean_absolute_error: 64.8566 - val_loss: 16782.8176 - val_mean_absolute_error: 109.6127
Epoch 2221/5000
148/148 [==============================] - 0s 68us/step - loss: 7366.7346 - mean_absolute_error: 64.8322 - val_loss: 16774.0193 - val_mean_absolute_error: 109.5793
Epoch 2222/5000
148/148 [==============================] - 0s 68us/step - loss: 7358.9111 - mean_absolute_error: 64.7954 - val_loss: 16762.8296 - val_mean_absolute_error: 109.5346
Epoch 2223/5000
148/148 [==============================] - 0s 81us/step - loss: 7354.3515 - mean_absolute_error: 64.7446 - val_loss: 16754.3521 - val_mean_absolute_error: 109.5050
Epoch 2224/5000
148/148 [==============================] - 0s 68us/step - loss: 7352.6045 - mean_absolute_error: 64.7289 - val_loss: 16745.4609 - val_mean_absolute_error: 109.4720
Epoch 2225/5000
148/148 [==============================] - 0s 68us/step - loss: 7348.5687 - mean_absolute_error: 64.7095 - val_loss: 16738.4363 - val_mean_absolute_error: 109.4481
Epoch 2226/5000
148/148 [==============================] - 0s 68us/step - loss: 7346.1360 - mean_absolute_error: 64.7010 - val_loss: 16728.0635 - val_mean_absolute_error: 109.4087
Epoch 2227/5000
148/148 [==============================] - 0s 68us/step - loss: 7340.7884 - mean_absolute_error: 64.6970 - val_loss: 16716.4209 - val_mean_absolute_error: 109.3644
Epoch 2228/5000
148/148 [==============================] - 0s 74us/step - loss: 7336.9421 - mean_absolute_error: 64.7024 - val_loss: 16712.7455 - val_mean_absolute_error: 109.3425
Epoch 2229/5000
148/148 [==============================] - 0s 68us/step - loss: 7331.3827 - mean_absolute_error: 64.6283 - val_loss: 16700.2175 - val_mean_absolute_error: 109.2997
Epoch 2230/5000
148/148 [==============================] - 0s 68us/step - loss: 7327.4514 - mean_absolute_error: 64.6244 - val_loss: 16686.5380 - val_mean_absolute_error: 109.2487
Epoch 2231/5000
148/148 [==============================] - 0s 122us/step - loss: 7322.5752 - mean_absolute_error: 64.6288 - val_loss: 16681.3961 - val_mean_absolute_error: 109.2340
Epoch 2232/5000
148/148 [==============================] - 0s 74us/step - loss: 7320.9146 - mean_absolute_error: 64.5920 - val_loss: 16669.7444 - val_mean_absolute_error: 109.1895
Epoch 2233/5000
148/148 [==============================] - 0s 68us/step - loss: 7317.4247 - mean_absolute_error: 64.5677 - val_loss: 16660.5314 - val_mean_absolute_error: 109.1554
Epoch 2234/5000
148/148 [==============================] - 0s 74us/step - loss: 7311.5259 - mean_absolute_error: 64.5578 - val_loss: 16652.8172 - val_mean_absolute_error: 109.1313
Epoch 2235/5000
148/148 [==============================] - 0s 88us/step - loss: 7311.6683 - mean_absolute_error: 64.6056 - val_loss: 16645.4196 - val_mean_absolute_error: 109.1035
Epoch 2236/5000
148/148 [==============================] - 0s 74us/step - loss: 7307.8928 - mean_absolute_error: 64.5589 - val_loss: 16633.0652 - val_mean_absolute_error: 109.0565
Epoch 2237/5000
148/148 [==============================] - 0s 74us/step - loss: 7303.8373 - mean_absolute_error: 64.5202 - val_loss: 16627.6527 - val_mean_absolute_error: 109.0381
Epoch 2238/5000
148/148 [==============================] - 0s 74us/step - loss: 7301.6412 - mean_absolute_error: 64.5299 - val_loss: 16624.4087 - val_mean_absolute_error: 109.0275
Epoch 2239/5000
148/148 [==============================] - 0s 68us/step - loss: 7294.5966 - mean_absolute_error: 64.4860 - val_loss: 16617.6425 - val_mean_absolute_error: 109.0036
Epoch 2240/5000
148/148 [==============================] - 0s 61us/step - loss: 7296.9712 - mean_absolute_error: 64.4569 - val_loss: 16604.6918 - val_mean_absolute_error: 108.9561
Epoch 2241/5000
148/148 [==============================] - 0s 68us/step - loss: 7287.4940 - mean_absolute_error: 64.4709 - val_loss: 16599.1225 - val_mean_absolute_error: 108.9276
Epoch 2242/5000
148/148 [==============================] - 0s 68us/step - loss: 7284.4265 - mean_absolute_error: 64.4209 - val_loss: 16587.6125 - val_mean_absolute_error: 108.8844
Epoch 2243/5000
148/148 [==============================] - 0s 61us/step - loss: 7277.6169 - mean_absolute_error: 64.4422 - val_loss: 16579.3379 - val_mean_absolute_error: 108.8570
Epoch 2244/5000
148/148 [==============================] - 0s 68us/step - loss: 7273.3694 - mean_absolute_error: 64.4153 - val_loss: 16568.8685 - val_mean_absolute_error: 108.8177
Epoch 2245/5000
148/148 [==============================] - 0s 68us/step - loss: 7269.1236 - mean_absolute_error: 64.3992 - val_loss: 16562.6524 - val_mean_absolute_error: 108.7930
Epoch 2246/5000
148/148 [==============================] - 0s 68us/step - loss: 7267.2128 - mean_absolute_error: 64.3563 - val_loss: 16556.6585 - val_mean_absolute_error: 108.7712
Epoch 2247/5000
148/148 [==============================] - 0s 68us/step - loss: 7264.0046 - mean_absolute_error: 64.3585 - val_loss: 16550.1156 - val_mean_absolute_error: 108.7398
Epoch 2248/5000
148/148 [==============================] - 0s 74us/step - loss: 7259.6539 - mean_absolute_error: 64.2830 - val_loss: 16541.8371 - val_mean_absolute_error: 108.7101
Epoch 2249/5000
148/148 [==============================] - 0s 68us/step - loss: 7255.8516 - mean_absolute_error: 64.2856 - val_loss: 16536.0396 - val_mean_absolute_error: 108.6906
Epoch 2250/5000
148/148 [==============================] - 0s 68us/step - loss: 7254.0067 - mean_absolute_error: 64.2317 - val_loss: 16528.8754 - val_mean_absolute_error: 108.6633
Epoch 2251/5000
148/148 [==============================] - 0s 68us/step - loss: 7250.6301 - mean_absolute_error: 64.2049 - val_loss: 16519.2163 - val_mean_absolute_error: 108.6222
Epoch 2252/5000
148/148 [==============================] - 0s 68us/step - loss: 7249.0415 - mean_absolute_error: 64.2019 - val_loss: 16508.1889 - val_mean_absolute_error: 108.5805
Epoch 2253/5000
148/148 [==============================] - 0s 68us/step - loss: 7241.6676 - mean_absolute_error: 64.1989 - val_loss: 16494.9748 - val_mean_absolute_error: 108.5298
Epoch 2254/5000
148/148 [==============================] - 0s 68us/step - loss: 7237.4627 - mean_absolute_error: 64.1692 - val_loss: 16483.0759 - val_mean_absolute_error: 108.4911
Epoch 2255/5000
148/148 [==============================] - 0s 61us/step - loss: 7231.6273 - mean_absolute_error: 64.2106 - val_loss: 16477.6533 - val_mean_absolute_error: 108.4728
Epoch 2256/5000
148/148 [==============================] - 0s 61us/step - loss: 7229.2605 - mean_absolute_error: 64.1709 - val_loss: 16470.2205 - val_mean_absolute_error: 108.4460
Epoch 2257/5000
148/148 [==============================] - 0s 68us/step - loss: 7225.4812 - mean_absolute_error: 64.1558 - val_loss: 16461.2009 - val_mean_absolute_error: 108.4099
Epoch 2258/5000
148/148 [==============================] - 0s 61us/step - loss: 7221.4616 - mean_absolute_error: 64.1213 - val_loss: 16452.6429 - val_mean_absolute_error: 108.3826
Epoch 2259/5000
148/148 [==============================] - 0s 67us/step - loss: 7218.7300 - mean_absolute_error: 64.0840 - val_loss: 16442.8083 - val_mean_absolute_error: 108.3429
Epoch 2260/5000
148/148 [==============================] - 0s 68us/step - loss: 7215.3109 - mean_absolute_error: 64.0646 - val_loss: 16437.1548 - val_mean_absolute_error: 108.3209
Epoch 2261/5000
148/148 [==============================] - 0s 68us/step - loss: 7211.7453 - mean_absolute_error: 64.0398 - val_loss: 16425.9314 - val_mean_absolute_error: 108.2783
Epoch 2262/5000
148/148 [==============================] - 0s 68us/step - loss: 7210.9518 - mean_absolute_error: 64.0005 - val_loss: 16415.5270 - val_mean_absolute_error: 108.2368
Epoch 2263/5000
148/148 [==============================] - 0s 74us/step - loss: 7204.2467 - mean_absolute_error: 63.9852 - val_loss: 16403.8264 - val_mean_absolute_error: 108.1916
Epoch 2264/5000
148/148 [==============================] - 0s 81us/step - loss: 7200.2414 - mean_absolute_error: 63.9610 - val_loss: 16395.6586 - val_mean_absolute_error: 108.1633
Epoch 2265/5000
148/148 [==============================] - 0s 61us/step - loss: 7198.7447 - mean_absolute_error: 63.9393 - val_loss: 16390.0402 - val_mean_absolute_error: 108.1426
Epoch 2266/5000
148/148 [==============================] - 0s 74us/step - loss: 7194.5255 - mean_absolute_error: 63.8957 - val_loss: 16376.2609 - val_mean_absolute_error: 108.0993
Epoch 2267/5000
148/148 [==============================] - 0s 68us/step - loss: 7191.5508 - mean_absolute_error: 63.8906 - val_loss: 16372.7686 - val_mean_absolute_error: 108.0879
Epoch 2268/5000
148/148 [==============================] - 0s 68us/step - loss: 7188.7658 - mean_absolute_error: 63.8472 - val_loss: 16362.6493 - val_mean_absolute_error: 108.0478
Epoch 2269/5000
148/148 [==============================] - 0s 74us/step - loss: 7184.5346 - mean_absolute_error: 63.8241 - val_loss: 16354.1121 - val_mean_absolute_error: 108.0204
Epoch 2270/5000
148/148 [==============================] - 0s 61us/step - loss: 7181.6895 - mean_absolute_error: 63.8358 - val_loss: 16348.3377 - val_mean_absolute_error: 108.0005
Epoch 2271/5000
148/148 [==============================] - 0s 68us/step - loss: 7178.9222 - mean_absolute_error: 63.8421 - val_loss: 16340.5325 - val_mean_absolute_error: 107.9820
Epoch 2272/5000
148/148 [==============================] - 0s 68us/step - loss: 7174.4386 - mean_absolute_error: 63.8391 - val_loss: 16332.6066 - val_mean_absolute_error: 107.9502
Epoch 2273/5000
148/148 [==============================] - 0s 68us/step - loss: 7171.8775 - mean_absolute_error: 63.7916 - val_loss: 16320.3455 - val_mean_absolute_error: 107.9032
Epoch 2274/5000
148/148 [==============================] - 0s 74us/step - loss: 7169.9524 - mean_absolute_error: 63.7473 - val_loss: 16306.7749 - val_mean_absolute_error: 107.8570
Epoch 2275/5000
148/148 [==============================] - 0s 61us/step - loss: 7163.7809 - mean_absolute_error: 63.7837 - val_loss: 16296.3305 - val_mean_absolute_error: 107.8159
Epoch 2276/5000
148/148 [==============================] - 0s 68us/step - loss: 7158.4691 - mean_absolute_error: 63.7583 - val_loss: 16289.4415 - val_mean_absolute_error: 107.7882
Epoch 2277/5000
148/148 [==============================] - 0s 68us/step - loss: 7156.6640 - mean_absolute_error: 63.7203 - val_loss: 16283.3748 - val_mean_absolute_error: 107.7650
Epoch 2278/5000
148/148 [==============================] - 0s 61us/step - loss: 7153.3818 - mean_absolute_error: 63.7440 - val_loss: 16275.2681 - val_mean_absolute_error: 107.7326
Epoch 2279/5000
148/148 [==============================] - 0s 61us/step - loss: 7150.4437 - mean_absolute_error: 63.6896 - val_loss: 16266.6728 - val_mean_absolute_error: 107.7007
Epoch 2280/5000
148/148 [==============================] - 0s 61us/step - loss: 7149.7874 - mean_absolute_error: 63.7004 - val_loss: 16255.4745 - val_mean_absolute_error: 107.6560
Epoch 2281/5000
148/148 [==============================] - 0s 61us/step - loss: 7143.2615 - mean_absolute_error: 63.6513 - val_loss: 16246.3173 - val_mean_absolute_error: 107.6197
Epoch 2282/5000
148/148 [==============================] - 0s 74us/step - loss: 7139.3467 - mean_absolute_error: 63.6413 - val_loss: 16240.3728 - val_mean_absolute_error: 107.5978
Epoch 2283/5000
148/148 [==============================] - 0s 68us/step - loss: 7138.7738 - mean_absolute_error: 63.6287 - val_loss: 16235.5911 - val_mean_absolute_error: 107.5794
Epoch 2284/5000
148/148 [==============================] - 0s 68us/step - loss: 7134.9217 - mean_absolute_error: 63.5853 - val_loss: 16230.6737 - val_mean_absolute_error: 107.5679
Epoch 2285/5000
148/148 [==============================] - 0s 61us/step - loss: 7131.8795 - mean_absolute_error: 63.5376 - val_loss: 16220.7979 - val_mean_absolute_error: 107.5350
Epoch 2286/5000
148/148 [==============================] - 0s 74us/step - loss: 7126.1210 - mean_absolute_error: 63.5742 - val_loss: 16213.6280 - val_mean_absolute_error: 107.5016
Epoch 2287/5000
148/148 [==============================] - 0s 68us/step - loss: 7123.8324 - mean_absolute_error: 63.5634 - val_loss: 16209.3127 - val_mean_absolute_error: 107.4784
Epoch 2288/5000
148/148 [==============================] - 0s 68us/step - loss: 7120.0999 - mean_absolute_error: 63.5236 - val_loss: 16199.1825 - val_mean_absolute_error: 107.4385
Epoch 2289/5000
148/148 [==============================] - 0s 68us/step - loss: 7116.6721 - mean_absolute_error: 63.4876 - val_loss: 16188.5716 - val_mean_absolute_error: 107.3928
Epoch 2290/5000
148/148 [==============================] - 0s 68us/step - loss: 7112.9632 - mean_absolute_error: 63.4639 - val_loss: 16184.1489 - val_mean_absolute_error: 107.3775
Epoch 2291/5000
148/148 [==============================] - 0s 68us/step - loss: 7110.7905 - mean_absolute_error: 63.4434 - val_loss: 16176.4453 - val_mean_absolute_error: 107.3524
Epoch 2292/5000
148/148 [==============================] - 0s 61us/step - loss: 7105.7640 - mean_absolute_error: 63.4128 - val_loss: 16171.0348 - val_mean_absolute_error: 107.3213
Epoch 2293/5000
148/148 [==============================] - 0s 68us/step - loss: 7103.4093 - mean_absolute_error: 63.3724 - val_loss: 16160.3752 - val_mean_absolute_error: 107.2783
Epoch 2294/5000
148/148 [==============================] - 0s 68us/step - loss: 7100.1988 - mean_absolute_error: 63.3670 - val_loss: 16149.5573 - val_mean_absolute_error: 107.2365
Epoch 2295/5000
148/148 [==============================] - 0s 61us/step - loss: 7095.4258 - mean_absolute_error: 63.3401 - val_loss: 16137.4907 - val_mean_absolute_error: 107.1997
Epoch 2296/5000
148/148 [==============================] - 0s 68us/step - loss: 7092.4202 - mean_absolute_error: 63.2916 - val_loss: 16133.0545 - val_mean_absolute_error: 107.1780
Epoch 2297/5000
148/148 [==============================] - 0s 74us/step - loss: 7089.1530 - mean_absolute_error: 63.2707 - val_loss: 16125.5813 - val_mean_absolute_error: 107.1468
Epoch 2298/5000
148/148 [==============================] - 0s 68us/step - loss: 7087.4493 - mean_absolute_error: 63.2420 - val_loss: 16116.5468 - val_mean_absolute_error: 107.1127
Epoch 2299/5000
148/148 [==============================] - 0s 61us/step - loss: 7083.5209 - mean_absolute_error: 63.2322 - val_loss: 16110.8548 - val_mean_absolute_error: 107.0926
Epoch 2300/5000
148/148 [==============================] - 0s 74us/step - loss: 7081.8309 - mean_absolute_error: 63.1907 - val_loss: 16098.4576 - val_mean_absolute_error: 107.0539
Epoch 2301/5000
148/148 [==============================] - 0s 68us/step - loss: 7076.2123 - mean_absolute_error: 63.1684 - val_loss: 16091.9333 - val_mean_absolute_error: 107.0238
Epoch 2302/5000
148/148 [==============================] - 0s 74us/step - loss: 7073.3758 - mean_absolute_error: 63.1765 - val_loss: 16085.2476 - val_mean_absolute_error: 106.9979
Epoch 2303/5000
148/148 [==============================] - 0s 74us/step - loss: 7072.5785 - mean_absolute_error: 63.1661 - val_loss: 16074.9452 - val_mean_absolute_error: 106.9559
Epoch 2304/5000
148/148 [==============================] - 0s 74us/step - loss: 7068.3737 - mean_absolute_error: 63.1185 - val_loss: 16067.9454 - val_mean_absolute_error: 106.9292
Epoch 2305/5000
148/148 [==============================] - 0s 68us/step - loss: 7062.5930 - mean_absolute_error: 63.1071 - val_loss: 16064.3359 - val_mean_absolute_error: 106.9090
Epoch 2306/5000
148/148 [==============================] - 0s 61us/step - loss: 7063.5402 - mean_absolute_error: 63.0397 - val_loss: 16057.7147 - val_mean_absolute_error: 106.8907
Epoch 2307/5000
148/148 [==============================] - 0s 81us/step - loss: 7058.7884 - mean_absolute_error: 63.0087 - val_loss: 16043.7850 - val_mean_absolute_error: 106.8370
Epoch 2308/5000
148/148 [==============================] - 0s 68us/step - loss: 7051.0387 - mean_absolute_error: 63.0394 - val_loss: 16036.1270 - val_mean_absolute_error: 106.8074
Epoch 2309/5000
148/148 [==============================] - 0s 68us/step - loss: 7048.3304 - mean_absolute_error: 63.0145 - val_loss: 16030.3091 - val_mean_absolute_error: 106.7888
Epoch 2310/5000
148/148 [==============================] - 0s 74us/step - loss: 7046.0940 - mean_absolute_error: 63.0273 - val_loss: 16020.9698 - val_mean_absolute_error: 106.7585
Epoch 2311/5000
148/148 [==============================] - 0s 61us/step - loss: 7042.1134 - mean_absolute_error: 63.0074 - val_loss: 16012.9691 - val_mean_absolute_error: 106.7276
Epoch 2312/5000
148/148 [==============================] - 0s 61us/step - loss: 7039.4743 - mean_absolute_error: 62.9737 - val_loss: 16010.4152 - val_mean_absolute_error: 106.7167
Epoch 2313/5000
148/148 [==============================] - 0s 74us/step - loss: 7037.7767 - mean_absolute_error: 62.9627 - val_loss: 16002.8271 - val_mean_absolute_error: 106.6838
Epoch 2314/5000
148/148 [==============================] - 0s 61us/step - loss: 7032.0089 - mean_absolute_error: 62.9276 - val_loss: 15992.9123 - val_mean_absolute_error: 106.6440
Epoch 2315/5000
148/148 [==============================] - 0s 68us/step - loss: 7030.0960 - mean_absolute_error: 62.9129 - val_loss: 15985.6968 - val_mean_absolute_error: 106.6145
Epoch 2316/5000
148/148 [==============================] - 0s 68us/step - loss: 7026.0691 - mean_absolute_error: 62.8972 - val_loss: 15980.4516 - val_mean_absolute_error: 106.5909
Epoch 2317/5000
148/148 [==============================] - 0s 61us/step - loss: 7025.5406 - mean_absolute_error: 62.8453 - val_loss: 15973.1104 - val_mean_absolute_error: 106.5691
Epoch 2318/5000
148/148 [==============================] - 0s 68us/step - loss: 7020.7802 - mean_absolute_error: 62.8207 - val_loss: 15967.1950 - val_mean_absolute_error: 106.5456
Epoch 2319/5000
148/148 [==============================] - 0s 68us/step - loss: 7015.9168 - mean_absolute_error: 62.8161 - val_loss: 15957.0119 - val_mean_absolute_error: 106.5109
Epoch 2320/5000
148/148 [==============================] - 0s 68us/step - loss: 7016.1608 - mean_absolute_error: 62.8400 - val_loss: 15948.8732 - val_mean_absolute_error: 106.4646
Epoch 2321/5000
148/148 [==============================] - 0s 68us/step - loss: 7015.8406 - mean_absolute_error: 62.7674 - val_loss: 15941.0640 - val_mean_absolute_error: 106.4333
Epoch 2322/5000
148/148 [==============================] - 0s 68us/step - loss: 7005.7333 - mean_absolute_error: 62.7417 - val_loss: 15938.3652 - val_mean_absolute_error: 106.4215
Epoch 2323/5000
148/148 [==============================] - 0s 68us/step - loss: 7003.1710 - mean_absolute_error: 62.7045 - val_loss: 15929.9722 - val_mean_absolute_error: 106.3855
Epoch 2324/5000
148/148 [==============================] - 0s 68us/step - loss: 7002.0376 - mean_absolute_error: 62.6908 - val_loss: 15928.2796 - val_mean_absolute_error: 106.3833
Epoch 2325/5000
148/148 [==============================] - 0s 68us/step - loss: 6996.8332 - mean_absolute_error: 62.6857 - val_loss: 15923.1067 - val_mean_absolute_error: 106.3588
Epoch 2326/5000
148/148 [==============================] - 0s 74us/step - loss: 6995.0999 - mean_absolute_error: 62.6641 - val_loss: 15918.0586 - val_mean_absolute_error: 106.3357
Epoch 2327/5000
148/148 [==============================] - 0s 61us/step - loss: 6993.2370 - mean_absolute_error: 62.6136 - val_loss: 15910.9680 - val_mean_absolute_error: 106.3076
Epoch 2328/5000
148/148 [==============================] - 0s 74us/step - loss: 6990.5107 - mean_absolute_error: 62.5806 - val_loss: 15902.3896 - val_mean_absolute_error: 106.2739
Epoch 2329/5000
148/148 [==============================] - 0s 68us/step - loss: 6986.5690 - mean_absolute_error: 62.6022 - val_loss: 15896.1339 - val_mean_absolute_error: 106.2506
Epoch 2330/5000
148/148 [==============================] - 0s 68us/step - loss: 6984.4209 - mean_absolute_error: 62.5690 - val_loss: 15893.8546 - val_mean_absolute_error: 106.2459
Epoch 2331/5000
148/148 [==============================] - 0s 68us/step - loss: 6980.5426 - mean_absolute_error: 62.5309 - val_loss: 15884.2909 - val_mean_absolute_error: 106.2113
Epoch 2332/5000
148/148 [==============================] - 0s 74us/step - loss: 6979.1211 - mean_absolute_error: 62.4644 - val_loss: 15877.6303 - val_mean_absolute_error: 106.1820
Epoch 2333/5000
148/148 [==============================] - 0s 61us/step - loss: 6974.3791 - mean_absolute_error: 62.4488 - val_loss: 15873.6801 - val_mean_absolute_error: 106.1697
Epoch 2334/5000
148/148 [==============================] - 0s 74us/step - loss: 6972.8372 - mean_absolute_error: 62.4403 - val_loss: 15869.9146 - val_mean_absolute_error: 106.1573
Epoch 2335/5000
148/148 [==============================] - 0s 68us/step - loss: 6970.5834 - mean_absolute_error: 62.4062 - val_loss: 15862.6973 - val_mean_absolute_error: 106.1298
Epoch 2336/5000
148/148 [==============================] - 0s 61us/step - loss: 6968.3609 - mean_absolute_error: 62.3926 - val_loss: 15853.4264 - val_mean_absolute_error: 106.0930
Epoch 2337/5000
148/148 [==============================] - 0s 74us/step - loss: 6965.2014 - mean_absolute_error: 62.3891 - val_loss: 15847.2077 - val_mean_absolute_error: 106.0571
Epoch 2338/5000
148/148 [==============================] - 0s 61us/step - loss: 6960.1068 - mean_absolute_error: 62.3725 - val_loss: 15837.7232 - val_mean_absolute_error: 106.0187
Epoch 2339/5000
148/148 [==============================] - 0s 81us/step - loss: 6957.0863 - mean_absolute_error: 62.3324 - val_loss: 15829.1869 - val_mean_absolute_error: 105.9864
Epoch 2340/5000
148/148 [==============================] - 0s 61us/step - loss: 6953.0683 - mean_absolute_error: 62.3001 - val_loss: 15821.4308 - val_mean_absolute_error: 105.9631
Epoch 2341/5000
148/148 [==============================] - 0s 61us/step - loss: 6953.9879 - mean_absolute_error: 62.3270 - val_loss: 15817.1364 - val_mean_absolute_error: 105.9553
Epoch 2342/5000
148/148 [==============================] - 0s 68us/step - loss: 6945.5730 - mean_absolute_error: 62.2668 - val_loss: 15810.4643 - val_mean_absolute_error: 105.9290
Epoch 2343/5000
148/148 [==============================] - 0s 68us/step - loss: 6945.9320 - mean_absolute_error: 62.2617 - val_loss: 15807.8561 - val_mean_absolute_error: 105.9195
Epoch 2344/5000
148/148 [==============================] - 0s 74us/step - loss: 6942.2880 - mean_absolute_error: 62.2405 - val_loss: 15806.1925 - val_mean_absolute_error: 105.9135
Epoch 2345/5000
148/148 [==============================] - 0s 74us/step - loss: 6940.1746 - mean_absolute_error: 62.2665 - val_loss: 15800.8811 - val_mean_absolute_error: 105.8888
Epoch 2346/5000
148/148 [==============================] - 0s 61us/step - loss: 6935.4667 - mean_absolute_error: 62.2368 - val_loss: 15797.4643 - val_mean_absolute_error: 105.8806
Epoch 2347/5000
148/148 [==============================] - 0s 68us/step - loss: 6934.3507 - mean_absolute_error: 62.2133 - val_loss: 15793.7977 - val_mean_absolute_error: 105.8641
Epoch 2348/5000
148/148 [==============================] - 0s 68us/step - loss: 6936.1466 - mean_absolute_error: 62.1735 - val_loss: 15782.7025 - val_mean_absolute_error: 105.8262
Epoch 2349/5000
148/148 [==============================] - 0s 61us/step - loss: 6931.1351 - mean_absolute_error: 62.2056 - val_loss: 15774.9244 - val_mean_absolute_error: 105.7923
Epoch 2350/5000
148/148 [==============================] - 0s 74us/step - loss: 6925.8640 - mean_absolute_error: 62.1793 - val_loss: 15763.5711 - val_mean_absolute_error: 105.7457
Epoch 2351/5000
148/148 [==============================] - 0s 61us/step - loss: 6923.1069 - mean_absolute_error: 62.1742 - val_loss: 15754.8561 - val_mean_absolute_error: 105.7075
Epoch 2352/5000
148/148 [==============================] - 0s 68us/step - loss: 6919.2280 - mean_absolute_error: 62.1347 - val_loss: 15746.6127 - val_mean_absolute_error: 105.6744
Epoch 2353/5000
148/148 [==============================] - 0s 68us/step - loss: 6917.7736 - mean_absolute_error: 62.1020 - val_loss: 15742.7093 - val_mean_absolute_error: 105.6543
Epoch 2354/5000
148/148 [==============================] - 0s 61us/step - loss: 6915.1694 - mean_absolute_error: 62.0629 - val_loss: 15737.3507 - val_mean_absolute_error: 105.6318
Epoch 2355/5000
148/148 [==============================] - 0s 61us/step - loss: 6910.5325 - mean_absolute_error: 62.0792 - val_loss: 15727.2852 - val_mean_absolute_error: 105.5895
Epoch 2356/5000
148/148 [==============================] - 0s 74us/step - loss: 6909.9752 - mean_absolute_error: 62.0761 - val_loss: 15718.5582 - val_mean_absolute_error: 105.5575
Epoch 2357/5000
148/148 [==============================] - 0s 68us/step - loss: 6900.3958 - mean_absolute_error: 62.0831 - val_loss: 15712.2939 - val_mean_absolute_error: 105.5329
Epoch 2358/5000
148/148 [==============================] - 0s 68us/step - loss: 6898.5637 - mean_absolute_error: 62.0714 - val_loss: 15703.6399 - val_mean_absolute_error: 105.4937
Epoch 2359/5000
148/148 [==============================] - 0s 74us/step - loss: 6894.9646 - mean_absolute_error: 62.0617 - val_loss: 15696.6036 - val_mean_absolute_error: 105.4765
Epoch 2360/5000
148/148 [==============================] - 0s 61us/step - loss: 6891.9348 - mean_absolute_error: 62.0405 - val_loss: 15688.7093 - val_mean_absolute_error: 105.4440
Epoch 2361/5000
148/148 [==============================] - 0s 68us/step - loss: 6888.3890 - mean_absolute_error: 62.0321 - val_loss: 15681.3727 - val_mean_absolute_error: 105.4123
Epoch 2362/5000
148/148 [==============================] - 0s 74us/step - loss: 6886.8430 - mean_absolute_error: 62.0380 - val_loss: 15677.7031 - val_mean_absolute_error: 105.3994
Epoch 2363/5000
148/148 [==============================] - 0s 68us/step - loss: 6886.0892 - mean_absolute_error: 62.0468 - val_loss: 15673.7152 - val_mean_absolute_error: 105.3830
Epoch 2364/5000
148/148 [==============================] - 0s 68us/step - loss: 6885.8508 - mean_absolute_error: 62.0041 - val_loss: 15664.1573 - val_mean_absolute_error: 105.3466
Epoch 2365/5000
148/148 [==============================] - 0s 81us/step - loss: 6879.3304 - mean_absolute_error: 61.9512 - val_loss: 15657.6662 - val_mean_absolute_error: 105.3237
Epoch 2366/5000
148/148 [==============================] - 0s 68us/step - loss: 6878.5787 - mean_absolute_error: 61.9676 - val_loss: 15654.6606 - val_mean_absolute_error: 105.3195
Epoch 2367/5000
148/148 [==============================] - 0s 74us/step - loss: 6875.0714 - mean_absolute_error: 61.9245 - val_loss: 15647.1577 - val_mean_absolute_error: 105.2872
Epoch 2368/5000
148/148 [==============================] - 0s 68us/step - loss: 6871.4731 - mean_absolute_error: 61.9213 - val_loss: 15644.4664 - val_mean_absolute_error: 105.2774
Epoch 2369/5000
148/148 [==============================] - 0s 68us/step - loss: 6868.1657 - mean_absolute_error: 61.8790 - val_loss: 15632.9554 - val_mean_absolute_error: 105.2347
Epoch 2370/5000
148/148 [==============================] - 0s 61us/step - loss: 6864.5193 - mean_absolute_error: 61.8996 - val_loss: 15626.4279 - val_mean_absolute_error: 105.2104
Epoch 2371/5000
148/148 [==============================] - 0s 61us/step - loss: 6861.4652 - mean_absolute_error: 61.8600 - val_loss: 15620.9971 - val_mean_absolute_error: 105.1914
Epoch 2372/5000
148/148 [==============================] - 0s 68us/step - loss: 6863.4831 - mean_absolute_error: 61.8458 - val_loss: 15619.5971 - val_mean_absolute_error: 105.1818
Epoch 2373/5000
148/148 [==============================] - 0s 68us/step - loss: 6856.5824 - mean_absolute_error: 61.8013 - val_loss: 15610.9541 - val_mean_absolute_error: 105.1512
Epoch 2374/5000
148/148 [==============================] - 0s 74us/step - loss: 6853.2679 - mean_absolute_error: 61.8106 - val_loss: 15605.1390 - val_mean_absolute_error: 105.1263
Epoch 2375/5000
148/148 [==============================] - 0s 74us/step - loss: 6852.7438 - mean_absolute_error: 61.8228 - val_loss: 15595.1792 - val_mean_absolute_error: 105.0836
Epoch 2376/5000
148/148 [==============================] - 0s 68us/step - loss: 6848.1616 - mean_absolute_error: 61.7831 - val_loss: 15588.1412 - val_mean_absolute_error: 105.0534
Epoch 2377/5000
148/148 [==============================] - 0s 74us/step - loss: 6844.1762 - mean_absolute_error: 61.7870 - val_loss: 15583.5849 - val_mean_absolute_error: 105.0354
Epoch 2378/5000
148/148 [==============================] - 0s 61us/step - loss: 6841.4226 - mean_absolute_error: 61.7677 - val_loss: 15573.7731 - val_mean_absolute_error: 104.9945
Epoch 2379/5000
148/148 [==============================] - 0s 68us/step - loss: 6841.3691 - mean_absolute_error: 61.7829 - val_loss: 15566.9266 - val_mean_absolute_error: 104.9669
Epoch 2380/5000
148/148 [==============================] - 0s 68us/step - loss: 6834.3502 - mean_absolute_error: 61.7579 - val_loss: 15558.9830 - val_mean_absolute_error: 104.9337
Epoch 2381/5000
148/148 [==============================] - 0s 61us/step - loss: 6831.4202 - mean_absolute_error: 61.7196 - val_loss: 15548.8194 - val_mean_absolute_error: 104.8916
Epoch 2382/5000
148/148 [==============================] - 0s 74us/step - loss: 6827.6824 - mean_absolute_error: 61.6905 - val_loss: 15539.6299 - val_mean_absolute_error: 104.8533
Epoch 2383/5000
148/148 [==============================] - 0s 68us/step - loss: 6822.5635 - mean_absolute_error: 61.6739 - val_loss: 15529.1633 - val_mean_absolute_error: 104.8104
Epoch 2384/5000
148/148 [==============================] - 0s 74us/step - loss: 6820.8667 - mean_absolute_error: 61.6666 - val_loss: 15523.0061 - val_mean_absolute_error: 104.7868
Epoch 2385/5000
148/148 [==============================] - 0s 61us/step - loss: 6814.6730 - mean_absolute_error: 61.6360 - val_loss: 15518.0990 - val_mean_absolute_error: 104.7663
Epoch 2386/5000
148/148 [==============================] - 0s 74us/step - loss: 6814.4116 - mean_absolute_error: 61.5892 - val_loss: 15506.2774 - val_mean_absolute_error: 104.7274
Epoch 2387/5000
148/148 [==============================] - 0s 68us/step - loss: 6810.6657 - mean_absolute_error: 61.5871 - val_loss: 15499.7657 - val_mean_absolute_error: 104.6985
Epoch 2388/5000
148/148 [==============================] - 0s 68us/step - loss: 6805.3254 - mean_absolute_error: 61.5449 - val_loss: 15492.4155 - val_mean_absolute_error: 104.6678
Epoch 2389/5000
148/148 [==============================] - 0s 68us/step - loss: 6804.5910 - mean_absolute_error: 61.5627 - val_loss: 15484.0295 - val_mean_absolute_error: 104.6327
Epoch 2390/5000
148/148 [==============================] - 0s 68us/step - loss: 6800.4628 - mean_absolute_error: 61.5465 - val_loss: 15476.0891 - val_mean_absolute_error: 104.6084
Epoch 2391/5000
148/148 [==============================] - 0s 68us/step - loss: 6796.2247 - mean_absolute_error: 61.5750 - val_loss: 15468.2736 - val_mean_absolute_error: 104.5736
Epoch 2392/5000
148/148 [==============================] - 0s 61us/step - loss: 6792.7317 - mean_absolute_error: 61.5570 - val_loss: 15461.3537 - val_mean_absolute_error: 104.5515
Epoch 2393/5000
148/148 [==============================] - 0s 68us/step - loss: 6790.6626 - mean_absolute_error: 61.4910 - val_loss: 15454.3591 - val_mean_absolute_error: 104.5279
Epoch 2394/5000
148/148 [==============================] - 0s 61us/step - loss: 6787.2907 - mean_absolute_error: 61.4744 - val_loss: 15444.6477 - val_mean_absolute_error: 104.4857
Epoch 2395/5000
148/148 [==============================] - 0s 68us/step - loss: 6784.8407 - mean_absolute_error: 61.4728 - val_loss: 15438.9237 - val_mean_absolute_error: 104.4550
Epoch 2396/5000
148/148 [==============================] - 0s 88us/step - loss: 6780.4925 - mean_absolute_error: 61.4093 - val_loss: 15433.9629 - val_mean_absolute_error: 104.4357
Epoch 2397/5000
148/148 [==============================] - 0s 81us/step - loss: 6779.2999 - mean_absolute_error: 61.4068 - val_loss: 15421.5274 - val_mean_absolute_error: 104.3898
Epoch 2398/5000
148/148 [==============================] - 0s 68us/step - loss: 6772.4175 - mean_absolute_error: 61.4372 - val_loss: 15416.3620 - val_mean_absolute_error: 104.3697
Epoch 2399/5000
148/148 [==============================] - 0s 74us/step - loss: 6769.6687 - mean_absolute_error: 61.4248 - val_loss: 15406.7673 - val_mean_absolute_error: 104.3275
Epoch 2400/5000
148/148 [==============================] - 0s 61us/step - loss: 6766.2933 - mean_absolute_error: 61.4063 - val_loss: 15399.9322 - val_mean_absolute_error: 104.2991
Epoch 2401/5000
148/148 [==============================] - 0s 81us/step - loss: 6765.0872 - mean_absolute_error: 61.3986 - val_loss: 15395.3153 - val_mean_absolute_error: 104.2815
Epoch 2402/5000
148/148 [==============================] - 0s 68us/step - loss: 6762.5089 - mean_absolute_error: 61.3736 - val_loss: 15388.6470 - val_mean_absolute_error: 104.2521
Epoch 2403/5000
148/148 [==============================] - 0s 74us/step - loss: 6760.8667 - mean_absolute_error: 61.3926 - val_loss: 15378.3222 - val_mean_absolute_error: 104.2089
Epoch 2404/5000
148/148 [==============================] - 0s 61us/step - loss: 6759.0668 - mean_absolute_error: 61.3460 - val_loss: 15371.9217 - val_mean_absolute_error: 104.1815
Epoch 2405/5000
148/148 [==============================] - 0s 68us/step - loss: 6752.9166 - mean_absolute_error: 61.3105 - val_loss: 15363.7568 - val_mean_absolute_error: 104.1477
Epoch 2406/5000
148/148 [==============================] - 0s 74us/step - loss: 6750.5484 - mean_absolute_error: 61.2962 - val_loss: 15356.1000 - val_mean_absolute_error: 104.1142
Epoch 2407/5000
148/148 [==============================] - 0s 61us/step - loss: 6747.0907 - mean_absolute_error: 61.2967 - val_loss: 15351.5041 - val_mean_absolute_error: 104.0941
Epoch 2408/5000
148/148 [==============================] - 0s 74us/step - loss: 6744.9833 - mean_absolute_error: 61.2916 - val_loss: 15349.3577 - val_mean_absolute_error: 104.0744
Epoch 2409/5000
148/148 [==============================] - 0s 68us/step - loss: 6742.4854 - mean_absolute_error: 61.2358 - val_loss: 15348.6471 - val_mean_absolute_error: 104.0737
Epoch 2410/5000
148/148 [==============================] - 0s 68us/step - loss: 6742.2073 - mean_absolute_error: 61.2879 - val_loss: 15345.4825 - val_mean_absolute_error: 104.0687
Epoch 2411/5000
148/148 [==============================] - 0s 74us/step - loss: 6737.9660 - mean_absolute_error: 61.2158 - val_loss: 15341.0954 - val_mean_absolute_error: 104.0522
Epoch 2412/5000
148/148 [==============================] - 0s 61us/step - loss: 6734.4197 - mean_absolute_error: 61.2261 - val_loss: 15339.6873 - val_mean_absolute_error: 104.0481
Epoch 2413/5000
148/148 [==============================] - 0s 61us/step - loss: 6738.2047 - mean_absolute_error: 61.2811 - val_loss: 15334.6224 - val_mean_absolute_error: 104.0262
Epoch 2414/5000
148/148 [==============================] - 0s 68us/step - loss: 6734.3224 - mean_absolute_error: 61.2538 - val_loss: 15331.2212 - val_mean_absolute_error: 104.0109
Epoch 2415/5000
148/148 [==============================] - 0s 68us/step - loss: 6731.4274 - mean_absolute_error: 61.2129 - val_loss: 15321.1381 - val_mean_absolute_error: 103.9682
Epoch 2416/5000
148/148 [==============================] - 0s 74us/step - loss: 6726.8099 - mean_absolute_error: 61.2087 - val_loss: 15316.9427 - val_mean_absolute_error: 103.9491
Epoch 2417/5000
148/148 [==============================] - 0s 61us/step - loss: 6723.0278 - mean_absolute_error: 61.1515 - val_loss: 15312.6727 - val_mean_absolute_error: 103.9304
Epoch 2418/5000
148/148 [==============================] - 0s 81us/step - loss: 6722.0808 - mean_absolute_error: 61.1229 - val_loss: 15304.6383 - val_mean_absolute_error: 103.8947
Epoch 2419/5000
148/148 [==============================] - 0s 68us/step - loss: 6719.0960 - mean_absolute_error: 61.1350 - val_loss: 15294.5035 - val_mean_absolute_error: 103.8529
Epoch 2420/5000
148/148 [==============================] - 0s 81us/step - loss: 6714.6321 - mean_absolute_error: 61.1272 - val_loss: 15286.2746 - val_mean_absolute_error: 103.8191
Epoch 2421/5000
148/148 [==============================] - 0s 68us/step - loss: 6712.0683 - mean_absolute_error: 61.1165 - val_loss: 15283.9376 - val_mean_absolute_error: 103.8185
Epoch 2422/5000
148/148 [==============================] - 0s 61us/step - loss: 6711.2793 - mean_absolute_error: 61.1498 - val_loss: 15279.6234 - val_mean_absolute_error: 103.8034
Epoch 2423/5000
148/148 [==============================] - 0s 68us/step - loss: 6706.7603 - mean_absolute_error: 61.1163 - val_loss: 15278.4487 - val_mean_absolute_error: 103.7915
Epoch 2424/5000
148/148 [==============================] - 0s 61us/step - loss: 6704.8733 - mean_absolute_error: 61.0597 - val_loss: 15271.9310 - val_mean_absolute_error: 103.7667
Epoch 2425/5000
148/148 [==============================] - 0s 61us/step - loss: 6701.6170 - mean_absolute_error: 61.0450 - val_loss: 15265.0734 - val_mean_absolute_error: 103.7359
Epoch 2426/5000
148/148 [==============================] - 0s 68us/step - loss: 6699.7934 - mean_absolute_error: 61.0060 - val_loss: 15263.2399 - val_mean_absolute_error: 103.7269
Epoch 2427/5000
148/148 [==============================] - 0s 61us/step - loss: 6697.2153 - mean_absolute_error: 60.9986 - val_loss: 15258.7928 - val_mean_absolute_error: 103.7004
Epoch 2428/5000
148/148 [==============================] - 0s 81us/step - loss: 6694.8815 - mean_absolute_error: 60.9460 - val_loss: 15249.8257 - val_mean_absolute_error: 103.6593
Epoch 2429/5000
148/148 [==============================] - 0s 61us/step - loss: 6692.2143 - mean_absolute_error: 60.8863 - val_loss: 15238.9060 - val_mean_absolute_error: 103.6212
Epoch 2430/5000
148/148 [==============================] - 0s 68us/step - loss: 6689.1090 - mean_absolute_error: 60.8834 - val_loss: 15231.1988 - val_mean_absolute_error: 103.5866
Epoch 2431/5000
148/148 [==============================] - 0s 68us/step - loss: 6687.5033 - mean_absolute_error: 60.9118 - val_loss: 15230.0920 - val_mean_absolute_error: 103.5712
Epoch 2432/5000
148/148 [==============================] - 0s 68us/step - loss: 6683.6236 - mean_absolute_error: 60.8542 - val_loss: 15225.5843 - val_mean_absolute_error: 103.5534
Epoch 2433/5000
148/148 [==============================] - 0s 68us/step - loss: 6681.3141 - mean_absolute_error: 60.8845 - val_loss: 15217.8052 - val_mean_absolute_error: 103.5176
Epoch 2434/5000
148/148 [==============================] - 0s 61us/step - loss: 6680.9297 - mean_absolute_error: 60.8140 - val_loss: 15213.2461 - val_mean_absolute_error: 103.5028
Epoch 2435/5000
148/148 [==============================] - 0s 61us/step - loss: 6676.8677 - mean_absolute_error: 60.8423 - val_loss: 15206.9870 - val_mean_absolute_error: 103.4761
Epoch 2436/5000
148/148 [==============================] - 0s 68us/step - loss: 6675.0318 - mean_absolute_error: 60.7788 - val_loss: 15198.4993 - val_mean_absolute_error: 103.4493
Epoch 2437/5000
148/148 [==============================] - 0s 88us/step - loss: 6672.3921 - mean_absolute_error: 60.7380 - val_loss: 15192.9738 - val_mean_absolute_error: 103.4211
Epoch 2438/5000
148/148 [==============================] - 0s 68us/step - loss: 6671.3135 - mean_absolute_error: 60.7532 - val_loss: 15192.7505 - val_mean_absolute_error: 103.4216
Epoch 2439/5000
148/148 [==============================] - 0s 68us/step - loss: 6670.7574 - mean_absolute_error: 60.7305 - val_loss: 15192.4272 - val_mean_absolute_error: 103.4191
Epoch 2440/5000
148/148 [==============================] - 0s 74us/step - loss: 6667.2264 - mean_absolute_error: 60.7184 - val_loss: 15189.8739 - val_mean_absolute_error: 103.4100
Epoch 2441/5000
148/148 [==============================] - 0s 74us/step - loss: 6665.0758 - mean_absolute_error: 60.7199 - val_loss: 15185.4248 - val_mean_absolute_error: 103.3901
Epoch 2442/5000
148/148 [==============================] - 0s 74us/step - loss: 6662.8653 - mean_absolute_error: 60.7270 - val_loss: 15182.1732 - val_mean_absolute_error: 103.3849
Epoch 2443/5000
148/148 [==============================] - 0s 83us/step - loss: 6661.3281 - mean_absolute_error: 60.7397 - val_loss: 15175.9184 - val_mean_absolute_error: 103.3567
Epoch 2444/5000
148/148 [==============================] - 0s 68us/step - loss: 6661.8708 - mean_absolute_error: 60.6990 - val_loss: 15171.3292 - val_mean_absolute_error: 103.3442
Epoch 2445/5000
148/148 [==============================] - 0s 68us/step - loss: 6661.9287 - mean_absolute_error: 60.6753 - val_loss: 15163.7665 - val_mean_absolute_error: 103.3106
Epoch 2446/5000
148/148 [==============================] - 0s 61us/step - loss: 6654.2015 - mean_absolute_error: 60.6701 - val_loss: 15157.6671 - val_mean_absolute_error: 103.2845
Epoch 2447/5000
148/148 [==============================] - 0s 68us/step - loss: 6651.4122 - mean_absolute_error: 60.6805 - val_loss: 15149.5992 - val_mean_absolute_error: 103.2593
Epoch 2448/5000
148/148 [==============================] - 0s 68us/step - loss: 6650.0421 - mean_absolute_error: 60.6705 - val_loss: 15142.7131 - val_mean_absolute_error: 103.2379
Epoch 2449/5000
148/148 [==============================] - 0s 68us/step - loss: 6645.0222 - mean_absolute_error: 60.6788 - val_loss: 15133.0695 - val_mean_absolute_error: 103.1961
Epoch 2450/5000
148/148 [==============================] - 0s 68us/step - loss: 6643.0344 - mean_absolute_error: 60.6522 - val_loss: 15131.0863 - val_mean_absolute_error: 103.1829
Epoch 2451/5000
148/148 [==============================] - 0s 68us/step - loss: 6638.1886 - mean_absolute_error: 60.6672 - val_loss: 15126.5876 - val_mean_absolute_error: 103.1611
Epoch 2452/5000
148/148 [==============================] - 0s 68us/step - loss: 6636.7248 - mean_absolute_error: 60.6376 - val_loss: 15123.4546 - val_mean_absolute_error: 103.1343
Epoch 2453/5000
148/148 [==============================] - 0s 74us/step - loss: 6634.5402 - mean_absolute_error: 60.6173 - val_loss: 15120.0258 - val_mean_absolute_error: 103.1198
Epoch 2454/5000
148/148 [==============================] - 0s 68us/step - loss: 6633.7858 - mean_absolute_error: 60.5799 - val_loss: 15111.0190 - val_mean_absolute_error: 103.0793
Epoch 2455/5000
148/148 [==============================] - 0s 61us/step - loss: 6629.2763 - mean_absolute_error: 60.5788 - val_loss: 15106.6960 - val_mean_absolute_error: 103.0580
Epoch 2456/5000
148/148 [==============================] - 0s 74us/step - loss: 6626.8550 - mean_absolute_error: 60.5623 - val_loss: 15104.3728 - val_mean_absolute_error: 103.0515
Epoch 2457/5000
148/148 [==============================] - 0s 61us/step - loss: 6626.0508 - mean_absolute_error: 60.5829 - val_loss: 15101.1910 - val_mean_absolute_error: 103.0386
Epoch 2458/5000
148/148 [==============================] - 0s 74us/step - loss: 6627.8542 - mean_absolute_error: 60.5893 - val_loss: 15097.3446 - val_mean_absolute_error: 103.0259
Epoch 2459/5000
148/148 [==============================] - 0s 68us/step - loss: 6619.3984 - mean_absolute_error: 60.5722 - val_loss: 15090.0693 - val_mean_absolute_error: 102.9939
Epoch 2460/5000
148/148 [==============================] - 0s 74us/step - loss: 6619.1303 - mean_absolute_error: 60.5631 - val_loss: 15085.4397 - val_mean_absolute_error: 102.9716
Epoch 2461/5000
148/148 [==============================] - 0s 74us/step - loss: 6615.5692 - mean_absolute_error: 60.5492 - val_loss: 15079.2355 - val_mean_absolute_error: 102.9426
Epoch 2462/5000
148/148 [==============================] - 0s 61us/step - loss: 6615.3681 - mean_absolute_error: 60.5773 - val_loss: 15074.9828 - val_mean_absolute_error: 102.9272
Epoch 2463/5000
148/148 [==============================] - 0s 68us/step - loss: 6610.5040 - mean_absolute_error: 60.5321 - val_loss: 15065.8663 - val_mean_absolute_error: 102.8886
Epoch 2464/5000
148/148 [==============================] - 0s 68us/step - loss: 6608.1282 - mean_absolute_error: 60.5745 - val_loss: 15055.3906 - val_mean_absolute_error: 102.8433
Epoch 2465/5000
148/148 [==============================] - 0s 74us/step - loss: 6602.0708 - mean_absolute_error: 60.5415 - val_loss: 15048.4176 - val_mean_absolute_error: 102.8120
Epoch 2466/5000
148/148 [==============================] - 0s 61us/step - loss: 6602.3898 - mean_absolute_error: 60.5479 - val_loss: 15044.5554 - val_mean_absolute_error: 102.7949
Epoch 2467/5000
148/148 [==============================] - 0s 68us/step - loss: 6598.0050 - mean_absolute_error: 60.5367 - val_loss: 15046.0839 - val_mean_absolute_error: 102.7975
Epoch 2468/5000
148/148 [==============================] - 0s 61us/step - loss: 6596.6573 - mean_absolute_error: 60.5034 - val_loss: 15046.6202 - val_mean_absolute_error: 102.7951
Out[51]:
<keras.callbacks.History at 0x2073b92cc88>
In [52]:
model = Sequential()
model.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model.add(Dense(1))
model.compile(optimizer='adam',
loss='mse',
metrics=['mae'])
In [53]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=5000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/5000
148/148 [==============================] - 0s 2ms/step - loss: 95994.9282 - mean_absolute_error: 266.5624 - val_loss: 160275.2863 - val_mean_absolute_error: 378.8630
Epoch 2/5000
148/148 [==============================] - 0s 74us/step - loss: 95942.1220 - mean_absolute_error: 266.4844 - val_loss: 160197.5212 - val_mean_absolute_error: 378.7647
Epoch 3/5000
148/148 [==============================] - 0s 74us/step - loss: 95887.1220 - mean_absolute_error: 266.4002 - val_loss: 160120.5575 - val_mean_absolute_error: 378.6678
Epoch 4/5000
148/148 [==============================] - 0s 68us/step - loss: 95835.9027 - mean_absolute_error: 266.3226 - val_loss: 160042.2819 - val_mean_absolute_error: 378.5715
Epoch 5/5000
148/148 [==============================] - 0s 81us/step - loss: 95780.1275 - mean_absolute_error: 266.2395 - val_loss: 159964.7794 - val_mean_absolute_error: 378.4765
Epoch 6/5000
148/148 [==============================] - 0s 81us/step - loss: 95728.2294 - mean_absolute_error: 266.1615 - val_loss: 159888.2594 - val_mean_absolute_error: 378.3820
Epoch 7/5000
148/148 [==============================] - 0s 88us/step - loss: 95674.7557 - mean_absolute_error: 266.0815 - val_loss: 159813.5475 - val_mean_absolute_error: 378.2895
Epoch 8/5000
148/148 [==============================] - 0s 81us/step - loss: 95621.5929 - mean_absolute_error: 266.0004 - val_loss: 159736.7225 - val_mean_absolute_error: 378.1948
Epoch 9/5000
148/148 [==============================] - 0s 68us/step - loss: 95568.7259 - mean_absolute_error: 265.9203 - val_loss: 159655.7081 - val_mean_absolute_error: 378.0954
Epoch 10/5000
148/148 [==============================] - 0s 81us/step - loss: 95514.7242 - mean_absolute_error: 265.8390 - val_loss: 159572.3181 - val_mean_absolute_error: 377.9937
Epoch 11/5000
148/148 [==============================] - 0s 74us/step - loss: 95456.4305 - mean_absolute_error: 265.7524 - val_loss: 159487.4631 - val_mean_absolute_error: 377.8902
Epoch 12/5000
148/148 [==============================] - 0s 81us/step - loss: 95398.3203 - mean_absolute_error: 265.6663 - val_loss: 159401.7812 - val_mean_absolute_error: 377.7858
Epoch 13/5000
148/148 [==============================] - 0s 88us/step - loss: 95338.4481 - mean_absolute_error: 265.5790 - val_loss: 159313.4944 - val_mean_absolute_error: 377.6784
Epoch 14/5000
148/148 [==============================] - ETA: 0s - loss: 95240.8594 - mean_absolute_error: 260.223 - 0s 68us/step - loss: 95278.8005 - mean_absolute_error: 265.4901 - val_loss: 159226.0275 - val_mean_absolute_error: 377.5717
Epoch 15/5000
148/148 [==============================] - 0s 88us/step - loss: 95218.1991 - mean_absolute_error: 265.3992 - val_loss: 159138.8356 - val_mean_absolute_error: 377.4651
Epoch 16/5000
148/148 [==============================] - 0s 74us/step - loss: 95156.5745 - mean_absolute_error: 265.3061 - val_loss: 159052.7319 - val_mean_absolute_error: 377.3597
Epoch 17/5000
148/148 [==============================] - 0s 74us/step - loss: 95096.9020 - mean_absolute_error: 265.2123 - val_loss: 158961.6594 - val_mean_absolute_error: 377.2486
Epoch 18/5000
148/148 [==============================] - 0s 95us/step - loss: 95034.7751 - mean_absolute_error: 265.1168 - val_loss: 158870.3856 - val_mean_absolute_error: 377.1368
Epoch 19/5000
148/148 [==============================] - 0s 61us/step - loss: 94970.4216 - mean_absolute_error: 265.0184 - val_loss: 158775.6931 - val_mean_absolute_error: 377.0206
Epoch 20/5000
148/148 [==============================] - 0s 81us/step - loss: 94904.6142 - mean_absolute_error: 264.9179 - val_loss: 158678.4488 - val_mean_absolute_error: 376.9020
Epoch 21/5000
148/148 [==============================] - 0s 81us/step - loss: 94837.5709 - mean_absolute_error: 264.8174 - val_loss: 158570.9244 - val_mean_absolute_error: 376.7716
Epoch 22/5000
148/148 [==============================] - 0s 68us/step - loss: 94762.0643 - mean_absolute_error: 264.7067 - val_loss: 158464.0463 - val_mean_absolute_error: 376.6415
Epoch 23/5000
148/148 [==============================] - 0s 81us/step - loss: 94688.1955 - mean_absolute_error: 264.5973 - val_loss: 158356.6806 - val_mean_absolute_error: 376.5107
Epoch 24/5000
148/148 [==============================] - 0s 81us/step - loss: 94613.0667 - mean_absolute_error: 264.4859 - val_loss: 158247.5625 - val_mean_absolute_error: 376.3777
Epoch 25/5000
148/148 [==============================] - 0s 81us/step - loss: 94536.0804 - mean_absolute_error: 264.3711 - val_loss: 158130.2094 - val_mean_absolute_error: 376.2352
Epoch 26/5000
148/148 [==============================] - 0s 88us/step - loss: 94454.1315 - mean_absolute_error: 264.2519 - val_loss: 158013.2938 - val_mean_absolute_error: 376.0929
Epoch 27/5000
148/148 [==============================] - 0s 68us/step - loss: 94371.4286 - mean_absolute_error: 264.1301 - val_loss: 157898.5138 - val_mean_absolute_error: 375.9529
Epoch 28/5000
148/148 [==============================] - 0s 81us/step - loss: 94288.5211 - mean_absolute_error: 264.0064 - val_loss: 157776.5619 - val_mean_absolute_error: 375.8043
Epoch 29/5000
148/148 [==============================] - 0s 88us/step - loss: 94204.8000 - mean_absolute_error: 263.8810 - val_loss: 157649.6925 - val_mean_absolute_error: 375.6497
Epoch 30/5000
148/148 [==============================] - 0s 68us/step - loss: 94110.5807 - mean_absolute_error: 263.7424 - val_loss: 157520.6787 - val_mean_absolute_error: 375.4928
Epoch 31/5000
148/148 [==============================] - 0s 81us/step - loss: 94022.8689 - mean_absolute_error: 263.6134 - val_loss: 157386.4894 - val_mean_absolute_error: 375.3294
Epoch 32/5000
148/148 [==============================] - 0s 81us/step - loss: 93926.2747 - mean_absolute_error: 263.4736 - val_loss: 157250.4475 - val_mean_absolute_error: 375.1642
Epoch 33/5000
148/148 [==============================] - 0s 81us/step - loss: 93829.7819 - mean_absolute_error: 263.3324 - val_loss: 157111.4006 - val_mean_absolute_error: 374.9956
Epoch 34/5000
148/148 [==============================] - 0s 81us/step - loss: 93733.5823 - mean_absolute_error: 263.1888 - val_loss: 156968.3500 - val_mean_absolute_error: 374.8223
Epoch 35/5000
148/148 [==============================] - 0s 88us/step - loss: 93634.0624 - mean_absolute_error: 263.0436 - val_loss: 156821.3987 - val_mean_absolute_error: 374.6446
Epoch 36/5000
148/148 [==============================] - 0s 68us/step - loss: 93535.5676 - mean_absolute_error: 262.8978 - val_loss: 156675.8494 - val_mean_absolute_error: 374.4682
Epoch 37/5000
148/148 [==============================] - 0s 88us/step - loss: 93434.9886 - mean_absolute_error: 262.7472 - val_loss: 156530.3919 - val_mean_absolute_error: 374.2912
Epoch 38/5000
148/148 [==============================] - 0s 74us/step - loss: 93332.5025 - mean_absolute_error: 262.5953 - val_loss: 156380.3606 - val_mean_absolute_error: 374.1091
Epoch 39/5000
148/148 [==============================] - 0s 68us/step - loss: 93228.4835 - mean_absolute_error: 262.4414 - val_loss: 156221.4281 - val_mean_absolute_error: 373.9167
Epoch 40/5000
148/148 [==============================] - 0s 95us/step - loss: 93117.4094 - mean_absolute_error: 262.2759 - val_loss: 156052.6625 - val_mean_absolute_error: 373.7129
Epoch 41/5000
148/148 [==============================] - 0s 68us/step - loss: 93004.1571 - mean_absolute_error: 262.1106 - val_loss: 155889.3662 - val_mean_absolute_error: 373.5152
Epoch 42/5000
148/148 [==============================] - 0s 68us/step - loss: 92889.6149 - mean_absolute_error: 261.9410 - val_loss: 155717.9419 - val_mean_absolute_error: 373.3072
Epoch 43/5000
148/148 [==============================] - 0s 95us/step - loss: 92770.8204 - mean_absolute_error: 261.7646 - val_loss: 155540.1606 - val_mean_absolute_error: 373.0914
Epoch 44/5000
148/148 [==============================] - 0s 68us/step - loss: 92647.1440 - mean_absolute_error: 261.5848 - val_loss: 155368.4106 - val_mean_absolute_error: 372.8821
Epoch 45/5000
148/148 [==============================] - 0s 68us/step - loss: 92531.2219 - mean_absolute_error: 261.4127 - val_loss: 155196.3294 - val_mean_absolute_error: 372.6718
Epoch 46/5000
148/148 [==============================] - 0s 68us/step - loss: 92409.8079 - mean_absolute_error: 261.2349 - val_loss: 155013.8344 - val_mean_absolute_error: 372.4487
Epoch 47/5000
148/148 [==============================] - 0s 101us/step - loss: 92283.1094 - mean_absolute_error: 261.0459 - val_loss: 154830.0150 - val_mean_absolute_error: 372.2241
Epoch 48/5000
148/148 [==============================] - 0s 101us/step - loss: 92149.8034 - mean_absolute_error: 260.8489 - val_loss: 154636.8225 - val_mean_absolute_error: 371.9877
Epoch 49/5000
148/148 [==============================] - 0s 68us/step - loss: 92020.5891 - mean_absolute_error: 260.6550 - val_loss: 154437.5944 - val_mean_absolute_error: 371.7438
Epoch 50/5000
148/148 [==============================] - 0s 68us/step - loss: 91885.4801 - mean_absolute_error: 260.4542 - val_loss: 154237.1206 - val_mean_absolute_error: 371.4983
Epoch 51/5000
148/148 [==============================] - 0s 81us/step - loss: 91751.4476 - mean_absolute_error: 260.2566 - val_loss: 154040.8006 - val_mean_absolute_error: 371.2577
Epoch 52/5000
148/148 [==============================] - 0s 74us/step - loss: 91613.0754 - mean_absolute_error: 260.0512 - val_loss: 153838.4369 - val_mean_absolute_error: 371.0095
Epoch 53/5000
148/148 [==============================] - 0s 61us/step - loss: 91474.5617 - mean_absolute_error: 259.8449 - val_loss: 153630.6975 - val_mean_absolute_error: 370.7553
Epoch 54/5000
148/148 [==============================] - 0s 74us/step - loss: 91330.4745 - mean_absolute_error: 259.6328 - val_loss: 153411.6550 - val_mean_absolute_error: 370.4880
Epoch 55/5000
148/148 [==============================] - 0s 81us/step - loss: 91185.2285 - mean_absolute_error: 259.4197 - val_loss: 153198.4719 - val_mean_absolute_error: 370.2278
Epoch 56/5000
148/148 [==============================] - 0s 74us/step - loss: 91032.4516 - mean_absolute_error: 259.1961 - val_loss: 152991.3600 - val_mean_absolute_error: 369.9746
Epoch 57/5000
148/148 [==============================] - 0s 68us/step - loss: 90887.1691 - mean_absolute_error: 258.9813 - val_loss: 152768.0044 - val_mean_absolute_error: 369.7013
Epoch 58/5000
148/148 [==============================] - 0s 74us/step - loss: 90737.2979 - mean_absolute_error: 258.7579 - val_loss: 152538.6038 - val_mean_absolute_error: 369.4207
Epoch 59/5000
148/148 [==============================] - 0s 74us/step - loss: 90577.7741 - mean_absolute_error: 258.5238 - val_loss: 152300.6013 - val_mean_absolute_error: 369.1297
Epoch 60/5000
148/148 [==============================] - 0s 68us/step - loss: 90415.4104 - mean_absolute_error: 258.2866 - val_loss: 152060.7387 - val_mean_absolute_error: 368.8356
Epoch 61/5000
148/148 [==============================] - 0s 68us/step - loss: 90253.4454 - mean_absolute_error: 258.0440 - val_loss: 151822.5262 - val_mean_absolute_error: 368.5438
Epoch 62/5000
148/148 [==============================] - 0s 68us/step - loss: 90094.6381 - mean_absolute_error: 257.8088 - val_loss: 151583.9531 - val_mean_absolute_error: 368.2502
Epoch 63/5000
148/148 [==============================] - 0s 61us/step - loss: 89924.3748 - mean_absolute_error: 257.5575 - val_loss: 151336.0269 - val_mean_absolute_error: 367.9452
Epoch 64/5000
148/148 [==============================] - 0s 81us/step - loss: 89759.0239 - mean_absolute_error: 257.3090 - val_loss: 151069.5787 - val_mean_absolute_error: 367.6175
Epoch 65/5000
148/148 [==============================] - 0s 88us/step - loss: 89581.3106 - mean_absolute_error: 257.0469 - val_loss: 150806.7575 - val_mean_absolute_error: 367.2939
Epoch 66/5000
148/148 [==============================] - 0s 68us/step - loss: 89408.9941 - mean_absolute_error: 256.7894 - val_loss: 150541.0331 - val_mean_absolute_error: 366.9660
Epoch 67/5000
148/148 [==============================] - 0s 74us/step - loss: 89227.4654 - mean_absolute_error: 256.5207 - val_loss: 150273.9262 - val_mean_absolute_error: 366.6362
Epoch 68/5000
148/148 [==============================] - 0s 88us/step - loss: 89044.3946 - mean_absolute_error: 256.2475 - val_loss: 149989.4544 - val_mean_absolute_error: 366.2854
Epoch 69/5000
148/148 [==============================] - 0s 74us/step - loss: 88857.3739 - mean_absolute_error: 255.9689 - val_loss: 149701.1500 - val_mean_absolute_error: 365.9297
Epoch 70/5000
148/148 [==============================] - 0s 68us/step - loss: 88654.8632 - mean_absolute_error: 255.6715 - val_loss: 149419.0162 - val_mean_absolute_error: 365.5808
Epoch 71/5000
148/148 [==============================] - 0s 68us/step - loss: 88468.4812 - mean_absolute_error: 255.3928 - val_loss: 149127.4012 - val_mean_absolute_error: 365.2205
Epoch 72/5000
148/148 [==============================] - 0s 74us/step - loss: 88269.7686 - mean_absolute_error: 255.0987 - val_loss: 148841.0638 - val_mean_absolute_error: 364.8668
Epoch 73/5000
148/148 [==============================] - 0s 74us/step - loss: 88075.9221 - mean_absolute_error: 254.8117 - val_loss: 148548.3387 - val_mean_absolute_error: 364.5050
Epoch 74/5000
148/148 [==============================] - 0s 61us/step - loss: 87884.6579 - mean_absolute_error: 254.5223 - val_loss: 148250.9600 - val_mean_absolute_error: 364.1363
Epoch 75/5000
148/148 [==============================] - 0s 81us/step - loss: 87680.0604 - mean_absolute_error: 254.2190 - val_loss: 147943.7806 - val_mean_absolute_error: 363.7543
Epoch 76/5000
148/148 [==============================] - 0s 68us/step - loss: 87477.1615 - mean_absolute_error: 253.9136 - val_loss: 147632.2594 - val_mean_absolute_error: 363.3658
Epoch 77/5000
148/148 [==============================] - 0s 74us/step - loss: 87264.2084 - mean_absolute_error: 253.5988 - val_loss: 147316.0350 - val_mean_absolute_error: 362.9710
Epoch 78/5000
148/148 [==============================] - 0s 68us/step - loss: 87050.0602 - mean_absolute_error: 253.2765 - val_loss: 146987.7737 - val_mean_absolute_error: 362.5624
Epoch 79/5000
148/148 [==============================] - 0s 74us/step - loss: 86836.3507 - mean_absolute_error: 252.9558 - val_loss: 146642.5031 - val_mean_absolute_error: 362.1327
Epoch 80/5000
148/148 [==============================] - 0s 61us/step - loss: 86598.0287 - mean_absolute_error: 252.6027 - val_loss: 146295.8513 - val_mean_absolute_error: 361.7001
Epoch 81/5000
148/148 [==============================] - 0s 81us/step - loss: 86370.5724 - mean_absolute_error: 252.2637 - val_loss: 145934.2925 - val_mean_absolute_error: 361.2481
Epoch 82/5000
148/148 [==============================] - 0s 61us/step - loss: 86125.3668 - mean_absolute_error: 251.8984 - val_loss: 145567.3631 - val_mean_absolute_error: 360.7877
Epoch 83/5000
148/148 [==============================] - 0s 74us/step - loss: 85889.2397 - mean_absolute_error: 251.5456 - val_loss: 145200.1787 - val_mean_absolute_error: 360.3268
Epoch 84/5000
148/148 [==============================] - 0s 74us/step - loss: 85641.1786 - mean_absolute_error: 251.1764 - val_loss: 144826.5606 - val_mean_absolute_error: 359.8583
Epoch 85/5000
148/148 [==============================] - 0s 74us/step - loss: 85398.1075 - mean_absolute_error: 250.8077 - val_loss: 144452.8919 - val_mean_absolute_error: 359.3892
Epoch 86/5000
148/148 [==============================] - 0s 68us/step - loss: 85158.1075 - mean_absolute_error: 250.4486 - val_loss: 144090.8337 - val_mean_absolute_error: 358.9326
Epoch 87/5000
148/148 [==============================] - 0s 81us/step - loss: 84917.9774 - mean_absolute_error: 250.0863 - val_loss: 143704.1006 - val_mean_absolute_error: 358.4447
Epoch 88/5000
148/148 [==============================] - 0s 81us/step - loss: 84667.7705 - mean_absolute_error: 249.7069 - val_loss: 143324.1281 - val_mean_absolute_error: 357.9653
Epoch 89/5000
148/148 [==============================] - 0s 74us/step - loss: 84416.7245 - mean_absolute_error: 249.3285 - val_loss: 142953.9519 - val_mean_absolute_error: 357.4967
Epoch 90/5000
148/148 [==============================] - 0s 68us/step - loss: 84168.9829 - mean_absolute_error: 248.9534 - val_loss: 142548.2294 - val_mean_absolute_error: 356.9847
Epoch 91/5000
148/148 [==============================] - 0s 74us/step - loss: 83898.6978 - mean_absolute_error: 248.5428 - val_loss: 142138.3475 - val_mean_absolute_error: 356.4661
Epoch 92/5000
148/148 [==============================] - 0s 68us/step - loss: 83640.7247 - mean_absolute_error: 248.1566 - val_loss: 141730.4119 - val_mean_absolute_error: 355.9468
Epoch 93/5000
148/148 [==============================] - 0s 61us/step - loss: 83370.9046 - mean_absolute_error: 247.7472 - val_loss: 141332.5500 - val_mean_absolute_error: 355.4401
Epoch 94/5000
148/148 [==============================] - 0s 68us/step - loss: 83121.3910 - mean_absolute_error: 247.3640 - val_loss: 140955.8119 - val_mean_absolute_error: 354.9587
Epoch 95/5000
148/148 [==============================] - 0s 68us/step - loss: 82872.1200 - mean_absolute_error: 246.9886 - val_loss: 140575.7600 - val_mean_absolute_error: 354.4732
Epoch 96/5000
148/148 [==============================] - 0s 74us/step - loss: 82629.2298 - mean_absolute_error: 246.6137 - val_loss: 140189.9594 - val_mean_absolute_error: 353.9799
Epoch 97/5000
148/148 [==============================] - 0s 68us/step - loss: 82374.3619 - mean_absolute_error: 246.2265 - val_loss: 139819.4256 - val_mean_absolute_error: 353.5040
Epoch 98/5000
148/148 [==============================] - 0s 68us/step - loss: 82131.7570 - mean_absolute_error: 245.8530 - val_loss: 139430.4869 - val_mean_absolute_error: 353.0053
Epoch 99/5000
148/148 [==============================] - 0s 74us/step - loss: 81881.3060 - mean_absolute_error: 245.4629 - val_loss: 139037.6837 - val_mean_absolute_error: 352.5012
Epoch 100/5000
148/148 [==============================] - 0s 68us/step - loss: 81626.7245 - mean_absolute_error: 245.0721 - val_loss: 138645.0194 - val_mean_absolute_error: 351.9953
Epoch 101/5000
148/148 [==============================] - 0s 74us/step - loss: 81370.5302 - mean_absolute_error: 244.6741 - val_loss: 138245.9456 - val_mean_absolute_error: 351.4802
Epoch 102/5000
148/148 [==============================] - 0s 74us/step - loss: 81101.5553 - mean_absolute_error: 244.2546 - val_loss: 137829.8256 - val_mean_absolute_error: 350.9439
Epoch 103/5000
148/148 [==============================] - 0s 61us/step - loss: 80831.7802 - mean_absolute_error: 243.8350 - val_loss: 137390.0113 - val_mean_absolute_error: 350.3768
Epoch 104/5000
148/148 [==============================] - 0s 74us/step - loss: 80544.6698 - mean_absolute_error: 243.3929 - val_loss: 136953.5994 - val_mean_absolute_error: 349.8113
Epoch 105/5000
148/148 [==============================] - 0s 68us/step - loss: 80256.8007 - mean_absolute_error: 242.9524 - val_loss: 136517.6675 - val_mean_absolute_error: 349.2440
Epoch 106/5000
148/148 [==============================] - 0s 68us/step - loss: 79982.0735 - mean_absolute_error: 242.5211 - val_loss: 136088.1050 - val_mean_absolute_error: 348.6824
Epoch 107/5000
148/148 [==============================] - 0s 68us/step - loss: 79697.5942 - mean_absolute_error: 242.0764 - val_loss: 135665.3856 - val_mean_absolute_error: 348.1281
Epoch 108/5000
148/148 [==============================] - 0s 74us/step - loss: 79424.9365 - mean_absolute_error: 241.6419 - val_loss: 135240.1194 - val_mean_absolute_error: 347.5699
Epoch 109/5000
148/148 [==============================] - 0s 74us/step - loss: 79134.0044 - mean_absolute_error: 241.1893 - val_loss: 134812.5781 - val_mean_absolute_error: 347.0079
Epoch 110/5000
148/148 [==============================] - 0s 61us/step - loss: 78846.4202 - mean_absolute_error: 240.7384 - val_loss: 134368.8550 - val_mean_absolute_error: 346.4246
Epoch 111/5000
148/148 [==============================] - 0s 74us/step - loss: 78552.1267 - mean_absolute_error: 240.2686 - val_loss: 133907.2538 - val_mean_absolute_error: 345.8178
Epoch 112/5000
148/148 [==============================] - 0s 68us/step - loss: 78248.4882 - mean_absolute_error: 239.7982 - val_loss: 133443.6525 - val_mean_absolute_error: 345.2065
Epoch 113/5000
148/148 [==============================] - 0s 61us/step - loss: 77953.1862 - mean_absolute_error: 239.3310 - val_loss: 132961.4956 - val_mean_absolute_error: 344.5695
Epoch 114/5000
148/148 [==============================] - 0s 88us/step - loss: 77639.8727 - mean_absolute_error: 238.8395 - val_loss: 132498.4800 - val_mean_absolute_error: 343.9547
Epoch 115/5000
148/148 [==============================] - 0s 74us/step - loss: 77336.5739 - mean_absolute_error: 238.3513 - val_loss: 132026.7319 - val_mean_absolute_error: 343.3282
Epoch 116/5000
148/148 [==============================] - 0s 68us/step - loss: 77019.8560 - mean_absolute_error: 237.8565 - val_loss: 131553.8369 - val_mean_absolute_error: 342.6986
Epoch 117/5000
148/148 [==============================] - 0s 74us/step - loss: 76721.3715 - mean_absolute_error: 237.3769 - val_loss: 131061.5300 - val_mean_absolute_error: 342.0438
Epoch 118/5000
148/148 [==============================] - 0s 61us/step - loss: 76404.3597 - mean_absolute_error: 236.8752 - val_loss: 130566.9631 - val_mean_absolute_error: 341.3849
Epoch 119/5000
148/148 [==============================] - 0s 74us/step - loss: 76109.8308 - mean_absolute_error: 236.3934 - val_loss: 130088.4894 - val_mean_absolute_error: 340.7444
Epoch 120/5000
148/148 [==============================] - 0s 68us/step - loss: 75808.9974 - mean_absolute_error: 235.9166 - val_loss: 129625.9238 - val_mean_absolute_error: 340.1218
Epoch 121/5000
148/148 [==============================] - 0s 68us/step - loss: 75504.8413 - mean_absolute_error: 235.4260 - val_loss: 129167.5831 - val_mean_absolute_error: 339.5041
Epoch 122/5000
148/148 [==============================] - 0s 68us/step - loss: 75201.1444 - mean_absolute_error: 234.9327 - val_loss: 128709.8950 - val_mean_absolute_error: 338.8870
Epoch 123/5000
148/148 [==============================] - 0s 61us/step - loss: 74895.1505 - mean_absolute_error: 234.4447 - val_loss: 128244.2462 - val_mean_absolute_error: 338.2575
Epoch 124/5000
148/148 [==============================] - 0s 74us/step - loss: 74603.4753 - mean_absolute_error: 233.9621 - val_loss: 127777.4906 - val_mean_absolute_error: 337.6253
Epoch 125/5000
148/148 [==============================] - 0s 68us/step - loss: 74304.2362 - mean_absolute_error: 233.4714 - val_loss: 127327.9238 - val_mean_absolute_error: 337.0137
Epoch 126/5000
148/148 [==============================] - 0s 68us/step - loss: 74004.8106 - mean_absolute_error: 232.9835 - val_loss: 126855.3237 - val_mean_absolute_error: 336.3705
Epoch 127/5000
148/148 [==============================] - 0s 74us/step - loss: 73695.6855 - mean_absolute_error: 232.4749 - val_loss: 126377.2725 - val_mean_absolute_error: 335.7177
Epoch 128/5000
148/148 [==============================] - 0s 61us/step - loss: 73381.0177 - mean_absolute_error: 231.9633 - val_loss: 125879.4375 - val_mean_absolute_error: 335.0370
Epoch 129/5000
148/148 [==============================] - 0s 61us/step - loss: 73051.4666 - mean_absolute_error: 231.4222 - val_loss: 125387.4394 - val_mean_absolute_error: 334.3607
Epoch 130/5000
148/148 [==============================] - 0s 74us/step - loss: 72733.0310 - mean_absolute_error: 230.9005 - val_loss: 124889.3319 - val_mean_absolute_error: 333.6766
Epoch 131/5000
148/148 [==============================] - 0s 61us/step - loss: 72423.2966 - mean_absolute_error: 230.3785 - val_loss: 124403.3656 - val_mean_absolute_error: 333.0069
Epoch 132/5000
148/148 [==============================] - 0s 68us/step - loss: 72114.7078 - mean_absolute_error: 229.8712 - val_loss: 123916.2575 - val_mean_absolute_error: 332.3341
Epoch 133/5000
148/148 [==============================] - 0s 74us/step - loss: 71808.8182 - mean_absolute_error: 229.3647 - val_loss: 123413.8625 - val_mean_absolute_error: 331.6408
Epoch 134/5000
148/148 [==============================] - 0s 68us/step - loss: 71501.4787 - mean_absolute_error: 228.8483 - val_loss: 122909.3531 - val_mean_absolute_error: 330.9436
Epoch 135/5000
148/148 [==============================] - 0s 68us/step - loss: 71174.7170 - mean_absolute_error: 228.3084 - val_loss: 122443.6712 - val_mean_absolute_error: 330.2973
Epoch 136/5000
148/148 [==============================] - 0s 74us/step - loss: 70887.2321 - mean_absolute_error: 227.8171 - val_loss: 121973.1525 - val_mean_absolute_error: 329.6413
Epoch 137/5000
148/148 [==============================] - 0s 74us/step - loss: 70576.4363 - mean_absolute_error: 227.3036 - val_loss: 121500.2844 - val_mean_absolute_error: 328.9785
Epoch 138/5000
148/148 [==============================] - 0s 68us/step - loss: 70271.0889 - mean_absolute_error: 226.7836 - val_loss: 120992.5375 - val_mean_absolute_error: 328.2653
Epoch 139/5000
148/148 [==============================] - 0s 74us/step - loss: 69925.5943 - mean_absolute_error: 226.1979 - val_loss: 120465.0950 - val_mean_absolute_error: 327.5236
Epoch 140/5000
148/148 [==============================] - 0s 68us/step - loss: 69575.9337 - mean_absolute_error: 225.6077 - val_loss: 119930.2587 - val_mean_absolute_error: 326.7707
Epoch 141/5000
148/148 [==============================] - 0s 74us/step - loss: 69236.7991 - mean_absolute_error: 225.0301 - val_loss: 119368.1237 - val_mean_absolute_error: 325.9792
Epoch 142/5000
148/148 [==============================] - 0s 74us/step - loss: 68862.2354 - mean_absolute_error: 224.3943 - val_loss: 118799.8100 - val_mean_absolute_error: 325.1770
Epoch 143/5000
148/148 [==============================] - 0s 68us/step - loss: 68513.4743 - mean_absolute_error: 223.7971 - val_loss: 118252.3212 - val_mean_absolute_error: 324.3995
Epoch 144/5000
148/148 [==============================] - 0s 68us/step - loss: 68157.8245 - mean_absolute_error: 223.1868 - val_loss: 117709.3525 - val_mean_absolute_error: 323.6247
Epoch 145/5000
148/148 [==============================] - 0s 68us/step - loss: 67798.3321 - mean_absolute_error: 222.5672 - val_loss: 117158.7106 - val_mean_absolute_error: 322.8377
Epoch 146/5000
148/148 [==============================] - 0s 74us/step - loss: 67452.3546 - mean_absolute_error: 221.9776 - val_loss: 116615.4263 - val_mean_absolute_error: 322.0568
Epoch 147/5000
148/148 [==============================] - 0s 74us/step - loss: 67113.3303 - mean_absolute_error: 221.3844 - val_loss: 116089.7337 - val_mean_absolute_error: 321.3004
Epoch 148/5000
148/148 [==============================] - 0s 68us/step - loss: 66772.1576 - mean_absolute_error: 220.8033 - val_loss: 115574.9263 - val_mean_absolute_error: 320.5585
Epoch 149/5000
148/148 [==============================] - 0s 74us/step - loss: 66464.1784 - mean_absolute_error: 220.2548 - val_loss: 115055.6100 - val_mean_absolute_error: 319.8103
Epoch 150/5000
148/148 [==============================] - 0s 74us/step - loss: 66134.9263 - mean_absolute_error: 219.6839 - val_loss: 114529.0400 - val_mean_absolute_error: 319.0487
Epoch 151/5000
148/148 [==============================] - 0s 68us/step - loss: 65808.9097 - mean_absolute_error: 219.1197 - val_loss: 114003.9794 - val_mean_absolute_error: 318.2858
Epoch 152/5000
148/148 [==============================] - 0s 74us/step - loss: 65477.9372 - mean_absolute_error: 218.5315 - val_loss: 113465.6131 - val_mean_absolute_error: 317.4999
Epoch 153/5000
148/148 [==============================] - 0s 74us/step - loss: 65133.9967 - mean_absolute_error: 217.9227 - val_loss: 112942.8375 - val_mean_absolute_error: 316.7316
Epoch 154/5000
148/148 [==============================] - 0s 61us/step - loss: 64810.4374 - mean_absolute_error: 217.3495 - val_loss: 112420.4875 - val_mean_absolute_error: 315.9629
Epoch 155/5000
148/148 [==============================] - 0s 74us/step - loss: 64473.2188 - mean_absolute_error: 216.7505 - val_loss: 111913.8537 - val_mean_absolute_error: 315.2138
Epoch 156/5000
148/148 [==============================] - 0s 68us/step - loss: 64148.8908 - mean_absolute_error: 216.1711 - val_loss: 111382.1387 - val_mean_absolute_error: 314.4280
Epoch 157/5000
148/148 [==============================] - 0s 68us/step - loss: 63803.5664 - mean_absolute_error: 215.5517 - val_loss: 110862.4000 - val_mean_absolute_error: 313.6580
Epoch 158/5000
148/148 [==============================] - 0s 68us/step - loss: 63468.9196 - mean_absolute_error: 214.9499 - val_loss: 110315.8075 - val_mean_absolute_error: 312.8467
Epoch 159/5000
148/148 [==============================] - 0s 68us/step - loss: 63135.0855 - mean_absolute_error: 214.3438 - val_loss: 109767.2025 - val_mean_absolute_error: 312.0299
Epoch 160/5000
148/148 [==============================] - 0s 74us/step - loss: 62777.6364 - mean_absolute_error: 213.7017 - val_loss: 109218.8744 - val_mean_absolute_error: 311.2112
Epoch 161/5000
148/148 [==============================] - 0s 74us/step - loss: 62440.3117 - mean_absolute_error: 213.0853 - val_loss: 108664.0144 - val_mean_absolute_error: 310.3817
Epoch 162/5000
148/148 [==============================] - 0s 68us/step - loss: 62085.3883 - mean_absolute_error: 212.4441 - val_loss: 108103.3600 - val_mean_absolute_error: 309.5431
Epoch 163/5000
148/148 [==============================] - 0s 74us/step - loss: 61742.0133 - mean_absolute_error: 211.8203 - val_loss: 107538.6050 - val_mean_absolute_error: 308.6943
Epoch 164/5000
148/148 [==============================] - 0s 68us/step - loss: 61387.0391 - mean_absolute_error: 211.1780 - val_loss: 106986.2312 - val_mean_absolute_error: 307.8640
Epoch 165/5000
148/148 [==============================] - 0s 68us/step - loss: 61044.6482 - mean_absolute_error: 210.5404 - val_loss: 106434.3300 - val_mean_absolute_error: 307.0404
Epoch 166/5000
148/148 [==============================] - 0s 68us/step - loss: 60689.1587 - mean_absolute_error: 209.8947 - val_loss: 105898.5562 - val_mean_absolute_error: 306.2379
Epoch 167/5000
148/148 [==============================] - 0s 68us/step - loss: 60372.4690 - mean_absolute_error: 209.2984 - val_loss: 105357.4769 - val_mean_absolute_error: 305.4247
Epoch 168/5000
148/148 [==============================] - 0s 68us/step - loss: 60033.7371 - mean_absolute_error: 208.6604 - val_loss: 104834.2331 - val_mean_absolute_error: 304.6326
Epoch 169/5000
148/148 [==============================] - 0s 61us/step - loss: 59711.3113 - mean_absolute_error: 208.0483 - val_loss: 104316.0150 - val_mean_absolute_error: 303.8443
Epoch 170/5000
148/148 [==============================] - 0s 68us/step - loss: 59369.6417 - mean_absolute_error: 207.4082 - val_loss: 103798.5644 - val_mean_absolute_error: 303.0543
Epoch 171/5000
148/148 [==============================] - 0s 68us/step - loss: 59033.1601 - mean_absolute_error: 206.7803 - val_loss: 103278.1962 - val_mean_absolute_error: 302.2575
Epoch 172/5000
148/148 [==============================] - 0s 74us/step - loss: 58702.1699 - mean_absolute_error: 206.1546 - val_loss: 102771.4187 - val_mean_absolute_error: 301.4785
Epoch 173/5000
148/148 [==============================] - 0s 68us/step - loss: 58392.3859 - mean_absolute_error: 205.5531 - val_loss: 102272.7100 - val_mean_absolute_error: 300.7089
Epoch 174/5000
148/148 [==============================] - 0s 68us/step - loss: 58071.4598 - mean_absolute_error: 204.9380 - val_loss: 101742.5862 - val_mean_absolute_error: 299.8931
Epoch 175/5000
148/148 [==============================] - 0s 68us/step - loss: 57764.9614 - mean_absolute_error: 204.3445 - val_loss: 101201.5875 - val_mean_absolute_error: 299.0595
Epoch 176/5000
148/148 [==============================] - 0s 74us/step - loss: 57428.7143 - mean_absolute_error: 203.7050 - val_loss: 100678.3931 - val_mean_absolute_error: 298.2490
Epoch 177/5000
148/148 [==============================] - 0s 74us/step - loss: 57104.9174 - mean_absolute_error: 203.0712 - val_loss: 100140.9462 - val_mean_absolute_error: 297.4138
Epoch 178/5000
148/148 [==============================] - 0s 68us/step - loss: 56765.0513 - mean_absolute_error: 202.4117 - val_loss: 99593.2681 - val_mean_absolute_error: 296.5588
Epoch 179/5000
148/148 [==============================] - 0s 61us/step - loss: 56434.2085 - mean_absolute_error: 201.7648 - val_loss: 99026.5931 - val_mean_absolute_error: 295.6722
Epoch 180/5000
148/148 [==============================] - 0s 74us/step - loss: 56080.1205 - mean_absolute_error: 201.0753 - val_loss: 98466.2525 - val_mean_absolute_error: 294.7906
Epoch 181/5000
148/148 [==============================] - 0s 61us/step - loss: 55752.1991 - mean_absolute_error: 200.4236 - val_loss: 97917.5647 - val_mean_absolute_error: 293.9233
Epoch 182/5000
148/148 [==============================] - 0s 61us/step - loss: 55414.2961 - mean_absolute_error: 199.7556 - val_loss: 97365.7587 - val_mean_absolute_error: 293.0497
Epoch 183/5000
148/148 [==============================] - 0s 68us/step - loss: 55088.9130 - mean_absolute_error: 199.1174 - val_loss: 96846.8744 - val_mean_absolute_error: 292.2234
Epoch 184/5000
148/148 [==============================] - 0s 68us/step - loss: 54757.3782 - mean_absolute_error: 198.4468 - val_loss: 96334.9959 - val_mean_absolute_error: 291.4080
Epoch 185/5000
148/148 [==============================] - 0s 74us/step - loss: 54447.5938 - mean_absolute_error: 197.8249 - val_loss: 95818.1269 - val_mean_absolute_error: 290.5793
Epoch 186/5000
148/148 [==============================] - 0s 68us/step - loss: 54126.0785 - mean_absolute_error: 197.1879 - val_loss: 95325.4984 - val_mean_absolute_error: 289.7836
Epoch 187/5000
148/148 [==============================] - 0s 74us/step - loss: 53817.4167 - mean_absolute_error: 196.5559 - val_loss: 94817.2188 - val_mean_absolute_error: 288.9608
Epoch 188/5000
148/148 [==============================] - 0s 68us/step - loss: 53494.0480 - mean_absolute_error: 195.8996 - val_loss: 94309.6163 - val_mean_absolute_error: 288.1383
Epoch 189/5000
148/148 [==============================] - 0s 68us/step - loss: 53181.1706 - mean_absolute_error: 195.2669 - val_loss: 93786.0322 - val_mean_absolute_error: 287.2840
Epoch 190/5000
148/148 [==============================] - 0s 74us/step - loss: 52860.6643 - mean_absolute_error: 194.6097 - val_loss: 93278.0103 - val_mean_absolute_error: 286.4526
Epoch 191/5000
148/148 [==============================] - 0s 68us/step - loss: 52546.3033 - mean_absolute_error: 193.9680 - val_loss: 92772.7162 - val_mean_absolute_error: 285.6249
Epoch 192/5000
148/148 [==============================] - 0s 68us/step - loss: 52231.9383 - mean_absolute_error: 193.3203 - val_loss: 92253.9306 - val_mean_absolute_error: 284.7721
Epoch 193/5000
148/148 [==============================] - 0s 74us/step - loss: 51912.9383 - mean_absolute_error: 192.6605 - val_loss: 91746.8938 - val_mean_absolute_error: 283.9367
Epoch 194/5000
148/148 [==============================] - 0s 68us/step - loss: 51610.2258 - mean_absolute_error: 192.0222 - val_loss: 91239.3978 - val_mean_absolute_error: 283.0995
Epoch 195/5000
148/148 [==============================] - 0s 74us/step - loss: 51303.0219 - mean_absolute_error: 191.3873 - val_loss: 90757.3622 - val_mean_absolute_error: 282.2992
Epoch 196/5000
148/148 [==============================] - 0s 74us/step - loss: 51012.9881 - mean_absolute_error: 190.7663 - val_loss: 90242.4947 - val_mean_absolute_error: 281.4409
Epoch 197/5000
148/148 [==============================] - 0s 68us/step - loss: 50677.9888 - mean_absolute_error: 190.0705 - val_loss: 89745.1906 - val_mean_absolute_error: 280.6078
Epoch 198/5000
148/148 [==============================] - 0s 61us/step - loss: 50384.0780 - mean_absolute_error: 189.4467 - val_loss: 89251.0503 - val_mean_absolute_error: 279.7750
Epoch 199/5000
148/148 [==============================] - 0s 81us/step - loss: 50077.1629 - mean_absolute_error: 188.7832 - val_loss: 88774.4881 - val_mean_absolute_error: 278.9695
Epoch 200/5000
148/148 [==============================] - 0s 61us/step - loss: 49784.8863 - mean_absolute_error: 188.1624 - val_loss: 88285.9350 - val_mean_absolute_error: 278.1428
Epoch 201/5000
148/148 [==============================] - 0s 68us/step - loss: 49483.4234 - mean_absolute_error: 187.5143 - val_loss: 87809.9122 - val_mean_absolute_error: 277.3413
Epoch 202/5000
148/148 [==============================] - 0s 74us/step - loss: 49194.3024 - mean_absolute_error: 186.8825 - val_loss: 87331.5316 - val_mean_absolute_error: 276.5336
Epoch 203/5000
148/148 [==============================] - 0s 68us/step - loss: 48897.7432 - mean_absolute_error: 186.2367 - val_loss: 86818.4594 - val_mean_absolute_error: 275.6646
Epoch 204/5000
148/148 [==============================] - 0s 68us/step - loss: 48587.1513 - mean_absolute_error: 185.5651 - val_loss: 86316.0344 - val_mean_absolute_error: 274.8082
Epoch 205/5000
148/148 [==============================] - 0s 74us/step - loss: 48282.1589 - mean_absolute_error: 184.8860 - val_loss: 85827.5134 - val_mean_absolute_error: 273.9708
Epoch 206/5000
148/148 [==============================] - 0s 68us/step - loss: 47979.8152 - mean_absolute_error: 184.2174 - val_loss: 85346.8284 - val_mean_absolute_error: 273.1407
Epoch 207/5000
148/148 [==============================] - 0s 68us/step - loss: 47678.9424 - mean_absolute_error: 183.5526 - val_loss: 84880.1159 - val_mean_absolute_error: 272.3293
Epoch 208/5000
148/148 [==============================] - 0s 74us/step - loss: 47398.4174 - mean_absolute_error: 182.9117 - val_loss: 84393.1347 - val_mean_absolute_error: 271.4808
Epoch 209/5000
148/148 [==============================] - 0s 61us/step - loss: 47096.0768 - mean_absolute_error: 182.2351 - val_loss: 83922.5828 - val_mean_absolute_error: 270.6605
Epoch 210/5000
148/148 [==============================] - 0s 61us/step - loss: 46799.1588 - mean_absolute_error: 181.5702 - val_loss: 83443.2553 - val_mean_absolute_error: 269.8207
Epoch 211/5000
148/148 [==============================] - 0s 68us/step - loss: 46515.7182 - mean_absolute_error: 180.9212 - val_loss: 82963.4969 - val_mean_absolute_error: 268.9764
Epoch 212/5000
148/148 [==============================] - 0s 68us/step - loss: 46210.3812 - mean_absolute_error: 180.2191 - val_loss: 82497.1350 - val_mean_absolute_error: 268.1539
Epoch 213/5000
148/148 [==============================] - 0s 68us/step - loss: 45911.4649 - mean_absolute_error: 179.5434 - val_loss: 82019.6391 - val_mean_absolute_error: 267.3115
Epoch 214/5000
148/148 [==============================] - 0s 74us/step - loss: 45625.3470 - mean_absolute_error: 178.8797 - val_loss: 81530.8806 - val_mean_absolute_error: 266.4426
Epoch 215/5000
148/148 [==============================] - 0s 68us/step - loss: 45334.1116 - mean_absolute_error: 178.2017 - val_loss: 81036.1850 - val_mean_absolute_error: 265.5637
Epoch 216/5000
148/148 [==============================] - 0s 68us/step - loss: 45039.1757 - mean_absolute_error: 177.5102 - val_loss: 80552.0262 - val_mean_absolute_error: 264.6967
Epoch 217/5000
148/148 [==============================] - 0s 68us/step - loss: 44745.2199 - mean_absolute_error: 176.8236 - val_loss: 80080.9291 - val_mean_absolute_error: 263.8507
Epoch 218/5000
148/148 [==============================] - 0s 74us/step - loss: 44462.4885 - mean_absolute_error: 176.1618 - val_loss: 79603.2469 - val_mean_absolute_error: 262.9912
Epoch 219/5000
148/148 [==============================] - 0s 68us/step - loss: 44171.1269 - mean_absolute_error: 175.4746 - val_loss: 79117.8341 - val_mean_absolute_error: 262.1190
Epoch 220/5000
148/148 [==============================] - 0s 68us/step - loss: 43888.4750 - mean_absolute_error: 174.8188 - val_loss: 78629.8887 - val_mean_absolute_error: 261.2371
Epoch 221/5000
148/148 [==============================] - 0s 68us/step - loss: 43585.2898 - mean_absolute_error: 174.1006 - val_loss: 78144.1650 - val_mean_absolute_error: 260.3570
Epoch 222/5000
148/148 [==============================] - 0s 61us/step - loss: 43316.7640 - mean_absolute_error: 173.4459 - val_loss: 77636.8319 - val_mean_absolute_error: 259.4368
Epoch 223/5000
148/148 [==============================] - 0s 81us/step - loss: 43035.2943 - mean_absolute_error: 172.7880 - val_loss: 77167.6928 - val_mean_absolute_error: 258.5772
Epoch 224/5000
148/148 [==============================] - 0s 68us/step - loss: 42765.1347 - mean_absolute_error: 172.1300 - val_loss: 76706.6600 - val_mean_absolute_error: 257.7244
Epoch 225/5000
148/148 [==============================] - 0s 68us/step - loss: 42490.2686 - mean_absolute_error: 171.4749 - val_loss: 76255.2269 - val_mean_absolute_error: 256.8839
Epoch 226/5000
148/148 [==============================] - 0s 81us/step - loss: 42221.9451 - mean_absolute_error: 170.8052 - val_loss: 75794.3866 - val_mean_absolute_error: 256.0267
Epoch 227/5000
148/148 [==============================] - 0s 61us/step - loss: 41950.3296 - mean_absolute_error: 170.1357 - val_loss: 75346.8584 - val_mean_absolute_error: 255.1990
Epoch 228/5000
148/148 [==============================] - 0s 81us/step - loss: 41680.7875 - mean_absolute_error: 169.4675 - val_loss: 74903.8422 - val_mean_absolute_error: 254.3779
Epoch 229/5000
148/148 [==============================] - 0s 68us/step - loss: 41414.7062 - mean_absolute_error: 168.7979 - val_loss: 74451.5522 - val_mean_absolute_error: 253.5314
Epoch 230/5000
148/148 [==============================] - 0s 68us/step - loss: 41142.8425 - mean_absolute_error: 168.1094 - val_loss: 73996.3400 - val_mean_absolute_error: 252.6765
Epoch 231/5000
148/148 [==============================] - 0s 68us/step - loss: 40870.5412 - mean_absolute_error: 167.4217 - val_loss: 73528.9394 - val_mean_absolute_error: 251.7980
Epoch 232/5000
148/148 [==============================] - 0s 61us/step - loss: 40594.9102 - mean_absolute_error: 166.7235 - val_loss: 73055.6662 - val_mean_absolute_error: 250.9012
Epoch 233/5000
148/148 [==============================] - 0s 81us/step - loss: 40318.9981 - mean_absolute_error: 166.0198 - val_loss: 72592.0531 - val_mean_absolute_error: 250.0165
Epoch 234/5000
148/148 [==============================] - 0s 68us/step - loss: 40048.3353 - mean_absolute_error: 165.3150 - val_loss: 72125.4044 - val_mean_absolute_error: 249.1199
Epoch 235/5000
148/148 [==============================] - 0s 61us/step - loss: 39770.3723 - mean_absolute_error: 164.6023 - val_loss: 71681.9637 - val_mean_absolute_error: 248.2655
Epoch 236/5000
148/148 [==============================] - 0s 74us/step - loss: 39508.2543 - mean_absolute_error: 163.9251 - val_loss: 71239.5691 - val_mean_absolute_error: 247.4108
Epoch 237/5000
148/148 [==============================] - 0s 68us/step - loss: 39242.5610 - mean_absolute_error: 163.2272 - val_loss: 70792.2231 - val_mean_absolute_error: 246.5488
Epoch 238/5000
148/148 [==============================] - 0s 61us/step - loss: 38978.7157 - mean_absolute_error: 162.5515 - val_loss: 70331.2822 - val_mean_absolute_error: 245.6541
Epoch 239/5000
148/148 [==============================] - 0s 74us/step - loss: 38709.7631 - mean_absolute_error: 161.8470 - val_loss: 69868.5078 - val_mean_absolute_error: 244.7480
Epoch 240/5000
148/148 [==============================] - 0s 68us/step - loss: 38440.2044 - mean_absolute_error: 161.1227 - val_loss: 69415.1328 - val_mean_absolute_error: 243.8550
Epoch 241/5000
148/148 [==============================] - 0s 68us/step - loss: 38184.2935 - mean_absolute_error: 160.4203 - val_loss: 68984.1356 - val_mean_absolute_error: 243.0005
Epoch 242/5000
148/148 [==============================] - 0s 74us/step - loss: 37928.7408 - mean_absolute_error: 159.7362 - val_loss: 68566.8797 - val_mean_absolute_error: 242.1709
Epoch 243/5000
148/148 [==============================] - 0s 68us/step - loss: 37677.9504 - mean_absolute_error: 159.0521 - val_loss: 68141.6528 - val_mean_absolute_error: 241.3192
Epoch 244/5000
148/148 [==============================] - 0s 68us/step - loss: 37422.2000 - mean_absolute_error: 158.3666 - val_loss: 67719.9306 - val_mean_absolute_error: 240.4739
Epoch 245/5000
148/148 [==============================] - 0s 74us/step - loss: 37171.3106 - mean_absolute_error: 157.6795 - val_loss: 67319.5262 - val_mean_absolute_error: 239.6658
Epoch 246/5000
148/148 [==============================] - 0s 68us/step - loss: 36933.2296 - mean_absolute_error: 157.0305 - val_loss: 66911.0934 - val_mean_absolute_error: 238.8358
Epoch 247/5000
148/148 [==============================] - 0s 61us/step - loss: 36680.9951 - mean_absolute_error: 156.3329 - val_loss: 66521.0963 - val_mean_absolute_error: 238.0407
Epoch 248/5000
148/148 [==============================] - 0s 68us/step - loss: 36441.8354 - mean_absolute_error: 155.6563 - val_loss: 66110.5969 - val_mean_absolute_error: 237.2017
Epoch 249/5000
148/148 [==============================] - 0s 61us/step - loss: 36197.3365 - mean_absolute_error: 154.9669 - val_loss: 65685.6628 - val_mean_absolute_error: 236.3297
Epoch 250/5000
148/148 [==============================] - 0s 68us/step - loss: 35937.5785 - mean_absolute_error: 154.2369 - val_loss: 65263.5891 - val_mean_absolute_error: 235.4623
Epoch 251/5000
148/148 [==============================] - 0s 68us/step - loss: 35680.1075 - mean_absolute_error: 153.5045 - val_loss: 64812.7875 - val_mean_absolute_error: 234.5369
Epoch 252/5000
148/148 [==============================] - 0s 68us/step - loss: 35421.7923 - mean_absolute_error: 152.7742 - val_loss: 64339.4397 - val_mean_absolute_error: 233.5657
Epoch 253/5000
148/148 [==============================] - 0s 61us/step - loss: 35160.6880 - mean_absolute_error: 152.0244 - val_loss: 63849.8581 - val_mean_absolute_error: 232.5585
Epoch 254/5000
148/148 [==============================] - 0s 74us/step - loss: 34892.1581 - mean_absolute_error: 151.2791 - val_loss: 63394.6553 - val_mean_absolute_error: 231.6110
Epoch 255/5000
148/148 [==============================] - 0s 74us/step - loss: 34653.5516 - mean_absolute_error: 150.5749 - val_loss: 62936.6875 - val_mean_absolute_error: 230.6563
Epoch 256/5000
148/148 [==============================] - 0s 74us/step - loss: 34402.3813 - mean_absolute_error: 149.8592 - val_loss: 62498.2284 - val_mean_absolute_error: 229.7302
Epoch 257/5000
148/148 [==============================] - 0s 68us/step - loss: 34159.7275 - mean_absolute_error: 149.1408 - val_loss: 62071.8531 - val_mean_absolute_error: 228.8227
Epoch 258/5000
148/148 [==============================] - 0s 74us/step - loss: 33922.2281 - mean_absolute_error: 148.4339 - val_loss: 61645.7922 - val_mean_absolute_error: 227.9151
Epoch 259/5000
148/148 [==============================] - 0s 61us/step - loss: 33691.5713 - mean_absolute_error: 147.7562 - val_loss: 61236.2278 - val_mean_absolute_error: 227.0345
Epoch 260/5000
148/148 [==============================] - 0s 74us/step - loss: 33464.2479 - mean_absolute_error: 147.0552 - val_loss: 60812.6900 - val_mean_absolute_error: 226.1277
Epoch 261/5000
148/148 [==============================] - 0s 74us/step - loss: 33229.5344 - mean_absolute_error: 146.3573 - val_loss: 60382.8959 - val_mean_absolute_error: 225.2039
Epoch 262/5000
148/148 [==============================] - 0s 61us/step - loss: 33005.6276 - mean_absolute_error: 145.6744 - val_loss: 59968.1562 - val_mean_absolute_error: 224.3056
Epoch 263/5000
148/148 [==============================] - 0s 88us/step - loss: 32773.0577 - mean_absolute_error: 144.9717 - val_loss: 59581.8000 - val_mean_absolute_error: 223.4592
Epoch 264/5000
148/148 [==============================] - 0s 74us/step - loss: 32554.6861 - mean_absolute_error: 144.2817 - val_loss: 59180.4769 - val_mean_absolute_error: 222.5716
Epoch 265/5000
148/148 [==============================] - 0s 81us/step - loss: 32325.8414 - mean_absolute_error: 143.5750 - val_loss: 58791.3334 - val_mean_absolute_error: 221.7047
Epoch 266/5000
148/148 [==============================] - 0s 61us/step - loss: 32104.0734 - mean_absolute_error: 142.8660 - val_loss: 58393.5766 - val_mean_absolute_error: 220.8284
Epoch 267/5000
148/148 [==============================] - 0s 74us/step - loss: 31877.1402 - mean_absolute_error: 142.1535 - val_loss: 58017.3703 - val_mean_absolute_error: 219.9893
Epoch 268/5000
148/148 [==============================] - 0s 61us/step - loss: 31673.6478 - mean_absolute_error: 141.4711 - val_loss: 57652.5306 - val_mean_absolute_error: 219.1732
Epoch 269/5000
148/148 [==============================] - 0s 81us/step - loss: 31466.2579 - mean_absolute_error: 140.8091 - val_loss: 57307.9509 - val_mean_absolute_error: 218.3985
Epoch 270/5000
148/148 [==============================] - 0s 61us/step - loss: 31259.4747 - mean_absolute_error: 140.1462 - val_loss: 56957.7753 - val_mean_absolute_error: 217.6108
Epoch 271/5000
148/148 [==============================] - 0s 68us/step - loss: 31063.5732 - mean_absolute_error: 139.4941 - val_loss: 56593.6031 - val_mean_absolute_error: 216.7834
Epoch 272/5000
148/148 [==============================] - 0s 68us/step - loss: 30852.7199 - mean_absolute_error: 138.8055 - val_loss: 56226.0544 - val_mean_absolute_error: 215.9459
Epoch 273/5000
148/148 [==============================] - 0s 61us/step - loss: 30642.2765 - mean_absolute_error: 138.1064 - val_loss: 55870.5116 - val_mean_absolute_error: 215.1351
Epoch 274/5000
148/148 [==============================] - 0s 74us/step - loss: 30434.3384 - mean_absolute_error: 137.4199 - val_loss: 55538.2712 - val_mean_absolute_error: 214.3731
Epoch 275/5000
148/148 [==============================] - 0s 68us/step - loss: 30242.1456 - mean_absolute_error: 136.7808 - val_loss: 55198.7602 - val_mean_absolute_error: 213.5918
Epoch 276/5000
148/148 [==============================] - 0s 68us/step - loss: 30048.3380 - mean_absolute_error: 136.1428 - val_loss: 54865.7127 - val_mean_absolute_error: 212.8186
Epoch 277/5000
148/148 [==============================] - 0s 74us/step - loss: 29847.1567 - mean_absolute_error: 135.4784 - val_loss: 54519.8617 - val_mean_absolute_error: 212.0131
Epoch 278/5000
148/148 [==============================] - 0s 61us/step - loss: 29650.4387 - mean_absolute_error: 134.8109 - val_loss: 54164.7172 - val_mean_absolute_error: 211.1818
Epoch 279/5000
148/148 [==============================] - 0s 68us/step - loss: 29453.1580 - mean_absolute_error: 134.1564 - val_loss: 53820.8145 - val_mean_absolute_error: 210.3711
Epoch 280/5000
148/148 [==============================] - 0s 74us/step - loss: 29260.5928 - mean_absolute_error: 133.5020 - val_loss: 53471.1827 - val_mean_absolute_error: 209.5449
Epoch 281/5000
148/148 [==============================] - 0s 68us/step - loss: 29066.6604 - mean_absolute_error: 132.8498 - val_loss: 53129.5441 - val_mean_absolute_error: 208.7303
Epoch 282/5000
148/148 [==============================] - 0s 68us/step - loss: 28869.2342 - mean_absolute_error: 132.1916 - val_loss: 52791.8069 - val_mean_absolute_error: 207.9174
Epoch 283/5000
148/148 [==============================] - 0s 74us/step - loss: 28685.4432 - mean_absolute_error: 131.5541 - val_loss: 52443.9488 - val_mean_absolute_error: 207.0752
Epoch 284/5000
148/148 [==============================] - 0s 68us/step - loss: 28493.1125 - mean_absolute_error: 130.8918 - val_loss: 52110.1180 - val_mean_absolute_error: 206.2603
Epoch 285/5000
148/148 [==============================] - 0s 61us/step - loss: 28309.0346 - mean_absolute_error: 130.2479 - val_loss: 51784.1025 - val_mean_absolute_error: 205.4545
Epoch 286/5000
148/148 [==============================] - 0s 74us/step - loss: 28123.0195 - mean_absolute_error: 129.5983 - val_loss: 51467.5236 - val_mean_absolute_error: 204.6680
Epoch 287/5000
148/148 [==============================] - 0s 68us/step - loss: 27945.8998 - mean_absolute_error: 128.9655 - val_loss: 51155.0103 - val_mean_absolute_error: 203.8848
Epoch 288/5000
148/148 [==============================] - 0s 61us/step - loss: 27774.5452 - mean_absolute_error: 128.3632 - val_loss: 50842.6486 - val_mean_absolute_error: 203.1016
Epoch 289/5000
148/148 [==============================] - 0s 61us/step - loss: 27593.1372 - mean_absolute_error: 127.7106 - val_loss: 50520.1666 - val_mean_absolute_error: 202.2943
Epoch 290/5000
148/148 [==============================] - 0s 74us/step - loss: 27411.2550 - mean_absolute_error: 127.0560 - val_loss: 50173.4845 - val_mean_absolute_error: 201.4279
Epoch 291/5000
148/148 [==============================] - 0s 61us/step - loss: 27217.2046 - mean_absolute_error: 126.3788 - val_loss: 49847.6097 - val_mean_absolute_error: 200.6058
Epoch 292/5000
148/148 [==============================] - 0s 74us/step - loss: 27037.8783 - mean_absolute_error: 125.7336 - val_loss: 49525.7741 - val_mean_absolute_error: 199.7879
Epoch 293/5000
148/148 [==============================] - 0s 61us/step - loss: 26854.3211 - mean_absolute_error: 125.0771 - val_loss: 49183.1034 - val_mean_absolute_error: 198.9196
Epoch 294/5000
148/148 [==============================] - 0s 61us/step - loss: 26666.6029 - mean_absolute_error: 124.3896 - val_loss: 48812.2950 - val_mean_absolute_error: 197.9879
Epoch 295/5000
148/148 [==============================] - 0s 81us/step - loss: 26479.9965 - mean_absolute_error: 123.7325 - val_loss: 48471.8037 - val_mean_absolute_error: 197.1203
Epoch 296/5000
148/148 [==============================] - 0s 68us/step - loss: 26290.1188 - mean_absolute_error: 123.0699 - val_loss: 48160.5209 - val_mean_absolute_error: 196.3171
Epoch 297/5000
148/148 [==============================] - 0s 68us/step - loss: 26130.0996 - mean_absolute_error: 122.4578 - val_loss: 47849.3516 - val_mean_absolute_error: 195.5105
Epoch 298/5000
148/148 [==============================] - 0s 74us/step - loss: 25959.2438 - mean_absolute_error: 121.8356 - val_loss: 47546.5338 - val_mean_absolute_error: 194.7173
Epoch 299/5000
148/148 [==============================] - 0s 61us/step - loss: 25792.5612 - mean_absolute_error: 121.2043 - val_loss: 47244.4284 - val_mean_absolute_error: 193.9215
Epoch 300/5000
148/148 [==============================] - 0s 68us/step - loss: 25627.9772 - mean_absolute_error: 120.5790 - val_loss: 46952.0377 - val_mean_absolute_error: 193.1446
Epoch 301/5000
148/148 [==============================] - 0s 81us/step - loss: 25466.5735 - mean_absolute_error: 119.9746 - val_loss: 46665.3158 - val_mean_absolute_error: 192.3745
Epoch 302/5000
148/148 [==============================] - 0s 74us/step - loss: 25304.6332 - mean_absolute_error: 119.3593 - val_loss: 46364.6294 - val_mean_absolute_error: 191.5717
Epoch 303/5000
148/148 [==============================] - 0s 61us/step - loss: 25146.3562 - mean_absolute_error: 118.7506 - val_loss: 46068.2067 - val_mean_absolute_error: 190.7762
Epoch 304/5000
148/148 [==============================] - 0s 74us/step - loss: 24986.9373 - mean_absolute_error: 118.1527 - val_loss: 45777.6845 - val_mean_absolute_error: 189.9886
Epoch 305/5000
148/148 [==============================] - 0s 74us/step - loss: 24830.1365 - mean_absolute_error: 117.5415 - val_loss: 45491.9775 - val_mean_absolute_error: 189.2073
Epoch 306/5000
148/148 [==============================] - 0s 68us/step - loss: 24678.8180 - mean_absolute_error: 116.9518 - val_loss: 45226.1317 - val_mean_absolute_error: 188.4772
Epoch 307/5000
148/148 [==============================] - 0s 74us/step - loss: 24532.2032 - mean_absolute_error: 116.3813 - val_loss: 44969.7627 - val_mean_absolute_error: 187.7683
Epoch 308/5000
148/148 [==============================] - 0s 74us/step - loss: 24386.1477 - mean_absolute_error: 115.8308 - val_loss: 44718.1988 - val_mean_absolute_error: 187.0680
Epoch 309/5000
148/148 [==============================] - 0s 68us/step - loss: 24252.2753 - mean_absolute_error: 115.2974 - val_loss: 44464.3520 - val_mean_absolute_error: 186.3619
Epoch 310/5000
148/148 [==============================] - 0s 68us/step - loss: 24114.4772 - mean_absolute_error: 114.7577 - val_loss: 44226.4994 - val_mean_absolute_error: 185.6947
Epoch 311/5000
148/148 [==============================] - 0s 68us/step - loss: 23982.3952 - mean_absolute_error: 114.2455 - val_loss: 43973.3716 - val_mean_absolute_error: 184.9793
Epoch 312/5000
148/148 [==============================] - 0s 68us/step - loss: 23844.9618 - mean_absolute_error: 113.7019 - val_loss: 43726.8122 - val_mean_absolute_error: 184.2806
Epoch 313/5000
148/148 [==============================] - 0s 74us/step - loss: 23711.2064 - mean_absolute_error: 113.1789 - val_loss: 43484.5741 - val_mean_absolute_error: 183.5913
Epoch 314/5000
148/148 [==============================] - 0s 68us/step - loss: 23583.0806 - mean_absolute_error: 112.6576 - val_loss: 43233.5119 - val_mean_absolute_error: 182.8718
Epoch 315/5000
148/148 [==============================] - 0s 68us/step - loss: 23449.6873 - mean_absolute_error: 112.1275 - val_loss: 42993.1894 - val_mean_absolute_error: 182.1786
Epoch 316/5000
148/148 [==============================] - 0s 68us/step - loss: 23321.6920 - mean_absolute_error: 111.6121 - val_loss: 42751.0762 - val_mean_absolute_error: 181.4700
Epoch 317/5000
148/148 [==============================] - 0s 81us/step - loss: 23188.0459 - mean_absolute_error: 111.0614 - val_loss: 42490.7038 - val_mean_absolute_error: 180.6978
Epoch 318/5000
148/148 [==============================] - 0s 74us/step - loss: 23053.0617 - mean_absolute_error: 110.5176 - val_loss: 42242.1848 - val_mean_absolute_error: 179.9629
Epoch 319/5000
148/148 [==============================] - 0s 74us/step - loss: 22924.6907 - mean_absolute_error: 109.9771 - val_loss: 41997.2136 - val_mean_absolute_error: 179.2418
Epoch 320/5000
148/148 [==============================] - 0s 61us/step - loss: 22798.3619 - mean_absolute_error: 109.4706 - val_loss: 41740.9848 - val_mean_absolute_error: 178.4969
Epoch 321/5000
148/148 [==============================] - 0s 68us/step - loss: 22667.0198 - mean_absolute_error: 108.9339 - val_loss: 41499.2025 - val_mean_absolute_error: 177.7936
Epoch 322/5000
148/148 [==============================] - 0s 68us/step - loss: 22534.6765 - mean_absolute_error: 108.4064 - val_loss: 41277.1786 - val_mean_absolute_error: 177.1444
Epoch 323/5000
148/148 [==============================] - 0s 68us/step - loss: 22406.9307 - mean_absolute_error: 107.8915 - val_loss: 41039.2748 - val_mean_absolute_error: 176.4413
Epoch 324/5000
148/148 [==============================] - 0s 74us/step - loss: 22276.3183 - mean_absolute_error: 107.3751 - val_loss: 40806.8381 - val_mean_absolute_error: 175.7604
Epoch 325/5000
148/148 [==============================] - 0s 74us/step - loss: 22148.6811 - mean_absolute_error: 106.8543 - val_loss: 40551.3842 - val_mean_absolute_error: 175.0301
Epoch 326/5000
148/148 [==============================] - 0s 68us/step - loss: 22022.5268 - mean_absolute_error: 106.3517 - val_loss: 40304.0664 - val_mean_absolute_error: 174.3210
Epoch 327/5000
148/148 [==============================] - 0s 68us/step - loss: 21900.5113 - mean_absolute_error: 105.8379 - val_loss: 40075.2250 - val_mean_absolute_error: 173.6593
Epoch 328/5000
148/148 [==============================] - 0s 68us/step - loss: 21778.2530 - mean_absolute_error: 105.3262 - val_loss: 39845.6636 - val_mean_absolute_error: 172.9876
Epoch 329/5000
148/148 [==============================] - 0s 68us/step - loss: 21660.5778 - mean_absolute_error: 104.8348 - val_loss: 39617.6473 - val_mean_absolute_error: 172.3127
Epoch 330/5000
148/148 [==============================] - 0s 74us/step - loss: 21540.1713 - mean_absolute_error: 104.3159 - val_loss: 39407.4762 - val_mean_absolute_error: 171.6823
Epoch 331/5000
148/148 [==============================] - 0s 68us/step - loss: 21431.4055 - mean_absolute_error: 103.8285 - val_loss: 39190.2828 - val_mean_absolute_error: 171.0306
Epoch 332/5000
148/148 [==============================] - 0s 68us/step - loss: 21314.5900 - mean_absolute_error: 103.3138 - val_loss: 38975.0752 - val_mean_absolute_error: 170.3797
Epoch 333/5000
148/148 [==============================] - 0s 74us/step - loss: 21201.1770 - mean_absolute_error: 102.8133 - val_loss: 38767.5911 - val_mean_absolute_error: 169.7512
Epoch 334/5000
148/148 [==============================] - 0s 68us/step - loss: 21097.9947 - mean_absolute_error: 102.3565 - val_loss: 38548.6095 - val_mean_absolute_error: 169.0884
Epoch 335/5000
148/148 [==============================] - 0s 61us/step - loss: 20989.6888 - mean_absolute_error: 101.8685 - val_loss: 38334.0952 - val_mean_absolute_error: 168.4314
Epoch 336/5000
148/148 [==============================] - 0s 74us/step - loss: 20881.9251 - mean_absolute_error: 101.3887 - val_loss: 38119.6739 - val_mean_absolute_error: 167.7714
Epoch 337/5000
148/148 [==============================] - 0s 68us/step - loss: 20777.8063 - mean_absolute_error: 100.9185 - val_loss: 37911.5377 - val_mean_absolute_error: 167.1297
Epoch 338/5000
148/148 [==============================] - 0s 61us/step - loss: 20674.3302 - mean_absolute_error: 100.4362 - val_loss: 37709.1155 - val_mean_absolute_error: 166.5000
Epoch 339/5000
148/148 [==============================] - 0s 74us/step - loss: 20572.4222 - mean_absolute_error: 99.9711 - val_loss: 37506.4639 - val_mean_absolute_error: 165.8639
Epoch 340/5000
148/148 [==============================] - 0s 68us/step - loss: 20469.2500 - mean_absolute_error: 99.4893 - val_loss: 37313.8058 - val_mean_absolute_error: 165.2559
Epoch 341/5000
148/148 [==============================] - 0s 68us/step - loss: 20371.9538 - mean_absolute_error: 99.0346 - val_loss: 37114.7589 - val_mean_absolute_error: 164.6220
Epoch 342/5000
148/148 [==============================] - 0s 68us/step - loss: 20272.7792 - mean_absolute_error: 98.5614 - val_loss: 36916.3406 - val_mean_absolute_error: 163.9883
Epoch 343/5000
148/148 [==============================] - 0s 68us/step - loss: 20170.4101 - mean_absolute_error: 98.0822 - val_loss: 36718.3503 - val_mean_absolute_error: 163.3525
Epoch 344/5000
148/148 [==============================] - 0s 68us/step - loss: 20069.8033 - mean_absolute_error: 97.5992 - val_loss: 36517.3284 - val_mean_absolute_error: 162.7034
Epoch 345/5000
148/148 [==============================] - 0s 74us/step - loss: 19969.4456 - mean_absolute_error: 97.1272 - val_loss: 36318.9711 - val_mean_absolute_error: 162.0534
Epoch 346/5000
148/148 [==============================] - 0s 68us/step - loss: 19874.8436 - mean_absolute_error: 96.6686 - val_loss: 36126.9414 - val_mean_absolute_error: 161.4230
Epoch 347/5000
148/148 [==============================] - 0s 61us/step - loss: 19783.7862 - mean_absolute_error: 96.2196 - val_loss: 35947.9887 - val_mean_absolute_error: 160.8308
Epoch 348/5000
148/148 [==============================] - 0s 81us/step - loss: 19693.1395 - mean_absolute_error: 95.7772 - val_loss: 35779.3375 - val_mean_absolute_error: 160.2716
Epoch 349/5000
148/148 [==============================] - 0s 74us/step - loss: 19610.9509 - mean_absolute_error: 95.3773 - val_loss: 35611.7897 - val_mean_absolute_error: 159.7167
Epoch 350/5000
148/148 [==============================] - 0s 68us/step - loss: 19528.0846 - mean_absolute_error: 94.9607 - val_loss: 35431.5233 - val_mean_absolute_error: 159.1250
Epoch 351/5000
148/148 [==============================] - 0s 74us/step - loss: 19434.4158 - mean_absolute_error: 94.5370 - val_loss: 35239.6514 - val_mean_absolute_error: 158.5026
Epoch 352/5000
148/148 [==============================] - 0s 61us/step - loss: 19346.1889 - mean_absolute_error: 94.1060 - val_loss: 35064.0617 - val_mean_absolute_error: 157.9158
Epoch 353/5000
148/148 [==============================] - 0s 74us/step - loss: 19259.9673 - mean_absolute_error: 93.7019 - val_loss: 34888.2361 - val_mean_absolute_error: 157.3250
Epoch 354/5000
148/148 [==============================] - 0s 68us/step - loss: 19167.8354 - mean_absolute_error: 93.2612 - val_loss: 34706.5128 - val_mean_absolute_error: 156.7265
Epoch 355/5000
148/148 [==============================] - 0s 68us/step - loss: 19086.7543 - mean_absolute_error: 92.8779 - val_loss: 34535.8983 - val_mean_absolute_error: 156.1601
Epoch 356/5000
148/148 [==============================] - 0s 74us/step - loss: 19003.2242 - mean_absolute_error: 92.4948 - val_loss: 34379.9192 - val_mean_absolute_error: 155.6340
Epoch 357/5000
148/148 [==============================] - 0s 68us/step - loss: 18929.4015 - mean_absolute_error: 92.1183 - val_loss: 34221.7861 - val_mean_absolute_error: 155.0957
Epoch 358/5000
148/148 [==============================] - 0s 68us/step - loss: 18852.0759 - mean_absolute_error: 91.7642 - val_loss: 34062.9083 - val_mean_absolute_error: 154.5523
Epoch 359/5000
148/148 [==============================] - 0s 74us/step - loss: 18774.3024 - mean_absolute_error: 91.3837 - val_loss: 33896.7916 - val_mean_absolute_error: 153.9797
Epoch 360/5000
148/148 [==============================] - 0s 68us/step - loss: 18691.7742 - mean_absolute_error: 90.9866 - val_loss: 33735.4109 - val_mean_absolute_error: 153.4233
Epoch 361/5000
148/148 [==============================] - 0s 68us/step - loss: 18614.0101 - mean_absolute_error: 90.6237 - val_loss: 33582.3305 - val_mean_absolute_error: 152.8958
Epoch 362/5000
148/148 [==============================] - 0s 68us/step - loss: 18540.1896 - mean_absolute_error: 90.2600 - val_loss: 33438.6822 - val_mean_absolute_error: 152.3960
Epoch 363/5000
148/148 [==============================] - 0s 74us/step - loss: 18468.6328 - mean_absolute_error: 89.9224 - val_loss: 33297.6528 - val_mean_absolute_error: 151.8967
Epoch 364/5000
148/148 [==============================] - 0s 74us/step - loss: 18398.2039 - mean_absolute_error: 89.5893 - val_loss: 33152.8106 - val_mean_absolute_error: 151.3763
Epoch 365/5000
148/148 [==============================] - 0s 68us/step - loss: 18330.6586 - mean_absolute_error: 89.2597 - val_loss: 33010.3942 - val_mean_absolute_error: 150.8711
Epoch 366/5000
148/148 [==============================] - 0s 68us/step - loss: 18262.2068 - mean_absolute_error: 88.9218 - val_loss: 32865.9228 - val_mean_absolute_error: 150.3540
Epoch 367/5000
148/148 [==============================] - 0s 74us/step - loss: 18193.2693 - mean_absolute_error: 88.5939 - val_loss: 32721.7066 - val_mean_absolute_error: 149.8347
Epoch 368/5000
148/148 [==============================] - 0s 74us/step - loss: 18121.1286 - mean_absolute_error: 88.2331 - val_loss: 32574.9162 - val_mean_absolute_error: 149.3043
Epoch 369/5000
148/148 [==============================] - 0s 74us/step - loss: 18049.6975 - mean_absolute_error: 87.8753 - val_loss: 32430.4895 - val_mean_absolute_error: 148.7752
Epoch 370/5000
148/148 [==============================] - 0s 68us/step - loss: 17981.0973 - mean_absolute_error: 87.5292 - val_loss: 32291.2270 - val_mean_absolute_error: 148.2599
Epoch 371/5000
148/148 [==============================] - 0s 81us/step - loss: 17913.9019 - mean_absolute_error: 87.1723 - val_loss: 32151.6636 - val_mean_absolute_error: 147.7397
Epoch 372/5000
148/148 [==============================] - 0s 81us/step - loss: 17849.2924 - mean_absolute_error: 86.8510 - val_loss: 32002.1481 - val_mean_absolute_error: 147.1783
Epoch 373/5000
148/148 [==============================] - 0s 88us/step - loss: 17782.6521 - mean_absolute_error: 86.5014 - val_loss: 31859.6848 - val_mean_absolute_error: 146.6386
Epoch 374/5000
148/148 [==============================] - 0s 101us/step - loss: 17720.2587 - mean_absolute_error: 86.1587 - val_loss: 31722.4156 - val_mean_absolute_error: 146.1241
Epoch 375/5000
148/148 [==============================] - 0s 95us/step - loss: 17655.0925 - mean_absolute_error: 85.8475 - val_loss: 31589.9067 - val_mean_absolute_error: 145.6273
Epoch 376/5000
148/148 [==============================] - 0s 108us/step - loss: 17592.5547 - mean_absolute_error: 85.5267 - val_loss: 31465.3805 - val_mean_absolute_error: 145.1564
Epoch 377/5000
148/148 [==============================] - 0s 95us/step - loss: 17536.3249 - mean_absolute_error: 85.2436 - val_loss: 31337.2045 - val_mean_absolute_error: 144.6653
Epoch 378/5000
148/148 [==============================] - 0s 101us/step - loss: 17472.9209 - mean_absolute_error: 84.9221 - val_loss: 31208.6728 - val_mean_absolute_error: 144.1716
Epoch 379/5000
148/148 [==============================] - 0s 101us/step - loss: 17411.9116 - mean_absolute_error: 84.6181 - val_loss: 31089.2181 - val_mean_absolute_error: 143.7065
Epoch 380/5000
148/148 [==============================] - 0s 95us/step - loss: 17354.4301 - mean_absolute_error: 84.3224 - val_loss: 30976.5474 - val_mean_absolute_error: 143.2617
Epoch 381/5000
148/148 [==============================] - 0s 108us/step - loss: 17301.9554 - mean_absolute_error: 84.0558 - val_loss: 30855.0952 - val_mean_absolute_error: 142.7754
Epoch 382/5000
148/148 [==============================] - 0s 88us/step - loss: 17245.7839 - mean_absolute_error: 83.7661 - val_loss: 30734.5005 - val_mean_absolute_error: 142.2937
Epoch 383/5000
148/148 [==============================] - 0s 68us/step - loss: 17183.6112 - mean_absolute_error: 83.4610 - val_loss: 30620.6290 - val_mean_absolute_error: 141.8403
Epoch 384/5000
148/148 [==============================] - 0s 74us/step - loss: 17129.7877 - mean_absolute_error: 83.1683 - val_loss: 30513.2582 - val_mean_absolute_error: 141.4223
Epoch 385/5000
148/148 [==============================] - 0s 68us/step - loss: 17077.8517 - mean_absolute_error: 82.9292 - val_loss: 30406.7277 - val_mean_absolute_error: 141.0051
Epoch 386/5000
148/148 [==============================] - 0s 68us/step - loss: 17026.1194 - mean_absolute_error: 82.6581 - val_loss: 30299.1349 - val_mean_absolute_error: 140.5951
Epoch 387/5000
148/148 [==============================] - 0s 61us/step - loss: 16975.7374 - mean_absolute_error: 82.3942 - val_loss: 30189.0080 - val_mean_absolute_error: 140.1839
Epoch 388/5000
148/148 [==============================] - 0s 68us/step - loss: 16922.4095 - mean_absolute_error: 82.1512 - val_loss: 30080.2734 - val_mean_absolute_error: 139.7691
Epoch 389/5000
148/148 [==============================] - 0s 74us/step - loss: 16868.6691 - mean_absolute_error: 81.8915 - val_loss: 29966.4295 - val_mean_absolute_error: 139.3433
Epoch 390/5000
148/148 [==============================] - 0s 68us/step - loss: 16811.0532 - mean_absolute_error: 81.6269 - val_loss: 29834.8377 - val_mean_absolute_error: 138.8611
Epoch 391/5000
148/148 [==============================] - 0s 74us/step - loss: 16757.5980 - mean_absolute_error: 81.3777 - val_loss: 29715.6884 - val_mean_absolute_error: 138.4141
Epoch 392/5000
148/148 [==============================] - 0s 68us/step - loss: 16704.8964 - mean_absolute_error: 81.1283 - val_loss: 29605.1866 - val_mean_absolute_error: 138.0014
Epoch 393/5000
148/148 [==============================] - 0s 68us/step - loss: 16652.1937 - mean_absolute_error: 80.8913 - val_loss: 29494.4027 - val_mean_absolute_error: 137.5823
Epoch 394/5000
148/148 [==============================] - 0s 61us/step - loss: 16604.5398 - mean_absolute_error: 80.6771 - val_loss: 29373.9500 - val_mean_absolute_error: 137.1272
Epoch 395/5000
148/148 [==============================] - 0s 68us/step - loss: 16553.6038 - mean_absolute_error: 80.4558 - val_loss: 29267.8730 - val_mean_absolute_error: 136.7172
Epoch 396/5000
148/148 [==============================] - 0s 68us/step - loss: 16504.2780 - mean_absolute_error: 80.2576 - val_loss: 29163.9530 - val_mean_absolute_error: 136.3091
Epoch 397/5000
148/148 [==============================] - 0s 68us/step - loss: 16459.4435 - mean_absolute_error: 80.0642 - val_loss: 29060.0855 - val_mean_absolute_error: 135.9039
Epoch 398/5000
148/148 [==============================] - 0s 68us/step - loss: 16407.8099 - mean_absolute_error: 79.8437 - val_loss: 28960.1683 - val_mean_absolute_error: 135.5207
Epoch 399/5000
148/148 [==============================] - 0s 68us/step - loss: 16359.5159 - mean_absolute_error: 79.6516 - val_loss: 28841.8053 - val_mean_absolute_error: 135.0782
Epoch 400/5000
148/148 [==============================] - 0s 68us/step - loss: 16308.7322 - mean_absolute_error: 79.4440 - val_loss: 28719.1722 - val_mean_absolute_error: 134.6093
Epoch 401/5000
148/148 [==============================] - 0s 61us/step - loss: 16260.9924 - mean_absolute_error: 79.2244 - val_loss: 28605.4038 - val_mean_absolute_error: 134.1708
Epoch 402/5000
148/148 [==============================] - 0s 74us/step - loss: 16213.1437 - mean_absolute_error: 79.0231 - val_loss: 28502.8988 - val_mean_absolute_error: 133.7669
Epoch 403/5000
148/148 [==============================] - 0s 61us/step - loss: 16170.6256 - mean_absolute_error: 78.8290 - val_loss: 28401.1823 - val_mean_absolute_error: 133.3740
Epoch 404/5000
148/148 [==============================] - 0s 74us/step - loss: 16126.3138 - mean_absolute_error: 78.6450 - val_loss: 28307.7509 - val_mean_absolute_error: 133.0143
Epoch 405/5000
148/148 [==============================] - 0s 68us/step - loss: 16086.6600 - mean_absolute_error: 78.4706 - val_loss: 28211.0068 - val_mean_absolute_error: 132.6448
Epoch 406/5000
148/148 [==============================] - 0s 61us/step - loss: 16041.7689 - mean_absolute_error: 78.2800 - val_loss: 28117.3525 - val_mean_absolute_error: 132.2793
Epoch 407/5000
148/148 [==============================] - 0s 68us/step - loss: 16001.2229 - mean_absolute_error: 78.1166 - val_loss: 28027.2273 - val_mean_absolute_error: 131.9305
Epoch 408/5000
148/148 [==============================] - 0s 74us/step - loss: 15960.4908 - mean_absolute_error: 77.9539 - val_loss: 27947.5226 - val_mean_absolute_error: 131.6303
Epoch 409/5000
148/148 [==============================] - 0s 61us/step - loss: 15924.8212 - mean_absolute_error: 77.8281 - val_loss: 27843.2104 - val_mean_absolute_error: 131.2391
Epoch 410/5000
148/148 [==============================] - 0s 74us/step - loss: 15877.6702 - mean_absolute_error: 77.6732 - val_loss: 27751.0162 - val_mean_absolute_error: 130.8904
Epoch 411/5000
148/148 [==============================] - 0s 68us/step - loss: 15840.4801 - mean_absolute_error: 77.5654 - val_loss: 27655.1667 - val_mean_absolute_error: 130.5165
Epoch 412/5000
148/148 [==============================] - 0s 81us/step - loss: 15796.3754 - mean_absolute_error: 77.4001 - val_loss: 27563.5345 - val_mean_absolute_error: 130.1538
Epoch 413/5000
148/148 [==============================] - 0s 68us/step - loss: 15753.8759 - mean_absolute_error: 77.2440 - val_loss: 27477.6941 - val_mean_absolute_error: 129.8111
Epoch 414/5000
148/148 [==============================] - 0s 68us/step - loss: 15714.7639 - mean_absolute_error: 77.1271 - val_loss: 27393.4463 - val_mean_absolute_error: 129.4934
Epoch 415/5000
148/148 [==============================] - 0s 74us/step - loss: 15677.1273 - mean_absolute_error: 77.0009 - val_loss: 27294.7799 - val_mean_absolute_error: 129.1328
Epoch 416/5000
148/148 [==============================] - 0s 68us/step - loss: 15633.1717 - mean_absolute_error: 76.8531 - val_loss: 27193.1652 - val_mean_absolute_error: 128.7540
Epoch 417/5000
148/148 [==============================] - 0s 68us/step - loss: 15590.8817 - mean_absolute_error: 76.7067 - val_loss: 27097.8548 - val_mean_absolute_error: 128.3873
Epoch 418/5000
148/148 [==============================] - 0s 74us/step - loss: 15555.7011 - mean_absolute_error: 76.6119 - val_loss: 26992.7880 - val_mean_absolute_error: 127.9852
Epoch 419/5000
148/148 [==============================] - 0s 74us/step - loss: 15515.3589 - mean_absolute_error: 76.4577 - val_loss: 26892.2373 - val_mean_absolute_error: 127.5967
Epoch 420/5000
148/148 [==============================] - 0s 68us/step - loss: 15476.0157 - mean_absolute_error: 76.3208 - val_loss: 26790.6634 - val_mean_absolute_error: 127.2099
Epoch 421/5000
148/148 [==============================] - 0s 135us/step - loss: 15439.5349 - mean_absolute_error: 76.1929 - val_loss: 26698.2198 - val_mean_absolute_error: 126.8515
Epoch 422/5000
148/148 [==============================] - 0s 68us/step - loss: 15401.0484 - mean_absolute_error: 76.0437 - val_loss: 26618.9816 - val_mean_absolute_error: 126.5395
Epoch 423/5000
148/148 [==============================] - 0s 74us/step - loss: 15365.5458 - mean_absolute_error: 75.9395 - val_loss: 26536.6265 - val_mean_absolute_error: 126.2039
Epoch 424/5000
148/148 [==============================] - 0s 61us/step - loss: 15324.8224 - mean_absolute_error: 75.7872 - val_loss: 26459.7279 - val_mean_absolute_error: 125.8879
Epoch 425/5000
148/148 [==============================] - 0s 81us/step - loss: 15290.7844 - mean_absolute_error: 75.6619 - val_loss: 26385.7065 - val_mean_absolute_error: 125.5760
Epoch 426/5000
148/148 [==============================] - 0s 68us/step - loss: 15253.3326 - mean_absolute_error: 75.5396 - val_loss: 26312.1772 - val_mean_absolute_error: 125.2684
Epoch 427/5000
148/148 [==============================] - 0s 68us/step - loss: 15215.6943 - mean_absolute_error: 75.4220 - val_loss: 26243.3969 - val_mean_absolute_error: 124.9868
Epoch 428/5000
148/148 [==============================] - 0s 68us/step - loss: 15178.8671 - mean_absolute_error: 75.3128 - val_loss: 26175.1711 - val_mean_absolute_error: 124.7156
Epoch 429/5000
148/148 [==============================] - 0s 68us/step - loss: 15147.5252 - mean_absolute_error: 75.2141 - val_loss: 26110.8835 - val_mean_absolute_error: 124.4651
Epoch 430/5000
148/148 [==============================] - 0s 61us/step - loss: 15116.1023 - mean_absolute_error: 75.1190 - val_loss: 26040.9594 - val_mean_absolute_error: 124.1937
Epoch 431/5000
148/148 [==============================] - 0s 68us/step - loss: 15081.9809 - mean_absolute_error: 75.0160 - val_loss: 25973.4677 - val_mean_absolute_error: 123.9323
Epoch 432/5000
148/148 [==============================] - 0s 74us/step - loss: 15047.9752 - mean_absolute_error: 74.9121 - val_loss: 25906.6080 - val_mean_absolute_error: 123.6708
Epoch 433/5000
148/148 [==============================] - 0s 81us/step - loss: 15018.6013 - mean_absolute_error: 74.8349 - val_loss: 25837.1252 - val_mean_absolute_error: 123.4027
Epoch 434/5000
148/148 [==============================] - 0s 81us/step - loss: 14982.4111 - mean_absolute_error: 74.7324 - val_loss: 25751.9151 - val_mean_absolute_error: 123.0814
Epoch 435/5000
148/148 [==============================] - 0s 81us/step - loss: 14948.0674 - mean_absolute_error: 74.6171 - val_loss: 25669.9281 - val_mean_absolute_error: 122.7697
Epoch 436/5000
148/148 [==============================] - 0s 81us/step - loss: 14915.5692 - mean_absolute_error: 74.5317 - val_loss: 25589.5170 - val_mean_absolute_error: 122.4724
Epoch 437/5000
148/148 [==============================] - 0s 68us/step - loss: 14879.1132 - mean_absolute_error: 74.4052 - val_loss: 25516.6277 - val_mean_absolute_error: 122.2054
Epoch 438/5000
148/148 [==============================] - 0s 61us/step - loss: 14848.0123 - mean_absolute_error: 74.3039 - val_loss: 25446.5645 - val_mean_absolute_error: 121.9465
Epoch 439/5000
148/148 [==============================] - 0s 74us/step - loss: 14817.5262 - mean_absolute_error: 74.2047 - val_loss: 25380.2357 - val_mean_absolute_error: 121.7027
Epoch 440/5000
148/148 [==============================] - 0s 68us/step - loss: 14791.0383 - mean_absolute_error: 74.1248 - val_loss: 25318.3498 - val_mean_absolute_error: 121.4761
Epoch 441/5000
148/148 [==============================] - 0s 74us/step - loss: 14762.6671 - mean_absolute_error: 74.0379 - val_loss: 25256.7022 - val_mean_absolute_error: 121.2445
Epoch 442/5000
148/148 [==============================] - 0s 74us/step - loss: 14738.3119 - mean_absolute_error: 73.9482 - val_loss: 25195.1929 - val_mean_absolute_error: 121.0142
Epoch 443/5000
148/148 [==============================] - 0s 68us/step - loss: 14711.9842 - mean_absolute_error: 73.8691 - val_loss: 25131.4611 - val_mean_absolute_error: 120.7723
Epoch 444/5000
148/148 [==============================] - 0s 74us/step - loss: 14686.0448 - mean_absolute_error: 73.7811 - val_loss: 25064.8934 - val_mean_absolute_error: 120.5214
Epoch 445/5000
148/148 [==============================] - 0s 68us/step - loss: 14659.0113 - mean_absolute_error: 73.7068 - val_loss: 25003.3120 - val_mean_absolute_error: 120.2933
Epoch 446/5000
148/148 [==============================] - 0s 81us/step - loss: 14628.5588 - mean_absolute_error: 73.6232 - val_loss: 24949.0161 - val_mean_absolute_error: 120.0914
Epoch 447/5000
148/148 [==============================] - 0s 68us/step - loss: 14602.7065 - mean_absolute_error: 73.5604 - val_loss: 24888.7379 - val_mean_absolute_error: 119.8695
Epoch 448/5000
148/148 [==============================] - 0s 68us/step - loss: 14576.8942 - mean_absolute_error: 73.4779 - val_loss: 24818.2714 - val_mean_absolute_error: 119.6145
Epoch 449/5000
148/148 [==============================] - 0s 68us/step - loss: 14549.4256 - mean_absolute_error: 73.4161 - val_loss: 24755.8174 - val_mean_absolute_error: 119.3840
Epoch 450/5000
148/148 [==============================] - 0s 68us/step - loss: 14525.4946 - mean_absolute_error: 73.3376 - val_loss: 24694.5639 - val_mean_absolute_error: 119.1589
Epoch 451/5000
148/148 [==============================] - 0s 68us/step - loss: 14498.6399 - mean_absolute_error: 73.2614 - val_loss: 24633.9778 - val_mean_absolute_error: 118.9427
Epoch 452/5000
148/148 [==============================] - 0s 68us/step - loss: 14472.0030 - mean_absolute_error: 73.1872 - val_loss: 24558.2680 - val_mean_absolute_error: 118.6742
Epoch 453/5000
148/148 [==============================] - 0s 61us/step - loss: 14441.2599 - mean_absolute_error: 73.1010 - val_loss: 24486.4120 - val_mean_absolute_error: 118.4169
Epoch 454/5000
148/148 [==============================] - 0s 68us/step - loss: 14416.7593 - mean_absolute_error: 73.0278 - val_loss: 24423.4258 - val_mean_absolute_error: 118.2021
Epoch 455/5000
148/148 [==============================] - 0s 74us/step - loss: 14390.0685 - mean_absolute_error: 72.9617 - val_loss: 24367.2073 - val_mean_absolute_error: 118.0182
Epoch 456/5000
148/148 [==============================] - 0s 74us/step - loss: 14362.6346 - mean_absolute_error: 72.9003 - val_loss: 24315.6679 - val_mean_absolute_error: 117.8529
Epoch 457/5000
148/148 [==============================] - 0s 68us/step - loss: 14335.6749 - mean_absolute_error: 72.8416 - val_loss: 24262.0972 - val_mean_absolute_error: 117.6736
Epoch 458/5000
148/148 [==============================] - 0s 74us/step - loss: 14309.5548 - mean_absolute_error: 72.7690 - val_loss: 24202.8714 - val_mean_absolute_error: 117.4672
Epoch 459/5000
148/148 [==============================] - 0s 68us/step - loss: 14283.7143 - mean_absolute_error: 72.6975 - val_loss: 24144.0734 - val_mean_absolute_error: 117.2564
Epoch 460/5000
148/148 [==============================] - 0s 68us/step - loss: 14258.1845 - mean_absolute_error: 72.6323 - val_loss: 24082.5171 - val_mean_absolute_error: 117.0374
Epoch 461/5000
148/148 [==============================] - 0s 74us/step - loss: 14234.7573 - mean_absolute_error: 72.5668 - val_loss: 24022.5405 - val_mean_absolute_error: 116.8279
Epoch 462/5000
148/148 [==============================] - 0s 74us/step - loss: 14211.1853 - mean_absolute_error: 72.5025 - val_loss: 23971.0089 - val_mean_absolute_error: 116.6479
Epoch 463/5000
148/148 [==============================] - 0s 74us/step - loss: 14188.2700 - mean_absolute_error: 72.4556 - val_loss: 23916.2006 - val_mean_absolute_error: 116.4552
Epoch 464/5000
148/148 [==============================] - 0s 68us/step - loss: 14165.3297 - mean_absolute_error: 72.3972 - val_loss: 23862.8292 - val_mean_absolute_error: 116.2759
Epoch 465/5000
148/148 [==============================] - 0s 74us/step - loss: 14140.7996 - mean_absolute_error: 72.3506 - val_loss: 23810.6490 - val_mean_absolute_error: 116.0978
Epoch 466/5000
148/148 [==============================] - 0s 68us/step - loss: 14116.2759 - mean_absolute_error: 72.2949 - val_loss: 23752.6141 - val_mean_absolute_error: 115.8995
Epoch 467/5000
148/148 [==============================] - 0s 68us/step - loss: 14092.7283 - mean_absolute_error: 72.2365 - val_loss: 23695.4030 - val_mean_absolute_error: 115.7078
Epoch 468/5000
148/148 [==============================] - 0s 81us/step - loss: 14068.6163 - mean_absolute_error: 72.1874 - val_loss: 23644.8844 - val_mean_absolute_error: 115.5381
Epoch 469/5000
148/148 [==============================] - 0s 74us/step - loss: 14044.3642 - mean_absolute_error: 72.1408 - val_loss: 23596.4344 - val_mean_absolute_error: 115.3749
Epoch 470/5000
148/148 [==============================] - 0s 68us/step - loss: 14020.2008 - mean_absolute_error: 72.0891 - val_loss: 23539.9385 - val_mean_absolute_error: 115.1858
Epoch 471/5000
148/148 [==============================] - 0s 74us/step - loss: 13995.4024 - mean_absolute_error: 72.0266 - val_loss: 23484.4391 - val_mean_absolute_error: 115.0005
Epoch 472/5000
148/148 [==============================] - 0s 74us/step - loss: 13969.6892 - mean_absolute_error: 71.9594 - val_loss: 23432.7669 - val_mean_absolute_error: 114.8248
Epoch 473/5000
148/148 [==============================] - 0s 68us/step - loss: 13949.2187 - mean_absolute_error: 71.9233 - val_loss: 23373.4107 - val_mean_absolute_error: 114.6217
Epoch 474/5000
148/148 [==============================] - 0s 74us/step - loss: 13926.7875 - mean_absolute_error: 71.8766 - val_loss: 23316.5648 - val_mean_absolute_error: 114.4228
Epoch 475/5000
148/148 [==============================] - 0s 81us/step - loss: 13906.2774 - mean_absolute_error: 71.8234 - val_loss: 23270.6216 - val_mean_absolute_error: 114.2702
Epoch 476/5000
148/148 [==============================] - 0s 68us/step - loss: 13884.5699 - mean_absolute_error: 71.7805 - val_loss: 23228.4376 - val_mean_absolute_error: 114.1297
Epoch 477/5000
148/148 [==============================] - 0s 68us/step - loss: 13867.5607 - mean_absolute_error: 71.7451 - val_loss: 23182.5230 - val_mean_absolute_error: 113.9755
Epoch 478/5000
148/148 [==============================] - 0s 74us/step - loss: 13849.4695 - mean_absolute_error: 71.6927 - val_loss: 23139.8036 - val_mean_absolute_error: 113.8352
Epoch 479/5000
148/148 [==============================] - 0s 68us/step - loss: 13830.0444 - mean_absolute_error: 71.6495 - val_loss: 23097.3434 - val_mean_absolute_error: 113.7020
Epoch 480/5000
148/148 [==============================] - 0s 88us/step - loss: 13810.4385 - mean_absolute_error: 71.5959 - val_loss: 23057.1009 - val_mean_absolute_error: 113.5719
Epoch 481/5000
148/148 [==============================] - 0s 74us/step - loss: 13792.0602 - mean_absolute_error: 71.5486 - val_loss: 23014.3355 - val_mean_absolute_error: 113.4282
Epoch 482/5000
148/148 [==============================] - 0s 74us/step - loss: 13773.0044 - mean_absolute_error: 71.5005 - val_loss: 22976.4341 - val_mean_absolute_error: 113.3052
Epoch 483/5000
148/148 [==============================] - 0s 68us/step - loss: 13755.8374 - mean_absolute_error: 71.4647 - val_loss: 22934.6405 - val_mean_absolute_error: 113.1699
Epoch 484/5000
148/148 [==============================] - 0s 68us/step - loss: 13734.9342 - mean_absolute_error: 71.4156 - val_loss: 22892.8898 - val_mean_absolute_error: 113.0403
Epoch 485/5000
148/148 [==============================] - 0s 81us/step - loss: 13713.3377 - mean_absolute_error: 71.3665 - val_loss: 22847.4221 - val_mean_absolute_error: 112.9025
Epoch 486/5000
148/148 [==============================] - 0s 61us/step - loss: 13694.1912 - mean_absolute_error: 71.3331 - val_loss: 22795.1341 - val_mean_absolute_error: 112.7411
Epoch 487/5000
148/148 [==============================] - 0s 74us/step - loss: 13669.3068 - mean_absolute_error: 71.2802 - val_loss: 22727.8541 - val_mean_absolute_error: 112.5202
Epoch 488/5000
148/148 [==============================] - 0s 74us/step - loss: 13641.6154 - mean_absolute_error: 71.2149 - val_loss: 22669.0621 - val_mean_absolute_error: 112.3248
Epoch 489/5000
148/148 [==============================] - 0s 95us/step - loss: 13617.5156 - mean_absolute_error: 71.1537 - val_loss: 22609.6087 - val_mean_absolute_error: 112.1274
Epoch 490/5000
148/148 [==============================] - 0s 81us/step - loss: 13597.8051 - mean_absolute_error: 71.1062 - val_loss: 22554.9898 - val_mean_absolute_error: 111.9438
Epoch 491/5000
148/148 [==============================] - 0s 88us/step - loss: 13576.2616 - mean_absolute_error: 71.0495 - val_loss: 22509.8798 - val_mean_absolute_error: 111.7932
Epoch 492/5000
148/148 [==============================] - 0s 74us/step - loss: 13559.3124 - mean_absolute_error: 71.0293 - val_loss: 22466.4727 - val_mean_absolute_error: 111.6539
Epoch 493/5000
148/148 [==============================] - 0s 68us/step - loss: 13536.1469 - mean_absolute_error: 70.9865 - val_loss: 22427.5156 - val_mean_absolute_error: 111.5282
Epoch 494/5000
148/148 [==============================] - 0s 68us/step - loss: 13518.4819 - mean_absolute_error: 70.9506 - val_loss: 22388.0202 - val_mean_absolute_error: 111.4032
Epoch 495/5000
148/148 [==============================] - 0s 81us/step - loss: 13497.3789 - mean_absolute_error: 70.9085 - val_loss: 22335.9887 - val_mean_absolute_error: 111.2300
Epoch 496/5000
148/148 [==============================] - 0s 61us/step - loss: 13476.8486 - mean_absolute_error: 70.8673 - val_loss: 22281.8877 - val_mean_absolute_error: 111.0484
Epoch 497/5000
148/148 [==============================] - 0s 74us/step - loss: 13454.1440 - mean_absolute_error: 70.8147 - val_loss: 22234.0509 - val_mean_absolute_error: 110.8856
Epoch 498/5000
148/148 [==============================] - 0s 74us/step - loss: 13436.3903 - mean_absolute_error: 70.7720 - val_loss: 22191.7358 - val_mean_absolute_error: 110.7418
Epoch 499/5000
148/148 [==============================] - 0s 68us/step - loss: 13418.8332 - mean_absolute_error: 70.7409 - val_loss: 22152.0441 - val_mean_absolute_error: 110.6088
Epoch 500/5000
148/148 [==============================] - 0s 68us/step - loss: 13398.6487 - mean_absolute_error: 70.7029 - val_loss: 22115.0875 - val_mean_absolute_error: 110.4945
Epoch 501/5000
148/148 [==============================] - 0s 74us/step - loss: 13377.3143 - mean_absolute_error: 70.6750 - val_loss: 22075.0567 - val_mean_absolute_error: 110.3698
Epoch 502/5000
148/148 [==============================] - 0s 68us/step - loss: 13352.9983 - mean_absolute_error: 70.6348 - val_loss: 22036.7985 - val_mean_absolute_error: 110.2543
Epoch 503/5000
148/148 [==============================] - 0s 68us/step - loss: 13332.8533 - mean_absolute_error: 70.6096 - val_loss: 21994.8616 - val_mean_absolute_error: 110.1206
Epoch 504/5000
148/148 [==============================] - 0s 74us/step - loss: 13311.4173 - mean_absolute_error: 70.5826 - val_loss: 21955.9665 - val_mean_absolute_error: 109.9947
Epoch 505/5000
148/148 [==============================] - 0s 68us/step - loss: 13294.5992 - mean_absolute_error: 70.5588 - val_loss: 21914.9806 - val_mean_absolute_error: 109.8568
Epoch 506/5000
148/148 [==============================] - 0s 68us/step - loss: 13276.0950 - mean_absolute_error: 70.5261 - val_loss: 21879.2060 - val_mean_absolute_error: 109.7412
Epoch 507/5000
148/148 [==============================] - 0s 81us/step - loss: 13257.8937 - mean_absolute_error: 70.4972 - val_loss: 21847.2726 - val_mean_absolute_error: 109.6448
Epoch 508/5000
148/148 [==============================] - 0s 74us/step - loss: 13239.6969 - mean_absolute_error: 70.4553 - val_loss: 21801.3254 - val_mean_absolute_error: 109.4916
Epoch 509/5000
148/148 [==============================] - 0s 68us/step - loss: 13220.1632 - mean_absolute_error: 70.4221 - val_loss: 21761.8492 - val_mean_absolute_error: 109.3648
Epoch 510/5000
148/148 [==============================] - 0s 81us/step - loss: 13202.2019 - mean_absolute_error: 70.3939 - val_loss: 21727.7434 - val_mean_absolute_error: 109.2608
Epoch 511/5000
148/148 [==============================] - 0s 81us/step - loss: 13185.4565 - mean_absolute_error: 70.3743 - val_loss: 21687.8928 - val_mean_absolute_error: 109.1312
Epoch 512/5000
148/148 [==============================] - 0s 81us/step - loss: 13168.2514 - mean_absolute_error: 70.3437 - val_loss: 21636.3189 - val_mean_absolute_error: 108.9568
Epoch 513/5000
148/148 [==============================] - 0s 74us/step - loss: 13145.7356 - mean_absolute_error: 70.3018 - val_loss: 21590.3714 - val_mean_absolute_error: 108.8092
Epoch 514/5000
148/148 [==============================] - 0s 176us/step - loss: 13127.4755 - mean_absolute_error: 70.2785 - val_loss: 21544.3774 - val_mean_absolute_error: 108.6653
Epoch 515/5000
148/148 [==============================] - 0s 149us/step - loss: 13107.9514 - mean_absolute_error: 70.2656 - val_loss: 21505.0177 - val_mean_absolute_error: 108.5438
Epoch 516/5000
148/148 [==============================] - 0s 95us/step - loss: 13087.0540 - mean_absolute_error: 70.2356 - val_loss: 21465.9179 - val_mean_absolute_error: 108.4244
Epoch 517/5000
148/148 [==============================] - 0s 101us/step - loss: 13068.5586 - mean_absolute_error: 70.2196 - val_loss: 21410.7852 - val_mean_absolute_error: 108.2409
Epoch 518/5000
148/148 [==============================] - 0s 108us/step - loss: 13047.3152 - mean_absolute_error: 70.1758 - val_loss: 21353.1634 - val_mean_absolute_error: 108.0512
Epoch 519/5000
148/148 [==============================] - 0s 101us/step - loss: 13028.4639 - mean_absolute_error: 70.1350 - val_loss: 21307.0362 - val_mean_absolute_error: 107.9089
Epoch 520/5000
148/148 [==============================] - 0s 135us/step - loss: 13009.1433 - mean_absolute_error: 70.1027 - val_loss: 21260.5845 - val_mean_absolute_error: 107.7631
Epoch 521/5000
148/148 [==============================] - 0s 101us/step - loss: 12989.2874 - mean_absolute_error: 70.0677 - val_loss: 21219.3858 - val_mean_absolute_error: 107.6430
Epoch 522/5000
148/148 [==============================] - 0s 122us/step - loss: 12969.1195 - mean_absolute_error: 70.0460 - val_loss: 21180.8429 - val_mean_absolute_error: 107.5360
Epoch 523/5000
148/148 [==============================] - 0s 101us/step - loss: 12950.0252 - mean_absolute_error: 70.0105 - val_loss: 21149.0552 - val_mean_absolute_error: 107.4480
Epoch 524/5000
148/148 [==============================] - 0s 108us/step - loss: 12930.2139 - mean_absolute_error: 69.9831 - val_loss: 21115.6703 - val_mean_absolute_error: 107.3480
Epoch 525/5000
148/148 [==============================] - 0s 101us/step - loss: 12912.7217 - mean_absolute_error: 69.9522 - val_loss: 21087.3023 - val_mean_absolute_error: 107.2697
Epoch 526/5000
148/148 [==============================] - 0s 108us/step - loss: 12896.2694 - mean_absolute_error: 69.9356 - val_loss: 21057.0896 - val_mean_absolute_error: 107.1881
Epoch 527/5000
148/148 [==============================] - 0s 122us/step - loss: 12875.9837 - mean_absolute_error: 69.8964 - val_loss: 21031.0772 - val_mean_absolute_error: 107.1168
Epoch 528/5000
148/148 [==============================] - 0s 108us/step - loss: 12860.3179 - mean_absolute_error: 69.8711 - val_loss: 21003.8938 - val_mean_absolute_error: 107.0373
Epoch 529/5000
148/148 [==============================] - 0s 101us/step - loss: 12843.4014 - mean_absolute_error: 69.8430 - val_loss: 20965.8849 - val_mean_absolute_error: 106.9170
Epoch 530/5000
148/148 [==============================] - 0s 108us/step - loss: 12826.2480 - mean_absolute_error: 69.8144 - val_loss: 20921.2018 - val_mean_absolute_error: 106.7714
Epoch 531/5000
148/148 [==============================] - 0s 88us/step - loss: 12807.7787 - mean_absolute_error: 69.7877 - val_loss: 20882.5820 - val_mean_absolute_error: 106.6526
Epoch 532/5000
148/148 [==============================] - 0s 88us/step - loss: 12789.4167 - mean_absolute_error: 69.7647 - val_loss: 20852.4335 - val_mean_absolute_error: 106.5654
Epoch 533/5000
148/148 [==============================] - 0s 101us/step - loss: 12773.2520 - mean_absolute_error: 69.7451 - val_loss: 20812.6577 - val_mean_absolute_error: 106.4389
Epoch 534/5000
148/148 [==============================] - 0s 101us/step - loss: 12756.6404 - mean_absolute_error: 69.7306 - val_loss: 20777.7213 - val_mean_absolute_error: 106.3409
Epoch 535/5000
148/148 [==============================] - 0s 95us/step - loss: 12737.1479 - mean_absolute_error: 69.7104 - val_loss: 20749.3284 - val_mean_absolute_error: 106.2735
Epoch 536/5000
148/148 [==============================] - 0s 81us/step - loss: 12715.3711 - mean_absolute_error: 69.6879 - val_loss: 20718.2051 - val_mean_absolute_error: 106.1919
Epoch 537/5000
148/148 [==============================] - 0s 81us/step - loss: 12697.6979 - mean_absolute_error: 69.6685 - val_loss: 20687.6171 - val_mean_absolute_error: 106.1106
Epoch 538/5000
148/148 [==============================] - 0s 88us/step - loss: 12677.8817 - mean_absolute_error: 69.6397 - val_loss: 20657.3302 - val_mean_absolute_error: 106.0224
Epoch 539/5000
148/148 [==============================] - 0s 95us/step - loss: 12662.7402 - mean_absolute_error: 69.6170 - val_loss: 20627.9969 - val_mean_absolute_error: 105.9388
Epoch 540/5000
148/148 [==============================] - 0s 108us/step - loss: 12646.6986 - mean_absolute_error: 69.5969 - val_loss: 20596.2127 - val_mean_absolute_error: 105.8432
Epoch 541/5000
148/148 [==============================] - 0s 101us/step - loss: 12630.9702 - mean_absolute_error: 69.5706 - val_loss: 20569.7249 - val_mean_absolute_error: 105.7680
Epoch 542/5000
148/148 [==============================] - 0s 101us/step - loss: 12616.3948 - mean_absolute_error: 69.5538 - val_loss: 20542.5073 - val_mean_absolute_error: 105.6926
Epoch 543/5000
148/148 [==============================] - 0s 88us/step - loss: 12601.4836 - mean_absolute_error: 69.5296 - val_loss: 20510.8191 - val_mean_absolute_error: 105.5959
Epoch 544/5000
148/148 [==============================] - 0s 81us/step - loss: 12587.4594 - mean_absolute_error: 69.5132 - val_loss: 20479.0055 - val_mean_absolute_error: 105.4998
Epoch 545/5000
148/148 [==============================] - 0s 81us/step - loss: 12571.0572 - mean_absolute_error: 69.4939 - val_loss: 20452.1443 - val_mean_absolute_error: 105.4193
Epoch 546/5000
148/148 [==============================] - 0s 74us/step - loss: 12557.6782 - mean_absolute_error: 69.4827 - val_loss: 20425.7590 - val_mean_absolute_error: 105.3393
Epoch 547/5000
148/148 [==============================] - 0s 68us/step - loss: 12544.6325 - mean_absolute_error: 69.4647 - val_loss: 20396.8092 - val_mean_absolute_error: 105.2510
Epoch 548/5000
148/148 [==============================] - 0s 81us/step - loss: 12527.3057 - mean_absolute_error: 69.4471 - val_loss: 20370.6193 - val_mean_absolute_error: 105.1764
Epoch 549/5000
148/148 [==============================] - 0s 81us/step - loss: 12512.8126 - mean_absolute_error: 69.4299 - val_loss: 20341.4514 - val_mean_absolute_error: 105.0879
Epoch 550/5000
148/148 [==============================] - 0s 81us/step - loss: 12497.4273 - mean_absolute_error: 69.4064 - val_loss: 20314.6102 - val_mean_absolute_error: 105.0063
Epoch 551/5000
148/148 [==============================] - 0s 81us/step - loss: 12481.9401 - mean_absolute_error: 69.3883 - val_loss: 20292.3001 - val_mean_absolute_error: 104.9480
Epoch 552/5000
148/148 [==============================] - 0s 74us/step - loss: 12468.6142 - mean_absolute_error: 69.3682 - val_loss: 20260.5493 - val_mean_absolute_error: 104.8604
Epoch 553/5000
148/148 [==============================] - 0s 88us/step - loss: 12449.9806 - mean_absolute_error: 69.3476 - val_loss: 20228.0311 - val_mean_absolute_error: 104.7641
Epoch 554/5000
148/148 [==============================] - 0s 81us/step - loss: 12433.8151 - mean_absolute_error: 69.3357 - val_loss: 20186.7164 - val_mean_absolute_error: 104.6283
Epoch 555/5000
148/148 [==============================] - 0s 88us/step - loss: 12417.1020 - mean_absolute_error: 69.3168 - val_loss: 20150.8461 - val_mean_absolute_error: 104.5075
Epoch 556/5000
148/148 [==============================] - 0s 81us/step - loss: 12402.1217 - mean_absolute_error: 69.2893 - val_loss: 20122.5676 - val_mean_absolute_error: 104.4174
Epoch 557/5000
148/148 [==============================] - 0s 95us/step - loss: 12388.2939 - mean_absolute_error: 69.2706 - val_loss: 20097.0026 - val_mean_absolute_error: 104.3413
Epoch 558/5000
148/148 [==============================] - 0s 81us/step - loss: 12375.2424 - mean_absolute_error: 69.2531 - val_loss: 20074.5425 - val_mean_absolute_error: 104.2813
Epoch 559/5000
148/148 [==============================] - 0s 74us/step - loss: 12362.1059 - mean_absolute_error: 69.2399 - val_loss: 20056.5209 - val_mean_absolute_error: 104.2423
Epoch 560/5000
148/148 [==============================] - 0s 74us/step - loss: 12348.0443 - mean_absolute_error: 69.2225 - val_loss: 20033.2196 - val_mean_absolute_error: 104.1767
Epoch 561/5000
148/148 [==============================] - 0s 74us/step - loss: 12333.2824 - mean_absolute_error: 69.2084 - val_loss: 20005.0388 - val_mean_absolute_error: 104.0905
Epoch 562/5000
148/148 [==============================] - 0s 88us/step - loss: 12317.4406 - mean_absolute_error: 69.1898 - val_loss: 19970.4268 - val_mean_absolute_error: 103.9825
Epoch 563/5000
148/148 [==============================] - 0s 101us/step - loss: 12298.5551 - mean_absolute_error: 69.1690 - val_loss: 19938.2385 - val_mean_absolute_error: 103.8784
Epoch 564/5000
148/148 [==============================] - 0s 88us/step - loss: 12280.7490 - mean_absolute_error: 69.1504 - val_loss: 19905.1925 - val_mean_absolute_error: 103.7732
Epoch 565/5000
148/148 [==============================] - 0s 81us/step - loss: 12263.3604 - mean_absolute_error: 69.1376 - val_loss: 19875.6141 - val_mean_absolute_error: 103.6847
Epoch 566/5000
148/148 [==============================] - 0s 81us/step - loss: 12246.0942 - mean_absolute_error: 69.1340 - val_loss: 19848.1457 - val_mean_absolute_error: 103.6085
Epoch 567/5000
148/148 [==============================] - 0s 74us/step - loss: 12230.5714 - mean_absolute_error: 69.1272 - val_loss: 19823.4601 - val_mean_absolute_error: 103.5382
Epoch 568/5000
148/148 [==============================] - 0s 88us/step - loss: 12215.5174 - mean_absolute_error: 69.1181 - val_loss: 19796.9293 - val_mean_absolute_error: 103.4599
Epoch 569/5000
148/148 [==============================] - 0s 81us/step - loss: 12201.2590 - mean_absolute_error: 69.1001 - val_loss: 19764.1655 - val_mean_absolute_error: 103.3587
Epoch 570/5000
148/148 [==============================] - 0s 74us/step - loss: 12185.7872 - mean_absolute_error: 69.0842 - val_loss: 19731.0531 - val_mean_absolute_error: 103.2548
Epoch 571/5000
148/148 [==============================] - 0s 81us/step - loss: 12168.8892 - mean_absolute_error: 69.0616 - val_loss: 19701.2255 - val_mean_absolute_error: 103.1615
Epoch 572/5000
148/148 [==============================] - 0s 74us/step - loss: 12152.6112 - mean_absolute_error: 69.0427 - val_loss: 19666.8122 - val_mean_absolute_error: 103.0559
Epoch 573/5000
148/148 [==============================] - 0s 74us/step - loss: 12135.1617 - mean_absolute_error: 69.0308 - val_loss: 19624.5035 - val_mean_absolute_error: 102.9250
Epoch 574/5000
148/148 [==============================] - 0s 74us/step - loss: 12115.4910 - mean_absolute_error: 69.0231 - val_loss: 19585.8247 - val_mean_absolute_error: 102.8136
Epoch 575/5000
148/148 [==============================] - 0s 74us/step - loss: 12096.1475 - mean_absolute_error: 69.0109 - val_loss: 19552.1175 - val_mean_absolute_error: 102.7105
Epoch 576/5000
148/148 [==============================] - 0s 68us/step - loss: 12079.4703 - mean_absolute_error: 69.0008 - val_loss: 19524.3972 - val_mean_absolute_error: 102.6280
Epoch 577/5000
148/148 [==============================] - 0s 81us/step - loss: 12064.9237 - mean_absolute_error: 68.9870 - val_loss: 19501.9650 - val_mean_absolute_error: 102.5674
Epoch 578/5000
148/148 [==============================] - 0s 74us/step - loss: 12050.9358 - mean_absolute_error: 68.9748 - val_loss: 19488.5956 - val_mean_absolute_error: 102.5426
Epoch 579/5000
148/148 [==============================] - 0s 81us/step - loss: 12039.3231 - mean_absolute_error: 68.9702 - val_loss: 19467.7265 - val_mean_absolute_error: 102.4815
Epoch 580/5000
148/148 [==============================] - 0s 74us/step - loss: 12025.3065 - mean_absolute_error: 68.9566 - val_loss: 19452.6894 - val_mean_absolute_error: 102.4476
Epoch 581/5000
148/148 [==============================] - 0s 88us/step - loss: 12013.3589 - mean_absolute_error: 68.9471 - val_loss: 19433.7164 - val_mean_absolute_error: 102.3967
Epoch 582/5000
148/148 [==============================] - 0s 68us/step - loss: 12000.1874 - mean_absolute_error: 68.9316 - val_loss: 19414.0959 - val_mean_absolute_error: 102.3410
Epoch 583/5000
148/148 [==============================] - 0s 74us/step - loss: 11988.3133 - mean_absolute_error: 68.9180 - val_loss: 19395.8397 - val_mean_absolute_error: 102.2904
Epoch 584/5000
148/148 [==============================] - 0s 74us/step - loss: 11976.4328 - mean_absolute_error: 68.9060 - val_loss: 19382.3955 - val_mean_absolute_error: 102.2617
Epoch 585/5000
148/148 [==============================] - 0s 95us/step - loss: 11965.9112 - mean_absolute_error: 68.8993 - val_loss: 19364.9398 - val_mean_absolute_error: 102.2182
Epoch 586/5000
148/148 [==============================] - 0s 81us/step - loss: 11954.0084 - mean_absolute_error: 68.8889 - val_loss: 19349.1207 - val_mean_absolute_error: 102.1834
Epoch 587/5000
148/148 [==============================] - 0s 81us/step - loss: 11940.7521 - mean_absolute_error: 68.8846 - val_loss: 19331.1306 - val_mean_absolute_error: 102.1450
Epoch 588/5000
148/148 [==============================] - 0s 88us/step - loss: 11925.9264 - mean_absolute_error: 68.8761 - val_loss: 19307.0826 - val_mean_absolute_error: 102.0714
Epoch 589/5000
148/148 [==============================] - 0s 81us/step - loss: 11913.1497 - mean_absolute_error: 68.8650 - val_loss: 19283.0341 - val_mean_absolute_error: 101.9960
Epoch 590/5000
148/148 [==============================] - 0s 81us/step - loss: 11898.4059 - mean_absolute_error: 68.8508 - val_loss: 19259.1908 - val_mean_absolute_error: 101.9184
Epoch 591/5000
148/148 [==============================] - 0s 81us/step - loss: 11887.7260 - mean_absolute_error: 68.8423 - val_loss: 19236.0314 - val_mean_absolute_error: 101.8426
Epoch 592/5000
148/148 [==============================] - 0s 74us/step - loss: 11875.8770 - mean_absolute_error: 68.8278 - val_loss: 19215.1423 - val_mean_absolute_error: 101.7746
Epoch 593/5000
148/148 [==============================] - 0s 68us/step - loss: 11864.0012 - mean_absolute_error: 68.8113 - val_loss: 19192.3121 - val_mean_absolute_error: 101.6969
Epoch 594/5000
148/148 [==============================] - 0s 68us/step - loss: 11853.0494 - mean_absolute_error: 68.7957 - val_loss: 19163.9060 - val_mean_absolute_error: 101.5972
Epoch 595/5000
148/148 [==============================] - 0s 81us/step - loss: 11840.7828 - mean_absolute_error: 68.7793 - val_loss: 19133.1546 - val_mean_absolute_error: 101.4904
Epoch 596/5000
148/148 [==============================] - 0s 81us/step - loss: 11827.3583 - mean_absolute_error: 68.7589 - val_loss: 19106.6339 - val_mean_absolute_error: 101.4028
Epoch 597/5000
148/148 [==============================] - 0s 74us/step - loss: 11814.8170 - mean_absolute_error: 68.7445 - val_loss: 19072.1516 - val_mean_absolute_error: 101.2904
Epoch 598/5000
148/148 [==============================] - 0s 74us/step - loss: 11799.7317 - mean_absolute_error: 68.7244 - val_loss: 19045.5040 - val_mean_absolute_error: 101.2070
Epoch 599/5000
148/148 [==============================] - 0s 81us/step - loss: 11788.4743 - mean_absolute_error: 68.7093 - val_loss: 19025.7595 - val_mean_absolute_error: 101.1509
Epoch 600/5000
148/148 [==============================] - 0s 81us/step - loss: 11776.3660 - mean_absolute_error: 68.6986 - val_loss: 19004.8640 - val_mean_absolute_error: 101.0865
Epoch 601/5000
148/148 [==============================] - 0s 74us/step - loss: 11764.8413 - mean_absolute_error: 68.6898 - val_loss: 18993.3456 - val_mean_absolute_error: 101.0682
Epoch 602/5000
148/148 [==============================] - 0s 74us/step - loss: 11753.0573 - mean_absolute_error: 68.6775 - val_loss: 18976.0323 - val_mean_absolute_error: 101.0229
Epoch 603/5000
148/148 [==============================] - 0s 81us/step - loss: 11740.6225 - mean_absolute_error: 68.6674 - val_loss: 18957.9950 - val_mean_absolute_error: 100.9773
Epoch 604/5000
148/148 [==============================] - 0s 74us/step - loss: 11730.0755 - mean_absolute_error: 68.6715 - val_loss: 18934.0078 - val_mean_absolute_error: 100.9123
Epoch 605/5000
148/148 [==============================] - 0s 88us/step - loss: 11712.8851 - mean_absolute_error: 68.6583 - val_loss: 18913.9016 - val_mean_absolute_error: 100.8641
Epoch 606/5000
148/148 [==============================] - 0s 74us/step - loss: 11698.6637 - mean_absolute_error: 68.6524 - val_loss: 18886.8488 - val_mean_absolute_error: 100.7875
Epoch 607/5000
148/148 [==============================] - 0s 81us/step - loss: 11682.1562 - mean_absolute_error: 68.6307 - val_loss: 18857.5948 - val_mean_absolute_error: 100.7011
Epoch 608/5000
148/148 [==============================] - 0s 74us/step - loss: 11667.0617 - mean_absolute_error: 68.6231 - val_loss: 18832.0407 - val_mean_absolute_error: 100.6222
Epoch 609/5000
148/148 [==============================] - 0s 74us/step - loss: 11653.5155 - mean_absolute_error: 68.6118 - val_loss: 18803.1775 - val_mean_absolute_error: 100.5319
Epoch 610/5000
148/148 [==============================] - 0s 68us/step - loss: 11639.4190 - mean_absolute_error: 68.6024 - val_loss: 18773.1532 - val_mean_absolute_error: 100.4351
Epoch 611/5000
148/148 [==============================] - 0s 74us/step - loss: 11621.7094 - mean_absolute_error: 68.5916 - val_loss: 18734.9680 - val_mean_absolute_error: 100.3154
Epoch 612/5000
148/148 [==============================] - 0s 74us/step - loss: 11604.5143 - mean_absolute_error: 68.5899 - val_loss: 18693.2178 - val_mean_absolute_error: 100.1854
Epoch 613/5000
148/148 [==============================] - 0s 74us/step - loss: 11583.5780 - mean_absolute_error: 68.5787 - val_loss: 18662.1890 - val_mean_absolute_error: 100.0919
Epoch 614/5000
148/148 [==============================] - 0s 74us/step - loss: 11565.6127 - mean_absolute_error: 68.5743 - val_loss: 18633.2050 - val_mean_absolute_error: 100.0096
Epoch 615/5000
148/148 [==============================] - 0s 68us/step - loss: 11548.3095 - mean_absolute_error: 68.5686 - val_loss: 18605.7725 - val_mean_absolute_error: 99.9267
Epoch 616/5000
148/148 [==============================] - 0s 68us/step - loss: 11530.6865 - mean_absolute_error: 68.5621 - val_loss: 18580.4827 - val_mean_absolute_error: 99.8515
Epoch 617/5000
148/148 [==============================] - 0s 68us/step - loss: 11517.8032 - mean_absolute_error: 68.5524 - val_loss: 18557.0834 - val_mean_absolute_error: 99.7810
Epoch 618/5000
148/148 [==============================] - 0s 74us/step - loss: 11502.6118 - mean_absolute_error: 68.5381 - val_loss: 18532.8614 - val_mean_absolute_error: 99.7033
Epoch 619/5000
148/148 [==============================] - 0s 68us/step - loss: 11490.6988 - mean_absolute_error: 68.5305 - val_loss: 18509.3118 - val_mean_absolute_error: 99.6372
Epoch 620/5000
148/148 [==============================] - 0s 68us/step - loss: 11473.7138 - mean_absolute_error: 68.5187 - val_loss: 18487.1823 - val_mean_absolute_error: 99.5762
Epoch 621/5000
148/148 [==============================] - 0s 68us/step - loss: 11460.7667 - mean_absolute_error: 68.5152 - val_loss: 18468.0410 - val_mean_absolute_error: 99.5296
Epoch 622/5000
148/148 [==============================] - 0s 61us/step - loss: 11445.2639 - mean_absolute_error: 68.5017 - val_loss: 18447.7791 - val_mean_absolute_error: 99.4733
Epoch 623/5000
148/148 [==============================] - 0s 74us/step - loss: 11431.7412 - mean_absolute_error: 68.4937 - val_loss: 18420.2125 - val_mean_absolute_error: 99.3867
Epoch 624/5000
148/148 [==============================] - 0s 74us/step - loss: 11419.4074 - mean_absolute_error: 68.4939 - val_loss: 18385.7222 - val_mean_absolute_error: 99.2686
Epoch 625/5000
148/148 [==============================] - 0s 74us/step - loss: 11402.9438 - mean_absolute_error: 68.4775 - val_loss: 18358.9987 - val_mean_absolute_error: 99.1800
Epoch 626/5000
148/148 [==============================] - 0s 68us/step - loss: 11390.2571 - mean_absolute_error: 68.4636 - val_loss: 18332.9396 - val_mean_absolute_error: 99.1016
Epoch 627/5000
148/148 [==============================] - 0s 61us/step - loss: 11374.2535 - mean_absolute_error: 68.4472 - val_loss: 18303.1821 - val_mean_absolute_error: 99.0055
Epoch 628/5000
148/148 [==============================] - 0s 74us/step - loss: 11359.6900 - mean_absolute_error: 68.4378 - val_loss: 18277.4055 - val_mean_absolute_error: 98.9202
Epoch 629/5000
148/148 [==============================] - 0s 68us/step - loss: 11346.8931 - mean_absolute_error: 68.4315 - val_loss: 18252.1588 - val_mean_absolute_error: 98.8345
Epoch 630/5000
148/148 [==============================] - 0s 74us/step - loss: 11333.6473 - mean_absolute_error: 68.4228 - val_loss: 18229.1974 - val_mean_absolute_error: 98.7590
Epoch 631/5000
148/148 [==============================] - 0s 68us/step - loss: 11321.2088 - mean_absolute_error: 68.4154 - val_loss: 18208.5102 - val_mean_absolute_error: 98.7001
Epoch 632/5000
148/148 [==============================] - 0s 68us/step - loss: 11308.5203 - mean_absolute_error: 68.4069 - val_loss: 18191.1000 - val_mean_absolute_error: 98.6564
Epoch 633/5000
148/148 [==============================] - 0s 68us/step - loss: 11294.3024 - mean_absolute_error: 68.3891 - val_loss: 18174.7769 - val_mean_absolute_error: 98.6214
Epoch 634/5000
148/148 [==============================] - 0s 74us/step - loss: 11280.1552 - mean_absolute_error: 68.3762 - val_loss: 18148.6639 - val_mean_absolute_error: 98.5439
Epoch 635/5000
148/148 [==============================] - 0s 68us/step - loss: 11265.3666 - mean_absolute_error: 68.3638 - val_loss: 18113.3142 - val_mean_absolute_error: 98.4165
Epoch 636/5000
148/148 [==============================] - 0s 68us/step - loss: 11250.6429 - mean_absolute_error: 68.3536 - val_loss: 18083.9938 - val_mean_absolute_error: 98.3121
Epoch 637/5000
148/148 [==============================] - 0s 74us/step - loss: 11239.4875 - mean_absolute_error: 68.3494 - val_loss: 18057.3423 - val_mean_absolute_error: 98.2177
Epoch 638/5000
148/148 [==============================] - 0s 61us/step - loss: 11226.9263 - mean_absolute_error: 68.3372 - val_loss: 18038.5166 - val_mean_absolute_error: 98.1587
Epoch 639/5000
148/148 [==============================] - 0s 68us/step - loss: 11215.4540 - mean_absolute_error: 68.3295 - val_loss: 18019.7894 - val_mean_absolute_error: 98.1009
Epoch 640/5000
148/148 [==============================] - 0s 74us/step - loss: 11200.4888 - mean_absolute_error: 68.3093 - val_loss: 17996.5279 - val_mean_absolute_error: 98.0195
Epoch 641/5000
148/148 [==============================] - 0s 81us/step - loss: 11189.6508 - mean_absolute_error: 68.3025 - val_loss: 17975.1369 - val_mean_absolute_error: 97.9530
Epoch 642/5000
148/148 [==============================] - 0s 61us/step - loss: 11174.5038 - mean_absolute_error: 68.2878 - val_loss: 17955.6383 - val_mean_absolute_error: 97.8945
Epoch 643/5000
148/148 [==============================] - 0s 74us/step - loss: 11163.1544 - mean_absolute_error: 68.2846 - val_loss: 17931.7620 - val_mean_absolute_error: 97.8204
Epoch 644/5000
148/148 [==============================] - 0s 74us/step - loss: 11149.7608 - mean_absolute_error: 68.2837 - val_loss: 17898.4226 - val_mean_absolute_error: 97.6992
Epoch 645/5000
148/148 [==============================] - 0s 61us/step - loss: 11135.3138 - mean_absolute_error: 68.2737 - val_loss: 17869.3226 - val_mean_absolute_error: 97.6044
Epoch 646/5000
148/148 [==============================] - 0s 74us/step - loss: 11118.8508 - mean_absolute_error: 68.2634 - val_loss: 17849.5371 - val_mean_absolute_error: 97.5475
Epoch 647/5000
148/148 [==============================] - 0s 61us/step - loss: 11104.6794 - mean_absolute_error: 68.2503 - val_loss: 17830.6949 - val_mean_absolute_error: 97.4920
Epoch 648/5000
148/148 [==============================] - 0s 68us/step - loss: 11092.9516 - mean_absolute_error: 68.2475 - val_loss: 17815.9635 - val_mean_absolute_error: 97.4595
Epoch 649/5000
148/148 [==============================] - 0s 74us/step - loss: 11078.3794 - mean_absolute_error: 68.2387 - val_loss: 17809.4972 - val_mean_absolute_error: 97.4634
Epoch 650/5000
148/148 [==============================] - 0s 74us/step - loss: 11066.7022 - mean_absolute_error: 68.2374 - val_loss: 17802.1246 - val_mean_absolute_error: 97.4612
Epoch 651/5000
148/148 [==============================] - 0s 68us/step - loss: 11054.7173 - mean_absolute_error: 68.2269 - val_loss: 17789.8109 - val_mean_absolute_error: 97.4322
Epoch 652/5000
148/148 [==============================] - 0s 61us/step - loss: 11043.5167 - mean_absolute_error: 68.2111 - val_loss: 17775.4877 - val_mean_absolute_error: 97.3926
Epoch 653/5000
148/148 [==============================] - 0s 68us/step - loss: 11031.9694 - mean_absolute_error: 68.2072 - val_loss: 17750.5461 - val_mean_absolute_error: 97.3051
Epoch 654/5000
148/148 [==============================] - 0s 68us/step - loss: 11019.2397 - mean_absolute_error: 68.1932 - val_loss: 17728.6329 - val_mean_absolute_error: 97.2349
Epoch 655/5000
148/148 [==============================] - 0s 74us/step - loss: 11007.2613 - mean_absolute_error: 68.1787 - val_loss: 17704.4680 - val_mean_absolute_error: 97.1595
Epoch 656/5000
148/148 [==============================] - 0s 68us/step - loss: 10992.1919 - mean_absolute_error: 68.1641 - val_loss: 17681.5527 - val_mean_absolute_error: 97.0868
Epoch 657/5000
148/148 [==============================] - 0s 68us/step - loss: 10979.2575 - mean_absolute_error: 68.1473 - val_loss: 17656.3589 - val_mean_absolute_error: 97.0099
Epoch 658/5000
148/148 [==============================] - 0s 68us/step - loss: 10967.4493 - mean_absolute_error: 68.1291 - val_loss: 17637.3474 - val_mean_absolute_error: 96.9565
Epoch 659/5000
148/148 [==============================] - 0s 81us/step - loss: 10955.6244 - mean_absolute_error: 68.1143 - val_loss: 17617.2482 - val_mean_absolute_error: 96.8947
Epoch 660/5000
148/148 [==============================] - 0s 81us/step - loss: 10943.7312 - mean_absolute_error: 68.0970 - val_loss: 17598.8445 - val_mean_absolute_error: 96.8375
Epoch 661/5000
148/148 [==============================] - 0s 74us/step - loss: 10932.9099 - mean_absolute_error: 68.0833 - val_loss: 17581.2618 - val_mean_absolute_error: 96.7793
Epoch 662/5000
148/148 [==============================] - 0s 68us/step - loss: 10923.0241 - mean_absolute_error: 68.0690 - val_loss: 17564.0903 - val_mean_absolute_error: 96.7273
Epoch 663/5000
148/148 [==============================] - 0s 68us/step - loss: 10914.9652 - mean_absolute_error: 68.0592 - val_loss: 17544.4511 - val_mean_absolute_error: 96.6686
Epoch 664/5000
148/148 [==============================] - 0s 61us/step - loss: 10900.0007 - mean_absolute_error: 68.0346 - val_loss: 17513.9726 - val_mean_absolute_error: 96.5551
Epoch 665/5000
148/148 [==============================] - 0s 68us/step - loss: 10886.9805 - mean_absolute_error: 68.0133 - val_loss: 17476.7048 - val_mean_absolute_error: 96.4129
Epoch 666/5000
148/148 [==============================] - 0s 68us/step - loss: 10873.4904 - mean_absolute_error: 67.9950 - val_loss: 17445.2417 - val_mean_absolute_error: 96.2915
Epoch 667/5000
148/148 [==============================] - 0s 61us/step - loss: 10862.1876 - mean_absolute_error: 67.9845 - val_loss: 17414.2373 - val_mean_absolute_error: 96.1749
Epoch 668/5000
148/148 [==============================] - 0s 68us/step - loss: 10850.3688 - mean_absolute_error: 67.9712 - val_loss: 17385.6508 - val_mean_absolute_error: 96.0748
Epoch 669/5000
148/148 [==============================] - 0s 68us/step - loss: 10837.6069 - mean_absolute_error: 67.9514 - val_loss: 17362.7335 - val_mean_absolute_error: 96.0012
Epoch 670/5000
148/148 [==============================] - 0s 74us/step - loss: 10826.6506 - mean_absolute_error: 67.9458 - val_loss: 17339.8370 - val_mean_absolute_error: 95.9245
Epoch 671/5000
148/148 [==============================] - 0s 68us/step - loss: 10813.7335 - mean_absolute_error: 67.9253 - val_loss: 17316.8898 - val_mean_absolute_error: 95.8456
Epoch 672/5000
148/148 [==============================] - 0s 74us/step - loss: 10802.2018 - mean_absolute_error: 67.9149 - val_loss: 17294.2147 - val_mean_absolute_error: 95.7791
Epoch 673/5000
148/148 [==============================] - 0s 68us/step - loss: 10787.3341 - mean_absolute_error: 67.9011 - val_loss: 17272.2771 - val_mean_absolute_error: 95.7103
Epoch 674/5000
148/148 [==============================] - 0s 74us/step - loss: 10775.6366 - mean_absolute_error: 67.8915 - val_loss: 17230.1371 - val_mean_absolute_error: 95.5437
Epoch 675/5000
148/148 [==============================] - 0s 68us/step - loss: 10760.6927 - mean_absolute_error: 67.8747 - val_loss: 17194.2532 - val_mean_absolute_error: 95.4045
Epoch 676/5000
148/148 [==============================] - 0s 68us/step - loss: 10747.1798 - mean_absolute_error: 67.8541 - val_loss: 17166.4034 - val_mean_absolute_error: 95.3022
Epoch 677/5000
148/148 [==============================] - 0s 61us/step - loss: 10736.4445 - mean_absolute_error: 67.8449 - val_loss: 17133.0419 - val_mean_absolute_error: 95.1835
Epoch 678/5000
148/148 [==============================] - 0s 74us/step - loss: 10721.4739 - mean_absolute_error: 67.8313 - val_loss: 17086.8267 - val_mean_absolute_error: 94.9945
Epoch 679/5000
148/148 [==============================] - 0s 68us/step - loss: 10708.4312 - mean_absolute_error: 67.8217 - val_loss: 17052.6446 - val_mean_absolute_error: 94.8587
Epoch 680/5000
148/148 [==============================] - 0s 61us/step - loss: 10693.0865 - mean_absolute_error: 67.8042 - val_loss: 17025.5597 - val_mean_absolute_error: 94.7569
Epoch 681/5000
148/148 [==============================] - 0s 74us/step - loss: 10681.1909 - mean_absolute_error: 67.7895 - val_loss: 17004.1650 - val_mean_absolute_error: 94.6824
Epoch 682/5000
148/148 [==============================] - 0s 74us/step - loss: 10669.2825 - mean_absolute_error: 67.7768 - val_loss: 16983.2103 - val_mean_absolute_error: 94.6136
Epoch 683/5000
148/148 [==============================] - 0s 68us/step - loss: 10655.7330 - mean_absolute_error: 67.7614 - val_loss: 16960.5800 - val_mean_absolute_error: 94.5387
Epoch 684/5000
148/148 [==============================] - 0s 74us/step - loss: 10641.9634 - mean_absolute_error: 67.7548 - val_loss: 16923.1473 - val_mean_absolute_error: 94.3941
Epoch 685/5000
148/148 [==============================] - 0s 74us/step - loss: 10627.8935 - mean_absolute_error: 67.7471 - val_loss: 16890.4991 - val_mean_absolute_error: 94.2691
Epoch 686/5000
148/148 [==============================] - 0s 68us/step - loss: 10615.3508 - mean_absolute_error: 67.7339 - val_loss: 16865.4013 - val_mean_absolute_error: 94.1831
Epoch 687/5000
148/148 [==============================] - 0s 74us/step - loss: 10601.7693 - mean_absolute_error: 67.7214 - val_loss: 16847.1864 - val_mean_absolute_error: 94.1422
Epoch 688/5000
148/148 [==============================] - 0s 74us/step - loss: 10588.4995 - mean_absolute_error: 67.7027 - val_loss: 16827.6627 - val_mean_absolute_error: 94.0826
Epoch 689/5000
148/148 [==============================] - 0s 74us/step - loss: 10575.9730 - mean_absolute_error: 67.6835 - val_loss: 16813.2764 - val_mean_absolute_error: 94.0411
Epoch 690/5000
148/148 [==============================] - 0s 61us/step - loss: 10563.7005 - mean_absolute_error: 67.6630 - val_loss: 16803.3150 - val_mean_absolute_error: 94.0276
Epoch 691/5000
148/148 [==============================] - 0s 81us/step - loss: 10550.9961 - mean_absolute_error: 67.6368 - val_loss: 16793.6263 - val_mean_absolute_error: 94.0070
Epoch 692/5000
148/148 [==============================] - 0s 74us/step - loss: 10541.5411 - mean_absolute_error: 67.6188 - val_loss: 16787.1658 - val_mean_absolute_error: 94.0051
Epoch 693/5000
148/148 [==============================] - 0s 61us/step - loss: 10531.7046 - mean_absolute_error: 67.6022 - val_loss: 16774.5468 - val_mean_absolute_error: 93.9821
Epoch 694/5000
148/148 [==============================] - 0s 68us/step - loss: 10520.6080 - mean_absolute_error: 67.5930 - val_loss: 16769.2378 - val_mean_absolute_error: 93.9936
Epoch 695/5000
148/148 [==============================] - 0s 74us/step - loss: 10507.8249 - mean_absolute_error: 67.5805 - val_loss: 16761.7123 - val_mean_absolute_error: 93.9883
Epoch 696/5000
148/148 [==============================] - 0s 61us/step - loss: 10497.1236 - mean_absolute_error: 67.5785 - val_loss: 16751.5682 - val_mean_absolute_error: 93.9678
Epoch 697/5000
148/148 [==============================] - 0s 68us/step - loss: 10485.8590 - mean_absolute_error: 67.5696 - val_loss: 16737.9453 - val_mean_absolute_error: 93.9476
Epoch 698/5000
148/148 [==============================] - 0s 74us/step - loss: 10470.3181 - mean_absolute_error: 67.5492 - val_loss: 16720.2023 - val_mean_absolute_error: 93.8965
Epoch 699/5000
148/148 [==============================] - 0s 68us/step - loss: 10458.0427 - mean_absolute_error: 67.5255 - val_loss: 16702.2208 - val_mean_absolute_error: 93.8380
Epoch 700/5000
148/148 [==============================] - 0s 61us/step - loss: 10447.1095 - mean_absolute_error: 67.5051 - val_loss: 16689.3177 - val_mean_absolute_error: 93.8034
Epoch 701/5000
148/148 [==============================] - 0s 68us/step - loss: 10436.2421 - mean_absolute_error: 67.4810 - val_loss: 16674.4846 - val_mean_absolute_error: 93.7590
Epoch 702/5000
148/148 [==============================] - 0s 68us/step - loss: 10426.6543 - mean_absolute_error: 67.4680 - val_loss: 16660.7154 - val_mean_absolute_error: 93.7221
Epoch 703/5000
148/148 [==============================] - 0s 68us/step - loss: 10417.1445 - mean_absolute_error: 67.4468 - val_loss: 16638.8991 - val_mean_absolute_error: 93.6433
Epoch 704/5000
148/148 [==============================] - 0s 74us/step - loss: 10405.5828 - mean_absolute_error: 67.4224 - val_loss: 16612.4092 - val_mean_absolute_error: 93.5500
Epoch 705/5000
148/148 [==============================] - 0s 68us/step - loss: 10393.8022 - mean_absolute_error: 67.4107 - val_loss: 16586.6970 - val_mean_absolute_error: 93.4633
Epoch 706/5000
148/148 [==============================] - 0s 74us/step - loss: 10380.3073 - mean_absolute_error: 67.3877 - val_loss: 16561.3054 - val_mean_absolute_error: 93.3758
Epoch 707/5000
148/148 [==============================] - 0s 74us/step - loss: 10368.6025 - mean_absolute_error: 67.3828 - val_loss: 16534.5038 - val_mean_absolute_error: 93.2892
Epoch 708/5000
148/148 [==============================] - 0s 61us/step - loss: 10357.2233 - mean_absolute_error: 67.3777 - val_loss: 16511.5547 - val_mean_absolute_error: 93.2182
Epoch 709/5000
148/148 [==============================] - 0s 68us/step - loss: 10345.3276 - mean_absolute_error: 67.3632 - val_loss: 16485.8564 - val_mean_absolute_error: 93.1309
Epoch 710/5000
148/148 [==============================] - 0s 74us/step - loss: 10332.1674 - mean_absolute_error: 67.3515 - val_loss: 16453.2437 - val_mean_absolute_error: 92.9995
Epoch 711/5000
148/148 [==============================] - 0s 68us/step - loss: 10320.9892 - mean_absolute_error: 67.3394 - val_loss: 16428.8335 - val_mean_absolute_error: 92.9098
Epoch 712/5000
148/148 [==============================] - 0s 68us/step - loss: 10309.2158 - mean_absolute_error: 67.3276 - val_loss: 16406.4138 - val_mean_absolute_error: 92.8270
Epoch 713/5000
148/148 [==============================] - 0s 68us/step - loss: 10296.6831 - mean_absolute_error: 67.3040 - val_loss: 16374.3892 - val_mean_absolute_error: 92.7025
Epoch 714/5000
148/148 [==============================] - 0s 68us/step - loss: 10281.9538 - mean_absolute_error: 67.2791 - val_loss: 16354.4686 - val_mean_absolute_error: 92.6345
Epoch 715/5000
148/148 [==============================] - 0s 61us/step - loss: 10272.2480 - mean_absolute_error: 67.2707 - val_loss: 16334.1081 - val_mean_absolute_error: 92.5631
Epoch 716/5000
148/148 [==============================] - 0s 68us/step - loss: 10260.7681 - mean_absolute_error: 67.2498 - val_loss: 16313.6200 - val_mean_absolute_error: 92.4932
Epoch 717/5000
148/148 [==============================] - 0s 74us/step - loss: 10249.2801 - mean_absolute_error: 67.2300 - val_loss: 16295.3428 - val_mean_absolute_error: 92.4328
Epoch 718/5000
148/148 [==============================] - 0s 68us/step - loss: 10237.6010 - mean_absolute_error: 67.2136 - val_loss: 16276.4339 - val_mean_absolute_error: 92.3698
Epoch 719/5000
148/148 [==============================] - 0s 74us/step - loss: 10224.8426 - mean_absolute_error: 67.1924 - val_loss: 16253.7842 - val_mean_absolute_error: 92.2801
Epoch 720/5000
148/148 [==============================] - 0s 68us/step - loss: 10214.0379 - mean_absolute_error: 67.1680 - val_loss: 16229.1654 - val_mean_absolute_error: 92.1831
Epoch 721/5000
148/148 [==============================] - 0s 61us/step - loss: 10203.4183 - mean_absolute_error: 67.1548 - val_loss: 16207.3367 - val_mean_absolute_error: 92.1039
Epoch 722/5000
148/148 [==============================] - 0s 74us/step - loss: 10191.1362 - mean_absolute_error: 67.1328 - val_loss: 16185.9051 - val_mean_absolute_error: 92.0222
Epoch 723/5000
148/148 [==============================] - 0s 68us/step - loss: 10179.3216 - mean_absolute_error: 67.1179 - val_loss: 16163.3281 - val_mean_absolute_error: 91.9392
Epoch 724/5000
148/148 [==============================] - 0s 68us/step - loss: 10166.3926 - mean_absolute_error: 67.1066 - val_loss: 16135.6619 - val_mean_absolute_error: 91.8354
Epoch 725/5000
148/148 [==============================] - 0s 68us/step - loss: 10151.8614 - mean_absolute_error: 67.0977 - val_loss: 16101.9037 - val_mean_absolute_error: 91.6919
Epoch 726/5000
148/148 [==============================] - 0s 74us/step - loss: 10136.8339 - mean_absolute_error: 67.0864 - val_loss: 16069.4770 - val_mean_absolute_error: 91.5549
Epoch 727/5000
148/148 [==============================] - 0s 74us/step - loss: 10121.6002 - mean_absolute_error: 67.0586 - val_loss: 16046.9116 - val_mean_absolute_error: 91.4690
Epoch 728/5000
148/148 [==============================] - 0s 61us/step - loss: 10109.5338 - mean_absolute_error: 67.0457 - val_loss: 16026.3904 - val_mean_absolute_error: 91.3966
Epoch 729/5000
148/148 [==============================] - 0s 74us/step - loss: 10098.2244 - mean_absolute_error: 67.0378 - val_loss: 16001.1571 - val_mean_absolute_error: 91.3063
Epoch 730/5000
148/148 [==============================] - 0s 68us/step - loss: 10082.8257 - mean_absolute_error: 67.0244 - val_loss: 15980.1287 - val_mean_absolute_error: 91.2244
Epoch 731/5000
148/148 [==============================] - 0s 74us/step - loss: 10073.3796 - mean_absolute_error: 67.0161 - val_loss: 15959.4728 - val_mean_absolute_error: 91.1440
Epoch 732/5000
148/148 [==============================] - 0s 74us/step - loss: 10062.7681 - mean_absolute_error: 67.0042 - val_loss: 15939.4940 - val_mean_absolute_error: 91.0632
Epoch 733/5000
148/148 [==============================] - 0s 61us/step - loss: 10051.1327 - mean_absolute_error: 66.9843 - val_loss: 15921.1182 - val_mean_absolute_error: 90.9921
Epoch 734/5000
148/148 [==============================] - 0s 74us/step - loss: 10040.8799 - mean_absolute_error: 66.9663 - val_loss: 15904.0734 - val_mean_absolute_error: 90.9342
Epoch 735/5000
148/148 [==============================] - 0s 81us/step - loss: 10029.4228 - mean_absolute_error: 66.9540 - val_loss: 15891.0156 - val_mean_absolute_error: 90.8968
Epoch 736/5000
148/148 [==============================] - 0s 68us/step - loss: 10016.9331 - mean_absolute_error: 66.9279 - val_loss: 15876.6094 - val_mean_absolute_error: 90.8644
Epoch 737/5000
148/148 [==============================] - 0s 68us/step - loss: 10003.6719 - mean_absolute_error: 66.9013 - val_loss: 15861.2753 - val_mean_absolute_error: 90.8146
Epoch 738/5000
148/148 [==============================] - 0s 74us/step - loss: 9991.5378 - mean_absolute_error: 66.8696 - val_loss: 15847.0959 - val_mean_absolute_error: 90.7722
Epoch 739/5000
148/148 [==============================] - 0s 74us/step - loss: 9980.5364 - mean_absolute_error: 66.8418 - val_loss: 15825.9363 - val_mean_absolute_error: 90.6930
Epoch 740/5000
148/148 [==============================] - 0s 68us/step - loss: 9969.4101 - mean_absolute_error: 66.8105 - val_loss: 15802.9228 - val_mean_absolute_error: 90.6097
Epoch 741/5000
148/148 [==============================] - 0s 68us/step - loss: 9955.9156 - mean_absolute_error: 66.7875 - val_loss: 15779.4851 - val_mean_absolute_error: 90.5349
Epoch 742/5000
148/148 [==============================] - 0s 74us/step - loss: 9943.8862 - mean_absolute_error: 66.7674 - val_loss: 15756.0543 - val_mean_absolute_error: 90.4462
Epoch 743/5000
148/148 [==============================] - 0s 74us/step - loss: 9932.3912 - mean_absolute_error: 66.7478 - val_loss: 15738.5715 - val_mean_absolute_error: 90.3831
Epoch 744/5000
148/148 [==============================] - 0s 61us/step - loss: 9920.2738 - mean_absolute_error: 66.7201 - val_loss: 15722.3357 - val_mean_absolute_error: 90.3180
Epoch 745/5000
148/148 [==============================] - 0s 68us/step - loss: 9911.6405 - mean_absolute_error: 66.7008 - val_loss: 15709.1750 - val_mean_absolute_error: 90.2745
Epoch 746/5000
148/148 [==============================] - 0s 68us/step - loss: 9900.9997 - mean_absolute_error: 66.6757 - val_loss: 15694.5545 - val_mean_absolute_error: 90.2225
Epoch 747/5000
148/148 [==============================] - 0s 68us/step - loss: 9891.4139 - mean_absolute_error: 66.6557 - val_loss: 15678.9003 - val_mean_absolute_error: 90.1633
Epoch 748/5000
148/148 [==============================] - 0s 74us/step - loss: 9880.8458 - mean_absolute_error: 66.6296 - val_loss: 15662.6646 - val_mean_absolute_error: 90.1070
Epoch 749/5000
148/148 [==============================] - 0s 68us/step - loss: 9870.6599 - mean_absolute_error: 66.6125 - val_loss: 15646.6879 - val_mean_absolute_error: 90.0527
Epoch 750/5000
148/148 [==============================] - 0s 61us/step - loss: 9857.3242 - mean_absolute_error: 66.5839 - val_loss: 15625.3705 - val_mean_absolute_error: 89.9760
Epoch 751/5000
148/148 [==============================] - 0s 68us/step - loss: 9846.0238 - mean_absolute_error: 66.5578 - val_loss: 15590.5938 - val_mean_absolute_error: 89.8320
Epoch 752/5000
148/148 [==============================] - 0s 74us/step - loss: 9829.2365 - mean_absolute_error: 66.5180 - val_loss: 15562.0920 - val_mean_absolute_error: 89.7100
Epoch 753/5000
148/148 [==============================] - 0s 61us/step - loss: 9817.6293 - mean_absolute_error: 66.4788 - val_loss: 15530.6979 - val_mean_absolute_error: 89.5747
Epoch 754/5000
148/148 [==============================] - 0s 68us/step - loss: 9806.1980 - mean_absolute_error: 66.4584 - val_loss: 15507.1160 - val_mean_absolute_error: 89.4838
Epoch 755/5000
148/148 [==============================] - 0s 68us/step - loss: 9794.1574 - mean_absolute_error: 66.4334 - val_loss: 15482.6308 - val_mean_absolute_error: 89.3863
Epoch 756/5000
148/148 [==============================] - 0s 68us/step - loss: 9782.2509 - mean_absolute_error: 66.4091 - val_loss: 15464.5186 - val_mean_absolute_error: 89.3242
Epoch 757/5000
148/148 [==============================] - 0s 81us/step - loss: 9771.5264 - mean_absolute_error: 66.3861 - val_loss: 15440.1483 - val_mean_absolute_error: 89.2344
Epoch 758/5000
148/148 [==============================] - 0s 81us/step - loss: 9760.3414 - mean_absolute_error: 66.3660 - val_loss: 15425.6739 - val_mean_absolute_error: 89.1908
Epoch 759/5000
148/148 [==============================] - 0s 88us/step - loss: 9748.8829 - mean_absolute_error: 66.3327 - val_loss: 15416.8219 - val_mean_absolute_error: 89.1810
Epoch 760/5000
148/148 [==============================] - 0s 68us/step - loss: 9738.9567 - mean_absolute_error: 66.3102 - val_loss: 15406.0763 - val_mean_absolute_error: 89.1599
Epoch 761/5000
148/148 [==============================] - 0s 68us/step - loss: 9727.6663 - mean_absolute_error: 66.2907 - val_loss: 15388.7622 - val_mean_absolute_error: 89.0942
Epoch 762/5000
148/148 [==============================] - 0s 68us/step - loss: 9715.9948 - mean_absolute_error: 66.2675 - val_loss: 15361.9745 - val_mean_absolute_error: 88.9714
Epoch 763/5000
148/148 [==============================] - 0s 68us/step - loss: 9703.9684 - mean_absolute_error: 66.2473 - val_loss: 15337.4848 - val_mean_absolute_error: 88.8722
Epoch 764/5000
148/148 [==============================] - 0s 68us/step - loss: 9690.3893 - mean_absolute_error: 66.2382 - val_loss: 15310.3150 - val_mean_absolute_error: 88.7676
Epoch 765/5000
148/148 [==============================] - 0s 68us/step - loss: 9679.1018 - mean_absolute_error: 66.2440 - val_loss: 15284.6121 - val_mean_absolute_error: 88.6596
Epoch 766/5000
148/148 [==============================] - 0s 68us/step - loss: 9666.7901 - mean_absolute_error: 66.2439 - val_loss: 15260.7245 - val_mean_absolute_error: 88.5703
Epoch 767/5000
148/148 [==============================] - 0s 61us/step - loss: 9655.1311 - mean_absolute_error: 66.2393 - val_loss: 15239.9998 - val_mean_absolute_error: 88.4897
Epoch 768/5000
148/148 [==============================] - 0s 61us/step - loss: 9643.2601 - mean_absolute_error: 66.2267 - val_loss: 15223.9296 - val_mean_absolute_error: 88.4340
Epoch 769/5000
148/148 [==============================] - 0s 68us/step - loss: 9633.3734 - mean_absolute_error: 66.2120 - val_loss: 15206.3754 - val_mean_absolute_error: 88.3667
Epoch 770/5000
148/148 [==============================] - 0s 68us/step - loss: 9622.0723 - mean_absolute_error: 66.1877 - val_loss: 15186.2993 - val_mean_absolute_error: 88.2842
Epoch 771/5000
148/148 [==============================] - 0s 68us/step - loss: 9611.4794 - mean_absolute_error: 66.1719 - val_loss: 15168.8044 - val_mean_absolute_error: 88.2139
Epoch 772/5000
148/148 [==============================] - 0s 68us/step - loss: 9599.0596 - mean_absolute_error: 66.1392 - val_loss: 15154.4552 - val_mean_absolute_error: 88.1598
Epoch 773/5000
148/148 [==============================] - 0s 74us/step - loss: 9588.4159 - mean_absolute_error: 66.1101 - val_loss: 15137.5683 - val_mean_absolute_error: 88.0958
Epoch 774/5000
148/148 [==============================] - 0s 61us/step - loss: 9576.2957 - mean_absolute_error: 66.0883 - val_loss: 15119.9010 - val_mean_absolute_error: 88.0229
Epoch 775/5000
148/148 [==============================] - 0s 74us/step - loss: 9566.5349 - mean_absolute_error: 66.0675 - val_loss: 15096.5244 - val_mean_absolute_error: 87.9181
Epoch 776/5000
148/148 [==============================] - 0s 74us/step - loss: 9554.0144 - mean_absolute_error: 66.0487 - val_loss: 15067.9146 - val_mean_absolute_error: 87.8048
Epoch 777/5000
148/148 [==============================] - 0s 68us/step - loss: 9541.5396 - mean_absolute_error: 66.0514 - val_loss: 15041.0355 - val_mean_absolute_error: 87.7098
Epoch 778/5000
148/148 [==============================] - 0s 74us/step - loss: 9529.4575 - mean_absolute_error: 66.0608 - val_loss: 15017.7457 - val_mean_absolute_error: 87.6230
Epoch 779/5000
148/148 [==============================] - 0s 74us/step - loss: 9519.1549 - mean_absolute_error: 66.0614 - val_loss: 14988.4693 - val_mean_absolute_error: 87.4970
Epoch 780/5000
148/148 [==============================] - 0s 74us/step - loss: 9506.6374 - mean_absolute_error: 66.0480 - val_loss: 14963.0740 - val_mean_absolute_error: 87.3817
Epoch 781/5000
148/148 [==============================] - 0s 68us/step - loss: 9495.5993 - mean_absolute_error: 66.0281 - val_loss: 14942.9441 - val_mean_absolute_error: 87.2956
Epoch 782/5000
148/148 [==============================] - 0s 68us/step - loss: 9484.7429 - mean_absolute_error: 66.0011 - val_loss: 14926.4029 - val_mean_absolute_error: 87.2280
Epoch 783/5000
148/148 [==============================] - 0s 74us/step - loss: 9475.0244 - mean_absolute_error: 65.9747 - val_loss: 14905.1471 - val_mean_absolute_error: 87.1325
Epoch 784/5000
148/148 [==============================] - 0s 68us/step - loss: 9464.7348 - mean_absolute_error: 65.9425 - val_loss: 14885.6696 - val_mean_absolute_error: 87.0456
Epoch 785/5000
148/148 [==============================] - 0s 61us/step - loss: 9454.0133 - mean_absolute_error: 65.9129 - val_loss: 14872.2153 - val_mean_absolute_error: 86.9980
Epoch 786/5000
148/148 [==============================] - 0s 61us/step - loss: 9443.6321 - mean_absolute_error: 65.8894 - val_loss: 14857.0420 - val_mean_absolute_error: 86.9559
Epoch 787/5000
148/148 [==============================] - 0s 68us/step - loss: 9432.1687 - mean_absolute_error: 65.8530 - val_loss: 14844.0154 - val_mean_absolute_error: 86.9059
Epoch 788/5000
148/148 [==============================] - 0s 68us/step - loss: 9422.0156 - mean_absolute_error: 65.8218 - val_loss: 14829.0462 - val_mean_absolute_error: 86.8512
Epoch 789/5000
148/148 [==============================] - 0s 81us/step - loss: 9409.8358 - mean_absolute_error: 65.7978 - val_loss: 14814.8595 - val_mean_absolute_error: 86.7983
Epoch 790/5000
148/148 [==============================] - 0s 61us/step - loss: 9399.4412 - mean_absolute_error: 65.7722 - val_loss: 14808.6287 - val_mean_absolute_error: 86.7925
Epoch 791/5000
148/148 [==============================] - 0s 68us/step - loss: 9390.6993 - mean_absolute_error: 65.7559 - val_loss: 14800.6760 - val_mean_absolute_error: 86.7848
Epoch 792/5000
148/148 [==============================] - 0s 74us/step - loss: 9381.1194 - mean_absolute_error: 65.7380 - val_loss: 14785.9441 - val_mean_absolute_error: 86.7420
Epoch 793/5000
148/148 [==============================] - 0s 68us/step - loss: 9369.9048 - mean_absolute_error: 65.7300 - val_loss: 14770.0021 - val_mean_absolute_error: 86.6855
Epoch 794/5000
148/148 [==============================] - 0s 68us/step - loss: 9359.4842 - mean_absolute_error: 65.7134 - val_loss: 14751.2519 - val_mean_absolute_error: 86.6043
Epoch 795/5000
148/148 [==============================] - 0s 68us/step - loss: 9349.6291 - mean_absolute_error: 65.7051 - val_loss: 14727.7245 - val_mean_absolute_error: 86.5024
Epoch 796/5000
148/148 [==============================] - 0s 68us/step - loss: 9338.9432 - mean_absolute_error: 65.6898 - val_loss: 14707.2261 - val_mean_absolute_error: 86.4119
Epoch 797/5000
148/148 [==============================] - 0s 61us/step - loss: 9330.1662 - mean_absolute_error: 65.6708 - val_loss: 14689.9792 - val_mean_absolute_error: 86.3459
Epoch 798/5000
148/148 [==============================] - 0s 74us/step - loss: 9317.2238 - mean_absolute_error: 65.6446 - val_loss: 14666.9216 - val_mean_absolute_error: 86.2485
Epoch 799/5000
148/148 [==============================] - 0s 68us/step - loss: 9305.3063 - mean_absolute_error: 65.6234 - val_loss: 14647.6219 - val_mean_absolute_error: 86.1854
Epoch 800/5000
148/148 [==============================] - 0s 74us/step - loss: 9290.0155 - mean_absolute_error: 65.5915 - val_loss: 14624.5548 - val_mean_absolute_error: 86.1055
Epoch 801/5000
148/148 [==============================] - 0s 68us/step - loss: 9276.3003 - mean_absolute_error: 65.5732 - val_loss: 14590.6980 - val_mean_absolute_error: 85.9603
Epoch 802/5000
148/148 [==============================] - 0s 68us/step - loss: 9259.3420 - mean_absolute_error: 65.5330 - val_loss: 14568.6676 - val_mean_absolute_error: 85.8744
Epoch 803/5000
148/148 [==============================] - 0s 68us/step - loss: 9245.4657 - mean_absolute_error: 65.4950 - val_loss: 14544.1069 - val_mean_absolute_error: 85.7611
Epoch 804/5000
148/148 [==============================] - 0s 68us/step - loss: 9234.0007 - mean_absolute_error: 65.4537 - val_loss: 14526.4479 - val_mean_absolute_error: 85.6831
Epoch 805/5000
148/148 [==============================] - 0s 68us/step - loss: 9221.7334 - mean_absolute_error: 65.4149 - val_loss: 14512.8845 - val_mean_absolute_error: 85.6269
Epoch 806/5000
148/148 [==============================] - 0s 68us/step - loss: 9212.0614 - mean_absolute_error: 65.3850 - val_loss: 14493.6712 - val_mean_absolute_error: 85.5435
Epoch 807/5000
148/148 [==============================] - 0s 68us/step - loss: 9201.2988 - mean_absolute_error: 65.3637 - val_loss: 14480.5668 - val_mean_absolute_error: 85.5023
Epoch 808/5000
148/148 [==============================] - 0s 68us/step - loss: 9189.1284 - mean_absolute_error: 65.3414 - val_loss: 14466.0657 - val_mean_absolute_error: 85.4484
Epoch 809/5000
148/148 [==============================] - 0s 74us/step - loss: 9178.1157 - mean_absolute_error: 65.3169 - val_loss: 14440.6962 - val_mean_absolute_error: 85.3392
Epoch 810/5000
148/148 [==============================] - 0s 68us/step - loss: 9163.9079 - mean_absolute_error: 65.2893 - val_loss: 14423.7660 - val_mean_absolute_error: 85.2727
Epoch 811/5000
148/148 [==============================] - 0s 74us/step - loss: 9153.4495 - mean_absolute_error: 65.2696 - val_loss: 14412.1243 - val_mean_absolute_error: 85.2290
Epoch 812/5000
148/148 [==============================] - 0s 61us/step - loss: 9142.1606 - mean_absolute_error: 65.2506 - val_loss: 14393.7220 - val_mean_absolute_error: 85.1570
Epoch 813/5000
148/148 [==============================] - 0s 74us/step - loss: 9129.2266 - mean_absolute_error: 65.2301 - val_loss: 14375.0544 - val_mean_absolute_error: 85.0785
Epoch 814/5000
148/148 [==============================] - 0s 68us/step - loss: 9119.5425 - mean_absolute_error: 65.2190 - val_loss: 14355.8387 - val_mean_absolute_error: 84.9958
Epoch 815/5000
148/148 [==============================] - 0s 61us/step - loss: 9108.2528 - mean_absolute_error: 65.1925 - val_loss: 14339.5939 - val_mean_absolute_error: 84.9293
Epoch 816/5000
148/148 [==============================] - 0s 74us/step - loss: 9099.1040 - mean_absolute_error: 65.1736 - val_loss: 14321.8559 - val_mean_absolute_error: 84.8517
Epoch 817/5000
148/148 [==============================] - 0s 68us/step - loss: 9086.5559 - mean_absolute_error: 65.1359 - val_loss: 14307.3235 - val_mean_absolute_error: 84.7871
Epoch 818/5000
148/148 [==============================] - 0s 61us/step - loss: 9076.6477 - mean_absolute_error: 65.0953 - val_loss: 14293.0522 - val_mean_absolute_error: 84.7245
Epoch 819/5000
148/148 [==============================] - 0s 74us/step - loss: 9066.1569 - mean_absolute_error: 65.0641 - val_loss: 14278.1737 - val_mean_absolute_error: 84.6686
Epoch 820/5000
148/148 [==============================] - 0s 68us/step - loss: 9055.5531 - mean_absolute_error: 65.0431 - val_loss: 14261.8721 - val_mean_absolute_error: 84.6092
Epoch 821/5000
148/148 [==============================] - 0s 68us/step - loss: 9043.7567 - mean_absolute_error: 65.0170 - val_loss: 14245.6610 - val_mean_absolute_error: 84.5533
Epoch 822/5000
148/148 [==============================] - 0s 68us/step - loss: 9032.5014 - mean_absolute_error: 64.9905 - val_loss: 14231.8848 - val_mean_absolute_error: 84.5097
Epoch 823/5000
148/148 [==============================] - 0s 74us/step - loss: 9021.8791 - mean_absolute_error: 64.9656 - val_loss: 14221.2141 - val_mean_absolute_error: 84.4843
Epoch 824/5000
148/148 [==============================] - 0s 74us/step - loss: 9011.3064 - mean_absolute_error: 64.9383 - val_loss: 14211.7431 - val_mean_absolute_error: 84.4573
Epoch 825/5000
148/148 [==============================] - 0s 68us/step - loss: 9003.5665 - mean_absolute_error: 64.9229 - val_loss: 14203.0978 - val_mean_absolute_error: 84.4397
Epoch 826/5000
148/148 [==============================] - 0s 81us/step - loss: 8992.3160 - mean_absolute_error: 64.8978 - val_loss: 14190.2785 - val_mean_absolute_error: 84.4048
Epoch 827/5000
148/148 [==============================] - 0s 74us/step - loss: 8984.0657 - mean_absolute_error: 64.8872 - val_loss: 14177.1553 - val_mean_absolute_error: 84.3658
Epoch 828/5000
148/148 [==============================] - 0s 61us/step - loss: 8973.2765 - mean_absolute_error: 64.8639 - val_loss: 14156.9926 - val_mean_absolute_error: 84.2871
Epoch 829/5000
148/148 [==============================] - 0s 61us/step - loss: 8959.7535 - mean_absolute_error: 64.8339 - val_loss: 14135.3249 - val_mean_absolute_error: 84.2070
Epoch 830/5000
148/148 [==============================] - 0s 74us/step - loss: 8949.7024 - mean_absolute_error: 64.8338 - val_loss: 14114.7774 - val_mean_absolute_error: 84.1468
Epoch 831/5000
148/148 [==============================] - 0s 61us/step - loss: 8936.6264 - mean_absolute_error: 64.8242 - val_loss: 14102.8655 - val_mean_absolute_error: 84.1161
Epoch 832/5000
148/148 [==============================] - 0s 68us/step - loss: 8925.8003 - mean_absolute_error: 64.8236 - val_loss: 14093.7370 - val_mean_absolute_error: 84.1064
Epoch 833/5000
148/148 [==============================] - 0s 74us/step - loss: 8915.7525 - mean_absolute_error: 64.8284 - val_loss: 14081.3008 - val_mean_absolute_error: 84.0691
Epoch 834/5000
148/148 [==============================] - 0s 68us/step - loss: 8901.9481 - mean_absolute_error: 64.8018 - val_loss: 14070.4133 - val_mean_absolute_error: 84.0243
Epoch 835/5000
148/148 [==============================] - 0s 68us/step - loss: 8894.1525 - mean_absolute_error: 64.7719 - val_loss: 14064.3657 - val_mean_absolute_error: 83.9934
Epoch 836/5000
148/148 [==============================] - 0s 68us/step - loss: 8883.1848 - mean_absolute_error: 64.7308 - val_loss: 14051.9672 - val_mean_absolute_error: 83.9307
Epoch 837/5000
148/148 [==============================] - 0s 68us/step - loss: 8875.0145 - mean_absolute_error: 64.6965 - val_loss: 14036.5003 - val_mean_absolute_error: 83.8516
Epoch 838/5000
148/148 [==============================] - 0s 61us/step - loss: 8864.9096 - mean_absolute_error: 64.6602 - val_loss: 14020.7931 - val_mean_absolute_error: 83.7748
Epoch 839/5000
148/148 [==============================] - 0s 68us/step - loss: 8856.1875 - mean_absolute_error: 64.6377 - val_loss: 14006.2106 - val_mean_absolute_error: 83.7134
Epoch 840/5000
148/148 [==============================] - 0s 61us/step - loss: 8846.5578 - mean_absolute_error: 64.6183 - val_loss: 13989.8116 - val_mean_absolute_error: 83.6434
Epoch 841/5000
148/148 [==============================] - 0s 68us/step - loss: 8837.5590 - mean_absolute_error: 64.6034 - val_loss: 13975.6604 - val_mean_absolute_error: 83.5878
Epoch 842/5000
148/148 [==============================] - 0s 74us/step - loss: 8828.8906 - mean_absolute_error: 64.5842 - val_loss: 13964.4085 - val_mean_absolute_error: 83.5470
Epoch 843/5000
148/148 [==============================] - 0s 68us/step - loss: 8817.3858 - mean_absolute_error: 64.5536 - val_loss: 13950.2575 - val_mean_absolute_error: 83.4854
Epoch 844/5000
148/148 [==============================] - 0s 74us/step - loss: 8808.2536 - mean_absolute_error: 64.5260 - val_loss: 13932.9226 - val_mean_absolute_error: 83.4019
Epoch 845/5000
148/148 [==============================] - 0s 68us/step - loss: 8799.8858 - mean_absolute_error: 64.5075 - val_loss: 13922.9512 - val_mean_absolute_error: 83.3679
Epoch 846/5000
148/148 [==============================] - 0s 68us/step - loss: 8790.4910 - mean_absolute_error: 64.4844 - val_loss: 13909.1240 - val_mean_absolute_error: 83.3122
Epoch 847/5000
148/148 [==============================] - 0s 68us/step - loss: 8778.7169 - mean_absolute_error: 64.4509 - val_loss: 13895.8493 - val_mean_absolute_error: 83.2569
Epoch 848/5000
148/148 [==============================] - 0s 74us/step - loss: 8767.2366 - mean_absolute_error: 64.4193 - val_loss: 13880.9230 - val_mean_absolute_error: 83.1869
Epoch 849/5000
148/148 [==============================] - 0s 74us/step - loss: 8757.5972 - mean_absolute_error: 64.4016 - val_loss: 13865.6070 - val_mean_absolute_error: 83.1197
Epoch 850/5000
148/148 [==============================] - 0s 68us/step - loss: 8746.9461 - mean_absolute_error: 64.3888 - val_loss: 13863.2632 - val_mean_absolute_error: 83.1259
Epoch 851/5000
148/148 [==============================] - 0s 74us/step - loss: 8737.0417 - mean_absolute_error: 64.3756 - val_loss: 13858.9692 - val_mean_absolute_error: 83.1191
Epoch 852/5000
148/148 [==============================] - 0s 68us/step - loss: 8729.1579 - mean_absolute_error: 64.3686 - val_loss: 13856.1188 - val_mean_absolute_error: 83.1208
Epoch 853/5000
148/148 [==============================] - 0s 61us/step - loss: 8720.0159 - mean_absolute_error: 64.3566 - val_loss: 13848.4079 - val_mean_absolute_error: 83.0947
Epoch 854/5000
148/148 [==============================] - 0s 74us/step - loss: 8709.7554 - mean_absolute_error: 64.3435 - val_loss: 13831.7954 - val_mean_absolute_error: 83.0224
Epoch 855/5000
148/148 [==============================] - 0s 74us/step - loss: 8697.8966 - mean_absolute_error: 64.3200 - val_loss: 13811.8897 - val_mean_absolute_error: 82.9334
Epoch 856/5000
148/148 [==============================] - 0s 68us/step - loss: 8685.9049 - mean_absolute_error: 64.2931 - val_loss: 13796.1990 - val_mean_absolute_error: 82.8729
Epoch 857/5000
148/148 [==============================] - 0s 68us/step - loss: 8674.7371 - mean_absolute_error: 64.2650 - val_loss: 13785.0056 - val_mean_absolute_error: 82.8331
Epoch 858/5000
148/148 [==============================] - 0s 68us/step - loss: 8665.2540 - mean_absolute_error: 64.2381 - val_loss: 13773.4743 - val_mean_absolute_error: 82.7880
Epoch 859/5000
148/148 [==============================] - 0s 74us/step - loss: 8654.7886 - mean_absolute_error: 64.2255 - val_loss: 13759.3914 - val_mean_absolute_error: 82.7443
Epoch 860/5000
148/148 [==============================] - 0s 68us/step - loss: 8645.0089 - mean_absolute_error: 64.2381 - val_loss: 13745.8952 - val_mean_absolute_error: 82.6980
Epoch 861/5000
148/148 [==============================] - 0s 74us/step - loss: 8635.9224 - mean_absolute_error: 64.2336 - val_loss: 13737.9357 - val_mean_absolute_error: 82.6884
Epoch 862/5000
148/148 [==============================] - 0s 68us/step - loss: 8625.6821 - mean_absolute_error: 64.2190 - val_loss: 13723.7327 - val_mean_absolute_error: 82.6579
Epoch 863/5000
148/148 [==============================] - 0s 68us/step - loss: 8615.5784 - mean_absolute_error: 64.2035 - val_loss: 13707.4043 - val_mean_absolute_error: 82.6122
Epoch 864/5000
148/148 [==============================] - 0s 68us/step - loss: 8602.1590 - mean_absolute_error: 64.1862 - val_loss: 13692.4180 - val_mean_absolute_error: 82.5620
Epoch 865/5000
148/148 [==============================] - 0s 68us/step - loss: 8593.5870 - mean_absolute_error: 64.1719 - val_loss: 13678.4155 - val_mean_absolute_error: 82.5159
Epoch 866/5000
148/148 [==============================] - 0s 74us/step - loss: 8584.7255 - mean_absolute_error: 64.1618 - val_loss: 13667.1353 - val_mean_absolute_error: 82.4931
Epoch 867/5000
148/148 [==============================] - 0s 74us/step - loss: 8574.0610 - mean_absolute_error: 64.1433 - val_loss: 13655.3134 - val_mean_absolute_error: 82.4502
Epoch 868/5000
148/148 [==============================] - 0s 68us/step - loss: 8562.3698 - mean_absolute_error: 64.1201 - val_loss: 13643.4474 - val_mean_absolute_error: 82.4004
Epoch 869/5000
148/148 [==============================] - 0s 68us/step - loss: 8553.1083 - mean_absolute_error: 64.0996 - val_loss: 13633.6449 - val_mean_absolute_error: 82.3643
Epoch 870/5000
148/148 [==============================] - 0s 74us/step - loss: 8545.8692 - mean_absolute_error: 64.1026 - val_loss: 13620.7511 - val_mean_absolute_error: 82.3266
Epoch 871/5000
148/148 [==============================] - 0s 74us/step - loss: 8536.6605 - mean_absolute_error: 64.1012 - val_loss: 13606.1510 - val_mean_absolute_error: 82.2700
Epoch 872/5000
148/148 [==============================] - 0s 61us/step - loss: 8526.3628 - mean_absolute_error: 64.0790 - val_loss: 13588.1057 - val_mean_absolute_error: 82.1888
Epoch 873/5000
148/148 [==============================] - 0s 61us/step - loss: 8515.0837 - mean_absolute_error: 64.0413 - val_loss: 13570.8608 - val_mean_absolute_error: 82.1083
Epoch 874/5000
148/148 [==============================] - 0s 88us/step - loss: 8506.6848 - mean_absolute_error: 64.0090 - val_loss: 13554.4022 - val_mean_absolute_error: 82.0342
Epoch 875/5000
148/148 [==============================] - 0s 68us/step - loss: 8497.3851 - mean_absolute_error: 63.9802 - val_loss: 13541.9330 - val_mean_absolute_error: 81.9817
Epoch 876/5000
148/148 [==============================] - 0s 61us/step - loss: 8487.5241 - mean_absolute_error: 63.9466 - val_loss: 13524.6503 - val_mean_absolute_error: 81.8888
Epoch 877/5000
148/148 [==============================] - 0s 74us/step - loss: 8478.2948 - mean_absolute_error: 63.9009 - val_loss: 13509.1030 - val_mean_absolute_error: 81.8099
Epoch 878/5000
148/148 [==============================] - 0s 68us/step - loss: 8468.1350 - mean_absolute_error: 63.8653 - val_loss: 13492.1273 - val_mean_absolute_error: 81.7170
Epoch 879/5000
148/148 [==============================] - 0s 68us/step - loss: 8458.3985 - mean_absolute_error: 63.8223 - val_loss: 13474.3154 - val_mean_absolute_error: 81.6277
Epoch 880/5000
148/148 [==============================] - 0s 68us/step - loss: 8446.7108 - mean_absolute_error: 63.7775 - val_loss: 13463.6689 - val_mean_absolute_error: 81.5888
Epoch 881/5000
148/148 [==============================] - 0s 68us/step - loss: 8436.9981 - mean_absolute_error: 63.7575 - val_loss: 13445.2109 - val_mean_absolute_error: 81.5104
Epoch 882/5000
148/148 [==============================] - 0s 61us/step - loss: 8424.2210 - mean_absolute_error: 63.7280 - val_loss: 13426.5722 - val_mean_absolute_error: 81.4264
Epoch 883/5000
148/148 [==============================] - 0s 101us/step - loss: 8414.8440 - mean_absolute_error: 63.7100 - val_loss: 13403.5508 - val_mean_absolute_error: 81.3067
Epoch 884/5000
148/148 [==============================] - 0s 88us/step - loss: 8402.8661 - mean_absolute_error: 63.6753 - val_loss: 13382.7343 - val_mean_absolute_error: 81.1997
Epoch 885/5000
148/148 [==============================] - 0s 88us/step - loss: 8393.8669 - mean_absolute_error: 63.6509 - val_loss: 13361.2435 - val_mean_absolute_error: 81.0906
Epoch 886/5000
148/148 [==============================] - 0s 74us/step - loss: 8382.3057 - mean_absolute_error: 63.6148 - val_loss: 13345.5857 - val_mean_absolute_error: 81.0138
Epoch 887/5000
148/148 [==============================] - 0s 68us/step - loss: 8372.3716 - mean_absolute_error: 63.5719 - val_loss: 13338.3603 - val_mean_absolute_error: 80.9845
Epoch 888/5000
148/148 [==============================] - 0s 74us/step - loss: 8364.2144 - mean_absolute_error: 63.5191 - val_loss: 13326.1679 - val_mean_absolute_error: 80.9236
Epoch 889/5000
148/148 [==============================] - 0s 68us/step - loss: 8354.3553 - mean_absolute_error: 63.4851 - val_loss: 13308.1704 - val_mean_absolute_error: 80.8477
Epoch 890/5000
148/148 [==============================] - 0s 68us/step - loss: 8344.9784 - mean_absolute_error: 63.4651 - val_loss: 13289.7875 - val_mean_absolute_error: 80.7643
Epoch 891/5000
148/148 [==============================] - 0s 61us/step - loss: 8334.1417 - mean_absolute_error: 63.4284 - val_loss: 13272.6031 - val_mean_absolute_error: 80.6843
Epoch 892/5000
148/148 [==============================] - 0s 68us/step - loss: 8324.7832 - mean_absolute_error: 63.4212 - val_loss: 13243.8915 - val_mean_absolute_error: 80.5530
Epoch 893/5000
148/148 [==============================] - 0s 68us/step - loss: 8313.6214 - mean_absolute_error: 63.4077 - val_loss: 13222.5693 - val_mean_absolute_error: 80.4533
Epoch 894/5000
148/148 [==============================] - 0s 74us/step - loss: 8302.5181 - mean_absolute_error: 63.3823 - val_loss: 13206.4968 - val_mean_absolute_error: 80.3824
Epoch 895/5000
148/148 [==============================] - 0s 68us/step - loss: 8292.4303 - mean_absolute_error: 63.3625 - val_loss: 13191.8126 - val_mean_absolute_error: 80.3203
Epoch 896/5000
148/148 [==============================] - 0s 68us/step - loss: 8282.8227 - mean_absolute_error: 63.3475 - val_loss: 13176.3560 - val_mean_absolute_error: 80.2521
Epoch 897/5000
148/148 [==============================] - 0s 74us/step - loss: 8272.4935 - mean_absolute_error: 63.3336 - val_loss: 13154.8014 - val_mean_absolute_error: 80.1635
Epoch 898/5000
148/148 [==============================] - 0s 68us/step - loss: 8257.6532 - mean_absolute_error: 63.3216 - val_loss: 13132.3466 - val_mean_absolute_error: 80.0711
Epoch 899/5000
148/148 [==============================] - 0s 68us/step - loss: 8246.7738 - mean_absolute_error: 63.3199 - val_loss: 13114.7447 - val_mean_absolute_error: 80.0024
Epoch 900/5000
148/148 [==============================] - 0s 61us/step - loss: 8235.1848 - mean_absolute_error: 63.2937 - val_loss: 13097.4339 - val_mean_absolute_error: 79.9246
Epoch 901/5000
148/148 [==============================] - 0s 68us/step - loss: 8224.2440 - mean_absolute_error: 63.2679 - val_loss: 13076.5401 - val_mean_absolute_error: 79.8197
Epoch 902/5000
148/148 [==============================] - 0s 68us/step - loss: 8215.6312 - mean_absolute_error: 63.2421 - val_loss: 13055.9259 - val_mean_absolute_error: 79.7213
Epoch 903/5000
148/148 [==============================] - 0s 68us/step - loss: 8204.8081 - mean_absolute_error: 63.2132 - val_loss: 13041.1525 - val_mean_absolute_error: 79.6572
Epoch 904/5000
148/148 [==============================] - 0s 61us/step - loss: 8195.5263 - mean_absolute_error: 63.1958 - val_loss: 13022.3743 - val_mean_absolute_error: 79.5804
Epoch 905/5000
148/148 [==============================] - 0s 74us/step - loss: 8185.3238 - mean_absolute_error: 63.1865 - val_loss: 13009.5505 - val_mean_absolute_error: 79.5335
Epoch 906/5000
148/148 [==============================] - 0s 68us/step - loss: 8176.0168 - mean_absolute_error: 63.1797 - val_loss: 12996.9267 - val_mean_absolute_error: 79.4892
Epoch 907/5000
148/148 [==============================] - 0s 68us/step - loss: 8166.9423 - mean_absolute_error: 63.1703 - val_loss: 12987.7774 - val_mean_absolute_error: 79.4742
Epoch 908/5000
148/148 [==============================] - 0s 74us/step - loss: 8156.7805 - mean_absolute_error: 63.1454 - val_loss: 12979.3888 - val_mean_absolute_error: 79.4540
Epoch 909/5000
148/148 [==============================] - 0s 61us/step - loss: 8146.6934 - mean_absolute_error: 63.1112 - val_loss: 12969.0220 - val_mean_absolute_error: 79.4213
Epoch 910/5000
148/148 [==============================] - 0s 68us/step - loss: 8134.9605 - mean_absolute_error: 63.0859 - val_loss: 12951.9832 - val_mean_absolute_error: 79.3568
Epoch 911/5000
148/148 [==============================] - 0s 68us/step - loss: 8122.6837 - mean_absolute_error: 63.0663 - val_loss: 12937.6080 - val_mean_absolute_error: 79.3270
Epoch 912/5000
148/148 [==============================] - 0s 68us/step - loss: 8107.8048 - mean_absolute_error: 63.0463 - val_loss: 12920.7383 - val_mean_absolute_error: 79.2774
Epoch 913/5000
148/148 [==============================] - 0s 68us/step - loss: 8095.4612 - mean_absolute_error: 63.0412 - val_loss: 12903.8131 - val_mean_absolute_error: 79.2248
Epoch 914/5000
148/148 [==============================] - 0s 81us/step - loss: 8083.7180 - mean_absolute_error: 63.0309 - val_loss: 12890.8579 - val_mean_absolute_error: 79.1842
Epoch 915/5000
148/148 [==============================] - 0s 74us/step - loss: 8072.3897 - mean_absolute_error: 63.0098 - val_loss: 12880.5126 - val_mean_absolute_error: 79.1586
Epoch 916/5000
148/148 [==============================] - 0s 61us/step - loss: 8063.0335 - mean_absolute_error: 62.9883 - val_loss: 12869.8317 - val_mean_absolute_error: 79.1290
Epoch 917/5000
148/148 [==============================] - 0s 81us/step - loss: 8052.4374 - mean_absolute_error: 62.9649 - val_loss: 12851.7868 - val_mean_absolute_error: 79.0480
Epoch 918/5000
148/148 [==============================] - 0s 68us/step - loss: 8038.2184 - mean_absolute_error: 62.9295 - val_loss: 12833.4876 - val_mean_absolute_error: 78.9621
Epoch 919/5000
148/148 [==============================] - 0s 74us/step - loss: 8028.1290 - mean_absolute_error: 62.9028 - val_loss: 12811.5605 - val_mean_absolute_error: 78.8518
Epoch 920/5000
148/148 [==============================] - 0s 74us/step - loss: 8016.7444 - mean_absolute_error: 62.8613 - val_loss: 12788.0848 - val_mean_absolute_error: 78.7512
Epoch 921/5000
148/148 [==============================] - 0s 61us/step - loss: 8006.7676 - mean_absolute_error: 62.8471 - val_loss: 12764.5786 - val_mean_absolute_error: 78.6546
Epoch 922/5000
148/148 [==============================] - 0s 74us/step - loss: 7996.9093 - mean_absolute_error: 62.8246 - val_loss: 12739.1990 - val_mean_absolute_error: 78.5321
Epoch 923/5000
148/148 [==============================] - 0s 74us/step - loss: 7987.3465 - mean_absolute_error: 62.7935 - val_loss: 12719.6317 - val_mean_absolute_error: 78.4278
Epoch 924/5000
148/148 [==============================] - 0s 68us/step - loss: 7975.4156 - mean_absolute_error: 62.7287 - val_loss: 12708.7863 - val_mean_absolute_error: 78.3752
Epoch 925/5000
148/148 [==============================] - 0s 68us/step - loss: 7967.2527 - mean_absolute_error: 62.6857 - val_loss: 12700.5786 - val_mean_absolute_error: 78.3437
Epoch 926/5000
148/148 [==============================] - 0s 74us/step - loss: 7957.9128 - mean_absolute_error: 62.6431 - val_loss: 12690.9492 - val_mean_absolute_error: 78.2931
Epoch 927/5000
148/148 [==============================] - 0s 61us/step - loss: 7949.8299 - mean_absolute_error: 62.5995 - val_loss: 12670.7796 - val_mean_absolute_error: 78.1787
Epoch 928/5000
148/148 [==============================] - 0s 68us/step - loss: 7933.2060 - mean_absolute_error: 62.5443 - val_loss: 12643.9392 - val_mean_absolute_error: 78.0383
Epoch 929/5000
148/148 [==============================] - 0s 74us/step - loss: 7918.0451 - mean_absolute_error: 62.5064 - val_loss: 12618.5841 - val_mean_absolute_error: 77.9284
Epoch 930/5000
148/148 [==============================] - 0s 68us/step - loss: 7904.1809 - mean_absolute_error: 62.4706 - val_loss: 12598.2732 - val_mean_absolute_error: 77.8463
Epoch 931/5000
148/148 [==============================] - 0s 74us/step - loss: 7888.4874 - mean_absolute_error: 62.4385 - val_loss: 12573.5865 - val_mean_absolute_error: 77.7399
Epoch 932/5000
148/148 [==============================] - 0s 74us/step - loss: 7874.2322 - mean_absolute_error: 62.4192 - val_loss: 12548.4907 - val_mean_absolute_error: 77.6273
Epoch 933/5000
148/148 [==============================] - 0s 74us/step - loss: 7862.5291 - mean_absolute_error: 62.3974 - val_loss: 12522.7866 - val_mean_absolute_error: 77.4959
Epoch 934/5000
148/148 [==============================] - 0s 88us/step - loss: 7847.5358 - mean_absolute_error: 62.3449 - val_loss: 12500.5338 - val_mean_absolute_error: 77.3943
Epoch 935/5000
148/148 [==============================] - 0s 68us/step - loss: 7834.7139 - mean_absolute_error: 62.3029 - val_loss: 12478.5716 - val_mean_absolute_error: 77.2824
Epoch 936/5000
148/148 [==============================] - 0s 68us/step - loss: 7823.0799 - mean_absolute_error: 62.2569 - val_loss: 12462.4563 - val_mean_absolute_error: 77.2045
Epoch 937/5000
148/148 [==============================] - 0s 81us/step - loss: 7813.7856 - mean_absolute_error: 62.2131 - val_loss: 12446.1736 - val_mean_absolute_error: 77.1238
Epoch 938/5000
148/148 [==============================] - 0s 61us/step - loss: 7804.9576 - mean_absolute_error: 62.1942 - val_loss: 12431.1821 - val_mean_absolute_error: 77.0739
Epoch 939/5000
148/148 [==============================] - 0s 81us/step - loss: 7794.7285 - mean_absolute_error: 62.1877 - val_loss: 12418.5699 - val_mean_absolute_error: 77.0276
Epoch 940/5000
148/148 [==============================] - 0s 74us/step - loss: 7787.2536 - mean_absolute_error: 62.1863 - val_loss: 12406.1968 - val_mean_absolute_error: 76.9857
Epoch 941/5000
148/148 [==============================] - 0s 74us/step - loss: 7777.9008 - mean_absolute_error: 62.1752 - val_loss: 12394.5635 - val_mean_absolute_error: 76.9362
Epoch 942/5000
148/148 [==============================] - 0s 68us/step - loss: 7769.6463 - mean_absolute_error: 62.1695 - val_loss: 12384.0456 - val_mean_absolute_error: 76.8845
Epoch 943/5000
148/148 [==============================] - 0s 74us/step - loss: 7760.5416 - mean_absolute_error: 62.1462 - val_loss: 12367.3701 - val_mean_absolute_error: 76.7952
Epoch 944/5000
148/148 [==============================] - 0s 68us/step - loss: 7750.1764 - mean_absolute_error: 62.1137 - val_loss: 12350.5363 - val_mean_absolute_error: 76.7083
Epoch 945/5000
148/148 [==============================] - 0s 68us/step - loss: 7741.8597 - mean_absolute_error: 62.0889 - val_loss: 12323.0722 - val_mean_absolute_error: 76.5566
Epoch 946/5000
148/148 [==============================] - 0s 68us/step - loss: 7727.2483 - mean_absolute_error: 62.0472 - val_loss: 12304.9780 - val_mean_absolute_error: 76.4707
Epoch 947/5000
148/148 [==============================] - 0s 68us/step - loss: 7715.2922 - mean_absolute_error: 62.0073 - val_loss: 12293.8784 - val_mean_absolute_error: 76.4222
Epoch 948/5000
148/148 [==============================] - 0s 68us/step - loss: 7705.7839 - mean_absolute_error: 61.9759 - val_loss: 12283.4076 - val_mean_absolute_error: 76.3764
Epoch 949/5000
148/148 [==============================] - 0s 68us/step - loss: 7697.9038 - mean_absolute_error: 61.9465 - val_loss: 12271.6517 - val_mean_absolute_error: 76.3236
Epoch 950/5000
148/148 [==============================] - 0s 68us/step - loss: 7684.0216 - mean_absolute_error: 61.9154 - val_loss: 12245.9939 - val_mean_absolute_error: 76.2090
Epoch 951/5000
148/148 [==============================] - 0s 68us/step - loss: 7672.1413 - mean_absolute_error: 61.9120 - val_loss: 12221.4215 - val_mean_absolute_error: 76.1009
Epoch 952/5000
148/148 [==============================] - 0s 68us/step - loss: 7657.3022 - mean_absolute_error: 61.8781 - val_loss: 12205.0216 - val_mean_absolute_error: 76.0251
Epoch 953/5000
148/148 [==============================] - 0s 68us/step - loss: 7645.3518 - mean_absolute_error: 61.8528 - val_loss: 12188.9860 - val_mean_absolute_error: 75.9580
Epoch 954/5000
148/148 [==============================] - 0s 61us/step - loss: 7633.5581 - mean_absolute_error: 61.8331 - val_loss: 12179.1640 - val_mean_absolute_error: 75.9273
Epoch 955/5000
148/148 [==============================] - 0s 74us/step - loss: 7623.6861 - mean_absolute_error: 61.8110 - val_loss: 12168.1354 - val_mean_absolute_error: 75.8823
Epoch 956/5000
148/148 [==============================] - 0s 74us/step - loss: 7614.3719 - mean_absolute_error: 61.7706 - val_loss: 12158.4519 - val_mean_absolute_error: 75.8372
Epoch 957/5000
148/148 [==============================] - 0s 61us/step - loss: 7606.1233 - mean_absolute_error: 61.7524 - val_loss: 12144.3510 - val_mean_absolute_error: 75.7851
Epoch 958/5000
148/148 [==============================] - 0s 81us/step - loss: 7597.6148 - mean_absolute_error: 61.7421 - val_loss: 12135.7617 - val_mean_absolute_error: 75.7492
Epoch 959/5000
148/148 [==============================] - 0s 68us/step - loss: 7589.6628 - mean_absolute_error: 61.7136 - val_loss: 12126.9527 - val_mean_absolute_error: 75.7025
Epoch 960/5000
148/148 [==============================] - 0s 61us/step - loss: 7583.3657 - mean_absolute_error: 61.6802 - val_loss: 12117.4077 - val_mean_absolute_error: 75.6441
Epoch 961/5000
148/148 [==============================] - 0s 81us/step - loss: 7575.8122 - mean_absolute_error: 61.6426 - val_loss: 12109.4100 - val_mean_absolute_error: 75.5989
Epoch 962/5000
148/148 [==============================] - 0s 74us/step - loss: 7568.4800 - mean_absolute_error: 61.6104 - val_loss: 12100.6713 - val_mean_absolute_error: 75.5669
Epoch 963/5000
148/148 [==============================] - 0s 74us/step - loss: 7559.9361 - mean_absolute_error: 61.5788 - val_loss: 12093.2382 - val_mean_absolute_error: 75.5291
Epoch 964/5000
148/148 [==============================] - 0s 68us/step - loss: 7551.6950 - mean_absolute_error: 61.5427 - val_loss: 12083.1256 - val_mean_absolute_error: 75.4775
Epoch 965/5000
148/148 [==============================] - 0s 74us/step - loss: 7542.0683 - mean_absolute_error: 61.4994 - val_loss: 12069.7777 - val_mean_absolute_error: 75.4001
Epoch 966/5000
148/148 [==============================] - 0s 74us/step - loss: 7534.0886 - mean_absolute_error: 61.4683 - val_loss: 12062.1675 - val_mean_absolute_error: 75.3639
Epoch 967/5000
148/148 [==============================] - 0s 68us/step - loss: 7525.7305 - mean_absolute_error: 61.4277 - val_loss: 12057.9164 - val_mean_absolute_error: 75.3466
Epoch 968/5000
148/148 [==============================] - 0s 74us/step - loss: 7519.1735 - mean_absolute_error: 61.3970 - val_loss: 12052.9864 - val_mean_absolute_error: 75.3238
Epoch 969/5000
148/148 [==============================] - 0s 68us/step - loss: 7511.2662 - mean_absolute_error: 61.3598 - val_loss: 12041.0028 - val_mean_absolute_error: 75.2680
Epoch 970/5000
148/148 [==============================] - 0s 68us/step - loss: 7503.2858 - mean_absolute_error: 61.3526 - val_loss: 12024.5653 - val_mean_absolute_error: 75.1969
Epoch 971/5000
148/148 [==============================] - 0s 68us/step - loss: 7495.7039 - mean_absolute_error: 61.3760 - val_loss: 12006.5241 - val_mean_absolute_error: 75.1163
Epoch 972/5000
148/148 [==============================] - 0s 68us/step - loss: 7488.3259 - mean_absolute_error: 61.3964 - val_loss: 11993.8141 - val_mean_absolute_error: 75.0505
Epoch 973/5000
148/148 [==============================] - 0s 68us/step - loss: 7481.7167 - mean_absolute_error: 61.4000 - val_loss: 11980.2212 - val_mean_absolute_error: 74.9808
Epoch 974/5000
148/148 [==============================] - 0s 68us/step - loss: 7475.1280 - mean_absolute_error: 61.3999 - val_loss: 11967.8014 - val_mean_absolute_error: 74.9178
Epoch 975/5000
148/148 [==============================] - 0s 74us/step - loss: 7468.6080 - mean_absolute_error: 61.4006 - val_loss: 11958.5132 - val_mean_absolute_error: 74.8667
Epoch 976/5000
148/148 [==============================] - 0s 68us/step - loss: 7459.1124 - mean_absolute_error: 61.3749 - val_loss: 11950.5547 - val_mean_absolute_error: 74.8364
Epoch 977/5000
148/148 [==============================] - 0s 74us/step - loss: 7449.4559 - mean_absolute_error: 61.3485 - val_loss: 11936.7300 - val_mean_absolute_error: 74.7788
Epoch 978/5000
148/148 [==============================] - 0s 61us/step - loss: 7438.5476 - mean_absolute_error: 61.3150 - val_loss: 11926.7003 - val_mean_absolute_error: 74.7203
Epoch 979/5000
148/148 [==============================] - 0s 68us/step - loss: 7427.7998 - mean_absolute_error: 61.2707 - val_loss: 11917.4318 - val_mean_absolute_error: 74.6699
Epoch 980/5000
148/148 [==============================] - 0s 74us/step - loss: 7420.0991 - mean_absolute_error: 61.2383 - val_loss: 11906.4634 - val_mean_absolute_error: 74.6076
Epoch 981/5000
148/148 [==============================] - 0s 68us/step - loss: 7412.1826 - mean_absolute_error: 61.1893 - val_loss: 11898.1774 - val_mean_absolute_error: 74.5521
Epoch 982/5000
148/148 [==============================] - 0s 68us/step - loss: 7403.4411 - mean_absolute_error: 61.1368 - val_loss: 11890.9786 - val_mean_absolute_error: 74.5034
Epoch 983/5000
148/148 [==============================] - 0s 68us/step - loss: 7395.0714 - mean_absolute_error: 61.1055 - val_loss: 11881.9357 - val_mean_absolute_error: 74.4631
Epoch 984/5000
148/148 [==============================] - 0s 68us/step - loss: 7387.7764 - mean_absolute_error: 61.0926 - val_loss: 11871.2870 - val_mean_absolute_error: 74.4118
Epoch 985/5000
148/148 [==============================] - 0s 68us/step - loss: 7379.7050 - mean_absolute_error: 61.0711 - val_loss: 11858.3829 - val_mean_absolute_error: 74.3435
Epoch 986/5000
148/148 [==============================] - 0s 68us/step - loss: 7372.0269 - mean_absolute_error: 61.0475 - val_loss: 11846.8830 - val_mean_absolute_error: 74.2815
Epoch 987/5000
148/148 [==============================] - 0s 74us/step - loss: 7366.3528 - mean_absolute_error: 61.0313 - val_loss: 11834.9735 - val_mean_absolute_error: 74.2266
Epoch 988/5000
148/148 [==============================] - 0s 68us/step - loss: 7357.9113 - mean_absolute_error: 61.0049 - val_loss: 11826.1708 - val_mean_absolute_error: 74.1866
Epoch 989/5000
148/148 [==============================] - 0s 74us/step - loss: 7350.3407 - mean_absolute_error: 60.9720 - val_loss: 11822.4243 - val_mean_absolute_error: 74.1746
Epoch 990/5000
148/148 [==============================] - 0s 68us/step - loss: 7344.4359 - mean_absolute_error: 60.9555 - val_loss: 11821.2670 - val_mean_absolute_error: 74.1774
Epoch 991/5000
148/148 [==============================] - 0s 61us/step - loss: 7338.1435 - mean_absolute_error: 60.9286 - val_loss: 11813.4315 - val_mean_absolute_error: 74.1320
Epoch 992/5000
148/148 [==============================] - 0s 74us/step - loss: 7331.7308 - mean_absolute_error: 60.9097 - val_loss: 11807.4605 - val_mean_absolute_error: 74.1001
Epoch 993/5000
148/148 [==============================] - 0s 74us/step - loss: 7324.3636 - mean_absolute_error: 60.8854 - val_loss: 11801.8036 - val_mean_absolute_error: 74.0695
Epoch 994/5000
148/148 [==============================] - 0s 81us/step - loss: 7317.5768 - mean_absolute_error: 60.8542 - val_loss: 11796.3753 - val_mean_absolute_error: 74.0406
Epoch 995/5000
148/148 [==============================] - 0s 74us/step - loss: 7310.5630 - mean_absolute_error: 60.8149 - val_loss: 11789.7760 - val_mean_absolute_error: 74.0040
Epoch 996/5000
148/148 [==============================] - 0s 68us/step - loss: 7302.8358 - mean_absolute_error: 60.7717 - val_loss: 11779.6203 - val_mean_absolute_error: 73.9556
Epoch 997/5000
148/148 [==============================] - 0s 74us/step - loss: 7291.2529 - mean_absolute_error: 60.7239 - val_loss: 11771.3618 - val_mean_absolute_error: 73.9202
Epoch 998/5000
148/148 [==============================] - 0s 61us/step - loss: 7282.7165 - mean_absolute_error: 60.6772 - val_loss: 11764.8141 - val_mean_absolute_error: 73.8936
Epoch 999/5000
148/148 [==============================] - 0s 68us/step - loss: 7275.7556 - mean_absolute_error: 60.6302 - val_loss: 11758.2413 - val_mean_absolute_error: 73.8496
Epoch 1000/5000
148/148 [==============================] - 0s 68us/step - loss: 7267.5108 - mean_absolute_error: 60.5731 - val_loss: 11750.9718 - val_mean_absolute_error: 73.8105
Epoch 1001/5000
148/148 [==============================] - 0s 68us/step - loss: 7260.4562 - mean_absolute_error: 60.5281 - val_loss: 11744.4950 - val_mean_absolute_error: 73.7813
Epoch 1002/5000
148/148 [==============================] - 0s 68us/step - loss: 7252.5326 - mean_absolute_error: 60.4775 - val_loss: 11739.7015 - val_mean_absolute_error: 73.7552
Epoch 1003/5000
148/148 [==============================] - 0s 61us/step - loss: 7243.3965 - mean_absolute_error: 60.4353 - val_loss: 11732.0458 - val_mean_absolute_error: 73.7225
Epoch 1004/5000
148/148 [==============================] - 0s 74us/step - loss: 7235.3370 - mean_absolute_error: 60.3990 - val_loss: 11722.7404 - val_mean_absolute_error: 73.6757
Epoch 1005/5000
148/148 [==============================] - 0s 74us/step - loss: 7226.6438 - mean_absolute_error: 60.3605 - val_loss: 11712.5639 - val_mean_absolute_error: 73.6309
Epoch 1006/5000
148/148 [==============================] - 0s 68us/step - loss: 7219.3582 - mean_absolute_error: 60.3407 - val_loss: 11703.3040 - val_mean_absolute_error: 73.5946
Epoch 1007/5000
148/148 [==============================] - 0s 68us/step - loss: 7212.6413 - mean_absolute_error: 60.3262 - val_loss: 11697.4061 - val_mean_absolute_error: 73.5758
Epoch 1008/5000
148/148 [==============================] - 0s 68us/step - loss: 7206.2077 - mean_absolute_error: 60.2984 - val_loss: 11693.7396 - val_mean_absolute_error: 73.5556
Epoch 1009/5000
148/148 [==============================] - 0s 74us/step - loss: 7198.0085 - mean_absolute_error: 60.2590 - val_loss: 11685.1711 - val_mean_absolute_error: 73.5012
Epoch 1010/5000
148/148 [==============================] - 0s 61us/step - loss: 7188.8065 - mean_absolute_error: 60.2297 - val_loss: 11665.8356 - val_mean_absolute_error: 73.3758
Epoch 1011/5000
148/148 [==============================] - 0s 74us/step - loss: 7177.7400 - mean_absolute_error: 60.2004 - val_loss: 11649.5855 - val_mean_absolute_error: 73.2708
Epoch 1012/5000
148/148 [==============================] - 0s 81us/step - loss: 7168.6934 - mean_absolute_error: 60.1716 - val_loss: 11638.8401 - val_mean_absolute_error: 73.2055
Epoch 1013/5000
148/148 [==============================] - 0s 74us/step - loss: 7159.9637 - mean_absolute_error: 60.1286 - val_loss: 11629.2921 - val_mean_absolute_error: 73.1441
Epoch 1014/5000
148/148 [==============================] - 0s 68us/step - loss: 7154.3513 - mean_absolute_error: 60.0994 - val_loss: 11618.2520 - val_mean_absolute_error: 73.0775
Epoch 1015/5000
148/148 [==============================] - 0s 74us/step - loss: 7145.6733 - mean_absolute_error: 60.0807 - val_loss: 11605.2449 - val_mean_absolute_error: 73.0171
Epoch 1016/5000
148/148 [==============================] - 0s 68us/step - loss: 7139.2652 - mean_absolute_error: 60.0764 - val_loss: 11593.8018 - val_mean_absolute_error: 72.9521
Epoch 1017/5000
148/148 [==============================] - 0s 61us/step - loss: 7133.0867 - mean_absolute_error: 60.0561 - val_loss: 11587.9073 - val_mean_absolute_error: 72.9129
Epoch 1018/5000
148/148 [==============================] - 0s 61us/step - loss: 7128.8312 - mean_absolute_error: 60.0195 - val_loss: 11584.1186 - val_mean_absolute_error: 72.8832
Epoch 1019/5000
148/148 [==============================] - 0s 68us/step - loss: 7122.3474 - mean_absolute_error: 59.9770 - val_loss: 11580.6817 - val_mean_absolute_error: 72.8763
Epoch 1020/5000
148/148 [==============================] - 0s 61us/step - loss: 7116.1111 - mean_absolute_error: 59.9456 - val_loss: 11575.9742 - val_mean_absolute_error: 72.8670
Epoch 1021/5000
148/148 [==============================] - 0s 68us/step - loss: 7111.6157 - mean_absolute_error: 59.9076 - val_loss: 11574.6722 - val_mean_absolute_error: 72.8718
Epoch 1022/5000
148/148 [==============================] - 0s 68us/step - loss: 7103.6789 - mean_absolute_error: 59.8430 - val_loss: 11570.3571 - val_mean_absolute_error: 72.8487
Epoch 1023/5000
148/148 [==============================] - 0s 61us/step - loss: 7098.2810 - mean_absolute_error: 59.8039 - val_loss: 11566.4304 - val_mean_absolute_error: 72.8180
Epoch 1024/5000
148/148 [==============================] - 0s 68us/step - loss: 7091.2231 - mean_absolute_error: 59.7555 - val_loss: 11561.4629 - val_mean_absolute_error: 72.7972
Epoch 1025/5000
148/148 [==============================] - 0s 68us/step - loss: 7083.2231 - mean_absolute_error: 59.7182 - val_loss: 11556.7006 - val_mean_absolute_error: 72.7740
Epoch 1026/5000
148/148 [==============================] - 0s 61us/step - loss: 7078.7627 - mean_absolute_error: 59.6852 - val_loss: 11548.6601 - val_mean_absolute_error: 72.7164
Epoch 1027/5000
148/148 [==============================] - 0s 74us/step - loss: 7070.1889 - mean_absolute_error: 59.6520 - val_loss: 11538.0413 - val_mean_absolute_error: 72.6703
Epoch 1028/5000
148/148 [==============================] - 0s 61us/step - loss: 7063.3654 - mean_absolute_error: 59.6375 - val_loss: 11529.7240 - val_mean_absolute_error: 72.6468
Epoch 1029/5000
148/148 [==============================] - 0s 68us/step - loss: 7056.4050 - mean_absolute_error: 59.6187 - val_loss: 11516.2176 - val_mean_absolute_error: 72.5988
Epoch 1030/5000
148/148 [==============================] - 0s 74us/step - loss: 7047.3275 - mean_absolute_error: 59.6105 - val_loss: 11499.2668 - val_mean_absolute_error: 72.5161
Epoch 1031/5000
148/148 [==============================] - 0s 74us/step - loss: 7038.5232 - mean_absolute_error: 59.5985 - val_loss: 11484.7323 - val_mean_absolute_error: 72.4432
Epoch 1032/5000
148/148 [==============================] - 0s 68us/step - loss: 7030.7486 - mean_absolute_error: 59.5839 - val_loss: 11468.2789 - val_mean_absolute_error: 72.3423
Epoch 1033/5000
148/148 [==============================] - 0s 68us/step - loss: 7020.8865 - mean_absolute_error: 59.5483 - val_loss: 11458.6941 - val_mean_absolute_error: 72.2776
Epoch 1034/5000
148/148 [==============================] - 0s 74us/step - loss: 7013.0637 - mean_absolute_error: 59.5155 - val_loss: 11449.3951 - val_mean_absolute_error: 72.2186
Epoch 1035/5000
148/148 [==============================] - 0s 74us/step - loss: 7005.2692 - mean_absolute_error: 59.4809 - val_loss: 11441.6526 - val_mean_absolute_error: 72.1760
Epoch 1036/5000
148/148 [==============================] - 0s 68us/step - loss: 6998.1526 - mean_absolute_error: 59.4434 - val_loss: 11435.5299 - val_mean_absolute_error: 72.1536
Epoch 1037/5000
148/148 [==============================] - 0s 68us/step - loss: 6991.0964 - mean_absolute_error: 59.4016 - val_loss: 11430.4766 - val_mean_absolute_error: 72.1306
Epoch 1038/5000
148/148 [==============================] - 0s 61us/step - loss: 6984.2509 - mean_absolute_error: 59.3563 - val_loss: 11428.6387 - val_mean_absolute_error: 72.1186
Epoch 1039/5000
148/148 [==============================] - 0s 68us/step - loss: 6978.9413 - mean_absolute_error: 59.3040 - val_loss: 11428.7358 - val_mean_absolute_error: 72.1137
Epoch 1040/5000
148/148 [==============================] - 0s 68us/step - loss: 6975.0248 - mean_absolute_error: 59.2533 - val_loss: 11426.3198 - val_mean_absolute_error: 72.1021
Epoch 1041/5000
148/148 [==============================] - 0s 68us/step - loss: 6969.3133 - mean_absolute_error: 59.2187 - val_loss: 11421.8721 - val_mean_absolute_error: 72.0877
Epoch 1042/5000
148/148 [==============================] - 0s 68us/step - loss: 6963.7264 - mean_absolute_error: 59.1810 - val_loss: 11421.9391 - val_mean_absolute_error: 72.0786
Epoch 1043/5000
148/148 [==============================] - 0s 74us/step - loss: 6958.4746 - mean_absolute_error: 59.1337 - val_loss: 11422.0675 - val_mean_absolute_error: 72.0633
Out[53]:
<keras.callbacks.History at 0x2073d1bdac8>
In [54]:
model = Sequential()
model.add(Dense(standardized_X.shape[1],activation='sigmoid',input_dim=standardized_X.shape[1]))
model.add(Dense(1))
model.compile(optimizer='adam',
loss='mse',
metrics=['mae'])
In [55]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=5000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/5000
148/148 [==============================] - 0s 2ms/step - loss: 96415.1905 - mean_absolute_error: 267.1361 - val_loss: 160951.4062 - val_mean_absolute_error: 379.6488
Epoch 2/5000
148/148 [==============================] - 0s 74us/step - loss: 96376.9863 - mean_absolute_error: 267.0791 - val_loss: 160893.9300 - val_mean_absolute_error: 379.5755
Epoch 3/5000
148/148 [==============================] - 0s 74us/step - loss: 96338.4291 - mean_absolute_error: 267.0220 - val_loss: 160836.8687 - val_mean_absolute_error: 379.5027
Epoch 4/5000
148/148 [==============================] - 0s 68us/step - loss: 96300.2901 - mean_absolute_error: 266.9651 - val_loss: 160780.3675 - val_mean_absolute_error: 379.4311
Epoch 5/5000
148/148 [==============================] - 0s 74us/step - loss: 96262.6911 - mean_absolute_error: 266.9083 - val_loss: 160724.4175 - val_mean_absolute_error: 379.3605
Epoch 6/5000
148/148 [==============================] - 0s 88us/step - loss: 96225.1727 - mean_absolute_error: 266.8508 - val_loss: 160667.7288 - val_mean_absolute_error: 379.2891
Epoch 7/5000
148/148 [==============================] - 0s 101us/step - loss: 96186.7791 - mean_absolute_error: 266.7934 - val_loss: 160610.9537 - val_mean_absolute_error: 379.2176
Epoch 8/5000
148/148 [==============================] - 0s 88us/step - loss: 96150.0000 - mean_absolute_error: 266.7365 - val_loss: 160554.2781 - val_mean_absolute_error: 379.1461
Epoch 9/5000
148/148 [==============================] - 0s 88us/step - loss: 96112.2739 - mean_absolute_error: 266.6795 - val_loss: 160498.0044 - val_mean_absolute_error: 379.0759
Epoch 10/5000
148/148 [==============================] - 0s 81us/step - loss: 96075.0741 - mean_absolute_error: 266.6232 - val_loss: 160442.1713 - val_mean_absolute_error: 379.0065
Epoch 11/5000
148/148 [==============================] - 0s 81us/step - loss: 96037.8601 - mean_absolute_error: 266.5667 - val_loss: 160386.5650 - val_mean_absolute_error: 378.9373
Epoch 12/5000
148/148 [==============================] - 0s 74us/step - loss: 96002.9037 - mean_absolute_error: 266.5122 - val_loss: 160330.9094 - val_mean_absolute_error: 378.8682
Epoch 13/5000
148/148 [==============================] - 0s 81us/step - loss: 95966.1890 - mean_absolute_error: 266.4564 - val_loss: 160274.1181 - val_mean_absolute_error: 378.7977
Epoch 14/5000
148/148 [==============================] - 0s 74us/step - loss: 95928.2380 - mean_absolute_error: 266.3991 - val_loss: 160218.0262 - val_mean_absolute_error: 378.7280
Epoch 15/5000
148/148 [==============================] - 0s 74us/step - loss: 95891.5414 - mean_absolute_error: 266.3432 - val_loss: 160160.9587 - val_mean_absolute_error: 378.6573
Epoch 16/5000
148/148 [==============================] - 0s 68us/step - loss: 95855.0982 - mean_absolute_error: 266.2871 - val_loss: 160103.9531 - val_mean_absolute_error: 378.5866
Epoch 17/5000
148/148 [==============================] - 0s 81us/step - loss: 95818.0222 - mean_absolute_error: 266.2312 - val_loss: 160046.2756 - val_mean_absolute_error: 378.5152
Epoch 18/5000
148/148 [==============================] - 0s 81us/step - loss: 95780.5410 - mean_absolute_error: 266.1746 - val_loss: 159987.7500 - val_mean_absolute_error: 378.4428
Epoch 19/5000
148/148 [==============================] - 0s 68us/step - loss: 95742.6296 - mean_absolute_error: 266.1178 - val_loss: 159930.1550 - val_mean_absolute_error: 378.3715
Epoch 20/5000
148/148 [==============================] - 0s 74us/step - loss: 95705.7238 - mean_absolute_error: 266.0616 - val_loss: 159870.6969 - val_mean_absolute_error: 378.2981
Epoch 21/5000
148/148 [==============================] - 0s 88us/step - loss: 95668.3880 - mean_absolute_error: 266.0053 - val_loss: 159813.9231 - val_mean_absolute_error: 378.2278
Epoch 22/5000
148/148 [==============================] - 0s 68us/step - loss: 95632.1113 - mean_absolute_error: 265.9502 - val_loss: 159757.8150 - val_mean_absolute_error: 378.1583
Epoch 23/5000
148/148 [==============================] - 0s 74us/step - loss: 95596.3746 - mean_absolute_error: 265.8948 - val_loss: 159700.2025 - val_mean_absolute_error: 378.0867
Epoch 24/5000
148/148 [==============================] - 0s 74us/step - loss: 95558.9443 - mean_absolute_error: 265.8376 - val_loss: 159642.4213 - val_mean_absolute_error: 378.0150
Epoch 25/5000
148/148 [==============================] - 0s 74us/step - loss: 95521.3803 - mean_absolute_error: 265.7801 - val_loss: 159584.3600 - val_mean_absolute_error: 377.9431
Epoch 26/5000
148/148 [==============================] - 0s 88us/step - loss: 95484.2942 - mean_absolute_error: 265.7226 - val_loss: 159527.8163 - val_mean_absolute_error: 377.8727
Epoch 27/5000
148/148 [==============================] - 0s 74us/step - loss: 95447.2182 - mean_absolute_error: 265.6661 - val_loss: 159473.5044 - val_mean_absolute_error: 377.8051
Epoch 28/5000
148/148 [==============================] - 0s 68us/step - loss: 95412.5013 - mean_absolute_error: 265.6118 - val_loss: 159419.1375 - val_mean_absolute_error: 377.7375
Epoch 29/5000
148/148 [==============================] - 0s 95us/step - loss: 95376.2603 - mean_absolute_error: 265.5564 - val_loss: 159365.1819 - val_mean_absolute_error: 377.6703
Epoch 30/5000
148/148 [==============================] - 0s 68us/step - loss: 95340.0938 - mean_absolute_error: 265.5011 - val_loss: 159310.3763 - val_mean_absolute_error: 377.6021
Epoch 31/5000
148/148 [==============================] - 0s 74us/step - loss: 95305.2426 - mean_absolute_error: 265.4483 - val_loss: 159253.5644 - val_mean_absolute_error: 377.5313
Epoch 32/5000
148/148 [==============================] - 0s 95us/step - loss: 95266.9236 - mean_absolute_error: 265.3908 - val_loss: 159196.8331 - val_mean_absolute_error: 377.4608
Epoch 33/5000
148/148 [==============================] - 0s 68us/step - loss: 95229.5522 - mean_absolute_error: 265.3339 - val_loss: 159137.7525 - val_mean_absolute_error: 377.3873
Epoch 34/5000
148/148 [==============================] - 0s 74us/step - loss: 95191.0503 - mean_absolute_error: 265.2761 - val_loss: 159080.3481 - val_mean_absolute_error: 377.3158
Epoch 35/5000
148/148 [==============================] - 0s 88us/step - loss: 95154.3266 - mean_absolute_error: 265.2197 - val_loss: 159022.2219 - val_mean_absolute_error: 377.2434
Epoch 36/5000
148/148 [==============================] - 0s 68us/step - loss: 95116.4279 - mean_absolute_error: 265.1626 - val_loss: 158965.1781 - val_mean_absolute_error: 377.1720
Epoch 37/5000
148/148 [==============================] - 0s 68us/step - loss: 95079.6727 - mean_absolute_error: 265.1060 - val_loss: 158909.9425 - val_mean_absolute_error: 377.1030
Epoch 38/5000
148/148 [==============================] - 0s 74us/step - loss: 95043.0454 - mean_absolute_error: 265.0509 - val_loss: 158854.4675 - val_mean_absolute_error: 377.0336
Epoch 39/5000
148/148 [==============================] - 0s 88us/step - loss: 95007.1501 - mean_absolute_error: 264.9962 - val_loss: 158798.8225 - val_mean_absolute_error: 376.9639
Epoch 40/5000
148/148 [==============================] - 0s 61us/step - loss: 94969.7504 - mean_absolute_error: 264.9382 - val_loss: 158742.7344 - val_mean_absolute_error: 376.8937
Epoch 41/5000
148/148 [==============================] - 0s 95us/step - loss: 94934.4318 - mean_absolute_error: 264.8829 - val_loss: 158686.2162 - val_mean_absolute_error: 376.8231
Epoch 42/5000
148/148 [==============================] - 0s 95us/step - loss: 94897.1698 - mean_absolute_error: 264.8254 - val_loss: 158630.0156 - val_mean_absolute_error: 376.7530
Epoch 43/5000
148/148 [==============================] - 0s 74us/step - loss: 94859.7251 - mean_absolute_error: 264.7672 - val_loss: 158572.5419 - val_mean_absolute_error: 376.6812
Epoch 44/5000
148/148 [==============================] - 0s 88us/step - loss: 94822.0325 - mean_absolute_error: 264.7087 - val_loss: 158513.2387 - val_mean_absolute_error: 376.6072
Epoch 45/5000
148/148 [==============================] - 0s 115us/step - loss: 94785.6913 - mean_absolute_error: 264.6513 - val_loss: 158454.3419 - val_mean_absolute_error: 376.5338
Epoch 46/5000
148/148 [==============================] - 0s 95us/step - loss: 94747.2090 - mean_absolute_error: 264.5923 - val_loss: 158397.5969 - val_mean_absolute_error: 376.4628
Epoch 47/5000
148/148 [==============================] - 0s 81us/step - loss: 94710.1246 - mean_absolute_error: 264.5341 - val_loss: 158338.6481 - val_mean_absolute_error: 376.3892
Epoch 48/5000
148/148 [==============================] - 0s 95us/step - loss: 94671.7375 - mean_absolute_error: 264.4749 - val_loss: 158277.5912 - val_mean_absolute_error: 376.3129
Epoch 49/5000
148/148 [==============================] - 0s 68us/step - loss: 94633.1244 - mean_absolute_error: 264.4148 - val_loss: 158217.3706 - val_mean_absolute_error: 376.2376
Epoch 50/5000
148/148 [==============================] - 0s 88us/step - loss: 94593.7245 - mean_absolute_error: 264.3540 - val_loss: 158157.8819 - val_mean_absolute_error: 376.1630
Epoch 51/5000
148/148 [==============================] - 0s 74us/step - loss: 94555.5811 - mean_absolute_error: 264.2944 - val_loss: 158097.0450 - val_mean_absolute_error: 376.0868
Epoch 52/5000
148/148 [==============================] - 0s 68us/step - loss: 94516.1440 - mean_absolute_error: 264.2339 - val_loss: 158035.8062 - val_mean_absolute_error: 376.0099
Epoch 53/5000
148/148 [==============================] - 0s 68us/step - loss: 94478.0458 - mean_absolute_error: 264.1737 - val_loss: 157974.4100 - val_mean_absolute_error: 375.9329
Epoch 54/5000
148/148 [==============================] - 0s 74us/step - loss: 94438.2508 - mean_absolute_error: 264.1130 - val_loss: 157915.4919 - val_mean_absolute_error: 375.8589
Epoch 55/5000
148/148 [==============================] - 0s 74us/step - loss: 94400.0931 - mean_absolute_error: 264.0534 - val_loss: 157857.4500 - val_mean_absolute_error: 375.7861
Epoch 56/5000
148/148 [==============================] - 0s 68us/step - loss: 94362.9542 - mean_absolute_error: 263.9947 - val_loss: 157799.2213 - val_mean_absolute_error: 375.7131
Epoch 57/5000
148/148 [==============================] - 0s 74us/step - loss: 94325.5549 - mean_absolute_error: 263.9357 - val_loss: 157744.3475 - val_mean_absolute_error: 375.6441
Epoch 58/5000
148/148 [==============================] - 0s 74us/step - loss: 94288.7097 - mean_absolute_error: 263.8780 - val_loss: 157688.7319 - val_mean_absolute_error: 375.5742
Epoch 59/5000
148/148 [==============================] - 0s 68us/step - loss: 94250.5279 - mean_absolute_error: 263.8191 - val_loss: 157633.3144 - val_mean_absolute_error: 375.5046
Epoch 60/5000
148/148 [==============================] - 0s 74us/step - loss: 94214.5484 - mean_absolute_error: 263.7620 - val_loss: 157575.7506 - val_mean_absolute_error: 375.4323
Epoch 61/5000
148/148 [==============================] - 0s 81us/step - loss: 94175.7846 - mean_absolute_error: 263.7014 - val_loss: 157517.5237 - val_mean_absolute_error: 375.3590
Epoch 62/5000
148/148 [==============================] - 0s 74us/step - loss: 94137.5904 - mean_absolute_error: 263.6411 - val_loss: 157459.7288 - val_mean_absolute_error: 375.2863
Epoch 63/5000
148/148 [==============================] - 0s 68us/step - loss: 94098.8554 - mean_absolute_error: 263.5798 - val_loss: 157402.7188 - val_mean_absolute_error: 375.2146
Epoch 64/5000
148/148 [==============================] - 0s 68us/step - loss: 94060.9326 - mean_absolute_error: 263.5195 - val_loss: 157344.4200 - val_mean_absolute_error: 375.1413
Epoch 65/5000
148/148 [==============================] - 0s 74us/step - loss: 94021.9816 - mean_absolute_error: 263.4590 - val_loss: 157284.4200 - val_mean_absolute_error: 375.0658
Epoch 66/5000
148/148 [==============================] - 0s 68us/step - loss: 93982.6693 - mean_absolute_error: 263.3977 - val_loss: 157224.5275 - val_mean_absolute_error: 374.9905
Epoch 67/5000
148/148 [==============================] - 0s 68us/step - loss: 93942.8881 - mean_absolute_error: 263.3363 - val_loss: 157164.3150 - val_mean_absolute_error: 374.9147
Epoch 68/5000
148/148 [==============================] - 0s 81us/step - loss: 93902.0334 - mean_absolute_error: 263.2737 - val_loss: 157105.4838 - val_mean_absolute_error: 374.8406
Epoch 69/5000
148/148 [==============================] - 0s 81us/step - loss: 93861.9206 - mean_absolute_error: 263.2111 - val_loss: 157045.7625 - val_mean_absolute_error: 374.7651
Epoch 70/5000
148/148 [==============================] - 0s 68us/step - loss: 93821.9511 - mean_absolute_error: 263.1478 - val_loss: 156983.0575 - val_mean_absolute_error: 374.6861
Epoch 71/5000
148/148 [==============================] - 0s 81us/step - loss: 93782.9068 - mean_absolute_error: 263.0869 - val_loss: 156923.6613 - val_mean_absolute_error: 374.6112
Epoch 72/5000
148/148 [==============================] - 0s 74us/step - loss: 93742.9120 - mean_absolute_error: 263.0259 - val_loss: 156865.5200 - val_mean_absolute_error: 374.5377
Epoch 73/5000
148/148 [==============================] - 0s 68us/step - loss: 93704.2135 - mean_absolute_error: 262.9654 - val_loss: 156803.8169 - val_mean_absolute_error: 374.4600
Epoch 74/5000
148/148 [==============================] - 0s 135us/step - loss: 93663.8351 - mean_absolute_error: 262.9024 - val_loss: 156740.2125 - val_mean_absolute_error: 374.3799
Epoch 75/5000
148/148 [==============================] - 0s 61us/step - loss: 93624.1753 - mean_absolute_error: 262.8410 - val_loss: 156676.6787 - val_mean_absolute_error: 374.3000
Epoch 76/5000
148/148 [==============================] - 0s 74us/step - loss: 93581.3951 - mean_absolute_error: 262.7760 - val_loss: 156615.0487 - val_mean_absolute_error: 374.2223
Epoch 77/5000
148/148 [==============================] - 0s 81us/step - loss: 93540.8038 - mean_absolute_error: 262.7132 - val_loss: 156553.0594 - val_mean_absolute_error: 374.1441
Epoch 78/5000
148/148 [==============================] - 0s 68us/step - loss: 93500.8005 - mean_absolute_error: 262.6503 - val_loss: 156489.5525 - val_mean_absolute_error: 374.0642
Epoch 79/5000
148/148 [==============================] - 0s 74us/step - loss: 93458.9238 - mean_absolute_error: 262.5864 - val_loss: 156423.4937 - val_mean_absolute_error: 373.9808
Epoch 80/5000
148/148 [==============================] - 0s 68us/step - loss: 93415.8796 - mean_absolute_error: 262.5200 - val_loss: 156356.5369 - val_mean_absolute_error: 373.8965
Epoch 81/5000
148/148 [==============================] - 0s 68us/step - loss: 93374.2897 - mean_absolute_error: 262.4554 - val_loss: 156291.7706 - val_mean_absolute_error: 373.8147
Epoch 82/5000
148/148 [==============================] - 0s 61us/step - loss: 93331.6457 - mean_absolute_error: 262.3905 - val_loss: 156231.4919 - val_mean_absolute_error: 373.7386
Epoch 83/5000
148/148 [==============================] - 0s 68us/step - loss: 93293.8486 - mean_absolute_error: 262.3313 - val_loss: 156172.0200 - val_mean_absolute_error: 373.6634
Epoch 84/5000
148/148 [==============================] - 0s 68us/step - loss: 93254.3279 - mean_absolute_error: 262.2701 - val_loss: 156113.1487 - val_mean_absolute_error: 373.5885
Epoch 85/5000
148/148 [==============================] - 0s 68us/step - loss: 93215.4079 - mean_absolute_error: 262.2096 - val_loss: 156053.9394 - val_mean_absolute_error: 373.5133
Epoch 86/5000
148/148 [==============================] - 0s 68us/step - loss: 93176.1383 - mean_absolute_error: 262.1484 - val_loss: 155992.6412 - val_mean_absolute_error: 373.4357
Epoch 87/5000
148/148 [==============================] - 0s 74us/step - loss: 93135.2196 - mean_absolute_error: 262.0850 - val_loss: 155930.7494 - val_mean_absolute_error: 373.3572
Epoch 88/5000
148/148 [==============================] - 0s 68us/step - loss: 93094.3579 - mean_absolute_error: 262.0222 - val_loss: 155865.2175 - val_mean_absolute_error: 373.2743
Epoch 89/5000
148/148 [==============================] - 0s 81us/step - loss: 93050.6261 - mean_absolute_error: 261.9543 - val_loss: 155797.5619 - val_mean_absolute_error: 373.1888
Epoch 90/5000
148/148 [==============================] - 0s 81us/step - loss: 93006.0547 - mean_absolute_error: 261.8868 - val_loss: 155730.6825 - val_mean_absolute_error: 373.1042
Epoch 91/5000
148/148 [==============================] - 0s 68us/step - loss: 92963.3689 - mean_absolute_error: 261.8205 - val_loss: 155667.3912 - val_mean_absolute_error: 373.0240
Epoch 92/5000
148/148 [==============================] - 0s 61us/step - loss: 92921.7161 - mean_absolute_error: 261.7555 - val_loss: 155608.0881 - val_mean_absolute_error: 372.9487
Epoch 93/5000
148/148 [==============================] - 0s 74us/step - loss: 92882.6360 - mean_absolute_error: 261.6932 - val_loss: 155548.7400 - val_mean_absolute_error: 372.8734
Epoch 94/5000
148/148 [==============================] - 0s 74us/step - loss: 92841.8119 - mean_absolute_error: 261.6300 - val_loss: 155487.7900 - val_mean_absolute_error: 372.7960
Epoch 95/5000
148/148 [==============================] - 0s 68us/step - loss: 92801.3590 - mean_absolute_error: 261.5669 - val_loss: 155424.3500 - val_mean_absolute_error: 372.7154
Epoch 96/5000
148/148 [==============================] - 0s 68us/step - loss: 92759.6835 - mean_absolute_error: 261.5026 - val_loss: 155360.9900 - val_mean_absolute_error: 372.6349
Epoch 97/5000
148/148 [==============================] - 0s 68us/step - loss: 92718.5487 - mean_absolute_error: 261.4377 - val_loss: 155295.9119 - val_mean_absolute_error: 372.5524
Epoch 98/5000
148/148 [==============================] - 0s 68us/step - loss: 92676.0549 - mean_absolute_error: 261.3717 - val_loss: 155233.1994 - val_mean_absolute_error: 372.4729
Epoch 99/5000
148/148 [==============================] - 0s 68us/step - loss: 92634.7388 - mean_absolute_error: 261.3077 - val_loss: 155170.9900 - val_mean_absolute_error: 372.3938
Epoch 100/5000
148/148 [==============================] - 0s 74us/step - loss: 92593.9580 - mean_absolute_error: 261.2439 - val_loss: 155108.2913 - val_mean_absolute_error: 372.3139
Epoch 101/5000
148/148 [==============================] - 0s 68us/step - loss: 92550.8184 - mean_absolute_error: 261.1771 - val_loss: 155046.4350 - val_mean_absolute_error: 372.2350
Epoch 102/5000
148/148 [==============================] - 0s 68us/step - loss: 92510.5762 - mean_absolute_error: 261.1131 - val_loss: 154982.7494 - val_mean_absolute_error: 372.1537
Epoch 103/5000
148/148 [==============================] - 0s 74us/step - loss: 92467.7044 - mean_absolute_error: 261.0466 - val_loss: 154919.4500 - val_mean_absolute_error: 372.0730
Epoch 104/5000
148/148 [==============================] - 0s 68us/step - loss: 92424.6978 - mean_absolute_error: 260.9800 - val_loss: 154855.5456 - val_mean_absolute_error: 371.9917
Epoch 105/5000
148/148 [==============================] - 0s 68us/step - loss: 92382.2852 - mean_absolute_error: 260.9142 - val_loss: 154790.8000 - val_mean_absolute_error: 371.9093
Epoch 106/5000
148/148 [==============================] - 0s 74us/step - loss: 92340.4424 - mean_absolute_error: 260.8487 - val_loss: 154727.5013 - val_mean_absolute_error: 371.8289
Epoch 107/5000
148/148 [==============================] - 0s 74us/step - loss: 92299.0309 - mean_absolute_error: 260.7847 - val_loss: 154665.6888 - val_mean_absolute_error: 371.7504
Epoch 108/5000
148/148 [==============================] - 0s 68us/step - loss: 92257.8720 - mean_absolute_error: 260.7194 - val_loss: 154604.9044 - val_mean_absolute_error: 371.6730
Epoch 109/5000
148/148 [==============================] - 0s 74us/step - loss: 92217.4203 - mean_absolute_error: 260.6554 - val_loss: 154543.1869 - val_mean_absolute_error: 371.5943
Epoch 110/5000
148/148 [==============================] - 0s 74us/step - loss: 92176.3148 - mean_absolute_error: 260.5903 - val_loss: 154482.5356 - val_mean_absolute_error: 371.5170
Epoch 111/5000
148/148 [==============================] - 0s 68us/step - loss: 92134.4590 - mean_absolute_error: 260.5248 - val_loss: 154419.3906 - val_mean_absolute_error: 371.4364
Epoch 112/5000
148/148 [==============================] - 0s 74us/step - loss: 92092.7703 - mean_absolute_error: 260.4592 - val_loss: 154352.7525 - val_mean_absolute_error: 371.3514
Epoch 113/5000
148/148 [==============================] - 0s 74us/step - loss: 92048.6045 - mean_absolute_error: 260.3905 - val_loss: 154285.1375 - val_mean_absolute_error: 371.2650
Epoch 114/5000
148/148 [==============================] - 0s 68us/step - loss: 92002.9504 - mean_absolute_error: 260.3199 - val_loss: 154217.3987 - val_mean_absolute_error: 371.1786
Epoch 115/5000
148/148 [==============================] - 0s 68us/step - loss: 91958.9911 - mean_absolute_error: 260.2496 - val_loss: 154150.6494 - val_mean_absolute_error: 371.0934
Epoch 116/5000
148/148 [==============================] - 0s 74us/step - loss: 91913.5344 - mean_absolute_error: 260.1783 - val_loss: 154085.8069 - val_mean_absolute_error: 371.0105
Epoch 117/5000
148/148 [==============================] - 0s 68us/step - loss: 91870.4890 - mean_absolute_error: 260.1097 - val_loss: 154020.0331 - val_mean_absolute_error: 370.9266
Epoch 118/5000
148/148 [==============================] - 0s 68us/step - loss: 91826.4320 - mean_absolute_error: 260.0405 - val_loss: 153957.0706 - val_mean_absolute_error: 370.8460
Epoch 119/5000
148/148 [==============================] - 0s 61us/step - loss: 91784.1403 - mean_absolute_error: 259.9720 - val_loss: 153893.1181 - val_mean_absolute_error: 370.7641
Epoch 120/5000
148/148 [==============================] - 0s 68us/step - loss: 91741.4814 - mean_absolute_error: 259.9050 - val_loss: 153829.1562 - val_mean_absolute_error: 370.6822
Epoch 121/5000
148/148 [==============================] - 0s 68us/step - loss: 91698.3924 - mean_absolute_error: 259.8365 - val_loss: 153764.8006 - val_mean_absolute_error: 370.5999
Epoch 122/5000
148/148 [==============================] - 0s 68us/step - loss: 91655.8687 - mean_absolute_error: 259.7689 - val_loss: 153701.4356 - val_mean_absolute_error: 370.5189
Epoch 123/5000
148/148 [==============================] - 0s 61us/step - loss: 91613.5391 - mean_absolute_error: 259.7013 - val_loss: 153638.8662 - val_mean_absolute_error: 370.4386
Epoch 124/5000
148/148 [==============================] - 0s 74us/step - loss: 91571.7010 - mean_absolute_error: 259.6333 - val_loss: 153575.0388 - val_mean_absolute_error: 370.3568
Epoch 125/5000
148/148 [==============================] - 0s 61us/step - loss: 91528.1030 - mean_absolute_error: 259.5642 - val_loss: 153512.2344 - val_mean_absolute_error: 370.2761
Epoch 126/5000
148/148 [==============================] - 0s 68us/step - loss: 91484.8824 - mean_absolute_error: 259.4953 - val_loss: 153447.5738 - val_mean_absolute_error: 370.1933
Epoch 127/5000
148/148 [==============================] - 0s 74us/step - loss: 91441.6345 - mean_absolute_error: 259.4265 - val_loss: 153381.9050 - val_mean_absolute_error: 370.1094
Epoch 128/5000
148/148 [==============================] - 0s 61us/step - loss: 91400.0382 - mean_absolute_error: 259.3590 - val_loss: 153316.4444 - val_mean_absolute_error: 370.0257
Epoch 129/5000
148/148 [==============================] - 0s 61us/step - loss: 91355.4554 - mean_absolute_error: 259.2890 - val_loss: 153250.9144 - val_mean_absolute_error: 369.9418
Epoch 130/5000
148/148 [==============================] - 0s 74us/step - loss: 91312.7183 - mean_absolute_error: 259.2218 - val_loss: 153185.9344 - val_mean_absolute_error: 369.8586
Epoch 131/5000
148/148 [==============================] - 0s 68us/step - loss: 91269.7457 - mean_absolute_error: 259.1536 - val_loss: 153122.4556 - val_mean_absolute_error: 369.7771
Epoch 132/5000
148/148 [==============================] - 0s 74us/step - loss: 91227.6250 - mean_absolute_error: 259.0850 - val_loss: 153057.3019 - val_mean_absolute_error: 369.6935
Epoch 133/5000
148/148 [==============================] - 0s 61us/step - loss: 91183.5978 - mean_absolute_error: 259.0156 - val_loss: 152991.9169 - val_mean_absolute_error: 369.6097
Epoch 134/5000
148/148 [==============================] - 0s 68us/step - loss: 91140.5190 - mean_absolute_error: 258.9464 - val_loss: 152925.8281 - val_mean_absolute_error: 369.5250
Epoch 135/5000
148/148 [==============================] - 0s 74us/step - loss: 91098.1406 - mean_absolute_error: 258.8787 - val_loss: 152860.5887 - val_mean_absolute_error: 369.4413
Epoch 136/5000
148/148 [==============================] - 0s 81us/step - loss: 91055.2867 - mean_absolute_error: 258.8111 - val_loss: 152797.5400 - val_mean_absolute_error: 369.3603
Epoch 137/5000
148/148 [==============================] - 0s 68us/step - loss: 91014.0959 - mean_absolute_error: 258.7443 - val_loss: 152730.7875 - val_mean_absolute_error: 369.2747
Epoch 138/5000
148/148 [==============================] - 0s 68us/step - loss: 90970.2251 - mean_absolute_error: 258.6754 - val_loss: 152666.0994 - val_mean_absolute_error: 369.1917
Epoch 139/5000
148/148 [==============================] - 0s 68us/step - loss: 90928.0395 - mean_absolute_error: 258.6084 - val_loss: 152599.6069 - val_mean_absolute_error: 369.1065
Epoch 140/5000
148/148 [==============================] - 0s 68us/step - loss: 90883.3714 - mean_absolute_error: 258.5388 - val_loss: 152532.6606 - val_mean_absolute_error: 369.0205
Epoch 141/5000
148/148 [==============================] - 0s 68us/step - loss: 90839.0551 - mean_absolute_error: 258.4680 - val_loss: 152463.8200 - val_mean_absolute_error: 368.9322
Epoch 142/5000
148/148 [==============================] - 0s 61us/step - loss: 90793.8461 - mean_absolute_error: 258.3961 - val_loss: 152395.5200 - val_mean_absolute_error: 368.8446
Epoch 143/5000
148/148 [==============================] - 0s 74us/step - loss: 90749.5641 - mean_absolute_error: 258.3254 - val_loss: 152326.4850 - val_mean_absolute_error: 368.7560
Epoch 144/5000
148/148 [==============================] - 0s 81us/step - loss: 90704.3484 - mean_absolute_error: 258.2535 - val_loss: 152260.1856 - val_mean_absolute_error: 368.6709
Epoch 145/5000
148/148 [==============================] - 0s 68us/step - loss: 90660.6440 - mean_absolute_error: 258.1852 - val_loss: 152194.0113 - val_mean_absolute_error: 368.5857
Epoch 146/5000
148/148 [==============================] - 0s 68us/step - loss: 90616.1562 - mean_absolute_error: 258.1145 - val_loss: 152127.1394 - val_mean_absolute_error: 368.5000
Epoch 147/5000
148/148 [==============================] - 0s 68us/step - loss: 90573.1879 - mean_absolute_error: 258.0464 - val_loss: 152058.1137 - val_mean_absolute_error: 368.4118
Epoch 148/5000
148/148 [==============================] - 0s 68us/step - loss: 90528.5547 - mean_absolute_error: 257.9761 - val_loss: 151990.4675 - val_mean_absolute_error: 368.3253
Epoch 149/5000
148/148 [==============================] - 0s 61us/step - loss: 90484.6964 - mean_absolute_error: 257.9063 - val_loss: 151921.1613 - val_mean_absolute_error: 368.2366
Epoch 150/5000
148/148 [==============================] - 0s 74us/step - loss: 90437.9284 - mean_absolute_error: 257.8337 - val_loss: 151852.2650 - val_mean_absolute_error: 368.1485
Epoch 151/5000
148/148 [==============================] - 0s 74us/step - loss: 90393.7084 - mean_absolute_error: 257.7629 - val_loss: 151782.2188 - val_mean_absolute_error: 368.0589
Epoch 152/5000
148/148 [==============================] - 0s 68us/step - loss: 90348.2424 - mean_absolute_error: 257.6899 - val_loss: 151708.7412 - val_mean_absolute_error: 367.9652
Epoch 153/5000
148/148 [==============================] - 0s 68us/step - loss: 90300.8463 - mean_absolute_error: 257.6165 - val_loss: 151636.9450 - val_mean_absolute_error: 367.8734
Epoch 154/5000
148/148 [==============================] - 0s 74us/step - loss: 90255.5069 - mean_absolute_error: 257.5442 - val_loss: 151565.6981 - val_mean_absolute_error: 367.7819
Epoch 155/5000
148/148 [==============================] - 0s 68us/step - loss: 90207.9234 - mean_absolute_error: 257.4710 - val_loss: 151496.8150 - val_mean_absolute_error: 367.6932
Epoch 156/5000
148/148 [==============================] - 0s 74us/step - loss: 90163.9675 - mean_absolute_error: 257.4015 - val_loss: 151426.3119 - val_mean_absolute_error: 367.6026
Epoch 157/5000
148/148 [==============================] - 0s 74us/step - loss: 90117.8653 - mean_absolute_error: 257.3286 - val_loss: 151356.5394 - val_mean_absolute_error: 367.5128
Epoch 158/5000
148/148 [==============================] - 0s 61us/step - loss: 90072.3353 - mean_absolute_error: 257.2579 - val_loss: 151287.2412 - val_mean_absolute_error: 367.4236
Epoch 159/5000
148/148 [==============================] - 0s 61us/step - loss: 90027.6800 - mean_absolute_error: 257.1870 - val_loss: 151219.5694 - val_mean_absolute_error: 367.3364
Epoch 160/5000
148/148 [==============================] - 0s 74us/step - loss: 89983.3683 - mean_absolute_error: 257.1174 - val_loss: 151153.8731 - val_mean_absolute_error: 367.2513
Epoch 161/5000
148/148 [==============================] - 0s 61us/step - loss: 89940.4954 - mean_absolute_error: 257.0490 - val_loss: 151086.7563 - val_mean_absolute_error: 367.1648
Epoch 162/5000
148/148 [==============================] - 0s 61us/step - loss: 89896.2810 - mean_absolute_error: 256.9791 - val_loss: 151019.1981 - val_mean_absolute_error: 367.0777
Epoch 163/5000
148/148 [==============================] - 0s 74us/step - loss: 89851.6526 - mean_absolute_error: 256.9087 - val_loss: 150953.1212 - val_mean_absolute_error: 366.9926
Epoch 164/5000
148/148 [==============================] - 0s 68us/step - loss: 89807.6491 - mean_absolute_error: 256.8396 - val_loss: 150885.0537 - val_mean_absolute_error: 366.9052
Epoch 165/5000
148/148 [==============================] - 0s 68us/step - loss: 89762.2370 - mean_absolute_error: 256.7682 - val_loss: 150813.6969 - val_mean_absolute_error: 366.8137
Epoch 166/5000
148/148 [==============================] - 0s 74us/step - loss: 89716.6636 - mean_absolute_error: 256.6966 - val_loss: 150744.9400 - val_mean_absolute_error: 366.7252
Epoch 167/5000
148/148 [==============================] - 0s 74us/step - loss: 89672.3068 - mean_absolute_error: 256.6268 - val_loss: 150677.9169 - val_mean_absolute_error: 366.6388
Epoch 168/5000
148/148 [==============================] - 0s 68us/step - loss: 89627.6913 - mean_absolute_error: 256.5564 - val_loss: 150610.8594 - val_mean_absolute_error: 366.5522
Epoch 169/5000
148/148 [==============================] - 0s 68us/step - loss: 89584.2671 - mean_absolute_error: 256.4874 - val_loss: 150541.0106 - val_mean_absolute_error: 366.4623
Epoch 170/5000
148/148 [==============================] - 0s 68us/step - loss: 89537.1470 - mean_absolute_error: 256.4143 - val_loss: 150470.8256 - val_mean_absolute_error: 366.3718
Epoch 171/5000
148/148 [==============================] - 0s 61us/step - loss: 89490.9835 - mean_absolute_error: 256.3425 - val_loss: 150399.6181 - val_mean_absolute_error: 366.2800
Epoch 172/5000
148/148 [==============================] - 0s 74us/step - loss: 89445.9185 - mean_absolute_error: 256.2700 - val_loss: 150327.3238 - val_mean_absolute_error: 366.1868
Epoch 173/5000
148/148 [==============================] - 0s 74us/step - loss: 89399.4079 - mean_absolute_error: 256.1975 - val_loss: 150258.6119 - val_mean_absolute_error: 366.0978
Epoch 174/5000
148/148 [==============================] - 0s 74us/step - loss: 89353.6206 - mean_absolute_error: 256.1267 - val_loss: 150192.9025 - val_mean_absolute_error: 366.0128
Epoch 175/5000
148/148 [==============================] - 0s 74us/step - loss: 89309.1303 - mean_absolute_error: 256.0574 - val_loss: 150126.3069 - val_mean_absolute_error: 365.9266
Epoch 176/5000
148/148 [==============================] - 0s 74us/step - loss: 89266.0006 - mean_absolute_error: 255.9891 - val_loss: 150057.0519 - val_mean_absolute_error: 365.8371
Epoch 177/5000
148/148 [==============================] - 0s 68us/step - loss: 89219.5995 - mean_absolute_error: 255.9168 - val_loss: 149985.5669 - val_mean_absolute_error: 365.7451
Epoch 178/5000
148/148 [==============================] - 0s 61us/step - loss: 89172.6484 - mean_absolute_error: 255.8443 - val_loss: 149915.2331 - val_mean_absolute_error: 365.6543
Epoch 179/5000
148/148 [==============================] - 0s 68us/step - loss: 89126.8932 - mean_absolute_error: 255.7725 - val_loss: 149841.3181 - val_mean_absolute_error: 365.5591
Epoch 180/5000
148/148 [==============================] - 0s 68us/step - loss: 89078.9956 - mean_absolute_error: 255.6971 - val_loss: 149767.4113 - val_mean_absolute_error: 365.4637
Epoch 181/5000
148/148 [==============================] - 0s 74us/step - loss: 89031.6232 - mean_absolute_error: 255.6222 - val_loss: 149694.2244 - val_mean_absolute_error: 365.3690
Epoch 182/5000
148/148 [==============================] - 0s 68us/step - loss: 88983.2063 - mean_absolute_error: 255.5482 - val_loss: 149622.6437 - val_mean_absolute_error: 365.2764
Epoch 183/5000
148/148 [==============================] - 0s 68us/step - loss: 88935.9707 - mean_absolute_error: 255.4744 - val_loss: 149550.0837 - val_mean_absolute_error: 365.1827
Epoch 184/5000
148/148 [==============================] - 0s 74us/step - loss: 88888.7253 - mean_absolute_error: 255.3997 - val_loss: 149479.6019 - val_mean_absolute_error: 365.0915
Epoch 185/5000
148/148 [==============================] - 0s 74us/step - loss: 88842.6910 - mean_absolute_error: 255.3278 - val_loss: 149408.6544 - val_mean_absolute_error: 364.9996
Epoch 186/5000
148/148 [==============================] - 0s 74us/step - loss: 88796.6425 - mean_absolute_error: 255.2546 - val_loss: 149337.6988 - val_mean_absolute_error: 364.9078
Epoch 187/5000
148/148 [==============================] - 0s 68us/step - loss: 88749.8659 - mean_absolute_error: 255.1815 - val_loss: 149263.8594 - val_mean_absolute_error: 364.8125
Epoch 188/5000
148/148 [==============================] - 0s 68us/step - loss: 88701.7633 - mean_absolute_error: 255.1065 - val_loss: 149188.1913 - val_mean_absolute_error: 364.7149
Epoch 189/5000
148/148 [==============================] - 0s 74us/step - loss: 88653.4331 - mean_absolute_error: 255.0315 - val_loss: 149113.4019 - val_mean_absolute_error: 364.6183
Epoch 190/5000
148/148 [==============================] - 0s 68us/step - loss: 88603.3999 - mean_absolute_error: 254.9543 - val_loss: 149036.4306 - val_mean_absolute_error: 364.5191
Epoch 191/5000
148/148 [==============================] - 0s 68us/step - loss: 88554.9613 - mean_absolute_error: 254.8785 - val_loss: 148956.6700 - val_mean_absolute_error: 364.4165
Epoch 192/5000
148/148 [==============================] - 0s 74us/step - loss: 88503.9409 - mean_absolute_error: 254.8004 - val_loss: 148881.3219 - val_mean_absolute_error: 364.3193
Epoch 193/5000
148/148 [==============================] - 0s 68us/step - loss: 88456.1737 - mean_absolute_error: 254.7252 - val_loss: 148808.3337 - val_mean_absolute_error: 364.2246
Epoch 194/5000
148/148 [==============================] - 0s 68us/step - loss: 88408.9913 - mean_absolute_error: 254.6511 - val_loss: 148738.4431 - val_mean_absolute_error: 364.1339
Epoch 195/5000
148/148 [==============================] - 0s 74us/step - loss: 88363.0156 - mean_absolute_error: 254.5780 - val_loss: 148667.2400 - val_mean_absolute_error: 364.0415
Epoch 196/5000
148/148 [==============================] - 0s 74us/step - loss: 88314.9793 - mean_absolute_error: 254.5041 - val_loss: 148593.1894 - val_mean_absolute_error: 363.9455
Epoch 197/5000
148/148 [==============================] - 0s 68us/step - loss: 88264.9331 - mean_absolute_error: 254.4265 - val_loss: 148520.8337 - val_mean_absolute_error: 363.8512
Epoch 198/5000
148/148 [==============================] - 0s 74us/step - loss: 88216.3024 - mean_absolute_error: 254.3497 - val_loss: 148448.8894 - val_mean_absolute_error: 363.7580
Epoch 199/5000
148/148 [==============================] - 0s 74us/step - loss: 88168.0857 - mean_absolute_error: 254.2749 - val_loss: 148377.2569 - val_mean_absolute_error: 363.6652
Epoch 200/5000
148/148 [==============================] - 0s 61us/step - loss: 88119.4740 - mean_absolute_error: 254.1998 - val_loss: 148304.4375 - val_mean_absolute_error: 363.5712
Epoch 201/5000
148/148 [==============================] - 0s 68us/step - loss: 88071.4883 - mean_absolute_error: 254.1262 - val_loss: 148229.3000 - val_mean_absolute_error: 363.4742
Epoch 202/5000
148/148 [==============================] - 0s 74us/step - loss: 88022.6018 - mean_absolute_error: 254.0504 - val_loss: 148154.8350 - val_mean_absolute_error: 363.3780
Epoch 203/5000
148/148 [==============================] - 0s 68us/step - loss: 87973.0184 - mean_absolute_error: 253.9745 - val_loss: 148080.2256 - val_mean_absolute_error: 363.2813
Epoch 204/5000
148/148 [==============================] - 0s 74us/step - loss: 87924.9177 - mean_absolute_error: 253.9002 - val_loss: 148002.0825 - val_mean_absolute_error: 363.1799
Epoch 205/5000
148/148 [==============================] - 0s 81us/step - loss: 87874.2937 - mean_absolute_error: 253.8226 - val_loss: 147926.1306 - val_mean_absolute_error: 363.0811
Epoch 206/5000
148/148 [==============================] - 0s 61us/step - loss: 87824.7891 - mean_absolute_error: 253.7471 - val_loss: 147850.5113 - val_mean_absolute_error: 362.9827
Epoch 207/5000
148/148 [==============================] - 0s 68us/step - loss: 87774.3176 - mean_absolute_error: 253.6689 - val_loss: 147772.8625 - val_mean_absolute_error: 362.8820
Epoch 208/5000
148/148 [==============================] - 0s 74us/step - loss: 87724.6083 - mean_absolute_error: 253.5925 - val_loss: 147693.1281 - val_mean_absolute_error: 362.7788
Epoch 209/5000
148/148 [==============================] - 0s 68us/step - loss: 87674.0448 - mean_absolute_error: 253.5148 - val_loss: 147613.9756 - val_mean_absolute_error: 362.6763
Epoch 210/5000
148/148 [==============================] - 0s 74us/step - loss: 87621.2348 - mean_absolute_error: 253.4349 - val_loss: 147533.1700 - val_mean_absolute_error: 362.5716
Epoch 211/5000
148/148 [==============================] - 0s 68us/step - loss: 87569.9008 - mean_absolute_error: 253.3553 - val_loss: 147451.3431 - val_mean_absolute_error: 362.4656
Epoch 212/5000
148/148 [==============================] - 0s 68us/step - loss: 87517.8404 - mean_absolute_error: 253.2767 - val_loss: 147373.6562 - val_mean_absolute_error: 362.3647
Epoch 213/5000
148/148 [==============================] - 0s 61us/step - loss: 87467.3463 - mean_absolute_error: 253.1997 - val_loss: 147297.5344 - val_mean_absolute_error: 362.2654
Epoch 214/5000
148/148 [==============================] - 0s 81us/step - loss: 87415.9994 - mean_absolute_error: 253.1202 - val_loss: 147217.2681 - val_mean_absolute_error: 362.1615
Epoch 215/5000
148/148 [==============================] - 0s 68us/step - loss: 87364.0498 - mean_absolute_error: 253.0405 - val_loss: 147136.0344 - val_mean_absolute_error: 362.0563
Epoch 216/5000
148/148 [==============================] - 0s 74us/step - loss: 87310.0405 - mean_absolute_error: 252.9587 - val_loss: 147052.9581 - val_mean_absolute_error: 361.9488
Epoch 217/5000
148/148 [==============================] - 0s 74us/step - loss: 87255.3319 - mean_absolute_error: 252.8751 - val_loss: 146969.7044 - val_mean_absolute_error: 361.8406
Epoch 218/5000
148/148 [==============================] - 0s 68us/step - loss: 87202.5241 - mean_absolute_error: 252.7938 - val_loss: 146885.9587 - val_mean_absolute_error: 361.7319
Epoch 219/5000
148/148 [==============================] - 0s 61us/step - loss: 87149.3773 - mean_absolute_error: 252.7139 - val_loss: 146807.8294 - val_mean_absolute_error: 361.6302
Epoch 220/5000
148/148 [==============================] - 0s 68us/step - loss: 87097.9215 - mean_absolute_error: 252.6344 - val_loss: 146730.7288 - val_mean_absolute_error: 361.5294
Epoch 221/5000
148/148 [==============================] - 0s 74us/step - loss: 87046.4487 - mean_absolute_error: 252.5550 - val_loss: 146653.7913 - val_mean_absolute_error: 361.4289
Epoch 222/5000
148/148 [==============================] - 0s 68us/step - loss: 86996.4758 - mean_absolute_error: 252.4778 - val_loss: 146574.1550 - val_mean_absolute_error: 361.3249
Epoch 223/5000
148/148 [==============================] - 0s 68us/step - loss: 86944.2441 - mean_absolute_error: 252.3975 - val_loss: 146496.5300 - val_mean_absolute_error: 361.2234
Epoch 224/5000
148/148 [==============================] - 0s 68us/step - loss: 86892.4808 - mean_absolute_error: 252.3185 - val_loss: 146417.3100 - val_mean_absolute_error: 361.1203
Epoch 225/5000
148/148 [==============================] - 0s 74us/step - loss: 86841.1415 - mean_absolute_error: 252.2396 - val_loss: 146336.7881 - val_mean_absolute_error: 361.0154
Epoch 226/5000
148/148 [==============================] - 0s 74us/step - loss: 86787.6582 - mean_absolute_error: 252.1581 - val_loss: 146256.4581 - val_mean_absolute_error: 360.9104
Epoch 227/5000
148/148 [==============================] - 0s 68us/step - loss: 86735.5433 - mean_absolute_error: 252.0793 - val_loss: 146173.2963 - val_mean_absolute_error: 360.8017
Epoch 228/5000
148/148 [==============================] - 0s 61us/step - loss: 86680.3326 - mean_absolute_error: 251.9949 - val_loss: 146091.8831 - val_mean_absolute_error: 360.6952
Epoch 229/5000
148/148 [==============================] - 0s 81us/step - loss: 86627.3503 - mean_absolute_error: 251.9137 - val_loss: 146009.7119 - val_mean_absolute_error: 360.5880
Epoch 230/5000
148/148 [==============================] - 0s 81us/step - loss: 86573.5749 - mean_absolute_error: 251.8326 - val_loss: 145926.0969 - val_mean_absolute_error: 360.4790
Epoch 231/5000
148/148 [==============================] - 0s 68us/step - loss: 86519.0353 - mean_absolute_error: 251.7497 - val_loss: 145843.0075 - val_mean_absolute_error: 360.3708
Epoch 232/5000
148/148 [==============================] - 0s 68us/step - loss: 86463.3813 - mean_absolute_error: 251.6644 - val_loss: 145758.4450 - val_mean_absolute_error: 360.2606
Epoch 233/5000
148/148 [==============================] - 0s 74us/step - loss: 86408.5353 - mean_absolute_error: 251.5806 - val_loss: 145675.5487 - val_mean_absolute_error: 360.1520
Epoch 234/5000
148/148 [==============================] - 0s 74us/step - loss: 86353.3359 - mean_absolute_error: 251.4971 - val_loss: 145594.1306 - val_mean_absolute_error: 360.0456
Epoch 235/5000
148/148 [==============================] - 0s 68us/step - loss: 86299.9766 - mean_absolute_error: 251.4158 - val_loss: 145509.3931 - val_mean_absolute_error: 359.9349
Epoch 236/5000
148/148 [==============================] - 0s 74us/step - loss: 86244.6552 - mean_absolute_error: 251.3307 - val_loss: 145424.5975 - val_mean_absolute_error: 359.8242
Epoch 237/5000
148/148 [==============================] - 0s 68us/step - loss: 86189.8959 - mean_absolute_error: 251.2483 - val_loss: 145340.5575 - val_mean_absolute_error: 359.7142
Epoch 238/5000
148/148 [==============================] - 0s 68us/step - loss: 86136.3043 - mean_absolute_error: 251.1651 - val_loss: 145261.6000 - val_mean_absolute_error: 359.6107
Epoch 239/5000
148/148 [==============================] - 0s 68us/step - loss: 86083.4075 - mean_absolute_error: 251.0841 - val_loss: 145182.0819 - val_mean_absolute_error: 359.5068
Epoch 240/5000
148/148 [==============================] - 0s 74us/step - loss: 86032.2435 - mean_absolute_error: 251.0052 - val_loss: 145101.4937 - val_mean_absolute_error: 359.4011
Epoch 241/5000
148/148 [==============================] - 0s 68us/step - loss: 85979.2812 - mean_absolute_error: 250.9241 - val_loss: 145020.2238 - val_mean_absolute_error: 359.2947
Epoch 242/5000
148/148 [==============================] - 0s 68us/step - loss: 85926.1102 - mean_absolute_error: 250.8415 - val_loss: 144939.3594 - val_mean_absolute_error: 359.1886
Epoch 243/5000
148/148 [==============================] - 0s 74us/step - loss: 85876.0286 - mean_absolute_error: 250.7624 - val_loss: 144857.8431 - val_mean_absolute_error: 359.0816
Epoch 244/5000
148/148 [==============================] - 0s 61us/step - loss: 85821.9227 - mean_absolute_error: 250.6788 - val_loss: 144777.1744 - val_mean_absolute_error: 358.9754
Epoch 245/5000
148/148 [==============================] - 0s 68us/step - loss: 85769.6928 - mean_absolute_error: 250.5970 - val_loss: 144695.3087 - val_mean_absolute_error: 358.8677
Epoch 246/5000
148/148 [==============================] - 0s 68us/step - loss: 85716.1163 - mean_absolute_error: 250.5152 - val_loss: 144614.6294 - val_mean_absolute_error: 358.7614
Epoch 247/5000
148/148 [==============================] - 0s 68us/step - loss: 85665.2787 - mean_absolute_error: 250.4351 - val_loss: 144534.8712 - val_mean_absolute_error: 358.6561
Epoch 248/5000
148/148 [==============================] - 0s 74us/step - loss: 85612.5716 - mean_absolute_error: 250.3521 - val_loss: 144457.8144 - val_mean_absolute_error: 358.5536
Epoch 249/5000
148/148 [==============================] - 0s 68us/step - loss: 85561.9900 - mean_absolute_error: 250.2727 - val_loss: 144380.4806 - val_mean_absolute_error: 358.4511
Epoch 250/5000
148/148 [==============================] - 0s 68us/step - loss: 85508.5914 - mean_absolute_error: 250.1892 - val_loss: 144302.8675 - val_mean_absolute_error: 358.3485
Epoch 251/5000
148/148 [==============================] - 0s 74us/step - loss: 85457.8220 - mean_absolute_error: 250.1100 - val_loss: 144221.0887 - val_mean_absolute_error: 358.2405
Epoch 252/5000
148/148 [==============================] - 0s 74us/step - loss: 85404.3939 - mean_absolute_error: 250.0259 - val_loss: 144139.8094 - val_mean_absolute_error: 358.1333
Epoch 253/5000
148/148 [==============================] - 0s 74us/step - loss: 85350.2342 - mean_absolute_error: 249.9418 - val_loss: 144063.7250 - val_mean_absolute_error: 358.0323
Epoch 254/5000
148/148 [==============================] - 0s 68us/step - loss: 85299.3209 - mean_absolute_error: 249.8618 - val_loss: 143984.0169 - val_mean_absolute_error: 357.9270
Epoch 255/5000
148/148 [==============================] - 0s 74us/step - loss: 85247.4315 - mean_absolute_error: 249.7807 - val_loss: 143905.3600 - val_mean_absolute_error: 357.8231
Epoch 256/5000
148/148 [==============================] - 0s 74us/step - loss: 85195.4054 - mean_absolute_error: 249.6999 - val_loss: 143826.0506 - val_mean_absolute_error: 357.7180
Epoch 257/5000
148/148 [==============================] - 0s 68us/step - loss: 85141.8034 - mean_absolute_error: 249.6162 - val_loss: 143743.3369 - val_mean_absolute_error: 357.6083
Epoch 258/5000
148/148 [==============================] - 0s 74us/step - loss: 85089.0942 - mean_absolute_error: 249.5329 - val_loss: 143659.3525 - val_mean_absolute_error: 357.4972
Epoch 259/5000
148/148 [==============================] - 0s 61us/step - loss: 85033.7650 - mean_absolute_error: 249.4463 - val_loss: 143578.5744 - val_mean_absolute_error: 357.3904
Epoch 260/5000
148/148 [==============================] - 0s 68us/step - loss: 84981.3209 - mean_absolute_error: 249.3636 - val_loss: 143500.3094 - val_mean_absolute_error: 357.2869
Epoch 261/5000
148/148 [==============================] - 0s 68us/step - loss: 84930.0049 - mean_absolute_error: 249.2821 - val_loss: 143424.2844 - val_mean_absolute_error: 357.1861
Epoch 262/5000
148/148 [==============================] - 0s 68us/step - loss: 84879.6115 - mean_absolute_error: 249.2019 - val_loss: 143347.3813 - val_mean_absolute_error: 357.0849
Epoch 263/5000
148/148 [==============================] - 0s 68us/step - loss: 84828.5957 - mean_absolute_error: 249.1217 - val_loss: 143268.2006 - val_mean_absolute_error: 356.9801
Epoch 264/5000
148/148 [==============================] - 0s 74us/step - loss: 84777.2849 - mean_absolute_error: 249.0413 - val_loss: 143185.5225 - val_mean_absolute_error: 356.8706
Epoch 265/5000
148/148 [==============================] - 0s 74us/step - loss: 84721.9013 - mean_absolute_error: 248.9549 - val_loss: 143107.2475 - val_mean_absolute_error: 356.7668
Epoch 266/5000
148/148 [==============================] - 0s 68us/step - loss: 84670.7400 - mean_absolute_error: 248.8742 - val_loss: 143031.2181 - val_mean_absolute_error: 356.6663
Epoch 267/5000
148/148 [==============================] - 0s 68us/step - loss: 84621.4206 - mean_absolute_error: 248.7959 - val_loss: 142954.1475 - val_mean_absolute_error: 356.5641
Epoch 268/5000
148/148 [==============================] - 0s 68us/step - loss: 84570.5063 - mean_absolute_error: 248.7149 - val_loss: 142875.7062 - val_mean_absolute_error: 356.4600
Epoch 269/5000
148/148 [==============================] - 0s 95us/step - loss: 84519.4298 - mean_absolute_error: 248.6340 - val_loss: 142797.9231 - val_mean_absolute_error: 356.3566
Epoch 270/5000
148/148 [==============================] - 0s 88us/step - loss: 84467.0194 - mean_absolute_error: 248.5513 - val_loss: 142720.8012 - val_mean_absolute_error: 356.2540
Epoch 271/5000
148/148 [==============================] - 0s 95us/step - loss: 84417.4737 - mean_absolute_error: 248.4715 - val_loss: 142643.7544 - val_mean_absolute_error: 356.1516
Epoch 272/5000
148/148 [==============================] - 0s 95us/step - loss: 84367.6687 - mean_absolute_error: 248.3932 - val_loss: 142569.5419 - val_mean_absolute_error: 356.0527
Epoch 273/5000
148/148 [==============================] - 0s 95us/step - loss: 84317.6327 - mean_absolute_error: 248.3126 - val_loss: 142495.4031 - val_mean_absolute_error: 355.9536
Epoch 274/5000
148/148 [==============================] - 0s 101us/step - loss: 84267.7714 - mean_absolute_error: 248.2338 - val_loss: 142421.9044 - val_mean_absolute_error: 355.8551
Epoch 275/5000
148/148 [==============================] - 0s 88us/step - loss: 84218.5707 - mean_absolute_error: 248.1552 - val_loss: 142348.3656 - val_mean_absolute_error: 355.7565
Epoch 276/5000
148/148 [==============================] - 0s 95us/step - loss: 84170.1546 - mean_absolute_error: 248.0765 - val_loss: 142272.8106 - val_mean_absolute_error: 355.6555
Epoch 277/5000
148/148 [==============================] - 0s 95us/step - loss: 84119.8976 - mean_absolute_error: 247.9976 - val_loss: 142197.6706 - val_mean_absolute_error: 355.5553
Epoch 278/5000
148/148 [==============================] - 0s 101us/step - loss: 84069.3132 - mean_absolute_error: 247.9156 - val_loss: 142122.9056 - val_mean_absolute_error: 355.4557
Epoch 279/5000
148/148 [==============================] - 0s 95us/step - loss: 84019.2815 - mean_absolute_error: 247.8352 - val_loss: 142047.9331 - val_mean_absolute_error: 355.3555
Epoch 280/5000
148/148 [==============================] - 0s 95us/step - loss: 83969.6394 - mean_absolute_error: 247.7558 - val_loss: 141969.1181 - val_mean_absolute_error: 355.2501
Epoch 281/5000
148/148 [==============================] - 0s 95us/step - loss: 83916.4234 - mean_absolute_error: 247.6703 - val_loss: 141888.8131 - val_mean_absolute_error: 355.1429
Epoch 282/5000
148/148 [==============================] - 0s 95us/step - loss: 83864.6795 - mean_absolute_error: 247.5879 - val_loss: 141808.7356 - val_mean_absolute_error: 355.0359
Epoch 283/5000
148/148 [==============================] - 0s 88us/step - loss: 83813.0334 - mean_absolute_error: 247.5043 - val_loss: 141731.0381 - val_mean_absolute_error: 354.9322
Epoch 284/5000
148/148 [==============================] - 0s 88us/step - loss: 83760.4155 - mean_absolute_error: 247.4206 - val_loss: 141655.7162 - val_mean_absolute_error: 354.8315
Epoch 285/5000
148/148 [==============================] - 0s 95us/step - loss: 83710.1932 - mean_absolute_error: 247.3399 - val_loss: 141581.2037 - val_mean_absolute_error: 354.7312
Epoch 286/5000
148/148 [==============================] - 0s 95us/step - loss: 83660.0334 - mean_absolute_error: 247.2578 - val_loss: 141503.6431 - val_mean_absolute_error: 354.6272
Epoch 287/5000
148/148 [==============================] - 0s 95us/step - loss: 83607.4643 - mean_absolute_error: 247.1734 - val_loss: 141427.6731 - val_mean_absolute_error: 354.5255
Epoch 288/5000
148/148 [==============================] - 0s 95us/step - loss: 83554.5640 - mean_absolute_error: 247.0882 - val_loss: 141349.1525 - val_mean_absolute_error: 354.4204
Epoch 289/5000
148/148 [==============================] - 0s 68us/step - loss: 83502.6782 - mean_absolute_error: 247.0039 - val_loss: 141271.8844 - val_mean_absolute_error: 354.3169
Epoch 290/5000
148/148 [==============================] - 0s 74us/step - loss: 83450.9930 - mean_absolute_error: 246.9193 - val_loss: 141195.2194 - val_mean_absolute_error: 354.2140
Epoch 291/5000
148/148 [==============================] - 0s 68us/step - loss: 83399.0032 - mean_absolute_error: 246.8358 - val_loss: 141118.3394 - val_mean_absolute_error: 354.1109
Epoch 292/5000
148/148 [==============================] - 0s 68us/step - loss: 83345.9421 - mean_absolute_error: 246.7505 - val_loss: 141040.7094 - val_mean_absolute_error: 354.0064
Epoch 293/5000
148/148 [==============================] - 0s 74us/step - loss: 83292.2291 - mean_absolute_error: 246.6630 - val_loss: 140962.0256 - val_mean_absolute_error: 353.9014
Epoch 294/5000
148/148 [==============================] - 0s 74us/step - loss: 83239.4303 - mean_absolute_error: 246.5771 - val_loss: 140883.3119 - val_mean_absolute_error: 353.7966
Epoch 295/5000
148/148 [==============================] - 0s 68us/step - loss: 83186.0933 - mean_absolute_error: 246.4904 - val_loss: 140805.7563 - val_mean_absolute_error: 353.6930
Epoch 296/5000
148/148 [==============================] - 0s 68us/step - loss: 83136.0490 - mean_absolute_error: 246.4085 - val_loss: 140728.6406 - val_mean_absolute_error: 353.5898
Epoch 297/5000
148/148 [==============================] - 0s 74us/step - loss: 83082.5386 - mean_absolute_error: 246.3230 - val_loss: 140653.2812 - val_mean_absolute_error: 353.4889
Epoch 298/5000
148/148 [==============================] - 0s 68us/step - loss: 83033.2307 - mean_absolute_error: 246.2407 - val_loss: 140574.4163 - val_mean_absolute_error: 353.3832
Epoch 299/5000
148/148 [==============================] - 0s 61us/step - loss: 82980.1522 - mean_absolute_error: 246.1555 - val_loss: 140498.5262 - val_mean_absolute_error: 353.2811
Epoch 300/5000
148/148 [==============================] - 0s 74us/step - loss: 82928.5598 - mean_absolute_error: 246.0717 - val_loss: 140421.7563 - val_mean_absolute_error: 353.1778
Epoch 301/5000
148/148 [==============================] - 0s 74us/step - loss: 82877.9869 - mean_absolute_error: 245.9882 - val_loss: 140346.3169 - val_mean_absolute_error: 353.0764
Epoch 302/5000
148/148 [==============================] - 0s 74us/step - loss: 82828.9316 - mean_absolute_error: 245.9064 - val_loss: 140268.9069 - val_mean_absolute_error: 352.9718
Epoch 303/5000
148/148 [==============================] - 0s 68us/step - loss: 82777.4601 - mean_absolute_error: 245.8225 - val_loss: 140192.7675 - val_mean_absolute_error: 352.8690
Epoch 304/5000
148/148 [==============================] - 0s 68us/step - loss: 82727.7549 - mean_absolute_error: 245.7407 - val_loss: 140117.2750 - val_mean_absolute_error: 352.7667
Epoch 305/5000
148/148 [==============================] - 0s 81us/step - loss: 82676.5410 - mean_absolute_error: 245.6572 - val_loss: 140042.4912 - val_mean_absolute_error: 352.6655
Epoch 306/5000
148/148 [==============================] - 0s 61us/step - loss: 82628.5195 - mean_absolute_error: 245.5767 - val_loss: 139968.3588 - val_mean_absolute_error: 352.5654
Epoch 307/5000
148/148 [==============================] - 0s 68us/step - loss: 82579.1742 - mean_absolute_error: 245.4956 - val_loss: 139899.5656 - val_mean_absolute_error: 352.4725
Epoch 308/5000
148/148 [==============================] - 0s 68us/step - loss: 82533.3811 - mean_absolute_error: 245.4208 - val_loss: 139829.6288 - val_mean_absolute_error: 352.3774
Epoch 309/5000
148/148 [==============================] - 0s 74us/step - loss: 82486.2981 - mean_absolute_error: 245.3431 - val_loss: 139755.8600 - val_mean_absolute_error: 352.2777
Epoch 310/5000
148/148 [==============================] - 0s 68us/step - loss: 82436.5247 - mean_absolute_error: 245.2593 - val_loss: 139680.0463 - val_mean_absolute_error: 352.1750
Epoch 311/5000
148/148 [==============================] - 0s 68us/step - loss: 82386.8147 - mean_absolute_error: 245.1771 - val_loss: 139604.7644 - val_mean_absolute_error: 352.0731
Epoch 312/5000
148/148 [==============================] - 0s 68us/step - loss: 82337.0325 - mean_absolute_error: 245.0957 - val_loss: 139530.1175 - val_mean_absolute_error: 351.9720
Epoch 313/5000
148/148 [==============================] - 0s 74us/step - loss: 82288.4174 - mean_absolute_error: 245.0148 - val_loss: 139453.6531 - val_mean_absolute_error: 351.8687
Epoch 314/5000
148/148 [==============================] - 0s 74us/step - loss: 82237.1513 - mean_absolute_error: 244.9288 - val_loss: 139376.4956 - val_mean_absolute_error: 351.7646
Epoch 315/5000
148/148 [==============================] - 0s 81us/step - loss: 82185.3772 - mean_absolute_error: 244.8423 - val_loss: 139302.8275 - val_mean_absolute_error: 351.6649
Epoch 316/5000
148/148 [==============================] - 0s 88us/step - loss: 82135.2071 - mean_absolute_error: 244.7605 - val_loss: 139232.2681 - val_mean_absolute_error: 351.5691
Epoch 317/5000
148/148 [==============================] - 0s 74us/step - loss: 82088.2882 - mean_absolute_error: 244.6814 - val_loss: 139159.8550 - val_mean_absolute_error: 351.4710
Epoch 318/5000
148/148 [==============================] - 0s 74us/step - loss: 82039.2422 - mean_absolute_error: 244.6001 - val_loss: 139086.4156 - val_mean_absolute_error: 351.3712
Epoch 319/5000
148/148 [==============================] - 0s 74us/step - loss: 81989.6377 - mean_absolute_error: 244.5176 - val_loss: 139014.4256 - val_mean_absolute_error: 351.2725
Epoch 320/5000
148/148 [==============================] - 0s 74us/step - loss: 81940.1459 - mean_absolute_error: 244.4340 - val_loss: 138944.1519 - val_mean_absolute_error: 351.1759
Epoch 321/5000
148/148 [==============================] - 0s 81us/step - loss: 81891.3193 - mean_absolute_error: 244.3523 - val_loss: 138871.4231 - val_mean_absolute_error: 351.0769
Epoch 322/5000
148/148 [==============================] - 0s 61us/step - loss: 81841.3926 - mean_absolute_error: 244.2702 - val_loss: 138802.5656 - val_mean_absolute_error: 350.9831
Epoch 323/5000
148/148 [==============================] - 0s 74us/step - loss: 81796.4730 - mean_absolute_error: 244.1937 - val_loss: 138733.2350 - val_mean_absolute_error: 350.8888
Epoch 324/5000
148/148 [==============================] - 0s 74us/step - loss: 81748.5448 - mean_absolute_error: 244.1145 - val_loss: 138660.7712 - val_mean_absolute_error: 350.7905
Epoch 325/5000
148/148 [==============================] - 0s 74us/step - loss: 81699.7335 - mean_absolute_error: 244.0338 - val_loss: 138586.4525 - val_mean_absolute_error: 350.6897
Epoch 326/5000
148/148 [==============================] - 0s 68us/step - loss: 81650.8518 - mean_absolute_error: 243.9514 - val_loss: 138511.0194 - val_mean_absolute_error: 350.5871
Epoch 327/5000
148/148 [==============================] - 0s 74us/step - loss: 81598.8796 - mean_absolute_error: 243.8660 - val_loss: 138436.4525 - val_mean_absolute_error: 350.4856
Epoch 328/5000
148/148 [==============================] - 0s 74us/step - loss: 81549.9852 - mean_absolute_error: 243.7838 - val_loss: 138361.7056 - val_mean_absolute_error: 350.3839
Epoch 329/5000
148/148 [==============================] - 0s 68us/step - loss: 81498.9956 - mean_absolute_error: 243.6997 - val_loss: 138289.8581 - val_mean_absolute_error: 350.2862
Epoch 330/5000
148/148 [==============================] - 0s 74us/step - loss: 81450.7267 - mean_absolute_error: 243.6177 - val_loss: 138219.0894 - val_mean_absolute_error: 350.1901
Epoch 331/5000
148/148 [==============================] - 0s 74us/step - loss: 81402.2627 - mean_absolute_error: 243.5355 - val_loss: 138149.1187 - val_mean_absolute_error: 350.0944
Epoch 332/5000
148/148 [==============================] - 0s 61us/step - loss: 81354.5731 - mean_absolute_error: 243.4545 - val_loss: 138076.9325 - val_mean_absolute_error: 349.9962
Epoch 333/5000
148/148 [==============================] - 0s 74us/step - loss: 81306.5933 - mean_absolute_error: 243.3717 - val_loss: 138005.1388 - val_mean_absolute_error: 349.8985
Epoch 334/5000
148/148 [==============================] - 0s 81us/step - loss: 81258.3746 - mean_absolute_error: 243.2924 - val_loss: 137933.0494 - val_mean_absolute_error: 349.8000
Epoch 335/5000
148/148 [==============================] - 0s 61us/step - loss: 81209.6772 - mean_absolute_error: 243.2126 - val_loss: 137861.2781 - val_mean_absolute_error: 349.7022
Epoch 336/5000
148/148 [==============================] - 0s 68us/step - loss: 81163.1658 - mean_absolute_error: 243.1359 - val_loss: 137789.9106 - val_mean_absolute_error: 349.6049
Epoch 337/5000
148/148 [==============================] - 0s 81us/step - loss: 81115.2035 - mean_absolute_error: 243.0580 - val_loss: 137719.8238 - val_mean_absolute_error: 349.5091
Epoch 338/5000
148/148 [==============================] - 0s 74us/step - loss: 81068.5441 - mean_absolute_error: 242.9792 - val_loss: 137649.6850 - val_mean_absolute_error: 349.4132
Epoch 339/5000
148/148 [==============================] - 0s 68us/step - loss: 81019.6825 - mean_absolute_error: 242.9006 - val_loss: 137577.3475 - val_mean_absolute_error: 349.3143
Epoch 340/5000
148/148 [==============================] - 0s 81us/step - loss: 80972.4565 - mean_absolute_error: 242.8212 - val_loss: 137502.4562 - val_mean_absolute_error: 349.2120
Epoch 341/5000
148/148 [==============================] - 0s 95us/step - loss: 80922.9080 - mean_absolute_error: 242.7385 - val_loss: 137426.7744 - val_mean_absolute_error: 349.1086
Epoch 342/5000
148/148 [==============================] - 0s 68us/step - loss: 80873.0507 - mean_absolute_error: 242.6571 - val_loss: 137353.5550 - val_mean_absolute_error: 349.0089
Epoch 343/5000
148/148 [==============================] - 0s 68us/step - loss: 80824.5365 - mean_absolute_error: 242.5772 - val_loss: 137280.3525 - val_mean_absolute_error: 348.9092
Epoch 344/5000
148/148 [==============================] - 0s 74us/step - loss: 80776.4268 - mean_absolute_error: 242.4979 - val_loss: 137208.8888 - val_mean_absolute_error: 348.8118
Epoch 345/5000
148/148 [==============================] - 0s 74us/step - loss: 80729.6569 - mean_absolute_error: 242.4203 - val_loss: 137142.0113 - val_mean_absolute_error: 348.7203
Epoch 346/5000
148/148 [==============================] - 0s 61us/step - loss: 80683.8435 - mean_absolute_error: 242.3441 - val_loss: 137074.1913 - val_mean_absolute_error: 348.6266
Epoch 347/5000
148/148 [==============================] - 0s 74us/step - loss: 80637.1527 - mean_absolute_error: 242.2663 - val_loss: 137002.5988 - val_mean_absolute_error: 348.5281
Epoch 348/5000
148/148 [==============================] - 0s 68us/step - loss: 80589.6796 - mean_absolute_error: 242.1861 - val_loss: 136930.3531 - val_mean_absolute_error: 348.4290
Epoch 349/5000
148/148 [==============================] - 0s 68us/step - loss: 80540.9041 - mean_absolute_error: 242.1055 - val_loss: 136859.3894 - val_mean_absolute_error: 348.3318
Epoch 350/5000
148/148 [==============================] - 0s 74us/step - loss: 80493.0329 - mean_absolute_error: 242.0261 - val_loss: 136787.7112 - val_mean_absolute_error: 348.2336
Epoch 351/5000
148/148 [==============================] - 0s 74us/step - loss: 80445.2278 - mean_absolute_error: 241.9459 - val_loss: 136714.0100 - val_mean_absolute_error: 348.1332
Epoch 352/5000
148/148 [==============================] - 0s 74us/step - loss: 80396.3853 - mean_absolute_error: 241.8653 - val_loss: 136641.5719 - val_mean_absolute_error: 348.0340
Epoch 353/5000
148/148 [==============================] - 0s 74us/step - loss: 80348.9010 - mean_absolute_error: 241.7870 - val_loss: 136572.0675 - val_mean_absolute_error: 347.9387
Epoch 354/5000
148/148 [==============================] - 0s 68us/step - loss: 80302.4090 - mean_absolute_error: 241.7073 - val_loss: 136503.1019 - val_mean_absolute_error: 347.8440
Epoch 355/5000
148/148 [==============================] - 0s 68us/step - loss: 80252.8528 - mean_absolute_error: 241.6248 - val_loss: 136432.9544 - val_mean_absolute_error: 347.7479
Epoch 356/5000
148/148 [==============================] - 0s 68us/step - loss: 80206.0557 - mean_absolute_error: 241.5431 - val_loss: 136361.7150 - val_mean_absolute_error: 347.6503
Epoch 357/5000
148/148 [==============================] - 0s 81us/step - loss: 80154.7660 - mean_absolute_error: 241.4566 - val_loss: 136289.5363 - val_mean_absolute_error: 347.5513
Epoch 358/5000
148/148 [==============================] - 0s 74us/step - loss: 80105.2097 - mean_absolute_error: 241.3735 - val_loss: 136218.7031 - val_mean_absolute_error: 347.4538
Epoch 359/5000
148/148 [==============================] - 0s 81us/step - loss: 80058.0171 - mean_absolute_error: 241.2941 - val_loss: 136151.1363 - val_mean_absolute_error: 347.3613
Epoch 360/5000
148/148 [==============================] - 0s 68us/step - loss: 80011.6508 - mean_absolute_error: 241.2159 - val_loss: 136080.8275 - val_mean_absolute_error: 347.2651
Epoch 361/5000
148/148 [==============================] - 0s 81us/step - loss: 79965.2546 - mean_absolute_error: 241.1378 - val_loss: 136010.4694 - val_mean_absolute_error: 347.1688
Epoch 362/5000
148/148 [==============================] - 0s 74us/step - loss: 79918.8423 - mean_absolute_error: 241.0585 - val_loss: 135940.9388 - val_mean_absolute_error: 347.0740
Epoch 363/5000
148/148 [==============================] - 0s 68us/step - loss: 79871.5572 - mean_absolute_error: 240.9793 - val_loss: 135871.9050 - val_mean_absolute_error: 346.9796
Epoch 364/5000
148/148 [==============================] - 0s 74us/step - loss: 79824.8678 - mean_absolute_error: 240.9002 - val_loss: 135803.3731 - val_mean_absolute_error: 346.8850
Epoch 365/5000
148/148 [==============================] - 0s 68us/step - loss: 79779.4317 - mean_absolute_error: 240.8223 - val_loss: 135732.0200 - val_mean_absolute_error: 346.7870
Epoch 366/5000
148/148 [==============================] - 0s 74us/step - loss: 79731.3756 - mean_absolute_error: 240.7427 - val_loss: 135662.3950 - val_mean_absolute_error: 346.6917
Epoch 367/5000
148/148 [==============================] - 0s 74us/step - loss: 79684.2832 - mean_absolute_error: 240.6629 - val_loss: 135591.7075 - val_mean_absolute_error: 346.5952
Epoch 368/5000
148/148 [==============================] - 0s 74us/step - loss: 79637.0910 - mean_absolute_error: 240.5811 - val_loss: 135518.6144 - val_mean_absolute_error: 346.4953
Epoch 369/5000
148/148 [==============================] - 0s 74us/step - loss: 79588.0527 - mean_absolute_error: 240.4997 - val_loss: 135446.5000 - val_mean_absolute_error: 346.3969
Epoch 370/5000
148/148 [==============================] - 0s 68us/step - loss: 79540.3459 - mean_absolute_error: 240.4189 - val_loss: 135375.3519 - val_mean_absolute_error: 346.2995
Epoch 371/5000
148/148 [==============================] - 0s 74us/step - loss: 79492.0245 - mean_absolute_error: 240.3378 - val_loss: 135305.6181 - val_mean_absolute_error: 346.2035
Epoch 372/5000
148/148 [==============================] - 0s 81us/step - loss: 79444.7617 - mean_absolute_error: 240.2580 - val_loss: 135234.9894 - val_mean_absolute_error: 346.1066
Epoch 373/5000
148/148 [==============================] - 0s 68us/step - loss: 79397.6885 - mean_absolute_error: 240.1774 - val_loss: 135162.8538 - val_mean_absolute_error: 346.0077
Epoch 374/5000
148/148 [==============================] - 0s 68us/step - loss: 79349.3524 - mean_absolute_error: 240.0940 - val_loss: 135091.1019 - val_mean_absolute_error: 345.9092
Epoch 375/5000
148/148 [==============================] - 0s 74us/step - loss: 79300.0969 - mean_absolute_error: 240.0102 - val_loss: 135021.3750 - val_mean_absolute_error: 345.8127
Epoch 376/5000
148/148 [==============================] - 0s 74us/step - loss: 79252.7458 - mean_absolute_error: 239.9280 - val_loss: 134953.1400 - val_mean_absolute_error: 345.7180
Epoch 377/5000
148/148 [==============================] - 0s 68us/step - loss: 79206.4251 - mean_absolute_error: 239.8465 - val_loss: 134884.8219 - val_mean_absolute_error: 345.6235
Epoch 378/5000
148/148 [==============================] - 0s 68us/step - loss: 79158.9193 - mean_absolute_error: 239.7655 - val_loss: 134817.3206 - val_mean_absolute_error: 345.5302
Epoch 379/5000
148/148 [==============================] - 0s 88us/step - loss: 79113.4297 - mean_absolute_error: 239.6849 - val_loss: 134749.6688 - val_mean_absolute_error: 345.4370
Epoch 380/5000
148/148 [==============================] - 0s 74us/step - loss: 79066.9670 - mean_absolute_error: 239.6040 - val_loss: 134684.6019 - val_mean_absolute_error: 345.3473
Epoch 381/5000
148/148 [==============================] - 0s 68us/step - loss: 79022.6686 - mean_absolute_error: 239.5238 - val_loss: 134620.0038 - val_mean_absolute_error: 345.2580
Epoch 382/5000
148/148 [==============================] - 0s 81us/step - loss: 78978.0468 - mean_absolute_error: 239.4434 - val_loss: 134555.5875 - val_mean_absolute_error: 345.1682
Epoch 383/5000
148/148 [==============================] - 0s 68us/step - loss: 78931.9512 - mean_absolute_error: 239.3609 - val_loss: 134490.9119 - val_mean_absolute_error: 345.0785
Epoch 384/5000
148/148 [==============================] - 0s 68us/step - loss: 78886.5950 - mean_absolute_error: 239.2806 - val_loss: 134423.4925 - val_mean_absolute_error: 344.9849
Epoch 385/5000
148/148 [==============================] - 0s 74us/step - loss: 78839.7384 - mean_absolute_error: 239.1994 - val_loss: 134352.5581 - val_mean_absolute_error: 344.8872
Epoch 386/5000
148/148 [==============================] - 0s 68us/step - loss: 78791.2517 - mean_absolute_error: 239.1135 - val_loss: 134282.4781 - val_mean_absolute_error: 344.7909
Epoch 387/5000
148/148 [==============================] - 0s 74us/step - loss: 78744.4428 - mean_absolute_error: 239.0314 - val_loss: 134212.4813 - val_mean_absolute_error: 344.6952
Epoch 388/5000
148/148 [==============================] - 0s 68us/step - loss: 78696.7914 - mean_absolute_error: 238.9483 - val_loss: 134145.8488 - val_mean_absolute_error: 344.6036
Epoch 389/5000
148/148 [==============================] - 0s 74us/step - loss: 78650.3901 - mean_absolute_error: 238.8668 - val_loss: 134079.6212 - val_mean_absolute_error: 344.5122
Epoch 390/5000
148/148 [==============================] - 0s 81us/step - loss: 78605.2690 - mean_absolute_error: 238.7861 - val_loss: 134010.4981 - val_mean_absolute_error: 344.4166
Epoch 391/5000
148/148 [==============================] - 0s 68us/step - loss: 78557.5883 - mean_absolute_error: 238.7029 - val_loss: 133942.7794 - val_mean_absolute_error: 344.3229
Epoch 392/5000
148/148 [==============================] - 0s 68us/step - loss: 78511.7435 - mean_absolute_error: 238.6239 - val_loss: 133876.0612 - val_mean_absolute_error: 344.2304
Epoch 393/5000
148/148 [==============================] - 0s 74us/step - loss: 78467.2688 - mean_absolute_error: 238.5425 - val_loss: 133809.5031 - val_mean_absolute_error: 344.1383
Epoch 394/5000
148/148 [==============================] - 0s 68us/step - loss: 78422.3703 - mean_absolute_error: 238.4633 - val_loss: 133742.3469 - val_mean_absolute_error: 344.0461
Epoch 395/5000
148/148 [==============================] - 0s 74us/step - loss: 78375.6719 - mean_absolute_error: 238.3823 - val_loss: 133678.2225 - val_mean_absolute_error: 343.9578
Epoch 396/5000
148/148 [==============================] - 0s 74us/step - loss: 78331.6262 - mean_absolute_error: 238.3044 - val_loss: 133609.9800 - val_mean_absolute_error: 343.8637
Epoch 397/5000
148/148 [==============================] - 0s 61us/step - loss: 78285.3291 - mean_absolute_error: 238.2222 - val_loss: 133542.2581 - val_mean_absolute_error: 343.7703
Epoch 398/5000
148/148 [==============================] - 0s 61us/step - loss: 78240.0520 - mean_absolute_error: 238.1423 - val_loss: 133475.1981 - val_mean_absolute_error: 343.6776
Epoch 399/5000
148/148 [==============================] - 0s 68us/step - loss: 78193.7238 - mean_absolute_error: 238.0616 - val_loss: 133407.2588 - val_mean_absolute_error: 343.5838
Epoch 400/5000
148/148 [==============================] - 0s 74us/step - loss: 78147.5281 - mean_absolute_error: 237.9786 - val_loss: 133339.0794 - val_mean_absolute_error: 343.4895
Epoch 401/5000
148/148 [==============================] - 0s 68us/step - loss: 78099.3792 - mean_absolute_error: 237.8937 - val_loss: 133269.5487 - val_mean_absolute_error: 343.3936
Epoch 402/5000
148/148 [==============================] - 0s 68us/step - loss: 78051.7295 - mean_absolute_error: 237.8076 - val_loss: 133202.1869 - val_mean_absolute_error: 343.3000
Epoch 403/5000
148/148 [==============================] - 0s 68us/step - loss: 78005.4719 - mean_absolute_error: 237.7227 - val_loss: 133134.4381 - val_mean_absolute_error: 343.2059
Epoch 404/5000
148/148 [==============================] - 0s 81us/step - loss: 77957.4136 - mean_absolute_error: 237.6371 - val_loss: 133069.6762 - val_mean_absolute_error: 343.1162
Epoch 405/5000
148/148 [==============================] - 0s 68us/step - loss: 77912.5310 - mean_absolute_error: 237.5527 - val_loss: 133004.0506 - val_mean_absolute_error: 343.0253
Epoch 406/5000
148/148 [==============================] - 0s 74us/step - loss: 77866.5764 - mean_absolute_error: 237.4673 - val_loss: 132938.1950 - val_mean_absolute_error: 342.9339
Epoch 407/5000
148/148 [==============================] - 0s 68us/step - loss: 77821.6498 - mean_absolute_error: 237.3832 - val_loss: 132872.3438 - val_mean_absolute_error: 342.8424
Epoch 408/5000
148/148 [==============================] - 0s 68us/step - loss: 77774.4764 - mean_absolute_error: 237.2978 - val_loss: 132803.4050 - val_mean_absolute_error: 342.7467
Epoch 409/5000
148/148 [==============================] - 0s 68us/step - loss: 77726.3762 - mean_absolute_error: 237.2121 - val_loss: 132734.7256 - val_mean_absolute_error: 342.6512
Epoch 410/5000
148/148 [==============================] - 0s 68us/step - loss: 77681.1840 - mean_absolute_error: 237.1256 - val_loss: 132667.9637 - val_mean_absolute_error: 342.5582
Epoch 411/5000
148/148 [==============================] - 0s 74us/step - loss: 77633.5101 - mean_absolute_error: 237.0377 - val_loss: 132600.9556 - val_mean_absolute_error: 342.4649
Epoch 412/5000
148/148 [==============================] - 0s 68us/step - loss: 77587.5558 - mean_absolute_error: 236.9515 - val_loss: 132532.6419 - val_mean_absolute_error: 342.3696
Epoch 413/5000
148/148 [==============================] - 0s 68us/step - loss: 77539.3249 - mean_absolute_error: 236.8654 - val_loss: 132464.9119 - val_mean_absolute_error: 342.2752
Epoch 414/5000
148/148 [==============================] - 0s 81us/step - loss: 77494.0516 - mean_absolute_error: 236.7824 - val_loss: 132398.1550 - val_mean_absolute_error: 342.1821
Epoch 415/5000
148/148 [==============================] - 0s 68us/step - loss: 77448.9411 - mean_absolute_error: 236.6983 - val_loss: 132331.4813 - val_mean_absolute_error: 342.0892
Epoch 416/5000
148/148 [==============================] - 0s 74us/step - loss: 77403.2908 - mean_absolute_error: 236.6155 - val_loss: 132261.6700 - val_mean_absolute_error: 341.9918
Epoch 417/5000
148/148 [==============================] - 0s 74us/step - loss: 77356.3028 - mean_absolute_error: 236.5293 - val_loss: 132192.7938 - val_mean_absolute_error: 341.8952
Epoch 418/5000
148/148 [==============================] - 0s 74us/step - loss: 77309.0840 - mean_absolute_error: 236.4432 - val_loss: 132125.9706 - val_mean_absolute_error: 341.8017
Epoch 419/5000
148/148 [==============================] - 0s 68us/step - loss: 77261.8297 - mean_absolute_error: 236.3585 - val_loss: 132059.2600 - val_mean_absolute_error: 341.7085
Epoch 420/5000
148/148 [==============================] - 0s 68us/step - loss: 77216.4618 - mean_absolute_error: 236.2728 - val_loss: 131988.7075 - val_mean_absolute_error: 341.6099
Epoch 421/5000
148/148 [==============================] - 0s 74us/step - loss: 77167.8106 - mean_absolute_error: 236.1861 - val_loss: 131922.3569 - val_mean_absolute_error: 341.5172
Epoch 422/5000
148/148 [==============================] - 0s 68us/step - loss: 77122.5428 - mean_absolute_error: 236.1012 - val_loss: 131854.3612 - val_mean_absolute_error: 341.4223
Epoch 423/5000
148/148 [==============================] - 0s 74us/step - loss: 77075.6052 - mean_absolute_error: 236.0125 - val_loss: 131784.4163 - val_mean_absolute_error: 341.3249
Epoch 424/5000
148/148 [==============================] - 0s 68us/step - loss: 77027.9707 - mean_absolute_error: 235.9205 - val_loss: 131716.5619 - val_mean_absolute_error: 341.2299
Epoch 425/5000
148/148 [==============================] - 0s 74us/step - loss: 76978.6584 - mean_absolute_error: 235.8236 - val_loss: 131648.9838 - val_mean_absolute_error: 341.1353
Epoch 426/5000
148/148 [==============================] - 0s 61us/step - loss: 76929.6772 - mean_absolute_error: 235.7257 - val_loss: 131580.2225 - val_mean_absolute_error: 341.0390
Epoch 427/5000
148/148 [==============================] - 0s 74us/step - loss: 76882.4046 - mean_absolute_error: 235.6316 - val_loss: 131511.3781 - val_mean_absolute_error: 340.9425
Epoch 428/5000
148/148 [==============================] - 0s 74us/step - loss: 76833.3091 - mean_absolute_error: 235.5383 - val_loss: 131445.6988 - val_mean_absolute_error: 340.8502
Epoch 429/5000
148/148 [==============================] - 0s 68us/step - loss: 76788.2063 - mean_absolute_error: 235.4437 - val_loss: 131381.7563 - val_mean_absolute_error: 340.7600
Epoch 430/5000
148/148 [==============================] - 0s 74us/step - loss: 76743.2412 - mean_absolute_error: 235.3519 - val_loss: 131317.7638 - val_mean_absolute_error: 340.6698
Epoch 431/5000
148/148 [==============================] - 0s 68us/step - loss: 76697.6371 - mean_absolute_error: 235.2606 - val_loss: 131252.9138 - val_mean_absolute_error: 340.5786
Epoch 432/5000
148/148 [==============================] - 0s 68us/step - loss: 76651.2237 - mean_absolute_error: 235.1705 - val_loss: 131189.0156 - val_mean_absolute_error: 340.4887
Epoch 433/5000
148/148 [==============================] - 0s 74us/step - loss: 76605.4649 - mean_absolute_error: 235.0815 - val_loss: 131124.6619 - val_mean_absolute_error: 340.3974
Epoch 434/5000
148/148 [==============================] - 0s 74us/step - loss: 76559.3524 - mean_absolute_error: 234.9852 - val_loss: 131058.1000 - val_mean_absolute_error: 340.3030
Epoch 435/5000
148/148 [==============================] - 0s 61us/step - loss: 76512.1502 - mean_absolute_error: 234.8930 - val_loss: 130995.4981 - val_mean_absolute_error: 340.2138
Epoch 436/5000
148/148 [==============================] - 0s 74us/step - loss: 76467.1852 - mean_absolute_error: 234.8031 - val_loss: 130932.3550 - val_mean_absolute_error: 340.1244
Epoch 437/5000
148/148 [==============================] - 0s 68us/step - loss: 76422.0868 - mean_absolute_error: 234.7113 - val_loss: 130866.6369 - val_mean_absolute_error: 340.0317
Epoch 438/5000
148/148 [==============================] - 0s 61us/step - loss: 76376.4443 - mean_absolute_error: 234.6206 - val_loss: 130799.7088 - val_mean_absolute_error: 339.9374
Epoch 439/5000
148/148 [==============================] - 0s 74us/step - loss: 76329.5717 - mean_absolute_error: 234.5294 - val_loss: 130732.0338 - val_mean_absolute_error: 339.8422
Epoch 440/5000
148/148 [==============================] - 0s 61us/step - loss: 76282.9522 - mean_absolute_error: 234.4365 - val_loss: 130665.9469 - val_mean_absolute_error: 339.7487
Epoch 441/5000
148/148 [==============================] - 0s 68us/step - loss: 76236.0408 - mean_absolute_error: 234.3454 - val_loss: 130600.6894 - val_mean_absolute_error: 339.6565
Epoch 442/5000
148/148 [==============================] - 0s 68us/step - loss: 76191.3024 - mean_absolute_error: 234.2535 - val_loss: 130534.7744 - val_mean_absolute_error: 339.5634
Epoch 443/5000
148/148 [==============================] - 0s 74us/step - loss: 76143.9753 - mean_absolute_error: 234.1631 - val_loss: 130467.1325 - val_mean_absolute_error: 339.4679
Epoch 444/5000
148/148 [==============================] - 0s 68us/step - loss: 76097.9161 - mean_absolute_error: 234.0714 - val_loss: 130398.7925 - val_mean_absolute_error: 339.3713
Epoch 445/5000
148/148 [==============================] - 0s 68us/step - loss: 76051.1404 - mean_absolute_error: 233.9784 - val_loss: 130333.7937 - val_mean_absolute_error: 339.2787
Epoch 446/5000
148/148 [==============================] - 0s 68us/step - loss: 76005.1201 - mean_absolute_error: 233.8857 - val_loss: 130269.6094 - val_mean_absolute_error: 339.1873
Epoch 447/5000
148/148 [==============================] - 0s 61us/step - loss: 75959.4795 - mean_absolute_error: 233.7909 - val_loss: 130201.5437 - val_mean_absolute_error: 339.0905
Epoch 448/5000
148/148 [==============================] - 0s 74us/step - loss: 75911.5971 - mean_absolute_error: 233.6979 - val_loss: 130132.9238 - val_mean_absolute_error: 338.9933
Epoch 449/5000
148/148 [==============================] - 0s 81us/step - loss: 75864.9274 - mean_absolute_error: 233.6034 - val_loss: 130066.7806 - val_mean_absolute_error: 338.8997
Epoch 450/5000
148/148 [==============================] - 0s 74us/step - loss: 75819.0357 - mean_absolute_error: 233.5130 - val_loss: 130000.7137 - val_mean_absolute_error: 338.8064
Epoch 451/5000
148/148 [==============================] - 0s 68us/step - loss: 75772.5393 - mean_absolute_error: 233.4236 - val_loss: 129934.8550 - val_mean_absolute_error: 338.7133
Epoch 452/5000
148/148 [==============================] - 0s 68us/step - loss: 75726.8806 - mean_absolute_error: 233.3314 - val_loss: 129867.6069 - val_mean_absolute_error: 338.6181
Epoch 453/5000
148/148 [==============================] - 0s 68us/step - loss: 75678.1736 - mean_absolute_error: 233.2387 - val_loss: 129802.6337 - val_mean_absolute_error: 338.5262
Epoch 454/5000
148/148 [==============================] - 0s 68us/step - loss: 75632.2865 - mean_absolute_error: 233.1491 - val_loss: 129738.4012 - val_mean_absolute_error: 338.4350
Epoch 455/5000
148/148 [==============================] - 0s 68us/step - loss: 75588.3981 - mean_absolute_error: 233.0589 - val_loss: 129673.7075 - val_mean_absolute_error: 338.3430
Epoch 456/5000
148/148 [==============================] - 0s 74us/step - loss: 75542.6419 - mean_absolute_error: 232.9668 - val_loss: 129608.0875 - val_mean_absolute_error: 338.2499
Epoch 457/5000
148/148 [==============================] - 0s 68us/step - loss: 75495.9829 - mean_absolute_error: 232.8755 - val_loss: 129540.6331 - val_mean_absolute_error: 338.1541
Epoch 458/5000
148/148 [==============================] - 0s 68us/step - loss: 75449.7880 - mean_absolute_error: 232.7819 - val_loss: 129475.5819 - val_mean_absolute_error: 338.0618
Epoch 459/5000
148/148 [==============================] - 0s 68us/step - loss: 75403.5193 - mean_absolute_error: 232.6888 - val_loss: 129410.8231 - val_mean_absolute_error: 337.9695
Epoch 460/5000
148/148 [==============================] - 0s 68us/step - loss: 75357.6056 - mean_absolute_error: 232.5950 - val_loss: 129344.3794 - val_mean_absolute_error: 337.8749
Epoch 461/5000
148/148 [==============================] - 0s 74us/step - loss: 75310.7910 - mean_absolute_error: 232.5005 - val_loss: 129278.9987 - val_mean_absolute_error: 337.7815
Epoch 462/5000
148/148 [==============================] - 0s 74us/step - loss: 75264.5674 - mean_absolute_error: 232.4011 - val_loss: 129214.0969 - val_mean_absolute_error: 337.6883
Epoch 463/5000
148/148 [==============================] - 0s 68us/step - loss: 75216.8038 - mean_absolute_error: 232.2907 - val_loss: 129146.9056 - val_mean_absolute_error: 337.5927
Epoch 464/5000
148/148 [==============================] - 0s 68us/step - loss: 75168.8594 - mean_absolute_error: 232.1928 - val_loss: 129081.3094 - val_mean_absolute_error: 337.4995
Epoch 465/5000
148/148 [==============================] - 0s 74us/step - loss: 75122.4690 - mean_absolute_error: 232.0967 - val_loss: 129015.7038 - val_mean_absolute_error: 337.4064
Epoch 466/5000
148/148 [==============================] - 0s 68us/step - loss: 75076.1090 - mean_absolute_error: 231.9976 - val_loss: 128950.9500 - val_mean_absolute_error: 337.3146
Epoch 467/5000
148/148 [==============================] - 0s 74us/step - loss: 75029.4046 - mean_absolute_error: 231.8991 - val_loss: 128886.3169 - val_mean_absolute_error: 337.2232
Epoch 468/5000
148/148 [==============================] - 0s 68us/step - loss: 74983.0088 - mean_absolute_error: 231.8007 - val_loss: 128820.1481 - val_mean_absolute_error: 337.1293
Epoch 469/5000
148/148 [==============================] - 0s 74us/step - loss: 74936.9567 - mean_absolute_error: 231.7052 - val_loss: 128755.6738 - val_mean_absolute_error: 337.0376
Epoch 470/5000
148/148 [==============================] - 0s 74us/step - loss: 74891.2871 - mean_absolute_error: 231.6099 - val_loss: 128693.1119 - val_mean_absolute_error: 336.9485
Epoch 471/5000
148/148 [==============================] - 0s 74us/step - loss: 74846.2318 - mean_absolute_error: 231.5164 - val_loss: 128631.4675 - val_mean_absolute_error: 336.8603
Epoch 472/5000
148/148 [==============================] - 0s 74us/step - loss: 74801.8285 - mean_absolute_error: 231.4217 - val_loss: 128568.2344 - val_mean_absolute_error: 336.7690
Epoch 473/5000
148/148 [==============================] - 0s 68us/step - loss: 74755.7778 - mean_absolute_error: 231.3227 - val_loss: 128501.1775 - val_mean_absolute_error: 336.6726
Epoch 474/5000
148/148 [==============================] - 0s 74us/step - loss: 74708.3234 - mean_absolute_error: 231.2279 - val_loss: 128433.8438 - val_mean_absolute_error: 336.5765
Epoch 475/5000
148/148 [==============================] - 0s 68us/step - loss: 74661.8459 - mean_absolute_error: 231.1350 - val_loss: 128367.7487 - val_mean_absolute_error: 336.4820
Epoch 476/5000
148/148 [==============================] - 0s 74us/step - loss: 74613.0296 - mean_absolute_error: 231.0285 - val_loss: 128306.1225 - val_mean_absolute_error: 336.3931
Epoch 477/5000
148/148 [==============================] - 0s 68us/step - loss: 74563.3776 - mean_absolute_error: 230.9150 - val_loss: 128243.4800 - val_mean_absolute_error: 336.3023
Epoch 478/5000
148/148 [==============================] - 0s 74us/step - loss: 74515.5897 - mean_absolute_error: 230.8051 - val_loss: 128184.7825 - val_mean_absolute_error: 336.2158
Epoch 479/5000
148/148 [==============================] - 0s 68us/step - loss: 74467.9056 - mean_absolute_error: 230.6943 - val_loss: 128123.6625 - val_mean_absolute_error: 336.1269
Epoch 480/5000
148/148 [==============================] - 0s 68us/step - loss: 74416.8755 - mean_absolute_error: 230.5884 - val_loss: 128061.3262 - val_mean_absolute_error: 336.0370
Epoch 481/5000
148/148 [==============================] - 0s 74us/step - loss: 74368.4287 - mean_absolute_error: 230.4818 - val_loss: 127997.9069 - val_mean_absolute_error: 335.9458
Epoch 482/5000
148/148 [==============================] - 0s 68us/step - loss: 74321.1945 - mean_absolute_error: 230.3775 - val_loss: 127934.9144 - val_mean_absolute_error: 335.8552
Epoch 483/5000
148/148 [==============================] - 0s 68us/step - loss: 74273.8146 - mean_absolute_error: 230.2774 - val_loss: 127873.3700 - val_mean_absolute_error: 335.7668
Epoch 484/5000
148/148 [==============================] - 0s 68us/step - loss: 74227.6206 - mean_absolute_error: 230.1796 - val_loss: 127811.1194 - val_mean_absolute_error: 335.6779
Epoch 485/5000
148/148 [==============================] - 0s 68us/step - loss: 74182.4432 - mean_absolute_error: 230.0862 - val_loss: 127748.9994 - val_mean_absolute_error: 335.5896
Epoch 486/5000
148/148 [==============================] - 0s 68us/step - loss: 74136.1572 - mean_absolute_error: 229.9901 - val_loss: 127686.5356 - val_mean_absolute_error: 335.5003
Epoch 487/5000
148/148 [==============================] - 0s 68us/step - loss: 74091.5973 - mean_absolute_error: 229.8980 - val_loss: 127622.3188 - val_mean_absolute_error: 335.4087
Epoch 488/5000
148/148 [==============================] - 0s 74us/step - loss: 74046.5061 - mean_absolute_error: 229.8069 - val_loss: 127559.3469 - val_mean_absolute_error: 335.3183
Epoch 489/5000
148/148 [==============================] - 0s 68us/step - loss: 74000.1200 - mean_absolute_error: 229.7087 - val_loss: 127498.7988 - val_mean_absolute_error: 335.2312
Epoch 490/5000
148/148 [==============================] - 0s 74us/step - loss: 73956.6786 - mean_absolute_error: 229.6166 - val_loss: 127438.4894 - val_mean_absolute_error: 335.1444
Epoch 491/5000
148/148 [==============================] - 0s 68us/step - loss: 73912.0574 - mean_absolute_error: 229.5247 - val_loss: 127378.4375 - val_mean_absolute_error: 335.0581
Epoch 492/5000
148/148 [==============================] - 0s 68us/step - loss: 73867.4688 - mean_absolute_error: 229.4339 - val_loss: 127315.6719 - val_mean_absolute_error: 334.9681
Epoch 493/5000
148/148 [==============================] - 0s 68us/step - loss: 73823.1529 - mean_absolute_error: 229.3431 - val_loss: 127250.9100 - val_mean_absolute_error: 334.8749
Epoch 494/5000
148/148 [==============================] - 0s 68us/step - loss: 73778.3006 - mean_absolute_error: 229.2521 - val_loss: 127186.6913 - val_mean_absolute_error: 334.7825
Epoch 495/5000
148/148 [==============================] - 0s 68us/step - loss: 73732.3656 - mean_absolute_error: 229.1476 - val_loss: 127123.9219 - val_mean_absolute_error: 334.6914
Epoch 496/5000
148/148 [==============================] - 0s 74us/step - loss: 73681.2218 - mean_absolute_error: 229.0450 - val_loss: 127059.6706 - val_mean_absolute_error: 334.5984
Epoch 497/5000
148/148 [==============================] - 0s 61us/step - loss: 73634.7254 - mean_absolute_error: 228.9409 - val_loss: 126994.5338 - val_mean_absolute_error: 334.5048
Epoch 498/5000
148/148 [==============================] - 0s 68us/step - loss: 73587.3786 - mean_absolute_error: 228.8453 - val_loss: 126929.9487 - val_mean_absolute_error: 334.4116
Epoch 499/5000
148/148 [==============================] - 0s 74us/step - loss: 73541.1681 - mean_absolute_error: 228.7491 - val_loss: 126866.2000 - val_mean_absolute_error: 334.3196
Epoch 500/5000
148/148 [==============================] - 0s 74us/step - loss: 73495.4854 - mean_absolute_error: 228.6507 - val_loss: 126801.9381 - val_mean_absolute_error: 334.2271
Epoch 501/5000
148/148 [==============================] - 0s 61us/step - loss: 73448.4757 - mean_absolute_error: 228.5568 - val_loss: 126737.2006 - val_mean_absolute_error: 334.1339
Epoch 502/5000
148/148 [==============================] - 0s 74us/step - loss: 73403.2589 - mean_absolute_error: 228.4611 - val_loss: 126671.5900 - val_mean_absolute_error: 334.0393
Epoch 503/5000
148/148 [==============================] - 0s 74us/step - loss: 73356.7071 - mean_absolute_error: 228.3659 - val_loss: 126607.8406 - val_mean_absolute_error: 333.9475
Epoch 504/5000
148/148 [==============================] - 0s 74us/step - loss: 73312.7800 - mean_absolute_error: 228.2702 - val_loss: 126544.5156 - val_mean_absolute_error: 333.8562
Epoch 505/5000
148/148 [==============================] - 0s 68us/step - loss: 73266.7872 - mean_absolute_error: 228.1817 - val_loss: 126483.9381 - val_mean_absolute_error: 333.7685
Epoch 506/5000
148/148 [==============================] - 0s 68us/step - loss: 73222.6995 - mean_absolute_error: 228.0891 - val_loss: 126424.3075 - val_mean_absolute_error: 333.6814
Epoch 507/5000
148/148 [==============================] - 0s 74us/step - loss: 73179.2405 - mean_absolute_error: 227.9993 - val_loss: 126361.9394 - val_mean_absolute_error: 333.5907
Epoch 508/5000
148/148 [==============================] - 0s 68us/step - loss: 73134.0688 - mean_absolute_error: 227.9091 - val_loss: 126297.7200 - val_mean_absolute_error: 333.4977
Epoch 509/5000
148/148 [==============================] - 0s 74us/step - loss: 73087.4605 - mean_absolute_error: 227.8174 - val_loss: 126232.8769 - val_mean_absolute_error: 333.4036
Epoch 510/5000
148/148 [==============================] - 0s 74us/step - loss: 73040.3525 - mean_absolute_error: 227.7287 - val_loss: 126167.3556 - val_mean_absolute_error: 333.3092
Epoch 511/5000
148/148 [==============================] - 0s 68us/step - loss: 72993.6092 - mean_absolute_error: 227.6394 - val_loss: 126103.6981 - val_mean_absolute_error: 333.2173
Epoch 512/5000
148/148 [==============================] - 0s 68us/step - loss: 72946.5790 - mean_absolute_error: 227.5527 - val_loss: 126039.1481 - val_mean_absolute_error: 333.1241
Epoch 513/5000
148/148 [==============================] - 0s 88us/step - loss: 72900.4037 - mean_absolute_error: 227.4666 - val_loss: 125972.7544 - val_mean_absolute_error: 333.0282
Epoch 514/5000
148/148 [==============================] - 0s 88us/step - loss: 72854.7494 - mean_absolute_error: 227.3808 - val_loss: 125906.1094 - val_mean_absolute_error: 332.9312
Epoch 515/5000
148/148 [==============================] - 0s 68us/step - loss: 72807.8036 - mean_absolute_error: 227.2963 - val_loss: 125841.6044 - val_mean_absolute_error: 332.8374
Epoch 516/5000
148/148 [==============================] - 0s 68us/step - loss: 72762.3858 - mean_absolute_error: 227.2155 - val_loss: 125779.1519 - val_mean_absolute_error: 332.7469
Epoch 517/5000
148/148 [==============================] - 0s 74us/step - loss: 72717.9734 - mean_absolute_error: 227.1378 - val_loss: 125714.5606 - val_mean_absolute_error: 332.6535
Epoch 518/5000
148/148 [==============================] - 0s 68us/step - loss: 72672.3847 - mean_absolute_error: 227.0609 - val_loss: 125649.4069 - val_mean_absolute_error: 332.5589
Epoch 519/5000
148/148 [==============================] - 0s 68us/step - loss: 72626.7243 - mean_absolute_error: 226.9811 - val_loss: 125584.4500 - val_mean_absolute_error: 332.4649
Epoch 520/5000
148/148 [==============================] - 0s 74us/step - loss: 72580.1199 - mean_absolute_error: 226.9010 - val_loss: 125520.8981 - val_mean_absolute_error: 332.3724
Epoch 521/5000
148/148 [==============================] - 0s 74us/step - loss: 72535.1927 - mean_absolute_error: 226.8273 - val_loss: 125460.0744 - val_mean_absolute_error: 332.2836
Epoch 522/5000
148/148 [==============================] - 0s 68us/step - loss: 72491.8073 - mean_absolute_error: 226.7599 - val_loss: 125399.1069 - val_mean_absolute_error: 332.1945
Epoch 523/5000
148/148 [==============================] - 0s 74us/step - loss: 72444.9646 - mean_absolute_error: 226.6864 - val_loss: 125337.0169 - val_mean_absolute_error: 332.1041
Epoch 524/5000
148/148 [==============================] - 0s 61us/step - loss: 72400.2245 - mean_absolute_error: 226.6132 - val_loss: 125274.0475 - val_mean_absolute_error: 332.0124
Epoch 525/5000
148/148 [==============================] - 0s 68us/step - loss: 72355.1873 - mean_absolute_error: 226.5399 - val_loss: 125208.7444 - val_mean_absolute_error: 331.9176
Epoch 526/5000
148/148 [==============================] - 0s 74us/step - loss: 72307.5839 - mean_absolute_error: 226.4641 - val_loss: 125141.6875 - val_mean_absolute_error: 331.8205
Epoch 527/5000
148/148 [==============================] - 0s 68us/step - loss: 72261.4638 - mean_absolute_error: 226.3873 - val_loss: 125075.3219 - val_mean_absolute_error: 331.7244
Epoch 528/5000
148/148 [==============================] - 0s 81us/step - loss: 72215.0614 - mean_absolute_error: 226.3086 - val_loss: 125011.0725 - val_mean_absolute_error: 331.6310
Epoch 529/5000
148/148 [==============================] - 0s 74us/step - loss: 72170.2095 - mean_absolute_error: 226.2394 - val_loss: 124947.3281 - val_mean_absolute_error: 331.5379
Epoch 530/5000
148/148 [==============================] - 0s 68us/step - loss: 72124.9592 - mean_absolute_error: 226.1756 - val_loss: 124887.5106 - val_mean_absolute_error: 331.4495
Epoch 531/5000
148/148 [==============================] - 0s 68us/step - loss: 72078.0681 - mean_absolute_error: 226.0989 - val_loss: 124826.3956 - val_mean_absolute_error: 331.3599
Epoch 532/5000
148/148 [==============================] - 0s 61us/step - loss: 72033.5040 - mean_absolute_error: 226.0284 - val_loss: 124762.9200 - val_mean_absolute_error: 331.2671
Epoch 533/5000
148/148 [==============================] - 0s 74us/step - loss: 71987.1710 - mean_absolute_error: 225.9533 - val_loss: 124699.4812 - val_mean_absolute_error: 331.1744
Epoch 534/5000
148/148 [==============================] - 0s 61us/step - loss: 71942.4078 - mean_absolute_error: 225.8808 - val_loss: 124636.7531 - val_mean_absolute_error: 331.0825
Epoch 535/5000
148/148 [==============================] - 0s 74us/step - loss: 71898.6485 - mean_absolute_error: 225.8086 - val_loss: 124574.5769 - val_mean_absolute_error: 330.9915
Epoch 536/5000
148/148 [==============================] - 0s 68us/step - loss: 71853.9802 - mean_absolute_error: 225.7347 - val_loss: 124510.8256 - val_mean_absolute_error: 330.8988
Epoch 537/5000
148/148 [==============================] - 0s 68us/step - loss: 71808.8309 - mean_absolute_error: 225.6611 - val_loss: 124447.1438 - val_mean_absolute_error: 330.8061
Epoch 538/5000
148/148 [==============================] - 0s 68us/step - loss: 71764.3851 - mean_absolute_error: 225.5831 - val_loss: 124383.2519 - val_mean_absolute_error: 330.7128
Epoch 539/5000
148/148 [==============================] - 0s 74us/step - loss: 71720.5992 - mean_absolute_error: 225.5110 - val_loss: 124318.7737 - val_mean_absolute_error: 330.6185
Epoch 540/5000
148/148 [==============================] - 0s 68us/step - loss: 71674.7392 - mean_absolute_error: 225.4365 - val_loss: 124255.0688 - val_mean_absolute_error: 330.5251
Epoch 541/5000
148/148 [==============================] - 0s 74us/step - loss: 71630.1366 - mean_absolute_error: 225.3690 - val_loss: 124193.1512 - val_mean_absolute_error: 330.4329
Epoch 542/5000
148/148 [==============================] - 0s 74us/step - loss: 71581.8635 - mean_absolute_error: 225.3024 - val_loss: 124131.8569 - val_mean_absolute_error: 330.3425
Epoch 543/5000
148/148 [==============================] - 0s 68us/step - loss: 71537.4121 - mean_absolute_error: 225.2313 - val_loss: 124070.6000 - val_mean_absolute_error: 330.2528
Epoch 544/5000
148/148 [==============================] - 0s 74us/step - loss: 71493.9007 - mean_absolute_error: 225.1718 - val_loss: 124011.9631 - val_mean_absolute_error: 330.1665
Epoch 545/5000
148/148 [==============================] - 0s 74us/step - loss: 71449.9983 - mean_absolute_error: 225.1002 - val_loss: 123952.5788 - val_mean_absolute_error: 330.0793
Epoch 546/5000
148/148 [==============================] - 0s 74us/step - loss: 71406.9357 - mean_absolute_error: 225.0320 - val_loss: 123893.9487 - val_mean_absolute_error: 329.9924
Epoch 547/5000
148/148 [==============================] - 0s 68us/step - loss: 71364.0121 - mean_absolute_error: 224.9608 - val_loss: 123833.9187 - val_mean_absolute_error: 329.9038
Epoch 548/5000
148/148 [==============================] - 0s 68us/step - loss: 71321.5254 - mean_absolute_error: 224.8886 - val_loss: 123771.8156 - val_mean_absolute_error: 329.8127
Epoch 549/5000
148/148 [==============================] - 0s 74us/step - loss: 71277.0481 - mean_absolute_error: 224.8202 - val_loss: 123710.2800 - val_mean_absolute_error: 329.7226
Epoch 550/5000
148/148 [==============================] - 0s 74us/step - loss: 71234.7753 - mean_absolute_error: 224.7568 - val_loss: 123650.9394 - val_mean_absolute_error: 329.6353
Epoch 551/5000
148/148 [==============================] - 0s 61us/step - loss: 71191.2430 - mean_absolute_error: 224.6870 - val_loss: 123588.6906 - val_mean_absolute_error: 329.5434
Epoch 552/5000
148/148 [==============================] - 0s 74us/step - loss: 71147.2635 - mean_absolute_error: 224.6164 - val_loss: 123524.7575 - val_mean_absolute_error: 329.4488
Epoch 553/5000
148/148 [==============================] - 0s 74us/step - loss: 71103.8619 - mean_absolute_error: 224.5474 - val_loss: 123461.7131 - val_mean_absolute_error: 329.3557
Epoch 554/5000
148/148 [==============================] - 0s 68us/step - loss: 71059.5370 - mean_absolute_error: 224.4776 - val_loss: 123400.4519 - val_mean_absolute_error: 329.2655
Epoch 555/5000
148/148 [==============================] - 0s 74us/step - loss: 71015.7755 - mean_absolute_error: 224.4140 - val_loss: 123338.6631 - val_mean_absolute_error: 329.1749
Epoch 556/5000
148/148 [==============================] - 0s 68us/step - loss: 70970.3479 - mean_absolute_error: 224.3452 - val_loss: 123274.7663 - val_mean_absolute_error: 329.0816
Epoch 557/5000
148/148 [==============================] - 0s 61us/step - loss: 70925.9737 - mean_absolute_error: 224.2833 - val_loss: 123213.5712 - val_mean_absolute_error: 328.9919
Epoch 558/5000
148/148 [==============================] - 0s 68us/step - loss: 70883.7757 - mean_absolute_error: 224.2242 - val_loss: 123152.3525 - val_mean_absolute_error: 328.9022
Epoch 559/5000
148/148 [==============================] - 0s 74us/step - loss: 70841.5006 - mean_absolute_error: 224.1580 - val_loss: 123092.5694 - val_mean_absolute_error: 328.8145
Epoch 560/5000
148/148 [==============================] - 0s 68us/step - loss: 70800.3346 - mean_absolute_error: 224.0920 - val_loss: 123031.9194 - val_mean_absolute_error: 328.7256
Epoch 561/5000
148/148 [==============================] - 0s 68us/step - loss: 70757.0457 - mean_absolute_error: 224.0200 - val_loss: 122971.8150 - val_mean_absolute_error: 328.6367
Epoch 562/5000
148/148 [==============================] - 0s 74us/step - loss: 70715.0724 - mean_absolute_error: 223.9607 - val_loss: 122910.1831 - val_mean_absolute_error: 328.5457
Epoch 563/5000
148/148 [==============================] - 0s 61us/step - loss: 70669.8418 - mean_absolute_error: 223.8864 - val_loss: 122848.4619 - val_mean_absolute_error: 328.4544
Epoch 564/5000
148/148 [==============================] - 0s 68us/step - loss: 70625.9819 - mean_absolute_error: 223.8368 - val_loss: 122789.2856 - val_mean_absolute_error: 328.3657
Epoch 565/5000
148/148 [==============================] - 0s 74us/step - loss: 70578.7812 - mean_absolute_error: 223.7880 - val_loss: 122727.2188 - val_mean_absolute_error: 328.2739
Epoch 566/5000
148/148 [==============================] - 0s 68us/step - loss: 70532.1115 - mean_absolute_error: 223.7163 - val_loss: 122663.2487 - val_mean_absolute_error: 328.1795
Epoch 567/5000
148/148 [==============================] - 0s 68us/step - loss: 70488.3499 - mean_absolute_error: 223.6670 - val_loss: 122601.7388 - val_mean_absolute_error: 328.0880
Epoch 568/5000
148/148 [==============================] - 0s 68us/step - loss: 70442.0523 - mean_absolute_error: 223.6042 - val_loss: 122539.8475 - val_mean_absolute_error: 327.9962
Epoch 569/5000
148/148 [==============================] - 0s 68us/step - loss: 70398.2103 - mean_absolute_error: 223.5389 - val_loss: 122475.9637 - val_mean_absolute_error: 327.9020
Epoch 570/5000
148/148 [==============================] - 0s 68us/step - loss: 70353.2953 - mean_absolute_error: 223.4676 - val_loss: 122414.9763 - val_mean_absolute_error: 327.8121
Epoch 571/5000
148/148 [==============================] - 0s 74us/step - loss: 70311.6478 - mean_absolute_error: 223.3979 - val_loss: 122353.7181 - val_mean_absolute_error: 327.7221
Epoch 572/5000
148/148 [==============================] - 0s 61us/step - loss: 70269.2741 - mean_absolute_error: 223.3287 - val_loss: 122293.1794 - val_mean_absolute_error: 327.6329
Epoch 573/5000
148/148 [==============================] - 0s 61us/step - loss: 70226.7015 - mean_absolute_error: 223.2584 - val_loss: 122231.7675 - val_mean_absolute_error: 327.5424
Epoch 574/5000
148/148 [==============================] - 0s 74us/step - loss: 70184.7071 - mean_absolute_error: 223.1887 - val_loss: 122169.9431 - val_mean_absolute_error: 327.4516
Epoch 575/5000
148/148 [==============================] - 0s 61us/step - loss: 70142.4718 - mean_absolute_error: 223.1192 - val_loss: 122108.1431 - val_mean_absolute_error: 327.3600
Epoch 576/5000
148/148 [==============================] - 0s 61us/step - loss: 70099.7050 - mean_absolute_error: 223.0459 - val_loss: 122044.1650 - val_mean_absolute_error: 327.2655
Epoch 577/5000
148/148 [==============================] - 0s 74us/step - loss: 70056.0708 - mean_absolute_error: 222.9744 - val_loss: 121978.1812 - val_mean_absolute_error: 327.1685
Epoch 578/5000
148/148 [==============================] - 0s 74us/step - loss: 70010.9015 - mean_absolute_error: 222.8969 - val_loss: 121911.8894 - val_mean_absolute_error: 327.0710
Epoch 579/5000
148/148 [==============================] - 0s 68us/step - loss: 69966.5947 - mean_absolute_error: 222.8191 - val_loss: 121846.9987 - val_mean_absolute_error: 326.9751
Epoch 580/5000
148/148 [==============================] - 0s 68us/step - loss: 69922.7241 - mean_absolute_error: 222.7480 - val_loss: 121783.1138 - val_mean_absolute_error: 326.8809
Epoch 581/5000
148/148 [==============================] - 0s 68us/step - loss: 69878.6345 - mean_absolute_error: 222.6755 - val_loss: 121720.0663 - val_mean_absolute_error: 326.7880
Epoch 582/5000
148/148 [==============================] - 0s 68us/step - loss: 69836.6836 - mean_absolute_error: 222.6054 - val_loss: 121654.4944 - val_mean_absolute_error: 326.6914
Epoch 583/5000
148/148 [==============================] - 0s 68us/step - loss: 69792.6306 - mean_absolute_error: 222.5308 - val_loss: 121592.1969 - val_mean_absolute_error: 326.5996
Epoch 584/5000
148/148 [==============================] - 0s 68us/step - loss: 69750.8392 - mean_absolute_error: 222.4595 - val_loss: 121531.4456 - val_mean_absolute_error: 326.5102
Epoch 585/5000
148/148 [==============================] - 0s 68us/step - loss: 69709.1147 - mean_absolute_error: 222.3872 - val_loss: 121470.6837 - val_mean_absolute_error: 326.4208
Epoch 586/5000
148/148 [==============================] - 0s 74us/step - loss: 69666.8817 - mean_absolute_error: 222.3182 - val_loss: 121409.0619 - val_mean_absolute_error: 326.3296
Epoch 587/5000
148/148 [==============================] - 0s 74us/step - loss: 69624.2184 - mean_absolute_error: 222.2478 - val_loss: 121346.5381 - val_mean_absolute_error: 326.2374
Epoch 588/5000
148/148 [==============================] - 0s 68us/step - loss: 69581.2584 - mean_absolute_error: 222.1789 - val_loss: 121281.1319 - val_mean_absolute_error: 326.1412
Epoch 589/5000
148/148 [==============================] - 0s 74us/step - loss: 69537.3940 - mean_absolute_error: 222.1047 - val_loss: 121214.8150 - val_mean_absolute_error: 326.0437
Epoch 590/5000
148/148 [==============================] - 0s 68us/step - loss: 69492.3263 - mean_absolute_error: 222.0294 - val_loss: 121149.7475 - val_mean_absolute_error: 325.9481
Epoch 591/5000
148/148 [==============================] - 0s 61us/step - loss: 69449.1831 - mean_absolute_error: 221.9575 - val_loss: 121086.9281 - val_mean_absolute_error: 325.8555
Epoch 592/5000
148/148 [==============================] - 0s 68us/step - loss: 69406.6350 - mean_absolute_error: 221.8870 - val_loss: 121026.6087 - val_mean_absolute_error: 325.7664
Epoch 593/5000
148/148 [==============================] - 0s 74us/step - loss: 69366.2931 - mean_absolute_error: 221.8227 - val_loss: 120968.2563 - val_mean_absolute_error: 325.6794
Epoch 594/5000
148/148 [==============================] - 0s 68us/step - loss: 69325.8163 - mean_absolute_error: 221.7536 - val_loss: 120909.6350 - val_mean_absolute_error: 325.5919
Epoch 595/5000
148/148 [==============================] - 0s 68us/step - loss: 69284.6136 - mean_absolute_error: 221.6883 - val_loss: 120850.7375 - val_mean_absolute_error: 325.5045
Epoch 596/5000
148/148 [==============================] - 0s 68us/step - loss: 69243.5706 - mean_absolute_error: 221.6175 - val_loss: 120791.2619 - val_mean_absolute_error: 325.4160
Epoch 597/5000
148/148 [==============================] - 0s 74us/step - loss: 69201.7955 - mean_absolute_error: 221.5530 - val_loss: 120733.0175 - val_mean_absolute_error: 325.3293
Epoch 598/5000
148/148 [==============================] - 0s 68us/step - loss: 69161.1337 - mean_absolute_error: 221.4885 - val_loss: 120670.4956 - val_mean_absolute_error: 325.2365
Epoch 599/5000
148/148 [==============================] - 0s 74us/step - loss: 69116.7097 - mean_absolute_error: 221.4172 - val_loss: 120608.6300 - val_mean_absolute_error: 325.1447
Epoch 600/5000
148/148 [==============================] - 0s 74us/step - loss: 69074.5140 - mean_absolute_error: 221.3571 - val_loss: 120548.4000 - val_mean_absolute_error: 325.0544
Epoch 601/5000
148/148 [==============================] - 0s 61us/step - loss: 69030.8812 - mean_absolute_error: 221.3044 - val_loss: 120489.8412 - val_mean_absolute_error: 324.9666
Epoch 602/5000
148/148 [==============================] - 0s 68us/step - loss: 68988.3724 - mean_absolute_error: 221.2436 - val_loss: 120428.6181 - val_mean_absolute_error: 324.8756
Epoch 603/5000
148/148 [==============================] - 0s 74us/step - loss: 68944.3746 - mean_absolute_error: 221.1747 - val_loss: 120366.0481 - val_mean_absolute_error: 324.7824
Epoch 604/5000
148/148 [==============================] - 0s 68us/step - loss: 68901.6804 - mean_absolute_error: 221.1086 - val_loss: 120303.2850 - val_mean_absolute_error: 324.6887
Epoch 605/5000
148/148 [==============================] - 0s 74us/step - loss: 68858.9217 - mean_absolute_error: 221.0424 - val_loss: 120239.2731 - val_mean_absolute_error: 324.5926
Epoch 606/5000
148/148 [==============================] - 0s 74us/step - loss: 68816.5804 - mean_absolute_error: 220.9748 - val_loss: 120175.5019 - val_mean_absolute_error: 324.4975
Epoch 607/5000
148/148 [==============================] - 0s 68us/step - loss: 68772.7005 - mean_absolute_error: 220.9043 - val_loss: 120114.9081 - val_mean_absolute_error: 324.4072
Epoch 608/5000
148/148 [==============================] - 0s 68us/step - loss: 68731.5820 - mean_absolute_error: 220.8354 - val_loss: 120052.9425 - val_mean_absolute_error: 324.3151
Epoch 609/5000
148/148 [==============================] - 0s 68us/step - loss: 68690.0314 - mean_absolute_error: 220.7692 - val_loss: 119991.0931 - val_mean_absolute_error: 324.2234
Epoch 610/5000
148/148 [==============================] - 0s 68us/step - loss: 68647.6636 - mean_absolute_error: 220.7010 - val_loss: 119932.0875 - val_mean_absolute_error: 324.1358
Epoch 611/5000
148/148 [==============================] - 0s 68us/step - loss: 68608.0125 - mean_absolute_error: 220.6351 - val_loss: 119873.4388 - val_mean_absolute_error: 324.0487
Epoch 612/5000
148/148 [==============================] - 0s 74us/step - loss: 68568.3080 - mean_absolute_error: 220.5703 - val_loss: 119812.9056 - val_mean_absolute_error: 323.9590
Epoch 613/5000
148/148 [==============================] - 0s 74us/step - loss: 68527.3085 - mean_absolute_error: 220.5036 - val_loss: 119751.6163 - val_mean_absolute_error: 323.8682
Epoch 614/5000
148/148 [==============================] - 0s 61us/step - loss: 68485.8852 - mean_absolute_error: 220.4348 - val_loss: 119689.7012 - val_mean_absolute_error: 323.7762
Epoch 615/5000
148/148 [==============================] - 0s 74us/step - loss: 68443.6109 - mean_absolute_error: 220.3633 - val_loss: 119629.0306 - val_mean_absolute_error: 323.6858
Epoch 616/5000
148/148 [==============================] - 0s 68us/step - loss: 68403.0954 - mean_absolute_error: 220.2999 - val_loss: 119568.4837 - val_mean_absolute_error: 323.5949
Epoch 617/5000
148/148 [==============================] - 0s 68us/step - loss: 68362.6486 - mean_absolute_error: 220.2328 - val_loss: 119506.1738 - val_mean_absolute_error: 323.5014
Epoch 618/5000
148/148 [==============================] - 0s 68us/step - loss: 68320.8231 - mean_absolute_error: 220.1700 - val_loss: 119445.7850 - val_mean_absolute_error: 323.4104
Epoch 619/5000
148/148 [==============================] - 0s 68us/step - loss: 68279.5458 - mean_absolute_error: 220.0992 - val_loss: 119383.6831 - val_mean_absolute_error: 323.3173
Epoch 620/5000
148/148 [==============================] - 0s 68us/step - loss: 68236.3300 - mean_absolute_error: 220.0398 - val_loss: 119324.8544 - val_mean_absolute_error: 323.2281
Epoch 621/5000
148/148 [==============================] - 0s 68us/step - loss: 68195.3641 - mean_absolute_error: 219.9886 - val_loss: 119264.8844 - val_mean_absolute_error: 323.1374
Epoch 622/5000
148/148 [==============================] - 0s 68us/step - loss: 68153.4617 - mean_absolute_error: 219.9242 - val_loss: 119204.6288 - val_mean_absolute_error: 323.0469
Epoch 623/5000
148/148 [==============================] - 0s 68us/step - loss: 68112.8016 - mean_absolute_error: 219.8588 - val_loss: 119146.2931 - val_mean_absolute_error: 322.9605
Epoch 624/5000
148/148 [==============================] - 0s 68us/step - loss: 68073.9891 - mean_absolute_error: 219.7979 - val_loss: 119086.0250 - val_mean_absolute_error: 322.8720
Epoch 625/5000
148/148 [==============================] - 0s 74us/step - loss: 68032.2660 - mean_absolute_error: 219.7396 - val_loss: 119026.0419 - val_mean_absolute_error: 322.7839
Epoch 626/5000
148/148 [==============================] - 0s 68us/step - loss: 67991.5053 - mean_absolute_error: 219.6734 - val_loss: 118967.2831 - val_mean_absolute_error: 322.6974
Epoch 627/5000
148/148 [==============================] - 0s 68us/step - loss: 67951.5291 - mean_absolute_error: 219.6096 - val_loss: 118907.7831 - val_mean_absolute_error: 322.6097
Epoch 628/5000
148/148 [==============================] - 0s 68us/step - loss: 67911.2245 - mean_absolute_error: 219.5454 - val_loss: 118846.4125 - val_mean_absolute_error: 322.5194
Epoch 629/5000
148/148 [==============================] - 0s 74us/step - loss: 67870.2090 - mean_absolute_error: 219.4784 - val_loss: 118786.5356 - val_mean_absolute_error: 322.4312
Epoch 630/5000
148/148 [==============================] - 0s 74us/step - loss: 67829.8231 - mean_absolute_error: 219.4131 - val_loss: 118726.9331 - val_mean_absolute_error: 322.3432
Epoch 631/5000
148/148 [==============================] - 0s 68us/step - loss: 67789.6261 - mean_absolute_error: 219.3445 - val_loss: 118667.6375 - val_mean_absolute_error: 322.2558
Epoch 632/5000
148/148 [==============================] - 0s 61us/step - loss: 67748.7265 - mean_absolute_error: 219.2781 - val_loss: 118609.1669 - val_mean_absolute_error: 322.1700
Epoch 633/5000
148/148 [==============================] - 0s 74us/step - loss: 67709.1634 - mean_absolute_error: 219.2152 - val_loss: 118547.6962 - val_mean_absolute_error: 322.0793
Epoch 634/5000
148/148 [==============================] - 0s 68us/step - loss: 67667.5917 - mean_absolute_error: 219.1535 - val_loss: 118486.1656 - val_mean_absolute_error: 321.9887
Epoch 635/5000
148/148 [==============================] - 0s 68us/step - loss: 67624.9011 - mean_absolute_error: 219.0953 - val_loss: 118424.8756 - val_mean_absolute_error: 321.8984
Epoch 636/5000
148/148 [==============================] - 0s 81us/step - loss: 67582.9436 - mean_absolute_error: 219.0295 - val_loss: 118364.6650 - val_mean_absolute_error: 321.8096
Epoch 637/5000
148/148 [==============================] - 0s 74us/step - loss: 67540.5317 - mean_absolute_error: 218.9702 - val_loss: 118305.9169 - val_mean_absolute_error: 321.7232
Epoch 638/5000
148/148 [==============================] - 0s 68us/step - loss: 67499.8184 - mean_absolute_error: 218.9315 - val_loss: 118244.5194 - val_mean_absolute_error: 321.6327
Epoch 639/5000
148/148 [==============================] - 0s 68us/step - loss: 67457.6491 - mean_absolute_error: 218.8720 - val_loss: 118185.1456 - val_mean_absolute_error: 321.5450
Epoch 640/5000
148/148 [==============================] - 0s 74us/step - loss: 67418.7816 - mean_absolute_error: 218.8102 - val_loss: 118127.4219 - val_mean_absolute_error: 321.4597
Epoch 641/5000
148/148 [==============================] - 0s 61us/step - loss: 67379.9232 - mean_absolute_error: 218.7460 - val_loss: 118072.0087 - val_mean_absolute_error: 321.3776
Epoch 642/5000
148/148 [==============================] - 0s 68us/step - loss: 67342.2318 - mean_absolute_error: 218.6923 - val_loss: 118013.7656 - val_mean_absolute_error: 321.2930
Epoch 643/5000
148/148 [==============================] - 0s 81us/step - loss: 67302.2505 - mean_absolute_error: 218.6314 - val_loss: 117954.5669 - val_mean_absolute_error: 321.2075
Epoch 644/5000
148/148 [==============================] - 0s 68us/step - loss: 67262.6289 - mean_absolute_error: 218.5674 - val_loss: 117894.8606 - val_mean_absolute_error: 321.1209
Epoch 645/5000
148/148 [==============================] - 0s 68us/step - loss: 67221.4493 - mean_absolute_error: 218.5016 - val_loss: 117835.6344 - val_mean_absolute_error: 321.0351
Epoch 646/5000
148/148 [==============================] - 0s 74us/step - loss: 67182.2612 - mean_absolute_error: 218.4449 - val_loss: 117776.7069 - val_mean_absolute_error: 320.9503
Epoch 647/5000
148/148 [==============================] - 0s 74us/step - loss: 67141.7222 - mean_absolute_error: 218.3992 - val_loss: 117717.1450 - val_mean_absolute_error: 320.8642
Epoch 648/5000
148/148 [==============================] - 0s 68us/step - loss: 67100.9449 - mean_absolute_error: 218.3383 - val_loss: 117658.3844 - val_mean_absolute_error: 320.7789
Epoch 649/5000
148/148 [==============================] - 0s 74us/step - loss: 67060.6260 - mean_absolute_error: 218.2754 - val_loss: 117598.6631 - val_mean_absolute_error: 320.6921
Epoch 650/5000
148/148 [==============================] - 0s 61us/step - loss: 67021.2346 - mean_absolute_error: 218.2117 - val_loss: 117538.3444 - val_mean_absolute_error: 320.6044
Epoch 651/5000
148/148 [==============================] - 0s 61us/step - loss: 66981.9346 - mean_absolute_error: 218.1459 - val_loss: 117478.6888 - val_mean_absolute_error: 320.5177
Epoch 652/5000
148/148 [==============================] - 0s 68us/step - loss: 66941.3600 - mean_absolute_error: 218.0801 - val_loss: 117420.5125 - val_mean_absolute_error: 320.4331
Epoch 653/5000
148/148 [==============================] - 0s 74us/step - loss: 66902.4173 - mean_absolute_error: 218.0249 - val_loss: 117362.3181 - val_mean_absolute_error: 320.3489
Epoch 654/5000
148/148 [==============================] - 0s 68us/step - loss: 66863.1745 - mean_absolute_error: 217.9626 - val_loss: 117304.7012 - val_mean_absolute_error: 320.2654
Epoch 655/5000
148/148 [==============================] - 0s 68us/step - loss: 66824.1123 - mean_absolute_error: 217.8981 - val_loss: 117246.3825 - val_mean_absolute_error: 320.1806
Epoch 656/5000
148/148 [==============================] - 0s 68us/step - loss: 66783.6382 - mean_absolute_error: 217.8354 - val_loss: 117188.1075 - val_mean_absolute_error: 320.0963
Epoch 657/5000
148/148 [==============================] - 0s 68us/step - loss: 66744.8935 - mean_absolute_error: 217.7770 - val_loss: 117131.0544 - val_mean_absolute_error: 320.0138
Epoch 658/5000
148/148 [==============================] - 0s 68us/step - loss: 66705.6498 - mean_absolute_error: 217.7186 - val_loss: 117072.8731 - val_mean_absolute_error: 319.9292
Epoch 659/5000
148/148 [==============================] - 0s 68us/step - loss: 66665.9648 - mean_absolute_error: 217.6557 - val_loss: 117013.7544 - val_mean_absolute_error: 319.8432
Epoch 660/5000
148/148 [==============================] - 0s 61us/step - loss: 66626.2732 - mean_absolute_error: 217.5980 - val_loss: 116953.9531 - val_mean_absolute_error: 319.7562
Epoch 661/5000
148/148 [==============================] - 0s 61us/step - loss: 66585.3340 - mean_absolute_error: 217.5314 - val_loss: 116891.5175 - val_mean_absolute_error: 319.6650
Epoch 662/5000
148/148 [==============================] - 0s 74us/step - loss: 66545.0823 - mean_absolute_error: 217.4691 - val_loss: 116830.7688 - val_mean_absolute_error: 319.5764
Epoch 663/5000
148/148 [==============================] - 0s 74us/step - loss: 66504.3064 - mean_absolute_error: 217.4058 - val_loss: 116773.6788 - val_mean_absolute_error: 319.4929
Epoch 664/5000
148/148 [==============================] - 0s 74us/step - loss: 66466.7280 - mean_absolute_error: 217.3469 - val_loss: 116716.3119 - val_mean_absolute_error: 319.4088
Epoch 665/5000
148/148 [==============================] - 0s 61us/step - loss: 66427.6895 - mean_absolute_error: 217.2801 - val_loss: 116657.8125 - val_mean_absolute_error: 319.3231
Epoch 666/5000
148/148 [==============================] - 0s 74us/step - loss: 66389.1292 - mean_absolute_error: 217.2163 - val_loss: 116599.4125 - val_mean_absolute_error: 319.2376
Epoch 667/5000
148/148 [==============================] - 0s 68us/step - loss: 66349.8179 - mean_absolute_error: 217.1473 - val_loss: 116539.8569 - val_mean_absolute_error: 319.1503
Epoch 668/5000
148/148 [==============================] - 0s 74us/step - loss: 66310.7398 - mean_absolute_error: 217.0848 - val_loss: 116480.6869 - val_mean_absolute_error: 319.0637
Epoch 669/5000
148/148 [==============================] - 0s 61us/step - loss: 66270.1293 - mean_absolute_error: 217.0195 - val_loss: 116419.1494 - val_mean_absolute_error: 318.9734
Epoch 670/5000
148/148 [==============================] - 0s 61us/step - loss: 66228.1902 - mean_absolute_error: 216.9505 - val_loss: 116357.1656 - val_mean_absolute_error: 318.8824
Epoch 671/5000
148/148 [==============================] - 0s 81us/step - loss: 66187.6303 - mean_absolute_error: 216.8858 - val_loss: 116296.3400 - val_mean_absolute_error: 318.7933
Epoch 672/5000
148/148 [==============================] - 0s 68us/step - loss: 66147.8060 - mean_absolute_error: 216.8264 - val_loss: 116234.4600 - val_mean_absolute_error: 318.7028
Epoch 673/5000
148/148 [==============================] - 0s 74us/step - loss: 66105.5519 - mean_absolute_error: 216.7662 - val_loss: 116176.9994 - val_mean_absolute_error: 318.6192
Epoch 674/5000
148/148 [==============================] - 0s 74us/step - loss: 66066.7240 - mean_absolute_error: 216.7180 - val_loss: 116118.5856 - val_mean_absolute_error: 318.5339
Epoch 675/5000
148/148 [==============================] - 0s 74us/step - loss: 66027.4012 - mean_absolute_error: 216.6597 - val_loss: 116059.1025 - val_mean_absolute_error: 318.4467
Epoch 676/5000
148/148 [==============================] - 0s 68us/step - loss: 65988.6425 - mean_absolute_error: 216.5938 - val_loss: 116000.8062 - val_mean_absolute_error: 318.3611
Epoch 677/5000
148/148 [==============================] - 0s 74us/step - loss: 65949.6104 - mean_absolute_error: 216.5251 - val_loss: 115942.7281 - val_mean_absolute_error: 318.2758
Epoch 678/5000
148/148 [==============================] - 0s 68us/step - loss: 65912.1812 - mean_absolute_error: 216.4610 - val_loss: 115883.6431 - val_mean_absolute_error: 318.1891
Epoch 679/5000
148/148 [==============================] - 0s 68us/step - loss: 65872.6882 - mean_absolute_error: 216.3938 - val_loss: 115825.1694 - val_mean_absolute_error: 318.1031
Epoch 680/5000
148/148 [==============================] - 0s 74us/step - loss: 65834.0129 - mean_absolute_error: 216.3263 - val_loss: 115767.0287 - val_mean_absolute_error: 318.0177
Epoch 681/5000
148/148 [==============================] - 0s 74us/step - loss: 65796.0073 - mean_absolute_error: 216.2613 - val_loss: 115708.7325 - val_mean_absolute_error: 317.9320
Epoch 682/5000
148/148 [==============================] - 0s 68us/step - loss: 65755.9888 - mean_absolute_error: 216.1901 - val_loss: 115649.7381 - val_mean_absolute_error: 317.8453
Epoch 683/5000
148/148 [==============================] - 0s 74us/step - loss: 65717.9786 - mean_absolute_error: 216.1221 - val_loss: 115590.0762 - val_mean_absolute_error: 317.7577
Epoch 684/5000
148/148 [==============================] - 0s 74us/step - loss: 65679.0762 - mean_absolute_error: 216.0536 - val_loss: 115533.2031 - val_mean_absolute_error: 317.6741
Epoch 685/5000
148/148 [==============================] - 0s 74us/step - loss: 65641.0020 - mean_absolute_error: 215.9849 - val_loss: 115473.4619 - val_mean_absolute_error: 317.5861
Epoch 686/5000
148/148 [==============================] - 0s 61us/step - loss: 65601.8107 - mean_absolute_error: 215.9167 - val_loss: 115412.6231 - val_mean_absolute_error: 317.4965
Epoch 687/5000
148/148 [==============================] - 0s 74us/step - loss: 65561.5018 - mean_absolute_error: 215.8496 - val_loss: 115353.1906 - val_mean_absolute_error: 317.4090
Epoch 688/5000
148/148 [==============================] - 0s 81us/step - loss: 65523.5485 - mean_absolute_error: 215.7865 - val_loss: 115294.2931 - val_mean_absolute_error: 317.3223
Epoch 689/5000
148/148 [==============================] - 0s 74us/step - loss: 65483.8753 - mean_absolute_error: 215.7215 - val_loss: 115238.0169 - val_mean_absolute_error: 317.2395
Epoch 690/5000
148/148 [==============================] - 0s 95us/step - loss: 65447.6192 - mean_absolute_error: 215.6577 - val_loss: 115182.1281 - val_mean_absolute_error: 317.1571
Epoch 691/5000
148/148 [==============================] - 0s 74us/step - loss: 65410.1276 - mean_absolute_error: 215.5894 - val_loss: 115125.2675 - val_mean_absolute_error: 317.0735
Epoch 692/5000
148/148 [==============================] - 0s 68us/step - loss: 65372.9686 - mean_absolute_error: 215.5269 - val_loss: 115069.3362 - val_mean_absolute_error: 316.9915
Epoch 693/5000
148/148 [==============================] - 0s 74us/step - loss: 65334.6898 - mean_absolute_error: 215.4740 - val_loss: 115014.1313 - val_mean_absolute_error: 316.9108
Epoch 694/5000
148/148 [==============================] - 0s 68us/step - loss: 65297.1948 - mean_absolute_error: 215.4318 - val_loss: 114958.1069 - val_mean_absolute_error: 316.8286
Epoch 695/5000
148/148 [==============================] - 0s 74us/step - loss: 65258.1947 - mean_absolute_error: 215.3803 - val_loss: 114902.2119 - val_mean_absolute_error: 316.7463
Epoch 696/5000
148/148 [==============================] - 0s 68us/step - loss: 65220.1148 - mean_absolute_error: 215.3241 - val_loss: 114845.3950 - val_mean_absolute_error: 316.6627
Epoch 697/5000
148/148 [==============================] - 0s 68us/step - loss: 65180.2990 - mean_absolute_error: 215.2712 - val_loss: 114788.1075 - val_mean_absolute_error: 316.5788
Epoch 698/5000
148/148 [==============================] - 0s 74us/step - loss: 65141.7979 - mean_absolute_error: 215.2299 - val_loss: 114730.1031 - val_mean_absolute_error: 316.4936
Epoch 699/5000
148/148 [==============================] - 0s 61us/step - loss: 65102.6464 - mean_absolute_error: 215.1792 - val_loss: 114671.9100 - val_mean_absolute_error: 316.4079
Epoch 700/5000
148/148 [==============================] - 0s 61us/step - loss: 65063.9890 - mean_absolute_error: 215.1262 - val_loss: 114616.8069 - val_mean_absolute_error: 316.3272
Epoch 701/5000
148/148 [==============================] - 0s 81us/step - loss: 65026.3771 - mean_absolute_error: 215.0738 - val_loss: 114561.5831 - val_mean_absolute_error: 316.2462
Epoch 702/5000
148/148 [==============================] - 0s 68us/step - loss: 64989.4855 - mean_absolute_error: 215.0197 - val_loss: 114505.2769 - val_mean_absolute_error: 316.1633
Epoch 703/5000
148/148 [==============================] - 0s 74us/step - loss: 64951.0889 - mean_absolute_error: 214.9619 - val_loss: 114448.1719 - val_mean_absolute_error: 316.0790
Epoch 704/5000
148/148 [==============================] - 0s 74us/step - loss: 64913.5604 - mean_absolute_error: 214.9002 - val_loss: 114389.3825 - val_mean_absolute_error: 315.9922
Epoch 705/5000
148/148 [==============================] - 0s 81us/step - loss: 64874.5693 - mean_absolute_error: 214.8342 - val_loss: 114332.1300 - val_mean_absolute_error: 315.9080
Epoch 706/5000
148/148 [==============================] - 0s 74us/step - loss: 64836.0136 - mean_absolute_error: 214.7819 - val_loss: 114278.0813 - val_mean_absolute_error: 315.8286
Epoch 707/5000
148/148 [==============================] - 0s 74us/step - loss: 64799.7258 - mean_absolute_error: 214.7406 - val_loss: 114222.8450 - val_mean_absolute_error: 315.7473
Epoch 708/5000
148/148 [==============================] - 0s 74us/step - loss: 64761.1913 - mean_absolute_error: 214.6907 - val_loss: 114164.7406 - val_mean_absolute_error: 315.6616
Epoch 709/5000
148/148 [==============================] - 0s 68us/step - loss: 64722.6582 - mean_absolute_error: 214.6432 - val_loss: 114109.3800 - val_mean_absolute_error: 315.5799
Epoch 710/5000
148/148 [==============================] - 0s 68us/step - loss: 64685.1031 - mean_absolute_error: 214.6017 - val_loss: 114053.9344 - val_mean_absolute_error: 315.4979
Epoch 711/5000
148/148 [==============================] - 0s 74us/step - loss: 64647.6175 - mean_absolute_error: 214.5472 - val_loss: 113998.5650 - val_mean_absolute_error: 315.4161
Epoch 712/5000
148/148 [==============================] - 0s 68us/step - loss: 64610.3463 - mean_absolute_error: 214.4909 - val_loss: 113941.5363 - val_mean_absolute_error: 315.3319
Epoch 713/5000
148/148 [==============================] - 0s 68us/step - loss: 64572.8575 - mean_absolute_error: 214.4321 - val_loss: 113885.0544 - val_mean_absolute_error: 315.2485
Epoch 714/5000
148/148 [==============================] - 0s 68us/step - loss: 64536.3979 - mean_absolute_error: 214.3743 - val_loss: 113829.2075 - val_mean_absolute_error: 315.1659
Epoch 715/5000
148/148 [==============================] - 0s 68us/step - loss: 64498.9580 - mean_absolute_error: 214.3126 - val_loss: 113773.2681 - val_mean_absolute_error: 315.0829
Epoch 716/5000
148/148 [==============================] - 0s 68us/step - loss: 64460.7534 - mean_absolute_error: 214.2515 - val_loss: 113717.0194 - val_mean_absolute_error: 314.9995
Epoch 717/5000
148/148 [==============================] - 0s 74us/step - loss: 64423.5878 - mean_absolute_error: 214.1881 - val_loss: 113658.5538 - val_mean_absolute_error: 314.9126
Epoch 718/5000
148/148 [==============================] - 0s 68us/step - loss: 64384.9209 - mean_absolute_error: 214.1226 - val_loss: 113599.6337 - val_mean_absolute_error: 314.8252
Epoch 719/5000
148/148 [==============================] - 0s 68us/step - loss: 64346.3407 - mean_absolute_error: 214.0673 - val_loss: 113542.9875 - val_mean_absolute_error: 314.7417
Epoch 720/5000
148/148 [==============================] - 0s 68us/step - loss: 64309.0622 - mean_absolute_error: 214.0274 - val_loss: 113486.2762 - val_mean_absolute_error: 314.6581
Epoch 721/5000
148/148 [==============================] - 0s 74us/step - loss: 64269.8515 - mean_absolute_error: 213.9811 - val_loss: 113429.2275 - val_mean_absolute_error: 314.5735
Epoch 722/5000
148/148 [==============================] - 0s 68us/step - loss: 64232.0233 - mean_absolute_error: 213.9278 - val_loss: 113373.5444 - val_mean_absolute_error: 314.4909
Epoch 723/5000
148/148 [==============================] - 0s 68us/step - loss: 64195.3811 - mean_absolute_error: 213.8741 - val_loss: 113317.2694 - val_mean_absolute_error: 314.4071
Epoch 724/5000
148/148 [==============================] - 0s 68us/step - loss: 64156.5148 - mean_absolute_error: 213.8090 - val_loss: 113261.7819 - val_mean_absolute_error: 314.3244
Epoch 725/5000
148/148 [==============================] - 0s 68us/step - loss: 64120.6055 - mean_absolute_error: 213.7457 - val_loss: 113204.4787 - val_mean_absolute_error: 314.2391
Epoch 726/5000
148/148 [==============================] - 0s 68us/step - loss: 64082.5395 - mean_absolute_error: 213.6787 - val_loss: 113146.8381 - val_mean_absolute_error: 314.1532
Epoch 727/5000
148/148 [==============================] - 0s 81us/step - loss: 64044.5725 - mean_absolute_error: 213.6103 - val_loss: 113087.6987 - val_mean_absolute_error: 314.0651
Epoch 728/5000
148/148 [==============================] - 0s 74us/step - loss: 64005.4892 - mean_absolute_error: 213.5415 - val_loss: 113029.6231 - val_mean_absolute_error: 313.9786
Epoch 729/5000
148/148 [==============================] - 0s 68us/step - loss: 63967.2078 - mean_absolute_error: 213.4746 - val_loss: 112970.9650 - val_mean_absolute_error: 313.8911
Epoch 730/5000
148/148 [==============================] - 0s 74us/step - loss: 63928.6683 - mean_absolute_error: 213.4074 - val_loss: 112911.4069 - val_mean_absolute_error: 313.8022
Epoch 731/5000
148/148 [==============================] - 0s 81us/step - loss: 63889.8628 - mean_absolute_error: 213.3412 - val_loss: 112853.0750 - val_mean_absolute_error: 313.7152
Epoch 732/5000
148/148 [==============================] - 0s 61us/step - loss: 63852.9652 - mean_absolute_error: 213.2847 - val_loss: 112795.6019 - val_mean_absolute_error: 313.6294
Epoch 733/5000
148/148 [==============================] - 0s 68us/step - loss: 63813.7992 - mean_absolute_error: 213.2182 - val_loss: 112740.8463 - val_mean_absolute_error: 313.5476
Epoch 734/5000
148/148 [==============================] - 0s 74us/step - loss: 63779.5378 - mean_absolute_error: 213.1538 - val_loss: 112684.1987 - val_mean_absolute_error: 313.4630
Epoch 735/5000
148/148 [==============================] - 0s 74us/step - loss: 63743.1795 - mean_absolute_error: 213.0844 - val_loss: 112630.7213 - val_mean_absolute_error: 313.3831
Epoch 736/5000
148/148 [==============================] - 0s 68us/step - loss: 63707.3539 - mean_absolute_error: 213.0169 - val_loss: 112577.0031 - val_mean_absolute_error: 313.3028
Epoch 737/5000
148/148 [==============================] - 0s 74us/step - loss: 63671.6190 - mean_absolute_error: 212.9533 - val_loss: 112522.7962 - val_mean_absolute_error: 313.2216
Epoch 738/5000
148/148 [==============================] - 0s 68us/step - loss: 63635.9733 - mean_absolute_error: 212.8856 - val_loss: 112468.2244 - val_mean_absolute_error: 313.1400
Epoch 739/5000
148/148 [==============================] - 0s 61us/step - loss: 63600.2804 - mean_absolute_error: 212.8519 - val_loss: 112414.0256 - val_mean_absolute_error: 313.0600
Epoch 740/5000
148/148 [==============================] - 0s 74us/step - loss: 63562.1346 - mean_absolute_error: 212.8181 - val_loss: 112359.6556 - val_mean_absolute_error: 312.9794
Epoch 741/5000
148/148 [==============================] - 0s 68us/step - loss: 63524.5164 - mean_absolute_error: 212.7774 - val_loss: 112304.9656 - val_mean_absolute_error: 312.8980
Epoch 742/5000
148/148 [==============================] - 0s 61us/step - loss: 63488.4889 - mean_absolute_error: 212.7354 - val_loss: 112249.5456 - val_mean_absolute_error: 312.8157
Epoch 743/5000
148/148 [==============================] - 0s 74us/step - loss: 63452.0348 - mean_absolute_error: 212.7042 - val_loss: 112194.7394 - val_mean_absolute_error: 312.7343
Epoch 744/5000
148/148 [==============================] - 0s 61us/step - loss: 63414.7193 - mean_absolute_error: 212.6541 - val_loss: 112138.8950 - val_mean_absolute_error: 312.6511
Epoch 745/5000
148/148 [==============================] - 0s 68us/step - loss: 63376.5086 - mean_absolute_error: 212.5925 - val_loss: 112081.1825 - val_mean_absolute_error: 312.5647
Epoch 746/5000
148/148 [==============================] - 0s 74us/step - loss: 63339.2028 - mean_absolute_error: 212.5294 - val_loss: 112022.4431 - val_mean_absolute_error: 312.4768
Epoch 747/5000
148/148 [==============================] - 0s 68us/step - loss: 63300.3887 - mean_absolute_error: 212.4625 - val_loss: 111963.7431 - val_mean_absolute_error: 312.3890
Epoch 748/5000
148/148 [==============================] - 0s 68us/step - loss: 63261.3785 - mean_absolute_error: 212.3906 - val_loss: 111907.2500 - val_mean_absolute_error: 312.3042
Epoch 749/5000
148/148 [==============================] - 0s 74us/step - loss: 63224.8189 - mean_absolute_error: 212.3198 - val_loss: 111851.9225 - val_mean_absolute_error: 312.2213
Epoch 750/5000
148/148 [==============================] - 0s 81us/step - loss: 63189.4875 - mean_absolute_error: 212.2511 - val_loss: 111796.3569 - val_mean_absolute_error: 312.1380
Epoch 751/5000
148/148 [==============================] - 0s 81us/step - loss: 63152.0339 - mean_absolute_error: 212.1789 - val_loss: 111739.1913 - val_mean_absolute_error: 312.0521
Epoch 752/5000
148/148 [==============================] - 0s 74us/step - loss: 63115.2233 - mean_absolute_error: 212.1073 - val_loss: 111681.3625 - val_mean_absolute_error: 311.9653
Epoch 753/5000
148/148 [==============================] - 0s 68us/step - loss: 63078.5192 - mean_absolute_error: 212.0321 - val_loss: 111623.7750 - val_mean_absolute_error: 311.8787
Epoch 754/5000
148/148 [==============================] - 0s 74us/step - loss: 63041.1817 - mean_absolute_error: 211.9554 - val_loss: 111569.5231 - val_mean_absolute_error: 311.7970
Epoch 755/5000
148/148 [==============================] - 0s 68us/step - loss: 63004.6450 - mean_absolute_error: 211.8816 - val_loss: 111513.5644 - val_mean_absolute_error: 311.7127
Epoch 756/5000
148/148 [==============================] - 0s 74us/step - loss: 62968.5271 - mean_absolute_error: 211.8105 - val_loss: 111457.0244 - val_mean_absolute_error: 311.6277
Epoch 757/5000
148/148 [==============================] - 0s 68us/step - loss: 62931.9545 - mean_absolute_error: 211.7407 - val_loss: 111400.5688 - val_mean_absolute_error: 311.5427
Epoch 758/5000
148/148 [==============================] - 0s 61us/step - loss: 62894.9802 - mean_absolute_error: 211.6709 - val_loss: 111343.6256 - val_mean_absolute_error: 311.4570
Epoch 759/5000
148/148 [==============================] - 0s 68us/step - loss: 62858.4371 - mean_absolute_error: 211.6024 - val_loss: 111286.7888 - val_mean_absolute_error: 311.3715
Epoch 760/5000
148/148 [==============================] - 0s 68us/step - loss: 62821.1159 - mean_absolute_error: 211.5387 - val_loss: 111232.7775 - val_mean_absolute_error: 311.2904
Epoch 761/5000
148/148 [==============================] - 0s 68us/step - loss: 62785.8931 - mean_absolute_error: 211.4777 - val_loss: 111177.8506 - val_mean_absolute_error: 311.2088
Epoch 762/5000
148/148 [==============================] - 0s 74us/step - loss: 62749.0230 - mean_absolute_error: 211.4122 - val_loss: 111121.2750 - val_mean_absolute_error: 311.1247
Epoch 763/5000
148/148 [==============================] - 0s 68us/step - loss: 62712.3103 - mean_absolute_error: 211.3443 - val_loss: 111062.8306 - val_mean_absolute_error: 311.0379
Epoch 764/5000
148/148 [==============================] - 0s 68us/step - loss: 62674.8484 - mean_absolute_error: 211.2760 - val_loss: 111005.6944 - val_mean_absolute_error: 310.9534
Epoch 765/5000
148/148 [==============================] - 0s 68us/step - loss: 62637.3613 - mean_absolute_error: 211.2170 - val_loss: 110949.2100 - val_mean_absolute_error: 310.8698
Epoch 766/5000
148/148 [==============================] - 0s 68us/step - loss: 62600.2893 - mean_absolute_error: 211.1496 - val_loss: 110893.5856 - val_mean_absolute_error: 310.7874
Epoch 767/5000
148/148 [==============================] - 0s 68us/step - loss: 62563.9240 - mean_absolute_error: 211.0949 - val_loss: 110839.8200 - val_mean_absolute_error: 310.7081
Epoch 768/5000
148/148 [==============================] - 0s 74us/step - loss: 62527.5960 - mean_absolute_error: 211.0382 - val_loss: 110785.3456 - val_mean_absolute_error: 310.6274
Epoch 769/5000
148/148 [==============================] - 0s 68us/step - loss: 62491.7949 - mean_absolute_error: 210.9799 - val_loss: 110729.8262 - val_mean_absolute_error: 310.5451
Epoch 770/5000
148/148 [==============================] - 0s 68us/step - loss: 62454.4371 - mean_absolute_error: 210.9178 - val_loss: 110672.7287 - val_mean_absolute_error: 310.4604
Epoch 771/5000
148/148 [==============================] - 0s 74us/step - loss: 62417.4514 - mean_absolute_error: 210.8501 - val_loss: 110615.6194 - val_mean_absolute_error: 310.3754
Epoch 772/5000
148/148 [==============================] - 0s 74us/step - loss: 62379.4905 - mean_absolute_error: 210.7845 - val_loss: 110559.6812 - val_mean_absolute_error: 310.2924
Epoch 773/5000
148/148 [==============================] - 0s 68us/step - loss: 62343.2209 - mean_absolute_error: 210.7167 - val_loss: 110504.1062 - val_mean_absolute_error: 310.2097
Epoch 774/5000
148/148 [==============================] - 0s 74us/step - loss: 62305.0898 - mean_absolute_error: 210.6611 - val_loss: 110449.3687 - val_mean_absolute_error: 310.1298
Epoch 775/5000
148/148 [==============================] - 0s 81us/step - loss: 62269.1289 - mean_absolute_error: 210.6142 - val_loss: 110395.7381 - val_mean_absolute_error: 310.0523
Epoch 776/5000
148/148 [==============================] - 0s 68us/step - loss: 62234.8352 - mean_absolute_error: 210.5633 - val_loss: 110341.7487 - val_mean_absolute_error: 309.9737
Epoch 777/5000
148/148 [==============================] - 0s 61us/step - loss: 62198.3746 - mean_absolute_error: 210.5032 - val_loss: 110289.3619 - val_mean_absolute_error: 309.8972
Epoch 778/5000
148/148 [==============================] - 0s 68us/step - loss: 62163.2428 - mean_absolute_error: 210.4440 - val_loss: 110233.9606 - val_mean_absolute_error: 309.8160
Epoch 779/5000
148/148 [==============================] - 0s 74us/step - loss: 62126.1132 - mean_absolute_error: 210.3772 - val_loss: 110177.4531 - val_mean_absolute_error: 309.7329
Epoch 780/5000
148/148 [==============================] - 0s 68us/step - loss: 62090.4439 - mean_absolute_error: 210.3122 - val_loss: 110120.8712 - val_mean_absolute_error: 309.6498
Epoch 781/5000
148/148 [==============================] - 0s 74us/step - loss: 62053.7155 - mean_absolute_error: 210.2476 - val_loss: 110064.5375 - val_mean_absolute_error: 309.5673
Epoch 782/5000
148/148 [==============================] - 0s 68us/step - loss: 62016.3225 - mean_absolute_error: 210.1821 - val_loss: 110009.1819 - val_mean_absolute_error: 309.4862
Epoch 783/5000
148/148 [==============================] - 0s 74us/step - loss: 61979.7915 - mean_absolute_error: 210.1215 - val_loss: 109953.2575 - val_mean_absolute_error: 309.4040
Epoch 784/5000
148/148 [==============================] - 0s 74us/step - loss: 61942.7141 - mean_absolute_error: 210.0582 - val_loss: 109895.9044 - val_mean_absolute_error: 309.3195
Epoch 785/5000
148/148 [==============================] - 0s 68us/step - loss: 61905.4178 - mean_absolute_error: 209.9951 - val_loss: 109841.0969 - val_mean_absolute_error: 309.2391
Epoch 786/5000
148/148 [==============================] - 0s 81us/step - loss: 61870.4812 - mean_absolute_error: 209.9381 - val_loss: 109787.4037 - val_mean_absolute_error: 309.1606
Epoch 787/5000
148/148 [==============================] - 0s 74us/step - loss: 61835.3824 - mean_absolute_error: 209.8809 - val_loss: 109733.3881 - val_mean_absolute_error: 309.0813
Epoch 788/5000
148/148 [==============================] - 0s 68us/step - loss: 61799.0665 - mean_absolute_error: 209.8164 - val_loss: 109681.1794 - val_mean_absolute_error: 309.0045
Epoch 789/5000
148/148 [==============================] - 0s 68us/step - loss: 61764.6890 - mean_absolute_error: 209.7543 - val_loss: 109628.0838 - val_mean_absolute_error: 308.9264
Epoch 790/5000
148/148 [==============================] - 0s 74us/step - loss: 61730.1798 - mean_absolute_error: 209.6858 - val_loss: 109572.2450 - val_mean_absolute_error: 308.8441
Epoch 791/5000
148/148 [==============================] - 0s 68us/step - loss: 61694.6679 - mean_absolute_error: 209.6190 - val_loss: 109516.8525 - val_mean_absolute_error: 308.7629
Epoch 792/5000
148/148 [==============================] - 0s 68us/step - loss: 61659.2232 - mean_absolute_error: 209.5647 - val_loss: 109464.8262 - val_mean_absolute_error: 308.6870
Epoch 793/5000
148/148 [==============================] - 0s 74us/step - loss: 61624.4965 - mean_absolute_error: 209.5188 - val_loss: 109413.4775 - val_mean_absolute_error: 308.6119
Epoch 794/5000
148/148 [==============================] - 0s 61us/step - loss: 61590.5177 - mean_absolute_error: 209.4700 - val_loss: 109360.4106 - val_mean_absolute_error: 308.5340
Epoch 795/5000
148/148 [==============================] - 0s 68us/step - loss: 61555.0780 - mean_absolute_error: 209.4129 - val_loss: 109304.7838 - val_mean_absolute_error: 308.4522
Epoch 796/5000
148/148 [==============================] - 0s 68us/step - loss: 61518.9507 - mean_absolute_error: 209.3488 - val_loss: 109250.0975 - val_mean_absolute_error: 308.3713
Epoch 797/5000
148/148 [==============================] - 0s 68us/step - loss: 61483.6661 - mean_absolute_error: 209.2799 - val_loss: 109194.1756 - val_mean_absolute_error: 308.2884
Epoch 798/5000
148/148 [==============================] - 0s 68us/step - loss: 61446.6025 - mean_absolute_error: 209.2082 - val_loss: 109136.0200 - val_mean_absolute_error: 308.2022
Epoch 799/5000
148/148 [==============================] - 0s 68us/step - loss: 61409.7350 - mean_absolute_error: 209.1382 - val_loss: 109079.0925 - val_mean_absolute_error: 308.1179
Epoch 800/5000
148/148 [==============================] - 0s 61us/step - loss: 61373.5244 - mean_absolute_error: 209.0723 - val_loss: 109024.3700 - val_mean_absolute_error: 308.0369
Epoch 801/5000
148/148 [==============================] - 0s 68us/step - loss: 61337.4452 - mean_absolute_error: 209.0072 - val_loss: 108970.0831 - val_mean_absolute_error: 307.9566
Epoch 802/5000
148/148 [==============================] - 0s 74us/step - loss: 61302.3348 - mean_absolute_error: 208.9418 - val_loss: 108916.1956 - val_mean_absolute_error: 307.8768
Epoch 803/5000
148/148 [==============================] - 0s 68us/step - loss: 61267.0550 - mean_absolute_error: 208.8736 - val_loss: 108861.2281 - val_mean_absolute_error: 307.7954
Epoch 804/5000
148/148 [==============================] - 0s 68us/step - loss: 61231.6533 - mean_absolute_error: 208.8104 - val_loss: 108804.4388 - val_mean_absolute_error: 307.7117
Epoch 805/5000
148/148 [==============================] - 0s 68us/step - loss: 61193.2137 - mean_absolute_error: 208.7481 - val_loss: 108749.2681 - val_mean_absolute_error: 307.6304
Epoch 806/5000
148/148 [==============================] - 0s 61us/step - loss: 61157.8986 - mean_absolute_error: 208.6958 - val_loss: 108694.5306 - val_mean_absolute_error: 307.5504
Epoch 807/5000
148/148 [==============================] - 0s 74us/step - loss: 61121.6017 - mean_absolute_error: 208.6656 - val_loss: 108640.6387 - val_mean_absolute_error: 307.4724
Epoch 808/5000
148/148 [==============================] - 0s 74us/step - loss: 61085.2818 - mean_absolute_error: 208.6379 - val_loss: 108588.6519 - val_mean_absolute_error: 307.3965
Epoch 809/5000
148/148 [==============================] - 0s 81us/step - loss: 61050.5815 - mean_absolute_error: 208.5967 - val_loss: 108535.7719 - val_mean_absolute_error: 307.3189
Epoch 810/5000
148/148 [==============================] - 0s 68us/step - loss: 61015.6313 - mean_absolute_error: 208.5465 - val_loss: 108481.4088 - val_mean_absolute_error: 307.2388
Epoch 811/5000
148/148 [==============================] - 0s 74us/step - loss: 60979.3130 - mean_absolute_error: 208.4862 - val_loss: 108426.0963 - val_mean_absolute_error: 307.1570
Epoch 812/5000
148/148 [==============================] - 0s 61us/step - loss: 60944.0936 - mean_absolute_error: 208.4274 - val_loss: 108369.5469 - val_mean_absolute_error: 307.0734
Epoch 813/5000
148/148 [==============================] - 0s 74us/step - loss: 60906.3230 - mean_absolute_error: 208.3615 - val_loss: 108312.6156 - val_mean_absolute_error: 306.9891
Epoch 814/5000
148/148 [==============================] - 0s 68us/step - loss: 60869.9622 - mean_absolute_error: 208.2989 - val_loss: 108257.7931 - val_mean_absolute_error: 306.9078
Epoch 815/5000
148/148 [==============================] - 0s 74us/step - loss: 60834.4066 - mean_absolute_error: 208.2394 - val_loss: 108205.0369 - val_mean_absolute_error: 306.8296
Epoch 816/5000
148/148 [==============================] - 0s 74us/step - loss: 60800.1470 - mean_absolute_error: 208.1886 - val_loss: 108151.1062 - val_mean_absolute_error: 306.7503
Epoch 817/5000
148/148 [==============================] - 0s 74us/step - loss: 60764.6077 - mean_absolute_error: 208.1658 - val_loss: 108097.6931 - val_mean_absolute_error: 306.6725
Epoch 818/5000
148/148 [==============================] - 0s 81us/step - loss: 60729.1208 - mean_absolute_error: 208.1323 - val_loss: 108042.2319 - val_mean_absolute_error: 306.5908
Epoch 819/5000
148/148 [==============================] - 0s 68us/step - loss: 60693.8293 - mean_absolute_error: 208.0902 - val_loss: 107986.9756 - val_mean_absolute_error: 306.5091
Epoch 820/5000
148/148 [==============================] - 0s 68us/step - loss: 60657.6368 - mean_absolute_error: 208.0374 - val_loss: 107932.1450 - val_mean_absolute_error: 306.4279
Epoch 821/5000
148/148 [==============================] - 0s 74us/step - loss: 60620.6340 - mean_absolute_error: 207.9694 - val_loss: 107879.5531 - val_mean_absolute_error: 306.3499
Epoch 822/5000
148/148 [==============================] - 0s 74us/step - loss: 60588.0763 - mean_absolute_error: 207.9179 - val_loss: 107826.7425 - val_mean_absolute_error: 306.2721
Epoch 823/5000
148/148 [==============================] - 0s 68us/step - loss: 60552.5702 - mean_absolute_error: 207.8781 - val_loss: 107773.6025 - val_mean_absolute_error: 306.1938
Epoch 824/5000
148/148 [==============================] - 0s 67us/step - loss: 60516.6839 - mean_absolute_error: 207.8278 - val_loss: 107719.6700 - val_mean_absolute_error: 306.1140
Epoch 825/5000
148/148 [==============================] - 0s 74us/step - loss: 60481.4177 - mean_absolute_error: 207.7728 - val_loss: 107665.3869 - val_mean_absolute_error: 306.0334
Epoch 826/5000
148/148 [==============================] - 0s 68us/step - loss: 60445.8933 - mean_absolute_error: 207.7090 - val_loss: 107612.2475 - val_mean_absolute_error: 305.9544
Epoch 827/5000
148/148 [==============================] - 0s 68us/step - loss: 60410.9523 - mean_absolute_error: 207.6399 - val_loss: 107558.6194 - val_mean_absolute_error: 305.8744
Epoch 828/5000
148/148 [==============================] - 0s 68us/step - loss: 60376.1814 - mean_absolute_error: 207.5701 - val_loss: 107506.1537 - val_mean_absolute_error: 305.7959
Epoch 829/5000
148/148 [==============================] - 0s 74us/step - loss: 60342.2893 - mean_absolute_error: 207.5051 - val_loss: 107451.9962 - val_mean_absolute_error: 305.7152
Epoch 830/5000
148/148 [==============================] - 0s 74us/step - loss: 60307.6501 - mean_absolute_error: 207.4368 - val_loss: 107398.0981 - val_mean_absolute_error: 305.6350
Epoch 831/5000
148/148 [==============================] - 0s 74us/step - loss: 60272.8663 - mean_absolute_error: 207.3694 - val_loss: 107344.8731 - val_mean_absolute_error: 305.5557
Epoch 832/5000
148/148 [==============================] - 0s 81us/step - loss: 60237.3318 - mean_absolute_error: 207.3042 - val_loss: 107289.6400 - val_mean_absolute_error: 305.4733
Epoch 833/5000
148/148 [==============================] - 0s 68us/step - loss: 60201.7927 - mean_absolute_error: 207.2357 - val_loss: 107234.2044 - val_mean_absolute_error: 305.3904
Epoch 834/5000
148/148 [==============================] - 0s 68us/step - loss: 60165.8492 - mean_absolute_error: 207.1656 - val_loss: 107177.7434 - val_mean_absolute_error: 305.3062
Epoch 835/5000
148/148 [==============================] - 0s 74us/step - loss: 60129.5781 - mean_absolute_error: 207.0918 - val_loss: 107122.7616 - val_mean_absolute_error: 305.2239
Epoch 836/5000
148/148 [==============================] - 0s 81us/step - loss: 60093.0596 - mean_absolute_error: 207.0223 - val_loss: 107069.0878 - val_mean_absolute_error: 305.1441
Epoch 837/5000
148/148 [==============================] - 0s 68us/step - loss: 60057.8043 - mean_absolute_error: 206.9592 - val_loss: 107014.5678 - val_mean_absolute_error: 305.0629
Epoch 838/5000
148/148 [==============================] - 0s 81us/step - loss: 60023.6351 - mean_absolute_error: 206.8962 - val_loss: 106960.8972 - val_mean_absolute_error: 304.9830
Epoch 839/5000
148/148 [==============================] - 0s 68us/step - loss: 59989.0830 - mean_absolute_error: 206.8328 - val_loss: 106908.7697 - val_mean_absolute_error: 304.9055
Epoch 840/5000
148/148 [==============================] - 0s 74us/step - loss: 59953.7633 - mean_absolute_error: 206.7758 - val_loss: 106857.2737 - val_mean_absolute_error: 304.8291
Epoch 841/5000
148/148 [==============================] - 0s 74us/step - loss: 59920.6703 - mean_absolute_error: 206.7145 - val_loss: 106805.4459 - val_mean_absolute_error: 304.7518
Epoch 842/5000
148/148 [==============================] - 0s 74us/step - loss: 59887.0081 - mean_absolute_error: 206.6424 - val_loss: 106753.0409 - val_mean_absolute_error: 304.6736
Epoch 843/5000
148/148 [==============================] - 0s 81us/step - loss: 59852.3521 - mean_absolute_error: 206.5836 - val_loss: 106701.2131 - val_mean_absolute_error: 304.5974
Epoch 844/5000
148/148 [==============================] - 0s 61us/step - loss: 59817.4707 - mean_absolute_error: 206.5395 - val_loss: 106648.2309 - val_mean_absolute_error: 304.5191
Epoch 845/5000
148/148 [==============================] - 0s 88us/step - loss: 59784.2512 - mean_absolute_error: 206.4908 - val_loss: 106593.7125 - val_mean_absolute_error: 304.4379
Epoch 846/5000
148/148 [==============================] - 0s 68us/step - loss: 59749.0039 - mean_absolute_error: 206.4337 - val_loss: 106538.4212 - val_mean_absolute_error: 304.3554
Epoch 847/5000
148/148 [==============================] - 0s 74us/step - loss: 59713.3117 - mean_absolute_error: 206.3715 - val_loss: 106484.6953 - val_mean_absolute_error: 304.2750
Epoch 848/5000
148/148 [==============================] - 0s 68us/step - loss: 59678.1273 - mean_absolute_error: 206.3057 - val_loss: 106432.0484 - val_mean_absolute_error: 304.1960
Epoch 849/5000
148/148 [==============================] - 0s 74us/step - loss: 59644.4213 - mean_absolute_error: 206.2438 - val_loss: 106379.9506 - val_mean_absolute_error: 304.1182
Epoch 850/5000
148/148 [==============================] - 0s 74us/step - loss: 59610.4246 - mean_absolute_error: 206.1710 - val_loss: 106328.2094 - val_mean_absolute_error: 304.0406
Epoch 851/5000
148/148 [==============================] - 0s 61us/step - loss: 59575.4313 - mean_absolute_error: 206.0983 - val_loss: 106277.1862 - val_mean_absolute_error: 303.9642
Epoch 852/5000
148/148 [==============================] - 0s 74us/step - loss: 59542.3838 - mean_absolute_error: 206.0320 - val_loss: 106223.6447 - val_mean_absolute_error: 303.8838
Epoch 853/5000
148/148 [==============================] - 0s 74us/step - loss: 59508.9111 - mean_absolute_error: 205.9643 - val_loss: 106169.5047 - val_mean_absolute_error: 303.8025
Epoch 854/5000
148/148 [==============================] - 0s 68us/step - loss: 59473.7132 - mean_absolute_error: 205.8954 - val_loss: 106119.4297 - val_mean_absolute_error: 303.7279
Epoch 855/5000
148/148 [==============================] - 0s 74us/step - loss: 59440.3260 - mean_absolute_error: 205.8728 - val_loss: 106069.2159 - val_mean_absolute_error: 303.6549
Epoch 856/5000
148/148 [==============================] - 0s 74us/step - loss: 59407.1769 - mean_absolute_error: 205.8551 - val_loss: 106017.8809 - val_mean_absolute_error: 303.5798
Epoch 857/5000
148/148 [==============================] - 0s 68us/step - loss: 59372.1978 - mean_absolute_error: 205.8253 - val_loss: 105967.2972 - val_mean_absolute_error: 303.5049
Epoch 858/5000
148/148 [==============================] - 0s 74us/step - loss: 59339.3945 - mean_absolute_error: 205.7895 - val_loss: 105916.3166 - val_mean_absolute_error: 303.4294
Epoch 859/5000
148/148 [==============================] - 0s 74us/step - loss: 59304.7565 - mean_absolute_error: 205.7435 - val_loss: 105862.7466 - val_mean_absolute_error: 303.3495
Epoch 860/5000
148/148 [==============================] - 0s 81us/step - loss: 59269.6983 - mean_absolute_error: 205.6865 - val_loss: 105807.4178 - val_mean_absolute_error: 303.2666
Epoch 861/5000
148/148 [==============================] - 0s 81us/step - loss: 59234.4891 - mean_absolute_error: 205.6243 - val_loss: 105753.9494 - val_mean_absolute_error: 303.1860
Epoch 862/5000
148/148 [==============================] - 0s 88us/step - loss: 59199.8211 - mean_absolute_error: 205.5555 - val_loss: 105699.2716 - val_mean_absolute_error: 303.1033
Epoch 863/5000
148/148 [==============================] - 0s 68us/step - loss: 59164.2584 - mean_absolute_error: 205.4858 - val_loss: 105643.8547 - val_mean_absolute_error: 303.0201
Epoch 864/5000
148/148 [==============================] - 0s 74us/step - loss: 59129.1009 - mean_absolute_error: 205.4388 - val_loss: 105588.7372 - val_mean_absolute_error: 302.9386
Epoch 865/5000
148/148 [==============================] - 0s 61us/step - loss: 59090.8048 - mean_absolute_error: 205.3890 - val_loss: 105532.5331 - val_mean_absolute_error: 302.8548
Epoch 866/5000
148/148 [==============================] - 0s 81us/step - loss: 59055.4942 - mean_absolute_error: 205.3355 - val_loss: 105475.6375 - val_mean_absolute_error: 302.7696
Epoch 867/5000
148/148 [==============================] - 0s 81us/step - loss: 59017.9722 - mean_absolute_error: 205.2770 - val_loss: 105421.1416 - val_mean_absolute_error: 302.6874
Epoch 868/5000
148/148 [==============================] - 0s 74us/step - loss: 58983.7446 - mean_absolute_error: 205.2158 - val_loss: 105366.7328 - val_mean_absolute_error: 302.6051
Epoch 869/5000
148/148 [==============================] - 0s 68us/step - loss: 58948.4634 - mean_absolute_error: 205.1486 - val_loss: 105312.0647 - val_mean_absolute_error: 302.5225
Epoch 870/5000
148/148 [==============================] - 0s 74us/step - loss: 58912.7269 - mean_absolute_error: 205.0788 - val_loss: 105257.8566 - val_mean_absolute_error: 302.4406
Epoch 871/5000
148/148 [==============================] - 0s 74us/step - loss: 58878.2080 - mean_absolute_error: 205.0098 - val_loss: 105203.2469 - val_mean_absolute_error: 302.3585
Epoch 872/5000
148/148 [==============================] - 0s 68us/step - loss: 58843.2682 - mean_absolute_error: 204.9631 - val_loss: 105149.6056 - val_mean_absolute_error: 302.2789
Epoch 873/5000
148/148 [==============================] - 0s 68us/step - loss: 58808.2530 - mean_absolute_error: 204.9267 - val_loss: 105096.6741 - val_mean_absolute_error: 302.1996
Epoch 874/5000
148/148 [==============================] - 0s 68us/step - loss: 58773.2067 - mean_absolute_error: 204.8818 - val_loss: 105041.9700 - val_mean_absolute_error: 302.1173
Epoch 875/5000
148/148 [==============================] - 0s 68us/step - loss: 58738.4112 - mean_absolute_error: 204.8210 - val_loss: 104988.9009 - val_mean_absolute_error: 302.0373
Epoch 876/5000
148/148 [==============================] - 0s 74us/step - loss: 58703.9030 - mean_absolute_error: 204.7532 - val_loss: 104936.2050 - val_mean_absolute_error: 301.9575
Epoch 877/5000
148/148 [==============================] - 0s 68us/step - loss: 58671.3591 - mean_absolute_error: 204.6793 - val_loss: 104885.1288 - val_mean_absolute_error: 301.8801
Epoch 878/5000
148/148 [==============================] - 0s 74us/step - loss: 58637.5416 - mean_absolute_error: 204.6182 - val_loss: 104836.8778 - val_mean_absolute_error: 301.8083
Epoch 879/5000
148/148 [==============================] - 0s 74us/step - loss: 58605.9229 - mean_absolute_error: 204.5780 - val_loss: 104785.0709 - val_mean_absolute_error: 301.7309
Epoch 880/5000
148/148 [==============================] - 0s 74us/step - loss: 58573.3621 - mean_absolute_error: 204.5525 - val_loss: 104735.2503 - val_mean_absolute_error: 301.6576
Epoch 881/5000
148/148 [==============================] - 0s 74us/step - loss: 58539.9197 - mean_absolute_error: 204.5148 - val_loss: 104686.8581 - val_mean_absolute_error: 301.5858
Epoch 882/5000
148/148 [==============================] - 0s 74us/step - loss: 58507.9228 - mean_absolute_error: 204.4728 - val_loss: 104636.9766 - val_mean_absolute_error: 301.5111
Epoch 883/5000
148/148 [==============================] - 0s 74us/step - loss: 58474.7089 - mean_absolute_error: 204.4115 - val_loss: 104589.0097 - val_mean_absolute_error: 301.4385
Epoch 884/5000
148/148 [==============================] - 0s 74us/step - loss: 58443.9323 - mean_absolute_error: 204.3450 - val_loss: 104538.1691 - val_mean_absolute_error: 301.3613
Epoch 885/5000
148/148 [==============================] - 0s 74us/step - loss: 58410.6322 - mean_absolute_error: 204.2781 - val_loss: 104487.3953 - val_mean_absolute_error: 301.2848
Epoch 886/5000
148/148 [==============================] - 0s 68us/step - loss: 58376.7899 - mean_absolute_error: 204.2350 - val_loss: 104436.3963 - val_mean_absolute_error: 301.2093
Epoch 887/5000
148/148 [==============================] - 0s 74us/step - loss: 58346.3047 - mean_absolute_error: 204.2303 - val_loss: 104385.1472 - val_mean_absolute_error: 301.1341
Epoch 888/5000
148/148 [==============================] - 0s 74us/step - loss: 58313.9367 - mean_absolute_error: 204.2368 - val_loss: 104334.1738 - val_mean_absolute_error: 301.0582
Epoch 889/5000
148/148 [==============================] - 0s 74us/step - loss: 58279.1608 - mean_absolute_error: 204.1975 - val_loss: 104283.9109 - val_mean_absolute_error: 300.9828
Epoch 890/5000
148/148 [==============================] - 0s 61us/step - loss: 58246.5202 - mean_absolute_error: 204.1506 - val_loss: 104232.3834 - val_mean_absolute_error: 300.9049
Epoch 891/5000
148/148 [==============================] - 0s 74us/step - loss: 58213.4636 - mean_absolute_error: 204.0980 - val_loss: 104179.7631 - val_mean_absolute_error: 300.8250
Epoch 892/5000
148/148 [==============================] - 0s 68us/step - loss: 58179.3379 - mean_absolute_error: 204.0371 - val_loss: 104126.5028 - val_mean_absolute_error: 300.7441
Epoch 893/5000
148/148 [==============================] - 0s 74us/step - loss: 58145.5346 - mean_absolute_error: 203.9734 - val_loss: 104074.6478 - val_mean_absolute_error: 300.6652
Epoch 894/5000
148/148 [==============================] - 0s 68us/step - loss: 58111.8187 - mean_absolute_error: 203.9076 - val_loss: 104021.9350 - val_mean_absolute_error: 300.5847
Epoch 895/5000
148/148 [==============================] - 0s 74us/step - loss: 58078.0680 - mean_absolute_error: 203.8290 - val_loss: 103970.4441 - val_mean_absolute_error: 300.5061
Epoch 896/5000
148/148 [==============================] - 0s 68us/step - loss: 58044.7268 - mean_absolute_error: 203.7559 - val_loss: 103919.5600 - val_mean_absolute_error: 300.4288
Epoch 897/5000
148/148 [==============================] - 0s 68us/step - loss: 58011.5575 - mean_absolute_error: 203.6863 - val_loss: 103868.2556 - val_mean_absolute_error: 300.3509
Epoch 898/5000
148/148 [==============================] - 0s 81us/step - loss: 57978.4461 - mean_absolute_error: 203.6173 - val_loss: 103815.1534 - val_mean_absolute_error: 300.2701
Epoch 899/5000
148/148 [==============================] - 0s 68us/step - loss: 57943.7361 - mean_absolute_error: 203.5428 - val_loss: 103761.1741 - val_mean_absolute_error: 300.1878
Epoch 900/5000
148/148 [==============================] - 0s 68us/step - loss: 57908.9535 - mean_absolute_error: 203.4700 - val_loss: 103707.0569 - val_mean_absolute_error: 300.1053
Epoch 901/5000
148/148 [==============================] - 0s 74us/step - loss: 57875.1155 - mean_absolute_error: 203.4010 - val_loss: 103653.1553 - val_mean_absolute_error: 300.0230
Epoch 902/5000
148/148 [==============================] - 0s 74us/step - loss: 57839.5981 - mean_absolute_error: 203.3319 - val_loss: 103600.8447 - val_mean_absolute_error: 299.9433
Epoch 903/5000
148/148 [==============================] - 0s 81us/step - loss: 57805.3838 - mean_absolute_error: 203.2646 - val_loss: 103548.5391 - val_mean_absolute_error: 299.8636
Epoch 904/5000
148/148 [==============================] - 0s 74us/step - loss: 57772.1760 - mean_absolute_error: 203.1980 - val_loss: 103496.3013 - val_mean_absolute_error: 299.7840
Epoch 905/5000
148/148 [==============================] - 0s 74us/step - loss: 57736.8602 - mean_absolute_error: 203.1269 - val_loss: 103445.4547 - val_mean_absolute_error: 299.7064
Epoch 906/5000
148/148 [==============================] - 0s 74us/step - loss: 57705.0921 - mean_absolute_error: 203.0602 - val_loss: 103394.8159 - val_mean_absolute_error: 299.6292
Epoch 907/5000
148/148 [==============================] - 0s 74us/step - loss: 57672.3444 - mean_absolute_error: 202.9877 - val_loss: 103344.3959 - val_mean_absolute_error: 299.5518
Epoch 908/5000
148/148 [==============================] - 0s 68us/step - loss: 57640.0234 - mean_absolute_error: 202.9127 - val_loss: 103294.4719 - val_mean_absolute_error: 299.4750
Epoch 909/5000
148/148 [==============================] - 0s 81us/step - loss: 57607.4015 - mean_absolute_error: 202.8418 - val_loss: 103242.9609 - val_mean_absolute_error: 299.3960
Epoch 910/5000
148/148 [==============================] - 0s 61us/step - loss: 57575.1441 - mean_absolute_error: 202.7768 - val_loss: 103190.2784 - val_mean_absolute_error: 299.3150
Epoch 911/5000
148/148 [==============================] - 0s 74us/step - loss: 57540.4977 - mean_absolute_error: 202.7032 - val_loss: 103138.4072 - val_mean_absolute_error: 299.2355
Epoch 912/5000
148/148 [==============================] - 0s 74us/step - loss: 57506.9985 - mean_absolute_error: 202.6406 - val_loss: 103089.0909 - val_mean_absolute_error: 299.1606
Epoch 913/5000
148/148 [==============================] - 0s 74us/step - loss: 57474.6937 - mean_absolute_error: 202.5818 - val_loss: 103039.6134 - val_mean_absolute_error: 299.0853
Epoch 914/5000
148/148 [==============================] - 0s 68us/step - loss: 57442.8338 - mean_absolute_error: 202.5175 - val_loss: 102990.9297 - val_mean_absolute_error: 299.0108
Epoch 915/5000
148/148 [==============================] - 0s 74us/step - loss: 57410.9444 - mean_absolute_error: 202.4532 - val_loss: 102940.9397 - val_mean_absolute_error: 298.9345
Epoch 916/5000
148/148 [==============================] - 0s 68us/step - loss: 57377.4094 - mean_absolute_error: 202.3865 - val_loss: 102887.6553 - val_mean_absolute_error: 298.8531
Epoch 917/5000
148/148 [==============================] - 0s 68us/step - loss: 57344.2508 - mean_absolute_error: 202.3228 - val_loss: 102833.6641 - val_mean_absolute_error: 298.7705
Epoch 918/5000
148/148 [==============================] - 0s 81us/step - loss: 57308.7881 - mean_absolute_error: 202.2478 - val_loss: 102781.8684 - val_mean_absolute_error: 298.6913
Epoch 919/5000
148/148 [==============================] - 0s 74us/step - loss: 57276.1088 - mean_absolute_error: 202.2012 - val_loss: 102729.3497 - val_mean_absolute_error: 298.6125
Epoch 920/5000
148/148 [==============================] - 0s 68us/step - loss: 57240.8429 - mean_absolute_error: 202.1571 - val_loss: 102676.4888 - val_mean_absolute_error: 298.5326
Epoch 921/5000
148/148 [==============================] - 0s 74us/step - loss: 57206.1850 - mean_absolute_error: 202.1099 - val_loss: 102623.4556 - val_mean_absolute_error: 298.4523
Epoch 922/5000
148/148 [==============================] - 0s 74us/step - loss: 57171.9321 - mean_absolute_error: 202.0677 - val_loss: 102571.2609 - val_mean_absolute_error: 298.3730
Epoch 923/5000
148/148 [==============================] - 0s 74us/step - loss: 57139.3671 - mean_absolute_error: 202.0122 - val_loss: 102520.7766 - val_mean_absolute_error: 298.2959
Epoch 924/5000
148/148 [==============================] - 0s 74us/step - loss: 57106.0793 - mean_absolute_error: 201.9461 - val_loss: 102469.4472 - val_mean_absolute_error: 298.2173
Epoch 925/5000
148/148 [==============================] - 0s 68us/step - loss: 57071.9560 - mean_absolute_error: 201.8787 - val_loss: 102417.2888 - val_mean_absolute_error: 298.1374
Epoch 926/5000
148/148 [==============================] - 0s 81us/step - loss: 57039.0580 - mean_absolute_error: 201.8042 - val_loss: 102365.6597 - val_mean_absolute_error: 298.0579
Epoch 927/5000
148/148 [==============================] - 0s 74us/step - loss: 57005.3164 - mean_absolute_error: 201.7164 - val_loss: 102314.9888 - val_mean_absolute_error: 297.9798
Epoch 928/5000
148/148 [==============================] - 0s 68us/step - loss: 56973.1944 - mean_absolute_error: 201.6349 - val_loss: 102263.1978 - val_mean_absolute_error: 297.8999
Epoch 929/5000
148/148 [==============================] - 0s 68us/step - loss: 56939.8200 - mean_absolute_error: 201.5622 - val_loss: 102209.5528 - val_mean_absolute_error: 297.8173
Epoch 930/5000
148/148 [==============================] - 0s 68us/step - loss: 56904.8100 - mean_absolute_error: 201.4936 - val_loss: 102155.8716 - val_mean_absolute_error: 297.7350
Epoch 931/5000
148/148 [==============================] - 0s 74us/step - loss: 56870.9718 - mean_absolute_error: 201.4568 - val_loss: 102102.0703 - val_mean_absolute_error: 297.6538
Epoch 932/5000
148/148 [==============================] - 0s 81us/step - loss: 56835.1691 - mean_absolute_error: 201.4205 - val_loss: 102050.2284 - val_mean_absolute_error: 297.5748
Epoch 933/5000
148/148 [==============================] - 0s 68us/step - loss: 56802.7805 - mean_absolute_error: 201.3772 - val_loss: 101997.7584 - val_mean_absolute_error: 297.4948
Epoch 934/5000
148/148 [==============================] - 0s 68us/step - loss: 56769.4247 - mean_absolute_error: 201.3274 - val_loss: 101946.3794 - val_mean_absolute_error: 297.4160
Epoch 935/5000
148/148 [==============================] - 0s 81us/step - loss: 56736.6172 - mean_absolute_error: 201.2702 - val_loss: 101896.4138 - val_mean_absolute_error: 297.3392
Epoch 936/5000
148/148 [==============================] - 0s 68us/step - loss: 56703.9999 - mean_absolute_error: 201.2127 - val_loss: 101846.8534 - val_mean_absolute_error: 297.2633
Epoch 937/5000
148/148 [==============================] - 0s 68us/step - loss: 56672.3198 - mean_absolute_error: 201.1550 - val_loss: 101797.4372 - val_mean_absolute_error: 297.1874
Epoch 938/5000
148/148 [==============================] - 0s 68us/step - loss: 56640.0705 - mean_absolute_error: 201.0940 - val_loss: 101746.7612 - val_mean_absolute_error: 297.1095
Epoch 939/5000
148/148 [==============================] - 0s 74us/step - loss: 56607.7586 - mean_absolute_error: 201.0395 - val_loss: 101696.8322 - val_mean_absolute_error: 297.0329
Epoch 940/5000
148/148 [==============================] - 0s 74us/step - loss: 56575.1909 - mean_absolute_error: 200.9791 - val_loss: 101646.4591 - val_mean_absolute_error: 296.9551
Epoch 941/5000
148/148 [==============================] - 0s 68us/step - loss: 56543.0371 - mean_absolute_error: 200.9084 - val_loss: 101595.6672 - val_mean_absolute_error: 296.8769
Epoch 942/5000
148/148 [==============================] - 0s 74us/step - loss: 56510.2643 - mean_absolute_error: 200.8652 - val_loss: 101546.3547 - val_mean_absolute_error: 296.8026
Epoch 943/5000
148/148 [==============================] - 0s 74us/step - loss: 56477.8639 - mean_absolute_error: 200.8340 - val_loss: 101496.0566 - val_mean_absolute_error: 296.7260
Epoch 944/5000
148/148 [==============================] - 0s 68us/step - loss: 56445.0896 - mean_absolute_error: 200.7891 - val_loss: 101445.7316 - val_mean_absolute_error: 296.6489
Epoch 945/5000
148/148 [==============================] - 0s 74us/step - loss: 56413.0323 - mean_absolute_error: 200.7321 - val_loss: 101394.4391 - val_mean_absolute_error: 296.5700
Epoch 946/5000
148/148 [==============================] - 0s 68us/step - loss: 56379.3303 - mean_absolute_error: 200.6647 - val_loss: 101343.0778 - val_mean_absolute_error: 296.4909
Epoch 947/5000
148/148 [==============================] - 0s 81us/step - loss: 56344.5268 - mean_absolute_error: 200.5962 - val_loss: 101290.0859 - val_mean_absolute_error: 296.4090
Epoch 948/5000
148/148 [==============================] - 0s 68us/step - loss: 56311.3757 - mean_absolute_error: 200.5339 - val_loss: 101236.5291 - val_mean_absolute_error: 296.3267
Epoch 949/5000
148/148 [==============================] - 0s 68us/step - loss: 56278.2420 - mean_absolute_error: 200.4966 - val_loss: 101185.8828 - val_mean_absolute_error: 296.2500
Epoch 950/5000
148/148 [==============================] - 0s 74us/step - loss: 56245.5953 - mean_absolute_error: 200.4601 - val_loss: 101136.2684 - val_mean_absolute_error: 296.1741
Epoch 951/5000
148/148 [==============================] - 0s 68us/step - loss: 56212.6391 - mean_absolute_error: 200.3994 - val_loss: 101087.9987 - val_mean_absolute_error: 296.1000
Epoch 952/5000
148/148 [==============================] - 0s 81us/step - loss: 56182.6858 - mean_absolute_error: 200.3585 - val_loss: 101039.7816 - val_mean_absolute_error: 296.0270
Epoch 953/5000
148/148 [==============================] - 0s 74us/step - loss: 56149.1030 - mean_absolute_error: 200.3170 - val_loss: 100989.8466 - val_mean_absolute_error: 295.9506
Epoch 954/5000
148/148 [==============================] - 0s 74us/step - loss: 56118.3044 - mean_absolute_error: 200.2699 - val_loss: 100938.0250 - val_mean_absolute_error: 295.8708
Epoch 955/5000
148/148 [==============================] - 0s 74us/step - loss: 56084.3280 - mean_absolute_error: 200.2072 - val_loss: 100884.7866 - val_mean_absolute_error: 295.7885
Epoch 956/5000
148/148 [==============================] - 0s 81us/step - loss: 56050.6889 - mean_absolute_error: 200.1428 - val_loss: 100833.2759 - val_mean_absolute_error: 295.7093
Epoch 957/5000
148/148 [==============================] - 0s 68us/step - loss: 56018.1427 - mean_absolute_error: 200.0947 - val_loss: 100784.2747 - val_mean_absolute_error: 295.6347
Epoch 958/5000
148/148 [==============================] - 0s 68us/step - loss: 55986.1022 - mean_absolute_error: 200.0513 - val_loss: 100735.1919 - val_mean_absolute_error: 295.5591
Epoch 959/5000
148/148 [==============================] - 0s 74us/step - loss: 55953.9821 - mean_absolute_error: 199.9971 - val_loss: 100685.6044 - val_mean_absolute_error: 295.4829
Epoch 960/5000
148/148 [==============================] - 0s 74us/step - loss: 55922.6299 - mean_absolute_error: 199.9492 - val_loss: 100634.6216 - val_mean_absolute_error: 295.4043
Epoch 961/5000
148/148 [==============================] - 0s 68us/step - loss: 55889.5569 - mean_absolute_error: 199.8883 - val_loss: 100583.0678 - val_mean_absolute_error: 295.3245
Epoch 962/5000
148/148 [==============================] - 0s 68us/step - loss: 55855.9580 - mean_absolute_error: 199.8162 - val_loss: 100535.0791 - val_mean_absolute_error: 295.2500
Epoch 963/5000
148/148 [==============================] - 0s 74us/step - loss: 55825.5202 - mean_absolute_error: 199.7519 - val_loss: 100485.2997 - val_mean_absolute_error: 295.1726
Epoch 964/5000
148/148 [==============================] - 0s 81us/step - loss: 55793.6704 - mean_absolute_error: 199.6888 - val_loss: 100436.5091 - val_mean_absolute_error: 295.0970
Epoch 965/5000
148/148 [==============================] - 0s 68us/step - loss: 55761.5383 - mean_absolute_error: 199.6167 - val_loss: 100388.8028 - val_mean_absolute_error: 295.0229
Epoch 966/5000
148/148 [==============================] - 0s 74us/step - loss: 55730.4169 - mean_absolute_error: 199.5422 - val_loss: 100339.5994 - val_mean_absolute_error: 294.9465
Epoch 967/5000
148/148 [==============================] - 0s 81us/step - loss: 55698.2899 - mean_absolute_error: 199.4655 - val_loss: 100290.5612 - val_mean_absolute_error: 294.8700
Epoch 968/5000
148/148 [==============================] - 0s 61us/step - loss: 55666.5505 - mean_absolute_error: 199.3919 - val_loss: 100239.5606 - val_mean_absolute_error: 294.7906
Epoch 969/5000
148/148 [==============================] - 0s 74us/step - loss: 55634.2323 - mean_absolute_error: 199.3159 - val_loss: 100188.3847 - val_mean_absolute_error: 294.7108
Epoch 970/5000
148/148 [==============================] - 0s 68us/step - loss: 55600.8261 - mean_absolute_error: 199.2619 - val_loss: 100135.7091 - val_mean_absolute_error: 294.6299
Epoch 971/5000
148/148 [==============================] - 0s 74us/step - loss: 55568.2422 - mean_absolute_error: 199.2268 - val_loss: 100084.8047 - val_mean_absolute_error: 294.5510
Epoch 972/5000
148/148 [==============================] - 0s 68us/step - loss: 55535.4986 - mean_absolute_error: 199.1724 - val_loss: 100034.5550 - val_mean_absolute_error: 294.4729
Epoch 973/5000
148/148 [==============================] - 0s 81us/step - loss: 55504.1860 - mean_absolute_error: 199.1080 - val_loss: 99983.3550 - val_mean_absolute_error: 294.3928
Epoch 974/5000
148/148 [==============================] - 0s 74us/step - loss: 55471.4190 - mean_absolute_error: 199.0468 - val_loss: 99932.0312 - val_mean_absolute_error: 294.3134
Epoch 975/5000
148/148 [==============================] - 0s 68us/step - loss: 55437.6197 - mean_absolute_error: 198.9865 - val_loss: 99879.2041 - val_mean_absolute_error: 294.2311
Epoch 976/5000
148/148 [==============================] - 0s 74us/step - loss: 55403.8470 - mean_absolute_error: 198.9124 - val_loss: 99826.8044 - val_mean_absolute_error: 294.1494
Epoch 977/5000
148/148 [==============================] - 0s 68us/step - loss: 55369.5895 - mean_absolute_error: 198.8322 - val_loss: 99773.6156 - val_mean_absolute_error: 294.0661
Epoch 978/5000
148/148 [==============================] - 0s 74us/step - loss: 55336.7672 - mean_absolute_error: 198.7616 - val_loss: 99722.2109 - val_mean_absolute_error: 293.9858
Epoch 979/5000
148/148 [==============================] - 0s 61us/step - loss: 55303.2506 - mean_absolute_error: 198.6824 - val_loss: 99673.2341 - val_mean_absolute_error: 293.9085
Epoch 980/5000
148/148 [==============================] - 0s 81us/step - loss: 55272.1130 - mean_absolute_error: 198.5974 - val_loss: 99622.5881 - val_mean_absolute_error: 293.8288
Epoch 981/5000
148/148 [==============================] - 0s 68us/step - loss: 55239.2130 - mean_absolute_error: 198.5154 - val_loss: 99573.5503 - val_mean_absolute_error: 293.7518
Epoch 982/5000
148/148 [==============================] - 0s 81us/step - loss: 55207.6035 - mean_absolute_error: 198.4337 - val_loss: 99523.9428 - val_mean_absolute_error: 293.6756
Epoch 983/5000
148/148 [==============================] - 0s 68us/step - loss: 55175.6548 - mean_absolute_error: 198.3559 - val_loss: 99472.2337 - val_mean_absolute_error: 293.5962
Epoch 984/5000
148/148 [==============================] - 0s 74us/step - loss: 55141.4657 - mean_absolute_error: 198.2957 - val_loss: 99422.4591 - val_mean_absolute_error: 293.5198
Epoch 985/5000
148/148 [==============================] - 0s 74us/step - loss: 55109.4670 - mean_absolute_error: 198.2618 - val_loss: 99371.7603 - val_mean_absolute_error: 293.4422
Epoch 986/5000
148/148 [==============================] - 0s 74us/step - loss: 55077.7214 - mean_absolute_error: 198.2235 - val_loss: 99320.6159 - val_mean_absolute_error: 293.3637
Epoch 987/5000
148/148 [==============================] - 0s 74us/step - loss: 55044.8007 - mean_absolute_error: 198.1700 - val_loss: 99270.3016 - val_mean_absolute_error: 293.2867
Epoch 988/5000
148/148 [==============================] - 0s 74us/step - loss: 55013.3707 - mean_absolute_error: 198.1156 - val_loss: 99223.0619 - val_mean_absolute_error: 293.2146
Epoch 989/5000
148/148 [==============================] - 0s 74us/step - loss: 54982.1283 - mean_absolute_error: 198.0501 - val_loss: 99173.6138 - val_mean_absolute_error: 293.1389
Epoch 990/5000
148/148 [==============================] - 0s 74us/step - loss: 54950.1694 - mean_absolute_error: 197.9814 - val_loss: 99123.2228 - val_mean_absolute_error: 293.0613
Epoch 991/5000
148/148 [==============================] - 0s 74us/step - loss: 54918.2611 - mean_absolute_error: 197.8959 - val_loss: 99074.6056 - val_mean_absolute_error: 292.9864
Epoch 992/5000
148/148 [==============================] - 0s 74us/step - loss: 54886.4901 - mean_absolute_error: 197.8051 - val_loss: 99024.1822 - val_mean_absolute_error: 292.9086
Epoch 993/5000
148/148 [==============================] - 0s 68us/step - loss: 54854.1476 - mean_absolute_error: 197.7225 - val_loss: 98974.7591 - val_mean_absolute_error: 292.8324
Epoch 994/5000
148/148 [==============================] - 0s 74us/step - loss: 54822.0144 - mean_absolute_error: 197.6368 - val_loss: 98924.9028 - val_mean_absolute_error: 292.7553
Epoch 995/5000
148/148 [==============================] - 0s 68us/step - loss: 54788.6463 - mean_absolute_error: 197.5613 - val_loss: 98873.7553 - val_mean_absolute_error: 292.6762
Epoch 996/5000
148/148 [==============================] - 0s 68us/step - loss: 54756.4563 - mean_absolute_error: 197.4901 - val_loss: 98822.5216 - val_mean_absolute_error: 292.5964
Epoch 997/5000
148/148 [==============================] - 0s 68us/step - loss: 54723.3847 - mean_absolute_error: 197.4214 - val_loss: 98771.1984 - val_mean_absolute_error: 292.5173
Epoch 998/5000
148/148 [==============================] - 0s 74us/step - loss: 54691.5533 - mean_absolute_error: 197.3565 - val_loss: 98719.2156 - val_mean_absolute_error: 292.4376
Epoch 999/5000
148/148 [==============================] - 0s 68us/step - loss: 54657.4746 - mean_absolute_error: 197.2794 - val_loss: 98669.7781 - val_mean_absolute_error: 292.3618
Epoch 1000/5000
148/148 [==============================] - 0s 68us/step - loss: 54626.4230 - mean_absolute_error: 197.2083 - val_loss: 98618.5859 - val_mean_absolute_error: 292.2829
Epoch 1001/5000
148/148 [==============================] - 0s 81us/step - loss: 54593.1194 - mean_absolute_error: 197.1382 - val_loss: 98567.6591 - val_mean_absolute_error: 292.2041
Epoch 1002/5000
148/148 [==============================] - 0s 81us/step - loss: 54562.0443 - mean_absolute_error: 197.0737 - val_loss: 98517.6550 - val_mean_absolute_error: 292.1266
Epoch 1003/5000
148/148 [==============================] - 0s 68us/step - loss: 54528.8972 - mean_absolute_error: 197.0066 - val_loss: 98469.2456 - val_mean_absolute_error: 292.0516
Epoch 1004/5000
148/148 [==============================] - 0s 74us/step - loss: 54498.5139 - mean_absolute_error: 196.9401 - val_loss: 98420.7875 - val_mean_absolute_error: 291.9770
Epoch 1005/5000
148/148 [==============================] - 0s 74us/step - loss: 54466.8657 - mean_absolute_error: 196.8668 - val_loss: 98370.8266 - val_mean_absolute_error: 291.8996
Epoch 1006/5000
148/148 [==============================] - 0s 74us/step - loss: 54436.0942 - mean_absolute_error: 196.8010 - val_loss: 98318.9719 - val_mean_absolute_error: 291.8190
Epoch 1007/5000
148/148 [==============================] - 0s 74us/step - loss: 54402.8312 - mean_absolute_error: 196.7639 - val_loss: 98266.8969 - val_mean_absolute_error: 291.7369
Epoch 1008/5000
148/148 [==============================] - 0s 81us/step - loss: 54369.4338 - mean_absolute_error: 196.7375 - val_loss: 98215.2147 - val_mean_absolute_error: 291.6561
Epoch 1009/5000
148/148 [==============================] - 0s 68us/step - loss: 54335.7849 - mean_absolute_error: 196.6896 - val_loss: 98164.5503 - val_mean_absolute_error: 291.5772
Epoch 1010/5000
148/148 [==============================] - 0s 68us/step - loss: 54304.4113 - mean_absolute_error: 196.6438 - val_loss: 98113.4966 - val_mean_absolute_error: 291.4981
Epoch 1011/5000
148/148 [==============================] - 0s 74us/step - loss: 54272.6255 - mean_absolute_error: 196.5990 - val_loss: 98064.3266 - val_mean_absolute_error: 291.4220
Epoch 1012/5000
148/148 [==============================] - 0s 74us/step - loss: 54241.6061 - mean_absolute_error: 196.5463 - val_loss: 98015.4150 - val_mean_absolute_error: 291.3463
Epoch 1013/5000
148/148 [==============================] - 0s 68us/step - loss: 54210.4692 - mean_absolute_error: 196.4861 - val_loss: 97966.8431 - val_mean_absolute_error: 291.2711
Epoch 1014/5000
148/148 [==============================] - 0s 68us/step - loss: 54178.8712 - mean_absolute_error: 196.4031 - val_loss: 97920.1331 - val_mean_absolute_error: 291.1992
Epoch 1015/5000
148/148 [==============================] - 0s 68us/step - loss: 54149.1244 - mean_absolute_error: 196.3152 - val_loss: 97872.5159 - val_mean_absolute_error: 291.1259
Epoch 1016/5000
148/148 [==============================] - 0s 74us/step - loss: 54118.3371 - mean_absolute_error: 196.2321 - val_loss: 97822.8653 - val_mean_absolute_error: 291.0491
Epoch 1017/5000
148/148 [==============================] - 0s 68us/step - loss: 54086.1084 - mean_absolute_error: 196.1594 - val_loss: 97773.8081 - val_mean_absolute_error: 290.9730
Epoch 1018/5000
148/148 [==============================] - 0s 74us/step - loss: 54055.6866 - mean_absolute_error: 196.1254 - val_loss: 97724.7859 - val_mean_absolute_error: 290.8969
Epoch 1019/5000
148/148 [==============================] - 0s 74us/step - loss: 54023.5703 - mean_absolute_error: 196.0918 - val_loss: 97678.7956 - val_mean_absolute_error: 290.8255
Epoch 1020/5000
148/148 [==============================] - 0s 68us/step - loss: 53993.9327 - mean_absolute_error: 196.0445 - val_loss: 97633.8384 - val_mean_absolute_error: 290.7558
Epoch 1021/5000
148/148 [==============================] - 0s 81us/step - loss: 53964.9987 - mean_absolute_error: 195.9838 - val_loss: 97587.0022 - val_mean_absolute_error: 290.6830
Epoch 1022/5000
148/148 [==============================] - 0s 74us/step - loss: 53934.1503 - mean_absolute_error: 195.9260 - val_loss: 97537.8372 - val_mean_absolute_error: 290.6054
Epoch 1023/5000
148/148 [==============================] - 0s 81us/step - loss: 53903.0032 - mean_absolute_error: 195.8713 - val_loss: 97488.3003 - val_mean_absolute_error: 290.5280
Epoch 1024/5000
148/148 [==============================] - 0s 68us/step - loss: 53871.3477 - mean_absolute_error: 195.8115 - val_loss: 97441.3103 - val_mean_absolute_error: 290.4547
Epoch 1025/5000
148/148 [==============================] - 0s 74us/step - loss: 53841.2404 - mean_absolute_error: 195.7540 - val_loss: 97393.7831 - val_mean_absolute_error: 290.3809
Epoch 1026/5000
148/148 [==============================] - 0s 68us/step - loss: 53811.1355 - mean_absolute_error: 195.6985 - val_loss: 97347.0419 - val_mean_absolute_error: 290.3091
Epoch 1027/5000
148/148 [==============================] - 0s 68us/step - loss: 53780.5709 - mean_absolute_error: 195.6387 - val_loss: 97297.1394 - val_mean_absolute_error: 290.2319
Epoch 1028/5000
148/148 [==============================] - 0s 74us/step - loss: 53748.4332 - mean_absolute_error: 195.5715 - val_loss: 97247.5050 - val_mean_absolute_error: 290.1550
Epoch 1029/5000
148/148 [==============================] - 0s 74us/step - loss: 53717.2039 - mean_absolute_error: 195.5062 - val_loss: 97197.5697 - val_mean_absolute_error: 290.0774
Epoch 1030/5000
148/148 [==============================] - 0s 81us/step - loss: 53684.4866 - mean_absolute_error: 195.4469 - val_loss: 97149.9997 - val_mean_absolute_error: 290.0041
Epoch 1031/5000
148/148 [==============================] - 0s 81us/step - loss: 53655.0688 - mean_absolute_error: 195.3907 - val_loss: 97101.8356 - val_mean_absolute_error: 289.9297
Epoch 1032/5000
148/148 [==============================] - 0s 68us/step - loss: 53623.2915 - mean_absolute_error: 195.3266 - val_loss: 97054.5750 - val_mean_absolute_error: 289.8565
Epoch 1033/5000
148/148 [==============================] - 0s 68us/step - loss: 53592.8765 - mean_absolute_error: 195.2671 - val_loss: 97005.7144 - val_mean_absolute_error: 289.7797
Epoch 1034/5000
148/148 [==============================] - 0s 68us/step - loss: 53561.3085 - mean_absolute_error: 195.2060 - val_loss: 96956.4438 - val_mean_absolute_error: 289.7026
Epoch 1035/5000
148/148 [==============================] - 0s 68us/step - loss: 53528.9707 - mean_absolute_error: 195.1438 - val_loss: 96907.4481 - val_mean_absolute_error: 289.6257
Epoch 1036/5000
148/148 [==============================] - 0s 74us/step - loss: 53498.6138 - mean_absolute_error: 195.0813 - val_loss: 96857.2219 - val_mean_absolute_error: 289.5473
Epoch 1037/5000
148/148 [==============================] - 0s 68us/step - loss: 53466.4931 - mean_absolute_error: 195.0107 - val_loss: 96807.9131 - val_mean_absolute_error: 289.4704
Epoch 1038/5000
148/148 [==============================] - 0s 74us/step - loss: 53435.0765 - mean_absolute_error: 194.9396 - val_loss: 96757.6375 - val_mean_absolute_error: 289.3918
Epoch 1039/5000
148/148 [==============================] - 0s 68us/step - loss: 53402.5412 - mean_absolute_error: 194.8706 - val_loss: 96706.1709 - val_mean_absolute_error: 289.3113
Epoch 1040/5000
148/148 [==============================] - 0s 74us/step - loss: 53369.4646 - mean_absolute_error: 194.8055 - val_loss: 96654.7459 - val_mean_absolute_error: 289.2309
Epoch 1041/5000
148/148 [==============================] - 0s 74us/step - loss: 53336.6521 - mean_absolute_error: 194.7329 - val_loss: 96605.3038 - val_mean_absolute_error: 289.1540
Epoch 1042/5000
148/148 [==============================] - 0s 74us/step - loss: 53305.4404 - mean_absolute_error: 194.6598 - val_loss: 96557.3106 - val_mean_absolute_error: 289.0799
Epoch 1043/5000
148/148 [==============================] - 0s 81us/step - loss: 53274.7331 - mean_absolute_error: 194.5907 - val_loss: 96509.6303 - val_mean_absolute_error: 289.0058
Epoch 1044/5000
148/148 [==============================] - 0s 81us/step - loss: 53243.8838 - mean_absolute_error: 194.5280 - val_loss: 96459.9244 - val_mean_absolute_error: 288.9279
Epoch 1045/5000
148/148 [==============================] - 0s 68us/step - loss: 53210.8453 - mean_absolute_error: 194.4790 - val_loss: 96409.4847 - val_mean_absolute_error: 288.8488
Epoch 1046/5000
148/148 [==============================] - 0s 68us/step - loss: 53179.6709 - mean_absolute_error: 194.4528 - val_loss: 96359.1263 - val_mean_absolute_error: 288.7697
Epoch 1047/5000
148/148 [==============================] - 0s 74us/step - loss: 53147.0925 - mean_absolute_error: 194.4180 - val_loss: 96308.6747 - val_mean_absolute_error: 288.6902
Epoch 1048/5000
148/148 [==============================] - 0s 68us/step - loss: 53115.3923 - mean_absolute_error: 194.3711 - val_loss: 96257.5097 - val_mean_absolute_error: 288.6088
Epoch 1049/5000
148/148 [==============================] - 0s 68us/step - loss: 53082.2645 - mean_absolute_error: 194.3121 - val_loss: 96206.9478 - val_mean_absolute_error: 288.5289
Epoch 1050/5000
148/148 [==============================] - 0s 74us/step - loss: 53049.9723 - mean_absolute_error: 194.2449 - val_loss: 96155.8122 - val_mean_absolute_error: 288.4485
Epoch 1051/5000
148/148 [==============================] - 0s 74us/step - loss: 53016.9117 - mean_absolute_error: 194.1698 - val_loss: 96107.3406 - val_mean_absolute_error: 288.3728
Epoch 1052/5000
148/148 [==============================] - 0s 61us/step - loss: 52987.1475 - mean_absolute_error: 194.0971 - val_loss: 96058.5553 - val_mean_absolute_error: 288.2968
Epoch 1053/5000
148/148 [==============================] - 0s 81us/step - loss: 52955.2448 - mean_absolute_error: 194.0306 - val_loss: 96008.4919 - val_mean_absolute_error: 288.2184
Epoch 1054/5000
148/148 [==============================] - 0s 68us/step - loss: 52923.8944 - mean_absolute_error: 193.9744 - val_loss: 95957.8869 - val_mean_absolute_error: 288.1391
Epoch 1055/5000
148/148 [==============================] - 0s 68us/step - loss: 52891.6425 - mean_absolute_error: 193.9143 - val_loss: 95908.2816 - val_mean_absolute_error: 288.0615
Epoch 1056/5000
148/148 [==============================] - 0s 74us/step - loss: 52859.3096 - mean_absolute_error: 193.8470 - val_loss: 95859.8200 - val_mean_absolute_error: 287.9858
Epoch 1057/5000
148/148 [==============================] - 0s 74us/step - loss: 52829.1052 - mean_absolute_error: 193.7773 - val_loss: 95810.7719 - val_mean_absolute_error: 287.9087
Epoch 1058/5000
148/148 [==============================] - 0s 68us/step - loss: 52796.5668 - mean_absolute_error: 193.6919 - val_loss: 95763.5959 - val_mean_absolute_error: 287.8355
Epoch 1059/5000
148/148 [==============================] - 0s 81us/step - loss: 52766.1026 - mean_absolute_error: 193.6093 - val_loss: 95714.3412 - val_mean_absolute_error: 287.7586
Epoch 1060/5000
148/148 [==============================] - 0s 74us/step - loss: 52735.2338 - mean_absolute_error: 193.5336 - val_loss: 95666.6384 - val_mean_absolute_error: 287.6842
Epoch 1061/5000
148/148 [==============================] - 0s 74us/step - loss: 52705.0554 - mean_absolute_error: 193.4528 - val_loss: 95618.0925 - val_mean_absolute_error: 287.6081
Epoch 1062/5000
148/148 [==============================] - 0s 81us/step - loss: 52674.0375 - mean_absolute_error: 193.3741 - val_loss: 95570.0887 - val_mean_absolute_error: 287.5328
Epoch 1063/5000
148/148 [==============================] - 0s 68us/step - loss: 52642.9886 - mean_absolute_error: 193.3365 - val_loss: 95522.3703 - val_mean_absolute_error: 287.4581
Epoch 1064/5000
148/148 [==============================] - 0s 74us/step - loss: 52612.0195 - mean_absolute_error: 193.2783 - val_loss: 95476.1381 - val_mean_absolute_error: 287.3864
Epoch 1065/5000
148/148 [==============================] - 0s 68us/step - loss: 52581.3348 - mean_absolute_error: 193.2172 - val_loss: 95426.8072 - val_mean_absolute_error: 287.3087
Epoch 1066/5000
148/148 [==============================] - 0s 68us/step - loss: 52549.4824 - mean_absolute_error: 193.1567 - val_loss: 95375.3684 - val_mean_absolute_error: 287.2275
Epoch 1067/5000
148/148 [==============================] - 0s 81us/step - loss: 52515.3826 - mean_absolute_error: 193.0947 - val_loss: 95323.0797 - val_mean_absolute_error: 287.1439
Epoch 1068/5000
148/148 [==============================] - 0s 68us/step - loss: 52481.5587 - mean_absolute_error: 193.0329 - val_loss: 95270.9228 - val_mean_absolute_error: 287.0611
Epoch 1069/5000
148/148 [==============================] - 0s 74us/step - loss: 52450.1875 - mean_absolute_error: 192.9634 - val_loss: 95219.0497 - val_mean_absolute_error: 286.9790
Epoch 1070/5000
148/148 [==============================] - 0s 68us/step - loss: 52417.1329 - mean_absolute_error: 192.8885 - val_loss: 95169.0266 - val_mean_absolute_error: 286.9001
Epoch 1071/5000
148/148 [==============================] - 0s 74us/step - loss: 52385.1724 - mean_absolute_error: 192.8164 - val_loss: 95120.3266 - val_mean_absolute_error: 286.8222
Epoch 1072/5000
148/148 [==============================] - 0s 68us/step - loss: 52354.0479 - mean_absolute_error: 192.7527 - val_loss: 95071.2275 - val_mean_absolute_error: 286.7436
Epoch 1073/5000
148/148 [==============================] - 0s 74us/step - loss: 52323.0982 - mean_absolute_error: 192.6914 - val_loss: 95022.8853 - val_mean_absolute_error: 286.6666
Epoch 1074/5000
148/148 [==============================] - 0s 74us/step - loss: 52292.1007 - mean_absolute_error: 192.6254 - val_loss: 94977.5866 - val_mean_absolute_error: 286.5950
Epoch 1075/5000
148/148 [==============================] - 0s 81us/step - loss: 52262.9921 - mean_absolute_error: 192.5614 - val_loss: 94930.8419 - val_mean_absolute_error: 286.5212
Epoch 1076/5000
148/148 [==============================] - 0s 68us/step - loss: 52232.7024 - mean_absolute_error: 192.4949 - val_loss: 94882.6419 - val_mean_absolute_error: 286.4454
Epoch 1077/5000
148/148 [==============================] - 0s 74us/step - loss: 52202.1997 - mean_absolute_error: 192.4355 - val_loss: 94833.1653 - val_mean_absolute_error: 286.3674
Epoch 1078/5000
148/148 [==============================] - 0s 68us/step - loss: 52170.9961 - mean_absolute_error: 192.3668 - val_loss: 94782.9422 - val_mean_absolute_error: 286.2883
Epoch 1079/5000
148/148 [==============================] - 0s 61us/step - loss: 52139.0743 - mean_absolute_error: 192.2930 - val_loss: 94731.7722 - val_mean_absolute_error: 286.2077
Epoch 1080/5000
148/148 [==============================] - 0s 74us/step - loss: 52105.7765 - mean_absolute_error: 192.2231 - val_loss: 94681.4444 - val_mean_absolute_error: 286.1279
Epoch 1081/5000
148/148 [==============================] - 0s 68us/step - loss: 52074.8917 - mean_absolute_error: 192.1565 - val_loss: 94630.3047 - val_mean_absolute_error: 286.0467
Epoch 1082/5000
148/148 [==============================] - 0s 68us/step - loss: 52043.0815 - mean_absolute_error: 192.1133 - val_loss: 94579.8288 - val_mean_absolute_error: 285.9656
Epoch 1083/5000
148/148 [==============================] - 0s 74us/step - loss: 52009.5722 - mean_absolute_error: 192.0957 - val_loss: 94531.3488 - val_mean_absolute_error: 285.8884
Epoch 1084/5000
148/148 [==============================] - 0s 68us/step - loss: 51979.5312 - mean_absolute_error: 192.0548 - val_loss: 94482.3269 - val_mean_absolute_error: 285.8103
Epoch 1085/5000
148/148 [==============================] - 0s 74us/step - loss: 51946.8110 - mean_absolute_error: 192.0266 - val_loss: 94432.7612 - val_mean_absolute_error: 285.7303
Epoch 1086/5000
148/148 [==============================] - 0s 68us/step - loss: 51918.9243 - mean_absolute_error: 192.0293 - val_loss: 94384.5534 - val_mean_absolute_error: 285.6530
Epoch 1087/5000
148/148 [==============================] - 0s 81us/step - loss: 51889.1274 - mean_absolute_error: 192.0008 - val_loss: 94336.2872 - val_mean_absolute_error: 285.5757
Epoch 1088/5000
148/148 [==============================] - 0s 81us/step - loss: 51858.3461 - mean_absolute_error: 191.9615 - val_loss: 94287.4241 - val_mean_absolute_error: 285.4976
Epoch 1089/5000
148/148 [==============================] - 0s 81us/step - loss: 51828.8385 - mean_absolute_error: 191.9326 - val_loss: 94238.3644 - val_mean_absolute_error: 285.4193
Epoch 1090/5000
148/148 [==============================] - 0s 68us/step - loss: 51797.5289 - mean_absolute_error: 191.9070 - val_loss: 94190.6316 - val_mean_absolute_error: 285.3430
Epoch 1091/5000
148/148 [==============================] - 0s 68us/step - loss: 51768.6871 - mean_absolute_error: 191.8760 - val_loss: 94143.8669 - val_mean_absolute_error: 285.2685
Epoch 1092/5000
148/148 [==============================] - 0s 81us/step - loss: 51739.6245 - mean_absolute_error: 191.8467 - val_loss: 94098.4853 - val_mean_absolute_error: 285.1957
Epoch 1093/5000
148/148 [==============================] - 0s 74us/step - loss: 51709.7408 - mean_absolute_error: 191.7959 - val_loss: 94053.3003 - val_mean_absolute_error: 285.1237
Epoch 1094/5000
148/148 [==============================] - 0s 68us/step - loss: 51680.4916 - mean_absolute_error: 191.7388 - val_loss: 94006.4388 - val_mean_absolute_error: 285.0493
Epoch 1095/5000
148/148 [==============================] - 0s 74us/step - loss: 51650.5202 - mean_absolute_error: 191.6773 - val_loss: 93957.4850 - val_mean_absolute_error: 284.9718
Epoch 1096/5000
148/148 [==============================] - 0s 68us/step - loss: 51619.0806 - mean_absolute_error: 191.6115 - val_loss: 93909.9794 - val_mean_absolute_error: 284.8964
Epoch 1097/5000
148/148 [==============================] - 0s 68us/step - loss: 51588.5383 - mean_absolute_error: 191.5436 - val_loss: 93860.9816 - val_mean_absolute_error: 284.8186
Epoch 1098/5000
148/148 [==============================] - 0s 81us/step - loss: 51557.2908 - mean_absolute_error: 191.4713 - val_loss: 93812.4713 - val_mean_absolute_error: 284.7415
Epoch 1099/5000
148/148 [==============================] - 0s 74us/step - loss: 51526.7345 - mean_absolute_error: 191.4072 - val_loss: 93764.2119 - val_mean_absolute_error: 284.6647
Epoch 1100/5000
148/148 [==============================] - 0s 68us/step - loss: 51494.9700 - mean_absolute_error: 191.3408 - val_loss: 93713.6375 - val_mean_absolute_error: 284.5840
Epoch 1101/5000
148/148 [==============================] - 0s 74us/step - loss: 51462.5866 - mean_absolute_error: 191.2702 - val_loss: 93663.4637 - val_mean_absolute_error: 284.5040
Epoch 1102/5000
148/148 [==============================] - 0s 68us/step - loss: 51430.7610 - mean_absolute_error: 191.2061 - val_loss: 93614.8659 - val_mean_absolute_error: 284.4263
Epoch 1103/5000
148/148 [==============================] - 0s 74us/step - loss: 51399.9353 - mean_absolute_error: 191.1518 - val_loss: 93564.2659 - val_mean_absolute_error: 284.3457
Epoch 1104/5000
148/148 [==============================] - 0s 74us/step - loss: 51367.2838 - mean_absolute_error: 191.0922 - val_loss: 93512.4691 - val_mean_absolute_error: 284.2628
Epoch 1105/5000
148/148 [==============================] - 0s 68us/step - loss: 51334.8929 - mean_absolute_error: 191.0269 - val_loss: 93461.8216 - val_mean_absolute_error: 284.1820
Epoch 1106/5000
148/148 [==============================] - 0s 68us/step - loss: 51303.2792 - mean_absolute_error: 190.9641 - val_loss: 93411.4806 - val_mean_absolute_error: 284.1018
Epoch 1107/5000
148/148 [==============================] - 0s 68us/step - loss: 51271.5842 - mean_absolute_error: 190.8979 - val_loss: 93364.3569 - val_mean_absolute_error: 284.0267
Epoch 1108/5000
148/148 [==============================] - 0s 68us/step - loss: 51241.9208 - mean_absolute_error: 190.8309 - val_loss: 93316.9816 - val_mean_absolute_error: 283.9512
Epoch 1109/5000
148/148 [==============================] - 0s 68us/step - loss: 51212.4964 - mean_absolute_error: 190.7664 - val_loss: 93268.2909 - val_mean_absolute_error: 283.8730
Epoch 1110/5000
148/148 [==============================] - 0s 74us/step - loss: 51180.6885 - mean_absolute_error: 190.7276 - val_loss: 93218.4694 - val_mean_absolute_error: 283.7922
Epoch 1111/5000
148/148 [==============================] - 0s 74us/step - loss: 51150.1134 - mean_absolute_error: 190.7112 - val_loss: 93169.7256 - val_mean_absolute_error: 283.7135
Epoch 1112/5000
148/148 [==============================] - 0s 68us/step - loss: 51120.3660 - mean_absolute_error: 190.6640 - val_loss: 93121.3587 - val_mean_absolute_error: 283.6356
Epoch 1113/5000
148/148 [==============================] - 0s 74us/step - loss: 51090.4040 - mean_absolute_error: 190.6111 - val_loss: 93072.9966 - val_mean_absolute_error: 283.5577
Epoch 1114/5000
148/148 [==============================] - 0s 68us/step - loss: 51060.3114 - mean_absolute_error: 190.5697 - val_loss: 93024.8997 - val_mean_absolute_error: 283.4808
Epoch 1115/5000
148/148 [==============================] - 0s 68us/step - loss: 51031.1261 - mean_absolute_error: 190.5255 - val_loss: 92976.7384 - val_mean_absolute_error: 283.4041
Epoch 1116/5000
148/148 [==============================] - 0s 68us/step - loss: 51000.2100 - mean_absolute_error: 190.4710 - val_loss: 92930.1516 - val_mean_absolute_error: 283.3300
Epoch 1117/5000
148/148 [==============================] - 0s 74us/step - loss: 50970.3745 - mean_absolute_error: 190.4143 - val_loss: 92882.2737 - val_mean_absolute_error: 283.2533
Epoch 1118/5000
148/148 [==============================] - 0s 68us/step - loss: 50940.6336 - mean_absolute_error: 190.3495 - val_loss: 92834.8991 - val_mean_absolute_error: 283.1773
Epoch 1119/5000
148/148 [==============================] - 0s 74us/step - loss: 50910.7177 - mean_absolute_error: 190.2757 - val_loss: 92788.0287 - val_mean_absolute_error: 283.1023
Epoch 1120/5000
148/148 [==============================] - 0s 68us/step - loss: 50880.4822 - mean_absolute_error: 190.1927 - val_loss: 92740.9981 - val_mean_absolute_error: 283.0276
Epoch 1121/5000
148/148 [==============================] - 0s 74us/step - loss: 50850.5587 - mean_absolute_error: 190.1138 - val_loss: 92693.6925 - val_mean_absolute_error: 282.9521
Epoch 1122/5000
148/148 [==============================] - 0s 74us/step - loss: 50819.2829 - mean_absolute_error: 190.0462 - val_loss: 92648.4956 - val_mean_absolute_error: 282.8803
Epoch 1123/5000
148/148 [==============================] - 0s 74us/step - loss: 50790.8682 - mean_absolute_error: 189.9973 - val_loss: 92602.5841 - val_mean_absolute_error: 282.8072
Epoch 1124/5000
148/148 [==============================] - 0s 61us/step - loss: 50761.3034 - mean_absolute_error: 189.9425 - val_loss: 92556.2916 - val_mean_absolute_error: 282.7332
Epoch 1125/5000
148/148 [==============================] - 0s 74us/step - loss: 50732.0736 - mean_absolute_error: 189.8882 - val_loss: 92507.2859 - val_mean_absolute_error: 282.6547
Epoch 1126/5000
148/148 [==============================] - 0s 68us/step - loss: 50700.2801 - mean_absolute_error: 189.8238 - val_loss: 92458.8003 - val_mean_absolute_error: 282.5770
Epoch 1127/5000
148/148 [==============================] - 0s 68us/step - loss: 50669.9064 - mean_absolute_error: 189.7614 - val_loss: 92409.1844 - val_mean_absolute_error: 282.4973
Epoch 1128/5000
148/148 [==============================] - 0s 74us/step - loss: 50640.4882 - mean_absolute_error: 189.7303 - val_loss: 92361.6938 - val_mean_absolute_error: 282.4206
Epoch 1129/5000
148/148 [==============================] - 0s 61us/step - loss: 50608.5733 - mean_absolute_error: 189.6836 - val_loss: 92315.1172 - val_mean_absolute_error: 282.3452
Epoch 1130/5000
148/148 [==============================] - 0s 74us/step - loss: 50581.2050 - mean_absolute_error: 189.6489 - val_loss: 92265.2516 - val_mean_absolute_error: 282.2637
Epoch 1131/5000
148/148 [==============================] - 0s 74us/step - loss: 50548.6043 - mean_absolute_error: 189.5849 - val_loss: 92219.4222 - val_mean_absolute_error: 282.1895
Epoch 1132/5000
148/148 [==============================] - 0s 61us/step - loss: 50519.6416 - mean_absolute_error: 189.5165 - val_loss: 92174.9453 - val_mean_absolute_error: 282.1176
Epoch 1133/5000
148/148 [==============================] - 0s 68us/step - loss: 50490.6118 - mean_absolute_error: 189.4516 - val_loss: 92129.3687 - val_mean_absolute_error: 282.0441
Epoch 1134/5000
148/148 [==============================] - 0s 74us/step - loss: 50461.7606 - mean_absolute_error: 189.3867 - val_loss: 92082.7541 - val_mean_absolute_error: 281.9691
Epoch 1135/5000
148/148 [==============================] - 0s 68us/step - loss: 50431.6412 - mean_absolute_error: 189.3182 - val_loss: 92036.2400 - val_mean_absolute_error: 281.8936
Epoch 1136/5000
148/148 [==============================] - 0s 74us/step - loss: 50401.4541 - mean_absolute_error: 189.2448 - val_loss: 91987.8925 - val_mean_absolute_error: 281.8154
Epoch 1137/5000
148/148 [==============================] - 0s 81us/step - loss: 50371.3676 - mean_absolute_error: 189.1717 - val_loss: 91940.5931 - val_mean_absolute_error: 281.7384
Epoch 1138/5000
148/148 [==============================] - 0s 68us/step - loss: 50341.0011 - mean_absolute_error: 189.0949 - val_loss: 91892.2447 - val_mean_absolute_error: 281.6600
Epoch 1139/5000
148/148 [==============================] - 0s 68us/step - loss: 50309.9661 - mean_absolute_error: 189.0237 - val_loss: 91844.2559 - val_mean_absolute_error: 281.5823
Epoch 1140/5000
148/148 [==============================] - 0s 74us/step - loss: 50279.5070 - mean_absolute_error: 188.9558 - val_loss: 91796.7131 - val_mean_absolute_error: 281.5056
Epoch 1141/5000
148/148 [==============================] - 0s 74us/step - loss: 50249.4518 - mean_absolute_error: 188.8880 - val_loss: 91750.6413 - val_mean_absolute_error: 281.4314
Epoch 1142/5000
148/148 [==============================] - 0s 61us/step - loss: 50219.5222 - mean_absolute_error: 188.8252 - val_loss: 91703.8459 - val_mean_absolute_error: 281.3559
Epoch 1143/5000
148/148 [==============================] - 0s 81us/step - loss: 50189.5446 - mean_absolute_error: 188.7535 - val_loss: 91656.7684 - val_mean_absolute_error: 281.2802
Epoch 1144/5000
148/148 [==============================] - 0s 74us/step - loss: 50159.9017 - mean_absolute_error: 188.6798 - val_loss: 91608.9322 - val_mean_absolute_error: 281.2031
Epoch 1145/5000
148/148 [==============================] - 0s 74us/step - loss: 50130.2022 - mean_absolute_error: 188.6093 - val_loss: 91559.6797 - val_mean_absolute_error: 281.1239
Epoch 1146/5000
148/148 [==============================] - 0s 74us/step - loss: 50098.1990 - mean_absolute_error: 188.5370 - val_loss: 91509.8319 - val_mean_absolute_error: 281.0441
Epoch 1147/5000
148/148 [==============================] - 0s 74us/step - loss: 50065.9940 - mean_absolute_error: 188.4670 - val_loss: 91460.9088 - val_mean_absolute_error: 280.9664
Epoch 1148/5000
148/148 [==============================] - 0s 68us/step - loss: 50036.1132 - mean_absolute_error: 188.4075 - val_loss: 91411.7563 - val_mean_absolute_error: 280.8877
Epoch 1149/5000
148/148 [==============================] - 0s 68us/step - loss: 50004.7307 - mean_absolute_error: 188.3412 - val_loss: 91362.7531 - val_mean_absolute_error: 280.8088
Epoch 1150/5000
148/148 [==============================] - 0s 74us/step - loss: 49973.8023 - mean_absolute_error: 188.2680 - val_loss: 91314.7181 - val_mean_absolute_error: 280.7302
Epoch 1151/5000
148/148 [==============================] - 0s 74us/step - loss: 49943.2310 - mean_absolute_error: 188.2035 - val_loss: 91265.5553 - val_mean_absolute_error: 280.6501
Epoch 1152/5000
148/148 [==============================] - 0s 74us/step - loss: 49911.7279 - mean_absolute_error: 188.1396 - val_loss: 91216.6772 - val_mean_absolute_error: 280.5711
Epoch 1153/5000
148/148 [==============================] - 0s 74us/step - loss: 49881.5495 - mean_absolute_error: 188.0811 - val_loss: 91168.9947 - val_mean_absolute_error: 280.4941
Epoch 1154/5000
148/148 [==============================] - 0s 68us/step - loss: 49851.0782 - mean_absolute_error: 188.0237 - val_loss: 91123.1728 - val_mean_absolute_error: 280.4199
Epoch 1155/5000
148/148 [==============================] - 0s 68us/step - loss: 49822.0184 - mean_absolute_error: 187.9738 - val_loss: 91076.7431 - val_mean_absolute_error: 280.3449
Epoch 1156/5000
148/148 [==============================] - 0s 68us/step - loss: 49793.4537 - mean_absolute_error: 187.9165 - val_loss: 91030.6941 - val_mean_absolute_error: 280.2703
Epoch 1157/5000
148/148 [==============================] - 0s 74us/step - loss: 49762.6112 - mean_absolute_error: 187.8629 - val_loss: 90985.5559 - val_mean_absolute_error: 280.1977
Epoch 1158/5000
148/148 [==============================] - 0s 74us/step - loss: 49733.9823 - mean_absolute_error: 187.8143 - val_loss: 90937.5881 - val_mean_absolute_error: 280.1202
Epoch 1159/5000
148/148 [==============================] - 0s 74us/step - loss: 49704.8123 - mean_absolute_error: 187.7429 - val_loss: 90890.4591 - val_mean_absolute_error: 280.0444
Epoch 1160/5000
148/148 [==============================] - 0s 68us/step - loss: 49673.7037 - mean_absolute_error: 187.6635 - val_loss: 90843.5150 - val_mean_absolute_error: 279.9690
Epoch 1161/5000
148/148 [==============================] - 0s 74us/step - loss: 49645.2543 - mean_absolute_error: 187.5881 - val_loss: 90797.1641 - val_mean_absolute_error: 279.8945
Epoch 1162/5000
148/148 [==============================] - 0s 68us/step - loss: 49613.9398 - mean_absolute_error: 187.5439 - val_loss: 90751.7156 - val_mean_absolute_error: 279.8199
Epoch 1163/5000
148/148 [==============================] - 0s 68us/step - loss: 49587.6526 - mean_absolute_error: 187.5324 - val_loss: 90706.1103 - val_mean_absolute_error: 279.7451
Epoch 1164/5000
148/148 [==============================] - 0s 74us/step - loss: 49559.4880 - mean_absolute_error: 187.4919 - val_loss: 90659.7637 - val_mean_absolute_error: 279.6696
Epoch 1165/5000
148/148 [==============================] - 0s 81us/step - loss: 49530.1686 - mean_absolute_error: 187.4463 - val_loss: 90613.7331 - val_mean_absolute_error: 279.5955
Epoch 1166/5000
148/148 [==============================] - 0s 68us/step - loss: 49501.6172 - mean_absolute_error: 187.3968 - val_loss: 90565.4212 - val_mean_absolute_error: 279.5173
Epoch 1167/5000
148/148 [==============================] - 0s 68us/step - loss: 49470.7035 - mean_absolute_error: 187.3341 - val_loss: 90518.3313 - val_mean_absolute_error: 279.4414
Epoch 1168/5000
148/148 [==============================] - 0s 68us/step - loss: 49441.4620 - mean_absolute_error: 187.2678 - val_loss: 90470.7169 - val_mean_absolute_error: 279.3643
Epoch 1169/5000
148/148 [==============================] - 0s 74us/step - loss: 49409.9387 - mean_absolute_error: 187.1963 - val_loss: 90422.4272 - val_mean_absolute_error: 279.2860
Epoch 1170/5000
148/148 [==============================] - 0s 74us/step - loss: 49380.0382 - mean_absolute_error: 187.1589 - val_loss: 90373.3019 - val_mean_absolute_error: 279.2061
Epoch 1171/5000
148/148 [==============================] - 0s 74us/step - loss: 49350.4268 - mean_absolute_error: 187.1386 - val_loss: 90325.1491 - val_mean_absolute_error: 279.1275
Epoch 1172/5000
148/148 [==============================] - 0s 68us/step - loss: 49319.8830 - mean_absolute_error: 187.0935 - val_loss: 90277.3084 - val_mean_absolute_error: 279.0499
Epoch 1173/5000
148/148 [==============================] - 0s 74us/step - loss: 49290.0415 - mean_absolute_error: 187.0332 - val_loss: 90231.8397 - val_mean_absolute_error: 278.9760
Epoch 1174/5000
148/148 [==============================] - 0s 68us/step - loss: 49260.7945 - mean_absolute_error: 186.9638 - val_loss: 90186.1784 - val_mean_absolute_error: 278.9020
Epoch 1175/5000
148/148 [==============================] - 0s 74us/step - loss: 49232.0393 - mean_absolute_error: 186.8942 - val_loss: 90140.8656 - val_mean_absolute_error: 278.8285
Epoch 1176/5000
148/148 [==============================] - 0s 74us/step - loss: 49202.8768 - mean_absolute_error: 186.8229 - val_loss: 90095.1856 - val_mean_absolute_error: 278.7542
Epoch 1177/5000
148/148 [==============================] - 0s 81us/step - loss: 49173.9354 - mean_absolute_error: 186.7582 - val_loss: 90048.9906 - val_mean_absolute_error: 278.6790
Epoch 1178/5000
148/148 [==============================] - 0s 81us/step - loss: 49145.1578 - mean_absolute_error: 186.6999 - val_loss: 90003.1950 - val_mean_absolute_error: 278.6049
Epoch 1179/5000
148/148 [==============================] - 0s 74us/step - loss: 49116.1214 - mean_absolute_error: 186.6388 - val_loss: 89957.5663 - val_mean_absolute_error: 278.5318
Epoch 1180/5000
148/148 [==============================] - 0s 68us/step - loss: 49087.4859 - mean_absolute_error: 186.5767 - val_loss: 89910.6591 - val_mean_absolute_error: 278.4570
Epoch 1181/5000
148/148 [==============================] - 0s 68us/step - loss: 49056.6794 - mean_absolute_error: 186.5114 - val_loss: 89863.0016 - val_mean_absolute_error: 278.3809
Epoch 1182/5000
148/148 [==============================] - 0s 68us/step - loss: 49028.7210 - mean_absolute_error: 186.4817 - val_loss: 89813.5822 - val_mean_absolute_error: 278.3006
Epoch 1183/5000
148/148 [==============================] - 0s 68us/step - loss: 48997.9704 - mean_absolute_error: 186.4627 - val_loss: 89765.9559 - val_mean_absolute_error: 278.2236
Epoch 1184/5000
148/148 [==============================] - 0s 68us/step - loss: 48969.3410 - mean_absolute_error: 186.4368 - val_loss: 89717.9772 - val_mean_absolute_error: 278.1461
Epoch 1185/5000
148/148 [==============================] - 0s 81us/step - loss: 48939.1898 - mean_absolute_error: 186.3935 - val_loss: 89671.9031 - val_mean_absolute_error: 278.0720
Epoch 1186/5000
148/148 [==============================] - 0s 74us/step - loss: 48910.7045 - mean_absolute_error: 186.3428 - val_loss: 89626.4162 - val_mean_absolute_error: 277.9989
Epoch 1187/5000
148/148 [==============================] - 0s 68us/step - loss: 48882.0853 - mean_absolute_error: 186.2874 - val_loss: 89581.5681 - val_mean_absolute_error: 277.9264
Epoch 1188/5000
148/148 [==============================] - 0s 74us/step - loss: 48853.3216 - mean_absolute_error: 186.2291 - val_loss: 89536.1881 - val_mean_absolute_error: 277.8536
Epoch 1189/5000
148/148 [==============================] - 0s 74us/step - loss: 48825.3591 - mean_absolute_error: 186.1616 - val_loss: 89491.0581 - val_mean_absolute_error: 277.7808
Epoch 1190/5000
148/148 [==============================] - 0s 68us/step - loss: 48796.5865 - mean_absolute_error: 186.0986 - val_loss: 89445.8562 - val_mean_absolute_error: 277.7080
Epoch 1191/5000
148/148 [==============================] - 0s 74us/step - loss: 48768.1158 - mean_absolute_error: 186.0335 - val_loss: 89402.2875 - val_mean_absolute_error: 277.6375
Epoch 1192/5000
148/148 [==============================] - 0s 74us/step - loss: 48739.7659 - mean_absolute_error: 185.9549 - val_loss: 89357.9709 - val_mean_absolute_error: 277.5662
Epoch 1193/5000
148/148 [==============================] - 0s 74us/step - loss: 48711.1470 - mean_absolute_error: 185.8762 - val_loss: 89311.9525 - val_mean_absolute_error: 277.4921
Epoch 1194/5000
148/148 [==============================] - 0s 68us/step - loss: 48681.8635 - mean_absolute_error: 185.7980 - val_loss: 89265.9344 - val_mean_absolute_error: 277.4178
Epoch 1195/5000
148/148 [==============================] - 0s 81us/step - loss: 48653.7388 - mean_absolute_error: 185.7549 - val_loss: 89219.2300 - val_mean_absolute_error: 277.3420
Epoch 1196/5000
148/148 [==============================] - 0s 68us/step - loss: 48623.3594 - mean_absolute_error: 185.7299 - val_loss: 89173.0816 - val_mean_absolute_error: 277.2670
Epoch 1197/5000
148/148 [==============================] - 0s 74us/step - loss: 48594.7822 - mean_absolute_error: 185.6909 - val_loss: 89126.1700 - val_mean_absolute_error: 277.1911
Epoch 1198/5000
148/148 [==============================] - 0s 74us/step - loss: 48565.4809 - mean_absolute_error: 185.6311 - val_loss: 89079.2538 - val_mean_absolute_error: 277.1155
Epoch 1199/5000
148/148 [==============================] - 0s 88us/step - loss: 48536.1757 - mean_absolute_error: 185.5643 - val_loss: 89034.2550 - val_mean_absolute_error: 277.0427
Epoch 1200/5000
148/148 [==============================] - 0s 74us/step - loss: 48508.0355 - mean_absolute_error: 185.5013 - val_loss: 88991.5144 - val_mean_absolute_error: 276.9734
Epoch 1201/5000
148/148 [==============================] - 0s 74us/step - loss: 48481.1964 - mean_absolute_error: 185.4191 - val_loss: 88948.4512 - val_mean_absolute_error: 276.9042
Epoch 1202/5000
148/148 [==============================] - 0s 61us/step - loss: 48452.9351 - mean_absolute_error: 185.3354 - val_loss: 88904.7397 - val_mean_absolute_error: 276.8332
Epoch 1203/5000
148/148 [==============================] - 0s 68us/step - loss: 48424.2597 - mean_absolute_error: 185.2918 - val_loss: 88857.0056 - val_mean_absolute_error: 276.7545
Epoch 1204/5000
148/148 [==============================] - 0s 68us/step - loss: 48395.0700 - mean_absolute_error: 185.2605 - val_loss: 88809.6931 - val_mean_absolute_error: 276.6776
Epoch 1205/5000
148/148 [==============================] - 0s 68us/step - loss: 48367.8864 - mean_absolute_error: 185.2226 - val_loss: 88763.4541 - val_mean_absolute_error: 276.6024
Epoch 1206/5000
148/148 [==============================] - 0s 61us/step - loss: 48338.6923 - mean_absolute_error: 185.1645 - val_loss: 88717.8369 - val_mean_absolute_error: 276.5287
Epoch 1207/5000
148/148 [==============================] - 0s 68us/step - loss: 48309.4978 - mean_absolute_error: 185.0937 - val_loss: 88672.8653 - val_mean_absolute_error: 276.4560
Epoch 1208/5000
148/148 [==============================] - 0s 74us/step - loss: 48281.1636 - mean_absolute_error: 185.0247 - val_loss: 88625.9178 - val_mean_absolute_error: 276.3797
Epoch 1209/5000
148/148 [==============================] - 0s 81us/step - loss: 48251.4549 - mean_absolute_error: 184.9576 - val_loss: 88579.0000 - val_mean_absolute_error: 276.3030
Epoch 1210/5000
148/148 [==============================] - 0s 68us/step - loss: 48221.6917 - mean_absolute_error: 184.9160 - val_loss: 88531.2606 - val_mean_absolute_error: 276.2244
Epoch 1211/5000
148/148 [==============================] - 0s 68us/step - loss: 48192.8708 - mean_absolute_error: 184.8749 - val_loss: 88484.8575 - val_mean_absolute_error: 276.1486
Epoch 1212/5000
148/148 [==============================] - 0s 81us/step - loss: 48165.0508 - mean_absolute_error: 184.8204 - val_loss: 88438.3097 - val_mean_absolute_error: 276.0729
Epoch 1213/5000
148/148 [==============================] - 0s 68us/step - loss: 48136.0177 - mean_absolute_error: 184.7580 - val_loss: 88391.5181 - val_mean_absolute_error: 275.9968
Epoch 1214/5000
148/148 [==============================] - 0s 74us/step - loss: 48107.2374 - mean_absolute_error: 184.7016 - val_loss: 88345.5078 - val_mean_absolute_error: 275.9221
Epoch 1215/5000
148/148 [==============================] - 0s 68us/step - loss: 48078.9859 - mean_absolute_error: 184.6513 - val_loss: 88301.1859 - val_mean_absolute_error: 275.8504
Epoch 1216/5000
148/148 [==============================] - 0s 81us/step - loss: 48050.5093 - mean_absolute_error: 184.5935 - val_loss: 88257.5622 - val_mean_absolute_error: 275.7801
Epoch 1217/5000
148/148 [==============================] - 0s 74us/step - loss: 48023.0288 - mean_absolute_error: 184.5292 - val_loss: 88214.0931 - val_mean_absolute_error: 275.7099
Epoch 1218/5000
148/148 [==============================] - 0s 68us/step - loss: 47995.1991 - mean_absolute_error: 184.4915 - val_loss: 88170.0744 - val_mean_absolute_error: 275.6383
Epoch 1219/5000
148/148 [==============================] - 0s 68us/step - loss: 47968.2369 - mean_absolute_error: 184.4751 - val_loss: 88124.0100 - val_mean_absolute_error: 275.5631
Epoch 1220/5000
148/148 [==============================] - 0s 68us/step - loss: 47939.5757 - mean_absolute_error: 184.4350 - val_loss: 88077.0503 - val_mean_absolute_error: 275.4864
Epoch 1221/5000
148/148 [==============================] - 0s 74us/step - loss: 47910.4011 - mean_absolute_error: 184.3792 - val_loss: 88031.8316 - val_mean_absolute_error: 275.4131
Epoch 1222/5000
148/148 [==============================] - 0s 68us/step - loss: 47881.9674 - mean_absolute_error: 184.3100 - val_loss: 87988.3431 - val_mean_absolute_error: 275.3427
Epoch 1223/5000
148/148 [==============================] - 0s 74us/step - loss: 47854.3718 - mean_absolute_error: 184.2449 - val_loss: 87943.2722 - val_mean_absolute_error: 275.2696
Epoch 1224/5000
148/148 [==============================] - 0s 81us/step - loss: 47826.1782 - mean_absolute_error: 184.1886 - val_loss: 87898.4816 - val_mean_absolute_error: 275.1967
Epoch 1225/5000
148/148 [==============================] - 0s 74us/step - loss: 47798.0092 - mean_absolute_error: 184.1319 - val_loss: 87852.1712 - val_mean_absolute_error: 275.1211
Epoch 1226/5000
148/148 [==============================] - 0s 81us/step - loss: 47768.6641 - mean_absolute_error: 184.0699 - val_loss: 87804.7294 - val_mean_absolute_error: 275.0437
Epoch 1227/5000
148/148 [==============================] - 0s 74us/step - loss: 47737.9445 - mean_absolute_error: 184.0013 - val_loss: 87757.0491 - val_mean_absolute_error: 274.9660
Epoch 1228/5000
148/148 [==============================] - 0s 68us/step - loss: 47708.7099 - mean_absolute_error: 183.9417 - val_loss: 87708.6475 - val_mean_absolute_error: 274.8871
Epoch 1229/5000
148/148 [==============================] - 0s 74us/step - loss: 47677.4115 - mean_absolute_error: 183.8730 - val_loss: 87662.2191 - val_mean_absolute_error: 274.8110
Epoch 1230/5000
148/148 [==============================] - 0s 81us/step - loss: 47648.5193 - mean_absolute_error: 183.7985 - val_loss: 87616.6331 - val_mean_absolute_error: 274.7366
Epoch 1231/5000
148/148 [==============================] - 0s 68us/step - loss: 47619.5804 - mean_absolute_error: 183.7204 - val_loss: 87569.8028 - val_mean_absolute_error: 274.6600
Epoch 1232/5000
148/148 [==============================] - 0s 74us/step - loss: 47589.8707 - mean_absolute_error: 183.6558 - val_loss: 87523.6166 - val_mean_absolute_error: 274.5842
Epoch 1233/5000
148/148 [==============================] - 0s 68us/step - loss: 47560.9442 - mean_absolute_error: 183.6051 - val_loss: 87477.2703 - val_mean_absolute_error: 274.5081
Epoch 1234/5000
148/148 [==============================] - 0s 81us/step - loss: 47531.2673 - mean_absolute_error: 183.5475 - val_loss: 87430.9122 - val_mean_absolute_error: 274.4320
Epoch 1235/5000
148/148 [==============================] - 0s 61us/step - loss: 47502.1485 - mean_absolute_error: 183.4898 - val_loss: 87383.1962 - val_mean_absolute_error: 274.3536
Epoch 1236/5000
148/148 [==============================] - 0s 68us/step - loss: 47472.3438 - mean_absolute_error: 183.4225 - val_loss: 87336.2128 - val_mean_absolute_error: 274.2758
Epoch 1237/5000
148/148 [==============================] - 0s 74us/step - loss: 47442.9864 - mean_absolute_error: 183.3506 - val_loss: 87290.4019 - val_mean_absolute_error: 274.2002
Epoch 1238/5000
148/148 [==============================] - 0s 68us/step - loss: 47412.5333 - mean_absolute_error: 183.2712 - val_loss: 87245.8509 - val_mean_absolute_error: 274.1270
Epoch 1239/5000
148/148 [==============================] - 0s 68us/step - loss: 47386.0316 - mean_absolute_error: 183.1848 - val_loss: 87200.6441 - val_mean_absolute_error: 274.0529
Epoch 1240/5000
148/148 [==============================] - 0s 68us/step - loss: 47355.6324 - mean_absolute_error: 183.1000 - val_loss: 87155.2822 - val_mean_absolute_error: 273.9786
Epoch 1241/5000
148/148 [==============================] - 0s 74us/step - loss: 47328.1706 - mean_absolute_error: 183.0220 - val_loss: 87109.9078 - val_mean_absolute_error: 273.9043
Epoch 1242/5000
148/148 [==============================] - 0s 68us/step - loss: 47298.7151 - mean_absolute_error: 182.9453 - val_loss: 87066.1816 - val_mean_absolute_error: 273.8324
Epoch 1243/5000
148/148 [==============================] - 0s 81us/step - loss: 47269.8457 - mean_absolute_error: 182.8661 - val_loss: 87022.3262 - val_mean_absolute_error: 273.7602
Epoch 1244/5000
148/148 [==============================] - 0s 74us/step - loss: 47242.4155 - mean_absolute_error: 182.7910 - val_loss: 86976.7184 - val_mean_absolute_error: 273.6851
Epoch 1245/5000
148/148 [==============================] - 0s 74us/step - loss: 47212.1559 - mean_absolute_error: 182.7166 - val_loss: 86929.3794 - val_mean_absolute_error: 273.6070
Epoch 1246/5000
148/148 [==============================] - 0s 81us/step - loss: 47182.5341 - mean_absolute_error: 182.6554 - val_loss: 86881.0553 - val_mean_absolute_error: 273.5274
Epoch 1247/5000
148/148 [==============================] - 0s 68us/step - loss: 47154.0907 - mean_absolute_error: 182.5925 - val_loss: 86833.6091 - val_mean_absolute_error: 273.4492
Epoch 1248/5000
148/148 [==============================] - 0s 74us/step - loss: 47124.7517 - mean_absolute_error: 182.5290 - val_loss: 86788.9200 - val_mean_absolute_error: 273.3758
Epoch 1249/5000
148/148 [==============================] - 0s 74us/step - loss: 47097.4191 - mean_absolute_error: 182.4682 - val_loss: 86745.6728 - val_mean_absolute_error: 273.3053
Epoch 1250/5000
148/148 [==============================] - 0s 74us/step - loss: 47069.3470 - mean_absolute_error: 182.4069 - val_loss: 86703.3356 - val_mean_absolute_error: 273.2360
Epoch 1251/5000
148/148 [==============================] - 0s 68us/step - loss: 47043.6361 - mean_absolute_error: 182.3536 - val_loss: 86660.5519 - val_mean_absolute_error: 273.1660
Epoch 1252/5000
148/148 [==============================] - 0s 68us/step - loss: 47016.0149 - mean_absolute_error: 182.3014 - val_loss: 86615.4472 - val_mean_absolute_error: 273.0918
Epoch 1253/5000
148/148 [==============================] - 0s 74us/step - loss: 46988.4794 - mean_absolute_error: 182.2491 - val_loss: 86571.1509 - val_mean_absolute_error: 273.0186
Epoch 1254/5000
148/148 [==============================] - 0s 74us/step - loss: 46960.2094 - mean_absolute_error: 182.1880 - val_loss: 86526.7584 - val_mean_absolute_error: 272.9453
Epoch 1255/5000
148/148 [==============================] - 0s 68us/step - loss: 46931.6730 - mean_absolute_error: 182.1341 - val_loss: 86482.6450 - val_mean_absolute_error: 272.8720
Epoch 1256/5000
148/148 [==============================] - 0s 68us/step - loss: 46904.4786 - mean_absolute_error: 182.0837 - val_loss: 86437.3359 - val_mean_absolute_error: 272.7962
Epoch 1257/5000
148/148 [==============================] - 0s 74us/step - loss: 46877.1864 - mean_absolute_error: 182.0614 - val_loss: 86390.4569 - val_mean_absolute_error: 272.7176
Epoch 1258/5000
148/148 [==============================] - 0s 68us/step - loss: 46848.9170 - mean_absolute_error: 182.0705 - val_loss: 86345.9434 - val_mean_absolute_error: 272.6443
Epoch 1259/5000
148/148 [==============================] - 0s 81us/step - loss: 46822.0873 - mean_absolute_error: 182.0429 - val_loss: 86302.2575 - val_mean_absolute_error: 272.5724
Epoch 1260/5000
148/148 [==============================] - 0s 68us/step - loss: 46795.3896 - mean_absolute_error: 182.0009 - val_loss: 86257.6950 - val_mean_absolute_error: 272.4984
Epoch 1261/5000
148/148 [==============================] - 0s 74us/step - loss: 46767.1612 - mean_absolute_error: 181.9474 - val_loss: 86214.9797 - val_mean_absolute_error: 272.4276
Epoch 1262/5000
148/148 [==============================] - 0s 68us/step - loss: 46740.7278 - mean_absolute_error: 181.8889 - val_loss: 86171.7166 - val_mean_absolute_error: 272.3560
Epoch 1263/5000
148/148 [==============================] - 0s 81us/step - loss: 46713.9522 - mean_absolute_error: 181.8220 - val_loss: 86130.2663 - val_mean_absolute_error: 272.2881
Epoch 1264/5000
148/148 [==============================] - 0s 74us/step - loss: 46687.2503 - mean_absolute_error: 181.7487 - val_loss: 86086.6591 - val_mean_absolute_error: 272.2165
Epoch 1265/5000
148/148 [==============================] - 0s 74us/step - loss: 46660.5093 - mean_absolute_error: 181.6832 - val_loss: 86043.9350 - val_mean_absolute_error: 272.1464
Epoch 1266/5000
148/148 [==============================] - 0s 88us/step - loss: 46633.7029 - mean_absolute_error: 181.6221 - val_loss: 86001.5516 - val_mean_absolute_error: 272.0765
Epoch 1267/5000
148/148 [==============================] - 0s 81us/step - loss: 46606.8765 - mean_absolute_error: 181.5535 - val_loss: 85959.0875 - val_mean_absolute_error: 272.0066
Epoch 1268/5000
148/148 [==============================] - 0s 81us/step - loss: 46579.5176 - mean_absolute_error: 181.4839 - val_loss: 85916.1537 - val_mean_absolute_error: 271.9357
Epoch 1269/5000
148/148 [==============================] - 0s 81us/step - loss: 46552.3076 - mean_absolute_error: 181.4191 - val_loss: 85874.5291 - val_mean_absolute_error: 271.8675
Epoch 1270/5000
148/148 [==============================] - 0s 68us/step - loss: 46525.7508 - mean_absolute_error: 181.3586 - val_loss: 85830.7131 - val_mean_absolute_error: 271.7953
Epoch 1271/5000
148/148 [==============================] - 0s 68us/step - loss: 46497.9829 - mean_absolute_error: 181.2945 - val_loss: 85786.4425 - val_mean_absolute_error: 271.7221
Epoch 1272/5000
148/148 [==============================] - 0s 74us/step - loss: 46469.2104 - mean_absolute_error: 181.2219 - val_loss: 85741.7666 - val_mean_absolute_error: 271.6483
Epoch 1273/5000
148/148 [==============================] - 0s 74us/step - loss: 46442.8244 - mean_absolute_error: 181.1472 - val_loss: 85695.9700 - val_mean_absolute_error: 271.5721
Epoch 1274/5000
148/148 [==============================] - 0s 74us/step - loss: 46410.1540 - mean_absolute_error: 181.0962 - val_loss: 85647.5072 - val_mean_absolute_error: 271.4903
Epoch 1275/5000
148/148 [==============================] - 0s 68us/step - loss: 46382.5545 - mean_absolute_error: 181.0813 - val_loss: 85598.8619 - val_mean_absolute_error: 271.4086
Epoch 1276/5000
148/148 [==============================] - 0s 68us/step - loss: 46353.4265 - mean_absolute_error: 181.0551 - val_loss: 85550.4325 - val_mean_absolute_error: 271.3280
Epoch 1277/5000
148/148 [==============================] - 0s 68us/step - loss: 46323.0097 - mean_absolute_error: 181.0075 - val_loss: 85502.3441 - val_mean_absolute_error: 271.2479
Epoch 1278/5000
148/148 [==============================] - 0s 68us/step - loss: 46293.8555 - mean_absolute_error: 180.9506 - val_loss: 85455.8647 - val_mean_absolute_error: 271.1708
Epoch 1279/5000
148/148 [==============================] - 0s 81us/step - loss: 46265.1331 - mean_absolute_error: 180.8890 - val_loss: 85410.7172 - val_mean_absolute_error: 271.0957
Epoch 1280/5000
148/148 [==============================] - 0s 68us/step - loss: 46236.9985 - mean_absolute_error: 180.8301 - val_loss: 85367.7388 - val_mean_absolute_error: 271.0242
Epoch 1281/5000
148/148 [==============================] - 0s 74us/step - loss: 46211.4092 - mean_absolute_error: 180.7724 - val_loss: 85325.3675 - val_mean_absolute_error: 270.9534
Epoch 1282/5000
148/148 [==============================] - 0s 74us/step - loss: 46184.2439 - mean_absolute_error: 180.7129 - val_loss: 85283.2672 - val_mean_absolute_error: 270.8832
Epoch 1283/5000
148/148 [==============================] - 0s 74us/step - loss: 46156.9793 - mean_absolute_error: 180.6559 - val_loss: 85239.7797 - val_mean_absolute_error: 270.8105
Epoch 1284/5000
148/148 [==============================] - 0s 68us/step - loss: 46129.1439 - mean_absolute_error: 180.5978 - val_loss: 85193.2422 - val_mean_absolute_error: 270.7326
Epoch 1285/5000
148/148 [==============================] - 0s 74us/step - loss: 46100.3921 - mean_absolute_error: 180.5438 - val_loss: 85144.2916 - val_mean_absolute_error: 270.6504
Epoch 1286/5000
148/148 [==============================] - 0s 68us/step - loss: 46069.5773 - mean_absolute_error: 180.4875 - val_loss: 85098.3844 - val_mean_absolute_error: 270.5738
Epoch 1287/5000
148/148 [==============================] - 0s 61us/step - loss: 46040.9916 - mean_absolute_error: 180.4324 - val_loss: 85052.1050 - val_mean_absolute_error: 270.4965
Epoch 1288/5000
148/148 [==============================] - 0s 74us/step - loss: 46012.6175 - mean_absolute_error: 180.3807 - val_loss: 85003.6919 - val_mean_absolute_error: 270.4151
Epoch 1289/5000
148/148 [==============================] - 0s 68us/step - loss: 45981.7457 - mean_absolute_error: 180.3239 - val_loss: 84957.2475 - val_mean_absolute_error: 270.3374
Epoch 1290/5000
148/148 [==============================] - 0s 61us/step - loss: 45953.6451 - mean_absolute_error: 180.2689 - val_loss: 84910.5944 - val_mean_absolute_error: 270.2592
Epoch 1291/5000
148/148 [==============================] - 0s 68us/step - loss: 45925.6365 - mean_absolute_error: 180.2457 - val_loss: 84862.4791 - val_mean_absolute_error: 270.1774
Epoch 1292/5000
148/148 [==============================] - 0s 74us/step - loss: 45895.6535 - mean_absolute_error: 180.2348 - val_loss: 84814.6306 - val_mean_absolute_error: 270.0963
Epoch 1293/5000
148/148 [==============================] - 0s 68us/step - loss: 45867.3702 - mean_absolute_error: 180.2188 - val_loss: 84767.9197 - val_mean_absolute_error: 270.0177
Epoch 1294/5000
148/148 [==============================] - 0s 74us/step - loss: 45839.4177 - mean_absolute_error: 180.1744 - val_loss: 84721.6347 - val_mean_absolute_error: 269.9406
Epoch 1295/5000
148/148 [==============================] - 0s 68us/step - loss: 45811.8093 - mean_absolute_error: 180.1287 - val_loss: 84677.4547 - val_mean_absolute_error: 269.8675
Epoch 1296/5000
148/148 [==============================] - 0s 74us/step - loss: 45782.4232 - mean_absolute_error: 180.0560 - val_loss: 84634.2481 - val_mean_absolute_error: 269.7959
Epoch 1297/5000
148/148 [==============================] - 0s 68us/step - loss: 45755.7475 - mean_absolute_error: 179.9778 - val_loss: 84591.3938 - val_mean_absolute_error: 269.7244
Epoch 1298/5000
148/148 [==============================] - 0s 68us/step - loss: 45727.4250 - mean_absolute_error: 179.8961 - val_loss: 84547.5266 - val_mean_absolute_error: 269.6513
Epoch 1299/5000
148/148 [==============================] - 0s 68us/step - loss: 45700.8715 - mean_absolute_error: 179.8088 - val_loss: 84504.2103 - val_mean_absolute_error: 269.5795
Epoch 1300/5000
148/148 [==============================] - 0s 74us/step - loss: 45671.5989 - mean_absolute_error: 179.7039 - val_loss: 84460.6394 - val_mean_absolute_error: 269.5077
Epoch 1301/5000
148/148 [==============================] - 0s 68us/step - loss: 45643.9450 - mean_absolute_error: 179.6193 - val_loss: 84416.0544 - val_mean_absolute_error: 269.4336
Epoch 1302/5000
148/148 [==============================] - 0s 74us/step - loss: 45616.2765 - mean_absolute_error: 179.5351 - val_loss: 84371.3378 - val_mean_absolute_error: 269.3596
Epoch 1303/5000
148/148 [==============================] - 0s 61us/step - loss: 45586.1565 - mean_absolute_error: 179.4426 - val_loss: 84327.0456 - val_mean_absolute_error: 269.2859
Epoch 1304/5000
148/148 [==============================] - 0s 68us/step - loss: 45558.5249 - mean_absolute_error: 179.3647 - val_loss: 84281.1512 - val_mean_absolute_error: 269.2094
Epoch 1305/5000
148/148 [==============================] - 0s 68us/step - loss: 45528.6104 - mean_absolute_error: 179.2882 - val_loss: 84235.5200 - val_mean_absolute_error: 269.1332
Epoch 1306/5000
148/148 [==============================] - 0s 61us/step - loss: 45501.0551 - mean_absolute_error: 179.2230 - val_loss: 84191.4100 - val_mean_absolute_error: 269.0593
Epoch 1307/5000
148/148 [==============================] - 0s 68us/step - loss: 45475.8981 - mean_absolute_error: 179.2083 - val_loss: 84146.6900 - val_mean_absolute_error: 268.9831
Epoch 1308/5000
148/148 [==============================] - 0s 68us/step - loss: 45447.8872 - mean_absolute_error: 179.2061 - val_loss: 84103.5866 - val_mean_absolute_error: 268.9099
Epoch 1309/5000
148/148 [==============================] - 0s 68us/step - loss: 45421.3543 - mean_absolute_error: 179.1771 - val_loss: 84060.4634 - val_mean_absolute_error: 268.8370
Epoch 1310/5000
148/148 [==============================] - 0s 68us/step - loss: 45394.8591 - mean_absolute_error: 179.1331 - val_loss: 84018.1125 - val_mean_absolute_error: 268.7650
Epoch 1311/5000
148/148 [==============================] - 0s 74us/step - loss: 45367.8500 - mean_absolute_error: 179.0900 - val_loss: 83975.3622 - val_mean_absolute_error: 268.6923
Epoch 1312/5000
148/148 [==============================] - 0s 61us/step - loss: 45342.3257 - mean_absolute_error: 179.0540 - val_loss: 83931.5994 - val_mean_absolute_error: 268.6179
Epoch 1313/5000
148/148 [==============================] - 0s 74us/step - loss: 45314.7512 - mean_absolute_error: 179.0016 - val_loss: 83888.2434 - val_mean_absolute_error: 268.5444
Epoch 1314/5000
148/148 [==============================] - 0s 68us/step - loss: 45288.0222 - mean_absolute_error: 178.9402 - val_loss: 83845.0991 - val_mean_absolute_error: 268.4716
Epoch 1315/5000
148/148 [==============================] - 0s 68us/step - loss: 45261.4791 - mean_absolute_error: 178.8701 - val_loss: 83799.6978 - val_mean_absolute_error: 268.3951
Epoch 1316/5000
148/148 [==============================] - 0s 74us/step - loss: 45230.4755 - mean_absolute_error: 178.8272 - val_loss: 83756.0644 - val_mean_absolute_error: 268.3213
Epoch 1317/5000
148/148 [==============================] - 0s 74us/step - loss: 45205.7447 - mean_absolute_error: 178.8096 - val_loss: 83712.1541 - val_mean_absolute_error: 268.2468
Epoch 1318/5000
148/148 [==============================] - 0s 68us/step - loss: 45177.5884 - mean_absolute_error: 178.7727 - val_loss: 83667.3134 - val_mean_absolute_error: 268.1693
Epoch 1319/5000
148/148 [==============================] - 0s 74us/step - loss: 45149.1274 - mean_absolute_error: 178.7442 - val_loss: 83621.6109 - val_mean_absolute_error: 268.0910
Epoch 1320/5000
148/148 [==============================] - 0s 74us/step - loss: 45121.2595 - mean_absolute_error: 178.7378 - val_loss: 83576.7300 - val_mean_absolute_error: 268.0141
Epoch 1321/5000
148/148 [==============================] - 0s 68us/step - loss: 45094.1387 - mean_absolute_error: 178.7081 - val_loss: 83533.1487 - val_mean_absolute_error: 267.9400
Epoch 1322/5000
148/148 [==============================] - 0s 74us/step - loss: 45067.7473 - mean_absolute_error: 178.6599 - val_loss: 83490.1537 - val_mean_absolute_error: 267.8674
Epoch 1323/5000
148/148 [==============================] - 0s 68us/step - loss: 45041.8211 - mean_absolute_error: 178.6060 - val_loss: 83448.0606 - val_mean_absolute_error: 267.7963
Epoch 1324/5000
148/148 [==============================] - 0s 68us/step - loss: 45014.9923 - mean_absolute_error: 178.5723 - val_loss: 83404.6066 - val_mean_absolute_error: 267.7220
Epoch 1325/5000
148/148 [==============================] - 0s 74us/step - loss: 44990.4736 - mean_absolute_error: 178.5487 - val_loss: 83361.2900 - val_mean_absolute_error: 267.6487
Epoch 1326/5000
148/148 [==============================] - 0s 68us/step - loss: 44963.2803 - mean_absolute_error: 178.4920 - val_loss: 83318.1431 - val_mean_absolute_error: 267.5757
Epoch 1327/5000
148/148 [==============================] - 0s 68us/step - loss: 44936.1536 - mean_absolute_error: 178.4300 - val_loss: 83275.9997 - val_mean_absolute_error: 267.5044
Epoch 1328/5000
148/148 [==============================] - 0s 74us/step - loss: 44910.1119 - mean_absolute_error: 178.3581 - val_loss: 83233.5347 - val_mean_absolute_error: 267.4338
Epoch 1329/5000
148/148 [==============================] - 0s 68us/step - loss: 44883.5052 - mean_absolute_error: 178.2790 - val_loss: 83192.4175 - val_mean_absolute_error: 267.3651
Epoch 1330/5000
148/148 [==============================] - 0s 68us/step - loss: 44856.0206 - mean_absolute_error: 178.1819 - val_loss: 83151.0669 - val_mean_absolute_error: 267.2960
Epoch 1331/5000
148/148 [==============================] - 0s 74us/step - loss: 44829.8120 - mean_absolute_error: 178.0975 - val_loss: 83108.7397 - val_mean_absolute_error: 267.2249
Epoch 1332/5000
148/148 [==============================] - 0s 68us/step - loss: 44801.6717 - mean_absolute_error: 178.0226 - val_loss: 83065.7956 - val_mean_absolute_error: 267.1531
Epoch 1333/5000
148/148 [==============================] - 0s 74us/step - loss: 44773.8234 - mean_absolute_error: 177.9473 - val_loss: 83020.9072 - val_mean_absolute_error: 267.0777
Epoch 1334/5000
148/148 [==============================] - 0s 61us/step - loss: 44746.3690 - mean_absolute_error: 177.8805 - val_loss: 82975.8991 - val_mean_absolute_error: 267.0018
Epoch 1335/5000
148/148 [==============================] - 0s 74us/step - loss: 44720.0514 - mean_absolute_error: 177.8250 - val_loss: 82933.0644 - val_mean_absolute_error: 266.9283
Epoch 1336/5000
148/148 [==============================] - 0s 68us/step - loss: 44691.5931 - mean_absolute_error: 177.7688 - val_loss: 82890.5969 - val_mean_absolute_error: 266.8560
Epoch 1337/5000
148/148 [==============================] - 0s 68us/step - loss: 44664.7275 - mean_absolute_error: 177.7036 - val_loss: 82847.6497 - val_mean_absolute_error: 266.7832
Epoch 1338/5000
148/148 [==============================] - 0s 74us/step - loss: 44637.2548 - mean_absolute_error: 177.6325 - val_loss: 82802.0231 - val_mean_absolute_error: 266.7059
Epoch 1339/5000
148/148 [==============================] - 0s 68us/step - loss: 44608.8141 - mean_absolute_error: 177.5575 - val_loss: 82756.9881 - val_mean_absolute_error: 266.6297
Epoch 1340/5000
148/148 [==============================] - 0s 68us/step - loss: 44581.0367 - mean_absolute_error: 177.4839 - val_loss: 82714.3866 - val_mean_absolute_error: 266.5580
Epoch 1341/5000
148/148 [==============================] - 0s 74us/step - loss: 44553.6053 - mean_absolute_error: 177.3919 - val_loss: 82674.6062 - val_mean_absolute_error: 266.4913
Epoch 1342/5000
148/148 [==============================] - 0s 74us/step - loss: 44529.9537 - mean_absolute_error: 177.3006 - val_loss: 82634.9828 - val_mean_absolute_error: 266.4250
Epoch 1343/5000
148/148 [==============================] - 0s 61us/step - loss: 44502.6914 - mean_absolute_error: 177.1970 - val_loss: 82591.8369 - val_mean_absolute_error: 266.3523
Epoch 1344/5000
148/148 [==============================] - 0s 68us/step - loss: 44475.6318 - mean_absolute_error: 177.1186 - val_loss: 82550.0769 - val_mean_absolute_error: 266.2817
Epoch 1345/5000
148/148 [==============================] - 0s 61us/step - loss: 44449.1981 - mean_absolute_error: 177.0365 - val_loss: 82509.2081 - val_mean_absolute_error: 266.2124
Epoch 1346/5000
148/148 [==============================] - 0s 68us/step - loss: 44424.3813 - mean_absolute_error: 176.9541 - val_loss: 82467.4866 - val_mean_absolute_error: 266.1411
Epoch 1347/5000
148/148 [==============================] - 0s 68us/step - loss: 44397.4985 - mean_absolute_error: 176.8811 - val_loss: 82424.4669 - val_mean_absolute_error: 266.0680
Epoch 1348/5000
148/148 [==============================] - 0s 68us/step - loss: 44370.9835 - mean_absolute_error: 176.8267 - val_loss: 82380.1341 - val_mean_absolute_error: 265.9926
Epoch 1349/5000
148/148 [==============================] - 0s 68us/step - loss: 44342.9950 - mean_absolute_error: 176.7755 - val_loss: 82334.1525 - val_mean_absolute_error: 265.9142
Epoch 1350/5000
148/148 [==============================] - 0s 68us/step - loss: 44315.2563 - mean_absolute_error: 176.7585 - val_loss: 82287.5166 - val_mean_absolute_error: 265.8333
Epoch 1351/5000
148/148 [==============================] - 0s 68us/step - loss: 44287.4642 - mean_absolute_error: 176.7686 - val_loss: 82242.0209 - val_mean_absolute_error: 265.7548
Epoch 1352/5000
148/148 [==============================] - 0s 74us/step - loss: 44258.8382 - mean_absolute_error: 176.7415 - val_loss: 82196.2656 - val_mean_absolute_error: 265.6764
Epoch 1353/5000
148/148 [==============================] - 0s 68us/step - loss: 44229.4012 - mean_absolute_error: 176.6899 - val_loss: 82148.6681 - val_mean_absolute_error: 265.5951
Epoch 1354/5000
148/148 [==============================] - 0s 74us/step - loss: 44201.2676 - mean_absolute_error: 176.6436 - val_loss: 82101.3450 - val_mean_absolute_error: 265.5147
Epoch 1355/5000
148/148 [==============================] - 0s 68us/step - loss: 44171.5112 - mean_absolute_error: 176.5837 - val_loss: 82056.0803 - val_mean_absolute_error: 265.4379
Epoch 1356/5000
148/148 [==============================] - 0s 68us/step - loss: 44146.3375 - mean_absolute_error: 176.5628 - val_loss: 82011.4741 - val_mean_absolute_error: 265.3617
Epoch 1357/5000
148/148 [==============================] - 0s 74us/step - loss: 44117.0680 - mean_absolute_error: 176.5533 - val_loss: 81968.4356 - val_mean_absolute_error: 265.2889
Epoch 1358/5000
148/148 [==============================] - 0s 68us/step - loss: 44092.5219 - mean_absolute_error: 176.5330 - val_loss: 81925.8009 - val_mean_absolute_error: 265.2164
Epoch 1359/5000
148/148 [==============================] - 0s 68us/step - loss: 44064.4393 - mean_absolute_error: 176.4907 - val_loss: 81882.0103 - val_mean_absolute_error: 265.1421
Epoch 1360/5000
148/148 [==============================] - 0s 74us/step - loss: 44037.2979 - mean_absolute_error: 176.4397 - val_loss: 81836.6634 - val_mean_absolute_error: 265.0647
Epoch 1361/5000
148/148 [==============================] - 0s 74us/step - loss: 44009.4287 - mean_absolute_error: 176.3773 - val_loss: 81792.3722 - val_mean_absolute_error: 264.9895
Epoch 1362/5000
148/148 [==============================] - 0s 68us/step - loss: 43981.6178 - mean_absolute_error: 176.3069 - val_loss: 81746.9159 - val_mean_absolute_error: 264.9123
Epoch 1363/5000
148/148 [==============================] - 0s 74us/step - loss: 43953.5787 - mean_absolute_error: 176.2401 - val_loss: 81702.1316 - val_mean_absolute_error: 264.8362
Epoch 1364/5000
148/148 [==============================] - 0s 74us/step - loss: 43926.1171 - mean_absolute_error: 176.1677 - val_loss: 81657.3300 - val_mean_absolute_error: 264.7598
Epoch 1365/5000
148/148 [==============================] - 0s 68us/step - loss: 43898.0047 - mean_absolute_error: 176.0921 - val_loss: 81615.1166 - val_mean_absolute_error: 264.6882
Epoch 1366/5000
148/148 [==============================] - 0s 74us/step - loss: 43871.0137 - mean_absolute_error: 176.0193 - val_loss: 81573.2275 - val_mean_absolute_error: 264.6166
Epoch 1367/5000
148/148 [==============================] - 0s 74us/step - loss: 43844.7918 - mean_absolute_error: 175.9524 - val_loss: 81530.9647 - val_mean_absolute_error: 264.5445
Epoch 1368/5000
148/148 [==============================] - 0s 128us/step - loss: 43818.1643 - mean_absolute_error: 175.8891 - val_loss: 81487.4531 - val_mean_absolute_error: 264.4706
Epoch 1369/5000
148/148 [==============================] - 0s 74us/step - loss: 43791.2902 - mean_absolute_error: 175.8161 - val_loss: 81444.9666 - val_mean_absolute_error: 264.3986
Epoch 1370/5000
148/148 [==============================] - 0s 74us/step - loss: 43764.6694 - mean_absolute_error: 175.7348 - val_loss: 81402.1009 - val_mean_absolute_error: 264.3254
Epoch 1371/5000
148/148 [==============================] - 0s 88us/step - loss: 43738.8037 - mean_absolute_error: 175.6680 - val_loss: 81359.3606 - val_mean_absolute_error: 264.2523
Epoch 1372/5000
148/148 [==============================] - 0s 101us/step - loss: 43711.8348 - mean_absolute_error: 175.5976 - val_loss: 81316.4409 - val_mean_absolute_error: 264.1788
Epoch 1373/5000
148/148 [==============================] - 0s 88us/step - loss: 43685.4123 - mean_absolute_error: 175.5289 - val_loss: 81273.8262 - val_mean_absolute_error: 264.1050
Epoch 1374/5000
148/148 [==============================] - 0s 81us/step - loss: 43658.1757 - mean_absolute_error: 175.4616 - val_loss: 81229.1500 - val_mean_absolute_error: 264.0280
Epoch 1375/5000
148/148 [==============================] - 0s 88us/step - loss: 43631.0523 - mean_absolute_error: 175.3974 - val_loss: 81184.5594 - val_mean_absolute_error: 263.9511
Epoch 1376/5000
148/148 [==============================] - 0s 81us/step - loss: 43602.5087 - mean_absolute_error: 175.3361 - val_loss: 81139.0538 - val_mean_absolute_error: 263.8725
Epoch 1377/5000
148/148 [==============================] - 0s 81us/step - loss: 43574.5959 - mean_absolute_error: 175.2764 - val_loss: 81095.2925 - val_mean_absolute_error: 263.7971
Epoch 1378/5000
148/148 [==============================] - 0s 74us/step - loss: 43547.2162 - mean_absolute_error: 175.2181 - val_loss: 81051.4775 - val_mean_absolute_error: 263.7214
Epoch 1379/5000
148/148 [==============================] - 0s 68us/step - loss: 43520.3027 - mean_absolute_error: 175.1621 - val_loss: 81007.4406 - val_mean_absolute_error: 263.6455
Epoch 1380/5000
148/148 [==============================] - 0s 81us/step - loss: 43493.6183 - mean_absolute_error: 175.1065 - val_loss: 80963.6800 - val_mean_absolute_error: 263.5700
Epoch 1381/5000
148/148 [==============================] - 0s 68us/step - loss: 43466.4515 - mean_absolute_error: 175.0416 - val_loss: 80922.0831 - val_mean_absolute_error: 263.4987
Epoch 1382/5000
148/148 [==============================] - 0s 61us/step - loss: 43440.0033 - mean_absolute_error: 174.9648 - val_loss: 80878.0488 - val_mean_absolute_error: 263.4230
Epoch 1383/5000
148/148 [==============================] - 0s 61us/step - loss: 43412.3616 - mean_absolute_error: 174.8907 - val_loss: 80834.8091 - val_mean_absolute_error: 263.3490
Epoch 1384/5000
148/148 [==============================] - 0s 61us/step - loss: 43385.7234 - mean_absolute_error: 174.8180 - val_loss: 80791.3941 - val_mean_absolute_error: 263.2747
Epoch 1385/5000
148/148 [==============================] - 0s 61us/step - loss: 43358.5023 - mean_absolute_error: 174.7537 - val_loss: 80748.3963 - val_mean_absolute_error: 263.2010
Epoch 1386/5000
148/148 [==============================] - 0s 61us/step - loss: 43332.1414 - mean_absolute_error: 174.6907 - val_loss: 80704.3587 - val_mean_absolute_error: 263.1248
Epoch 1387/5000
148/148 [==============================] - 0s 54us/step - loss: 43304.3315 - mean_absolute_error: 174.6253 - val_loss: 80660.7697 - val_mean_absolute_error: 263.0497
Epoch 1388/5000
148/148 [==============================] - 0s 61us/step - loss: 43277.2782 - mean_absolute_error: 174.5673 - val_loss: 80616.8681 - val_mean_absolute_error: 262.9741
Epoch 1389/5000
148/148 [==============================] - 0s 61us/step - loss: 43251.1632 - mean_absolute_error: 174.5106 - val_loss: 80574.2759 - val_mean_absolute_error: 262.9010
Epoch 1390/5000
148/148 [==============================] - 0s 54us/step - loss: 43224.9554 - mean_absolute_error: 174.4640 - val_loss: 80532.7522 - val_mean_absolute_error: 262.8297
Epoch 1391/5000
148/148 [==============================] - 0s 61us/step - loss: 43198.0959 - mean_absolute_error: 174.3963 - val_loss: 80493.7206 - val_mean_absolute_error: 262.7626
Epoch 1392/5000
148/148 [==============================] - 0s 54us/step - loss: 43173.9434 - mean_absolute_error: 174.3229 - val_loss: 80453.7481 - val_mean_absolute_error: 262.6932
Epoch 1393/5000
148/148 [==============================] - 0s 61us/step - loss: 43148.8442 - mean_absolute_error: 174.2488 - val_loss: 80411.9775 - val_mean_absolute_error: 262.6207
Epoch 1394/5000
148/148 [==============================] - 0s 61us/step - loss: 43123.7506 - mean_absolute_error: 174.1764 - val_loss: 80369.5553 - val_mean_absolute_error: 262.5465
Epoch 1395/5000
148/148 [==============================] - 0s 61us/step - loss: 43097.9599 - mean_absolute_error: 174.1190 - val_loss: 80327.2541 - val_mean_absolute_error: 262.4731
Epoch 1396/5000
148/148 [==============================] - 0s 61us/step - loss: 43071.8642 - mean_absolute_error: 174.0560 - val_loss: 80285.5597 - val_mean_absolute_error: 262.4011
Epoch 1397/5000
148/148 [==============================] - 0s 61us/step - loss: 43045.0812 - mean_absolute_error: 173.9792 - val_loss: 80243.6172 - val_mean_absolute_error: 262.3289
Epoch 1398/5000
148/148 [==============================] - 0s 61us/step - loss: 43019.3504 - mean_absolute_error: 173.9213 - val_loss: 80199.9250 - val_mean_absolute_error: 262.2540
Epoch 1399/5000
148/148 [==============================] - 0s 61us/step - loss: 42993.6541 - mean_absolute_error: 173.9029 - val_loss: 80155.5066 - val_mean_absolute_error: 262.1763
Epoch 1400/5000
148/148 [==============================] - 0s 61us/step - loss: 42964.4364 - mean_absolute_error: 173.9058 - val_loss: 80112.8872 - val_mean_absolute_error: 262.1028
Epoch 1401/5000
148/148 [==============================] - 0s 68us/step - loss: 42939.5604 - mean_absolute_error: 173.8864 - val_loss: 80070.7053 - val_mean_absolute_error: 262.0298
Epoch 1402/5000
148/148 [==============================] - 0s 54us/step - loss: 42913.6249 - mean_absolute_error: 173.8556 - val_loss: 80028.5819 - val_mean_absolute_error: 261.9567
Epoch 1403/5000
148/148 [==============================] - 0s 61us/step - loss: 42888.4095 - mean_absolute_error: 173.8158 - val_loss: 79985.6931 - val_mean_absolute_error: 261.8823
Epoch 1404/5000
148/148 [==============================] - 0s 61us/step - loss: 42861.5198 - mean_absolute_error: 173.7641 - val_loss: 79943.7544 - val_mean_absolute_error: 261.8097
Epoch 1405/5000
148/148 [==============================] - 0s 61us/step - loss: 42836.5179 - mean_absolute_error: 173.7155 - val_loss: 79901.2162 - val_mean_absolute_error: 261.7351
Epoch 1406/5000
148/148 [==============================] - 0s 61us/step - loss: 42809.6972 - mean_absolute_error: 173.6552 - val_loss: 79856.9081 - val_mean_absolute_error: 261.6577
Epoch 1407/5000
148/148 [==============================] - 0s 61us/step - loss: 42781.8612 - mean_absolute_error: 173.5847 - val_loss: 79812.8231 - val_mean_absolute_error: 261.5811
Epoch 1408/5000
148/148 [==============================] - 0s 54us/step - loss: 42755.2463 - mean_absolute_error: 173.5111 - val_loss: 79768.9953 - val_mean_absolute_error: 261.5032
Epoch 1409/5000
148/148 [==============================] - 0s 61us/step - loss: 42726.9557 - mean_absolute_error: 173.4559 - val_loss: 79724.2503 - val_mean_absolute_error: 261.4244
Epoch 1410/5000
148/148 [==============================] - 0s 54us/step - loss: 42698.6003 - mean_absolute_error: 173.3959 - val_loss: 79679.0612 - val_mean_absolute_error: 261.3453
Epoch 1411/5000
148/148 [==============================] - 0s 61us/step - loss: 42670.9228 - mean_absolute_error: 173.3337 - val_loss: 79633.1397 - val_mean_absolute_error: 261.2651
Epoch 1412/5000
148/148 [==============================] - 0s 54us/step - loss: 42642.1554 - mean_absolute_error: 173.2650 - val_loss: 79589.8281 - val_mean_absolute_error: 261.1899
Epoch 1413/5000
148/148 [==============================] - 0s 61us/step - loss: 42615.7745 - mean_absolute_error: 173.2044 - val_loss: 79546.6809 - val_mean_absolute_error: 261.1154
Epoch 1414/5000
148/148 [==============================] - 0s 61us/step - loss: 42588.9436 - mean_absolute_error: 173.1425 - val_loss: 79504.7563 - val_mean_absolute_error: 261.0421
Epoch 1415/5000
148/148 [==============================] - 0s 61us/step - loss: 42562.2596 - mean_absolute_error: 173.1001 - val_loss: 79462.2981 - val_mean_absolute_error: 260.9675
Epoch 1416/5000
148/148 [==============================] - 0s 61us/step - loss: 42537.2102 - mean_absolute_error: 173.0964 - val_loss: 79422.0672 - val_mean_absolute_error: 260.8971
Epoch 1417/5000
148/148 [==============================] - 0s 54us/step - loss: 42511.7209 - mean_absolute_error: 173.0639 - val_loss: 79381.3097 - val_mean_absolute_error: 260.8259
Epoch 1418/5000
148/148 [==============================] - 0s 68us/step - loss: 42486.5177 - mean_absolute_error: 173.0249 - val_loss: 79339.8613 - val_mean_absolute_error: 260.7538
Epoch 1419/5000
148/148 [==============================] - 0s 61us/step - loss: 42462.8348 - mean_absolute_error: 172.9935 - val_loss: 79298.1791 - val_mean_absolute_error: 260.6811
Epoch 1420/5000
148/148 [==============================] - 0s 54us/step - loss: 42435.8279 - mean_absolute_error: 172.9413 - val_loss: 79257.3547 - val_mean_absolute_error: 260.6095
Epoch 1421/5000
148/148 [==============================] - 0s 61us/step - loss: 42410.5872 - mean_absolute_error: 172.8863 - val_loss: 79217.1987 - val_mean_absolute_error: 260.5393
Epoch 1422/5000
148/148 [==============================] - 0s 54us/step - loss: 42385.2647 - mean_absolute_error: 172.8281 - val_loss: 79175.4878 - val_mean_absolute_error: 260.4671
Epoch 1423/5000
148/148 [==============================] - 0s 61us/step - loss: 42360.0695 - mean_absolute_error: 172.7678 - val_loss: 79132.7884 - val_mean_absolute_error: 260.3927
Epoch 1424/5000
148/148 [==============================] - 0s 61us/step - loss: 42337.1161 - mean_absolute_error: 172.7571 - val_loss: 79088.2694 - val_mean_absolute_error: 260.3137
Epoch 1425/5000
148/148 [==============================] - 0s 61us/step - loss: 42308.3405 - mean_absolute_error: 172.7616 - val_loss: 79044.5519 - val_mean_absolute_error: 260.2352
Epoch 1426/5000
148/148 [==============================] - 0s 61us/step - loss: 42281.3474 - mean_absolute_error: 172.7395 - val_loss: 79001.0981 - val_mean_absolute_error: 260.1578
Epoch 1427/5000
148/148 [==============================] - 0s 61us/step - loss: 42256.8270 - mean_absolute_error: 172.7101 - val_loss: 78957.0881 - val_mean_absolute_error: 260.0802
Epoch 1428/5000
148/148 [==============================] - 0s 61us/step - loss: 42228.9701 - mean_absolute_error: 172.6369 - val_loss: 78916.5622 - val_mean_absolute_error: 260.0094
Epoch 1429/5000
148/148 [==============================] - 0s 61us/step - loss: 42201.7442 - mean_absolute_error: 172.5505 - val_loss: 78874.4400 - val_mean_absolute_error: 259.9362
Epoch 1430/5000
148/148 [==============================] - 0s 54us/step - loss: 42177.3820 - mean_absolute_error: 172.4549 - val_loss: 78833.5712 - val_mean_absolute_error: 259.8653
Epoch 1431/5000
148/148 [==============================] - 0s 61us/step - loss: 42150.8981 - mean_absolute_error: 172.3728 - val_loss: 78793.2269 - val_mean_absolute_error: 259.7948
Epoch 1432/5000
148/148 [==============================] - 0s 61us/step - loss: 42125.4119 - mean_absolute_error: 172.3098 - val_loss: 78752.3747 - val_mean_absolute_error: 259.7228
Epoch 1433/5000
148/148 [==============================] - 0s 61us/step - loss: 42099.3831 - mean_absolute_error: 172.2506 - val_loss: 78711.9650 - val_mean_absolute_error: 259.6518
Epoch 1434/5000
148/148 [==============================] - 0s 61us/step - loss: 42074.7154 - mean_absolute_error: 172.1940 - val_loss: 78670.0706 - val_mean_absolute_error: 259.5784
Epoch 1435/5000
148/148 [==============================] - 0s 68us/step - loss: 42048.4658 - mean_absolute_error: 172.1355 - val_loss: 78626.7341 - val_mean_absolute_error: 259.5025
Epoch 1436/5000
148/148 [==============================] - 0s 54us/step - loss: 42021.5820 - mean_absolute_error: 172.0767 - val_loss: 78583.9353 - val_mean_absolute_error: 259.4276
Epoch 1437/5000
148/148 [==============================] - 0s 61us/step - loss: 41995.3464 - mean_absolute_error: 172.0207 - val_loss: 78542.2559 - val_mean_absolute_error: 259.3545
Epoch 1438/5000
148/148 [==============================] - 0s 74us/step - loss: 41968.8618 - mean_absolute_error: 171.9790 - val_loss: 78500.5516 - val_mean_absolute_error: 259.2813
Epoch 1439/5000
148/148 [==============================] - 0s 81us/step - loss: 41944.9434 - mean_absolute_error: 171.9774 - val_loss: 78457.3331 - val_mean_absolute_error: 259.2051
Epoch 1440/5000
148/148 [==============================] - 0s 74us/step - loss: 41917.7754 - mean_absolute_error: 171.9464 - val_loss: 78412.7059 - val_mean_absolute_error: 259.1270
Epoch 1441/5000
148/148 [==============================] - 0s 74us/step - loss: 41890.4952 - mean_absolute_error: 171.9065 - val_loss: 78368.4656 - val_mean_absolute_error: 259.0506
Epoch 1442/5000
148/148 [==============================] - 0s 88us/step - loss: 41863.9424 - mean_absolute_error: 171.8551 - val_loss: 78324.5919 - val_mean_absolute_error: 258.9747
Epoch 1443/5000
148/148 [==============================] - 0s 81us/step - loss: 41836.4389 - mean_absolute_error: 171.7810 - val_loss: 78283.4216 - val_mean_absolute_error: 258.9033
Epoch 1444/5000
148/148 [==============================] - 0s 68us/step - loss: 41811.2772 - mean_absolute_error: 171.7066 - val_loss: 78243.0950 - val_mean_absolute_error: 258.8332
Epoch 1445/5000
148/148 [==============================] - 0s 68us/step - loss: 41785.5309 - mean_absolute_error: 171.6301 - val_loss: 78202.2109 - val_mean_absolute_error: 258.7628
Epoch 1446/5000
148/148 [==============================] - 0s 81us/step - loss: 41760.6141 - mean_absolute_error: 171.5599 - val_loss: 78164.8109 - val_mean_absolute_error: 258.6988
Epoch 1447/5000
148/148 [==============================] - 0s 74us/step - loss: 41736.0529 - mean_absolute_error: 171.4684 - val_loss: 78127.8244 - val_mean_absolute_error: 258.6348
Epoch 1448/5000
148/148 [==============================] - 0s 81us/step - loss: 41712.1734 - mean_absolute_error: 171.3820 - val_loss: 78090.8450 - val_mean_absolute_error: 258.5709
Epoch 1449/5000
148/148 [==============================] - 0s 68us/step - loss: 41688.8859 - mean_absolute_error: 171.3100 - val_loss: 78052.9875 - val_mean_absolute_error: 258.5058
Epoch 1450/5000
148/148 [==============================] - 0s 74us/step - loss: 41665.1659 - mean_absolute_error: 171.2490 - val_loss: 78015.8834 - val_mean_absolute_error: 258.4413
Epoch 1451/5000
148/148 [==============================] - 0s 81us/step - loss: 41642.2215 - mean_absolute_error: 171.1777 - val_loss: 77978.3656 - val_mean_absolute_error: 258.3755
Epoch 1452/5000
148/148 [==============================] - 0s 68us/step - loss: 41619.1698 - mean_absolute_error: 171.1051 - val_loss: 77938.7059 - val_mean_absolute_error: 258.3066
Epoch 1453/5000
148/148 [==============================] - 0s 81us/step - loss: 41592.7291 - mean_absolute_error: 171.0382 - val_loss: 77899.2922 - val_mean_absolute_error: 258.2378
Epoch 1454/5000
148/148 [==============================] - 0s 74us/step - loss: 41568.7482 - mean_absolute_error: 170.9753 - val_loss: 77856.9275 - val_mean_absolute_error: 258.1645
Epoch 1455/5000
148/148 [==============================] - 0s 68us/step - loss: 41541.8999 - mean_absolute_error: 170.9388 - val_loss: 77813.6903 - val_mean_absolute_error: 258.0911
Epoch 1456/5000
148/148 [==============================] - 0s 74us/step - loss: 41517.6660 - mean_absolute_error: 170.9367 - val_loss: 77770.7541 - val_mean_absolute_error: 258.0177
Epoch 1457/5000
148/148 [==============================] - 0s 74us/step - loss: 41491.1660 - mean_absolute_error: 170.9043 - val_loss: 77726.1066 - val_mean_absolute_error: 257.9404
Epoch 1458/5000
148/148 [==============================] - 0s 68us/step - loss: 41464.2185 - mean_absolute_error: 170.8514 - val_loss: 77682.3991 - val_mean_absolute_error: 257.8639
Epoch 1459/5000
148/148 [==============================] - 0s 68us/step - loss: 41437.1158 - mean_absolute_error: 170.7887 - val_loss: 77638.5784 - val_mean_absolute_error: 257.7874
Epoch 1460/5000
148/148 [==============================] - 0s 74us/step - loss: 41410.6720 - mean_absolute_error: 170.7361 - val_loss: 77595.1072 - val_mean_absolute_error: 257.7119
Epoch 1461/5000
148/148 [==============================] - 0s 81us/step - loss: 41383.9528 - mean_absolute_error: 170.6814 - val_loss: 77552.5647 - val_mean_absolute_error: 257.6383
Epoch 1462/5000
148/148 [==============================] - 0s 68us/step - loss: 41357.8474 - mean_absolute_error: 170.6167 - val_loss: 77512.1050 - val_mean_absolute_error: 257.5677
Epoch 1463/5000
148/148 [==============================] - 0s 74us/step - loss: 41331.7410 - mean_absolute_error: 170.5426 - val_loss: 77468.6575 - val_mean_absolute_error: 257.4921
Epoch 1464/5000
148/148 [==============================] - 0s 68us/step - loss: 41305.0627 - mean_absolute_error: 170.4725 - val_loss: 77425.9941 - val_mean_absolute_error: 257.4173
Epoch 1465/5000
148/148 [==============================] - 0s 74us/step - loss: 41278.1491 - mean_absolute_error: 170.3873 - val_loss: 77384.7631 - val_mean_absolute_error: 257.3447
Epoch 1466/5000
148/148 [==============================] - 0s 74us/step - loss: 41252.3945 - mean_absolute_error: 170.3052 - val_loss: 77342.8781 - val_mean_absolute_error: 257.2718
Epoch 1467/5000
148/148 [==============================] - 0s 74us/step - loss: 41226.7928 - mean_absolute_error: 170.2308 - val_loss: 77300.3441 - val_mean_absolute_error: 257.1975
Epoch 1468/5000
148/148 [==============================] - 0s 74us/step - loss: 41200.6182 - mean_absolute_error: 170.1547 - val_loss: 77257.6656 - val_mean_absolute_error: 257.1229
Epoch 1469/5000
148/148 [==============================] - 0s 74us/step - loss: 41174.6683 - mean_absolute_error: 170.0770 - val_loss: 77214.3913 - val_mean_absolute_error: 257.0474
Epoch 1470/5000
148/148 [==============================] - 0s 68us/step - loss: 41147.8653 - mean_absolute_error: 170.0110 - val_loss: 77172.5916 - val_mean_absolute_error: 256.9744
Epoch 1471/5000
148/148 [==============================] - 0s 81us/step - loss: 41121.6956 - mean_absolute_error: 169.9547 - val_loss: 77131.4731 - val_mean_absolute_error: 256.9026
Epoch 1472/5000
148/148 [==============================] - 0s 81us/step - loss: 41097.0440 - mean_absolute_error: 169.9077 - val_loss: 77090.8341 - val_mean_absolute_error: 256.8312
Epoch 1473/5000
148/148 [==============================] - 0s 95us/step - loss: 41073.3422 - mean_absolute_error: 169.8674 - val_loss: 77049.6350 - val_mean_absolute_error: 256.7591
Epoch 1474/5000
148/148 [==============================] - 0s 88us/step - loss: 41047.9207 - mean_absolute_error: 169.7980 - val_loss: 77009.9716 - val_mean_absolute_error: 256.6891
Epoch 1475/5000
148/148 [==============================] - 0s 74us/step - loss: 41022.2230 - mean_absolute_error: 169.7267 - val_loss: 76970.2112 - val_mean_absolute_error: 256.6193
Epoch 1476/5000
148/148 [==============================] - 0s 81us/step - loss: 40997.6804 - mean_absolute_error: 169.6635 - val_loss: 76929.2094 - val_mean_absolute_error: 256.5475
Epoch 1477/5000
148/148 [==============================] - 0s 81us/step - loss: 40972.4506 - mean_absolute_error: 169.6025 - val_loss: 76887.1906 - val_mean_absolute_error: 256.4734
Epoch 1478/5000
148/148 [==============================] - 0s 81us/step - loss: 40947.1793 - mean_absolute_error: 169.5469 - val_loss: 76846.2900 - val_mean_absolute_error: 256.4014
Epoch 1479/5000
148/148 [==============================] - 0s 95us/step - loss: 40921.8399 - mean_absolute_error: 169.4915 - val_loss: 76806.4153 - val_mean_absolute_error: 256.3313
Epoch 1480/5000
148/148 [==============================] - 0s 88us/step - loss: 40897.1428 - mean_absolute_error: 169.4444 - val_loss: 76765.1962 - val_mean_absolute_error: 256.2593
Epoch 1481/5000
148/148 [==============================] - 0s 81us/step - loss: 40872.3854 - mean_absolute_error: 169.3870 - val_loss: 76725.3716 - val_mean_absolute_error: 256.1887
Epoch 1482/5000
148/148 [==============================] - 0s 74us/step - loss: 40847.8440 - mean_absolute_error: 169.3180 - val_loss: 76684.0278 - val_mean_absolute_error: 256.1159
Epoch 1483/5000
148/148 [==============================] - 0s 108us/step - loss: 40822.0628 - mean_absolute_error: 169.2619 - val_loss: 76642.9184 - val_mean_absolute_error: 256.0447
Epoch 1484/5000
148/148 [==============================] - 0s 101us/step - loss: 40796.7233 - mean_absolute_error: 169.2121 - val_loss: 76602.9469 - val_mean_absolute_error: 255.9751
Epoch 1485/5000
148/148 [==============================] - 0s 122us/step - loss: 40773.0082 - mean_absolute_error: 169.1679 - val_loss: 76563.4966 - val_mean_absolute_error: 255.9061
Epoch 1486/5000
148/148 [==============================] - 0s 95us/step - loss: 40747.8275 - mean_absolute_error: 169.1143 - val_loss: 76523.8684 - val_mean_absolute_error: 255.8368
Epoch 1487/5000
148/148 [==============================] - 0s 88us/step - loss: 40723.9962 - mean_absolute_error: 169.0720 - val_loss: 76483.4600 - val_mean_absolute_error: 255.7667
Epoch 1488/5000
148/148 [==============================] - 0s 95us/step - loss: 40699.4515 - mean_absolute_error: 169.0213 - val_loss: 76443.4203 - val_mean_absolute_error: 255.6957
Epoch 1489/5000
148/148 [==============================] - 0s 88us/step - loss: 40675.5181 - mean_absolute_error: 168.9694 - val_loss: 76402.1062 - val_mean_absolute_error: 255.6230
Epoch 1490/5000
148/148 [==============================] - 0s 88us/step - loss: 40649.6679 - mean_absolute_error: 168.9288 - val_loss: 76360.9097 - val_mean_absolute_error: 255.5508
Epoch 1491/5000
148/148 [==============================] - 0s 95us/step - loss: 40624.1992 - mean_absolute_error: 168.8866 - val_loss: 76320.5737 - val_mean_absolute_error: 255.4803
Epoch 1492/5000
148/148 [==============================] - 0s 74us/step - loss: 40601.0117 - mean_absolute_error: 168.8726 - val_loss: 76279.3147 - val_mean_absolute_error: 255.4098
Epoch 1493/5000
148/148 [==============================] - 0s 88us/step - loss: 40574.3222 - mean_absolute_error: 168.8666 - val_loss: 76237.5781 - val_mean_absolute_error: 255.3374
Epoch 1494/5000
148/148 [==============================] - 0s 88us/step - loss: 40548.2917 - mean_absolute_error: 168.8345 - val_loss: 76196.9534 - val_mean_absolute_error: 255.2663
Epoch 1495/5000
148/148 [==============================] - 0s 81us/step - loss: 40523.1279 - mean_absolute_error: 168.7969 - val_loss: 76156.7166 - val_mean_absolute_error: 255.1956
Epoch 1496/5000
148/148 [==============================] - 0s 95us/step - loss: 40498.2752 - mean_absolute_error: 168.7520 - val_loss: 76116.5303 - val_mean_absolute_error: 255.1249
Epoch 1497/5000
148/148 [==============================] - 0s 88us/step - loss: 40473.7474 - mean_absolute_error: 168.6977 - val_loss: 76074.6075 - val_mean_absolute_error: 255.0511
Epoch 1498/5000
148/148 [==============================] - 0s 81us/step - loss: 40447.5112 - mean_absolute_error: 168.6273 - val_loss: 76033.7528 - val_mean_absolute_error: 254.9789
Epoch 1499/5000
148/148 [==============================] - 0s 88us/step - loss: 40421.3919 - mean_absolute_error: 168.5429 - val_loss: 75993.2509 - val_mean_absolute_error: 254.9076
Epoch 1500/5000
148/148 [==============================] - 0s 88us/step - loss: 40396.6879 - mean_absolute_error: 168.4626 - val_loss: 75955.1981 - val_mean_absolute_error: 254.8408
Epoch 1501/5000
148/148 [==============================] - 0s 88us/step - loss: 40373.2875 - mean_absolute_error: 168.3961 - val_loss: 75916.8056 - val_mean_absolute_error: 254.7731
Epoch 1502/5000
148/148 [==============================] - 0s 88us/step - loss: 40350.0045 - mean_absolute_error: 168.3342 - val_loss: 75876.3241 - val_mean_absolute_error: 254.7016
Epoch 1503/5000
148/148 [==============================] - 0s 81us/step - loss: 40324.2369 - mean_absolute_error: 168.2681 - val_loss: 75834.6606 - val_mean_absolute_error: 254.6279
Epoch 1504/5000
148/148 [==============================] - 0s 81us/step - loss: 40298.8975 - mean_absolute_error: 168.2052 - val_loss: 75791.0300 - val_mean_absolute_error: 254.5511
Epoch 1505/5000
148/148 [==============================] - 0s 95us/step - loss: 40272.7484 - mean_absolute_error: 168.1609 - val_loss: 75748.8666 - val_mean_absolute_error: 254.4773
Epoch 1506/5000
148/148 [==============================] - 0s 95us/step - loss: 40245.9557 - mean_absolute_error: 168.1216 - val_loss: 75705.7256 - val_mean_absolute_error: 254.4014
Epoch 1507/5000
148/148 [==============================] - 0s 88us/step - loss: 40219.5988 - mean_absolute_error: 168.0752 - val_loss: 75662.2381 - val_mean_absolute_error: 254.3249
Epoch 1508/5000
148/148 [==============================] - 0s 95us/step - loss: 40193.9179 - mean_absolute_error: 168.0299 - val_loss: 75619.3513 - val_mean_absolute_error: 254.2494
Epoch 1509/5000
148/148 [==============================] - 0s 88us/step - loss: 40167.8959 - mean_absolute_error: 167.9805 - val_loss: 75578.9056 - val_mean_absolute_error: 254.1781
Epoch 1510/5000
148/148 [==============================] - 0s 81us/step - loss: 40143.5326 - mean_absolute_error: 167.9330 - val_loss: 75538.8275 - val_mean_absolute_error: 254.1074
Epoch 1511/5000
148/148 [==============================] - 0s 81us/step - loss: 40118.6764 - mean_absolute_error: 167.8795 - val_loss: 75496.6709 - val_mean_absolute_error: 254.0334
Epoch 1512/5000
148/148 [==============================] - 0s 95us/step - loss: 40092.9682 - mean_absolute_error: 167.8547 - val_loss: 75453.3231 - val_mean_absolute_error: 253.9588
Epoch 1513/5000
148/148 [==============================] - 0s 88us/step - loss: 40068.0349 - mean_absolute_error: 167.8666 - val_loss: 75411.6484 - val_mean_absolute_error: 253.8861
Epoch 1514/5000
148/148 [==============================] - 0s 81us/step - loss: 40045.0749 - mean_absolute_error: 167.8608 - val_loss: 75370.3431 - val_mean_absolute_error: 253.8142
Epoch 1515/5000
148/148 [==============================] - 0s 81us/step - loss: 40019.4196 - mean_absolute_error: 167.8285 - val_loss: 75329.6850 - val_mean_absolute_error: 253.7425
Epoch 1516/5000
148/148 [==============================] - 0s 81us/step - loss: 39995.1937 - mean_absolute_error: 167.7787 - val_loss: 75289.4853 - val_mean_absolute_error: 253.6713
Epoch 1517/5000
148/148 [==============================] - 0s 88us/step - loss: 39970.8694 - mean_absolute_error: 167.7182 - val_loss: 75250.4337 - val_mean_absolute_error: 253.6018
Epoch 1518/5000
148/148 [==============================] - 0s 88us/step - loss: 39945.1554 - mean_absolute_error: 167.6432 - val_loss: 75211.4803 - val_mean_absolute_error: 253.5321
Epoch 1519/5000
148/148 [==============================] - 0s 81us/step - loss: 39921.9094 - mean_absolute_error: 167.5649 - val_loss: 75173.2134 - val_mean_absolute_error: 253.4643
Epoch 1520/5000
148/148 [==============================] - 0s 81us/step - loss: 39898.6445 - mean_absolute_error: 167.5018 - val_loss: 75135.3931 - val_mean_absolute_error: 253.3972
Epoch 1521/5000
148/148 [==============================] - 0s 88us/step - loss: 39874.0372 - mean_absolute_error: 167.4368 - val_loss: 75096.8850 - val_mean_absolute_error: 253.3288
Epoch 1522/5000
148/148 [==============================] - 0s 88us/step - loss: 39850.0030 - mean_absolute_error: 167.3816 - val_loss: 75056.9466 - val_mean_absolute_error: 253.2578
Epoch 1523/5000
148/148 [==============================] - 0s 81us/step - loss: 39826.2391 - mean_absolute_error: 167.3230 - val_loss: 75015.3444 - val_mean_absolute_error: 253.1842
Epoch 1524/5000
148/148 [==============================] - 0s 101us/step - loss: 39801.1529 - mean_absolute_error: 167.2571 - val_loss: 74973.6559 - val_mean_absolute_error: 253.1102
Epoch 1525/5000
148/148 [==============================] - 0s 74us/step - loss: 39774.5708 - mean_absolute_error: 167.1957 - val_loss: 74931.9644 - val_mean_absolute_error: 253.0365
Epoch 1526/5000
148/148 [==============================] - 0s 88us/step - loss: 39749.2430 - mean_absolute_error: 167.1503 - val_loss: 74889.9509 - val_mean_absolute_error: 252.9624
Epoch 1527/5000
148/148 [==============================] - 0s 88us/step - loss: 39722.1117 - mean_absolute_error: 167.0811 - val_loss: 74851.5447 - val_mean_absolute_error: 252.8940
Epoch 1528/5000
148/148 [==============================] - 0s 88us/step - loss: 39698.9980 - mean_absolute_error: 167.0055 - val_loss: 74811.7356 - val_mean_absolute_error: 252.8227
Epoch 1529/5000
148/148 [==============================] - 0s 68us/step - loss: 39674.9367 - mean_absolute_error: 166.9171 - val_loss: 74772.9950 - val_mean_absolute_error: 252.7527
Epoch 1530/5000
148/148 [==============================] - 0s 74us/step - loss: 39649.6347 - mean_absolute_error: 166.8305 - val_loss: 74732.9322 - val_mean_absolute_error: 252.6810
Epoch 1531/5000
148/148 [==============================] - 0s 74us/step - loss: 39625.9232 - mean_absolute_error: 166.7710 - val_loss: 74692.0869 - val_mean_absolute_error: 252.6081
Epoch 1532/5000
148/148 [==============================] - 0s 68us/step - loss: 39601.4067 - mean_absolute_error: 166.7087 - val_loss: 74652.0175 - val_mean_absolute_error: 252.5365
Epoch 1533/5000
148/148 [==============================] - 0s 68us/step - loss: 39576.4462 - mean_absolute_error: 166.6499 - val_loss: 74613.9328 - val_mean_absolute_error: 252.4690
Epoch 1534/5000
148/148 [==============================] - 0s 88us/step - loss: 39553.0905 - mean_absolute_error: 166.6044 - val_loss: 74575.7631 - val_mean_absolute_error: 252.4013
Epoch 1535/5000
148/148 [==============================] - 0s 101us/step - loss: 39529.7373 - mean_absolute_error: 166.5495 - val_loss: 74535.6097 - val_mean_absolute_error: 252.3298
Epoch 1536/5000
148/148 [==============================] - 0s 81us/step - loss: 39506.4510 - mean_absolute_error: 166.4904 - val_loss: 74494.3850 - val_mean_absolute_error: 252.2561
Epoch 1537/5000
148/148 [==============================] - 0s 74us/step - loss: 39480.3813 - mean_absolute_error: 166.4216 - val_loss: 74455.5203 - val_mean_absolute_error: 252.1867
Epoch 1538/5000
148/148 [==============================] - 0s 68us/step - loss: 39457.5410 - mean_absolute_error: 166.3488 - val_loss: 74419.0972 - val_mean_absolute_error: 252.1216
Epoch 1539/5000
148/148 [==============================] - 0s 74us/step - loss: 39436.6963 - mean_absolute_error: 166.2679 - val_loss: 74384.3472 - val_mean_absolute_error: 252.0598
Epoch 1540/5000
148/148 [==============================] - 0s 68us/step - loss: 39414.1217 - mean_absolute_error: 166.1888 - val_loss: 74349.2822 - val_mean_absolute_error: 251.9972
Epoch 1541/5000
148/148 [==============================] - 0s 68us/step - loss: 39393.5947 - mean_absolute_error: 166.1132 - val_loss: 74311.7894 - val_mean_absolute_error: 251.9300
Epoch 1542/5000
148/148 [==============================] - 0s 74us/step - loss: 39369.9155 - mean_absolute_error: 166.0461 - val_loss: 74273.3553 - val_mean_absolute_error: 251.8614
Epoch 1543/5000
148/148 [==============================] - 0s 81us/step - loss: 39346.7548 - mean_absolute_error: 165.9903 - val_loss: 74232.3747 - val_mean_absolute_error: 251.7884
Epoch 1544/5000
148/148 [==============================] - 0s 68us/step - loss: 39322.8533 - mean_absolute_error: 165.9443 - val_loss: 74191.8294 - val_mean_absolute_error: 251.7168
Epoch 1545/5000
148/148 [==============================] - 0s 74us/step - loss: 39297.2136 - mean_absolute_error: 165.8937 - val_loss: 74151.4238 - val_mean_absolute_error: 251.6452
Epoch 1546/5000
148/148 [==============================] - 0s 68us/step - loss: 39272.7903 - mean_absolute_error: 165.8517 - val_loss: 74110.4241 - val_mean_absolute_error: 251.5726
Epoch 1547/5000
148/148 [==============================] - 0s 68us/step - loss: 39247.2969 - mean_absolute_error: 165.8068 - val_loss: 74069.9547 - val_mean_absolute_error: 251.5014
Epoch 1548/5000
148/148 [==============================] - 0s 68us/step - loss: 39221.4558 - mean_absolute_error: 165.7606 - val_loss: 74028.8663 - val_mean_absolute_error: 251.4285
Epoch 1549/5000
148/148 [==============================] - 0s 68us/step - loss: 39196.3838 - mean_absolute_error: 165.7169 - val_loss: 73987.8178 - val_mean_absolute_error: 251.3554
Epoch 1550/5000
148/148 [==============================] - 0s 68us/step - loss: 39171.5632 - mean_absolute_error: 165.6681 - val_loss: 73946.9294 - val_mean_absolute_error: 251.2828
Epoch 1551/5000
148/148 [==============================] - 0s 74us/step - loss: 39147.5053 - mean_absolute_error: 165.6290 - val_loss: 73907.1225 - val_mean_absolute_error: 251.2121
Epoch 1552/5000
148/148 [==============================] - 0s 74us/step - loss: 39122.4096 - mean_absolute_error: 165.5779 - val_loss: 73868.1903 - val_mean_absolute_error: 251.1423
Epoch 1553/5000
148/148 [==============================] - 0s 74us/step - loss: 39098.5452 - mean_absolute_error: 165.5283 - val_loss: 73827.8644 - val_mean_absolute_error: 251.0700
Epoch 1554/5000
148/148 [==============================] - 0s 61us/step - loss: 39073.7020 - mean_absolute_error: 165.4759 - val_loss: 73787.5372 - val_mean_absolute_error: 250.9976
Epoch 1555/5000
148/148 [==============================] - 0s 74us/step - loss: 39049.2156 - mean_absolute_error: 165.4227 - val_loss: 73746.6366 - val_mean_absolute_error: 250.9241
Epoch 1556/5000
148/148 [==============================] - 0s 68us/step - loss: 39023.6853 - mean_absolute_error: 165.3626 - val_loss: 73706.0153 - val_mean_absolute_error: 250.8512
Epoch 1557/5000
148/148 [==============================] - 0s 68us/step - loss: 39000.1572 - mean_absolute_error: 165.3043 - val_loss: 73666.3038 - val_mean_absolute_error: 250.7801
Epoch 1558/5000
148/148 [==============================] - 0s 68us/step - loss: 38976.1579 - mean_absolute_error: 165.2460 - val_loss: 73626.8687 - val_mean_absolute_error: 250.7088
Epoch 1559/5000
148/148 [==============================] - 0s 74us/step - loss: 38950.6869 - mean_absolute_error: 165.1858 - val_loss: 73585.9916 - val_mean_absolute_error: 250.6351
Epoch 1560/5000
148/148 [==============================] - 0s 61us/step - loss: 38926.0451 - mean_absolute_error: 165.1324 - val_loss: 73544.8009 - val_mean_absolute_error: 250.5610
Epoch 1561/5000
148/148 [==============================] - 0s 68us/step - loss: 38902.4772 - mean_absolute_error: 165.0660 - val_loss: 73504.8572 - val_mean_absolute_error: 250.4889
Epoch 1562/5000
148/148 [==============================] - 0s 68us/step - loss: 38876.9939 - mean_absolute_error: 164.9988 - val_loss: 73463.8484 - val_mean_absolute_error: 250.4153
Epoch 1563/5000
148/148 [==============================] - 0s 68us/step - loss: 38851.8158 - mean_absolute_error: 164.9470 - val_loss: 73422.9662 - val_mean_absolute_error: 250.3420
Epoch 1564/5000
148/148 [==============================] - 0s 68us/step - loss: 38827.8663 - mean_absolute_error: 164.8830 - val_loss: 73383.2544 - val_mean_absolute_error: 250.2708
Epoch 1565/5000
148/148 [==============================] - 0s 68us/step - loss: 38801.9456 - mean_absolute_error: 164.8198 - val_loss: 73342.4822 - val_mean_absolute_error: 250.1976
Epoch 1566/5000
148/148 [==============================] - 0s 68us/step - loss: 38778.7597 - mean_absolute_error: 164.7637 - val_loss: 73299.9516 - val_mean_absolute_error: 250.1210
Epoch 1567/5000
148/148 [==============================] - 0s 68us/step - loss: 38751.5598 - mean_absolute_error: 164.7059 - val_loss: 73258.9859 - val_mean_absolute_error: 250.0475
Epoch 1568/5000
148/148 [==============================] - 0s 68us/step - loss: 38726.7085 - mean_absolute_error: 164.6560 - val_loss: 73218.3156 - val_mean_absolute_error: 249.9738
Epoch 1569/5000
148/148 [==============================] - 0s 68us/step - loss: 38702.6336 - mean_absolute_error: 164.6058 - val_loss: 73176.7600 - val_mean_absolute_error: 249.8987
Epoch 1570/5000
148/148 [==============================] - 0s 68us/step - loss: 38677.5422 - mean_absolute_error: 164.5461 - val_loss: 73134.9438 - val_mean_absolute_error: 249.8228
Epoch 1571/5000
148/148 [==============================] - 0s 68us/step - loss: 38651.4959 - mean_absolute_error: 164.4807 - val_loss: 73094.9453 - val_mean_absolute_error: 249.7496
Epoch 1572/5000
148/148 [==============================] - 0s 68us/step - loss: 38628.8203 - mean_absolute_error: 164.4132 - val_loss: 73056.7116 - val_mean_absolute_error: 249.6795
Epoch 1573/5000
148/148 [==============================] - 0s 61us/step - loss: 38602.8856 - mean_absolute_error: 164.3477 - val_loss: 73015.1553 - val_mean_absolute_error: 249.6044
Epoch 1574/5000
148/148 [==============================] - 0s 74us/step - loss: 38577.4326 - mean_absolute_error: 164.2923 - val_loss: 72972.5109 - val_mean_absolute_error: 249.5273
Epoch 1575/5000
148/148 [==============================] - 0s 68us/step - loss: 38550.8656 - mean_absolute_error: 164.2364 - val_loss: 72929.9897 - val_mean_absolute_error: 249.4508
Epoch 1576/5000
148/148 [==============================] - 0s 74us/step - loss: 38525.9506 - mean_absolute_error: 164.1854 - val_loss: 72889.8837 - val_mean_absolute_error: 249.3785
Epoch 1577/5000
148/148 [==============================] - 0s 74us/step - loss: 38501.1514 - mean_absolute_error: 164.1301 - val_loss: 72849.1675 - val_mean_absolute_error: 249.3053
Epoch 1578/5000
148/148 [==============================] - 0s 68us/step - loss: 38476.1755 - mean_absolute_error: 164.0770 - val_loss: 72811.3069 - val_mean_absolute_error: 249.2372
Epoch 1579/5000
148/148 [==============================] - 0s 68us/step - loss: 38453.2767 - mean_absolute_error: 164.0358 - val_loss: 72771.4009 - val_mean_absolute_error: 249.1653
Epoch 1580/5000
148/148 [==============================] - 0s 81us/step - loss: 38428.5354 - mean_absolute_error: 163.9709 - val_loss: 72733.4919 - val_mean_absolute_error: 249.0955
Epoch 1581/5000
148/148 [==============================] - 0s 74us/step - loss: 38406.3992 - mean_absolute_error: 163.9044 - val_loss: 72695.0691 - val_mean_absolute_error: 249.0252
Epoch 1582/5000
148/148 [==============================] - 0s 68us/step - loss: 38381.7030 - mean_absolute_error: 163.8319 - val_loss: 72658.1269 - val_mean_absolute_error: 248.9582
Epoch 1583/5000
148/148 [==============================] - 0s 74us/step - loss: 38360.6604 - mean_absolute_error: 163.7570 - val_loss: 72618.2416 - val_mean_absolute_error: 248.8855
Epoch 1584/5000
148/148 [==============================] - 0s 74us/step - loss: 38335.8175 - mean_absolute_error: 163.6923 - val_loss: 72579.1572 - val_mean_absolute_error: 248.8150
Epoch 1585/5000
148/148 [==============================] - 0s 61us/step - loss: 38312.9768 - mean_absolute_error: 163.6211 - val_loss: 72541.3178 - val_mean_absolute_error: 248.7461
Epoch 1586/5000
148/148 [==============================] - 0s 68us/step - loss: 38289.5329 - mean_absolute_error: 163.5380 - val_loss: 72503.0919 - val_mean_absolute_error: 248.6757
Epoch 1587/5000
148/148 [==============================] - 0s 74us/step - loss: 38267.4154 - mean_absolute_error: 163.4554 - val_loss: 72464.2734 - val_mean_absolute_error: 248.6048
Epoch 1588/5000
148/148 [==============================] - 0s 74us/step - loss: 38244.4565 - mean_absolute_error: 163.3925 - val_loss: 72424.2166 - val_mean_absolute_error: 248.5321
Epoch 1589/5000
148/148 [==============================] - 0s 61us/step - loss: 38219.3960 - mean_absolute_error: 163.3339 - val_loss: 72383.7244 - val_mean_absolute_error: 248.4592
Epoch 1590/5000
148/148 [==============================] - 0s 68us/step - loss: 38194.8776 - mean_absolute_error: 163.2789 - val_loss: 72342.5622 - val_mean_absolute_error: 248.3856
Epoch 1591/5000
148/148 [==============================] - 0s 68us/step - loss: 38169.4387 - mean_absolute_error: 163.2211 - val_loss: 72301.1306 - val_mean_absolute_error: 248.3111
Epoch 1592/5000
148/148 [==============================] - 0s 68us/step - loss: 38145.0103 - mean_absolute_error: 163.1698 - val_loss: 72260.7825 - val_mean_absolute_error: 248.2385
Epoch 1593/5000
148/148 [==============================] - 0s 81us/step - loss: 38120.7743 - mean_absolute_error: 163.1049 - val_loss: 72220.7991 - val_mean_absolute_error: 248.1663
Epoch 1594/5000
148/148 [==============================] - 0s 74us/step - loss: 38097.0859 - mean_absolute_error: 163.0402 - val_loss: 72179.8097 - val_mean_absolute_error: 248.0924
Epoch 1595/5000
148/148 [==============================] - 0s 74us/step - loss: 38071.2406 - mean_absolute_error: 162.9802 - val_loss: 72139.0916 - val_mean_absolute_error: 248.0186
Epoch 1596/5000
148/148 [==============================] - 0s 81us/step - loss: 38046.7839 - mean_absolute_error: 162.9299 - val_loss: 72099.2022 - val_mean_absolute_error: 247.9473
Epoch 1597/5000
148/148 [==============================] - 0s 88us/step - loss: 38022.6153 - mean_absolute_error: 162.8881 - val_loss: 72059.1050 - val_mean_absolute_error: 247.8756
Epoch 1598/5000
148/148 [==============================] - 0s 74us/step - loss: 37997.6973 - mean_absolute_error: 162.8445 - val_loss: 72019.6266 - val_mean_absolute_error: 247.8053
Epoch 1599/5000
148/148 [==============================] - 0s 68us/step - loss: 37973.6763 - mean_absolute_error: 162.8050 - val_loss: 71979.9053 - val_mean_absolute_error: 247.7343
Epoch 1600/5000
148/148 [==============================] - 0s 74us/step - loss: 37949.8621 - mean_absolute_error: 162.7610 - val_loss: 71941.0328 - val_mean_absolute_error: 247.6638
Epoch 1601/5000
148/148 [==============================] - 0s 74us/step - loss: 37926.2757 - mean_absolute_error: 162.7077 - val_loss: 71902.6244 - val_mean_absolute_error: 247.5938
Epoch 1602/5000
148/148 [==============================] - 0s 74us/step - loss: 37902.7343 - mean_absolute_error: 162.6518 - val_loss: 71864.3112 - val_mean_absolute_error: 247.5245
Epoch 1603/5000
148/148 [==============================] - 0s 74us/step - loss: 37879.8875 - mean_absolute_error: 162.5924 - val_loss: 71827.3609 - val_mean_absolute_error: 247.4574
Epoch 1604/5000
148/148 [==============================] - 0s 68us/step - loss: 37858.6017 - mean_absolute_error: 162.5215 - val_loss: 71790.2612 - val_mean_absolute_error: 247.3895
Epoch 1605/5000
148/148 [==============================] - 0s 74us/step - loss: 37835.9946 - mean_absolute_error: 162.4550 - val_loss: 71750.6994 - val_mean_absolute_error: 247.3177
Epoch 1606/5000
148/148 [==============================] - 0s 68us/step - loss: 37812.3069 - mean_absolute_error: 162.3945 - val_loss: 71710.4978 - val_mean_absolute_error: 247.2448
Epoch 1607/5000
148/148 [==============================] - 0s 74us/step - loss: 37787.8039 - mean_absolute_error: 162.3451 - val_loss: 71668.1359 - val_mean_absolute_error: 247.1687
Epoch 1608/5000
148/148 [==============================] - 0s 74us/step - loss: 37760.2669 - mean_absolute_error: 162.2938 - val_loss: 71625.9122 - val_mean_absolute_error: 247.0926
Epoch 1609/5000
148/148 [==============================] - 0s 68us/step - loss: 37736.2045 - mean_absolute_error: 162.2561 - val_loss: 71583.9731 - val_mean_absolute_error: 247.0170
Epoch 1610/5000
148/148 [==============================] - 0s 68us/step - loss: 37710.0711 - mean_absolute_error: 162.2071 - val_loss: 71543.8372 - val_mean_absolute_error: 246.9445
Epoch 1611/5000
148/148 [==============================] - 0s 68us/step - loss: 37685.1321 - mean_absolute_error: 162.1620 - val_loss: 71502.0412 - val_mean_absolute_error: 246.8692
Epoch 1612/5000
148/148 [==============================] - 0s 74us/step - loss: 37660.0706 - mean_absolute_error: 162.1198 - val_loss: 71458.7838 - val_mean_absolute_error: 246.7915
Epoch 1613/5000
148/148 [==============================] - 0s 61us/step - loss: 37633.4246 - mean_absolute_error: 162.0687 - val_loss: 71417.2728 - val_mean_absolute_error: 246.7166
Epoch 1614/5000
148/148 [==============================] - 0s 81us/step - loss: 37607.5048 - mean_absolute_error: 162.0184 - val_loss: 71375.8575 - val_mean_absolute_error: 246.6421
Epoch 1615/5000
148/148 [==============================] - 0s 74us/step - loss: 37581.9629 - mean_absolute_error: 161.9734 - val_loss: 71333.7894 - val_mean_absolute_error: 246.5664
Epoch 1616/5000
148/148 [==============================] - 0s 81us/step - loss: 37559.3045 - mean_absolute_error: 161.9482 - val_loss: 71292.4962 - val_mean_absolute_error: 246.4926
Epoch 1617/5000
148/148 [==============================] - 0s 61us/step - loss: 37531.7091 - mean_absolute_error: 161.9111 - val_loss: 71252.0247 - val_mean_absolute_error: 246.4200
Epoch 1618/5000
148/148 [==============================] - 0s 74us/step - loss: 37506.3588 - mean_absolute_error: 161.8687 - val_loss: 71211.1175 - val_mean_absolute_error: 246.3464
Epoch 1619/5000
148/148 [==============================] - 0s 81us/step - loss: 37479.9298 - mean_absolute_error: 161.8242 - val_loss: 71171.1725 - val_mean_absolute_error: 246.2743
Epoch 1620/5000
148/148 [==============================] - 0s 74us/step - loss: 37456.4548 - mean_absolute_error: 161.7822 - val_loss: 71129.3528 - val_mean_absolute_error: 246.1988
Epoch 1621/5000
148/148 [==============================] - 0s 74us/step - loss: 37431.3008 - mean_absolute_error: 161.7373 - val_loss: 71087.8891 - val_mean_absolute_error: 246.1243
Epoch 1622/5000
148/148 [==============================] - 0s 68us/step - loss: 37403.7271 - mean_absolute_error: 161.7078 - val_loss: 71049.7559 - val_mean_absolute_error: 246.0572
Epoch 1623/5000
148/148 [==============================] - 0s 68us/step - loss: 37382.5683 - mean_absolute_error: 161.7151 - val_loss: 71012.3969 - val_mean_absolute_error: 245.9908
Epoch 1624/5000
148/148 [==============================] - 0s 68us/step - loss: 37359.3112 - mean_absolute_error: 161.6899 - val_loss: 70975.6475 - val_mean_absolute_error: 245.9239
Epoch 1625/5000
148/148 [==============================] - 0s 81us/step - loss: 37335.1538 - mean_absolute_error: 161.6350 - val_loss: 70938.0334 - val_mean_absolute_error: 245.8554
Epoch 1626/5000
148/148 [==============================] - 0s 81us/step - loss: 37312.6712 - mean_absolute_error: 161.5804 - val_loss: 70899.2287 - val_mean_absolute_error: 245.7849
Epoch 1627/5000
148/148 [==============================] - 0s 68us/step - loss: 37288.7289 - mean_absolute_error: 161.5235 - val_loss: 70861.2509 - val_mean_absolute_error: 245.7160
Epoch 1628/5000
148/148 [==============================] - 0s 68us/step - loss: 37265.2194 - mean_absolute_error: 161.4659 - val_loss: 70822.5750 - val_mean_absolute_error: 245.6456
Epoch 1629/5000
148/148 [==============================] - 0s 81us/step - loss: 37241.6168 - mean_absolute_error: 161.3971 - val_loss: 70785.7606 - val_mean_absolute_error: 245.5784
Epoch 1630/5000
148/148 [==============================] - 0s 74us/step - loss: 37219.5119 - mean_absolute_error: 161.3142 - val_loss: 70748.4416 - val_mean_absolute_error: 245.5099
Epoch 1631/5000
148/148 [==============================] - 0s 68us/step - loss: 37196.5799 - mean_absolute_error: 161.2495 - val_loss: 70711.5188 - val_mean_absolute_error: 245.4425
Epoch 1632/5000
148/148 [==============================] - 0s 74us/step - loss: 37174.7793 - mean_absolute_error: 161.1839 - val_loss: 70677.2384 - val_mean_absolute_error: 245.3798
Epoch 1633/5000
148/148 [==============================] - 0s 74us/step - loss: 37154.5409 - mean_absolute_error: 161.1144 - val_loss: 70642.6503 - val_mean_absolute_error: 245.3162
Epoch 1634/5000
148/148 [==============================] - 0s 68us/step - loss: 37133.3095 - mean_absolute_error: 161.0327 - val_loss: 70606.3419 - val_mean_absolute_error: 245.2493
Epoch 1635/5000
148/148 [==============================] - 0s 74us/step - loss: 37109.6868 - mean_absolute_error: 160.9632 - val_loss: 70567.7572 - val_mean_absolute_error: 245.1789
Epoch 1636/5000
148/148 [==============================] - 0s 68us/step - loss: 37087.1792 - mean_absolute_error: 160.9074 - val_loss: 70527.5131 - val_mean_absolute_error: 245.1060
Epoch 1637/5000
148/148 [==============================] - 0s 74us/step - loss: 37059.7754 - mean_absolute_error: 160.9010 - val_loss: 70485.5191 - val_mean_absolute_error: 245.0317
Epoch 1638/5000
148/148 [==============================] - 0s 81us/step - loss: 37037.3195 - mean_absolute_error: 160.9308 - val_loss: 70444.1438 - val_mean_absolute_error: 244.9579
Epoch 1639/5000
148/148 [==============================] - 0s 68us/step - loss: 37010.0571 - mean_absolute_error: 160.9207 - val_loss: 70404.1447 - val_mean_absolute_error: 244.8862
Epoch 1640/5000
148/148 [==============================] - 0s 68us/step - loss: 36987.9415 - mean_absolute_error: 160.9342 - val_loss: 70362.5513 - val_mean_absolute_error: 244.8126
Epoch 1641/5000
148/148 [==============================] - 0s 68us/step - loss: 36965.3505 - mean_absolute_error: 160.9653 - val_loss: 70320.2350 - val_mean_absolute_error: 244.7368
Epoch 1642/5000
148/148 [==============================] - 0s 81us/step - loss: 36937.3020 - mean_absolute_error: 160.9453 - val_loss: 70277.9316 - val_mean_absolute_error: 244.6605
Epoch 1643/5000
148/148 [==============================] - 0s 81us/step - loss: 36913.0429 - mean_absolute_error: 160.9191 - val_loss: 70236.3969 - val_mean_absolute_error: 244.5850
Epoch 1644/5000
148/148 [==============================] - 0s 61us/step - loss: 36888.9379 - mean_absolute_error: 160.8770 - val_loss: 70197.8878 - val_mean_absolute_error: 244.5140
Epoch 1645/5000
148/148 [==============================] - 0s 74us/step - loss: 36866.1590 - mean_absolute_error: 160.8322 - val_loss: 70160.3656 - val_mean_absolute_error: 244.4450
Epoch 1646/5000
148/148 [==============================] - 0s 68us/step - loss: 36843.0391 - mean_absolute_error: 160.7821 - val_loss: 70126.1053 - val_mean_absolute_error: 244.3816
Epoch 1647/5000
148/148 [==============================] - 0s 74us/step - loss: 36824.1526 - mean_absolute_error: 160.7209 - val_loss: 70093.3697 - val_mean_absolute_error: 244.3205
Epoch 1648/5000
148/148 [==============================] - 0s 68us/step - loss: 36800.7359 - mean_absolute_error: 160.6182 - val_loss: 70058.3394 - val_mean_absolute_error: 244.2558
Epoch 1649/5000
148/148 [==============================] - 0s 74us/step - loss: 36778.8908 - mean_absolute_error: 160.5437 - val_loss: 70021.6441 - val_mean_absolute_error: 244.1882
Epoch 1650/5000
148/148 [==============================] - 0s 74us/step - loss: 36755.8994 - mean_absolute_error: 160.4737 - val_loss: 69983.8463 - val_mean_absolute_error: 244.1184
Epoch 1651/5000
148/148 [==============================] - 0s 68us/step - loss: 36733.5535 - mean_absolute_error: 160.4087 - val_loss: 69947.3300 - val_mean_absolute_error: 244.0499
Epoch 1652/5000
148/148 [==============================] - 0s 81us/step - loss: 36711.9661 - mean_absolute_error: 160.3358 - val_loss: 69910.1209 - val_mean_absolute_error: 243.9801
Epoch 1653/5000
148/148 [==============================] - 0s 68us/step - loss: 36688.8786 - mean_absolute_error: 160.2651 - val_loss: 69872.4997 - val_mean_absolute_error: 243.9099
Epoch 1654/5000
148/148 [==============================] - 0s 68us/step - loss: 36667.3919 - mean_absolute_error: 160.1931 - val_loss: 69835.5303 - val_mean_absolute_error: 243.8412
Epoch 1655/5000
148/148 [==============================] - 0s 74us/step - loss: 36644.6090 - mean_absolute_error: 160.1173 - val_loss: 69799.4781 - val_mean_absolute_error: 243.7736
Epoch 1656/5000
148/148 [==============================] - 0s 74us/step - loss: 36622.7351 - mean_absolute_error: 160.0571 - val_loss: 69763.5419 - val_mean_absolute_error: 243.7071
Epoch 1657/5000
148/148 [==============================] - 0s 81us/step - loss: 36601.5749 - mean_absolute_error: 159.9915 - val_loss: 69725.9256 - val_mean_absolute_error: 243.6375
Epoch 1658/5000
148/148 [==============================] - 0s 68us/step - loss: 36577.0154 - mean_absolute_error: 159.9127 - val_loss: 69686.1125 - val_mean_absolute_error: 243.5644
Epoch 1659/5000
148/148 [==============================] - 0s 81us/step - loss: 36553.6154 - mean_absolute_error: 159.8382 - val_loss: 69644.6187 - val_mean_absolute_error: 243.4883
Epoch 1660/5000
148/148 [==============================] - 0s 68us/step - loss: 36528.8815 - mean_absolute_error: 159.7719 - val_loss: 69603.0063 - val_mean_absolute_error: 243.4122
Epoch 1661/5000
148/148 [==============================] - 0s 74us/step - loss: 36504.2656 - mean_absolute_error: 159.7116 - val_loss: 69562.9603 - val_mean_absolute_error: 243.3390
Epoch 1662/5000
148/148 [==============================] - 0s 95us/step - loss: 36479.8842 - mean_absolute_error: 159.6591 - val_loss: 69523.3775 - val_mean_absolute_error: 243.2663
Epoch 1663/5000
148/148 [==============================] - 0s 74us/step - loss: 36455.6671 - mean_absolute_error: 159.5988 - val_loss: 69483.7403 - val_mean_absolute_error: 243.1937
Epoch 1664/5000
148/148 [==============================] - 0s 68us/step - loss: 36432.2372 - mean_absolute_error: 159.5306 - val_loss: 69443.3334 - val_mean_absolute_error: 243.1195
Epoch 1665/5000
148/148 [==============================] - 0s 74us/step - loss: 36408.0137 - mean_absolute_error: 159.4730 - val_loss: 69402.2350 - val_mean_absolute_error: 243.0442
Epoch 1666/5000
148/148 [==============================] - 0s 68us/step - loss: 36382.2487 - mean_absolute_error: 159.4229 - val_loss: 69364.0672 - val_mean_absolute_error: 242.9739
Epoch 1667/5000
148/148 [==============================] - 0s 68us/step - loss: 36360.2808 - mean_absolute_error: 159.3698 - val_loss: 69325.8494 - val_mean_absolute_error: 242.9037
Epoch 1668/5000
148/148 [==============================] - 0s 68us/step - loss: 36336.5921 - mean_absolute_error: 159.3140 - val_loss: 69287.3622 - val_mean_absolute_error: 242.8330
Epoch 1669/5000
148/148 [==============================] - 0s 74us/step - loss: 36314.0939 - mean_absolute_error: 159.2664 - val_loss: 69250.1822 - val_mean_absolute_error: 242.7649
Epoch 1670/5000
148/148 [==============================] - 0s 74us/step - loss: 36291.7853 - mean_absolute_error: 159.2147 - val_loss: 69210.6541 - val_mean_absolute_error: 242.6920
Epoch 1671/5000
148/148 [==============================] - 0s 81us/step - loss: 36266.2248 - mean_absolute_error: 159.1506 - val_loss: 69172.9859 - val_mean_absolute_error: 242.6226
Epoch 1672/5000
148/148 [==============================] - 0s 68us/step - loss: 36244.5042 - mean_absolute_error: 159.0951 - val_loss: 69134.3341 - val_mean_absolute_error: 242.5514
Epoch 1673/5000
148/148 [==============================] - 0s 68us/step - loss: 36222.0731 - mean_absolute_error: 159.0449 - val_loss: 69096.2841 - val_mean_absolute_error: 242.4814
Epoch 1674/5000
148/148 [==============================] - 0s 74us/step - loss: 36199.3422 - mean_absolute_error: 158.9884 - val_loss: 69058.9806 - val_mean_absolute_error: 242.4126
Epoch 1675/5000
148/148 [==============================] - 0s 68us/step - loss: 36176.6610 - mean_absolute_error: 158.9203 - val_loss: 69022.9369 - val_mean_absolute_error: 242.3459
Epoch 1676/5000
148/148 [==============================] - 0s 68us/step - loss: 36154.3186 - mean_absolute_error: 158.8556 - val_loss: 68984.3216 - val_mean_absolute_error: 242.2745
Epoch 1677/5000
148/148 [==============================] - 0s 74us/step - loss: 36132.0072 - mean_absolute_error: 158.7842 - val_loss: 68947.1625 - val_mean_absolute_error: 242.2057
Epoch 1678/5000
148/148 [==============================] - 0s 68us/step - loss: 36110.0782 - mean_absolute_error: 158.7108 - val_loss: 68910.2556 - val_mean_absolute_error: 242.1374
Epoch 1679/5000
148/148 [==============================] - 0s 61us/step - loss: 36088.1130 - mean_absolute_error: 158.6301 - val_loss: 68872.8331 - val_mean_absolute_error: 242.0681
Epoch 1680/5000
148/148 [==============================] - 0s 74us/step - loss: 36065.2889 - mean_absolute_error: 158.5587 - val_loss: 68834.1638 - val_mean_absolute_error: 241.9967
Epoch 1681/5000
148/148 [==============================] - 0s 61us/step - loss: 36041.8337 - mean_absolute_error: 158.4897 - val_loss: 68796.3566 - val_mean_absolute_error: 241.9266
Epoch 1682/5000
148/148 [==============================] - 0s 61us/step - loss: 36020.1308 - mean_absolute_error: 158.4150 - val_loss: 68761.0603 - val_mean_absolute_error: 241.8613
Epoch 1683/5000
148/148 [==============================] - 0s 74us/step - loss: 35999.8393 - mean_absolute_error: 158.3365 - val_loss: 68727.5541 - val_mean_absolute_error: 241.7990
Epoch 1684/5000
148/148 [==============================] - 0s 68us/step - loss: 35980.5228 - mean_absolute_error: 158.2663 - val_loss: 68690.2094 - val_mean_absolute_error: 241.7300
Epoch 1685/5000
148/148 [==============================] - 0s 68us/step - loss: 35958.6346 - mean_absolute_error: 158.2061 - val_loss: 68651.4116 - val_mean_absolute_error: 241.6582
Epoch 1686/5000
148/148 [==============================] - 0s 68us/step - loss: 35933.7156 - mean_absolute_error: 158.1473 - val_loss: 68613.0975 - val_mean_absolute_error: 241.5879
Epoch 1687/5000
148/148 [==============================] - 0s 68us/step - loss: 35909.9982 - mean_absolute_error: 158.1056 - val_loss: 68573.2372 - val_mean_absolute_error: 241.5145
Epoch 1688/5000
148/148 [==============================] - 0s 68us/step - loss: 35885.4658 - mean_absolute_error: 158.0631 - val_loss: 68533.3503 - val_mean_absolute_error: 241.4406
Epoch 1689/5000
148/148 [==============================] - 0s 74us/step - loss: 35861.3969 - mean_absolute_error: 158.0225 - val_loss: 68493.9859 - val_mean_absolute_error: 241.3678
Epoch 1690/5000
148/148 [==============================] - 0s 61us/step - loss: 35837.9663 - mean_absolute_error: 157.9893 - val_loss: 68453.9913 - val_mean_absolute_error: 241.2944
Epoch 1691/5000
148/148 [==============================] - 0s 68us/step - loss: 35813.0472 - mean_absolute_error: 157.9490 - val_loss: 68415.7369 - val_mean_absolute_error: 241.2245
Epoch 1692/5000
148/148 [==============================] - 0s 74us/step - loss: 35790.1689 - mean_absolute_error: 157.9137 - val_loss: 68378.4337 - val_mean_absolute_error: 241.1558
Epoch 1693/5000
148/148 [==============================] - 0s 68us/step - loss: 35766.9606 - mean_absolute_error: 157.8668 - val_loss: 68344.2534 - val_mean_absolute_error: 241.0922
Epoch 1694/5000
148/148 [==============================] - 0s 68us/step - loss: 35746.7467 - mean_absolute_error: 157.8300 - val_loss: 68308.4981 - val_mean_absolute_error: 241.0261
Epoch 1695/5000
148/148 [==============================] - 0s 74us/step - loss: 35723.6645 - mean_absolute_error: 157.7853 - val_loss: 68269.7713 - val_mean_absolute_error: 240.9540
Epoch 1696/5000
148/148 [==============================] - 0s 68us/step - loss: 35699.6845 - mean_absolute_error: 157.7388 - val_loss: 68231.1078 - val_mean_absolute_error: 240.8818
Epoch 1697/5000
148/148 [==============================] - 0s 81us/step - loss: 35677.2081 - mean_absolute_error: 157.7004 - val_loss: 68190.8581 - val_mean_absolute_error: 240.8070
Epoch 1698/5000
148/148 [==============================] - 0s 68us/step - loss: 35651.9224 - mean_absolute_error: 157.6546 - val_loss: 68152.2462 - val_mean_absolute_error: 240.7350
Epoch 1699/5000
148/148 [==============================] - 0s 68us/step - loss: 35629.1118 - mean_absolute_error: 157.6095 - val_loss: 68114.0122 - val_mean_absolute_error: 240.6639
Epoch 1700/5000
148/148 [==============================] - 0s 68us/step - loss: 35603.4178 - mean_absolute_error: 157.5960 - val_loss: 68076.0097 - val_mean_absolute_error: 240.5948
Epoch 1701/5000
148/148 [==============================] - 0s 61us/step - loss: 35579.5834 - mean_absolute_error: 157.6003 - val_loss: 68037.0422 - val_mean_absolute_error: 240.5238
Epoch 1702/5000
148/148 [==============================] - 0s 74us/step - loss: 35555.9543 - mean_absolute_error: 157.5820 - val_loss: 67997.1709 - val_mean_absolute_error: 240.4504
Epoch 1703/5000
148/148 [==============================] - 0s 68us/step - loss: 35532.3311 - mean_absolute_error: 157.5660 - val_loss: 67958.1944 - val_mean_absolute_error: 240.3784
Epoch 1704/5000
148/148 [==============================] - 0s 74us/step - loss: 35508.0869 - mean_absolute_error: 157.5231 - val_loss: 67919.8141 - val_mean_absolute_error: 240.3071
Epoch 1705/5000
148/148 [==============================] - 0s 68us/step - loss: 35484.6669 - mean_absolute_error: 157.4705 - val_loss: 67879.9856 - val_mean_absolute_error: 240.2327
Epoch 1706/5000
148/148 [==============================] - ETA: 0s - loss: 32170.6836 - mean_absolute_error: 149.955 - 0s 68us/step - loss: 35461.1793 - mean_absolute_error: 157.4232 - val_loss: 67840.5834 - val_mean_absolute_error: 240.1594
Epoch 1707/5000
148/148 [==============================] - 0s 88us/step - loss: 35437.2857 - mean_absolute_error: 157.3780 - val_loss: 67802.1681 - val_mean_absolute_error: 240.0881
Epoch 1708/5000
148/148 [==============================] - 0s 68us/step - loss: 35414.5973 - mean_absolute_error: 157.3257 - val_loss: 67764.4956 - val_mean_absolute_error: 240.0176
Epoch 1709/5000
148/148 [==============================] - 0s 68us/step - loss: 35391.1513 - mean_absolute_error: 157.2694 - val_loss: 67726.1997 - val_mean_absolute_error: 239.9461
Epoch 1710/5000
148/148 [==============================] - 0s 68us/step - loss: 35369.2686 - mean_absolute_error: 157.2025 - val_loss: 67690.4950 - val_mean_absolute_error: 239.8789
Epoch 1711/5000
148/148 [==============================] - 0s 61us/step - loss: 35346.2340 - mean_absolute_error: 157.1286 - val_loss: 67653.9444 - val_mean_absolute_error: 239.8105
Epoch 1712/5000
148/148 [==============================] - 0s 68us/step - loss: 35324.7716 - mean_absolute_error: 157.0668 - val_loss: 67617.0156 - val_mean_absolute_error: 239.7418
Epoch 1713/5000
148/148 [==============================] - 0s 81us/step - loss: 35302.2000 - mean_absolute_error: 157.0121 - val_loss: 67579.0969 - val_mean_absolute_error: 239.6710
Epoch 1714/5000
148/148 [==============================] - 0s 88us/step - loss: 35279.4056 - mean_absolute_error: 156.9598 - val_loss: 67540.4019 - val_mean_absolute_error: 239.5985
Epoch 1715/5000
148/148 [==============================] - 0s 88us/step - loss: 35256.7114 - mean_absolute_error: 156.9034 - val_loss: 67501.7000 - val_mean_absolute_error: 239.5247
Epoch 1716/5000
148/148 [==============================] - 0s 88us/step - loss: 35233.7214 - mean_absolute_error: 156.8489 - val_loss: 67464.3778 - val_mean_absolute_error: 239.4539
Epoch 1717/5000
148/148 [==============================] - 0s 81us/step - loss: 35211.7846 - mean_absolute_error: 156.8060 - val_loss: 67426.4344 - val_mean_absolute_error: 239.3825
Epoch 1718/5000
148/148 [==============================] - 0s 108us/step - loss: 35188.0127 - mean_absolute_error: 156.7784 - val_loss: 67388.4391 - val_mean_absolute_error: 239.3103
Epoch 1719/5000
148/148 [==============================] - 0s 68us/step - loss: 35169.0246 - mean_absolute_error: 156.8080 - val_loss: 67346.1278 - val_mean_absolute_error: 239.2320
Epoch 1720/5000
148/148 [==============================] - 0s 68us/step - loss: 35143.6111 - mean_absolute_error: 156.8224 - val_loss: 67304.9866 - val_mean_absolute_error: 239.1543
Epoch 1721/5000
148/148 [==============================] - 0s 68us/step - loss: 35119.7457 - mean_absolute_error: 156.8131 - val_loss: 67265.8606 - val_mean_absolute_error: 239.0803
Epoch 1722/5000
148/148 [==============================] - 0s 68us/step - loss: 35095.3972 - mean_absolute_error: 156.7773 - val_loss: 67227.6300 - val_mean_absolute_error: 239.0084
Epoch 1723/5000
148/148 [==============================] - 0s 68us/step - loss: 35072.8228 - mean_absolute_error: 156.7310 - val_loss: 67189.4369 - val_mean_absolute_error: 238.9366
Epoch 1724/5000
148/148 [==============================] - 0s 74us/step - loss: 35050.7106 - mean_absolute_error: 156.6781 - val_loss: 67151.4266 - val_mean_absolute_error: 238.8648
Epoch 1725/5000
148/148 [==============================] - 0s 74us/step - loss: 35027.0092 - mean_absolute_error: 156.6160 - val_loss: 67114.5253 - val_mean_absolute_error: 238.7946
Epoch 1726/5000
148/148 [==============================] - 0s 68us/step - loss: 35005.6611 - mean_absolute_error: 156.5545 - val_loss: 67079.2131 - val_mean_absolute_error: 238.7273
Epoch 1727/5000
148/148 [==============================] - 0s 61us/step - loss: 34984.2978 - mean_absolute_error: 156.4797 - val_loss: 67043.4772 - val_mean_absolute_error: 238.6594
Epoch 1728/5000
148/148 [==============================] - 0s 68us/step - loss: 34962.0634 - mean_absolute_error: 156.4088 - val_loss: 67005.5050 - val_mean_absolute_error: 238.5875
Epoch 1729/5000
148/148 [==============================] - 0s 74us/step - loss: 34939.0958 - mean_absolute_error: 156.3501 - val_loss: 66969.1438 - val_mean_absolute_error: 238.5187
Epoch 1730/5000
148/148 [==============================] - 0s 68us/step - loss: 34917.5926 - mean_absolute_error: 156.2892 - val_loss: 66934.0709 - val_mean_absolute_error: 238.4523
Epoch 1731/5000
148/148 [==============================] - 0s 81us/step - loss: 34895.7429 - mean_absolute_error: 156.2240 - val_loss: 66896.2256 - val_mean_absolute_error: 238.3808
Epoch 1732/5000
148/148 [==============================] - 0s 68us/step - loss: 34872.9389 - mean_absolute_error: 156.1639 - val_loss: 66857.6872 - val_mean_absolute_error: 238.3079
Epoch 1733/5000
148/148 [==============================] - 0s 68us/step - loss: 34849.1940 - mean_absolute_error: 156.1020 - val_loss: 66819.3281 - val_mean_absolute_error: 238.2354
Epoch 1734/5000
148/148 [==============================] - 0s 74us/step - loss: 34827.4163 - mean_absolute_error: 156.0524 - val_loss: 66781.9037 - val_mean_absolute_error: 238.1649
Epoch 1735/5000
148/148 [==============================] - 0s 74us/step - loss: 34803.8575 - mean_absolute_error: 155.9983 - val_loss: 66745.1519 - val_mean_absolute_error: 238.0953
Epoch 1736/5000
148/148 [==============================] - 0s 68us/step - loss: 34781.8815 - mean_absolute_error: 155.9471 - val_loss: 66705.6331 - val_mean_absolute_error: 238.0205
Epoch 1737/5000
148/148 [==============================] - 0s 81us/step - loss: 34759.1561 - mean_absolute_error: 155.9037 - val_loss: 66665.7481 - val_mean_absolute_error: 237.9452
Epoch 1738/5000
148/148 [==============================] - 0s 68us/step - loss: 34735.5071 - mean_absolute_error: 155.8495 - val_loss: 66628.1159 - val_mean_absolute_error: 237.8738
Epoch 1739/5000
148/148 [==============================] - 0s 81us/step - loss: 34712.5690 - mean_absolute_error: 155.7917 - val_loss: 66591.3506 - val_mean_absolute_error: 237.8035
Epoch 1740/5000
148/148 [==============================] - 0s 68us/step - loss: 34690.9342 - mean_absolute_error: 155.7357 - val_loss: 66553.6013 - val_mean_absolute_error: 237.7316
Epoch 1741/5000
148/148 [==============================] - 0s 74us/step - loss: 34668.4187 - mean_absolute_error: 155.6894 - val_loss: 66515.5469 - val_mean_absolute_error: 237.6594
Epoch 1742/5000
148/148 [==============================] - 0s 74us/step - loss: 34645.7620 - mean_absolute_error: 155.6457 - val_loss: 66477.8112 - val_mean_absolute_error: 237.5879
Epoch 1743/5000
148/148 [==============================] - 0s 81us/step - loss: 34622.6586 - mean_absolute_error: 155.5845 - val_loss: 66442.7284 - val_mean_absolute_error: 237.5213
Epoch 1744/5000
148/148 [==============================] - 0s 68us/step - loss: 34601.6131 - mean_absolute_error: 155.5165 - val_loss: 66405.1016 - val_mean_absolute_error: 237.4499
Epoch 1745/5000
148/148 [==============================] - 0s 68us/step - loss: 34578.9823 - mean_absolute_error: 155.4483 - val_loss: 66367.6263 - val_mean_absolute_error: 237.3787
Epoch 1746/5000
148/148 [==============================] - 0s 74us/step - loss: 34557.2774 - mean_absolute_error: 155.3687 - val_loss: 66330.9250 - val_mean_absolute_error: 237.3090
Epoch 1747/5000
148/148 [==============================] - 0s 68us/step - loss: 34535.4701 - mean_absolute_error: 155.2970 - val_loss: 66295.1469 - val_mean_absolute_error: 237.2409
Epoch 1748/5000
148/148 [==============================] - 0s 74us/step - loss: 34513.4868 - mean_absolute_error: 155.2275 - val_loss: 66260.7800 - val_mean_absolute_error: 237.1751
Epoch 1749/5000
148/148 [==============================] - 0s 68us/step - loss: 34495.0445 - mean_absolute_error: 155.1598 - val_loss: 66227.9012 - val_mean_absolute_error: 237.1116
Epoch 1750/5000
148/148 [==============================] - 0s 68us/step - loss: 34475.3412 - mean_absolute_error: 155.0912 - val_loss: 66193.6678 - val_mean_absolute_error: 237.0458
Epoch 1751/5000
148/148 [==============================] - 0s 68us/step - loss: 34453.7078 - mean_absolute_error: 155.0330 - val_loss: 66158.1253 - val_mean_absolute_error: 236.9780
Epoch 1752/5000
148/148 [==============================] - 0s 74us/step - loss: 34431.9220 - mean_absolute_error: 154.9829 - val_loss: 66122.3188 - val_mean_absolute_error: 236.9103
Epoch 1753/5000
148/148 [==============================] - 0s 68us/step - loss: 34411.6945 - mean_absolute_error: 154.9469 - val_loss: 66084.9116 - val_mean_absolute_error: 236.8397
Epoch 1754/5000
148/148 [==============================] - 0s 74us/step - loss: 34388.4904 - mean_absolute_error: 154.8939 - val_loss: 66049.0225 - val_mean_absolute_error: 236.7720
Epoch 1755/5000
148/148 [==============================] - 0s 68us/step - loss: 34367.1240 - mean_absolute_error: 154.8330 - val_loss: 66013.1291 - val_mean_absolute_error: 236.7042
Epoch 1756/5000
148/148 [==============================] - 0s 68us/step - loss: 34345.7639 - mean_absolute_error: 154.7760 - val_loss: 65976.6569 - val_mean_absolute_error: 236.6348
Epoch 1757/5000
148/148 [==============================] - 0s 81us/step - loss: 34324.4971 - mean_absolute_error: 154.7175 - val_loss: 65942.6522 - val_mean_absolute_error: 236.5689
Epoch 1758/5000
148/148 [==============================] - 0s 68us/step - loss: 34304.8076 - mean_absolute_error: 154.6491 - val_loss: 65908.5147 - val_mean_absolute_error: 236.5032
Epoch 1759/5000
148/148 [==============================] - 0s 88us/step - loss: 34284.6424 - mean_absolute_error: 154.5882 - val_loss: 65873.8362 - val_mean_absolute_error: 236.4369
Epoch 1760/5000
148/148 [==============================] - 0s 61us/step - loss: 34262.9874 - mean_absolute_error: 154.5303 - val_loss: 65836.9747 - val_mean_absolute_error: 236.3665
Epoch 1761/5000
148/148 [==============================] - 0s 74us/step - loss: 34240.9355 - mean_absolute_error: 154.4807 - val_loss: 65801.0656 - val_mean_absolute_error: 236.2982
Epoch 1762/5000
148/148 [==============================] - 0s 81us/step - loss: 34220.4403 - mean_absolute_error: 154.4484 - val_loss: 65766.3053 - val_mean_absolute_error: 236.2320
Epoch 1763/5000
148/148 [==============================] - 0s 81us/step - loss: 34200.9819 - mean_absolute_error: 154.3894 - val_loss: 65733.9428 - val_mean_absolute_error: 236.1695
Epoch 1764/5000
148/148 [==============================] - 0s 74us/step - loss: 34179.4926 - mean_absolute_error: 154.3105 - val_loss: 65699.7944 - val_mean_absolute_error: 236.1040
Epoch 1765/5000
148/148 [==============================] - 0s 81us/step - loss: 34158.4206 - mean_absolute_error: 154.2488 - val_loss: 65666.0356 - val_mean_absolute_error: 236.0394
Epoch 1766/5000
148/148 [==============================] - 0s 68us/step - loss: 34139.2086 - mean_absolute_error: 154.1846 - val_loss: 65630.2866 - val_mean_absolute_error: 235.9708
Epoch 1767/5000
148/148 [==============================] - 0s 68us/step - loss: 34116.9689 - mean_absolute_error: 154.1216 - val_loss: 65594.3984 - val_mean_absolute_error: 235.9020
Epoch 1768/5000
148/148 [==============================] - 0s 61us/step - loss: 34096.6096 - mean_absolute_error: 154.0639 - val_loss: 65557.9153 - val_mean_absolute_error: 235.8319
Epoch 1769/5000
148/148 [==============================] - 0s 81us/step - loss: 34075.6964 - mean_absolute_error: 154.0041 - val_loss: 65522.4559 - val_mean_absolute_error: 235.7633
Epoch 1770/5000
148/148 [==============================] - 0s 68us/step - loss: 34054.0146 - mean_absolute_error: 153.9449 - val_loss: 65487.7272 - val_mean_absolute_error: 235.6958
Epoch 1771/5000
148/148 [==============================] - 0s 61us/step - loss: 34032.7996 - mean_absolute_error: 153.8928 - val_loss: 65451.9088 - val_mean_absolute_error: 235.6263
Epoch 1772/5000
148/148 [==============================] - 0s 81us/step - loss: 34011.9639 - mean_absolute_error: 153.8417 - val_loss: 65416.9250 - val_mean_absolute_error: 235.5591
Epoch 1773/5000
148/148 [==============================] - 0s 81us/step - loss: 33990.8725 - mean_absolute_error: 153.7887 - val_loss: 65381.1131 - val_mean_absolute_error: 235.4901
Epoch 1774/5000
148/148 [==============================] - 0s 68us/step - loss: 33971.5373 - mean_absolute_error: 153.7209 - val_loss: 65344.9741 - val_mean_absolute_error: 235.4208
Epoch 1775/5000
148/148 [==============================] - 0s 68us/step - loss: 33946.2474 - mean_absolute_error: 153.6848 - val_loss: 65305.3522 - val_mean_absolute_error: 235.3468
Epoch 1776/5000
148/148 [==============================] - 0s 68us/step - loss: 33923.8738 - mean_absolute_error: 153.7380 - val_loss: 65267.3241 - val_mean_absolute_error: 235.2749
Epoch 1777/5000
148/148 [==============================] - 0s 74us/step - loss: 33900.9005 - mean_absolute_error: 153.7237 - val_loss: 65231.1675 - val_mean_absolute_error: 235.2052
Epoch 1778/5000
148/148 [==============================] - 0s 61us/step - loss: 33880.2227 - mean_absolute_error: 153.6962 - val_loss: 65194.4219 - val_mean_absolute_error: 235.1345
Epoch 1779/5000
148/148 [==============================] - 0s 68us/step - loss: 33857.6090 - mean_absolute_error: 153.6597 - val_loss: 65157.4600 - val_mean_absolute_error: 235.0636
Epoch 1780/5000
148/148 [==============================] - 0s 68us/step - loss: 33835.8607 - mean_absolute_error: 153.6214 - val_loss: 65119.9244 - val_mean_absolute_error: 234.9912
Epoch 1781/5000
148/148 [==============================] - 0s 68us/step - loss: 33814.4085 - mean_absolute_error: 153.5741 - val_loss: 65083.8063 - val_mean_absolute_error: 234.9208
Epoch 1782/5000
148/148 [==============================] - 0s 68us/step - loss: 33792.4577 - mean_absolute_error: 153.5237 - val_loss: 65047.7106 - val_mean_absolute_error: 234.8508
Epoch 1783/5000
148/148 [==============================] - 0s 61us/step - loss: 33771.4809 - mean_absolute_error: 153.4863 - val_loss: 65011.1603 - val_mean_absolute_error: 234.7804
Epoch 1784/5000
148/148 [==============================] - 0s 68us/step - loss: 33748.8557 - mean_absolute_error: 153.4431 - val_loss: 64973.9413 - val_mean_absolute_error: 234.7087
Epoch 1785/5000
148/148 [==============================] - 0s 68us/step - loss: 33728.3098 - mean_absolute_error: 153.3866 - val_loss: 64939.5413 - val_mean_absolute_error: 234.6423
Epoch 1786/5000
148/148 [==============================] - 0s 68us/step - loss: 33707.5118 - mean_absolute_error: 153.3068 - val_loss: 64905.0788 - val_mean_absolute_error: 234.5755
Epoch 1787/5000
148/148 [==============================] - 0s 74us/step - loss: 33686.4774 - mean_absolute_error: 153.2491 - val_loss: 64868.4863 - val_mean_absolute_error: 234.5050
Epoch 1788/5000
148/148 [==============================] - 0s 74us/step - loss: 33664.5214 - mean_absolute_error: 153.1983 - val_loss: 64831.1178 - val_mean_absolute_error: 234.4329
Epoch 1789/5000
148/148 [==============================] - 0s 68us/step - loss: 33642.1247 - mean_absolute_error: 153.1442 - val_loss: 64793.8819 - val_mean_absolute_error: 234.3612
Epoch 1790/5000
148/148 [==============================] - 0s 61us/step - loss: 33619.5610 - mean_absolute_error: 153.0934 - val_loss: 64756.2094 - val_mean_absolute_error: 234.2888
Epoch 1791/5000
148/148 [==============================] - 0s 74us/step - loss: 33598.6874 - mean_absolute_error: 153.0688 - val_loss: 64718.1913 - val_mean_absolute_error: 234.2154
Epoch 1792/5000
148/148 [==============================] - 0s 68us/step - loss: 33574.4995 - mean_absolute_error: 153.0183 - val_loss: 64681.9722 - val_mean_absolute_error: 234.1447
Epoch 1793/5000
148/148 [==============================] - 0s 74us/step - loss: 33552.7314 - mean_absolute_error: 152.9687 - val_loss: 64645.5194 - val_mean_absolute_error: 234.0738
Epoch 1794/5000
148/148 [==============================] - 0s 68us/step - loss: 33531.7500 - mean_absolute_error: 152.9196 - val_loss: 64608.5784 - val_mean_absolute_error: 234.0021
Epoch 1795/5000
148/148 [==============================] - 0s 74us/step - loss: 33510.3372 - mean_absolute_error: 152.8720 - val_loss: 64573.2881 - val_mean_absolute_error: 233.9340
Epoch 1796/5000
148/148 [==============================] - 0s 68us/step - loss: 33488.8584 - mean_absolute_error: 152.8245 - val_loss: 64538.6909 - val_mean_absolute_error: 233.8676
Epoch 1797/5000
148/148 [==============================] - 0s 68us/step - loss: 33468.2049 - mean_absolute_error: 152.7817 - val_loss: 64504.1709 - val_mean_absolute_error: 233.8017
Epoch 1798/5000
148/148 [==============================] - 0s 74us/step - loss: 33447.3282 - mean_absolute_error: 152.7355 - val_loss: 64469.8450 - val_mean_absolute_error: 233.7356
Epoch 1799/5000
148/148 [==============================] - 0s 68us/step - loss: 33426.4448 - mean_absolute_error: 152.6925 - val_loss: 64434.2613 - val_mean_absolute_error: 233.6671
Epoch 1800/5000
148/148 [==============================] - 0s 68us/step - loss: 33404.9022 - mean_absolute_error: 152.6414 - val_loss: 64398.2853 - val_mean_absolute_error: 233.5970
Epoch 1801/5000
148/148 [==============================] - 0s 88us/step - loss: 33382.6545 - mean_absolute_error: 152.5907 - val_loss: 64362.4019 - val_mean_absolute_error: 233.5276
Epoch 1802/5000
148/148 [==============================] - 0s 88us/step - loss: 33362.2191 - mean_absolute_error: 152.5437 - val_loss: 64324.3234 - val_mean_absolute_error: 233.4541
Epoch 1803/5000
148/148 [==============================] - 0s 81us/step - loss: 33339.2148 - mean_absolute_error: 152.4941 - val_loss: 64287.6347 - val_mean_absolute_error: 233.3838
Epoch 1804/5000
148/148 [==============================] - 0s 81us/step - loss: 33318.4929 - mean_absolute_error: 152.4675 - val_loss: 64251.2875 - val_mean_absolute_error: 233.3147
Epoch 1805/5000
148/148 [==============================] - 0s 81us/step - loss: 33296.0477 - mean_absolute_error: 152.4221 - val_loss: 64217.0634 - val_mean_absolute_error: 233.2490
Epoch 1806/5000
148/148 [==============================] - 0s 95us/step - loss: 33275.7070 - mean_absolute_error: 152.3817 - val_loss: 64182.3322 - val_mean_absolute_error: 233.1822
Epoch 1807/5000
148/148 [==============================] - 0s 88us/step - loss: 33255.4400 - mean_absolute_error: 152.3414 - val_loss: 64146.0941 - val_mean_absolute_error: 233.1120
Epoch 1808/5000
148/148 [==============================] - 0s 88us/step - loss: 33233.5277 - mean_absolute_error: 152.2892 - val_loss: 64109.6200 - val_mean_absolute_error: 233.0414
Epoch 1809/5000
148/148 [==============================] - 0s 88us/step - loss: 33212.0030 - mean_absolute_error: 152.2365 - val_loss: 64073.9859 - val_mean_absolute_error: 232.9722
Epoch 1810/5000
148/148 [==============================] - 0s 68us/step - loss: 33190.1024 - mean_absolute_error: 152.1862 - val_loss: 64037.9163 - val_mean_absolute_error: 232.9025
Epoch 1811/5000
148/148 [==============================] - 0s 74us/step - loss: 33169.4825 - mean_absolute_error: 152.1264 - val_loss: 64002.3475 - val_mean_absolute_error: 232.8335
Epoch 1812/5000
148/148 [==============================] - 0s 74us/step - loss: 33149.4328 - mean_absolute_error: 152.0680 - val_loss: 63966.8691 - val_mean_absolute_error: 232.7640
Epoch 1813/5000
148/148 [==============================] - 0s 74us/step - loss: 33126.5743 - mean_absolute_error: 152.0035 - val_loss: 63930.5472 - val_mean_absolute_error: 232.6929
Epoch 1814/5000
148/148 [==============================] - 0s 68us/step - loss: 33105.2204 - mean_absolute_error: 151.9429 - val_loss: 63895.2663 - val_mean_absolute_error: 232.6227
Epoch 1815/5000
148/148 [==============================] - 0s 81us/step - loss: 33084.6126 - mean_absolute_error: 151.8724 - val_loss: 63860.3091 - val_mean_absolute_error: 232.5540
Epoch 1816/5000
148/148 [==============================] - 0s 95us/step - loss: 33063.4011 - mean_absolute_error: 151.8069 - val_loss: 63824.4331 - val_mean_absolute_error: 232.4841
Epoch 1817/5000
148/148 [==============================] - 0s 81us/step - loss: 33041.9282 - mean_absolute_error: 151.7510 - val_loss: 63787.2450 - val_mean_absolute_error: 232.4116
Epoch 1818/5000
148/148 [==============================] - 0s 74us/step - loss: 33020.2689 - mean_absolute_error: 151.6984 - val_loss: 63749.2613 - val_mean_absolute_error: 232.3377
Epoch 1819/5000
148/148 [==============================] - 0s 81us/step - loss: 32997.3120 - mean_absolute_error: 151.6373 - val_loss: 63711.7703 - val_mean_absolute_error: 232.2646
Epoch 1820/5000
148/148 [==============================] - 0s 81us/step - loss: 32975.6157 - mean_absolute_error: 151.5706 - val_loss: 63676.3922 - val_mean_absolute_error: 232.1950
Epoch 1821/5000
148/148 [==============================] - 0s 88us/step - loss: 32955.7038 - mean_absolute_error: 151.5085 - val_loss: 63641.7103 - val_mean_absolute_error: 232.1275
Epoch 1822/5000
148/148 [==============================] - 0s 88us/step - loss: 32934.9718 - mean_absolute_error: 151.4555 - val_loss: 63608.9275 - val_mean_absolute_error: 232.0640
Epoch 1823/5000
148/148 [==============================] - 0s 68us/step - loss: 32914.7272 - mean_absolute_error: 151.4010 - val_loss: 63575.3938 - val_mean_absolute_error: 231.9991
Epoch 1824/5000
148/148 [==============================] - 0s 68us/step - loss: 32895.6118 - mean_absolute_error: 151.3442 - val_loss: 63541.9697 - val_mean_absolute_error: 231.9340
Epoch 1825/5000
148/148 [==============================] - 0s 81us/step - loss: 32876.4154 - mean_absolute_error: 151.2815 - val_loss: 63507.7444 - val_mean_absolute_error: 231.8671
Epoch 1826/5000
148/148 [==============================] - 0s 81us/step - loss: 32856.1144 - mean_absolute_error: 151.2202 - val_loss: 63473.6453 - val_mean_absolute_error: 231.7997
Epoch 1827/5000
148/148 [==============================] - 0s 68us/step - loss: 32836.0000 - mean_absolute_error: 151.1573 - val_loss: 63439.6828 - val_mean_absolute_error: 231.7324
Epoch 1828/5000
148/148 [==============================] - 0s 74us/step - loss: 32816.4354 - mean_absolute_error: 151.0919 - val_loss: 63404.0603 - val_mean_absolute_error: 231.6623
Epoch 1829/5000
148/148 [==============================] - 0s 88us/step - loss: 32795.6050 - mean_absolute_error: 151.0489 - val_loss: 63368.1294 - val_mean_absolute_error: 231.5924
Epoch 1830/5000
148/148 [==============================] - 0s 68us/step - loss: 32773.4456 - mean_absolute_error: 151.0042 - val_loss: 63331.8897 - val_mean_absolute_error: 231.5215
Epoch 1831/5000
148/148 [==============================] - 0s 68us/step - loss: 32752.1148 - mean_absolute_error: 150.9478 - val_loss: 63296.1781 - val_mean_absolute_error: 231.4501
Epoch 1832/5000
148/148 [==============================] - 0s 74us/step - loss: 32730.3083 - mean_absolute_error: 150.8836 - val_loss: 63260.0281 - val_mean_absolute_error: 231.3788
Epoch 1833/5000
148/148 [==============================] - 0s 95us/step - loss: 32710.0879 - mean_absolute_error: 150.8251 - val_loss: 63224.5766 - val_mean_absolute_error: 231.3089
Epoch 1834/5000
148/148 [==============================] - 0s 68us/step - loss: 32688.3033 - mean_absolute_error: 150.7687 - val_loss: 63186.6159 - val_mean_absolute_error: 231.2341
Epoch 1835/5000
148/148 [==============================] - 0s 74us/step - loss: 32664.9523 - mean_absolute_error: 150.7128 - val_loss: 63150.0597 - val_mean_absolute_error: 231.1615
Epoch 1836/5000
148/148 [==============================] - 0s 81us/step - loss: 32644.5504 - mean_absolute_error: 150.6568 - val_loss: 63113.7812 - val_mean_absolute_error: 231.0905
Epoch 1837/5000
148/148 [==============================] - 0s 81us/step - loss: 32622.8604 - mean_absolute_error: 150.5976 - val_loss: 63077.6953 - val_mean_absolute_error: 231.0203
Epoch 1838/5000
148/148 [==============================] - 0s 81us/step - loss: 32600.7355 - mean_absolute_error: 150.5499 - val_loss: 63041.4541 - val_mean_absolute_error: 230.9506
Epoch 1839/5000
148/148 [==============================] - 0s 88us/step - loss: 32580.9685 - mean_absolute_error: 150.5878 - val_loss: 63001.1444 - val_mean_absolute_error: 230.8743
Epoch 1840/5000
148/148 [==============================] - 0s 74us/step - loss: 32554.9178 - mean_absolute_error: 150.6071 - val_loss: 62961.7812 - val_mean_absolute_error: 230.7991
Epoch 1841/5000
148/148 [==============================] - 0s 74us/step - loss: 32532.9712 - mean_absolute_error: 150.6001 - val_loss: 62923.5881 - val_mean_absolute_error: 230.7258
Epoch 1842/5000
148/148 [==============================] - 0s 81us/step - loss: 32511.3111 - mean_absolute_error: 150.5834 - val_loss: 62887.4884 - val_mean_absolute_error: 230.6562
Epoch 1843/5000
148/148 [==============================] - 0s 68us/step - loss: 32489.2003 - mean_absolute_error: 150.5552 - val_loss: 62849.8259 - val_mean_absolute_error: 230.5838
Epoch 1844/5000
148/148 [==============================] - 0s 68us/step - loss: 32463.3858 - mean_absolute_error: 150.5247 - val_loss: 62811.9131 - val_mean_absolute_error: 230.5116
Epoch 1845/5000
148/148 [==============================] - 0s 88us/step - loss: 32445.3177 - mean_absolute_error: 150.5450 - val_loss: 62774.5428 - val_mean_absolute_error: 230.4400
Epoch 1846/5000
148/148 [==============================] - 0s 68us/step - loss: 32423.7919 - mean_absolute_error: 150.5316 - val_loss: 62737.5394 - val_mean_absolute_error: 230.3685
Epoch 1847/5000
148/148 [==============================] - 0s 68us/step - loss: 32402.6177 - mean_absolute_error: 150.4999 - val_loss: 62702.0053 - val_mean_absolute_error: 230.2996
Epoch 1848/5000
148/148 [==============================] - 0s 74us/step - loss: 32381.2203 - mean_absolute_error: 150.4520 - val_loss: 62666.9956 - val_mean_absolute_error: 230.2317
Epoch 1849/5000
148/148 [==============================] - 0s 81us/step - loss: 32360.5482 - mean_absolute_error: 150.3925 - val_loss: 62630.5459 - val_mean_absolute_error: 230.1609
Epoch 1850/5000
148/148 [==============================] - 0s 81us/step - loss: 32337.3165 - mean_absolute_error: 150.3176 - val_loss: 62593.7334 - val_mean_absolute_error: 230.0894
Epoch 1851/5000
148/148 [==============================] - 0s 81us/step - loss: 32314.7062 - mean_absolute_error: 150.2415 - val_loss: 62556.8788 - val_mean_absolute_error: 230.0177
Epoch 1852/5000
148/148 [==============================] - 0s 74us/step - loss: 32292.9949 - mean_absolute_error: 150.1676 - val_loss: 62520.8606 - val_mean_absolute_error: 229.9474
Epoch 1853/5000
148/148 [==============================] - 0s 74us/step - loss: 32269.9966 - mean_absolute_error: 150.0796 - val_loss: 62484.0656 - val_mean_absolute_error: 229.8757
Epoch 1854/5000
148/148 [==============================] - 0s 88us/step - loss: 32247.5159 - mean_absolute_error: 150.0118 - val_loss: 62447.4544 - val_mean_absolute_error: 229.8039
Epoch 1855/5000
148/148 [==============================] - 0s 74us/step - loss: 32226.0254 - mean_absolute_error: 149.9536 - val_loss: 62410.6513 - val_mean_absolute_error: 229.7321
Epoch 1856/5000
148/148 [==============================] - 0s 74us/step - loss: 32205.0182 - mean_absolute_error: 149.8901 - val_loss: 62377.4331 - val_mean_absolute_error: 229.6668
Epoch 1857/5000
148/148 [==============================] - 0s 68us/step - loss: 32184.8863 - mean_absolute_error: 149.8237 - val_loss: 62343.2453 - val_mean_absolute_error: 229.5994
Epoch 1858/5000
148/148 [==============================] - 0s 81us/step - loss: 32164.5346 - mean_absolute_error: 149.7474 - val_loss: 62308.7303 - val_mean_absolute_error: 229.5314
Epoch 1859/5000
148/148 [==============================] - 0s 81us/step - loss: 32143.4276 - mean_absolute_error: 149.6748 - val_loss: 62272.5828 - val_mean_absolute_error: 229.4609
Epoch 1860/5000
148/148 [==============================] - 0s 74us/step - loss: 32121.2631 - mean_absolute_error: 149.6038 - val_loss: 62237.1622 - val_mean_absolute_error: 229.3917
Epoch 1861/5000
148/148 [==============================] - 0s 68us/step - loss: 32101.2684 - mean_absolute_error: 149.5504 - val_loss: 62201.9359 - val_mean_absolute_error: 229.3229
Epoch 1862/5000
148/148 [==============================] - 0s 88us/step - loss: 32079.6860 - mean_absolute_error: 149.4935 - val_loss: 62167.8844 - val_mean_absolute_error: 229.2558
Epoch 1863/5000
148/148 [==============================] - 0s 81us/step - loss: 32060.7407 - mean_absolute_error: 149.4346 - val_loss: 62134.5578 - val_mean_absolute_error: 229.1902
Epoch 1864/5000
148/148 [==============================] - 0s 81us/step - loss: 32040.3647 - mean_absolute_error: 149.3823 - val_loss: 62101.1844 - val_mean_absolute_error: 229.1241
Epoch 1865/5000
148/148 [==============================] - 0s 74us/step - loss: 32020.1870 - mean_absolute_error: 149.3262 - val_loss: 62067.1194 - val_mean_absolute_error: 229.0570
Epoch 1866/5000
148/148 [==============================] - 0s 74us/step - loss: 32000.2200 - mean_absolute_error: 149.2721 - val_loss: 62031.3403 - val_mean_absolute_error: 228.9862
Epoch 1867/5000
148/148 [==============================] - 0s 88us/step - loss: 31979.5171 - mean_absolute_error: 149.2264 - val_loss: 61994.8962 - val_mean_absolute_error: 228.9147
Epoch 1868/5000
148/148 [==============================] - 0s 81us/step - loss: 31958.1556 - mean_absolute_error: 149.1719 - val_loss: 61959.5437 - val_mean_absolute_error: 228.8452
Epoch 1869/5000
148/148 [==============================] - 0s 88us/step - loss: 31936.7877 - mean_absolute_error: 149.1189 - val_loss: 61921.9656 - val_mean_absolute_error: 228.7716
Epoch 1870/5000
148/148 [==============================] - 0s 88us/step - loss: 31914.5903 - mean_absolute_error: 149.0611 - val_loss: 61885.8416 - val_mean_absolute_error: 228.7008
Epoch 1871/5000
148/148 [==============================] - 0s 81us/step - loss: 31892.6497 - mean_absolute_error: 149.0009 - val_loss: 61849.5653 - val_mean_absolute_error: 228.6299
Epoch 1872/5000
148/148 [==============================] - 0s 81us/step - loss: 31871.6384 - mean_absolute_error: 148.9442 - val_loss: 61813.2822 - val_mean_absolute_error: 228.5588
Epoch 1873/5000
148/148 [==============================] - 0s 68us/step - loss: 31850.4243 - mean_absolute_error: 148.8795 - val_loss: 61778.6303 - val_mean_absolute_error: 228.4907
Epoch 1874/5000
148/148 [==============================] - 0s 61us/step - loss: 31830.5435 - mean_absolute_error: 148.8167 - val_loss: 61743.1831 - val_mean_absolute_error: 228.4212
Epoch 1875/5000
148/148 [==============================] - 0s 88us/step - loss: 31809.6024 - mean_absolute_error: 148.7570 - val_loss: 61708.0859 - val_mean_absolute_error: 228.3524
Epoch 1876/5000
148/148 [==============================] - 0s 81us/step - loss: 31788.9018 - mean_absolute_error: 148.7017 - val_loss: 61674.5666 - val_mean_absolute_error: 228.2862
Epoch 1877/5000
148/148 [==============================] - 0s 68us/step - loss: 31769.5193 - mean_absolute_error: 148.6555 - val_loss: 61642.5750 - val_mean_absolute_error: 228.2230
Epoch 1878/5000
148/148 [==============================] - 0s 68us/step - loss: 31750.5580 - mean_absolute_error: 148.5955 - val_loss: 61611.9878 - val_mean_absolute_error: 228.1624
Epoch 1879/5000
148/148 [==============================] - 0s 81us/step - loss: 31732.1176 - mean_absolute_error: 148.5295 - val_loss: 61580.6663 - val_mean_absolute_error: 228.1014
Epoch 1880/5000
148/148 [==============================] - 0s 81us/step - loss: 31713.5213 - mean_absolute_error: 148.4732 - val_loss: 61547.3087 - val_mean_absolute_error: 228.0363
Epoch 1881/5000
148/148 [==============================] - 0s 74us/step - loss: 31693.5085 - mean_absolute_error: 148.4204 - val_loss: 61515.3784 - val_mean_absolute_error: 227.9743
Epoch 1882/5000
148/148 [==============================] - 0s 74us/step - loss: 31675.1246 - mean_absolute_error: 148.3860 - val_loss: 61482.8234 - val_mean_absolute_error: 227.9108
Epoch 1883/5000
148/148 [==============================] - 0s 74us/step - loss: 31653.8707 - mean_absolute_error: 148.3353 - val_loss: 61450.2134 - val_mean_absolute_error: 227.8463
Epoch 1884/5000
148/148 [==============================] - 0s 88us/step - loss: 31634.5676 - mean_absolute_error: 148.2841 - val_loss: 61415.8709 - val_mean_absolute_error: 227.7786
Epoch 1885/5000
148/148 [==============================] - 0s 68us/step - loss: 31614.2806 - mean_absolute_error: 148.2368 - val_loss: 61379.3441 - val_mean_absolute_error: 227.7066
Epoch 1886/5000
148/148 [==============================] - 0s 74us/step - loss: 31592.5808 - mean_absolute_error: 148.1850 - val_loss: 61341.8825 - val_mean_absolute_error: 227.6329
Epoch 1887/5000
148/148 [==============================] - 0s 74us/step - loss: 31570.5261 - mean_absolute_error: 148.1358 - val_loss: 61305.1669 - val_mean_absolute_error: 227.5609
Epoch 1888/5000
148/148 [==============================] - 0s 74us/step - loss: 31548.6149 - mean_absolute_error: 148.0953 - val_loss: 61268.3512 - val_mean_absolute_error: 227.4885
Epoch 1889/5000
148/148 [==============================] - 0s 74us/step - loss: 31528.4459 - mean_absolute_error: 148.0632 - val_loss: 61231.0772 - val_mean_absolute_error: 227.4154
Epoch 1890/5000
148/148 [==============================] - 0s 68us/step - loss: 31507.4943 - mean_absolute_error: 148.0069 - val_loss: 61196.3750 - val_mean_absolute_error: 227.3469
Epoch 1891/5000
148/148 [==============================] - 0s 81us/step - loss: 31486.0973 - mean_absolute_error: 147.9295 - val_loss: 61163.4334 - val_mean_absolute_error: 227.2820
Epoch 1892/5000
148/148 [==============================] - 0s 74us/step - loss: 31464.5136 - mean_absolute_error: 147.8515 - val_loss: 61129.7216 - val_mean_absolute_error: 227.2156
Epoch 1893/5000
148/148 [==============================] - 0s 68us/step - loss: 31444.9950 - mean_absolute_error: 147.7863 - val_loss: 61095.6191 - val_mean_absolute_error: 227.1488
Epoch 1894/5000
148/148 [==============================] - 0s 74us/step - loss: 31424.4849 - mean_absolute_error: 147.7227 - val_loss: 61059.6581 - val_mean_absolute_error: 227.0779
Epoch 1895/5000
148/148 [==============================] - 0s 81us/step - loss: 31402.9976 - mean_absolute_error: 147.6614 - val_loss: 61024.5478 - val_mean_absolute_error: 227.0085
Epoch 1896/5000
148/148 [==============================] - 0s 74us/step - loss: 31382.9259 - mean_absolute_error: 147.6067 - val_loss: 60990.0987 - val_mean_absolute_error: 226.9402
Epoch 1897/5000
148/148 [==============================] - 0s 68us/step - loss: 31362.3242 - mean_absolute_error: 147.5468 - val_loss: 60956.5444 - val_mean_absolute_error: 226.8724
Epoch 1898/5000
148/148 [==============================] - 0s 88us/step - loss: 31342.7147 - mean_absolute_error: 147.4872 - val_loss: 60922.2766 - val_mean_absolute_error: 226.8035
Epoch 1899/5000
148/148 [==============================] - 0s 81us/step - loss: 31322.2473 - mean_absolute_error: 147.4358 - val_loss: 60885.6853 - val_mean_absolute_error: 226.7308
Epoch 1900/5000
148/148 [==============================] - 0s 74us/step - loss: 31301.0215 - mean_absolute_error: 147.3783 - val_loss: 60849.4409 - val_mean_absolute_error: 226.6592
Epoch 1901/5000
148/148 [==============================] - 0s 68us/step - loss: 31280.3004 - mean_absolute_error: 147.3202 - val_loss: 60814.2891 - val_mean_absolute_error: 226.5896
Epoch 1902/5000
148/148 [==============================] - 0s 88us/step - loss: 31259.3954 - mean_absolute_error: 147.2550 - val_loss: 60781.4169 - val_mean_absolute_error: 226.5240
Epoch 1903/5000
148/148 [==============================] - 0s 74us/step - loss: 31239.8291 - mean_absolute_error: 147.1943 - val_loss: 60747.0025 - val_mean_absolute_error: 226.4550
Epoch 1904/5000
148/148 [==============================] - 0s 68us/step - loss: 31219.0217 - mean_absolute_error: 147.1564 - val_loss: 60712.3450 - val_mean_absolute_error: 226.3859
Epoch 1905/5000
148/148 [==============================] - 0s 68us/step - loss: 31197.2581 - mean_absolute_error: 147.1225 - val_loss: 60676.0775 - val_mean_absolute_error: 226.3137
Epoch 1906/5000
148/148 [==============================] - 0s 81us/step - loss: 31175.8717 - mean_absolute_error: 147.0859 - val_loss: 60639.5947 - val_mean_absolute_error: 226.2414
Epoch 1907/5000
148/148 [==============================] - 0s 81us/step - loss: 31154.0436 - mean_absolute_error: 147.0466 - val_loss: 60603.0031 - val_mean_absolute_error: 226.1688
Epoch 1908/5000
148/148 [==============================] - 0s 68us/step - loss: 31132.4648 - mean_absolute_error: 147.0042 - val_loss: 60568.0597 - val_mean_absolute_error: 226.0997
Epoch 1909/5000
148/148 [==============================] - 0s 68us/step - loss: 31112.5848 - mean_absolute_error: 146.9454 - val_loss: 60534.8084 - val_mean_absolute_error: 226.0334
Epoch 1910/5000
148/148 [==============================] - 0s 81us/step - loss: 31093.6631 - mean_absolute_error: 146.8820 - val_loss: 60502.6687 - val_mean_absolute_error: 225.9698
Epoch 1911/5000
148/148 [==============================] - 0s 81us/step - loss: 31073.8648 - mean_absolute_error: 146.8178 - val_loss: 60470.8722 - val_mean_absolute_error: 225.9064
Epoch 1912/5000
148/148 [==============================] - 0s 68us/step - loss: 31054.6841 - mean_absolute_error: 146.7658 - val_loss: 60437.8512 - val_mean_absolute_error: 225.8403
Epoch 1913/5000
148/148 [==============================] - 0s 74us/step - loss: 31035.6858 - mean_absolute_error: 146.7182 - val_loss: 60402.9969 - val_mean_absolute_error: 225.7697
Epoch 1914/5000
148/148 [==============================] - 0s 81us/step - loss: 31015.8941 - mean_absolute_error: 146.6458 - val_loss: 60369.2122 - val_mean_absolute_error: 225.7020
Epoch 1915/5000
148/148 [==============================] - 0s 68us/step - loss: 31000.4468 - mean_absolute_error: 146.6521 - val_loss: 60332.0731 - val_mean_absolute_error: 225.6295
Epoch 1916/5000
148/148 [==============================] - 0s 74us/step - loss: 30971.3352 - mean_absolute_error: 146.6318 - val_loss: 60297.0303 - val_mean_absolute_error: 225.5603
Epoch 1917/5000
148/148 [==============================] - 0s 74us/step - loss: 30953.2033 - mean_absolute_error: 146.6270 - val_loss: 60262.6478 - val_mean_absolute_error: 225.4926
Epoch 1918/5000
148/148 [==============================] - 0s 81us/step - loss: 30931.6360 - mean_absolute_error: 146.6216 - val_loss: 60228.5606 - val_mean_absolute_error: 225.4254
Epoch 1919/5000
148/148 [==============================] - 0s 68us/step - loss: 30912.4058 - mean_absolute_error: 146.5926 - val_loss: 60194.8100 - val_mean_absolute_error: 225.3590
Epoch 1920/5000
148/148 [==============================] - 0s 68us/step - loss: 30893.0206 - mean_absolute_error: 146.5617 - val_loss: 60159.0025 - val_mean_absolute_error: 225.2884
Epoch 1921/5000
148/148 [==============================] - 0s 74us/step - loss: 30870.7699 - mean_absolute_error: 146.5120 - val_loss: 60123.7272 - val_mean_absolute_error: 225.2182
Epoch 1922/5000
148/148 [==============================] - 0s 74us/step - loss: 30850.4911 - mean_absolute_error: 146.4612 - val_loss: 60088.6944 - val_mean_absolute_error: 225.1487
Epoch 1923/5000
148/148 [==============================] - 0s 74us/step - loss: 30829.5855 - mean_absolute_error: 146.3977 - val_loss: 60054.4753 - val_mean_absolute_error: 225.0805
Epoch 1924/5000
148/148 [==============================] - 0s 101us/step - loss: 30810.3074 - mean_absolute_error: 146.3760 - val_loss: 60019.6800 - val_mean_absolute_error: 225.0121
Epoch 1925/5000
148/148 [==============================] - 0s 81us/step - loss: 30787.9890 - mean_absolute_error: 146.3366 - val_loss: 59983.6725 - val_mean_absolute_error: 224.9408
Epoch 1926/5000
148/148 [==============================] - 0s 122us/step - loss: 30767.5005 - mean_absolute_error: 146.2958 - val_loss: 59947.6744 - val_mean_absolute_error: 224.8692
Epoch 1927/5000
148/148 [==============================] - 0s 135us/step - loss: 30745.3279 - mean_absolute_error: 146.2451 - val_loss: 59911.5925 - val_mean_absolute_error: 224.7969
Epoch 1928/5000
148/148 [==============================] - 0s 88us/step - loss: 30723.3901 - mean_absolute_error: 146.1961 - val_loss: 59875.1547 - val_mean_absolute_error: 224.7238
Epoch 1929/5000
148/148 [==============================] - 0s 95us/step - loss: 30702.0378 - mean_absolute_error: 146.1481 - val_loss: 59838.4037 - val_mean_absolute_error: 224.6502
Epoch 1930/5000
148/148 [==============================] - 0s 95us/step - loss: 30680.2333 - mean_absolute_error: 146.0920 - val_loss: 59801.8325 - val_mean_absolute_error: 224.5769
Epoch 1931/5000
148/148 [==============================] - 0s 81us/step - loss: 30658.7194 - mean_absolute_error: 146.0373 - val_loss: 59766.7891 - val_mean_absolute_error: 224.5061
Epoch 1932/5000
148/148 [==============================] - 0s 81us/step - loss: 30639.3286 - mean_absolute_error: 145.9730 - val_loss: 59732.6263 - val_mean_absolute_error: 224.4372
Epoch 1933/5000
148/148 [==============================] - 0s 68us/step - loss: 30618.3933 - mean_absolute_error: 145.9039 - val_loss: 59699.5703 - val_mean_absolute_error: 224.3712
Epoch 1934/5000
148/148 [==============================] - 0s 74us/step - loss: 30599.8071 - mean_absolute_error: 145.8587 - val_loss: 59666.2284 - val_mean_absolute_error: 224.3049
Epoch 1935/5000
148/148 [==============================] - 0s 81us/step - loss: 30580.5637 - mean_absolute_error: 145.8133 - val_loss: 59632.8950 - val_mean_absolute_error: 224.2381
Epoch 1936/5000
148/148 [==============================] - 0s 74us/step - loss: 30559.5569 - mean_absolute_error: 145.7639 - val_loss: 59600.0678 - val_mean_absolute_error: 224.1724
Epoch 1937/5000
148/148 [==============================] - 0s 61us/step - loss: 30540.9739 - mean_absolute_error: 145.7223 - val_loss: 59565.5400 - val_mean_absolute_error: 224.1036
Epoch 1938/5000
148/148 [==============================] - 0s 81us/step - loss: 30520.9106 - mean_absolute_error: 145.6821 - val_loss: 59531.6294 - val_mean_absolute_error: 224.0358
Epoch 1939/5000
148/148 [==============================] - 0s 74us/step - loss: 30500.3596 - mean_absolute_error: 145.6169 - val_loss: 59498.7678 - val_mean_absolute_error: 223.9696
Epoch 1940/5000
148/148 [==============================] - 0s 74us/step - loss: 30480.4715 - mean_absolute_error: 145.5527 - val_loss: 59463.3056 - val_mean_absolute_error: 223.8985
Epoch 1941/5000
148/148 [==============================] - 0s 81us/step - loss: 30459.5855 - mean_absolute_error: 145.4868 - val_loss: 59430.6706 - val_mean_absolute_error: 223.8331
Epoch 1942/5000
148/148 [==============================] - 0s 74us/step - loss: 30440.3478 - mean_absolute_error: 145.4283 - val_loss: 59397.9984 - val_mean_absolute_error: 223.7675
Epoch 1943/5000
148/148 [==============================] - 0s 81us/step - loss: 30421.2448 - mean_absolute_error: 145.3738 - val_loss: 59365.4106 - val_mean_absolute_error: 223.7018
Epoch 1944/5000
148/148 [==============================] - 0s 81us/step - loss: 30401.0987 - mean_absolute_error: 145.3159 - val_loss: 59332.1622 - val_mean_absolute_error: 223.6348
Epoch 1945/5000
148/148 [==============================] - 0s 74us/step - loss: 30380.9255 - mean_absolute_error: 145.2530 - val_loss: 59299.9791 - val_mean_absolute_error: 223.5700
Epoch 1946/5000
148/148 [==============================] - 0s 68us/step - loss: 30362.4857 - mean_absolute_error: 145.1823 - val_loss: 59268.3525 - val_mean_absolute_error: 223.5061
Epoch 1947/5000
148/148 [==============================] - 0s 81us/step - loss: 30343.8189 - mean_absolute_error: 145.1176 - val_loss: 59235.6347 - val_mean_absolute_error: 223.4400
Epoch 1948/5000
148/148 [==============================] - 0s 81us/step - loss: 30323.6760 - mean_absolute_error: 145.0551 - val_loss: 59202.8859 - val_mean_absolute_error: 223.3738
Epoch 1949/5000
148/148 [==============================] - 0s 68us/step - loss: 30304.1363 - mean_absolute_error: 144.9940 - val_loss: 59168.5553 - val_mean_absolute_error: 223.3046
Epoch 1950/5000
148/148 [==============================] - 0s 74us/step - loss: 30283.9553 - mean_absolute_error: 144.9408 - val_loss: 59132.6041 - val_mean_absolute_error: 223.2320
Epoch 1951/5000
148/148 [==============================] - 0s 88us/step - loss: 30263.0964 - mean_absolute_error: 144.8912 - val_loss: 59097.6566 - val_mean_absolute_error: 223.1613
Epoch 1952/5000
148/148 [==============================] - 0s 95us/step - loss: 30242.4333 - mean_absolute_error: 144.8289 - val_loss: 59065.8100 - val_mean_absolute_error: 223.0974
Epoch 1953/5000
148/148 [==============================] - 0s 81us/step - loss: 30223.2097 - mean_absolute_error: 144.7654 - val_loss: 59032.6991 - val_mean_absolute_error: 223.0308
Epoch 1954/5000
148/148 [==============================] - 0s 74us/step - loss: 30203.6815 - mean_absolute_error: 144.7043 - val_loss: 59000.6822 - val_mean_absolute_error: 222.9664
Epoch 1955/5000
148/148 [==============================] - 0s 81us/step - loss: 30184.7427 - mean_absolute_error: 144.6497 - val_loss: 58966.7509 - val_mean_absolute_error: 222.8986
Epoch 1956/5000
148/148 [==============================] - 0s 81us/step - loss: 30162.7522 - mean_absolute_error: 144.6503 - val_loss: 58929.9403 - val_mean_absolute_error: 222.8257
Epoch 1957/5000
148/148 [==============================] - 0s 95us/step - loss: 30144.5867 - mean_absolute_error: 144.6609 - val_loss: 58894.2063 - val_mean_absolute_error: 222.7541
Epoch 1958/5000
148/148 [==============================] - 0s 88us/step - loss: 30125.3006 - mean_absolute_error: 144.6589 - val_loss: 58859.7941 - val_mean_absolute_error: 222.6847
Epoch 1959/5000
148/148 [==============================] - 0s 88us/step - loss: 30105.2818 - mean_absolute_error: 144.6302 - val_loss: 58826.0541 - val_mean_absolute_error: 222.6164
Epoch 1960/5000
148/148 [==============================] - 0s 108us/step - loss: 30086.3160 - mean_absolute_error: 144.5905 - val_loss: 58791.9212 - val_mean_absolute_error: 222.5473
Epoch 1961/5000
148/148 [==============================] - 0s 95us/step - loss: 30066.1564 - mean_absolute_error: 144.5450 - val_loss: 58756.2081 - val_mean_absolute_error: 222.4748
Epoch 1962/5000
148/148 [==============================] - 0s 74us/step - loss: 30044.9859 - mean_absolute_error: 144.4933 - val_loss: 58720.6931 - val_mean_absolute_error: 222.4026
Epoch 1963/5000
148/148 [==============================] - 0s 74us/step - loss: 30024.4324 - mean_absolute_error: 144.4310 - val_loss: 58687.0134 - val_mean_absolute_error: 222.3344
Epoch 1964/5000
148/148 [==============================] - 0s 74us/step - loss: 30004.2766 - mean_absolute_error: 144.3623 - val_loss: 58653.7072 - val_mean_absolute_error: 222.2666
Epoch 1965/5000
148/148 [==============================] - 0s 68us/step - loss: 29984.1608 - mean_absolute_error: 144.2907 - val_loss: 58620.2456 - val_mean_absolute_error: 222.1979
Epoch 1966/5000
148/148 [==============================] - 0s 81us/step - loss: 29963.9911 - mean_absolute_error: 144.2211 - val_loss: 58586.3009 - val_mean_absolute_error: 222.1288
Epoch 1967/5000
148/148 [==============================] - 0s 68us/step - loss: 29943.3269 - mean_absolute_error: 144.1973 - val_loss: 58549.5000 - val_mean_absolute_error: 222.0547
Epoch 1968/5000
148/148 [==============================] - 0s 74us/step - loss: 29924.5262 - mean_absolute_error: 144.2118 - val_loss: 58516.3791 - val_mean_absolute_error: 221.9875
Epoch 1969/5000
148/148 [==============================] - 0s 68us/step - loss: 29905.5207 - mean_absolute_error: 144.1734 - val_loss: 58482.6914 - val_mean_absolute_error: 221.9192
Epoch 1970/5000
148/148 [==============================] - 0s 74us/step - loss: 29885.8143 - mean_absolute_error: 144.1283 - val_loss: 58447.0278 - val_mean_absolute_error: 221.8466
Epoch 1971/5000
148/148 [==============================] - 0s 68us/step - loss: 29864.2419 - mean_absolute_error: 144.0729 - val_loss: 58411.3369 - val_mean_absolute_error: 221.7738
Epoch 1972/5000
148/148 [==============================] - 0s 68us/step - loss: 29843.0980 - mean_absolute_error: 144.0144 - val_loss: 58375.7220 - val_mean_absolute_error: 221.7011
Epoch 1973/5000
148/148 [==============================] - 0s 68us/step - loss: 29823.0248 - mean_absolute_error: 143.9545 - val_loss: 58341.0203 - val_mean_absolute_error: 221.6303
Epoch 1974/5000
148/148 [==============================] - 0s 68us/step - loss: 29802.5948 - mean_absolute_error: 143.8969 - val_loss: 58308.4941 - val_mean_absolute_error: 221.5640
Epoch 1975/5000
148/148 [==============================] - 0s 68us/step - loss: 29782.7046 - mean_absolute_error: 143.8400 - val_loss: 58277.7473 - val_mean_absolute_error: 221.5013
Epoch 1976/5000
148/148 [==============================] - 0s 68us/step - loss: 29765.0032 - mean_absolute_error: 143.7851 - val_loss: 58246.0370 - val_mean_absolute_error: 221.4364
Epoch 1977/5000
148/148 [==============================] - 0s 68us/step - loss: 29745.0214 - mean_absolute_error: 143.7231 - val_loss: 58213.6389 - val_mean_absolute_error: 221.3698
Epoch 1978/5000
148/148 [==============================] - 0s 74us/step - loss: 29728.1588 - mean_absolute_error: 143.6580 - val_loss: 58178.9900 - val_mean_absolute_error: 221.2988
Epoch 1979/5000
148/148 [==============================] - 0s 81us/step - loss: 29706.8020 - mean_absolute_error: 143.6247 - val_loss: 58142.1377 - val_mean_absolute_error: 221.2251
Epoch 1980/5000
148/148 [==============================] - 0s 74us/step - loss: 29688.6477 - mean_absolute_error: 143.6380 - val_loss: 58106.1508 - val_mean_absolute_error: 221.1523
Epoch 1981/5000
148/148 [==============================] - 0s 74us/step - loss: 29667.6181 - mean_absolute_error: 143.6175 - val_loss: 58069.1881 - val_mean_absolute_error: 221.0773
Epoch 1982/5000
148/148 [==============================] - 0s 88us/step - loss: 29648.2236 - mean_absolute_error: 143.5956 - val_loss: 58033.4764 - val_mean_absolute_error: 221.0058
Epoch 1983/5000
148/148 [==============================] - 0s 68us/step - loss: 29629.9596 - mean_absolute_error: 143.5915 - val_loss: 57998.6048 - val_mean_absolute_error: 220.9354
Epoch 1984/5000
148/148 [==============================] - 0s 81us/step - loss: 29610.7452 - mean_absolute_error: 143.5642 - val_loss: 57962.5456 - val_mean_absolute_error: 220.8621
Epoch 1985/5000
148/148 [==============================] - 0s 74us/step - loss: 29589.1952 - mean_absolute_error: 143.5120 - val_loss: 57929.4184 - val_mean_absolute_error: 220.7943
Epoch 1986/5000
148/148 [==============================] - 0s 74us/step - loss: 29568.6508 - mean_absolute_error: 143.4765 - val_loss: 57895.7298 - val_mean_absolute_error: 220.7261
Epoch 1987/5000
148/148 [==============================] - 0s 74us/step - loss: 29552.8418 - mean_absolute_error: 143.4778 - val_loss: 57860.4053 - val_mean_absolute_error: 220.6543
Epoch 1988/5000
148/148 [==============================] - 0s 68us/step - loss: 29531.7123 - mean_absolute_error: 143.4359 - val_loss: 57825.0522 - val_mean_absolute_error: 220.5819
Epoch 1989/5000
148/148 [==============================] - 0s 74us/step - loss: 29511.4187 - mean_absolute_error: 143.3868 - val_loss: 57789.3956 - val_mean_absolute_error: 220.5087
Epoch 1990/5000
148/148 [==============================] - 0s 68us/step - loss: 29490.0745 - mean_absolute_error: 143.3271 - val_loss: 57755.8186 - val_mean_absolute_error: 220.4391
Epoch 1991/5000
148/148 [==============================] - 0s 68us/step - loss: 29470.3779 - mean_absolute_error: 143.2595 - val_loss: 57723.6264 - val_mean_absolute_error: 220.3725
Epoch 1992/5000
148/148 [==============================] - 0s 74us/step - loss: 29451.8063 - mean_absolute_error: 143.2126 - val_loss: 57693.8872 - val_mean_absolute_error: 220.3119
Epoch 1993/5000
148/148 [==============================] - 0s 61us/step - loss: 29432.7027 - mean_absolute_error: 143.1651 - val_loss: 57662.4812 - val_mean_absolute_error: 220.2472
Epoch 1994/5000
148/148 [==============================] - 0s 81us/step - loss: 29416.8652 - mean_absolute_error: 143.1437 - val_loss: 57630.4587 - val_mean_absolute_error: 220.1819
Epoch 1995/5000
148/148 [==============================] - 0s 74us/step - loss: 29398.3030 - mean_absolute_error: 143.1233 - val_loss: 57596.2489 - val_mean_absolute_error: 220.1117
Epoch 1996/5000
148/148 [==============================] - 0s 68us/step - loss: 29378.7375 - mean_absolute_error: 143.0834 - val_loss: 57561.2369 - val_mean_absolute_error: 220.0398
Epoch 1997/5000
148/148 [==============================] - 0s 68us/step - loss: 29357.5138 - mean_absolute_error: 143.0274 - val_loss: 57527.3697 - val_mean_absolute_error: 219.9704
Epoch 1998/5000
148/148 [==============================] - 0s 81us/step - loss: 29336.9325 - mean_absolute_error: 142.9736 - val_loss: 57492.9339 - val_mean_absolute_error: 219.8997
Epoch 1999/5000
148/148 [==============================] - 0s 74us/step - loss: 29316.8024 - mean_absolute_error: 142.9167 - val_loss: 57457.3337 - val_mean_absolute_error: 219.8262
Epoch 2000/5000
148/148 [==============================] - 0s 68us/step - loss: 29295.3153 - mean_absolute_error: 142.8462 - val_loss: 57423.3681 - val_mean_absolute_error: 219.7552
Epoch 2001/5000
148/148 [==============================] - 0s 74us/step - loss: 29273.5285 - mean_absolute_error: 142.7579 - val_loss: 57389.2397 - val_mean_absolute_error: 219.6835
Epoch 2002/5000
148/148 [==============================] - 0s 74us/step - loss: 29252.5727 - mean_absolute_error: 142.6713 - val_loss: 57356.3727 - val_mean_absolute_error: 219.6148
Epoch 2003/5000
148/148 [==============================] - 0s 81us/step - loss: 29231.7035 - mean_absolute_error: 142.5892 - val_loss: 57324.2630 - val_mean_absolute_error: 219.5481
Epoch 2004/5000
148/148 [==============================] - 0s 81us/step - loss: 29210.4995 - mean_absolute_error: 142.5021 - val_loss: 57290.5986 - val_mean_absolute_error: 219.4786
Epoch 2005/5000
148/148 [==============================] - 0s 81us/step - loss: 29189.7488 - mean_absolute_error: 142.4323 - val_loss: 57257.2387 - val_mean_absolute_error: 219.4096
Epoch 2006/5000
148/148 [==============================] - 0s 74us/step - loss: 29170.1678 - mean_absolute_error: 142.3659 - val_loss: 57223.3516 - val_mean_absolute_error: 219.3395
Epoch 2007/5000
148/148 [==============================] - 0s 74us/step - loss: 29149.5668 - mean_absolute_error: 142.2983 - val_loss: 57190.5530 - val_mean_absolute_error: 219.2715
Epoch 2008/5000
148/148 [==============================] - 0s 68us/step - loss: 29129.7989 - mean_absolute_error: 142.2315 - val_loss: 57157.3656 - val_mean_absolute_error: 219.2022
Epoch 2009/5000
148/148 [==============================] - 0s 74us/step - loss: 29109.1469 - mean_absolute_error: 142.1546 - val_loss: 57124.7694 - val_mean_absolute_error: 219.1343
Epoch 2010/5000
148/148 [==============================] - 0s 68us/step - loss: 29088.1009 - mean_absolute_error: 142.0653 - val_loss: 57089.6147 - val_mean_absolute_error: 219.0614
Epoch 2011/5000
148/148 [==============================] - 0s 74us/step - loss: 29066.8499 - mean_absolute_error: 141.9877 - val_loss: 57052.8211 - val_mean_absolute_error: 218.9852
Epoch 2012/5000
148/148 [==============================] - 0s 68us/step - loss: 29045.2408 - mean_absolute_error: 141.9058 - val_loss: 57016.9897 - val_mean_absolute_error: 218.9111
Epoch 2013/5000
148/148 [==============================] - 0s 74us/step - loss: 29027.6341 - mean_absolute_error: 141.8866 - val_loss: 56978.8380 - val_mean_absolute_error: 218.8332
Epoch 2014/5000
148/148 [==============================] - 0s 68us/step - loss: 29006.3914 - mean_absolute_error: 141.8599 - val_loss: 56944.3661 - val_mean_absolute_error: 218.7624
Epoch 2015/5000
148/148 [==============================] - 0s 81us/step - loss: 28985.9468 - mean_absolute_error: 141.8128 - val_loss: 56910.4298 - val_mean_absolute_error: 218.6923
Epoch 2016/5000
148/148 [==============================] - 0s 74us/step - loss: 28966.4777 - mean_absolute_error: 141.7689 - val_loss: 56877.7047 - val_mean_absolute_error: 218.6249
Epoch 2017/5000
148/148 [==============================] - 0s 68us/step - loss: 28947.3252 - mean_absolute_error: 141.7182 - val_loss: 56846.7534 - val_mean_absolute_error: 218.5612
Epoch 2018/5000
148/148 [==============================] - 0s 68us/step - loss: 28930.2576 - mean_absolute_error: 141.6924 - val_loss: 56815.4191 - val_mean_absolute_error: 218.4972
Epoch 2019/5000
148/148 [==============================] - 0s 68us/step - loss: 28911.6117 - mean_absolute_error: 141.6745 - val_loss: 56782.8863 - val_mean_absolute_error: 218.4303
Epoch 2020/5000
148/148 [==============================] - 0s 68us/step - loss: 28893.3203 - mean_absolute_error: 141.6418 - val_loss: 56751.4858 - val_mean_absolute_error: 218.3659
Epoch 2021/5000
148/148 [==============================] - 0s 74us/step - loss: 28875.9873 - mean_absolute_error: 141.6048 - val_loss: 56719.1303 - val_mean_absolute_error: 218.2991
Epoch 2022/5000
148/148 [==============================] - 0s 74us/step - loss: 28856.9634 - mean_absolute_error: 141.5583 - val_loss: 56687.6038 - val_mean_absolute_error: 218.2340
Epoch 2023/5000
148/148 [==============================] - 0s 74us/step - loss: 28838.4022 - mean_absolute_error: 141.5003 - val_loss: 56655.8173 - val_mean_absolute_error: 218.1681
Epoch 2024/5000
148/148 [==============================] - 0s 68us/step - loss: 28818.1264 - mean_absolute_error: 141.4345 - val_loss: 56622.9814 - val_mean_absolute_error: 218.1000
Epoch 2025/5000
148/148 [==============================] - 0s 74us/step - loss: 28798.5391 - mean_absolute_error: 141.3768 - val_loss: 56591.0142 - val_mean_absolute_error: 218.0335
Epoch 2026/5000
148/148 [==============================] - 0s 68us/step - loss: 28779.9377 - mean_absolute_error: 141.3159 - val_loss: 56560.4666 - val_mean_absolute_error: 217.9697
Epoch 2027/5000
148/148 [==============================] - 0s 81us/step - loss: 28761.0631 - mean_absolute_error: 141.2526 - val_loss: 56527.9648 - val_mean_absolute_error: 217.9019
Epoch 2028/5000
148/148 [==============================] - 0s 68us/step - loss: 28741.1448 - mean_absolute_error: 141.1940 - val_loss: 56494.5903 - val_mean_absolute_error: 217.8322
Epoch 2029/5000
148/148 [==============================] - 0s 88us/step - loss: 28722.3710 - mean_absolute_error: 141.1301 - val_loss: 56460.1633 - val_mean_absolute_error: 217.7602
Epoch 2030/5000
148/148 [==============================] - 0s 74us/step - loss: 28700.4139 - mean_absolute_error: 141.0508 - val_loss: 56426.7608 - val_mean_absolute_error: 217.6904
Epoch 2031/5000
148/148 [==============================] - 0s 95us/step - loss: 28682.4229 - mean_absolute_error: 140.9803 - val_loss: 56395.4016 - val_mean_absolute_error: 217.6248
Epoch 2032/5000
148/148 [==============================] - 0s 68us/step - loss: 28661.9941 - mean_absolute_error: 140.8912 - val_loss: 56363.2778 - val_mean_absolute_error: 217.5577
Epoch 2033/5000
148/148 [==============================] - 0s 68us/step - loss: 28641.2657 - mean_absolute_error: 140.8239 - val_loss: 56329.5505 - val_mean_absolute_error: 217.4874
Epoch 2034/5000
148/148 [==============================] - 0s 74us/step - loss: 28622.2139 - mean_absolute_error: 140.7600 - val_loss: 56294.4514 - val_mean_absolute_error: 217.4140
Epoch 2035/5000
148/148 [==============================] - 0s 68us/step - loss: 28600.2583 - mean_absolute_error: 140.6978 - val_loss: 56259.2327 - val_mean_absolute_error: 217.3403
Epoch 2036/5000
148/148 [==============================] - 0s 68us/step - loss: 28580.0056 - mean_absolute_error: 140.6443 - val_loss: 56224.6175 - val_mean_absolute_error: 217.2679
Epoch 2037/5000
148/148 [==============================] - 0s 74us/step - loss: 28560.0322 - mean_absolute_error: 140.5895 - val_loss: 56189.7450 - val_mean_absolute_error: 217.1948
Epoch 2038/5000
148/148 [==============================] - 0s 68us/step - loss: 28541.4615 - mean_absolute_error: 140.5328 - val_loss: 56155.9264 - val_mean_absolute_error: 217.1240
Epoch 2039/5000
148/148 [==============================] - 0s 68us/step - loss: 28521.3597 - mean_absolute_error: 140.4849 - val_loss: 56123.7339 - val_mean_absolute_error: 217.0567
Epoch 2040/5000
148/148 [==============================] - 0s 74us/step - loss: 28501.5819 - mean_absolute_error: 140.4349 - val_loss: 56092.1791 - val_mean_absolute_error: 216.9900
Epoch 2041/5000
148/148 [==============================] - 0s 81us/step - loss: 28483.2508 - mean_absolute_error: 140.3676 - val_loss: 56060.0377 - val_mean_absolute_error: 216.9209
Epoch 2042/5000
148/148 [==============================] - 0s 68us/step - loss: 28463.8093 - mean_absolute_error: 140.2947 - val_loss: 56026.0600 - val_mean_absolute_error: 216.8487
Epoch 2043/5000
148/148 [==============================] - 0s 68us/step - loss: 28443.5552 - mean_absolute_error: 140.2342 - val_loss: 55992.1120 - val_mean_absolute_error: 216.7769
Epoch 2044/5000
148/148 [==============================] - 0s 74us/step - loss: 28422.8691 - mean_absolute_error: 140.1647 - val_loss: 55959.6855 - val_mean_absolute_error: 216.7087
Epoch 2045/5000
148/148 [==============================] - 0s 61us/step - loss: 28405.2769 - mean_absolute_error: 140.1011 - val_loss: 55928.5219 - val_mean_absolute_error: 216.6432
Epoch 2046/5000
148/148 [==============================] - 0s 68us/step - loss: 28386.7882 - mean_absolute_error: 140.0361 - val_loss: 55897.0572 - val_mean_absolute_error: 216.5770
Epoch 2047/5000
148/148 [==============================] - 0s 74us/step - loss: 28368.0918 - mean_absolute_error: 140.0011 - val_loss: 55866.5420 - val_mean_absolute_error: 216.5139
Epoch 2048/5000
148/148 [==============================] - 0s 68us/step - loss: 28351.5432 - mean_absolute_error: 139.9854 - val_loss: 55835.4009 - val_mean_absolute_error: 216.4492
Epoch 2049/5000
148/148 [==============================] - 0s 68us/step - loss: 28331.5766 - mean_absolute_error: 139.9297 - val_loss: 55804.8309 - val_mean_absolute_error: 216.3853
Epoch 2050/5000
148/148 [==============================] - 0s 68us/step - loss: 28312.6882 - mean_absolute_error: 139.8643 - val_loss: 55773.2611 - val_mean_absolute_error: 216.3190
Epoch 2051/5000
148/148 [==============================] - 0s 68us/step - loss: 28292.7599 - mean_absolute_error: 139.7898 - val_loss: 55742.5700 - val_mean_absolute_error: 216.2545
Epoch 2052/5000
148/148 [==============================] - 0s 68us/step - loss: 28277.3247 - mean_absolute_error: 139.7222 - val_loss: 55711.5944 - val_mean_absolute_error: 216.1895
Epoch 2053/5000
148/148 [==============================] - 0s 68us/step - loss: 28256.9643 - mean_absolute_error: 139.6484 - val_loss: 55681.3917 - val_mean_absolute_error: 216.1261
Epoch 2054/5000
148/148 [==============================] - 0s 68us/step - loss: 28238.6055 - mean_absolute_error: 139.5933 - val_loss: 55649.6178 - val_mean_absolute_error: 216.0592
Epoch 2055/5000
148/148 [==============================] - 0s 74us/step - loss: 28219.0835 - mean_absolute_error: 139.5377 - val_loss: 55616.0308 - val_mean_absolute_error: 215.9884
Epoch 2056/5000
148/148 [==============================] - 0s 61us/step - loss: 28199.8494 - mean_absolute_error: 139.4798 - val_loss: 55581.6277 - val_mean_absolute_error: 215.9157
Epoch 2057/5000
148/148 [==============================] - 0s 74us/step - loss: 28178.7322 - mean_absolute_error: 139.4204 - val_loss: 55545.5428 - val_mean_absolute_error: 215.8396
Epoch 2058/5000
148/148 [==============================] - 0s 68us/step - loss: 28158.3183 - mean_absolute_error: 139.3656 - val_loss: 55508.6687 - val_mean_absolute_error: 215.7618
Epoch 2059/5000
148/148 [==============================] - 0s 74us/step - loss: 28137.7596 - mean_absolute_error: 139.3102 - val_loss: 55473.0981 - val_mean_absolute_error: 215.6868
Epoch 2060/5000
148/148 [==============================] - 0s 68us/step - loss: 28116.7826 - mean_absolute_error: 139.2553 - val_loss: 55438.6741 - val_mean_absolute_error: 215.6141
Epoch 2061/5000
148/148 [==============================] - 0s 68us/step - loss: 28097.1659 - mean_absolute_error: 139.2010 - val_loss: 55406.2677 - val_mean_absolute_error: 215.5453
Epoch 2062/5000
148/148 [==============================] - 0s 74us/step - loss: 28078.5925 - mean_absolute_error: 139.1488 - val_loss: 55372.8372 - val_mean_absolute_error: 215.4747
Epoch 2063/5000
148/148 [==============================] - 0s 74us/step - loss: 28059.2473 - mean_absolute_error: 139.1126 - val_loss: 55342.1927 - val_mean_absolute_error: 215.4096
Epoch 2064/5000
148/148 [==============================] - 0s 68us/step - loss: 28041.9122 - mean_absolute_error: 139.0940 - val_loss: 55311.5436 - val_mean_absolute_error: 215.3447
Epoch 2065/5000
148/148 [==============================] - 0s 74us/step - loss: 28024.3764 - mean_absolute_error: 139.0470 - val_loss: 55280.6277 - val_mean_absolute_error: 215.2788
Epoch 2066/5000
148/148 [==============================] - 0s 68us/step - loss: 28005.5774 - mean_absolute_error: 138.9898 - val_loss: 55249.0311 - val_mean_absolute_error: 215.2116
Epoch 2067/5000
148/148 [==============================] - 0s 74us/step - loss: 27986.2095 - mean_absolute_error: 138.9296 - val_loss: 55216.0986 - val_mean_absolute_error: 215.1416
Epoch 2068/5000
148/148 [==============================] - 0s 68us/step - loss: 27967.9175 - mean_absolute_error: 138.8781 - val_loss: 55183.8258 - val_mean_absolute_error: 215.0731
Epoch 2069/5000
148/148 [==============================] - 0s 74us/step - loss: 27949.4036 - mean_absolute_error: 138.8243 - val_loss: 55151.3945 - val_mean_absolute_error: 215.0046
Epoch 2070/5000
148/148 [==============================] - 0s 61us/step - loss: 27929.8522 - mean_absolute_error: 138.7737 - val_loss: 55119.3475 - val_mean_absolute_error: 214.9368
Epoch 2071/5000
148/148 [==============================] - 0s 68us/step - loss: 27911.5232 - mean_absolute_error: 138.7230 - val_loss: 55087.2247 - val_mean_absolute_error: 214.8688
Epoch 2072/5000
148/148 [==============================] - 0s 68us/step - loss: 27893.4552 - mean_absolute_error: 138.6646 - val_loss: 55057.1231 - val_mean_absolute_error: 214.8052
Epoch 2073/5000
148/148 [==============================] - 0s 61us/step - loss: 27876.1652 - mean_absolute_error: 138.6000 - val_loss: 55027.1897 - val_mean_absolute_error: 214.7417
Epoch 2074/5000
148/148 [==============================] - 0s 74us/step - loss: 27856.7413 - mean_absolute_error: 138.5306 - val_loss: 54994.9858 - val_mean_absolute_error: 214.6739
Epoch 2075/5000
148/148 [==============================] - 0s 81us/step - loss: 27838.3537 - mean_absolute_error: 138.4781 - val_loss: 54962.1995 - val_mean_absolute_error: 214.6045
Epoch 2076/5000
148/148 [==============================] - 0s 68us/step - loss: 27820.0065 - mean_absolute_error: 138.4195 - val_loss: 54930.1045 - val_mean_absolute_error: 214.5352
Epoch 2077/5000
148/148 [==============================] - 0s 68us/step - loss: 27801.8865 - mean_absolute_error: 138.3577 - val_loss: 54900.1880 - val_mean_absolute_error: 214.4707
Epoch 2078/5000
148/148 [==============================] - 0s 74us/step - loss: 27783.6848 - mean_absolute_error: 138.2945 - val_loss: 54869.9166 - val_mean_absolute_error: 214.4058
Epoch 2079/5000
148/148 [==============================] - 0s 74us/step - loss: 27766.5542 - mean_absolute_error: 138.2330 - val_loss: 54839.1166 - val_mean_absolute_error: 214.3399
Epoch 2080/5000
148/148 [==============================] - 0s 68us/step - loss: 27749.3130 - mean_absolute_error: 138.1747 - val_loss: 54808.5727 - val_mean_absolute_error: 214.2743
Epoch 2081/5000
148/148 [==============================] - 0s 74us/step - loss: 27730.9008 - mean_absolute_error: 138.1187 - val_loss: 54777.0850 - val_mean_absolute_error: 214.2072
Epoch 2082/5000
148/148 [==============================] - 0s 68us/step - loss: 27712.7900 - mean_absolute_error: 138.0531 - val_loss: 54744.5822 - val_mean_absolute_error: 214.1381
Epoch 2083/5000
148/148 [==============================] - 0s 74us/step - loss: 27693.0902 - mean_absolute_error: 138.0209 - val_loss: 54712.6687 - val_mean_absolute_error: 214.0710
Epoch 2084/5000
148/148 [==============================] - 0s 68us/step - loss: 27674.3301 - mean_absolute_error: 138.0139 - val_loss: 54680.3303 - val_mean_absolute_error: 214.0026
Epoch 2085/5000
148/148 [==============================] - 0s 74us/step - loss: 27654.4249 - mean_absolute_error: 137.9693 - val_loss: 54647.3325 - val_mean_absolute_error: 213.9324
Epoch 2086/5000
148/148 [==============================] - 0s 68us/step - loss: 27634.5507 - mean_absolute_error: 137.9157 - val_loss: 54612.9942 - val_mean_absolute_error: 213.8593
Epoch 2087/5000
148/148 [==============================] - 0s 68us/step - loss: 27614.9272 - mean_absolute_error: 137.8646 - val_loss: 54578.4583 - val_mean_absolute_error: 213.7855
Epoch 2088/5000
148/148 [==============================] - 0s 74us/step - loss: 27594.5919 - mean_absolute_error: 137.8136 - val_loss: 54544.0823 - val_mean_absolute_error: 213.7118
Epoch 2089/5000
148/148 [==============================] - 0s 68us/step - loss: 27575.3511 - mean_absolute_error: 137.7475 - val_loss: 54510.2841 - val_mean_absolute_error: 213.6390
Epoch 2090/5000
148/148 [==============================] - 0s 74us/step - loss: 27556.1043 - mean_absolute_error: 137.6861 - val_loss: 54477.3186 - val_mean_absolute_error: 213.5670
Epoch 2091/5000
148/148 [==============================] - 0s 74us/step - loss: 27536.8764 - mean_absolute_error: 137.6288 - val_loss: 54445.6027 - val_mean_absolute_error: 213.4982
Epoch 2092/5000
148/148 [==============================] - 0s 74us/step - loss: 27518.4004 - mean_absolute_error: 137.5768 - val_loss: 54413.9003 - val_mean_absolute_error: 213.4297
Epoch 2093/5000
148/148 [==============================] - 0s 68us/step - loss: 27500.1147 - mean_absolute_error: 137.5212 - val_loss: 54383.5212 - val_mean_absolute_error: 213.3639
Epoch 2094/5000
148/148 [==============================] - 0s 68us/step - loss: 27482.2167 - mean_absolute_error: 137.4525 - val_loss: 54354.1939 - val_mean_absolute_error: 213.3006
Epoch 2095/5000
148/148 [==============================] - 0s 74us/step - loss: 27464.0317 - mean_absolute_error: 137.3783 - val_loss: 54323.6606 - val_mean_absolute_error: 213.2350
Epoch 2096/5000
148/148 [==============================] - 0s 68us/step - loss: 27447.4959 - mean_absolute_error: 137.3117 - val_loss: 54292.0938 - val_mean_absolute_error: 213.1674
Epoch 2097/5000
148/148 [==============================] - 0s 68us/step - loss: 27431.1410 - mean_absolute_error: 137.2541 - val_loss: 54260.5587 - val_mean_absolute_error: 213.0999
Epoch 2098/5000
148/148 [==============================] - 0s 74us/step - loss: 27412.2344 - mean_absolute_error: 137.1865 - val_loss: 54230.0117 - val_mean_absolute_error: 213.0349
Epoch 2099/5000
148/148 [==============================] - 0s 68us/step - loss: 27394.4282 - mean_absolute_error: 137.1190 - val_loss: 54199.0109 - val_mean_absolute_error: 212.9686
Epoch 2100/5000
148/148 [==============================] - 0s 68us/step - loss: 27375.9543 - mean_absolute_error: 137.0569 - val_loss: 54166.2277 - val_mean_absolute_error: 212.8983
Epoch 2101/5000
148/148 [==============================] - 0s 74us/step - loss: 27356.7345 - mean_absolute_error: 137.0066 - val_loss: 54131.5873 - val_mean_absolute_error: 212.8242
Epoch 2102/5000
148/148 [==============================] - 0s 68us/step - loss: 27336.5338 - mean_absolute_error: 136.9513 - val_loss: 54096.9564 - val_mean_absolute_error: 212.7498
Epoch 2103/5000
148/148 [==============================] - 0s 61us/step - loss: 27316.5871 - mean_absolute_error: 136.9046 - val_loss: 54062.8966 - val_mean_absolute_error: 212.6769
Epoch 2104/5000
148/148 [==============================] - 0s 74us/step - loss: 27295.4962 - mean_absolute_error: 136.8575 - val_loss: 54029.0216 - val_mean_absolute_error: 212.6042
Epoch 2105/5000
148/148 [==============================] - 0s 74us/step - loss: 27275.9184 - mean_absolute_error: 136.8149 - val_loss: 53993.6809 - val_mean_absolute_error: 212.5283
Epoch 2106/5000
148/148 [==============================] - 0s 68us/step - loss: 27255.4983 - mean_absolute_error: 136.7628 - val_loss: 53959.0973 - val_mean_absolute_error: 212.4540
Epoch 2107/5000
148/148 [==============================] - 0s 81us/step - loss: 27236.0106 - mean_absolute_error: 136.7282 - val_loss: 53925.5250 - val_mean_absolute_error: 212.3817
Epoch 2108/5000
148/148 [==============================] - 0s 68us/step - loss: 27215.8013 - mean_absolute_error: 136.6928 - val_loss: 53891.4137 - val_mean_absolute_error: 212.3084
Epoch 2109/5000
148/148 [==============================] - 0s 68us/step - loss: 27195.2249 - mean_absolute_error: 136.6524 - val_loss: 53857.1612 - val_mean_absolute_error: 212.2348
Epoch 2110/5000
148/148 [==============================] - 0s 74us/step - loss: 27176.4347 - mean_absolute_error: 136.6089 - val_loss: 53823.8627 - val_mean_absolute_error: 212.1632
Epoch 2111/5000
148/148 [==============================] - 0s 74us/step - loss: 27157.3771 - mean_absolute_error: 136.5657 - val_loss: 53791.2814 - val_mean_absolute_error: 212.0931
Epoch 2112/5000
148/148 [==============================] - 0s 74us/step - loss: 27138.1617 - mean_absolute_error: 136.5199 - val_loss: 53758.8686 - val_mean_absolute_error: 212.0245
Epoch 2113/5000
148/148 [==============================] - 0s 68us/step - loss: 27122.8658 - mean_absolute_error: 136.5139 - val_loss: 53725.8531 - val_mean_absolute_error: 211.9562
Epoch 2114/5000
148/148 [==============================] - 0s 74us/step - loss: 27104.1693 - mean_absolute_error: 136.5147 - val_loss: 53694.1209 - val_mean_absolute_error: 211.8897
Epoch 2115/5000
148/148 [==============================] - 0s 61us/step - loss: 27083.5082 - mean_absolute_error: 136.4605 - val_loss: 53663.5802 - val_mean_absolute_error: 211.8254
Epoch 2116/5000
148/148 [==============================] - 0s 68us/step - loss: 27065.3838 - mean_absolute_error: 136.4026 - val_loss: 53632.1447 - val_mean_absolute_error: 211.7589
Epoch 2117/5000
148/148 [==============================] - 0s 74us/step - loss: 27047.2634 - mean_absolute_error: 136.3455 - val_loss: 53599.9786 - val_mean_absolute_error: 211.6904
Epoch 2118/5000
148/148 [==============================] - 0s 61us/step - loss: 27027.6479 - mean_absolute_error: 136.2731 - val_loss: 53568.9688 - val_mean_absolute_error: 211.6237
Epoch 2119/5000
148/148 [==============================] - 0s 68us/step - loss: 27012.3070 - mean_absolute_error: 136.1905 - val_loss: 53539.6956 - val_mean_absolute_error: 211.5604
Epoch 2120/5000
148/148 [==============================] - 0s 74us/step - loss: 26994.4362 - mean_absolute_error: 136.1061 - val_loss: 53509.4267 - val_mean_absolute_error: 211.4954
Epoch 2121/5000
148/148 [==============================] - 0s 68us/step - loss: 26975.6318 - mean_absolute_error: 136.0391 - val_loss: 53478.5242 - val_mean_absolute_error: 211.4290
Epoch 2122/5000
148/148 [==============================] - 0s 68us/step - loss: 26957.3030 - mean_absolute_error: 135.9872 - val_loss: 53447.6091 - val_mean_absolute_error: 211.3629
Epoch 2123/5000
148/148 [==============================] - 0s 81us/step - loss: 26939.8289 - mean_absolute_error: 135.9234 - val_loss: 53419.1041 - val_mean_absolute_error: 211.3015
Epoch 2124/5000
148/148 [==============================] - 0s 74us/step - loss: 26922.2632 - mean_absolute_error: 135.8569 - val_loss: 53388.8731 - val_mean_absolute_error: 211.2367
Epoch 2125/5000
148/148 [==============================] - 0s 68us/step - loss: 26904.4393 - mean_absolute_error: 135.8002 - val_loss: 53358.0334 - val_mean_absolute_error: 211.1707
Epoch 2126/5000
148/148 [==============================] - 0s 74us/step - loss: 26887.4283 - mean_absolute_error: 135.7468 - val_loss: 53328.0583 - val_mean_absolute_error: 211.1066
Epoch 2127/5000
148/148 [==============================] - 0s 74us/step - loss: 26869.4868 - mean_absolute_error: 135.6951 - val_loss: 53297.6008 - val_mean_absolute_error: 211.0415
Epoch 2128/5000
148/148 [==============================] - 0s 81us/step - loss: 26851.1666 - mean_absolute_error: 135.6377 - val_loss: 53266.6237 - val_mean_absolute_error: 210.9752
Epoch 2129/5000
148/148 [==============================] - 0s 61us/step - loss: 26833.0663 - mean_absolute_error: 135.5837 - val_loss: 53233.2184 - val_mean_absolute_error: 210.9037
Epoch 2130/5000
148/148 [==============================] - 0s 68us/step - loss: 26815.4767 - mean_absolute_error: 135.5317 - val_loss: 53199.8748 - val_mean_absolute_error: 210.8322
Epoch 2131/5000
148/148 [==============================] - 0s 68us/step - loss: 26795.1920 - mean_absolute_error: 135.4751 - val_loss: 53167.2800 - val_mean_absolute_error: 210.7627
Epoch 2132/5000
148/148 [==============================] - 0s 68us/step - loss: 26777.0930 - mean_absolute_error: 135.4416 - val_loss: 53134.8731 - val_mean_absolute_error: 210.6945
Epoch 2133/5000
148/148 [==============================] - 0s 74us/step - loss: 26756.6640 - mean_absolute_error: 135.4331 - val_loss: 53102.5989 - val_mean_absolute_error: 210.6258
Epoch 2134/5000
148/148 [==============================] - 0s 68us/step - loss: 26738.6596 - mean_absolute_error: 135.3998 - val_loss: 53072.5164 - val_mean_absolute_error: 210.5614
Epoch 2135/5000
148/148 [==============================] - 0s 68us/step - loss: 26720.9200 - mean_absolute_error: 135.3489 - val_loss: 53043.9236 - val_mean_absolute_error: 210.4998
Epoch 2136/5000
148/148 [==============================] - 0s 68us/step - loss: 26704.9028 - mean_absolute_error: 135.2918 - val_loss: 53016.9503 - val_mean_absolute_error: 210.4417
Epoch 2137/5000
148/148 [==============================] - 0s 74us/step - loss: 26688.1019 - mean_absolute_error: 135.2287 - val_loss: 52986.6253 - val_mean_absolute_error: 210.3766
Epoch 2138/5000
148/148 [==============================] - 0s 68us/step - loss: 26670.2851 - mean_absolute_error: 135.1765 - val_loss: 52955.7734 - val_mean_absolute_error: 210.3105
Epoch 2139/5000
148/148 [==============================] - 0s 74us/step - loss: 26651.3527 - mean_absolute_error: 135.1163 - val_loss: 52925.0453 - val_mean_absolute_error: 210.2443
Epoch 2140/5000
148/148 [==============================] - 0s 74us/step - loss: 26635.1858 - mean_absolute_error: 135.0587 - val_loss: 52894.0419 - val_mean_absolute_error: 210.1774
Epoch 2141/5000
148/148 [==============================] - 0s 68us/step - loss: 26616.5744 - mean_absolute_error: 134.9996 - val_loss: 52864.6034 - val_mean_absolute_error: 210.1145
Epoch 2142/5000
148/148 [==============================] - 0s 68us/step - loss: 26599.6977 - mean_absolute_error: 134.9535 - val_loss: 52834.3519 - val_mean_absolute_error: 210.0497
Epoch 2143/5000
148/148 [==============================] - 0s 74us/step - loss: 26582.0352 - mean_absolute_error: 134.9108 - val_loss: 52804.3933 - val_mean_absolute_error: 209.9851
Epoch 2144/5000
148/148 [==============================] - 0s 61us/step - loss: 26564.4824 - mean_absolute_error: 134.8628 - val_loss: 52773.2458 - val_mean_absolute_error: 209.9181
Epoch 2145/5000
148/148 [==============================] - 0s 68us/step - loss: 26546.2328 - mean_absolute_error: 134.8173 - val_loss: 52741.3803 - val_mean_absolute_error: 209.8496
Epoch 2146/5000
148/148 [==============================] - 0s 74us/step - loss: 26528.1106 - mean_absolute_error: 134.7743 - val_loss: 52708.7937 - val_mean_absolute_error: 209.7798
Epoch 2147/5000
148/148 [==============================] - 0s 68us/step - loss: 26509.3566 - mean_absolute_error: 134.7286 - val_loss: 52678.0067 - val_mean_absolute_error: 209.7133
Epoch 2148/5000
148/148 [==============================] - 0s 74us/step - loss: 26491.5508 - mean_absolute_error: 134.6819 - val_loss: 52646.5059 - val_mean_absolute_error: 209.6453
Epoch 2149/5000
148/148 [==============================] - 0s 74us/step - loss: 26473.4186 - mean_absolute_error: 134.6358 - val_loss: 52616.3464 - val_mean_absolute_error: 209.5802
Epoch 2150/5000
148/148 [==============================] - 0s 68us/step - loss: 26455.7865 - mean_absolute_error: 134.5812 - val_loss: 52586.7245 - val_mean_absolute_error: 209.5167
Epoch 2151/5000
148/148 [==============================] - 0s 74us/step - loss: 26438.8962 - mean_absolute_error: 134.5193 - val_loss: 52556.5416 - val_mean_absolute_error: 209.4520
Epoch 2152/5000
148/148 [==============================] - 0s 74us/step - loss: 26420.1450 - mean_absolute_error: 134.4472 - val_loss: 52526.3688 - val_mean_absolute_error: 209.3869
Epoch 2153/5000
148/148 [==============================] - 0s 81us/step - loss: 26401.0229 - mean_absolute_error: 134.3777 - val_loss: 52498.0528 - val_mean_absolute_error: 209.3254
Epoch 2154/5000
148/148 [==============================] - 0s 68us/step - loss: 26385.0684 - mean_absolute_error: 134.3087 - val_loss: 52469.8355 - val_mean_absolute_error: 209.2642
Epoch 2155/5000
148/148 [==============================] - 0s 68us/step - loss: 26369.5841 - mean_absolute_error: 134.2381 - val_loss: 52440.7347 - val_mean_absolute_error: 209.2010
Epoch 2156/5000
148/148 [==============================] - 0s 74us/step - loss: 26352.6868 - mean_absolute_error: 134.1740 - val_loss: 52411.8530 - val_mean_absolute_error: 209.1381
Epoch 2157/5000
148/148 [==============================] - 0s 74us/step - loss: 26335.6409 - mean_absolute_error: 134.1062 - val_loss: 52383.4737 - val_mean_absolute_error: 209.0766
Epoch 2158/5000
148/148 [==============================] - 0s 68us/step - loss: 26319.5140 - mean_absolute_error: 134.0375 - val_loss: 52356.2742 - val_mean_absolute_error: 209.0177
Epoch 2159/5000
148/148 [==============================] - 0s 74us/step - loss: 26303.1677 - mean_absolute_error: 133.9733 - val_loss: 52329.1152 - val_mean_absolute_error: 208.9597
Epoch 2160/5000
148/148 [==============================] - 0s 74us/step - loss: 26286.6653 - mean_absolute_error: 133.9137 - val_loss: 52300.6661 - val_mean_absolute_error: 208.8989
Epoch 2161/5000
148/148 [==============================] - 0s 74us/step - loss: 26270.6896 - mean_absolute_error: 133.8551 - val_loss: 52270.3775 - val_mean_absolute_error: 208.8336
Epoch 2162/5000
148/148 [==============================] - 0s 74us/step - loss: 26252.6100 - mean_absolute_error: 133.7957 - val_loss: 52239.3730 - val_mean_absolute_error: 208.7669
Epoch 2163/5000
148/148 [==============================] - 0s 68us/step - loss: 26232.7253 - mean_absolute_error: 133.7427 - val_loss: 52208.9350 - val_mean_absolute_error: 208.7010
Epoch 2164/5000
148/148 [==============================] - 0s 81us/step - loss: 26214.4309 - mean_absolute_error: 133.6936 - val_loss: 52176.1853 - val_mean_absolute_error: 208.6303
Epoch 2165/5000
148/148 [==============================] - 0s 68us/step - loss: 26196.5156 - mean_absolute_error: 133.6799 - val_loss: 52141.2455 - val_mean_absolute_error: 208.5555
Epoch 2166/5000
148/148 [==============================] - 0s 74us/step - loss: 26174.3269 - mean_absolute_error: 133.6884 - val_loss: 52107.8386 - val_mean_absolute_error: 208.4823
Epoch 2167/5000
148/148 [==============================] - 0s 648us/step - loss: 26155.4014 - mean_absolute_error: 133.6508 - val_loss: 52075.2700 - val_mean_absolute_error: 208.4110
Epoch 2168/5000
148/148 [==============================] - 0s 68us/step - loss: 26138.1149 - mean_absolute_error: 133.6232 - val_loss: 52041.8292 - val_mean_absolute_error: 208.3383
Epoch 2169/5000
148/148 [==============================] - 0s 68us/step - loss: 26120.3632 - mean_absolute_error: 133.6020 - val_loss: 52007.9411 - val_mean_absolute_error: 208.2648
Epoch 2170/5000
148/148 [==============================] - 0s 74us/step - loss: 26098.4995 - mean_absolute_error: 133.5540 - val_loss: 51976.2772 - val_mean_absolute_error: 208.1962
Epoch 2171/5000
148/148 [==============================] - 0s 81us/step - loss: 26080.3501 - mean_absolute_error: 133.4972 - val_loss: 51944.6509 - val_mean_absolute_error: 208.1277
Epoch 2172/5000
148/148 [==============================] - 0s 74us/step - loss: 26061.4964 - mean_absolute_error: 133.4425 - val_loss: 51912.5197 - val_mean_absolute_error: 208.0579
Epoch 2173/5000
148/148 [==============================] - 0s 68us/step - loss: 26043.7264 - mean_absolute_error: 133.3865 - val_loss: 51879.8325 - val_mean_absolute_error: 207.9869
Epoch 2174/5000
148/148 [==============================] - 0s 68us/step - loss: 26024.8358 - mean_absolute_error: 133.3300 - val_loss: 51848.0931 - val_mean_absolute_error: 207.9180
Epoch 2175/5000
148/148 [==============================] - 0s 74us/step - loss: 26006.4039 - mean_absolute_error: 133.2793 - val_loss: 51817.0678 - val_mean_absolute_error: 207.8506
Epoch 2176/5000
148/148 [==============================] - 0s 68us/step - loss: 25989.2075 - mean_absolute_error: 133.2372 - val_loss: 51786.3833 - val_mean_absolute_error: 207.7839
Epoch 2177/5000
148/148 [==============================] - 0s 74us/step - loss: 25971.8268 - mean_absolute_error: 133.1884 - val_loss: 51756.6414 - val_mean_absolute_error: 207.7194
Epoch 2178/5000
148/148 [==============================] - 0s 74us/step - loss: 25954.1753 - mean_absolute_error: 133.1306 - val_loss: 51727.3238 - val_mean_absolute_error: 207.6556
Epoch 2179/5000
148/148 [==============================] - 0s 68us/step - loss: 25937.5032 - mean_absolute_error: 133.0690 - val_loss: 51697.8983 - val_mean_absolute_error: 207.5915
Epoch 2180/5000
148/148 [==============================] - 0s 68us/step - loss: 25919.3777 - mean_absolute_error: 133.0090 - val_loss: 51668.4125 - val_mean_absolute_error: 207.5271
Epoch 2181/5000
148/148 [==============================] - 0s 68us/step - loss: 25902.1006 - mean_absolute_error: 132.9482 - val_loss: 51640.0106 - val_mean_absolute_error: 207.4650
Epoch 2182/5000
148/148 [==============================] - 0s 68us/step - loss: 25888.3039 - mean_absolute_error: 132.8869 - val_loss: 51611.6889 - val_mean_absolute_error: 207.4021
Epoch 2183/5000
148/148 [==============================] - 0s 68us/step - loss: 25868.9224 - mean_absolute_error: 132.8145 - val_loss: 51582.1347 - val_mean_absolute_error: 207.3371
Epoch 2184/5000
148/148 [==============================] - 0s 61us/step - loss: 25851.7753 - mean_absolute_error: 132.7503 - val_loss: 51552.7353 - val_mean_absolute_error: 207.2725
Epoch 2185/5000
148/148 [==============================] - 0s 68us/step - loss: 25835.4501 - mean_absolute_error: 132.6834 - val_loss: 51522.7795 - val_mean_absolute_error: 207.2067
Epoch 2186/5000
148/148 [==============================] - 0s 74us/step - loss: 25817.6740 - mean_absolute_error: 132.6267 - val_loss: 51491.2730 - val_mean_absolute_error: 207.1376
Epoch 2187/5000
148/148 [==============================] - 0s 61us/step - loss: 25799.1374 - mean_absolute_error: 132.5695 - val_loss: 51460.7594 - val_mean_absolute_error: 207.0707
Epoch 2188/5000
148/148 [==============================] - 0s 74us/step - loss: 25781.3742 - mean_absolute_error: 132.5122 - val_loss: 51430.7195 - val_mean_absolute_error: 207.0050
Epoch 2189/5000
148/148 [==============================] - 0s 74us/step - loss: 25763.3925 - mean_absolute_error: 132.4564 - val_loss: 51401.0437 - val_mean_absolute_error: 206.9404
Epoch 2190/5000
148/148 [==============================] - 0s 81us/step - loss: 25746.5321 - mean_absolute_error: 132.4003 - val_loss: 51371.1167 - val_mean_absolute_error: 206.8750
Epoch 2191/5000
148/148 [==============================] - 0s 68us/step - loss: 25728.1709 - mean_absolute_error: 132.3470 - val_loss: 51339.9837 - val_mean_absolute_error: 206.8069
Epoch 2192/5000
148/148 [==============================] - 0s 74us/step - loss: 25710.4596 - mean_absolute_error: 132.2978 - val_loss: 51308.7217 - val_mean_absolute_error: 206.7386
Epoch 2193/5000
148/148 [==============================] - 0s 68us/step - loss: 25692.7076 - mean_absolute_error: 132.2465 - val_loss: 51279.4448 - val_mean_absolute_error: 206.6741
Epoch 2194/5000
148/148 [==============================] - 0s 68us/step - loss: 25675.5319 - mean_absolute_error: 132.1989 - val_loss: 51248.8867 - val_mean_absolute_error: 206.6070
Epoch 2195/5000
148/148 [==============================] - 0s 74us/step - loss: 25657.4626 - mean_absolute_error: 132.1570 - val_loss: 51219.3034 - val_mean_absolute_error: 206.5423
Epoch 2196/5000
148/148 [==============================] - 0s 74us/step - loss: 25640.7394 - mean_absolute_error: 132.1190 - val_loss: 51188.5305 - val_mean_absolute_error: 206.4747
Epoch 2197/5000
148/148 [==============================] - 0s 68us/step - loss: 25622.3226 - mean_absolute_error: 132.0732 - val_loss: 51158.2586 - val_mean_absolute_error: 206.4086
Epoch 2198/5000
148/148 [==============================] - 0s 74us/step - loss: 25604.1540 - mean_absolute_error: 132.0236 - val_loss: 51128.2244 - val_mean_absolute_error: 206.3428
Epoch 2199/5000
148/148 [==============================] - 0s 61us/step - loss: 25586.8361 - mean_absolute_error: 131.9858 - val_loss: 51097.0912 - val_mean_absolute_error: 206.2744
Epoch 2200/5000
148/148 [==============================] - 0s 61us/step - loss: 25569.5904 - mean_absolute_error: 131.9452 - val_loss: 51067.2970 - val_mean_absolute_error: 206.2089
Epoch 2201/5000
148/148 [==============================] - 0s 74us/step - loss: 25552.3376 - mean_absolute_error: 131.9044 - val_loss: 51036.2522 - val_mean_absolute_error: 206.1406
Epoch 2202/5000
148/148 [==============================] - 0s 68us/step - loss: 25533.7118 - mean_absolute_error: 131.8595 - val_loss: 51005.7458 - val_mean_absolute_error: 206.0735
Epoch 2203/5000
148/148 [==============================] - 0s 74us/step - loss: 25516.7185 - mean_absolute_error: 131.8073 - val_loss: 50975.9477 - val_mean_absolute_error: 206.0078
Epoch 2204/5000
148/148 [==============================] - 0s 68us/step - loss: 25499.0854 - mean_absolute_error: 131.7486 - val_loss: 50945.6880 - val_mean_absolute_error: 205.9409
Epoch 2205/5000
148/148 [==============================] - 0s 74us/step - loss: 25483.3610 - mean_absolute_error: 131.6992 - val_loss: 50915.0231 - val_mean_absolute_error: 205.8731
Epoch 2206/5000
148/148 [==============================] - 0s 68us/step - loss: 25464.4774 - mean_absolute_error: 131.6485 - val_loss: 50885.3005 - val_mean_absolute_error: 205.8075
Epoch 2207/5000
148/148 [==============================] - 0s 68us/step - loss: 25447.8278 - mean_absolute_error: 131.6090 - val_loss: 50854.5508 - val_mean_absolute_error: 205.7396
Epoch 2208/5000
148/148 [==============================] - 0s 74us/step - loss: 25429.4262 - mean_absolute_error: 131.5662 - val_loss: 50824.0292 - val_mean_absolute_error: 205.6723
Epoch 2209/5000
148/148 [==============================] - 0s 68us/step - loss: 25412.1463 - mean_absolute_error: 131.5230 - val_loss: 50792.3202 - val_mean_absolute_error: 205.6022
Epoch 2210/5000
148/148 [==============================] - 0s 68us/step - loss: 25393.1923 - mean_absolute_error: 131.4707 - val_loss: 50761.6030 - val_mean_absolute_error: 205.5343
Epoch 2211/5000
148/148 [==============================] - 0s 68us/step - loss: 25376.2233 - mean_absolute_error: 131.4262 - val_loss: 50730.6489 - val_mean_absolute_error: 205.4657
Epoch 2212/5000
148/148 [==============================] - 0s 68us/step - loss: 25358.0584 - mean_absolute_error: 131.3775 - val_loss: 50699.4150 - val_mean_absolute_error: 205.3964
Epoch 2213/5000
148/148 [==============================] - 0s 74us/step - loss: 25341.6784 - mean_absolute_error: 131.3373 - val_loss: 50668.9703 - val_mean_absolute_error: 205.3291
Epoch 2214/5000
148/148 [==============================] - 0s 68us/step - loss: 25322.9916 - mean_absolute_error: 131.2898 - val_loss: 50639.5167 - val_mean_absolute_error: 205.2639
Epoch 2215/5000
148/148 [==============================] - 0s 74us/step - loss: 25306.1320 - mean_absolute_error: 131.2354 - val_loss: 50610.3017 - val_mean_absolute_error: 205.1991
Epoch 2216/5000
148/148 [==============================] - 0s 68us/step - loss: 25289.2226 - mean_absolute_error: 131.1652 - val_loss: 50580.4770 - val_mean_absolute_error: 205.1331
Epoch 2217/5000
148/148 [==============================] - 0s 68us/step - loss: 25271.5897 - mean_absolute_error: 131.1021 - val_loss: 50550.2870 - val_mean_absolute_error: 205.0665
Epoch 2218/5000
148/148 [==============================] - 0s 74us/step - loss: 25252.5165 - mean_absolute_error: 131.0612 - val_loss: 50519.5008 - val_mean_absolute_error: 204.9993
Epoch 2219/5000
148/148 [==============================] - 0s 68us/step - loss: 25235.2793 - mean_absolute_error: 131.0425 - val_loss: 50489.4184 - val_mean_absolute_error: 204.9332
Epoch 2220/5000
148/148 [==============================] - 0s 61us/step - loss: 25216.7734 - mean_absolute_error: 131.0118 - val_loss: 50459.7445 - val_mean_absolute_error: 204.8676
Epoch 2221/5000
148/148 [==============================] - 0s 74us/step - loss: 25199.3730 - mean_absolute_error: 130.9679 - val_loss: 50429.6750 - val_mean_absolute_error: 204.8011
Epoch 2222/5000
148/148 [==============================] - 0s 68us/step - loss: 25181.9472 - mean_absolute_error: 130.9293 - val_loss: 50399.3972 - val_mean_absolute_error: 204.7337
Epoch 2223/5000
148/148 [==============================] - 0s 68us/step - loss: 25164.4218 - mean_absolute_error: 130.8978 - val_loss: 50368.9909 - val_mean_absolute_error: 204.6653
Epoch 2224/5000
148/148 [==============================] - 0s 74us/step - loss: 25146.9244 - mean_absolute_error: 130.8666 - val_loss: 50337.9572 - val_mean_absolute_error: 204.5958
Epoch 2225/5000
148/148 [==============================] - 0s 68us/step - loss: 25128.7261 - mean_absolute_error: 130.8236 - val_loss: 50307.4291 - val_mean_absolute_error: 204.5278
Epoch 2226/5000
148/148 [==============================] - 0s 68us/step - loss: 25110.2191 - mean_absolute_error: 130.7810 - val_loss: 50275.7244 - val_mean_absolute_error: 204.4571
Epoch 2227/5000
148/148 [==============================] - 0s 68us/step - loss: 25092.2463 - mean_absolute_error: 130.7338 - val_loss: 50245.0062 - val_mean_absolute_error: 204.3888
Epoch 2228/5000
148/148 [==============================] - 0s 74us/step - loss: 25075.3638 - mean_absolute_error: 130.6834 - val_loss: 50214.9903 - val_mean_absolute_error: 204.3220
Epoch 2229/5000
148/148 [==============================] - 0s 68us/step - loss: 25057.7191 - mean_absolute_error: 130.6286 - val_loss: 50184.8680 - val_mean_absolute_error: 204.2549
Epoch 2230/5000
148/148 [==============================] - 0s 74us/step - loss: 25040.7442 - mean_absolute_error: 130.5790 - val_loss: 50154.9911 - val_mean_absolute_error: 204.1882
Epoch 2231/5000
148/148 [==============================] - 0s 68us/step - loss: 25023.1864 - mean_absolute_error: 130.5084 - val_loss: 50126.2834 - val_mean_absolute_error: 204.1240
Epoch 2232/5000
148/148 [==============================] - 0s 61us/step - loss: 25006.4508 - mean_absolute_error: 130.4451 - val_loss: 50097.3178 - val_mean_absolute_error: 204.0596
Epoch 2233/5000
148/148 [==============================] - 0s 61us/step - loss: 24989.2272 - mean_absolute_error: 130.3858 - val_loss: 50068.6173 - val_mean_absolute_error: 203.9958
Epoch 2234/5000
148/148 [==============================] - 0s 68us/step - loss: 24973.1486 - mean_absolute_error: 130.3312 - val_loss: 50039.0561 - val_mean_absolute_error: 203.9299
Epoch 2235/5000
148/148 [==============================] - 0s 61us/step - loss: 24954.9463 - mean_absolute_error: 130.2692 - val_loss: 50009.2016 - val_mean_absolute_error: 203.8633
Epoch 2236/5000
148/148 [==============================] - 0s 68us/step - loss: 24938.6919 - mean_absolute_error: 130.2007 - val_loss: 49978.0442 - val_mean_absolute_error: 203.7938
Epoch 2237/5000
148/148 [==============================] - 0s 81us/step - loss: 24920.0217 - mean_absolute_error: 130.1331 - val_loss: 49946.4283 - val_mean_absolute_error: 203.7231
Epoch 2238/5000
148/148 [==============================] - 0s 61us/step - loss: 24902.1102 - mean_absolute_error: 130.0824 - val_loss: 49915.1144 - val_mean_absolute_error: 203.6530
Epoch 2239/5000
148/148 [==============================] - 0s 81us/step - loss: 24883.7779 - mean_absolute_error: 130.0395 - val_loss: 49883.7138 - val_mean_absolute_error: 203.5830
Epoch 2240/5000
148/148 [==============================] - 0s 74us/step - loss: 24865.9046 - mean_absolute_error: 129.9963 - val_loss: 49853.4447 - val_mean_absolute_error: 203.5156
Epoch 2241/5000
148/148 [==============================] - 0s 68us/step - loss: 24848.1466 - mean_absolute_error: 129.9487 - val_loss: 49822.7166 - val_mean_absolute_error: 203.4470
Epoch 2242/5000
148/148 [==============================] - 0s 74us/step - loss: 24829.8887 - mean_absolute_error: 129.9011 - val_loss: 49792.3992 - val_mean_absolute_error: 203.3791
Epoch 2243/5000
148/148 [==============================] - 0s 68us/step - loss: 24812.6853 - mean_absolute_error: 129.8523 - val_loss: 49762.4252 - val_mean_absolute_error: 203.3119
Epoch 2244/5000
148/148 [==============================] - 0s 74us/step - loss: 24795.9398 - mean_absolute_error: 129.8081 - val_loss: 49733.2250 - val_mean_absolute_error: 203.2464
Epoch 2245/5000
148/148 [==============================] - 0s 68us/step - loss: 24780.8090 - mean_absolute_error: 129.7556 - val_loss: 49703.9970 - val_mean_absolute_error: 203.1808
Epoch 2246/5000
148/148 [==============================] - 0s 68us/step - loss: 24762.0073 - mean_absolute_error: 129.6870 - val_loss: 49674.8120 - val_mean_absolute_error: 203.1153
Epoch 2247/5000
148/148 [==============================] - 0s 74us/step - loss: 24745.3146 - mean_absolute_error: 129.6357 - val_loss: 49645.6781 - val_mean_absolute_error: 203.0498
Epoch 2248/5000
148/148 [==============================] - 0s 68us/step - loss: 24729.4786 - mean_absolute_error: 129.5822 - val_loss: 49616.6348 - val_mean_absolute_error: 202.9846
Epoch 2249/5000
148/148 [==============================] - 0s 61us/step - loss: 24710.8970 - mean_absolute_error: 129.5651 - val_loss: 49585.8069 - val_mean_absolute_error: 202.9162
Epoch 2250/5000
148/148 [==============================] - 0s 68us/step - loss: 24694.5098 - mean_absolute_error: 129.5546 - val_loss: 49555.6823 - val_mean_absolute_error: 202.8489
Epoch 2251/5000
148/148 [==============================] - 0s 68us/step - loss: 24677.1025 - mean_absolute_error: 129.5286 - val_loss: 49524.0600 - val_mean_absolute_error: 202.7779
Epoch 2252/5000
148/148 [==============================] - 0s 68us/step - loss: 24660.0342 - mean_absolute_error: 129.4928 - val_loss: 49493.8341 - val_mean_absolute_error: 202.7099
Epoch 2253/5000
148/148 [==============================] - 0s 68us/step - loss: 24642.7970 - mean_absolute_error: 129.4504 - val_loss: 49464.2659 - val_mean_absolute_error: 202.6433
Epoch 2254/5000
148/148 [==============================] - 0s 68us/step - loss: 24626.7300 - mean_absolute_error: 129.4080 - val_loss: 49435.5022 - val_mean_absolute_error: 202.5789
Epoch 2255/5000
148/148 [==============================] - 0s 68us/step - loss: 24609.3359 - mean_absolute_error: 129.3590 - val_loss: 49407.3658 - val_mean_absolute_error: 202.5157
Epoch 2256/5000
148/148 [==============================] - 0s 74us/step - loss: 24592.3194 - mean_absolute_error: 129.3077 - val_loss: 49378.5328 - val_mean_absolute_error: 202.4503
Epoch 2257/5000
148/148 [==============================] - 0s 68us/step - loss: 24575.6155 - mean_absolute_error: 129.2542 - val_loss: 49350.6300 - val_mean_absolute_error: 202.3862
Epoch 2258/5000
148/148 [==============================] - 0s 74us/step - loss: 24559.5490 - mean_absolute_error: 129.2052 - val_loss: 49322.0578 - val_mean_absolute_error: 202.3212
Epoch 2259/5000
148/148 [==============================] - 0s 61us/step - loss: 24546.0865 - mean_absolute_error: 129.2165 - val_loss: 49290.4380 - val_mean_absolute_error: 202.2503
Epoch 2260/5000
148/148 [==============================] - 0s 68us/step - loss: 24527.3136 - mean_absolute_error: 129.2267 - val_loss: 49259.8300 - val_mean_absolute_error: 202.1816
Epoch 2261/5000
148/148 [==============================] - 0s 68us/step - loss: 24513.8028 - mean_absolute_error: 129.2307 - val_loss: 49227.6317 - val_mean_absolute_error: 202.1090
Epoch 2262/5000
148/148 [==============================] - 0s 74us/step - loss: 24496.3862 - mean_absolute_error: 129.2074 - val_loss: 49197.0986 - val_mean_absolute_error: 202.0400
Epoch 2263/5000
148/148 [==============================] - 0s 74us/step - loss: 24479.1371 - mean_absolute_error: 129.1672 - val_loss: 49168.0359 - val_mean_absolute_error: 201.9742
Epoch 2264/5000
148/148 [==============================] - 0s 68us/step - loss: 24462.4510 - mean_absolute_error: 129.1207 - val_loss: 49137.7058 - val_mean_absolute_error: 201.9057
Epoch 2265/5000
148/148 [==============================] - 0s 68us/step - loss: 24445.3296 - mean_absolute_error: 129.0719 - val_loss: 49107.7648 - val_mean_absolute_error: 201.8383
Epoch 2266/5000
148/148 [==============================] - 0s 68us/step - loss: 24429.0636 - mean_absolute_error: 129.0275 - val_loss: 49077.7080 - val_mean_absolute_error: 201.7703
Epoch 2267/5000
148/148 [==============================] - 0s 68us/step - loss: 24411.5848 - mean_absolute_error: 128.9758 - val_loss: 49047.2670 - val_mean_absolute_error: 201.7013
Epoch 2268/5000
148/148 [==============================] - 0s 74us/step - loss: 24394.5803 - mean_absolute_error: 128.9200 - val_loss: 49016.9811 - val_mean_absolute_error: 201.6325
Epoch 2269/5000
148/148 [==============================] - 0s 74us/step - loss: 24377.0572 - mean_absolute_error: 128.8555 - val_loss: 48986.8270 - val_mean_absolute_error: 201.5640
Epoch 2270/5000
148/148 [==============================] - 0s 68us/step - loss: 24359.4060 - mean_absolute_error: 128.7924 - val_loss: 48957.2622 - val_mean_absolute_error: 201.4969
Epoch 2271/5000
148/148 [==============================] - 0s 68us/step - loss: 24341.5896 - mean_absolute_error: 128.7185 - val_loss: 48926.9209 - val_mean_absolute_error: 201.4278
Epoch 2272/5000
148/148 [==============================] - 0s 74us/step - loss: 24323.4528 - mean_absolute_error: 128.6535 - val_loss: 48896.5577 - val_mean_absolute_error: 201.3580
Epoch 2273/5000
148/148 [==============================] - 0s 68us/step - loss: 24304.8993 - mean_absolute_error: 128.6001 - val_loss: 48867.0552 - val_mean_absolute_error: 201.2904
Epoch 2274/5000
148/148 [==============================] - 0s 74us/step - loss: 24289.2304 - mean_absolute_error: 128.5501 - val_loss: 48837.9253 - val_mean_absolute_error: 201.2238
Epoch 2275/5000
148/148 [==============================] - 0s 68us/step - loss: 24270.7072 - mean_absolute_error: 128.5066 - val_loss: 48809.0216 - val_mean_absolute_error: 201.1582
Epoch 2276/5000
148/148 [==============================] - 0s 68us/step - loss: 24255.6330 - mean_absolute_error: 128.4878 - val_loss: 48780.0920 - val_mean_absolute_error: 201.0922
Epoch 2277/5000
148/148 [==============================] - 0s 74us/step - loss: 24242.2289 - mean_absolute_error: 128.4680 - val_loss: 48750.9448 - val_mean_absolute_error: 201.0256
Epoch 2278/5000
148/148 [==============================] - 0s 68us/step - loss: 24225.5667 - mean_absolute_error: 128.4160 - val_loss: 48723.0842 - val_mean_absolute_error: 200.9612
Epoch 2279/5000
148/148 [==============================] - 0s 61us/step - loss: 24205.7930 - mean_absolute_error: 128.3347 - val_loss: 48696.2862 - val_mean_absolute_error: 200.8995
Epoch 2280/5000
148/148 [==============================] - 0s 74us/step - loss: 24191.4626 - mean_absolute_error: 128.2524 - val_loss: 48669.4536 - val_mean_absolute_error: 200.8382
Epoch 2281/5000
148/148 [==============================] - 0s 68us/step - loss: 24172.4169 - mean_absolute_error: 128.2083 - val_loss: 48636.9548 - val_mean_absolute_error: 200.7648
Epoch 2282/5000
148/148 [==============================] - 0s 68us/step - loss: 24157.0654 - mean_absolute_error: 128.1997 - val_loss: 48605.2656 - val_mean_absolute_error: 200.6930
Epoch 2283/5000
148/148 [==============================] - 0s 74us/step - loss: 24140.8898 - mean_absolute_error: 128.1703 - val_loss: 48574.6998 - val_mean_absolute_error: 200.6236
Epoch 2284/5000
148/148 [==============================] - 0s 68us/step - loss: 24124.5749 - mean_absolute_error: 128.1313 - val_loss: 48545.4378 - val_mean_absolute_error: 200.5568
Epoch 2285/5000
148/148 [==============================] - 0s 68us/step - loss: 24108.1653 - mean_absolute_error: 128.0850 - val_loss: 48517.8003 - val_mean_absolute_error: 200.4933
Epoch 2286/5000
148/148 [==============================] - 0s 74us/step - loss: 24092.3292 - mean_absolute_error: 128.0335 - val_loss: 48489.9683 - val_mean_absolute_error: 200.4289
Epoch 2287/5000
148/148 [==============================] - 0s 68us/step - loss: 24074.9043 - mean_absolute_error: 127.9835 - val_loss: 48460.7605 - val_mean_absolute_error: 200.3612
Epoch 2288/5000
148/148 [==============================] - 0s 68us/step - loss: 24058.6063 - mean_absolute_error: 127.9237 - val_loss: 48431.1333 - val_mean_absolute_error: 200.2930
Epoch 2289/5000
148/148 [==============================] - 0s 68us/step - loss: 24039.7469 - mean_absolute_error: 127.8582 - val_loss: 48401.4878 - val_mean_absolute_error: 200.2254
Epoch 2290/5000
148/148 [==============================] - 0s 68us/step - loss: 24022.7214 - mean_absolute_error: 127.8028 - val_loss: 48373.2536 - val_mean_absolute_error: 200.1608
Epoch 2291/5000
148/148 [==============================] - 0s 68us/step - loss: 24005.6826 - mean_absolute_error: 127.7421 - val_loss: 48344.2358 - val_mean_absolute_error: 200.0945
Epoch 2292/5000
148/148 [==============================] - 0s 68us/step - loss: 23988.9362 - mean_absolute_error: 127.6734 - val_loss: 48315.0092 - val_mean_absolute_error: 200.0276
Epoch 2293/5000
148/148 [==============================] - 0s 68us/step - loss: 23972.2124 - mean_absolute_error: 127.6099 - val_loss: 48285.0537 - val_mean_absolute_error: 199.9587
Epoch 2294/5000
148/148 [==============================] - 0s 74us/step - loss: 23954.8749 - mean_absolute_error: 127.5417 - val_loss: 48257.6106 - val_mean_absolute_error: 199.8947
Epoch 2295/5000
148/148 [==============================] - 0s 68us/step - loss: 23937.5037 - mean_absolute_error: 127.4758 - val_loss: 48229.3302 - val_mean_absolute_error: 199.8294
Epoch 2296/5000
148/148 [==============================] - 0s 68us/step - loss: 23922.5059 - mean_absolute_error: 127.4114 - val_loss: 48199.4539 - val_mean_absolute_error: 199.7607
Epoch 2297/5000
148/148 [==============================] - 0s 68us/step - loss: 23903.1791 - mean_absolute_error: 127.3835 - val_loss: 48168.6267 - val_mean_absolute_error: 199.6908
Epoch 2298/5000
148/148 [==============================] - 0s 74us/step - loss: 23888.5324 - mean_absolute_error: 127.3703 - val_loss: 48140.0073 - val_mean_absolute_error: 199.6253
Epoch 2299/5000
148/148 [==============================] - 0s 68us/step - loss: 23873.9510 - mean_absolute_error: 127.3367 - val_loss: 48112.0034 - val_mean_absolute_error: 199.5608
Epoch 2300/5000
148/148 [==============================] - 0s 68us/step - loss: 23857.9267 - mean_absolute_error: 127.2831 - val_loss: 48084.0684 - val_mean_absolute_error: 199.4964
Epoch 2301/5000
148/148 [==============================] - 0s 74us/step - loss: 23840.8041 - mean_absolute_error: 127.2223 - val_loss: 48055.1114 - val_mean_absolute_error: 199.4296
Epoch 2302/5000
148/148 [==============================] - 0s 68us/step - loss: 23824.3676 - mean_absolute_error: 127.1574 - val_loss: 48025.2905 - val_mean_absolute_error: 199.3610
Epoch 2303/5000
148/148 [==============================] - 0s 68us/step - loss: 23807.5863 - mean_absolute_error: 127.0923 - val_loss: 47997.1084 - val_mean_absolute_error: 199.2964
Epoch 2304/5000
148/148 [==============================] - 0s 74us/step - loss: 23791.4244 - mean_absolute_error: 127.0552 - val_loss: 47969.3786 - val_mean_absolute_error: 199.2338
Epoch 2305/5000
148/148 [==============================] - 0s 68us/step - loss: 23777.2923 - mean_absolute_error: 127.0453 - val_loss: 47941.2503 - val_mean_absolute_error: 199.1700
Epoch 2306/5000
148/148 [==============================] - 0s 81us/step - loss: 23759.6634 - mean_absolute_error: 127.0047 - val_loss: 47914.3634 - val_mean_absolute_error: 199.1083
Epoch 2307/5000
148/148 [==============================] - 0s 68us/step - loss: 23743.9457 - mean_absolute_error: 126.9516 - val_loss: 47886.4347 - val_mean_absolute_error: 199.0439
Epoch 2308/5000
148/148 [==============================] - 0s 61us/step - loss: 23727.3346 - mean_absolute_error: 126.8943 - val_loss: 47856.8186 - val_mean_absolute_error: 198.9757
Epoch 2309/5000
148/148 [==============================] - 0s 74us/step - loss: 23709.9361 - mean_absolute_error: 126.8392 - val_loss: 47825.6617 - val_mean_absolute_error: 198.9037
Epoch 2310/5000
148/148 [==============================] - 0s 74us/step - loss: 23692.0840 - mean_absolute_error: 126.7824 - val_loss: 47794.7239 - val_mean_absolute_error: 198.8321
Epoch 2311/5000
148/148 [==============================] - 0s 61us/step - loss: 23673.7128 - mean_absolute_error: 126.7141 - val_loss: 47765.8109 - val_mean_absolute_error: 198.7651
Epoch 2312/5000
148/148 [==============================] - 0s 68us/step - loss: 23655.0857 - mean_absolute_error: 126.6258 - val_loss: 47737.3959 - val_mean_absolute_error: 198.6988
Epoch 2313/5000
148/148 [==============================] - 0s 68us/step - loss: 23641.8005 - mean_absolute_error: 126.5565 - val_loss: 47708.0527 - val_mean_absolute_error: 198.6305
Epoch 2314/5000
148/148 [==============================] - 0s 74us/step - loss: 23624.2716 - mean_absolute_error: 126.4817 - val_loss: 47678.9477 - val_mean_absolute_error: 198.5630
Epoch 2315/5000
148/148 [==============================] - 0s 74us/step - loss: 23606.7954 - mean_absolute_error: 126.4170 - val_loss: 47651.2717 - val_mean_absolute_error: 198.4989
Epoch 2316/5000
148/148 [==============================] - 0s 74us/step - loss: 23590.1469 - mean_absolute_error: 126.3483 - val_loss: 47623.1847 - val_mean_absolute_error: 198.4330
Epoch 2317/5000
148/148 [==============================] - 0s 68us/step - loss: 23574.5741 - mean_absolute_error: 126.2890 - val_loss: 47595.6038 - val_mean_absolute_error: 198.3686
Epoch 2318/5000
148/148 [==============================] - 0s 74us/step - loss: 23559.1542 - mean_absolute_error: 126.2354 - val_loss: 47567.1023 - val_mean_absolute_error: 198.3026
Epoch 2319/5000
148/148 [==============================] - 0s 74us/step - loss: 23542.5191 - mean_absolute_error: 126.1833 - val_loss: 47536.8784 - val_mean_absolute_error: 198.2324
Epoch 2320/5000
148/148 [==============================] - 0s 68us/step - loss: 23524.7060 - mean_absolute_error: 126.1341 - val_loss: 47506.6722 - val_mean_absolute_error: 198.1623
Epoch 2321/5000
148/148 [==============================] - 0s 68us/step - loss: 23507.9637 - mean_absolute_error: 126.0822 - val_loss: 47478.0511 - val_mean_absolute_error: 198.0960
Epoch 2322/5000
148/148 [==============================] - 0s 68us/step - loss: 23490.2162 - mean_absolute_error: 126.0284 - val_loss: 47448.3412 - val_mean_absolute_error: 198.0270
Epoch 2323/5000
148/148 [==============================] - 0s 68us/step - loss: 23473.9400 - mean_absolute_error: 125.9807 - val_loss: 47417.3669 - val_mean_absolute_error: 197.9552
Epoch 2324/5000
148/148 [==============================] - 0s 68us/step - loss: 23456.0299 - mean_absolute_error: 125.9260 - val_loss: 47388.8711 - val_mean_absolute_error: 197.8890
Epoch 2325/5000
148/148 [==============================] - 0s 74us/step - loss: 23440.3566 - mean_absolute_error: 125.8783 - val_loss: 47358.7434 - val_mean_absolute_error: 197.8194
Epoch 2326/5000
148/148 [==============================] - 0s 61us/step - loss: 23423.5326 - mean_absolute_error: 125.8453 - val_loss: 47330.3150 - val_mean_absolute_error: 197.7543
Epoch 2327/5000
148/148 [==============================] - 0s 68us/step - loss: 23407.4637 - mean_absolute_error: 125.8240 - val_loss: 47303.0816 - val_mean_absolute_error: 197.6915
Epoch 2328/5000
148/148 [==============================] - 0s 74us/step - loss: 23390.9215 - mean_absolute_error: 125.7720 - val_loss: 47274.7744 - val_mean_absolute_error: 197.6256
Epoch 2329/5000
148/148 [==============================] - 0s 68us/step - loss: 23374.1332 - mean_absolute_error: 125.7296 - val_loss: 47244.3153 - val_mean_absolute_error: 197.5542
Epoch 2330/5000
148/148 [==============================] - 0s 68us/step - loss: 23356.4430 - mean_absolute_error: 125.6741 - val_loss: 47215.4378 - val_mean_absolute_error: 197.4865
Epoch 2331/5000
148/148 [==============================] - 0s 74us/step - loss: 23340.3350 - mean_absolute_error: 125.6131 - val_loss: 47186.9884 - val_mean_absolute_error: 197.4198
Epoch 2332/5000
148/148 [==============================] - 0s 61us/step - loss: 23323.3125 - mean_absolute_error: 125.5527 - val_loss: 47158.2152 - val_mean_absolute_error: 197.3526
Epoch 2333/5000
148/148 [==============================] - 0s 61us/step - loss: 23306.2592 - mean_absolute_error: 125.4971 - val_loss: 47130.8573 - val_mean_absolute_error: 197.2885
Epoch 2334/5000
148/148 [==============================] - 0s 74us/step - loss: 23290.7375 - mean_absolute_error: 125.4449 - val_loss: 47104.3342 - val_mean_absolute_error: 197.2256
Epoch 2335/5000
148/148 [==============================] - 0s 68us/step - loss: 23275.2428 - mean_absolute_error: 125.3896 - val_loss: 47078.2381 - val_mean_absolute_error: 197.1639
Epoch 2336/5000
148/148 [==============================] - 0s 68us/step - loss: 23259.7339 - mean_absolute_error: 125.3228 - val_loss: 47052.2906 - val_mean_absolute_error: 197.1029
Epoch 2337/5000
148/148 [==============================] - 0s 68us/step - loss: 23244.3656 - mean_absolute_error: 125.2507 - val_loss: 47022.8527 - val_mean_absolute_error: 197.0338
Epoch 2338/5000
148/148 [==============================] - 0s 74us/step - loss: 23227.6060 - mean_absolute_error: 125.1868 - val_loss: 46995.7752 - val_mean_absolute_error: 196.9704
Epoch 2339/5000
148/148 [==============================] - 0s 68us/step - loss: 23212.5777 - mean_absolute_error: 125.1220 - val_loss: 46969.1477 - val_mean_absolute_error: 196.9080
Epoch 2340/5000
148/148 [==============================] - 0s 74us/step - loss: 23196.0297 - mean_absolute_error: 125.0514 - val_loss: 46941.6441 - val_mean_absolute_error: 196.8436
Epoch 2341/5000
148/148 [==============================] - 0s 74us/step - loss: 23179.9900 - mean_absolute_error: 124.9905 - val_loss: 46912.7416 - val_mean_absolute_error: 196.7761
Epoch 2342/5000
148/148 [==============================] - 0s 74us/step - loss: 23162.7938 - mean_absolute_error: 124.9300 - val_loss: 46884.0667 - val_mean_absolute_error: 196.7089
Epoch 2343/5000
148/148 [==============================] - 0s 68us/step - loss: 23146.9017 - mean_absolute_error: 124.8733 - val_loss: 46856.7489 - val_mean_absolute_error: 196.6448
Epoch 2344/5000
148/148 [==============================] - 0s 68us/step - loss: 23132.3906 - mean_absolute_error: 124.8158 - val_loss: 46828.9272 - val_mean_absolute_error: 196.5791
Epoch 2345/5000
148/148 [==============================] - 0s 81us/step - loss: 23116.1247 - mean_absolute_error: 124.7595 - val_loss: 46800.1252 - val_mean_absolute_error: 196.5114
Epoch 2346/5000
148/148 [==============================] - 0s 68us/step - loss: 23099.8018 - mean_absolute_error: 124.7093 - val_loss: 46769.9814 - val_mean_absolute_error: 196.4409
Epoch 2347/5000
148/148 [==============================] - 0s 68us/step - loss: 23081.0371 - mean_absolute_error: 124.6803 - val_loss: 46739.8502 - val_mean_absolute_error: 196.3708
Epoch 2348/5000
148/148 [==============================] - 0s 74us/step - loss: 23066.9221 - mean_absolute_error: 124.6775 - val_loss: 46710.6278 - val_mean_absolute_error: 196.3016
Epoch 2349/5000
148/148 [==============================] - 0s 74us/step - loss: 23048.7297 - mean_absolute_error: 124.6329 - val_loss: 46681.8702 - val_mean_absolute_error: 196.2329
Epoch 2350/5000
148/148 [==============================] - 0s 61us/step - loss: 23033.0442 - mean_absolute_error: 124.5846 - val_loss: 46653.6698 - val_mean_absolute_error: 196.1657
Epoch 2351/5000
148/148 [==============================] - 0s 74us/step - loss: 23018.9398 - mean_absolute_error: 124.5508 - val_loss: 46626.8944 - val_mean_absolute_error: 196.1024
Epoch 2352/5000
148/148 [==============================] - 0s 68us/step - loss: 23002.1187 - mean_absolute_error: 124.4986 - val_loss: 46600.1703 - val_mean_absolute_error: 196.0391
Epoch 2353/5000
148/148 [==============================] - 0s 68us/step - loss: 22987.7406 - mean_absolute_error: 124.4520 - val_loss: 46573.1458 - val_mean_absolute_error: 195.9750
Epoch 2354/5000
148/148 [==============================] - 0s 74us/step - loss: 22972.1185 - mean_absolute_error: 124.4004 - val_loss: 46546.4359 - val_mean_absolute_error: 195.9120
Epoch 2355/5000
148/148 [==============================] - 0s 68us/step - loss: 22957.9053 - mean_absolute_error: 124.3676 - val_loss: 46517.2433 - val_mean_absolute_error: 195.8431
Epoch 2356/5000
148/148 [==============================] - 0s 68us/step - loss: 22940.4622 - mean_absolute_error: 124.3147 - val_loss: 46488.2011 - val_mean_absolute_error: 195.7737
Epoch 2357/5000
148/148 [==============================] - 0s 61us/step - loss: 22924.1333 - mean_absolute_error: 124.2605 - val_loss: 46459.8747 - val_mean_absolute_error: 195.7062
Epoch 2358/5000
148/148 [==============================] - 0s 68us/step - loss: 22907.6999 - mean_absolute_error: 124.2088 - val_loss: 46431.3089 - val_mean_absolute_error: 195.6388
Epoch 2359/5000
148/148 [==============================] - 0s 68us/step - loss: 22892.2027 - mean_absolute_error: 124.1676 - val_loss: 46402.0772 - val_mean_absolute_error: 195.5697
Epoch 2360/5000
148/148 [==============================] - 0s 68us/step - loss: 22875.7551 - mean_absolute_error: 124.1151 - val_loss: 46374.4872 - val_mean_absolute_error: 195.5044
Epoch 2361/5000
148/148 [==============================] - 0s 74us/step - loss: 22861.5338 - mean_absolute_error: 124.0540 - val_loss: 46349.4987 - val_mean_absolute_error: 195.4451
Epoch 2362/5000
148/148 [==============================] - 0s 68us/step - loss: 22846.3744 - mean_absolute_error: 123.9676 - val_loss: 46325.3297 - val_mean_absolute_error: 195.3878
Epoch 2363/5000
148/148 [==============================] - 0s 68us/step - loss: 22832.7777 - mean_absolute_error: 123.9044 - val_loss: 46299.3541 - val_mean_absolute_error: 195.3261
Epoch 2364/5000
148/148 [==============================] - 0s 74us/step - loss: 22817.1852 - mean_absolute_error: 123.8417 - val_loss: 46271.4448 - val_mean_absolute_error: 195.2594
Epoch 2365/5000
148/148 [==============================] - 0s 68us/step - loss: 22801.5321 - mean_absolute_error: 123.7844 - val_loss: 46241.9986 - val_mean_absolute_error: 195.1894
Epoch 2366/5000
148/148 [==============================] - 0s 68us/step - loss: 22785.5951 - mean_absolute_error: 123.7434 - val_loss: 46212.2000 - val_mean_absolute_error: 195.1193
Epoch 2367/5000
148/148 [==============================] - 0s 74us/step - loss: 22768.9669 - mean_absolute_error: 123.7186 - val_loss: 46182.3858 - val_mean_absolute_error: 195.0488
Epoch 2368/5000
148/148 [==============================] - 0s 74us/step - loss: 22752.4379 - mean_absolute_error: 123.6616 - val_loss: 46153.1991 - val_mean_absolute_error: 194.9795
Epoch 2369/5000
148/148 [==============================] - 0s 68us/step - loss: 22735.7584 - mean_absolute_error: 123.6050 - val_loss: 46124.5347 - val_mean_absolute_error: 194.9113
Epoch 2370/5000
148/148 [==============================] - 0s 88us/step - loss: 22719.5202 - mean_absolute_error: 123.5519 - val_loss: 46094.8608 - val_mean_absolute_error: 194.8408
Epoch 2371/5000
148/148 [==============================] - 0s 74us/step - loss: 22702.7244 - mean_absolute_error: 123.5088 - val_loss: 46063.6338 - val_mean_absolute_error: 194.7662
Epoch 2372/5000
148/148 [==============================] - 0s 74us/step - loss: 22684.8922 - mean_absolute_error: 123.4593 - val_loss: 46034.0466 - val_mean_absolute_error: 194.6960
Epoch 2373/5000
148/148 [==============================] - 0s 74us/step - loss: 22669.6422 - mean_absolute_error: 123.4199 - val_loss: 46005.3802 - val_mean_absolute_error: 194.6280
Epoch 2374/5000
148/148 [==============================] - 0s 61us/step - loss: 22653.0962 - mean_absolute_error: 123.3729 - val_loss: 45976.5638 - val_mean_absolute_error: 194.5596
Epoch 2375/5000
148/148 [==============================] - 0s 81us/step - loss: 22637.1640 - mean_absolute_error: 123.3278 - val_loss: 45949.2316 - val_mean_absolute_error: 194.4950
Epoch 2376/5000
148/148 [==============================] - 0s 68us/step - loss: 22621.6058 - mean_absolute_error: 123.2932 - val_loss: 45921.9997 - val_mean_absolute_error: 194.4306
Epoch 2377/5000
148/148 [==============================] - 0s 68us/step - loss: 22606.4259 - mean_absolute_error: 123.2525 - val_loss: 45894.9114 - val_mean_absolute_error: 194.3664
Epoch 2378/5000
148/148 [==============================] - 0s 74us/step - loss: 22591.5901 - mean_absolute_error: 123.2043 - val_loss: 45867.1189 - val_mean_absolute_error: 194.3005
Epoch 2379/5000
148/148 [==============================] - 0s 68us/step - loss: 22575.7901 - mean_absolute_error: 123.1461 - val_loss: 45839.3472 - val_mean_absolute_error: 194.2347
Epoch 2380/5000
148/148 [==============================] - 0s 61us/step - loss: 22559.0886 - mean_absolute_error: 123.0899 - val_loss: 45809.5836 - val_mean_absolute_error: 194.1644
Epoch 2381/5000
148/148 [==============================] - 0s 74us/step - loss: 22542.8006 - mean_absolute_error: 123.0460 - val_loss: 45780.6641 - val_mean_absolute_error: 194.0965
Epoch 2382/5000
148/148 [==============================] - 0s 61us/step - loss: 22526.5672 - mean_absolute_error: 122.9967 - val_loss: 45754.0669 - val_mean_absolute_error: 194.0334
Epoch 2383/5000
148/148 [==============================] - 0s 68us/step - loss: 22510.9171 - mean_absolute_error: 122.9475 - val_loss: 45726.8262 - val_mean_absolute_error: 193.9686
Epoch 2384/5000
148/148 [==============================] - 0s 74us/step - loss: 22494.9917 - mean_absolute_error: 122.8982 - val_loss: 45699.9855 - val_mean_absolute_error: 193.9051
Epoch 2385/5000
148/148 [==============================] - 0s 68us/step - loss: 22480.5303 - mean_absolute_error: 122.8529 - val_loss: 45673.6930 - val_mean_absolute_error: 193.8433
Epoch 2386/5000
148/148 [==============================] - 0s 68us/step - loss: 22464.8802 - mean_absolute_error: 122.8016 - val_loss: 45648.5711 - val_mean_absolute_error: 193.7845
Epoch 2387/5000
148/148 [==============================] - 0s 68us/step - loss: 22451.5063 - mean_absolute_error: 122.7505 - val_loss: 45623.4508 - val_mean_absolute_error: 193.7254
Epoch 2388/5000
148/148 [==============================] - 0s 68us/step - loss: 22437.0393 - mean_absolute_error: 122.6941 - val_loss: 45600.8273 - val_mean_absolute_error: 193.6718
Epoch 2389/5000
148/148 [==============================] - 0s 68us/step - loss: 22423.3484 - mean_absolute_error: 122.6437 - val_loss: 45574.8570 - val_mean_absolute_error: 193.6103
Epoch 2390/5000
148/148 [==============================] - 0s 68us/step - loss: 22409.3241 - mean_absolute_error: 122.5924 - val_loss: 45550.0842 - val_mean_absolute_error: 193.5517
Epoch 2391/5000
148/148 [==============================] - 0s 74us/step - loss: 22394.0626 - mean_absolute_error: 122.5337 - val_loss: 45524.6789 - val_mean_absolute_error: 193.4917
Epoch 2392/5000
148/148 [==============================] - 0s 68us/step - loss: 22379.5734 - mean_absolute_error: 122.4810 - val_loss: 45498.9875 - val_mean_absolute_error: 193.4309
Epoch 2393/5000
148/148 [==============================] - 0s 74us/step - loss: 22363.9060 - mean_absolute_error: 122.4213 - val_loss: 45474.9623 - val_mean_absolute_error: 193.3740
Epoch 2394/5000
148/148 [==============================] - 0s 74us/step - loss: 22350.0891 - mean_absolute_error: 122.3571 - val_loss: 45450.7806 - val_mean_absolute_error: 193.3166
Epoch 2395/5000
148/148 [==============================] - 0s 68us/step - loss: 22337.9944 - mean_absolute_error: 122.2957 - val_loss: 45423.5239 - val_mean_absolute_error: 193.2524
Epoch 2396/5000
148/148 [==============================] - 0s 74us/step - loss: 22323.3216 - mean_absolute_error: 122.2707 - val_loss: 45391.2422 - val_mean_absolute_error: 193.1780
Epoch 2397/5000
148/148 [==============================] - 0s 81us/step - loss: 22300.6053 - mean_absolute_error: 122.2701 - val_loss: 45360.0491 - val_mean_absolute_error: 193.1053
Epoch 2398/5000
148/148 [==============================] - 0s 74us/step - loss: 22286.9631 - mean_absolute_error: 122.2723 - val_loss: 45331.6963 - val_mean_absolute_error: 193.0391
Epoch 2399/5000
148/148 [==============================] - 0s 61us/step - loss: 22269.5963 - mean_absolute_error: 122.2565 - val_loss: 45303.0744 - val_mean_absolute_error: 192.9718
Epoch 2400/5000
148/148 [==============================] - 0s 74us/step - loss: 22253.1010 - mean_absolute_error: 122.2085 - val_loss: 45275.2252 - val_mean_absolute_error: 192.9058
Epoch 2401/5000
148/148 [==============================] - 0s 68us/step - loss: 22236.8668 - mean_absolute_error: 122.1573 - val_loss: 45245.9859 - val_mean_absolute_error: 192.8370
Epoch 2402/5000
148/148 [==============================] - 0s 74us/step - loss: 22220.5149 - mean_absolute_error: 122.1091 - val_loss: 45217.2027 - val_mean_absolute_error: 192.7687
Epoch 2403/5000
148/148 [==============================] - 0s 61us/step - loss: 22204.9942 - mean_absolute_error: 122.0559 - val_loss: 45188.7859 - val_mean_absolute_error: 192.7005
Epoch 2404/5000
148/148 [==============================] - 0s 74us/step - loss: 22188.3943 - mean_absolute_error: 121.9999 - val_loss: 45160.5253 - val_mean_absolute_error: 192.6331
Epoch 2405/5000
148/148 [==============================] - 0s 74us/step - loss: 22173.3243 - mean_absolute_error: 121.9518 - val_loss: 45131.8917 - val_mean_absolute_error: 192.5648
Epoch 2406/5000
148/148 [==============================] - 0s 61us/step - loss: 22156.9871 - mean_absolute_error: 121.9121 - val_loss: 45103.1555 - val_mean_absolute_error: 192.4967
Epoch 2407/5000
148/148 [==============================] - 0s 68us/step - loss: 22140.8215 - mean_absolute_error: 121.8873 - val_loss: 45074.5091 - val_mean_absolute_error: 192.4290
Epoch 2408/5000
148/148 [==============================] - 0s 68us/step - loss: 22125.1002 - mean_absolute_error: 121.8548 - val_loss: 45046.3281 - val_mean_absolute_error: 192.3622
Epoch 2409/5000
148/148 [==============================] - 0s 74us/step - loss: 22109.0986 - mean_absolute_error: 121.8153 - val_loss: 45019.2431 - val_mean_absolute_error: 192.2978
Epoch 2410/5000
148/148 [==============================] - 0s 68us/step - loss: 22093.5214 - mean_absolute_error: 121.7673 - val_loss: 44992.0477 - val_mean_absolute_error: 192.2331
Epoch 2411/5000
148/148 [==============================] - 0s 68us/step - loss: 22077.4225 - mean_absolute_error: 121.7163 - val_loss: 44965.4677 - val_mean_absolute_error: 192.1697
Epoch 2412/5000
148/148 [==============================] - 0s 74us/step - loss: 22063.7025 - mean_absolute_error: 121.6768 - val_loss: 44938.5273 - val_mean_absolute_error: 192.1053
Epoch 2413/5000
148/148 [==============================] - 0s 68us/step - loss: 22047.2388 - mean_absolute_error: 121.6223 - val_loss: 44912.5431 - val_mean_absolute_error: 192.0426
Epoch 2414/5000
148/148 [==============================] - 0s 74us/step - loss: 22032.7214 - mean_absolute_error: 121.5580 - val_loss: 44885.2478 - val_mean_absolute_error: 191.9772
Epoch 2415/5000
148/148 [==============================] - 0s 74us/step - loss: 22017.3198 - mean_absolute_error: 121.5027 - val_loss: 44859.6522 - val_mean_absolute_error: 191.9160
Epoch 2416/5000
148/148 [==============================] - 0s 68us/step - loss: 22003.3749 - mean_absolute_error: 121.4519 - val_loss: 44834.7331 - val_mean_absolute_error: 191.8563
Epoch 2417/5000
148/148 [==============================] - 0s 68us/step - loss: 21987.9203 - mean_absolute_error: 121.3878 - val_loss: 44809.2833 - val_mean_absolute_error: 191.7957
Epoch 2418/5000
148/148 [==============================] - 0s 74us/step - loss: 21973.9350 - mean_absolute_error: 121.3368 - val_loss: 44782.7183 - val_mean_absolute_error: 191.7322
Epoch 2419/5000
148/148 [==============================] - 0s 68us/step - loss: 21958.9085 - mean_absolute_error: 121.2838 - val_loss: 44754.0287 - val_mean_absolute_error: 191.6638
Epoch 2420/5000
148/148 [==============================] - 0s 68us/step - loss: 21942.4217 - mean_absolute_error: 121.2278 - val_loss: 44726.8150 - val_mean_absolute_error: 191.5985
Epoch 2421/5000
148/148 [==============================] - 0s 74us/step - loss: 21927.0727 - mean_absolute_error: 121.1712 - val_loss: 44701.0692 - val_mean_absolute_error: 191.5367
Epoch 2422/5000
148/148 [==============================] - 0s 74us/step - loss: 21913.1427 - mean_absolute_error: 121.1157 - val_loss: 44675.0250 - val_mean_absolute_error: 191.4743
Epoch 2423/5000
148/148 [==============================] - 0s 68us/step - loss: 21899.1957 - mean_absolute_error: 121.0618 - val_loss: 44649.7594 - val_mean_absolute_error: 191.4135
Epoch 2424/5000
148/148 [==============================] - 0s 68us/step - loss: 21884.7864 - mean_absolute_error: 121.0112 - val_loss: 44622.1305 - val_mean_absolute_error: 191.3479
Epoch 2425/5000
148/148 [==============================] - 0s 68us/step - loss: 21867.8728 - mean_absolute_error: 121.0156 - val_loss: 44590.7880 - val_mean_absolute_error: 191.2750
Epoch 2426/5000
148/148 [==============================] - 0s 74us/step - loss: 21853.2894 - mean_absolute_error: 121.0226 - val_loss: 44559.2109 - val_mean_absolute_error: 191.2009
Epoch 2427/5000
148/148 [==============================] - 0s 68us/step - loss: 21834.1846 - mean_absolute_error: 121.0186 - val_loss: 44529.2491 - val_mean_absolute_error: 191.1302
Epoch 2428/5000
148/148 [==============================] - 0s 61us/step - loss: 21819.3575 - mean_absolute_error: 120.9979 - val_loss: 44501.1116 - val_mean_absolute_error: 191.0636
Epoch 2429/5000
148/148 [==============================] - 0s 68us/step - loss: 21803.8034 - mean_absolute_error: 120.9544 - val_loss: 44474.6389 - val_mean_absolute_error: 191.0006
Epoch 2430/5000
148/148 [==============================] - 0s 74us/step - loss: 21789.3292 - mean_absolute_error: 120.9160 - val_loss: 44447.3420 - val_mean_absolute_error: 190.9353
Epoch 2431/5000
148/148 [==============================] - 0s 68us/step - loss: 21773.8756 - mean_absolute_error: 120.8844 - val_loss: 44420.2686 - val_mean_absolute_error: 190.8704
Epoch 2432/5000
148/148 [==============================] - 0s 74us/step - loss: 21758.3668 - mean_absolute_error: 120.8378 - val_loss: 44393.5728 - val_mean_absolute_error: 190.8061
Epoch 2433/5000
148/148 [==============================] - 0s 81us/step - loss: 21744.4003 - mean_absolute_error: 120.7880 - val_loss: 44365.6167 - val_mean_absolute_error: 190.7392
Epoch 2434/5000
148/148 [==============================] - 0s 74us/step - loss: 21726.2269 - mean_absolute_error: 120.7694 - val_loss: 44334.7747 - val_mean_absolute_error: 190.6668
Epoch 2435/5000
148/148 [==============================] - 0s 74us/step - loss: 21712.0742 - mean_absolute_error: 120.7856 - val_loss: 44305.7812 - val_mean_absolute_error: 190.5979
Epoch 2436/5000
148/148 [==============================] - 0s 68us/step - loss: 21698.7788 - mean_absolute_error: 120.7635 - val_loss: 44279.6673 - val_mean_absolute_error: 190.5353
Epoch 2437/5000
148/148 [==============================] - 0s 61us/step - loss: 21684.4040 - mean_absolute_error: 120.7242 - val_loss: 44252.6880 - val_mean_absolute_error: 190.4708
Epoch 2438/5000
148/148 [==============================] - 0s 74us/step - loss: 21668.8465 - mean_absolute_error: 120.7048 - val_loss: 44228.0245 - val_mean_absolute_error: 190.4122
Epoch 2439/5000
148/148 [==============================] - 0s 68us/step - loss: 21654.8778 - mean_absolute_error: 120.6844 - val_loss: 44204.1283 - val_mean_absolute_error: 190.3546
Epoch 2440/5000
148/148 [==============================] - 0s 68us/step - loss: 21640.8235 - mean_absolute_error: 120.6568 - val_loss: 44177.3998 - val_mean_absolute_error: 190.2904
Epoch 2441/5000
148/148 [==============================] - 0s 68us/step - loss: 21625.8890 - mean_absolute_error: 120.6182 - val_loss: 44150.7039 - val_mean_absolute_error: 190.2258
Epoch 2442/5000
148/148 [==============================] - 0s 68us/step - loss: 21609.7694 - mean_absolute_error: 120.5564 - val_loss: 44123.9236 - val_mean_absolute_error: 190.1603
Epoch 2443/5000
148/148 [==============================] - 0s 68us/step - loss: 21594.2140 - mean_absolute_error: 120.4949 - val_loss: 44097.1241 - val_mean_absolute_error: 190.0963
Epoch 2444/5000
148/148 [==============================] - 0s 74us/step - loss: 21578.3396 - mean_absolute_error: 120.4346 - val_loss: 44068.4731 - val_mean_absolute_error: 190.0290
Epoch 2445/5000
148/148 [==============================] - 0s 74us/step - loss: 21560.4643 - mean_absolute_error: 120.3640 - val_loss: 44040.4123 - val_mean_absolute_error: 189.9630
Epoch 2446/5000
148/148 [==============================] - 0s 61us/step - loss: 21546.0301 - mean_absolute_error: 120.3002 - val_loss: 44013.3202 - val_mean_absolute_error: 189.8985
Epoch 2447/5000
148/148 [==============================] - 0s 71us/step - loss: 21529.1783 - mean_absolute_error: 120.2338 - val_loss: 43986.1475 - val_mean_absolute_error: 189.8344
Epoch 2448/5000
148/148 [==============================] - 0s 74us/step - loss: 21514.0366 - mean_absolute_error: 120.1743 - val_loss: 43959.3519 - val_mean_absolute_error: 189.7715
Epoch 2449/5000
148/148 [==============================] - 0s 74us/step - loss: 21499.3717 - mean_absolute_error: 120.1101 - val_loss: 43933.0373 - val_mean_absolute_error: 189.7099
Epoch 2450/5000
148/148 [==============================] - 0s 61us/step - loss: 21483.8107 - mean_absolute_error: 120.0499 - val_loss: 43905.3550 - val_mean_absolute_error: 189.6451
Epoch 2451/5000
148/148 [==============================] - 0s 68us/step - loss: 21468.1317 - mean_absolute_error: 119.9946 - val_loss: 43878.8825 - val_mean_absolute_error: 189.5831
Epoch 2452/5000
148/148 [==============================] - 0s 68us/step - loss: 21453.7889 - mean_absolute_error: 119.9450 - val_loss: 43851.6867 - val_mean_absolute_error: 189.5196
Epoch 2453/5000
148/148 [==============================] - 0s 68us/step - loss: 21433.5512 - mean_absolute_error: 119.9132 - val_loss: 43823.2769 - val_mean_absolute_error: 189.4542
Epoch 2454/5000
148/148 [==============================] - 0s 74us/step - loss: 21426.7850 - mean_absolute_error: 119.9511 - val_loss: 43795.2778 - val_mean_absolute_error: 189.3893
Epoch 2455/5000
148/148 [==============================] - 0s 68us/step - loss: 21410.3336 - mean_absolute_error: 119.9392 - val_loss: 43765.9028 - val_mean_absolute_error: 189.3208
Epoch 2456/5000
148/148 [==============================] - 0s 68us/step - loss: 21396.1837 - mean_absolute_error: 119.9176 - val_loss: 43735.7147 - val_mean_absolute_error: 189.2501
Epoch 2457/5000
148/148 [==============================] - 0s 68us/step - loss: 21379.5993 - mean_absolute_error: 119.8734 - val_loss: 43707.1852 - val_mean_absolute_error: 189.1833
Epoch 2458/5000
148/148 [==============================] - 0s 61us/step - loss: 21364.3344 - mean_absolute_error: 119.8345 - val_loss: 43680.2608 - val_mean_absolute_error: 189.1205
Epoch 2459/5000
148/148 [==============================] - 0s 68us/step - loss: 21348.3766 - mean_absolute_error: 119.8209 - val_loss: 43652.5780 - val_mean_absolute_error: 189.0562
Epoch 2460/5000
148/148 [==============================] - 0s 74us/step - loss: 21335.1128 - mean_absolute_error: 119.8057 - val_loss: 43623.3759 - val_mean_absolute_error: 188.9881
Epoch 2461/5000
148/148 [==============================] - 0s 61us/step - loss: 21319.5904 - mean_absolute_error: 119.7756 - val_loss: 43595.2622 - val_mean_absolute_error: 188.9222
Epoch 2462/5000
148/148 [==============================] - 0s 74us/step - loss: 21304.8485 - mean_absolute_error: 119.7440 - val_loss: 43567.4859 - val_mean_absolute_error: 188.8571
Epoch 2463/5000
148/148 [==============================] - 0s 68us/step - loss: 21290.3565 - mean_absolute_error: 119.7062 - val_loss: 43537.8411 - val_mean_absolute_error: 188.7878
Epoch 2464/5000
148/148 [==============================] - 0s 81us/step - loss: 21275.5291 - mean_absolute_error: 119.7177 - val_loss: 43507.9844 - val_mean_absolute_error: 188.7184
Epoch 2465/5000
148/148 [==============================] - 0s 61us/step - loss: 21262.3684 - mean_absolute_error: 119.7168 - val_loss: 43481.7502 - val_mean_absolute_error: 188.6559
Epoch 2466/5000
148/148 [==============================] - 0s 81us/step - loss: 21249.7935 - mean_absolute_error: 119.6987 - val_loss: 43456.0847 - val_mean_absolute_error: 188.5948
Epoch 2467/5000
148/148 [==============================] - 0s 74us/step - loss: 21236.1154 - mean_absolute_error: 119.6612 - val_loss: 43429.3772 - val_mean_absolute_error: 188.5314
Epoch 2468/5000
148/148 [==============================] - 0s 81us/step - loss: 21221.6348 - mean_absolute_error: 119.6217 - val_loss: 43402.3045 - val_mean_absolute_error: 188.4672
Epoch 2469/5000
148/148 [==============================] - 0s 88us/step - loss: 21205.9333 - mean_absolute_error: 119.5652 - val_loss: 43375.6192 - val_mean_absolute_error: 188.4032
Epoch 2470/5000
148/148 [==============================] - 0s 81us/step - loss: 21189.2582 - mean_absolute_error: 119.4999 - val_loss: 43348.0536 - val_mean_absolute_error: 188.3374
Epoch 2471/5000
148/148 [==============================] - 0s 81us/step - loss: 21170.7439 - mean_absolute_error: 119.4268 - val_loss: 43322.2242 - val_mean_absolute_error: 188.2752
Epoch 2472/5000
148/148 [==============================] - 0s 95us/step - loss: 21155.9596 - mean_absolute_error: 119.3555 - val_loss: 43297.2211 - val_mean_absolute_error: 188.2153
Epoch 2473/5000
148/148 [==============================] - 0s 88us/step - loss: 21143.6647 - mean_absolute_error: 119.2966 - val_loss: 43272.9903 - val_mean_absolute_error: 188.1573
Epoch 2474/5000
148/148 [==============================] - 0s 95us/step - loss: 21127.0156 - mean_absolute_error: 119.2269 - val_loss: 43247.5072 - val_mean_absolute_error: 188.0965
Epoch 2475/5000
148/148 [==============================] - 0s 81us/step - loss: 21111.0305 - mean_absolute_error: 119.1657 - val_loss: 43222.5034 - val_mean_absolute_error: 188.0361
Epoch 2476/5000
148/148 [==============================] - 0s 68us/step - loss: 21096.5106 - mean_absolute_error: 119.1024 - val_loss: 43197.0450 - val_mean_absolute_error: 187.9749
Epoch 2477/5000
148/148 [==============================] - 0s 81us/step - loss: 21080.4536 - mean_absolute_error: 119.0321 - val_loss: 43171.4330 - val_mean_absolute_error: 187.9129
Epoch 2478/5000
148/148 [==============================] - 0s 81us/step - loss: 21065.7239 - mean_absolute_error: 118.9699 - val_loss: 43146.1903 - val_mean_absolute_error: 187.8522
Epoch 2479/5000
148/148 [==============================] - 0s 74us/step - loss: 21049.9497 - mean_absolute_error: 118.9055 - val_loss: 43120.9641 - val_mean_absolute_error: 187.7918
Epoch 2480/5000
148/148 [==============================] - 0s 68us/step - loss: 21037.0885 - mean_absolute_error: 118.8356 - val_loss: 43095.1448 - val_mean_absolute_error: 187.7299
Epoch 2481/5000
148/148 [==============================] - 0s 81us/step - loss: 21020.8576 - mean_absolute_error: 118.7651 - val_loss: 43071.1780 - val_mean_absolute_error: 187.6725
Epoch 2482/5000
148/148 [==============================] - 0s 81us/step - loss: 21006.2085 - mean_absolute_error: 118.6858 - val_loss: 43048.5783 - val_mean_absolute_error: 187.6185
Epoch 2483/5000
148/148 [==============================] - 0s 81us/step - loss: 20991.4370 - mean_absolute_error: 118.6119 - val_loss: 43024.1802 - val_mean_absolute_error: 187.5604
Epoch 2484/5000
148/148 [==============================] - 0s 61us/step - loss: 20978.4142 - mean_absolute_error: 118.5505 - val_loss: 42998.8656 - val_mean_absolute_error: 187.5001
Epoch 2485/5000
148/148 [==============================] - 0s 81us/step - loss: 20964.0200 - mean_absolute_error: 118.4974 - val_loss: 42973.0481 - val_mean_absolute_error: 187.4385
Epoch 2486/5000
148/148 [==============================] - 0s 81us/step - loss: 20949.5503 - mean_absolute_error: 118.4466 - val_loss: 42948.8617 - val_mean_absolute_error: 187.3809
Epoch 2487/5000
148/148 [==============================] - 0s 68us/step - loss: 20935.7368 - mean_absolute_error: 118.4018 - val_loss: 42924.0873 - val_mean_absolute_error: 187.3222
Epoch 2488/5000
148/148 [==============================] - 0s 81us/step - loss: 20922.4621 - mean_absolute_error: 118.3619 - val_loss: 42897.8625 - val_mean_absolute_error: 187.2599
Epoch 2489/5000
148/148 [==============================] - 0s 74us/step - loss: 20907.5189 - mean_absolute_error: 118.3172 - val_loss: 42871.6195 - val_mean_absolute_error: 187.1974
Epoch 2490/5000
148/148 [==============================] - 0s 74us/step - loss: 20893.0274 - mean_absolute_error: 118.2726 - val_loss: 42847.8628 - val_mean_absolute_error: 187.1410
Epoch 2491/5000
148/148 [==============================] - 0s 74us/step - loss: 20880.2442 - mean_absolute_error: 118.2273 - val_loss: 42823.1902 - val_mean_absolute_error: 187.0822
Epoch 2492/5000
148/148 [==============================] - 0s 68us/step - loss: 20865.9023 - mean_absolute_error: 118.1883 - val_loss: 42796.6516 - val_mean_absolute_error: 187.0194
Epoch 2493/5000
148/148 [==============================] - 0s 68us/step - loss: 20850.5819 - mean_absolute_error: 118.1552 - val_loss: 42770.0083 - val_mean_absolute_error: 186.9559
Epoch 2494/5000
148/148 [==============================] - 0s 68us/step - loss: 20835.5879 - mean_absolute_error: 118.1309 - val_loss: 42742.2244 - val_mean_absolute_error: 186.8896
Epoch 2495/5000
148/148 [==============================] - 0s 68us/step - loss: 20820.3403 - mean_absolute_error: 118.0981 - val_loss: 42713.8906 - val_mean_absolute_error: 186.8219
Epoch 2496/5000
148/148 [==============================] - 0s 81us/step - loss: 20804.9186 - mean_absolute_error: 118.0585 - val_loss: 42687.7513 - val_mean_absolute_error: 186.7595
Epoch 2497/5000
148/148 [==============================] - 0s 68us/step - loss: 20790.8847 - mean_absolute_error: 118.0197 - val_loss: 42660.2773 - val_mean_absolute_error: 186.6940
Epoch 2498/5000
148/148 [==============================] - 0s 74us/step - loss: 20781.7241 - mean_absolute_error: 118.0355 - val_loss: 42629.3938 - val_mean_absolute_error: 186.6214
Epoch 2499/5000
148/148 [==============================] - 0s 68us/step - loss: 20758.6462 - mean_absolute_error: 118.0159 - val_loss: 42600.0809 - val_mean_absolute_error: 186.5518
Epoch 2500/5000
148/148 [==============================] - 0s 68us/step - loss: 20748.9381 - mean_absolute_error: 118.0280 - val_loss: 42572.2209 - val_mean_absolute_error: 186.4856
Epoch 2501/5000
148/148 [==============================] - 0s 74us/step - loss: 20732.1420 - mean_absolute_error: 117.9890 - val_loss: 42545.4739 - val_mean_absolute_error: 186.4218
Epoch 2502/5000
148/148 [==============================] - 0s 68us/step - loss: 20717.1589 - mean_absolute_error: 117.9533 - val_loss: 42519.0837 - val_mean_absolute_error: 186.3588
Epoch 2503/5000
148/148 [==============================] - 0s 68us/step - loss: 20704.3798 - mean_absolute_error: 117.9609 - val_loss: 42489.0539 - val_mean_absolute_error: 186.2881
Epoch 2504/5000
148/148 [==============================] - 0s 68us/step - loss: 20694.8315 - mean_absolute_error: 117.9944 - val_loss: 42460.3342 - val_mean_absolute_error: 186.2198
Epoch 2505/5000
148/148 [==============================] - 0s 74us/step - loss: 20677.7566 - mean_absolute_error: 117.9645 - val_loss: 42432.9783 - val_mean_absolute_error: 186.1543
Epoch 2506/5000
148/148 [==============================] - 0s 74us/step - loss: 20663.3997 - mean_absolute_error: 117.9203 - val_loss: 42406.2867 - val_mean_absolute_error: 186.0901
Epoch 2507/5000
148/148 [==============================] - 0s 74us/step - loss: 20648.2685 - mean_absolute_error: 117.8691 - val_loss: 42379.0028 - val_mean_absolute_error: 186.0245
Epoch 2508/5000
148/148 [==============================] - 0s 68us/step - loss: 20633.4068 - mean_absolute_error: 117.8127 - val_loss: 42353.1606 - val_mean_absolute_error: 185.9623
Epoch 2509/5000
148/148 [==============================] - 0s 74us/step - loss: 20618.0395 - mean_absolute_error: 117.7634 - val_loss: 42325.9191 - val_mean_absolute_error: 185.8966
Epoch 2510/5000
148/148 [==============================] - 0s 61us/step - loss: 20602.2591 - mean_absolute_error: 117.7104 - val_loss: 42298.1211 - val_mean_absolute_error: 185.8295
Epoch 2511/5000
148/148 [==============================] - 0s 61us/step - loss: 20586.8412 - mean_absolute_error: 117.6565 - val_loss: 42271.2358 - val_mean_absolute_error: 185.7647
Epoch 2512/5000
148/148 [==============================] - 0s 74us/step - loss: 20571.8923 - mean_absolute_error: 117.6057 - val_loss: 42244.8680 - val_mean_absolute_error: 185.7010
Epoch 2513/5000
148/148 [==============================] - 0s 68us/step - loss: 20557.4938 - mean_absolute_error: 117.5544 - val_loss: 42219.4323 - val_mean_absolute_error: 185.6394
Epoch 2514/5000
148/148 [==============================] - 0s 61us/step - loss: 20541.7369 - mean_absolute_error: 117.4990 - val_loss: 42193.6953 - val_mean_absolute_error: 185.5771
Epoch 2515/5000
148/148 [==============================] - 0s 68us/step - loss: 20527.4667 - mean_absolute_error: 117.4530 - val_loss: 42168.7459 - val_mean_absolute_error: 185.5168
Epoch 2516/5000
148/148 [==============================] - 0s 68us/step - loss: 20512.6602 - mean_absolute_error: 117.4055 - val_loss: 42143.7487 - val_mean_absolute_error: 185.4563
Epoch 2517/5000
148/148 [==============================] - 0s 68us/step - loss: 20497.6716 - mean_absolute_error: 117.3534 - val_loss: 42119.8142 - val_mean_absolute_error: 185.3981
Epoch 2518/5000
148/148 [==============================] - 0s 74us/step - loss: 20483.9174 - mean_absolute_error: 117.3044 - val_loss: 42096.0059 - val_mean_absolute_error: 185.3401
Epoch 2519/5000
148/148 [==============================] - 0s 68us/step - loss: 20469.3707 - mean_absolute_error: 117.2325 - val_loss: 42073.6377 - val_mean_absolute_error: 185.2855
Epoch 2520/5000
148/148 [==============================] - 0s 61us/step - loss: 20457.4375 - mean_absolute_error: 117.1787 - val_loss: 42049.9608 - val_mean_absolute_error: 185.2277
Epoch 2521/5000
148/148 [==============================] - 0s 74us/step - loss: 20440.1660 - mean_absolute_error: 117.1073 - val_loss: 42025.1434 - val_mean_absolute_error: 185.1675
Epoch 2522/5000
148/148 [==============================] - 0s 68us/step - loss: 20427.0928 - mean_absolute_error: 117.0585 - val_loss: 42001.0508 - val_mean_absolute_error: 185.1089
Epoch 2523/5000
148/148 [==============================] - 0s 68us/step - loss: 20411.4645 - mean_absolute_error: 117.0042 - val_loss: 41975.5469 - val_mean_absolute_error: 185.0470
Epoch 2524/5000
148/148 [==============================] - 0s 74us/step - loss: 20396.3942 - mean_absolute_error: 116.9565 - val_loss: 41950.3438 - val_mean_absolute_error: 184.9858
Epoch 2525/5000
148/148 [==============================] - 0s 68us/step - loss: 20382.2507 - mean_absolute_error: 116.8980 - val_loss: 41926.0584 - val_mean_absolute_error: 184.9268
Epoch 2526/5000
148/148 [==============================] - 0s 61us/step - loss: 20368.2561 - mean_absolute_error: 116.8416 - val_loss: 41901.2202 - val_mean_absolute_error: 184.8663
Epoch 2527/5000
148/148 [==============================] - 0s 68us/step - loss: 20353.2636 - mean_absolute_error: 116.7942 - val_loss: 41875.2162 - val_mean_absolute_error: 184.8031
Epoch 2528/5000
148/148 [==============================] - 0s 81us/step - loss: 20337.9740 - mean_absolute_error: 116.7363 - val_loss: 41850.7470 - val_mean_absolute_error: 184.7435
Epoch 2529/5000
148/148 [==============================] - 0s 74us/step - loss: 20323.4345 - mean_absolute_error: 116.6862 - val_loss: 41823.9964 - val_mean_absolute_error: 184.6785
Epoch 2530/5000
148/148 [==============================] - 0s 61us/step - loss: 20308.0489 - mean_absolute_error: 116.6352 - val_loss: 41797.4902 - val_mean_absolute_error: 184.6141
Epoch 2531/5000
148/148 [==============================] - 0s 74us/step - loss: 20293.8162 - mean_absolute_error: 116.5878 - val_loss: 41771.6273 - val_mean_absolute_error: 184.5510
Epoch 2532/5000
148/148 [==============================] - 0s 74us/step - loss: 20278.4188 - mean_absolute_error: 116.5438 - val_loss: 41746.6927 - val_mean_absolute_error: 184.4901
Epoch 2533/5000
148/148 [==============================] - 0s 74us/step - loss: 20264.6289 - mean_absolute_error: 116.5035 - val_loss: 41721.3195 - val_mean_absolute_error: 184.4282
Epoch 2534/5000
148/148 [==============================] - 0s 68us/step - loss: 20249.7671 - mean_absolute_error: 116.4567 - val_loss: 41696.5017 - val_mean_absolute_error: 184.3676
Epoch 2535/5000
148/148 [==============================] - 0s 74us/step - loss: 20236.6639 - mean_absolute_error: 116.4114 - val_loss: 41672.4836 - val_mean_absolute_error: 184.3089
Epoch 2536/5000
148/148 [==============================] - 0s 68us/step - loss: 20221.6430 - mean_absolute_error: 116.3596 - val_loss: 41647.6636 - val_mean_absolute_error: 184.2484
Epoch 2537/5000
148/148 [==============================] - 0s 68us/step - loss: 20208.3308 - mean_absolute_error: 116.3173 - val_loss: 41622.8014 - val_mean_absolute_error: 184.1877
Epoch 2538/5000
148/148 [==============================] - 0s 61us/step - loss: 20193.7229 - mean_absolute_error: 116.2735 - val_loss: 41598.9091 - val_mean_absolute_error: 184.1296
Epoch 2539/5000
148/148 [==============================] - 0s 68us/step - loss: 20180.3889 - mean_absolute_error: 116.2346 - val_loss: 41574.1612 - val_mean_absolute_error: 184.0693
Epoch 2540/5000
148/148 [==============================] - 0s 74us/step - loss: 20166.4323 - mean_absolute_error: 116.2002 - val_loss: 41548.4798 - val_mean_absolute_error: 184.0067
Epoch 2541/5000
148/148 [==============================] - 0s 74us/step - loss: 20151.9646 - mean_absolute_error: 116.1619 - val_loss: 41521.9291 - val_mean_absolute_error: 183.9418
Epoch 2542/5000
148/148 [==============================] - 0s 74us/step - loss: 20137.4083 - mean_absolute_error: 116.1156 - val_loss: 41496.2703 - val_mean_absolute_error: 183.8790
Epoch 2543/5000
148/148 [==============================] - 0s 74us/step - loss: 20122.3949 - mean_absolute_error: 116.0583 - val_loss: 41469.8417 - val_mean_absolute_error: 183.8142
Epoch 2544/5000
148/148 [==============================] - 0s 81us/step - loss: 20108.4196 - mean_absolute_error: 115.9986 - val_loss: 41444.8892 - val_mean_absolute_error: 183.7529
Epoch 2545/5000
148/148 [==============================] - 0s 74us/step - loss: 20094.2707 - mean_absolute_error: 115.9491 - val_loss: 41419.5517 - val_mean_absolute_error: 183.6911
Epoch 2546/5000
148/148 [==============================] - 0s 74us/step - loss: 20080.6753 - mean_absolute_error: 115.9110 - val_loss: 41394.0188 - val_mean_absolute_error: 183.6287
Epoch 2547/5000
148/148 [==============================] - 0s 74us/step - loss: 20067.8773 - mean_absolute_error: 115.8625 - val_loss: 41367.7078 - val_mean_absolute_error: 183.5640
Epoch 2548/5000
148/148 [==============================] - 0s 68us/step - loss: 20055.3292 - mean_absolute_error: 115.8511 - val_loss: 41338.3522 - val_mean_absolute_error: 183.4932
Epoch 2549/5000
148/148 [==============================] - 0s 68us/step - loss: 20038.2876 - mean_absolute_error: 115.8417 - val_loss: 41311.2773 - val_mean_absolute_error: 183.4272
Epoch 2550/5000
148/148 [==============================] - 0s 74us/step - loss: 20025.0376 - mean_absolute_error: 115.8309 - val_loss: 41284.7644 - val_mean_absolute_error: 183.3624
Epoch 2551/5000
148/148 [==============================] - 0s 74us/step - loss: 20010.9230 - mean_absolute_error: 115.8031 - val_loss: 41260.2917 - val_mean_absolute_error: 183.3024
Epoch 2552/5000
148/148 [==============================] - 0s 68us/step - loss: 19996.3933 - mean_absolute_error: 115.7671 - val_loss: 41235.1898 - val_mean_absolute_error: 183.2407
Epoch 2553/5000
148/148 [==============================] - 0s 68us/step - loss: 19982.6201 - mean_absolute_error: 115.7239 - val_loss: 41210.3958 - val_mean_absolute_error: 183.1795
Epoch 2554/5000
148/148 [==============================] - 0s 81us/step - loss: 19968.9352 - mean_absolute_error: 115.6721 - val_loss: 41186.9884 - val_mean_absolute_error: 183.1218
Epoch 2555/5000
148/148 [==============================] - 0s 68us/step - loss: 19956.2070 - mean_absolute_error: 115.6267 - val_loss: 41164.4681 - val_mean_absolute_error: 183.0662
Epoch 2556/5000
148/148 [==============================] - 0s 74us/step - loss: 19942.7120 - mean_absolute_error: 115.5821 - val_loss: 41141.3675 - val_mean_absolute_error: 183.0091
Epoch 2557/5000
148/148 [==============================] - 0s 68us/step - loss: 19928.7607 - mean_absolute_error: 115.5322 - val_loss: 41118.3908 - val_mean_absolute_error: 182.9521
Epoch 2558/5000
148/148 [==============================] - 0s 81us/step - loss: 19916.2067 - mean_absolute_error: 115.4829 - val_loss: 41094.6019 - val_mean_absolute_error: 182.8927
Epoch 2559/5000
148/148 [==============================] - 0s 74us/step - loss: 19903.5735 - mean_absolute_error: 115.4245 - val_loss: 41071.4520 - val_mean_absolute_error: 182.8349
Epoch 2560/5000
148/148 [==============================] - 0s 68us/step - loss: 19888.6938 - mean_absolute_error: 115.3688 - val_loss: 41046.1145 - val_mean_absolute_error: 182.7722
Epoch 2561/5000
148/148 [==============================] - 0s 68us/step - loss: 19876.9404 - mean_absolute_error: 115.3497 - val_loss: 41021.6714 - val_mean_absolute_error: 182.7121
Epoch 2562/5000
148/148 [==============================] - 0s 81us/step - loss: 19861.0224 - mean_absolute_error: 115.3267 - val_loss: 40997.6097 - val_mean_absolute_error: 182.6528
Epoch 2563/5000
148/148 [==============================] - 0s 74us/step - loss: 19847.1349 - mean_absolute_error: 115.3024 - val_loss: 40973.8959 - val_mean_absolute_error: 182.5945
Epoch 2564/5000
148/148 [==============================] - 0s 68us/step - loss: 19834.4211 - mean_absolute_error: 115.2752 - val_loss: 40948.5080 - val_mean_absolute_error: 182.5320
Epoch 2565/5000
148/148 [==============================] - 0s 74us/step - loss: 19820.9315 - mean_absolute_error: 115.2451 - val_loss: 40924.3109 - val_mean_absolute_error: 182.4728
Epoch 2566/5000
148/148 [==============================] - 0s 74us/step - loss: 19808.0234 - mean_absolute_error: 115.2029 - val_loss: 40901.5397 - val_mean_absolute_error: 182.4162
Epoch 2567/5000
148/148 [==============================] - 0s 68us/step - loss: 19794.9820 - mean_absolute_error: 115.1537 - val_loss: 40877.7780 - val_mean_absolute_error: 182.3571
Epoch 2568/5000
148/148 [==============================] - 0s 74us/step - loss: 19781.8042 - mean_absolute_error: 115.1126 - val_loss: 40852.6277 - val_mean_absolute_error: 182.2948
Epoch 2569/5000
148/148 [==============================] - 0s 74us/step - loss: 19767.6506 - mean_absolute_error: 115.0688 - val_loss: 40828.5203 - val_mean_absolute_error: 182.2346
Epoch 2570/5000
148/148 [==============================] - 0s 81us/step - loss: 19755.2827 - mean_absolute_error: 115.0304 - val_loss: 40804.8119 - val_mean_absolute_error: 182.1750
Epoch 2571/5000
148/148 [==============================] - 0s 68us/step - loss: 19741.0776 - mean_absolute_error: 114.9771 - val_loss: 40782.4786 - val_mean_absolute_error: 182.1189
Epoch 2572/5000
148/148 [==============================] - 0s 74us/step - loss: 19728.1101 - mean_absolute_error: 114.9251 - val_loss: 40757.9997 - val_mean_absolute_error: 182.0577
Epoch 2573/5000
148/148 [==============================] - 0s 68us/step - loss: 19713.8753 - mean_absolute_error: 114.8788 - val_loss: 40732.8014 - val_mean_absolute_error: 181.9950
Epoch 2574/5000
148/148 [==============================] - 0s 74us/step - loss: 19699.7289 - mean_absolute_error: 114.8304 - val_loss: 40707.3883 - val_mean_absolute_error: 181.9315
Epoch 2575/5000
148/148 [==============================] - 0s 74us/step - loss: 19684.8655 - mean_absolute_error: 114.7659 - val_loss: 40682.5411 - val_mean_absolute_error: 181.8694
Epoch 2576/5000
148/148 [==============================] - 0s 88us/step - loss: 19670.8603 - mean_absolute_error: 114.7118 - val_loss: 40656.2908 - val_mean_absolute_error: 181.8041
Epoch 2577/5000
148/148 [==============================] - 0s 68us/step - loss: 19655.8801 - mean_absolute_error: 114.6612 - val_loss: 40630.4212 - val_mean_absolute_error: 181.7398
Epoch 2578/5000
148/148 [==============================] - 0s 68us/step - loss: 19643.1739 - mean_absolute_error: 114.6159 - val_loss: 40605.8631 - val_mean_absolute_error: 181.6791
Epoch 2579/5000
148/148 [==============================] - 0s 68us/step - loss: 19628.2308 - mean_absolute_error: 114.5580 - val_loss: 40580.8759 - val_mean_absolute_error: 181.6176
Epoch 2580/5000
148/148 [==============================] - 0s 74us/step - loss: 19614.4234 - mean_absolute_error: 114.5146 - val_loss: 40555.4833 - val_mean_absolute_error: 181.5547
Epoch 2581/5000
148/148 [==============================] - 0s 74us/step - loss: 19600.6086 - mean_absolute_error: 114.4712 - val_loss: 40529.5884 - val_mean_absolute_error: 181.4903
Epoch 2582/5000
148/148 [==============================] - 0s 81us/step - loss: 19586.5504 - mean_absolute_error: 114.4284 - val_loss: 40503.0833 - val_mean_absolute_error: 181.4243
Epoch 2583/5000
148/148 [==============================] - 0s 68us/step - loss: 19572.6498 - mean_absolute_error: 114.3839 - val_loss: 40477.8258 - val_mean_absolute_error: 181.3609
Epoch 2584/5000
148/148 [==============================] - 0s 74us/step - loss: 19557.9812 - mean_absolute_error: 114.3422 - val_loss: 40451.7119 - val_mean_absolute_error: 181.2957
Epoch 2585/5000
148/148 [==============================] - 0s 68us/step - loss: 19543.5272 - mean_absolute_error: 114.3020 - val_loss: 40425.3925 - val_mean_absolute_error: 181.2298
Epoch 2586/5000
148/148 [==============================] - 0s 68us/step - loss: 19529.4174 - mean_absolute_error: 114.2627 - val_loss: 40399.7069 - val_mean_absolute_error: 181.1651
Epoch 2587/5000
148/148 [==============================] - 0s 74us/step - loss: 19516.6575 - mean_absolute_error: 114.2207 - val_loss: 40374.2012 - val_mean_absolute_error: 181.1013
Epoch 2588/5000
148/148 [==============================] - 0s 68us/step - loss: 19501.9253 - mean_absolute_error: 114.1747 - val_loss: 40349.8866 - val_mean_absolute_error: 181.0406
Epoch 2589/5000
148/148 [==============================] - 0s 74us/step - loss: 19488.6379 - mean_absolute_error: 114.1320 - val_loss: 40327.6103 - val_mean_absolute_error: 180.9847
Epoch 2590/5000
148/148 [==============================] - 0s 74us/step - loss: 19475.5513 - mean_absolute_error: 114.0819 - val_loss: 40303.1839 - val_mean_absolute_error: 180.9236
Epoch 2591/5000
148/148 [==============================] - 0s 68us/step - loss: 19461.3379 - mean_absolute_error: 114.0316 - val_loss: 40276.5305 - val_mean_absolute_error: 180.8570
Epoch 2592/5000
148/148 [==============================] - 0s 68us/step - loss: 19447.6462 - mean_absolute_error: 113.9911 - val_loss: 40250.8467 - val_mean_absolute_error: 180.7924
Epoch 2593/5000
148/148 [==============================] - 0s 74us/step - loss: 19433.6352 - mean_absolute_error: 113.9509 - val_loss: 40225.1331 - val_mean_absolute_error: 180.7278
Epoch 2594/5000
148/148 [==============================] - 0s 68us/step - loss: 19419.1124 - mean_absolute_error: 113.9053 - val_loss: 40201.9034 - val_mean_absolute_error: 180.6693
Epoch 2595/5000
148/148 [==============================] - 0s 74us/step - loss: 19407.5571 - mean_absolute_error: 113.8749 - val_loss: 40178.5889 - val_mean_absolute_error: 180.6109
Epoch 2596/5000
148/148 [==============================] - 0s 74us/step - loss: 19392.8858 - mean_absolute_error: 113.8437 - val_loss: 40156.2264 - val_mean_absolute_error: 180.5547
Epoch 2597/5000
148/148 [==============================] - 0s 74us/step - loss: 19381.0387 - mean_absolute_error: 113.8048 - val_loss: 40133.6966 - val_mean_absolute_error: 180.4979
Epoch 2598/5000
148/148 [==============================] - 0s 74us/step - loss: 19367.2850 - mean_absolute_error: 113.7546 - val_loss: 40110.7519 - val_mean_absolute_error: 180.4398
Epoch 2599/5000
148/148 [==============================] - 0s 74us/step - loss: 19354.5567 - mean_absolute_error: 113.7055 - val_loss: 40090.3853 - val_mean_absolute_error: 180.3878
Epoch 2600/5000
148/148 [==============================] - 0s 74us/step - loss: 19342.2612 - mean_absolute_error: 113.6462 - val_loss: 40067.8847 - val_mean_absolute_error: 180.3309
Epoch 2601/5000
148/148 [==============================] - 0s 61us/step - loss: 19328.3725 - mean_absolute_error: 113.5931 - val_loss: 40044.3633 - val_mean_absolute_error: 180.2718
Epoch 2602/5000
148/148 [==============================] - 0s 68us/step - loss: 19314.9142 - mean_absolute_error: 113.5545 - val_loss: 40019.8909 - val_mean_absolute_error: 180.2101
Epoch 2603/5000
148/148 [==============================] - 0s 81us/step - loss: 19302.0089 - mean_absolute_error: 113.5141 - val_loss: 39994.4591 - val_mean_absolute_error: 180.1459
Epoch 2604/5000
148/148 [==============================] - 0s 74us/step - loss: 19285.9174 - mean_absolute_error: 113.5266 - val_loss: 39963.4627 - val_mean_absolute_error: 180.0697
Epoch 2605/5000
148/148 [==============================] - 0s 74us/step - loss: 19272.5458 - mean_absolute_error: 113.5267 - val_loss: 39933.5466 - val_mean_absolute_error: 179.9956
Epoch 2606/5000
148/148 [==============================] - 0s 61us/step - loss: 19254.5294 - mean_absolute_error: 113.5230 - val_loss: 39904.7947 - val_mean_absolute_error: 179.9240
Epoch 2607/5000
148/148 [==============================] - 0s 74us/step - loss: 19240.1331 - mean_absolute_error: 113.5111 - val_loss: 39875.9931 - val_mean_absolute_error: 179.8521
Epoch 2608/5000
148/148 [==============================] - 0s 74us/step - loss: 19228.1405 - mean_absolute_error: 113.5040 - val_loss: 39847.7462 - val_mean_absolute_error: 179.7815
Epoch 2609/5000
148/148 [==============================] - 0s 81us/step - loss: 19211.4379 - mean_absolute_error: 113.4616 - val_loss: 39819.3169 - val_mean_absolute_error: 179.7099
Epoch 2610/5000
148/148 [==============================] - 0s 74us/step - loss: 19196.6320 - mean_absolute_error: 113.4251 - val_loss: 39792.3073 - val_mean_absolute_error: 179.6417
Epoch 2611/5000
148/148 [==============================] - 0s 68us/step - loss: 19182.6571 - mean_absolute_error: 113.3893 - val_loss: 39765.9700 - val_mean_absolute_error: 179.5755
Epoch 2612/5000
148/148 [==============================] - 0s 74us/step - loss: 19168.6222 - mean_absolute_error: 113.3946 - val_loss: 39737.9919 - val_mean_absolute_error: 179.5066
Epoch 2613/5000
148/148 [==============================] - 0s 74us/step - loss: 19157.4073 - mean_absolute_error: 113.4025 - val_loss: 39712.7477 - val_mean_absolute_error: 179.4437
Epoch 2614/5000
148/148 [==============================] - 0s 81us/step - loss: 19144.9267 - mean_absolute_error: 113.3856 - val_loss: 39688.6078 - val_mean_absolute_error: 179.3830
Epoch 2615/5000
148/148 [==============================] - 0s 68us/step - loss: 19132.4947 - mean_absolute_error: 113.3541 - val_loss: 39663.4066 - val_mean_absolute_error: 179.3193
Epoch 2616/5000
148/148 [==============================] - 0s 74us/step - loss: 19118.9654 - mean_absolute_error: 113.3099 - val_loss: 39638.4178 - val_mean_absolute_error: 179.2558
Epoch 2617/5000
148/148 [==============================] - 0s 81us/step - loss: 19105.4166 - mean_absolute_error: 113.2596 - val_loss: 39612.7156 - val_mean_absolute_error: 179.1903
Epoch 2618/5000
148/148 [==============================] - 0s 68us/step - loss: 19090.4542 - mean_absolute_error: 113.2069 - val_loss: 39588.9089 - val_mean_absolute_error: 179.1290
Epoch 2619/5000
148/148 [==============================] - 0s 68us/step - loss: 19076.8887 - mean_absolute_error: 113.1514 - val_loss: 39565.9142 - val_mean_absolute_error: 179.0693
Epoch 2620/5000
148/148 [==============================] - 0s 74us/step - loss: 19065.5597 - mean_absolute_error: 113.0905 - val_loss: 39542.7297 - val_mean_absolute_error: 179.0091
Epoch 2621/5000
148/148 [==============================] - 0s 74us/step - loss: 19050.3309 - mean_absolute_error: 113.0343 - val_loss: 39519.4450 - val_mean_absolute_error: 178.9490
Epoch 2622/5000
148/148 [==============================] - 0s 81us/step - loss: 19036.3903 - mean_absolute_error: 112.9852 - val_loss: 39496.1303 - val_mean_absolute_error: 178.8890
Epoch 2623/5000
148/148 [==============================] - 0s 68us/step - loss: 19023.5679 - mean_absolute_error: 112.9378 - val_loss: 39472.3177 - val_mean_absolute_error: 178.8280
Epoch 2624/5000
148/148 [==============================] - 0s 81us/step - loss: 19011.9490 - mean_absolute_error: 112.8978 - val_loss: 39447.9512 - val_mean_absolute_error: 178.7653
Epoch 2625/5000
148/148 [==============================] - 0s 68us/step - loss: 18998.1291 - mean_absolute_error: 112.8490 - val_loss: 39422.9633 - val_mean_absolute_error: 178.7009
Epoch 2626/5000
148/148 [==============================] - 0s 74us/step - loss: 18983.1852 - mean_absolute_error: 112.8016 - val_loss: 39399.0427 - val_mean_absolute_error: 178.6392
Epoch 2627/5000
148/148 [==============================] - 0s 81us/step - loss: 18971.1182 - mean_absolute_error: 112.7570 - val_loss: 39374.6752 - val_mean_absolute_error: 178.5765
Epoch 2628/5000
148/148 [==============================] - 0s 74us/step - loss: 18956.3781 - mean_absolute_error: 112.7059 - val_loss: 39348.9437 - val_mean_absolute_error: 178.5106
Epoch 2629/5000
148/148 [==============================] - 0s 68us/step - loss: 18942.5396 - mean_absolute_error: 112.6605 - val_loss: 39322.3120 - val_mean_absolute_error: 178.4424
Epoch 2630/5000
148/148 [==============================] - 0s 74us/step - loss: 18928.4239 - mean_absolute_error: 112.6182 - val_loss: 39297.3825 - val_mean_absolute_error: 178.3786
Epoch 2631/5000
148/148 [==============================] - 0s 74us/step - loss: 18914.5550 - mean_absolute_error: 112.5770 - val_loss: 39273.3614 - val_mean_absolute_error: 178.3172
Epoch 2632/5000
148/148 [==============================] - 0s 81us/step - loss: 18901.2552 - mean_absolute_error: 112.5384 - val_loss: 39248.6575 - val_mean_absolute_error: 178.2540
Epoch 2633/5000
148/148 [==============================] - 0s 68us/step - loss: 18888.0562 - mean_absolute_error: 112.4964 - val_loss: 39223.5875 - val_mean_absolute_error: 178.1898
Epoch 2634/5000
148/148 [==============================] - 0s 68us/step - loss: 18873.8627 - mean_absolute_error: 112.4556 - val_loss: 39199.7280 - val_mean_absolute_error: 178.1288
Epoch 2635/5000
148/148 [==============================] - 0s 68us/step - loss: 18861.8251 - mean_absolute_error: 112.4196 - val_loss: 39175.6223 - val_mean_absolute_error: 178.0675
Epoch 2636/5000
148/148 [==============================] - 0s 61us/step - loss: 18844.4916 - mean_absolute_error: 112.4177 - val_loss: 39147.5767 - val_mean_absolute_error: 177.9983
Epoch 2637/5000
148/148 [==============================] - 0s 68us/step - loss: 18840.4102 - mean_absolute_error: 112.4802 - val_loss: 39118.5711 - val_mean_absolute_error: 177.9271
Epoch 2638/5000
148/148 [==============================] - 0s 68us/step - loss: 18827.2252 - mean_absolute_error: 112.5206 - val_loss: 39092.5447 - val_mean_absolute_error: 177.8619
Epoch 2639/5000
148/148 [==============================] - 0s 68us/step - loss: 18815.8116 - mean_absolute_error: 112.5320 - val_loss: 39067.7658 - val_mean_absolute_error: 177.7992
Epoch 2640/5000
148/148 [==============================] - 0s 74us/step - loss: 18804.7348 - mean_absolute_error: 112.5186 - val_loss: 39045.1303 - val_mean_absolute_error: 177.7414
Epoch 2641/5000
148/148 [==============================] - 0s 81us/step - loss: 18793.1550 - mean_absolute_error: 112.4894 - val_loss: 39021.0413 - val_mean_absolute_error: 177.6794
Epoch 2642/5000
148/148 [==============================] - 0s 68us/step - loss: 18780.0977 - mean_absolute_error: 112.4499 - val_loss: 38996.3252 - val_mean_absolute_error: 177.6159
Epoch 2643/5000
148/148 [==============================] - 0s 68us/step - loss: 18766.2706 - mean_absolute_error: 112.4046 - val_loss: 38972.5661 - val_mean_absolute_error: 177.5547
Epoch 2644/5000
148/148 [==============================] - 0s 74us/step - loss: 18752.8120 - mean_absolute_error: 112.3588 - val_loss: 38947.9314 - val_mean_absolute_error: 177.4911
Epoch 2645/5000
148/148 [==============================] - 0s 81us/step - loss: 18739.2039 - mean_absolute_error: 112.3126 - val_loss: 38924.3048 - val_mean_absolute_error: 177.4299
Epoch 2646/5000
148/148 [==============================] - 0s 74us/step - loss: 18726.0198 - mean_absolute_error: 112.2648 - val_loss: 38900.9477 - val_mean_absolute_error: 177.3696
Epoch 2647/5000
148/148 [==============================] - 0s 74us/step - loss: 18716.5917 - mean_absolute_error: 112.2534 - val_loss: 38876.8091 - val_mean_absolute_error: 177.3078
Epoch 2648/5000
148/148 [==============================] - 0s 74us/step - loss: 18701.7231 - mean_absolute_error: 112.2448 - val_loss: 38853.1227 - val_mean_absolute_error: 177.2468
Epoch 2649/5000
148/148 [==============================] - 0s 81us/step - loss: 18690.0373 - mean_absolute_error: 112.2266 - val_loss: 38829.7753 - val_mean_absolute_error: 177.1859
Epoch 2650/5000
148/148 [==============================] - 0s 74us/step - loss: 18678.6167 - mean_absolute_error: 112.2020 - val_loss: 38806.8642 - val_mean_absolute_error: 177.1261
Epoch 2651/5000
148/148 [==============================] - 0s 68us/step - loss: 18664.8821 - mean_absolute_error: 112.1624 - val_loss: 38783.4780 - val_mean_absolute_error: 177.0654
Epoch 2652/5000
148/148 [==============================] - 0s 68us/step - loss: 18651.5793 - mean_absolute_error: 112.1063 - val_loss: 38761.0656 - val_mean_absolute_error: 177.0071
Epoch 2653/5000
148/148 [==============================] - 0s 81us/step - loss: 18637.6329 - mean_absolute_error: 112.0456 - val_loss: 38740.0017 - val_mean_absolute_error: 176.9522
Epoch 2654/5000
148/148 [==============================] - 0s 68us/step - loss: 18625.1922 - mean_absolute_error: 111.9847 - val_loss: 38718.6247 - val_mean_absolute_error: 176.8964
Epoch 2655/5000
148/148 [==============================] - 0s 74us/step - loss: 18611.2027 - mean_absolute_error: 111.9219 - val_loss: 38695.7172 - val_mean_absolute_error: 176.8368
Epoch 2656/5000
148/148 [==============================] - 0s 68us/step - loss: 18597.6726 - mean_absolute_error: 111.8664 - val_loss: 38671.4895 - val_mean_absolute_error: 176.7739
Epoch 2657/5000
148/148 [==============================] - 0s 68us/step - loss: 18583.7071 - mean_absolute_error: 111.8159 - val_loss: 38647.2855 - val_mean_absolute_error: 176.7113
Epoch 2658/5000
148/148 [==============================] - 0s 74us/step - loss: 18570.5063 - mean_absolute_error: 111.7916 - val_loss: 38623.6356 - val_mean_absolute_error: 176.6504
Epoch 2659/5000
148/148 [==============================] - 0s 74us/step - loss: 18558.8462 - mean_absolute_error: 111.7770 - val_loss: 38601.4295 - val_mean_absolute_error: 176.5931
Epoch 2660/5000
148/148 [==============================] - 0s 81us/step - loss: 18548.8903 - mean_absolute_error: 111.7600 - val_loss: 38580.0761 - val_mean_absolute_error: 176.5378
Epoch 2661/5000
148/148 [==============================] - 0s 74us/step - loss: 18537.1225 - mean_absolute_error: 111.7362 - val_loss: 38558.4244 - val_mean_absolute_error: 176.4815
Epoch 2662/5000
148/148 [==============================] - 0s 68us/step - loss: 18526.0208 - mean_absolute_error: 111.7028 - val_loss: 38537.5589 - val_mean_absolute_error: 176.4274
Epoch 2663/5000
148/148 [==============================] - 0s 74us/step - loss: 18513.8541 - mean_absolute_error: 111.7021 - val_loss: 38511.9055 - val_mean_absolute_error: 176.3624
Epoch 2664/5000
148/148 [==============================] - 0s 81us/step - loss: 18506.3244 - mean_absolute_error: 111.7244 - val_loss: 38487.8341 - val_mean_absolute_error: 176.3008
Epoch 2665/5000
148/148 [==============================] - 0s 68us/step - loss: 18496.1285 - mean_absolute_error: 111.7088 - val_loss: 38465.3573 - val_mean_absolute_error: 176.2423
Epoch 2666/5000
148/148 [==============================] - 0s 81us/step - loss: 18484.9553 - mean_absolute_error: 111.6755 - val_loss: 38443.1086 - val_mean_absolute_error: 176.1843
Epoch 2667/5000
148/148 [==============================] - 0s 68us/step - loss: 18475.4027 - mean_absolute_error: 111.6611 - val_loss: 38418.9323 - val_mean_absolute_error: 176.1225
Epoch 2668/5000
148/148 [==============================] - 0s 74us/step - loss: 18463.6730 - mean_absolute_error: 111.6575 - val_loss: 38395.4392 - val_mean_absolute_error: 176.0618
Epoch 2669/5000
148/148 [==============================] - 0s 74us/step - loss: 18452.8555 - mean_absolute_error: 111.6481 - val_loss: 38369.0580 - val_mean_absolute_error: 175.9946
Epoch 2670/5000
148/148 [==============================] - 0s 68us/step - loss: 18444.1407 - mean_absolute_error: 111.6526 - val_loss: 38342.5088 - val_mean_absolute_error: 175.9264
Epoch 2671/5000
148/148 [==============================] - 0s 68us/step - loss: 18434.8711 - mean_absolute_error: 111.6570 - val_loss: 38317.6673 - val_mean_absolute_error: 175.8623
Epoch 2672/5000
148/148 [==============================] - 0s 68us/step - loss: 18424.5977 - mean_absolute_error: 111.6575 - val_loss: 38294.3570 - val_mean_absolute_error: 175.8012
Epoch 2673/5000
148/148 [==============================] - 0s 74us/step - loss: 18412.8307 - mean_absolute_error: 111.6276 - val_loss: 38272.0606 - val_mean_absolute_error: 175.7426
Epoch 2674/5000
148/148 [==============================] - 0s 61us/step - loss: 18400.3335 - mean_absolute_error: 111.5871 - val_loss: 38250.8198 - val_mean_absolute_error: 175.6867
Epoch 2675/5000
148/148 [==============================] - 0s 68us/step - loss: 18387.6955 - mean_absolute_error: 111.5411 - val_loss: 38229.8227 - val_mean_absolute_error: 175.6314
Epoch 2676/5000
148/148 [==============================] - 0s 74us/step - loss: 18374.9283 - mean_absolute_error: 111.4890 - val_loss: 38208.5948 - val_mean_absolute_error: 175.5753
Epoch 2677/5000
148/148 [==============================] - 0s 74us/step - loss: 18360.2319 - mean_absolute_error: 111.4283 - val_loss: 38186.0772 - val_mean_absolute_error: 175.5160
Epoch 2678/5000
148/148 [==============================] - 0s 74us/step - loss: 18347.8249 - mean_absolute_error: 111.3607 - val_loss: 38164.6297 - val_mean_absolute_error: 175.4593
Epoch 2679/5000
148/148 [==============================] - 0s 74us/step - loss: 18331.7773 - mean_absolute_error: 111.2865 - val_loss: 38142.4625 - val_mean_absolute_error: 175.4009
Epoch 2680/5000
148/148 [==============================] - 0s 74us/step - loss: 18316.0271 - mean_absolute_error: 111.2202 - val_loss: 38119.1948 - val_mean_absolute_error: 175.3399
Epoch 2681/5000
148/148 [==============================] - 0s 68us/step - loss: 18303.5601 - mean_absolute_error: 111.1687 - val_loss: 38095.4264 - val_mean_absolute_error: 175.2780
Epoch 2682/5000
148/148 [==============================] - 0s 81us/step - loss: 18290.7736 - mean_absolute_error: 111.1290 - val_loss: 38071.1006 - val_mean_absolute_error: 175.2148
Epoch 2683/5000
148/148 [==============================] - 0s 68us/step - loss: 18276.1105 - mean_absolute_error: 111.0898 - val_loss: 38046.2750 - val_mean_absolute_error: 175.1499
Epoch 2684/5000
148/148 [==============================] - 0s 74us/step - loss: 18262.6221 - mean_absolute_error: 111.0407 - val_loss: 38023.4283 - val_mean_absolute_error: 175.0898
Epoch 2685/5000
148/148 [==============================] - 0s 68us/step - loss: 18247.2179 - mean_absolute_error: 110.9852 - val_loss: 38001.4538 - val_mean_absolute_error: 175.0319
Epoch 2686/5000
148/148 [==============================] - 0s 61us/step - loss: 18234.5848 - mean_absolute_error: 110.9315 - val_loss: 37979.9352 - val_mean_absolute_error: 174.9748
Epoch 2687/5000
148/148 [==============================] - 0s 68us/step - loss: 18221.0720 - mean_absolute_error: 110.8670 - val_loss: 37958.3316 - val_mean_absolute_error: 174.9176
Epoch 2688/5000
148/148 [==============================] - 0s 68us/step - loss: 18206.7128 - mean_absolute_error: 110.8115 - val_loss: 37937.1383 - val_mean_absolute_error: 174.8616
Epoch 2689/5000
148/148 [==============================] - 0s 74us/step - loss: 18195.0367 - mean_absolute_error: 110.7703 - val_loss: 37915.0008 - val_mean_absolute_error: 174.8034
Epoch 2690/5000
148/148 [==============================] - 0s 68us/step - loss: 18182.3152 - mean_absolute_error: 110.7281 - val_loss: 37892.3994 - val_mean_absolute_error: 174.7439
Epoch 2691/5000
148/148 [==============================] - 0s 74us/step - loss: 18169.1876 - mean_absolute_error: 110.6816 - val_loss: 37869.3667 - val_mean_absolute_error: 174.6831
Epoch 2692/5000
148/148 [==============================] - 0s 74us/step - loss: 18158.3151 - mean_absolute_error: 110.6392 - val_loss: 37847.0794 - val_mean_absolute_error: 174.6241
Epoch 2693/5000
148/148 [==============================] - 0s 68us/step - loss: 18143.4642 - mean_absolute_error: 110.5843 - val_loss: 37825.1275 - val_mean_absolute_error: 174.5663
Epoch 2694/5000
148/148 [==============================] - 0s 74us/step - loss: 18131.3545 - mean_absolute_error: 110.5443 - val_loss: 37803.5356 - val_mean_absolute_error: 174.5093
Epoch 2695/5000
148/148 [==============================] - 0s 61us/step - loss: 18120.1620 - mean_absolute_error: 110.5041 - val_loss: 37779.4586 - val_mean_absolute_error: 174.4462
Epoch 2696/5000
148/148 [==============================] - 0s 74us/step - loss: 18107.6764 - mean_absolute_error: 110.4996 - val_loss: 37753.9130 - val_mean_absolute_error: 174.3805
Epoch 2697/5000
148/148 [==============================] - 0s 61us/step - loss: 18099.2103 - mean_absolute_error: 110.5116 - val_loss: 37728.8944 - val_mean_absolute_error: 174.3150
Epoch 2698/5000
148/148 [==============================] - 0s 68us/step - loss: 18087.3021 - mean_absolute_error: 110.4855 - val_loss: 37704.9233 - val_mean_absolute_error: 174.2519
Epoch 2699/5000
148/148 [==============================] - 0s 68us/step - loss: 18075.6733 - mean_absolute_error: 110.4532 - val_loss: 37680.9141 - val_mean_absolute_error: 174.1883
Epoch 2700/5000
148/148 [==============================] - 0s 61us/step - loss: 18060.8753 - mean_absolute_error: 110.4063 - val_loss: 37656.4964 - val_mean_absolute_error: 174.1236
Epoch 2701/5000
148/148 [==============================] - 0s 74us/step - loss: 18047.4348 - mean_absolute_error: 110.3537 - val_loss: 37631.9591 - val_mean_absolute_error: 174.0586
Epoch 2702/5000
148/148 [==============================] - 0s 81us/step - loss: 18033.8842 - mean_absolute_error: 110.3052 - val_loss: 37607.9875 - val_mean_absolute_error: 173.9951
Epoch 2703/5000
148/148 [==============================] - 0s 61us/step - loss: 18020.9969 - mean_absolute_error: 110.2631 - val_loss: 37585.4194 - val_mean_absolute_error: 173.9352
Epoch 2704/5000
148/148 [==============================] - 0s 74us/step - loss: 18008.0523 - mean_absolute_error: 110.2121 - val_loss: 37561.9597 - val_mean_absolute_error: 173.8723
Epoch 2705/5000
148/148 [==============================] - 0s 68us/step - loss: 17994.4042 - mean_absolute_error: 110.1601 - val_loss: 37538.2717 - val_mean_absolute_error: 173.8090
Epoch 2706/5000
148/148 [==============================] - 0s 61us/step - loss: 17981.7970 - mean_absolute_error: 110.1119 - val_loss: 37516.1575 - val_mean_absolute_error: 173.7499
Epoch 2707/5000
148/148 [==============================] - 0s 68us/step - loss: 17968.0686 - mean_absolute_error: 110.0634 - val_loss: 37492.4267 - val_mean_absolute_error: 173.6868
Epoch 2708/5000
148/148 [==============================] - 0s 68us/step - loss: 17955.3678 - mean_absolute_error: 110.0203 - val_loss: 37469.3627 - val_mean_absolute_error: 173.6253
Epoch 2709/5000
148/148 [==============================] - 0s 61us/step - loss: 17942.0014 - mean_absolute_error: 109.9754 - val_loss: 37445.8383 - val_mean_absolute_error: 173.5626
Epoch 2710/5000
148/148 [==============================] - 0s 68us/step - loss: 17929.0282 - mean_absolute_error: 109.9281 - val_loss: 37422.6125 - val_mean_absolute_error: 173.5007
Epoch 2711/5000
148/148 [==============================] - 0s 74us/step - loss: 17916.8216 - mean_absolute_error: 109.8931 - val_loss: 37401.2991 - val_mean_absolute_error: 173.4438
Epoch 2712/5000
148/148 [==============================] - 0s 74us/step - loss: 17904.3720 - mean_absolute_error: 109.8566 - val_loss: 37380.8822 - val_mean_absolute_error: 173.3891
Epoch 2713/5000
148/148 [==============================] - 0s 74us/step - loss: 17891.0811 - mean_absolute_error: 109.8041 - val_loss: 37362.0200 - val_mean_absolute_error: 173.3377
Epoch 2714/5000
148/148 [==============================] - 0s 74us/step - loss: 17879.1620 - mean_absolute_error: 109.7474 - val_loss: 37342.8081 - val_mean_absolute_error: 173.2856
Epoch 2715/5000
148/148 [==============================] - 0s 68us/step - loss: 17868.7250 - mean_absolute_error: 109.6851 - val_loss: 37323.1441 - val_mean_absolute_error: 173.2324
Epoch 2716/5000
148/148 [==============================] - 0s 68us/step - loss: 17855.6527 - mean_absolute_error: 109.6261 - val_loss: 37300.6447 - val_mean_absolute_error: 173.1721
Epoch 2717/5000
148/148 [==============================] - 0s 68us/step - loss: 17844.2877 - mean_absolute_error: 109.5815 - val_loss: 37277.2647 - val_mean_absolute_error: 173.1094
Epoch 2718/5000
148/148 [==============================] - 0s 68us/step - loss: 17830.5726 - mean_absolute_error: 109.5323 - val_loss: 37254.3925 - val_mean_absolute_error: 173.0483
Epoch 2719/5000
148/148 [==============================] - 0s 68us/step - loss: 17817.7370 - mean_absolute_error: 109.4896 - val_loss: 37232.4031 - val_mean_absolute_error: 172.9907
Epoch 2720/5000
148/148 [==============================] - 0s 68us/step - loss: 17805.5184 - mean_absolute_error: 109.4521 - val_loss: 37210.3175 - val_mean_absolute_error: 172.9328
Epoch 2721/5000
148/148 [==============================] - 0s 61us/step - loss: 17794.0413 - mean_absolute_error: 109.4162 - val_loss: 37188.9447 - val_mean_absolute_error: 172.8766
Epoch 2722/5000
148/148 [==============================] - 0s 68us/step - loss: 17782.7805 - mean_absolute_error: 109.3784 - val_loss: 37167.6369 - val_mean_absolute_error: 172.8205
Epoch 2723/5000
148/148 [==============================] - 0s 68us/step - loss: 17770.8719 - mean_absolute_error: 109.3381 - val_loss: 37145.6997 - val_mean_absolute_error: 172.7628
Epoch 2724/5000
148/148 [==============================] - 0s 68us/step - loss: 17759.7327 - mean_absolute_error: 109.3033 - val_loss: 37123.4066 - val_mean_absolute_error: 172.7045
Epoch 2725/5000
148/148 [==============================] - 0s 68us/step - loss: 17747.7885 - mean_absolute_error: 109.2886 - val_loss: 37100.2044 - val_mean_absolute_error: 172.6443
Epoch 2726/5000
148/148 [==============================] - 0s 61us/step - loss: 17736.4906 - mean_absolute_error: 109.2918 - val_loss: 37075.4072 - val_mean_absolute_error: 172.5798
Epoch 2727/5000
148/148 [==============================] - 0s 68us/step - loss: 17723.7811 - mean_absolute_error: 109.2711 - val_loss: 37050.8980 - val_mean_absolute_error: 172.5158
Epoch 2728/5000
148/148 [==============================] - 0s 68us/step - loss: 17711.5024 - mean_absolute_error: 109.2388 - val_loss: 37027.3011 - val_mean_absolute_error: 172.4533
Epoch 2729/5000
148/148 [==============================] - 0s 74us/step - loss: 17697.3274 - mean_absolute_error: 109.1900 - val_loss: 37004.7469 - val_mean_absolute_error: 172.3936
Epoch 2730/5000
148/148 [==============================] - 0s 74us/step - loss: 17685.2612 - mean_absolute_error: 109.1504 - val_loss: 36983.4898 - val_mean_absolute_error: 172.3369
Epoch 2731/5000
148/148 [==============================] - 0s 68us/step - loss: 17673.2817 - mean_absolute_error: 109.1008 - val_loss: 36961.4747 - val_mean_absolute_error: 172.2781
Epoch 2732/5000
148/148 [==============================] - 0s 61us/step - loss: 17660.4882 - mean_absolute_error: 109.0580 - val_loss: 36938.7691 - val_mean_absolute_error: 172.2179
Epoch 2733/5000
148/148 [==============================] - 0s 74us/step - loss: 17647.7882 - mean_absolute_error: 109.0067 - val_loss: 36916.7836 - val_mean_absolute_error: 172.1592
Epoch 2734/5000
148/148 [==============================] - 0s 68us/step - loss: 17635.1652 - mean_absolute_error: 108.9522 - val_loss: 36894.8255 - val_mean_absolute_error: 172.1010
Epoch 2735/5000
148/148 [==============================] - 0s 68us/step - loss: 17623.4450 - mean_absolute_error: 108.9054 - val_loss: 36872.7566 - val_mean_absolute_error: 172.0424
Epoch 2736/5000
148/148 [==============================] - 0s 68us/step - loss: 17612.2394 - mean_absolute_error: 108.8582 - val_loss: 36853.1897 - val_mean_absolute_error: 171.9903
Epoch 2737/5000
148/148 [==============================] - 0s 74us/step - loss: 17599.9424 - mean_absolute_error: 108.8023 - val_loss: 36834.0537 - val_mean_absolute_error: 171.9391
Epoch 2738/5000
148/148 [==============================] - 0s 68us/step - loss: 17588.5363 - mean_absolute_error: 108.7501 - val_loss: 36812.3175 - val_mean_absolute_error: 171.8813
Epoch 2739/5000
148/148 [==============================] - 0s 68us/step - loss: 17576.7757 - mean_absolute_error: 108.7034 - val_loss: 36791.2780 - val_mean_absolute_error: 171.8253
Epoch 2740/5000
148/148 [==============================] - 0s 68us/step - loss: 17565.4704 - mean_absolute_error: 108.6640 - val_loss: 36768.3666 - val_mean_absolute_error: 171.7645
Epoch 2741/5000
148/148 [==============================] - 0s 68us/step - loss: 17552.7026 - mean_absolute_error: 108.6214 - val_loss: 36746.9430 - val_mean_absolute_error: 171.7072
Epoch 2742/5000
148/148 [==============================] - 0s 68us/step - loss: 17540.6536 - mean_absolute_error: 108.5775 - val_loss: 36725.9398 - val_mean_absolute_error: 171.6514
Epoch 2743/5000
148/148 [==============================] - 0s 74us/step - loss: 17529.8638 - mean_absolute_error: 108.5557 - val_loss: 36704.2750 - val_mean_absolute_error: 171.5941
Epoch 2744/5000
148/148 [==============================] - ETA: 0s - loss: 17684.8594 - mean_absolute_error: 108.266 - 0s 61us/step - loss: 17517.4327 - mean_absolute_error: 108.5288 - val_loss: 36683.6752 - val_mean_absolute_error: 171.5388
Epoch 2745/5000
148/148 [==============================] - 0s 74us/step - loss: 17505.8618 - mean_absolute_error: 108.4949 - val_loss: 36662.3220 - val_mean_absolute_error: 171.4816
Epoch 2746/5000
148/148 [==============================] - 0s 68us/step - loss: 17493.6712 - mean_absolute_error: 108.4499 - val_loss: 36641.1761 - val_mean_absolute_error: 171.4245
Epoch 2747/5000
148/148 [==============================] - 0s 68us/step - loss: 17481.9584 - mean_absolute_error: 108.4085 - val_loss: 36619.6736 - val_mean_absolute_error: 171.3670
Epoch 2748/5000
148/148 [==============================] - 0s 74us/step - loss: 17472.5467 - mean_absolute_error: 108.4067 - val_loss: 36597.3834 - val_mean_absolute_error: 171.3082
Epoch 2749/5000
148/148 [==============================] - 0s 68us/step - loss: 17459.3401 - mean_absolute_error: 108.3991 - val_loss: 36577.1022 - val_mean_absolute_error: 171.2536
Epoch 2750/5000
148/148 [==============================] - 0s 68us/step - loss: 17447.3714 - mean_absolute_error: 108.3682 - val_loss: 36555.5770 - val_mean_absolute_error: 171.1956
Epoch 2751/5000
148/148 [==============================] - 0s 68us/step - loss: 17435.7278 - mean_absolute_error: 108.3340 - val_loss: 36533.0408 - val_mean_absolute_error: 171.1349
Epoch 2752/5000
148/148 [==============================] - 0s 74us/step - loss: 17423.5426 - mean_absolute_error: 108.2917 - val_loss: 36512.7733 - val_mean_absolute_error: 171.0804
Epoch 2753/5000
148/148 [==============================] - 0s 74us/step - loss: 17412.6287 - mean_absolute_error: 108.2506 - val_loss: 36491.3828 - val_mean_absolute_error: 171.0230
Epoch 2754/5000
148/148 [==============================] - 0s 68us/step - loss: 17401.4531 - mean_absolute_error: 108.2168 - val_loss: 36469.8770 - val_mean_absolute_error: 170.9657
Epoch 2755/5000
148/148 [==============================] - 0s 74us/step - loss: 17388.8199 - mean_absolute_error: 108.1772 - val_loss: 36449.0339 - val_mean_absolute_error: 170.9102
Epoch 2756/5000
148/148 [==============================] - 0s 74us/step - loss: 17377.9431 - mean_absolute_error: 108.1449 - val_loss: 36426.9295 - val_mean_absolute_error: 170.8511
Epoch 2757/5000
148/148 [==============================] - 0s 68us/step - loss: 17366.3661 - mean_absolute_error: 108.1054 - val_loss: 36405.2039 - val_mean_absolute_error: 170.7924
Epoch 2758/5000
148/148 [==============================] - 0s 74us/step - loss: 17354.0342 - mean_absolute_error: 108.0611 - val_loss: 36383.0028 - val_mean_absolute_error: 170.7328
Epoch 2759/5000
148/148 [==============================] - 0s 68us/step - loss: 17342.3396 - mean_absolute_error: 108.0200 - val_loss: 36361.0461 - val_mean_absolute_error: 170.6740
Epoch 2760/5000
148/148 [==============================] - 0s 68us/step - loss: 17330.3552 - mean_absolute_error: 107.9783 - val_loss: 36340.4094 - val_mean_absolute_error: 170.6186
Epoch 2761/5000
148/148 [==============================] - 0s 68us/step - loss: 17319.5717 - mean_absolute_error: 107.9416 - val_loss: 36317.9408 - val_mean_absolute_error: 170.5585
Epoch 2762/5000
148/148 [==============================] - 0s 68us/step - loss: 17307.5604 - mean_absolute_error: 107.8961 - val_loss: 36295.1275 - val_mean_absolute_error: 170.4979
Epoch 2763/5000
148/148 [==============================] - 0s 68us/step - loss: 17294.9769 - mean_absolute_error: 107.8994 - val_loss: 36267.2973 - val_mean_absolute_error: 170.4259
Epoch 2764/5000
148/148 [==============================] - 0s 74us/step - loss: 17284.5175 - mean_absolute_error: 107.9068 - val_loss: 36242.4972 - val_mean_absolute_error: 170.3609
Epoch 2765/5000
148/148 [==============================] - 0s 61us/step - loss: 17274.0162 - mean_absolute_error: 107.8993 - val_loss: 36220.3109 - val_mean_absolute_error: 170.3022
Epoch 2766/5000
148/148 [==============================] - 0s 68us/step - loss: 17262.6644 - mean_absolute_error: 107.8733 - val_loss: 36197.7006 - val_mean_absolute_error: 170.2424
Epoch 2767/5000
148/148 [==============================] - 0s 74us/step - loss: 17250.9164 - mean_absolute_error: 107.8389 - val_loss: 36174.7184 - val_mean_absolute_error: 170.1820
Epoch 2768/5000
148/148 [==============================] - 0s 68us/step - loss: 17239.1300 - mean_absolute_error: 107.7986 - val_loss: 36154.8320 - val_mean_absolute_error: 170.1291
Epoch 2769/5000
148/148 [==============================] - 0s 68us/step - loss: 17228.1852 - mean_absolute_error: 107.7608 - val_loss: 36134.0495 - val_mean_absolute_error: 170.0730
Epoch 2770/5000
148/148 [==============================] - 0s 68us/step - loss: 17215.8384 - mean_absolute_error: 107.7188 - val_loss: 36112.2970 - val_mean_absolute_error: 170.0145
Epoch 2771/5000
148/148 [==============================] - 0s 81us/step - loss: 17203.9115 - mean_absolute_error: 107.6766 - val_loss: 36089.6397 - val_mean_absolute_error: 169.9531
Epoch 2772/5000
148/148 [==============================] - 0s 68us/step - loss: 17192.2122 - mean_absolute_error: 107.6247 - val_loss: 36069.4397 - val_mean_absolute_error: 169.8982
Epoch 2773/5000
148/148 [==============================] - 0s 74us/step - loss: 17181.1706 - mean_absolute_error: 107.5637 - val_loss: 36049.1492 - val_mean_absolute_error: 169.8428
Epoch 2774/5000
148/148 [==============================] - 0s 68us/step - loss: 17170.1707 - mean_absolute_error: 107.5195 - val_loss: 36028.8472 - val_mean_absolute_error: 169.7876
Epoch 2775/5000
148/148 [==============================] - 0s 74us/step - loss: 17158.1112 - mean_absolute_error: 107.4776 - val_loss: 36006.8073 - val_mean_absolute_error: 169.7285
Epoch 2776/5000
148/148 [==============================] - 0s 68us/step - loss: 17147.0562 - mean_absolute_error: 107.4464 - val_loss: 35985.0484 - val_mean_absolute_error: 169.6702
Epoch 2777/5000
148/148 [==============================] - 0s 68us/step - loss: 17135.9388 - mean_absolute_error: 107.4170 - val_loss: 35962.8344 - val_mean_absolute_error: 169.6111
Epoch 2778/5000
148/148 [==============================] - 0s 68us/step - loss: 17122.6927 - mean_absolute_error: 107.3728 - val_loss: 35939.9286 - val_mean_absolute_error: 169.5500
Epoch 2779/5000
148/148 [==============================] - 0s 74us/step - loss: 17111.7985 - mean_absolute_error: 107.3292 - val_loss: 35917.0181 - val_mean_absolute_error: 169.4887
Epoch 2780/5000
148/148 [==============================] - 0s 68us/step - loss: 17099.0131 - mean_absolute_error: 107.2823 - val_loss: 35895.3964 - val_mean_absolute_error: 169.4309
Epoch 2781/5000
148/148 [==============================] - 0s 68us/step - loss: 17086.7156 - mean_absolute_error: 107.2370 - val_loss: 35875.3111 - val_mean_absolute_error: 169.3765
Epoch 2782/5000
148/148 [==============================] - 0s 68us/step - loss: 17075.7040 - mean_absolute_error: 107.1915 - val_loss: 35853.6844 - val_mean_absolute_error: 169.3182
Epoch 2783/5000
148/148 [==============================] - 0s 61us/step - loss: 17065.6448 - mean_absolute_error: 107.1305 - val_loss: 35833.7761 - val_mean_absolute_error: 169.2647
Epoch 2784/5000
148/148 [==============================] - 0s 68us/step - loss: 17053.5988 - mean_absolute_error: 107.0857 - val_loss: 35812.2373 - val_mean_absolute_error: 169.2080
Epoch 2785/5000
148/148 [==============================] - 0s 74us/step - loss: 17042.2802 - mean_absolute_error: 107.0473 - val_loss: 35791.1470 - val_mean_absolute_error: 169.1524
Epoch 2786/5000
148/148 [==============================] - 0s 74us/step - loss: 17031.1329 - mean_absolute_error: 107.0103 - val_loss: 35770.0739 - val_mean_absolute_error: 169.0967
Epoch 2787/5000
148/148 [==============================] - 0s 68us/step - loss: 17019.4541 - mean_absolute_error: 106.9726 - val_loss: 35748.5253 - val_mean_absolute_error: 169.0397
Epoch 2788/5000
148/148 [==============================] - 0s 68us/step - loss: 17007.9512 - mean_absolute_error: 106.9330 - val_loss: 35727.3628 - val_mean_absolute_error: 168.9835
Epoch 2789/5000
148/148 [==============================] - 0s 68us/step - loss: 16995.7996 - mean_absolute_error: 106.8894 - val_loss: 35703.7661 - val_mean_absolute_error: 168.9209
Epoch 2790/5000
148/148 [==============================] - 0s 74us/step - loss: 16984.1590 - mean_absolute_error: 106.8500 - val_loss: 35681.3272 - val_mean_absolute_error: 168.8614
Epoch 2791/5000
148/148 [==============================] - 0s 74us/step - loss: 16971.2824 - mean_absolute_error: 106.8118 - val_loss: 35658.1413 - val_mean_absolute_error: 168.8000
Epoch 2792/5000
148/148 [==============================] - 0s 68us/step - loss: 16960.1975 - mean_absolute_error: 106.7749 - val_loss: 35634.2736 - val_mean_absolute_error: 168.7363
Epoch 2793/5000
148/148 [==============================] - 0s 68us/step - loss: 16946.7929 - mean_absolute_error: 106.7312 - val_loss: 35610.0830 - val_mean_absolute_error: 168.6719
Epoch 2794/5000
148/148 [==============================] - 0s 68us/step - loss: 16935.5049 - mean_absolute_error: 106.6904 - val_loss: 35586.4145 - val_mean_absolute_error: 168.6086
Epoch 2795/5000
148/148 [==============================] - 0s 61us/step - loss: 16923.0234 - mean_absolute_error: 106.6407 - val_loss: 35563.4672 - val_mean_absolute_error: 168.5468
Epoch 2796/5000
148/148 [==============================] - 0s 74us/step - loss: 16909.5376 - mean_absolute_error: 106.5915 - val_loss: 35542.5723 - val_mean_absolute_error: 168.4908
Epoch 2797/5000
148/148 [==============================] - 0s 68us/step - loss: 16898.2667 - mean_absolute_error: 106.5553 - val_loss: 35520.9313 - val_mean_absolute_error: 168.4330
Epoch 2798/5000
148/148 [==============================] - 0s 68us/step - loss: 16886.8125 - mean_absolute_error: 106.5111 - val_loss: 35500.0823 - val_mean_absolute_error: 168.3771
Epoch 2799/5000
148/148 [==============================] - 0s 74us/step - loss: 16877.6949 - mean_absolute_error: 106.4610 - val_loss: 35479.9781 - val_mean_absolute_error: 168.3229
Epoch 2800/5000
148/148 [==============================] - 0s 74us/step - loss: 16865.8697 - mean_absolute_error: 106.4053 - val_loss: 35459.3858 - val_mean_absolute_error: 168.2677
Epoch 2801/5000
148/148 [==============================] - 0s 61us/step - loss: 16854.2010 - mean_absolute_error: 106.3576 - val_loss: 35438.8311 - val_mean_absolute_error: 168.2116
Epoch 2802/5000
148/148 [==============================] - 0s 61us/step - loss: 16843.7239 - mean_absolute_error: 106.3157 - val_loss: 35417.5914 - val_mean_absolute_error: 168.1536
Epoch 2803/5000
148/148 [==============================] - 0s 68us/step - loss: 16832.8936 - mean_absolute_error: 106.2779 - val_loss: 35396.7417 - val_mean_absolute_error: 168.0969
Epoch 2804/5000
148/148 [==============================] - 0s 68us/step - loss: 16821.8388 - mean_absolute_error: 106.2537 - val_loss: 35374.3714 - val_mean_absolute_error: 168.0367
Epoch 2805/5000
148/148 [==============================] - 0s 74us/step - loss: 16810.9221 - mean_absolute_error: 106.2280 - val_loss: 35351.6016 - val_mean_absolute_error: 167.9758
Epoch 2806/5000
148/148 [==============================] - 0s 68us/step - loss: 16798.2724 - mean_absolute_error: 106.1867 - val_loss: 35329.4755 - val_mean_absolute_error: 167.9165
Epoch 2807/5000
148/148 [==============================] - 0s 68us/step - loss: 16786.9303 - mean_absolute_error: 106.1348 - val_loss: 35308.3973 - val_mean_absolute_error: 167.8597
Epoch 2808/5000
148/148 [==============================] - 0s 68us/step - loss: 16776.2056 - mean_absolute_error: 106.0803 - val_loss: 35287.0050 - val_mean_absolute_error: 167.8026
Epoch 2809/5000
148/148 [==============================] - 0s 68us/step - loss: 16763.5976 - mean_absolute_error: 106.0363 - val_loss: 35264.9597 - val_mean_absolute_error: 167.7448
Epoch 2810/5000
148/148 [==============================] - 0s 61us/step - loss: 16752.3189 - mean_absolute_error: 106.0009 - val_loss: 35241.4686 - val_mean_absolute_error: 167.6827
Epoch 2811/5000
148/148 [==============================] - 0s 74us/step - loss: 16740.7314 - mean_absolute_error: 105.9687 - val_loss: 35217.8750 - val_mean_absolute_error: 167.6207
Epoch 2812/5000
148/148 [==============================] - 0s 68us/step - loss: 16728.6341 - mean_absolute_error: 105.9420 - val_loss: 35194.5894 - val_mean_absolute_error: 167.5593
Epoch 2813/5000
148/148 [==============================] - 0s 68us/step - loss: 16716.7653 - mean_absolute_error: 105.9092 - val_loss: 35171.4139 - val_mean_absolute_error: 167.4980
Epoch 2814/5000
148/148 [==============================] - 0s 68us/step - loss: 16704.9634 - mean_absolute_error: 105.8736 - val_loss: 35150.0931 - val_mean_absolute_error: 167.4406
Epoch 2815/5000
148/148 [==============================] - 0s 74us/step - loss: 16692.9407 - mean_absolute_error: 105.8330 - val_loss: 35130.1522 - val_mean_absolute_error: 167.3869
Epoch 2816/5000
148/148 [==============================] - 0s 68us/step - loss: 16682.0946 - mean_absolute_error: 105.7877 - val_loss: 35108.4408 - val_mean_absolute_error: 167.3285
Epoch 2817/5000
148/148 [==============================] - 0s 61us/step - loss: 16670.3774 - mean_absolute_error: 105.7464 - val_loss: 35087.0397 - val_mean_absolute_error: 167.2710
Epoch 2818/5000
148/148 [==============================] - 0s 74us/step - loss: 16660.1046 - mean_absolute_error: 105.7076 - val_loss: 35066.0873 - val_mean_absolute_error: 167.2144
Epoch 2819/5000
148/148 [==============================] - 0s 61us/step - loss: 16648.5599 - mean_absolute_error: 105.6657 - val_loss: 35045.4633 - val_mean_absolute_error: 167.1590
Epoch 2820/5000
148/148 [==============================] - 0s 68us/step - loss: 16637.6196 - mean_absolute_error: 105.6290 - val_loss: 35025.1114 - val_mean_absolute_error: 167.1043
Epoch 2821/5000
148/148 [==============================] - 0s 68us/step - loss: 16626.7686 - mean_absolute_error: 105.5891 - val_loss: 35004.0942 - val_mean_absolute_error: 167.0482
Epoch 2822/5000
148/148 [==============================] - 0s 68us/step - loss: 16615.8905 - mean_absolute_error: 105.5542 - val_loss: 34983.5308 - val_mean_absolute_error: 166.9931
Epoch 2823/5000
148/148 [==============================] - 0s 74us/step - loss: 16605.0242 - mean_absolute_error: 105.5193 - val_loss: 34962.7730 - val_mean_absolute_error: 166.9375
Epoch 2824/5000
148/148 [==============================] - 0s 61us/step - loss: 16595.1610 - mean_absolute_error: 105.4890 - val_loss: 34940.5434 - val_mean_absolute_error: 166.8791
Epoch 2825/5000
148/148 [==============================] - 0s 68us/step - loss: 16579.6448 - mean_absolute_error: 105.4944 - val_loss: 34913.7384 - val_mean_absolute_error: 166.8106
Epoch 2826/5000
148/148 [==============================] - 0s 81us/step - loss: 16571.8471 - mean_absolute_error: 105.5487 - val_loss: 34886.6877 - val_mean_absolute_error: 166.7416
Epoch 2827/5000
148/148 [==============================] - 0s 61us/step - loss: 16558.9308 - mean_absolute_error: 105.5933 - val_loss: 34861.1241 - val_mean_absolute_error: 166.6748
Epoch 2828/5000
148/148 [==============================] - 0s 68us/step - loss: 16549.2602 - mean_absolute_error: 105.6204 - val_loss: 34836.5580 - val_mean_absolute_error: 166.6099
Epoch 2829/5000
148/148 [==============================] - 0s 68us/step - loss: 16541.9000 - mean_absolute_error: 105.6288 - val_loss: 34813.1120 - val_mean_absolute_error: 166.5475
Epoch 2830/5000
148/148 [==============================] - 0s 74us/step - loss: 16532.0166 - mean_absolute_error: 105.6208 - val_loss: 34790.6842 - val_mean_absolute_error: 166.4875
Epoch 2831/5000
148/148 [==============================] - 0s 74us/step - loss: 16519.3505 - mean_absolute_error: 105.5858 - val_loss: 34769.7427 - val_mean_absolute_error: 166.4311
Epoch 2832/5000
148/148 [==============================] - 0s 68us/step - loss: 16507.7576 - mean_absolute_error: 105.5394 - val_loss: 34748.2962 - val_mean_absolute_error: 166.3730
Epoch 2833/5000
148/148 [==============================] - 0s 74us/step - loss: 16496.1151 - mean_absolute_error: 105.4900 - val_loss: 34726.8755 - val_mean_absolute_error: 166.3150
Epoch 2834/5000
148/148 [==============================] - 0s 68us/step - loss: 16484.5572 - mean_absolute_error: 105.4472 - val_loss: 34704.2836 - val_mean_absolute_error: 166.2545
Epoch 2835/5000
148/148 [==============================] - 0s 61us/step - loss: 16474.6536 - mean_absolute_error: 105.3953 - val_loss: 34684.5702 - val_mean_absolute_error: 166.2018
Epoch 2836/5000
148/148 [==============================] - 0s 68us/step - loss: 16463.8765 - mean_absolute_error: 105.3595 - val_loss: 34662.7405 - val_mean_absolute_error: 166.1448
Epoch 2837/5000
148/148 [==============================] - 0s 68us/step - loss: 16450.1709 - mean_absolute_error: 105.3389 - val_loss: 34641.6586 - val_mean_absolute_error: 166.0894
Epoch 2838/5000
148/148 [==============================] - 0s 74us/step - loss: 16440.7594 - mean_absolute_error: 105.3249 - val_loss: 34618.4762 - val_mean_absolute_error: 166.0284
Epoch 2839/5000
148/148 [==============================] - 0s 68us/step - loss: 16428.5646 - mean_absolute_error: 105.2944 - val_loss: 34594.5878 - val_mean_absolute_error: 165.9649
Epoch 2840/5000
148/148 [==============================] - 0s 68us/step - loss: 16416.4434 - mean_absolute_error: 105.2559 - val_loss: 34570.6566 - val_mean_absolute_error: 165.9013
Epoch 2841/5000
148/148 [==============================] - 0s 68us/step - loss: 16403.7895 - mean_absolute_error: 105.2158 - val_loss: 34547.9805 - val_mean_absolute_error: 165.8409
Epoch 2842/5000
148/148 [==============================] - 0s 68us/step - loss: 16392.2776 - mean_absolute_error: 105.1687 - val_loss: 34527.2586 - val_mean_absolute_error: 165.7855
Epoch 2843/5000
148/148 [==============================] - 0s 68us/step - loss: 16381.9634 - mean_absolute_error: 105.1248 - val_loss: 34505.7580 - val_mean_absolute_error: 165.7280
Epoch 2844/5000
148/148 [==============================] - 0s 68us/step - loss: 16369.0475 - mean_absolute_error: 105.0752 - val_loss: 34483.6625 - val_mean_absolute_error: 165.6690
Epoch 2845/5000
148/148 [==============================] - 0s 74us/step - loss: 16358.1304 - mean_absolute_error: 105.0326 - val_loss: 34461.6959 - val_mean_absolute_error: 165.6102
Epoch 2846/5000
148/148 [==============================] - 0s 68us/step - loss: 16345.2363 - mean_absolute_error: 104.9769 - val_loss: 34440.3636 - val_mean_absolute_error: 165.5532
Epoch 2847/5000
148/148 [==============================] - 0s 61us/step - loss: 16333.9946 - mean_absolute_error: 104.9400 - val_loss: 34419.5167 - val_mean_absolute_error: 165.4973
Epoch 2848/5000
148/148 [==============================] - 0s 68us/step - loss: 16322.9859 - mean_absolute_error: 104.9056 - val_loss: 34397.3383 - val_mean_absolute_error: 165.4377
Epoch 2849/5000
148/148 [==============================] - 0s 74us/step - loss: 16311.8742 - mean_absolute_error: 104.8718 - val_loss: 34374.7487 - val_mean_absolute_error: 165.3771
Epoch 2850/5000
148/148 [==============================] - 0s 74us/step - loss: 16300.0652 - mean_absolute_error: 104.8338 - val_loss: 34352.7230 - val_mean_absolute_error: 165.3179
Epoch 2851/5000
148/148 [==============================] - 0s 68us/step - loss: 16287.9670 - mean_absolute_error: 104.7943 - val_loss: 34330.3158 - val_mean_absolute_error: 165.2577
Epoch 2852/5000
148/148 [==============================] - 0s 74us/step - loss: 16275.6858 - mean_absolute_error: 104.7443 - val_loss: 34308.8887 - val_mean_absolute_error: 165.1998
Epoch 2853/5000
148/148 [==============================] - 0s 68us/step - loss: 16264.7299 - mean_absolute_error: 104.6973 - val_loss: 34287.2588 - val_mean_absolute_error: 165.1413
Epoch 2854/5000
148/148 [==============================] - 0s 68us/step - loss: 16253.9225 - mean_absolute_error: 104.6555 - val_loss: 34266.7873 - val_mean_absolute_error: 165.0856
Epoch 2855/5000
148/148 [==============================] - 0s 74us/step - loss: 16242.9922 - mean_absolute_error: 104.6029 - val_loss: 34246.0800 - val_mean_absolute_error: 165.0285
Epoch 2856/5000
148/148 [==============================] - 0s 68us/step - loss: 16231.1928 - mean_absolute_error: 104.5379 - val_loss: 34224.7113 - val_mean_absolute_error: 164.9701
Epoch 2857/5000
148/148 [==============================] - 0s 68us/step - loss: 16218.9570 - mean_absolute_error: 104.4858 - val_loss: 34201.3542 - val_mean_absolute_error: 164.9068
Epoch 2858/5000
148/148 [==============================] - 0s 68us/step - loss: 16207.1553 - mean_absolute_error: 104.4409 - val_loss: 34179.3831 - val_mean_absolute_error: 164.8473
Epoch 2859/5000
148/148 [==============================] - 0s 68us/step - loss: 16196.3567 - mean_absolute_error: 104.4028 - val_loss: 34159.3886 - val_mean_absolute_error: 164.7924
Epoch 2860/5000
148/148 [==============================] - 0s 68us/step - loss: 16186.7341 - mean_absolute_error: 104.3595 - val_loss: 34140.4558 - val_mean_absolute_error: 164.7403
Epoch 2861/5000
148/148 [==============================] - 0s 81us/step - loss: 16175.5864 - mean_absolute_error: 104.3147 - val_loss: 34121.7613 - val_mean_absolute_error: 164.6887
Epoch 2862/5000
148/148 [==============================] - 0s 68us/step - loss: 16165.5372 - mean_absolute_error: 104.2711 - val_loss: 34102.2545 - val_mean_absolute_error: 164.6353
Epoch 2863/5000
148/148 [==============================] - 0s 68us/step - loss: 16154.8265 - mean_absolute_error: 104.2305 - val_loss: 34081.1406 - val_mean_absolute_error: 164.5779
Epoch 2864/5000
148/148 [==============================] - 0s 74us/step - loss: 16143.5963 - mean_absolute_error: 104.1912 - val_loss: 34059.5303 - val_mean_absolute_error: 164.5193
Epoch 2865/5000
148/148 [==============================] - 0s 74us/step - loss: 16133.5999 - mean_absolute_error: 104.1455 - val_loss: 34038.8542 - val_mean_absolute_error: 164.4625
Epoch 2866/5000
148/148 [==============================] - 0s 68us/step - loss: 16122.7479 - mean_absolute_error: 104.0925 - val_loss: 34017.4864 - val_mean_absolute_error: 164.4038
Epoch 2867/5000
148/148 [==============================] - 0s 74us/step - loss: 16110.6348 - mean_absolute_error: 104.0427 - val_loss: 33997.4067 - val_mean_absolute_error: 164.3487
Epoch 2868/5000
148/148 [==============================] - 0s 61us/step - loss: 16103.7705 - mean_absolute_error: 104.0039 - val_loss: 33978.8333 - val_mean_absolute_error: 164.2976
Epoch 2869/5000
148/148 [==============================] - 0s 68us/step - loss: 16091.4249 - mean_absolute_error: 103.9712 - val_loss: 33957.9336 - val_mean_absolute_error: 164.2411
Epoch 2870/5000
148/148 [==============================] - 0s 74us/step - loss: 16079.5385 - mean_absolute_error: 103.9617 - val_loss: 33938.1346 - val_mean_absolute_error: 164.1873
Epoch 2871/5000
148/148 [==============================] - 0s 74us/step - loss: 16068.9364 - mean_absolute_error: 103.9450 - val_loss: 33918.5982 - val_mean_absolute_error: 164.1343
Epoch 2872/5000
148/148 [==============================] - 0s 68us/step - loss: 16058.7977 - mean_absolute_error: 103.9248 - val_loss: 33898.6410 - val_mean_absolute_error: 164.0800
Epoch 2873/5000
148/148 [==============================] - 0s 68us/step - loss: 16047.3107 - mean_absolute_error: 103.8820 - val_loss: 33880.5549 - val_mean_absolute_error: 164.0301
Epoch 2874/5000
148/148 [==============================] - 0s 68us/step - loss: 16038.1268 - mean_absolute_error: 103.8329 - val_loss: 33863.3278 - val_mean_absolute_error: 163.9829
Epoch 2875/5000
148/148 [==============================] - 0s 68us/step - loss: 16027.0962 - mean_absolute_error: 103.7865 - val_loss: 33845.7887 - val_mean_absolute_error: 163.9351
Epoch 2876/5000
148/148 [==============================] - 0s 74us/step - loss: 16016.8720 - mean_absolute_error: 103.7460 - val_loss: 33827.2572 - val_mean_absolute_error: 163.8846
Epoch 2877/5000
148/148 [==============================] - 0s 68us/step - loss: 16007.0670 - mean_absolute_error: 103.7001 - val_loss: 33809.7872 - val_mean_absolute_error: 163.8363
Epoch 2878/5000
148/148 [==============================] - 0s 68us/step - loss: 15999.1535 - mean_absolute_error: 103.6492 - val_loss: 33790.6720 - val_mean_absolute_error: 163.7838
Epoch 2879/5000
148/148 [==============================] - 0s 68us/step - loss: 15987.7156 - mean_absolute_error: 103.5965 - val_loss: 33769.6107 - val_mean_absolute_error: 163.7264
Epoch 2880/5000
148/148 [==============================] - 0s 68us/step - loss: 15978.5911 - mean_absolute_error: 103.5612 - val_loss: 33747.7447 - val_mean_absolute_error: 163.6670
Epoch 2881/5000
148/148 [==============================] - 0s 68us/step - loss: 15966.5166 - mean_absolute_error: 103.5496 - val_loss: 33722.4105 - val_mean_absolute_error: 163.6003
Epoch 2882/5000
148/148 [==============================] - 0s 68us/step - loss: 15956.0306 - mean_absolute_error: 103.5694 - val_loss: 33699.7764 - val_mean_absolute_error: 163.5399
Epoch 2883/5000
148/148 [==============================] - 0s 68us/step - loss: 15944.3243 - mean_absolute_error: 103.5634 - val_loss: 33678.3134 - val_mean_absolute_error: 163.4822
Epoch 2884/5000
148/148 [==============================] - 0s 68us/step - loss: 15934.2728 - mean_absolute_error: 103.5655 - val_loss: 33656.4758 - val_mean_absolute_error: 163.4234
Epoch 2885/5000
148/148 [==============================] - 0s 68us/step - loss: 15922.5888 - mean_absolute_error: 103.5627 - val_loss: 33636.0065 - val_mean_absolute_error: 163.3685
Epoch 2886/5000
148/148 [==============================] - 0s 74us/step - loss: 15913.9460 - mean_absolute_error: 103.5521 - val_loss: 33616.6143 - val_mean_absolute_error: 163.3158
Epoch 2887/5000
148/148 [==============================] - 0s 68us/step - loss: 15903.7390 - mean_absolute_error: 103.5219 - val_loss: 33597.4863 - val_mean_absolute_error: 163.2632
Epoch 2888/5000
148/148 [==============================] - 0s 81us/step - loss: 15893.3510 - mean_absolute_error: 103.4872 - val_loss: 33579.5544 - val_mean_absolute_error: 163.2136
Epoch 2889/5000
148/148 [==============================] - 0s 74us/step - loss: 15885.5960 - mean_absolute_error: 103.4532 - val_loss: 33560.9587 - val_mean_absolute_error: 163.1623
Epoch 2890/5000
148/148 [==============================] - 0s 74us/step - loss: 15872.8683 - mean_absolute_error: 103.4025 - val_loss: 33541.1292 - val_mean_absolute_error: 163.1086
Epoch 2891/5000
148/148 [==============================] - 0s 68us/step - loss: 15862.9210 - mean_absolute_error: 103.3699 - val_loss: 33521.2424 - val_mean_absolute_error: 163.0547
Epoch 2892/5000
148/148 [==============================] - 0s 61us/step - loss: 15853.5449 - mean_absolute_error: 103.3198 - val_loss: 33502.2226 - val_mean_absolute_error: 163.0029
Epoch 2893/5000
148/148 [==============================] - 0s 68us/step - loss: 15841.8957 - mean_absolute_error: 103.3044 - val_loss: 33479.1868 - val_mean_absolute_error: 162.9420
Epoch 2894/5000
148/148 [==============================] - 0s 68us/step - loss: 15836.8973 - mean_absolute_error: 103.3412 - val_loss: 33457.3580 - val_mean_absolute_error: 162.8839
Epoch 2895/5000
148/148 [==============================] - 0s 61us/step - loss: 15824.1243 - mean_absolute_error: 103.3623 - val_loss: 33435.4255 - val_mean_absolute_error: 162.8249
Epoch 2896/5000
148/148 [==============================] - 0s 74us/step - loss: 15818.5921 - mean_absolute_error: 103.3729 - val_loss: 33413.3323 - val_mean_absolute_error: 162.7650
Epoch 2897/5000
148/148 [==============================] - 0s 68us/step - loss: 15806.7657 - mean_absolute_error: 103.3445 - val_loss: 33392.1602 - val_mean_absolute_error: 162.7073
Epoch 2898/5000
148/148 [==============================] - 0s 68us/step - loss: 15795.6884 - mean_absolute_error: 103.3070 - val_loss: 33372.7638 - val_mean_absolute_error: 162.6543
Epoch 2899/5000
148/148 [==============================] - 0s 68us/step - loss: 15785.8517 - mean_absolute_error: 103.2742 - val_loss: 33352.0312 - val_mean_absolute_error: 162.5978
Epoch 2900/5000
148/148 [==============================] - 0s 68us/step - loss: 15774.7210 - mean_absolute_error: 103.2331 - val_loss: 33330.6556 - val_mean_absolute_error: 162.5399
Epoch 2901/5000
148/148 [==============================] - 0s 68us/step - loss: 15762.3208 - mean_absolute_error: 103.1821 - val_loss: 33311.1894 - val_mean_absolute_error: 162.4871
Epoch 2902/5000
148/148 [==============================] - 0s 68us/step - loss: 15751.8095 - mean_absolute_error: 103.1270 - val_loss: 33290.9886 - val_mean_absolute_error: 162.4323
Epoch 2903/5000
148/148 [==============================] - 0s 68us/step - loss: 15739.7324 - mean_absolute_error: 103.0684 - val_loss: 33269.3777 - val_mean_absolute_error: 162.3741
Epoch 2904/5000
148/148 [==============================] - 0s 74us/step - loss: 15728.2102 - mean_absolute_error: 103.0175 - val_loss: 33248.6319 - val_mean_absolute_error: 162.3180
Epoch 2905/5000
148/148 [==============================] - 0s 61us/step - loss: 15717.3283 - mean_absolute_error: 102.9724 - val_loss: 33229.5248 - val_mean_absolute_error: 162.2659
Epoch 2906/5000
148/148 [==============================] - 0s 74us/step - loss: 15705.6299 - mean_absolute_error: 102.9176 - val_loss: 33211.6715 - val_mean_absolute_error: 162.2164
Epoch 2907/5000
148/148 [==============================] - 0s 68us/step - loss: 15695.6403 - mean_absolute_error: 102.8544 - val_loss: 33195.4714 - val_mean_absolute_error: 162.1714
Epoch 2908/5000
148/148 [==============================] - 0s 61us/step - loss: 15688.8576 - mean_absolute_error: 102.7945 - val_loss: 33179.2493 - val_mean_absolute_error: 162.1265
Epoch 2909/5000
148/148 [==============================] - 0s 68us/step - loss: 15676.3320 - mean_absolute_error: 102.7171 - val_loss: 33160.7477 - val_mean_absolute_error: 162.0755
Epoch 2910/5000
148/148 [==============================] - 0s 74us/step - loss: 15667.0939 - mean_absolute_error: 102.6673 - val_loss: 33141.0460 - val_mean_absolute_error: 162.0213
Epoch 2911/5000
148/148 [==============================] - 0s 68us/step - loss: 15656.7376 - mean_absolute_error: 102.6139 - val_loss: 33121.8321 - val_mean_absolute_error: 161.9687
Epoch 2912/5000
148/148 [==============================] - 0s 68us/step - loss: 15646.4968 - mean_absolute_error: 102.5965 - val_loss: 33099.0626 - val_mean_absolute_error: 161.9080
Epoch 2913/5000
148/148 [==============================] - 0s 68us/step - loss: 15635.7738 - mean_absolute_error: 102.6076 - val_loss: 33076.1231 - val_mean_absolute_error: 161.8467
Epoch 2914/5000
148/148 [==============================] - 0s 74us/step - loss: 15624.6149 - mean_absolute_error: 102.5940 - val_loss: 33053.8068 - val_mean_absolute_error: 161.7866
Epoch 2915/5000
148/148 [==============================] - 0s 68us/step - loss: 15614.7037 - mean_absolute_error: 102.5725 - val_loss: 33032.4777 - val_mean_absolute_error: 161.7288
Epoch 2916/5000
148/148 [==============================] - 0s 68us/step - loss: 15604.8289 - mean_absolute_error: 102.5464 - val_loss: 33012.9549 - val_mean_absolute_error: 161.6760
Epoch 2917/5000
148/148 [==============================] - 0s 68us/step - loss: 15592.7985 - mean_absolute_error: 102.5276 - val_loss: 32990.2505 - val_mean_absolute_error: 161.6152
Epoch 2918/5000
148/148 [==============================] - 0s 74us/step - loss: 15584.7393 - mean_absolute_error: 102.5261 - val_loss: 32968.9446 - val_mean_absolute_error: 161.5577
Epoch 2919/5000
148/148 [==============================] - 0s 74us/step - loss: 15574.7740 - mean_absolute_error: 102.5094 - val_loss: 32947.8458 - val_mean_absolute_error: 161.5006
Epoch 2920/5000
148/148 [==============================] - 0s 68us/step - loss: 15564.9927 - mean_absolute_error: 102.4868 - val_loss: 32927.8297 - val_mean_absolute_error: 161.4461
Epoch 2921/5000
148/148 [==============================] - 0s 68us/step - loss: 15554.2544 - mean_absolute_error: 102.4448 - val_loss: 32910.3108 - val_mean_absolute_error: 161.3979
Epoch 2922/5000
148/148 [==============================] - 0s 68us/step - loss: 15543.8260 - mean_absolute_error: 102.3860 - val_loss: 32892.0532 - val_mean_absolute_error: 161.3482
Epoch 2923/5000
148/148 [==============================] - 0s 67us/step - loss: 15531.6059 - mean_absolute_error: 102.3306 - val_loss: 32871.6806 - val_mean_absolute_error: 161.2927
Epoch 2924/5000
148/148 [==============================] - 0s 68us/step - loss: 15521.6574 - mean_absolute_error: 102.2867 - val_loss: 32850.5813 - val_mean_absolute_error: 161.2356
Epoch 2925/5000
148/148 [==============================] - 0s 68us/step - loss: 15510.1608 - mean_absolute_error: 102.2421 - val_loss: 32828.3973 - val_mean_absolute_error: 161.1754
Epoch 2926/5000
148/148 [==============================] - 0s 74us/step - loss: 15499.8477 - mean_absolute_error: 102.1906 - val_loss: 32808.4747 - val_mean_absolute_error: 161.1206
Epoch 2927/5000
148/148 [==============================] - 0s 74us/step - loss: 15486.8864 - mean_absolute_error: 102.1316 - val_loss: 32786.1462 - val_mean_absolute_error: 161.0600
Epoch 2928/5000
148/148 [==============================] - 0s 74us/step - loss: 15474.9766 - mean_absolute_error: 102.0892 - val_loss: 32764.3481 - val_mean_absolute_error: 161.0005
Epoch 2929/5000
148/148 [==============================] - 0s 68us/step - loss: 15465.0994 - mean_absolute_error: 102.0462 - val_loss: 32741.4815 - val_mean_absolute_error: 160.9382
Epoch 2930/5000
148/148 [==============================] - 0s 68us/step - loss: 15451.4166 - mean_absolute_error: 102.0425 - val_loss: 32715.3091 - val_mean_absolute_error: 160.8681
Epoch 2931/5000
148/148 [==============================] - 0s 68us/step - loss: 15450.5196 - mean_absolute_error: 102.1027 - val_loss: 32687.9586 - val_mean_absolute_error: 160.7949
Epoch 2932/5000
148/148 [==============================] - 0s 68us/step - loss: 15436.4747 - mean_absolute_error: 102.1318 - val_loss: 32664.0250 - val_mean_absolute_error: 160.7302
Epoch 2933/5000
148/148 [==============================] - 0s 68us/step - loss: 15428.2980 - mean_absolute_error: 102.1245 - val_loss: 32641.5198 - val_mean_absolute_error: 160.6687
Epoch 2934/5000
148/148 [==============================] - 0s 68us/step - loss: 15418.6512 - mean_absolute_error: 102.1098 - val_loss: 32620.2449 - val_mean_absolute_error: 160.6103
Epoch 2935/5000
148/148 [==============================] - 0s 68us/step - loss: 15408.3270 - mean_absolute_error: 102.1146 - val_loss: 32597.5567 - val_mean_absolute_error: 160.5486
Epoch 2936/5000
148/148 [==============================] - 0s 61us/step - loss: 15404.8765 - mean_absolute_error: 102.1436 - val_loss: 32577.2100 - val_mean_absolute_error: 160.4927
Epoch 2937/5000
148/148 [==============================] - 0s 74us/step - loss: 15398.0773 - mean_absolute_error: 102.1501 - val_loss: 32557.1982 - val_mean_absolute_error: 160.4375
Epoch 2938/5000
148/148 [==============================] - 0s 68us/step - loss: 15388.1723 - mean_absolute_error: 102.1288 - val_loss: 32537.9683 - val_mean_absolute_error: 160.3837
Epoch 2939/5000
148/148 [==============================] - 0s 68us/step - loss: 15378.6575 - mean_absolute_error: 102.0988 - val_loss: 32519.9846 - val_mean_absolute_error: 160.3334
Epoch 2940/5000
148/148 [==============================] - 0s 68us/step - loss: 15369.3418 - mean_absolute_error: 102.0469 - val_loss: 32503.4179 - val_mean_absolute_error: 160.2862
Epoch 2941/5000
148/148 [==============================] - 0s 74us/step - loss: 15357.2037 - mean_absolute_error: 101.9887 - val_loss: 32484.0443 - val_mean_absolute_error: 160.2319
Epoch 2942/5000
148/148 [==============================] - 0s 68us/step - loss: 15345.2433 - mean_absolute_error: 101.9432 - val_loss: 32466.8780 - val_mean_absolute_error: 160.1835
Epoch 2943/5000
148/148 [==============================] - 0s 74us/step - loss: 15336.0219 - mean_absolute_error: 101.9162 - val_loss: 32448.0491 - val_mean_absolute_error: 160.1314
Epoch 2944/5000
148/148 [==============================] - 0s 68us/step - loss: 15324.0749 - mean_absolute_error: 101.8699 - val_loss: 32429.2269 - val_mean_absolute_error: 160.0791
Epoch 2945/5000
148/148 [==============================] - 0s 74us/step - loss: 15313.4831 - mean_absolute_error: 101.8228 - val_loss: 32408.4184 - val_mean_absolute_error: 160.0212
Epoch 2946/5000
148/148 [==============================] - 0s 68us/step - loss: 15301.9133 - mean_absolute_error: 101.7683 - val_loss: 32387.5553 - val_mean_absolute_error: 159.9631
Epoch 2947/5000
148/148 [==============================] - 0s 81us/step - loss: 15290.6758 - mean_absolute_error: 101.7212 - val_loss: 32366.4829 - val_mean_absolute_error: 159.9044
Epoch 2948/5000
148/148 [==============================] - 0s 68us/step - loss: 15279.1843 - mean_absolute_error: 101.6750 - val_loss: 32345.2285 - val_mean_absolute_error: 159.8453
Epoch 2949/5000
148/148 [==============================] - 0s 68us/step - loss: 15267.4096 - mean_absolute_error: 101.6303 - val_loss: 32323.8218 - val_mean_absolute_error: 159.7858
Epoch 2950/5000
148/148 [==============================] - 0s 74us/step - loss: 15256.9411 - mean_absolute_error: 101.5868 - val_loss: 32302.8916 - val_mean_absolute_error: 159.7272
Epoch 2951/5000
148/148 [==============================] - 0s 68us/step - loss: 15244.2185 - mean_absolute_error: 101.5393 - val_loss: 32282.5566 - val_mean_absolute_error: 159.6703
Epoch 2952/5000
148/148 [==============================] - 0s 68us/step - loss: 15235.3118 - mean_absolute_error: 101.4963 - val_loss: 32263.9588 - val_mean_absolute_error: 159.6172
Epoch 2953/5000
148/148 [==============================] - 0s 74us/step - loss: 15223.0120 - mean_absolute_error: 101.4404 - val_loss: 32246.3761 - val_mean_absolute_error: 159.5672
Epoch 2954/5000
148/148 [==============================] - 0s 68us/step - loss: 15213.1854 - mean_absolute_error: 101.3939 - val_loss: 32228.0378 - val_mean_absolute_error: 159.5156
Epoch 2955/5000
148/148 [==============================] - 0s 68us/step - loss: 15202.8997 - mean_absolute_error: 101.3581 - val_loss: 32210.9265 - val_mean_absolute_error: 159.4675
Epoch 2956/5000
148/148 [==============================] - 0s 74us/step - loss: 15193.3064 - mean_absolute_error: 101.3272 - val_loss: 32194.7365 - val_mean_absolute_error: 159.4214
Epoch 2957/5000
148/148 [==============================] - 0s 68us/step - loss: 15184.7222 - mean_absolute_error: 101.2874 - val_loss: 32177.5045 - val_mean_absolute_error: 159.3726
Epoch 2958/5000
148/148 [==============================] - 0s 128us/step - loss: 15174.8121 - mean_absolute_error: 101.2435 - val_loss: 32159.1227 - val_mean_absolute_error: 159.3209
Epoch 2959/5000
148/148 [==============================] - 0s 61us/step - loss: 15164.1002 - mean_absolute_error: 101.2018 - val_loss: 32139.9906 - val_mean_absolute_error: 159.2669
Epoch 2960/5000
148/148 [==============================] - 0s 68us/step - loss: 15153.3601 - mean_absolute_error: 101.1603 - val_loss: 32118.7123 - val_mean_absolute_error: 159.2078
Epoch 2961/5000
148/148 [==============================] - 0s 74us/step - loss: 15142.0501 - mean_absolute_error: 101.1096 - val_loss: 32098.9313 - val_mean_absolute_error: 159.1530
Epoch 2962/5000
148/148 [==============================] - 0s 74us/step - loss: 15130.6796 - mean_absolute_error: 101.0566 - val_loss: 32081.4836 - val_mean_absolute_error: 159.1043
Epoch 2963/5000
148/148 [==============================] - 0s 68us/step - loss: 15120.9833 - mean_absolute_error: 101.0005 - val_loss: 32062.9448 - val_mean_absolute_error: 159.0527
Epoch 2964/5000
148/148 [==============================] - 0s 68us/step - loss: 15113.1338 - mean_absolute_error: 100.9495 - val_loss: 32043.0416 - val_mean_absolute_error: 158.9976
Epoch 2965/5000
148/148 [==============================] - 0s 74us/step - loss: 15098.9808 - mean_absolute_error: 100.9103 - val_loss: 32019.5471 - val_mean_absolute_error: 158.9338
Epoch 2966/5000
148/148 [==============================] - 0s 61us/step - loss: 15091.5595 - mean_absolute_error: 100.9327 - val_loss: 31997.9591 - val_mean_absolute_error: 158.8748
Epoch 2967/5000
148/148 [==============================] - 0s 61us/step - loss: 15082.1931 - mean_absolute_error: 100.9272 - val_loss: 31978.0975 - val_mean_absolute_error: 158.8201
Epoch 2968/5000
148/148 [==============================] - 0s 74us/step - loss: 15073.7644 - mean_absolute_error: 100.9058 - val_loss: 31959.6964 - val_mean_absolute_error: 158.7690
Epoch 2969/5000
148/148 [==============================] - 0s 74us/step - loss: 15064.3811 - mean_absolute_error: 100.8774 - val_loss: 31941.2251 - val_mean_absolute_error: 158.7176
Epoch 2970/5000
148/148 [==============================] - 0s 74us/step - loss: 15055.4047 - mean_absolute_error: 100.8470 - val_loss: 31922.4588 - val_mean_absolute_error: 158.6657
Epoch 2971/5000
148/148 [==============================] - 0s 68us/step - loss: 15045.5727 - mean_absolute_error: 100.8114 - val_loss: 31904.3172 - val_mean_absolute_error: 158.6154
Epoch 2972/5000
148/148 [==============================] - 0s 74us/step - loss: 15036.5473 - mean_absolute_error: 100.7835 - val_loss: 31885.8745 - val_mean_absolute_error: 158.5640
Epoch 2973/5000
148/148 [==============================] - ETA: 0s - loss: 14990.2812 - mean_absolute_error: 99.22 - 0s 61us/step - loss: 15026.6547 - mean_absolute_error: 100.7538 - val_loss: 31866.3512 - val_mean_absolute_error: 158.5099
Epoch 2974/5000
148/148 [==============================] - 0s 68us/step - loss: 15016.8390 - mean_absolute_error: 100.7470 - val_loss: 31843.6393 - val_mean_absolute_error: 158.4477
Epoch 2975/5000
148/148 [==============================] - 0s 74us/step - loss: 15014.6925 - mean_absolute_error: 100.7901 - val_loss: 31823.2589 - val_mean_absolute_error: 158.3914
Epoch 2976/5000
148/148 [==============================] - 0s 74us/step - loss: 15002.0584 - mean_absolute_error: 100.7678 - val_loss: 31804.1763 - val_mean_absolute_error: 158.3378
Epoch 2977/5000
148/148 [==============================] - 0s 68us/step - loss: 14993.6459 - mean_absolute_error: 100.7486 - val_loss: 31786.1657 - val_mean_absolute_error: 158.2876
Epoch 2978/5000
148/148 [==============================] - 0s 68us/step - loss: 14985.7428 - mean_absolute_error: 100.7308 - val_loss: 31767.4280 - val_mean_absolute_error: 158.2359
Epoch 2979/5000
148/148 [==============================] - 0s 61us/step - loss: 14975.2485 - mean_absolute_error: 100.6899 - val_loss: 31749.3653 - val_mean_absolute_error: 158.1857
Epoch 2980/5000
148/148 [==============================] - 0s 74us/step - loss: 14964.9231 - mean_absolute_error: 100.6438 - val_loss: 31730.9998 - val_mean_absolute_error: 158.1345
Epoch 2981/5000
148/148 [==============================] - 0s 68us/step - loss: 14953.9974 - mean_absolute_error: 100.5787 - val_loss: 31715.9948 - val_mean_absolute_error: 158.0921
Epoch 2982/5000
148/148 [==============================] - 0s 74us/step - loss: 14941.5672 - mean_absolute_error: 100.5227 - val_loss: 31700.1048 - val_mean_absolute_error: 158.0472
Epoch 2983/5000
148/148 [==============================] - 0s 74us/step - loss: 14932.6104 - mean_absolute_error: 100.4678 - val_loss: 31682.5300 - val_mean_absolute_error: 157.9978
Epoch 2984/5000
148/148 [==============================] - 0s 68us/step - loss: 14921.5826 - mean_absolute_error: 100.4113 - val_loss: 31665.0063 - val_mean_absolute_error: 157.9486
Epoch 2985/5000
148/148 [==============================] - 0s 74us/step - loss: 14909.7821 - mean_absolute_error: 100.3446 - val_loss: 31648.1431 - val_mean_absolute_error: 157.9012
Epoch 2986/5000
148/148 [==============================] - 0s 68us/step - loss: 14900.1663 - mean_absolute_error: 100.2828 - val_loss: 31629.8363 - val_mean_absolute_error: 157.8505
Epoch 2987/5000
148/148 [==============================] - 0s 68us/step - loss: 14888.7929 - mean_absolute_error: 100.2254 - val_loss: 31610.7149 - val_mean_absolute_error: 157.7979
Epoch 2988/5000
148/148 [==============================] - 0s 68us/step - loss: 14880.0672 - mean_absolute_error: 100.1842 - val_loss: 31591.6674 - val_mean_absolute_error: 157.7451
Epoch 2989/5000
148/148 [==============================] - 0s 74us/step - loss: 14869.2497 - mean_absolute_error: 100.1354 - val_loss: 31573.2366 - val_mean_absolute_error: 157.6931
Epoch 2990/5000
148/148 [==============================] - 0s 68us/step - loss: 14858.2418 - mean_absolute_error: 100.0871 - val_loss: 31553.8516 - val_mean_absolute_error: 157.6387
Epoch 2991/5000
148/148 [==============================] - 0s 68us/step - loss: 14848.2069 - mean_absolute_error: 100.0503 - val_loss: 31535.4814 - val_mean_absolute_error: 157.5871
Epoch 2992/5000
148/148 [==============================] - 0s 74us/step - loss: 14838.3760 - mean_absolute_error: 100.0066 - val_loss: 31517.1922 - val_mean_absolute_error: 157.5353
Epoch 2993/5000
148/148 [==============================] - 0s 74us/step - loss: 14828.5246 - mean_absolute_error: 99.9540 - val_loss: 31497.2088 - val_mean_absolute_error: 157.4791
Epoch 2994/5000
148/148 [==============================] - 0s 68us/step - loss: 14817.1567 - mean_absolute_error: 99.9062 - val_loss: 31478.4472 - val_mean_absolute_error: 157.4265
Epoch 2995/5000
148/148 [==============================] - 0s 74us/step - loss: 14809.1449 - mean_absolute_error: 99.8605 - val_loss: 31459.1254 - val_mean_absolute_error: 157.3727
Epoch 2996/5000
148/148 [==============================] - 0s 68us/step - loss: 14802.6202 - mean_absolute_error: 99.8612 - val_loss: 31437.9733 - val_mean_absolute_error: 157.3150
Epoch 2997/5000
148/148 [==============================] - 0s 81us/step - loss: 14790.7964 - mean_absolute_error: 99.8664 - val_loss: 31419.2727 - val_mean_absolute_error: 157.2632
Epoch 2998/5000
148/148 [==============================] - 0s 68us/step - loss: 14781.7955 - mean_absolute_error: 99.8548 - val_loss: 31400.8441 - val_mean_absolute_error: 157.2113
Epoch 2999/5000
148/148 [==============================] - 0s 68us/step - loss: 14772.5937 - mean_absolute_error: 99.8347 - val_loss: 31381.1165 - val_mean_absolute_error: 157.1559
Epoch 3000/5000
148/148 [==============================] - 0s 68us/step - loss: 14761.7869 - mean_absolute_error: 99.7914 - val_loss: 31363.4790 - val_mean_absolute_error: 157.1065
Epoch 3001/5000
148/148 [==============================] - 0s 74us/step - loss: 14752.5008 - mean_absolute_error: 99.7421 - val_loss: 31346.8254 - val_mean_absolute_error: 157.0596
Epoch 3002/5000
148/148 [==============================] - 0s 68us/step - loss: 14743.3217 - mean_absolute_error: 99.6978 - val_loss: 31329.7487 - val_mean_absolute_error: 157.0113
Epoch 3003/5000
148/148 [==============================] - 0s 74us/step - loss: 14733.9132 - mean_absolute_error: 99.6487 - val_loss: 31313.8112 - val_mean_absolute_error: 156.9649
Epoch 3004/5000
148/148 [==============================] - 0s 68us/step - loss: 14725.2983 - mean_absolute_error: 99.6080 - val_loss: 31297.8373 - val_mean_absolute_error: 156.9186
Epoch 3005/5000
148/148 [==============================] - 0s 74us/step - loss: 14715.4636 - mean_absolute_error: 99.5539 - val_loss: 31282.2270 - val_mean_absolute_error: 156.8736
Epoch 3006/5000
148/148 [==============================] - 0s 68us/step - loss: 14708.2910 - mean_absolute_error: 99.5067 - val_loss: 31266.9804 - val_mean_absolute_error: 156.8305
Epoch 3007/5000
148/148 [==============================] - 0s 68us/step - loss: 14699.0093 - mean_absolute_error: 99.4573 - val_loss: 31250.9781 - val_mean_absolute_error: 156.7859
Epoch 3008/5000
148/148 [==============================] - 0s 74us/step - loss: 14690.9212 - mean_absolute_error: 99.4135 - val_loss: 31233.0709 - val_mean_absolute_error: 156.7360
Epoch 3009/5000
148/148 [==============================] - 0s 61us/step - loss: 14682.3521 - mean_absolute_error: 99.3717 - val_loss: 31213.1661 - val_mean_absolute_error: 156.6809
Epoch 3010/5000
148/148 [==============================] - 0s 68us/step - loss: 14671.6384 - mean_absolute_error: 99.3269 - val_loss: 31192.9628 - val_mean_absolute_error: 156.6253
Epoch 3011/5000
148/148 [==============================] - 0s 68us/step - loss: 14660.4577 - mean_absolute_error: 99.2998 - val_loss: 31173.6702 - val_mean_absolute_error: 156.5719
Epoch 3012/5000
148/148 [==============================] - 0s 74us/step - loss: 14650.5951 - mean_absolute_error: 99.2776 - val_loss: 31156.8598 - val_mean_absolute_error: 156.5249
Epoch 3013/5000
148/148 [==============================] - 0s 68us/step - loss: 14640.6743 - mean_absolute_error: 99.2403 - val_loss: 31138.1427 - val_mean_absolute_error: 156.4730
Epoch 3014/5000
148/148 [==============================] - 0s 68us/step - loss: 14629.8480 - mean_absolute_error: 99.2054 - val_loss: 31119.0058 - val_mean_absolute_error: 156.4199
Epoch 3015/5000
148/148 [==============================] - 0s 74us/step - loss: 14620.3283 - mean_absolute_error: 99.1749 - val_loss: 31100.2770 - val_mean_absolute_error: 156.3680
Epoch 3016/5000
148/148 [==============================] - 0s 61us/step - loss: 14611.0892 - mean_absolute_error: 99.1462 - val_loss: 31081.9852 - val_mean_absolute_error: 156.3174
Epoch 3017/5000
148/148 [==============================] - 0s 81us/step - loss: 14601.4269 - mean_absolute_error: 99.1154 - val_loss: 31064.0898 - val_mean_absolute_error: 156.2677
Epoch 3018/5000
148/148 [==============================] - 0s 74us/step - loss: 14593.6432 - mean_absolute_error: 99.0815 - val_loss: 31045.6770 - val_mean_absolute_error: 156.2162
Epoch 3019/5000
148/148 [==============================] - 0s 68us/step - loss: 14582.6654 - mean_absolute_error: 99.0412 - val_loss: 31026.7353 - val_mean_absolute_error: 156.1634
Epoch 3020/5000
148/148 [==============================] - 0s 74us/step - loss: 14572.2033 - mean_absolute_error: 99.0135 - val_loss: 31009.5235 - val_mean_absolute_error: 156.1157
Epoch 3021/5000
148/148 [==============================] - 0s 68us/step - loss: 14563.2010 - mean_absolute_error: 98.9906 - val_loss: 30990.7762 - val_mean_absolute_error: 156.0643
Epoch 3022/5000
148/148 [==============================] - 0s 68us/step - loss: 14553.6730 - mean_absolute_error: 98.9662 - val_loss: 30972.2016 - val_mean_absolute_error: 156.0144
Epoch 3023/5000
148/148 [==============================] - 0s 61us/step - loss: 14542.9866 - mean_absolute_error: 98.9308 - val_loss: 30954.3530 - val_mean_absolute_error: 155.9668
Epoch 3024/5000
148/148 [==============================] - 0s 74us/step - loss: 14534.5389 - mean_absolute_error: 98.9060 - val_loss: 30936.0713 - val_mean_absolute_error: 155.9176
Epoch 3025/5000
148/148 [==============================] - 0s 68us/step - loss: 14524.5242 - mean_absolute_error: 98.8761 - val_loss: 30917.7563 - val_mean_absolute_error: 155.8679
Epoch 3026/5000
148/148 [==============================] - 0s 68us/step - loss: 14515.4800 - mean_absolute_error: 98.8480 - val_loss: 30898.6691 - val_mean_absolute_error: 155.8163
Epoch 3027/5000
148/148 [==============================] - 0s 68us/step - loss: 14505.8188 - mean_absolute_error: 98.8185 - val_loss: 30879.1958 - val_mean_absolute_error: 155.7638
Epoch 3028/5000
148/148 [==============================] - 0s 74us/step - loss: 14495.4803 - mean_absolute_error: 98.7838 - val_loss: 30860.6789 - val_mean_absolute_error: 155.7139
Epoch 3029/5000
148/148 [==============================] - 0s 68us/step - loss: 14485.6163 - mean_absolute_error: 98.7448 - val_loss: 30841.5677 - val_mean_absolute_error: 155.6621
Epoch 3030/5000
148/148 [==============================] - 0s 61us/step - loss: 14475.7778 - mean_absolute_error: 98.7058 - val_loss: 30821.8206 - val_mean_absolute_error: 155.6088
Epoch 3031/5000
148/148 [==============================] - 0s 68us/step - loss: 14465.9422 - mean_absolute_error: 98.6682 - val_loss: 30802.1758 - val_mean_absolute_error: 155.5556
Epoch 3032/5000
148/148 [==============================] - 0s 61us/step - loss: 14456.1464 - mean_absolute_error: 98.6293 - val_loss: 30784.3481 - val_mean_absolute_error: 155.5069
Epoch 3033/5000
148/148 [==============================] - 0s 68us/step - loss: 14446.5118 - mean_absolute_error: 98.5952 - val_loss: 30766.9201 - val_mean_absolute_error: 155.4596
Epoch 3034/5000
148/148 [==============================] - 0s 74us/step - loss: 14437.2352 - mean_absolute_error: 98.5636 - val_loss: 30748.9719 - val_mean_absolute_error: 155.4111
Epoch 3035/5000
148/148 [==============================] - 0s 68us/step - loss: 14428.2968 - mean_absolute_error: 98.5319 - val_loss: 30731.4634 - val_mean_absolute_error: 155.3636
Epoch 3036/5000
148/148 [==============================] - 0s 68us/step - loss: 14418.8533 - mean_absolute_error: 98.4881 - val_loss: 30714.9955 - val_mean_absolute_error: 155.3186
Epoch 3037/5000
148/148 [==============================] - 0s 68us/step - loss: 14409.6038 - mean_absolute_error: 98.4434 - val_loss: 30696.7659 - val_mean_absolute_error: 155.2692
Epoch 3038/5000
148/148 [==============================] - 0s 68us/step - loss: 14399.6764 - mean_absolute_error: 98.4008 - val_loss: 30678.3759 - val_mean_absolute_error: 155.2192
Epoch 3039/5000
148/148 [==============================] - 0s 68us/step - loss: 14390.8880 - mean_absolute_error: 98.3731 - val_loss: 30659.2460 - val_mean_absolute_error: 155.1677
Epoch 3040/5000
148/148 [==============================] - 0s 74us/step - loss: 14380.3239 - mean_absolute_error: 98.3414 - val_loss: 30642.7384 - val_mean_absolute_error: 155.1228
Epoch 3041/5000
148/148 [==============================] - 0s 74us/step - loss: 14370.8706 - mean_absolute_error: 98.3079 - val_loss: 30624.2337 - val_mean_absolute_error: 155.0727
Epoch 3042/5000
148/148 [==============================] - 0s 68us/step - loss: 14360.7069 - mean_absolute_error: 98.2716 - val_loss: 30604.9994 - val_mean_absolute_error: 155.0207
Epoch 3043/5000
148/148 [==============================] - 0s 68us/step - loss: 14351.0183 - mean_absolute_error: 98.2382 - val_loss: 30585.6623 - val_mean_absolute_error: 154.9683
Epoch 3044/5000
148/148 [==============================] - 0s 68us/step - loss: 14340.7758 - mean_absolute_error: 98.2007 - val_loss: 30567.5460 - val_mean_absolute_error: 154.9189
Epoch 3045/5000
148/148 [==============================] - 0s 74us/step - loss: 14331.0039 - mean_absolute_error: 98.1621 - val_loss: 30548.9134 - val_mean_absolute_error: 154.8683
Epoch 3046/5000
148/148 [==============================] - 0s 61us/step - loss: 14320.8200 - mean_absolute_error: 98.1263 - val_loss: 30528.8537 - val_mean_absolute_error: 154.8147
Epoch 3047/5000
148/148 [==============================] - 0s 68us/step - loss: 14311.0102 - mean_absolute_error: 98.0949 - val_loss: 30509.9409 - val_mean_absolute_error: 154.7639
Epoch 3048/5000
148/148 [==============================] - 0s 68us/step - loss: 14301.1609 - mean_absolute_error: 98.0664 - val_loss: 30490.8912 - val_mean_absolute_error: 154.7123
Epoch 3049/5000
148/148 [==============================] - 0s 74us/step - loss: 14292.1150 - mean_absolute_error: 98.0514 - val_loss: 30470.5986 - val_mean_absolute_error: 154.6575
Epoch 3050/5000
148/148 [==============================] - 0s 68us/step - loss: 14282.1695 - mean_absolute_error: 98.0263 - val_loss: 30450.0328 - val_mean_absolute_error: 154.6019
Epoch 3051/5000
148/148 [==============================] - 0s 74us/step - loss: 14271.0862 - mean_absolute_error: 97.9947 - val_loss: 30429.9827 - val_mean_absolute_error: 154.5475
Epoch 3052/5000
148/148 [==============================] - 0s 74us/step - loss: 14260.9034 - mean_absolute_error: 97.9573 - val_loss: 30409.7644 - val_mean_absolute_error: 154.4924
Epoch 3053/5000
148/148 [==============================] - 0s 74us/step - loss: 14250.7817 - mean_absolute_error: 97.9183 - val_loss: 30391.3005 - val_mean_absolute_error: 154.4418
Epoch 3054/5000
148/148 [==============================] - 0s 74us/step - loss: 14240.7238 - mean_absolute_error: 97.8876 - val_loss: 30371.6915 - val_mean_absolute_error: 154.3888
Epoch 3055/5000
148/148 [==============================] - 0s 61us/step - loss: 14230.6734 - mean_absolute_error: 97.8538 - val_loss: 30351.8928 - val_mean_absolute_error: 154.3350
Epoch 3056/5000
148/148 [==============================] - 0s 68us/step - loss: 14220.0572 - mean_absolute_error: 97.8137 - val_loss: 30335.0299 - val_mean_absolute_error: 154.2884
Epoch 3057/5000
148/148 [==============================] - 0s 74us/step - loss: 14210.7433 - mean_absolute_error: 97.7738 - val_loss: 30316.9511 - val_mean_absolute_error: 154.2383
Epoch 3058/5000
148/148 [==============================] - 0s 74us/step - loss: 14201.2259 - mean_absolute_error: 97.7340 - val_loss: 30297.2602 - val_mean_absolute_error: 154.1841
Epoch 3059/5000
148/148 [==============================] - 0s 68us/step - loss: 14191.5954 - mean_absolute_error: 97.7040 - val_loss: 30277.9701 - val_mean_absolute_error: 154.1312
Epoch 3060/5000
148/148 [==============================] - 0s 68us/step - loss: 14181.6616 - mean_absolute_error: 97.6628 - val_loss: 30260.0921 - val_mean_absolute_error: 154.0818
Epoch 3061/5000
148/148 [==============================] - 0s 68us/step - loss: 14172.3520 - mean_absolute_error: 97.6159 - val_loss: 30243.4727 - val_mean_absolute_error: 154.0353
Epoch 3062/5000
148/148 [==============================] - 0s 81us/step - loss: 14162.8903 - mean_absolute_error: 97.5733 - val_loss: 30225.9856 - val_mean_absolute_error: 153.9869
Epoch 3063/5000
148/148 [==============================] - 0s 88us/step - loss: 14153.7816 - mean_absolute_error: 97.5347 - val_loss: 30208.9223 - val_mean_absolute_error: 153.9397
Epoch 3064/5000
148/148 [==============================] - 0s 101us/step - loss: 14144.3563 - mean_absolute_error: 97.4970 - val_loss: 30190.9888 - val_mean_absolute_error: 153.8903
Epoch 3065/5000
148/148 [==============================] - 0s 68us/step - loss: 14135.1981 - mean_absolute_error: 97.4575 - val_loss: 30174.2442 - val_mean_absolute_error: 153.8439
Epoch 3066/5000
148/148 [==============================] - 0s 68us/step - loss: 14126.2896 - mean_absolute_error: 97.4084 - val_loss: 30158.4366 - val_mean_absolute_error: 153.8004
Epoch 3067/5000
148/148 [==============================] - 0s 81us/step - loss: 14118.4007 - mean_absolute_error: 97.3594 - val_loss: 30140.5087 - val_mean_absolute_error: 153.7510
Epoch 3068/5000
148/148 [==============================] - 0s 74us/step - loss: 14106.7662 - mean_absolute_error: 97.3069 - val_loss: 30123.5956 - val_mean_absolute_error: 153.7036
Epoch 3069/5000
148/148 [==============================] - 0s 68us/step - loss: 14097.2794 - mean_absolute_error: 97.2653 - val_loss: 30105.7744 - val_mean_absolute_error: 153.6536
Epoch 3070/5000
148/148 [==============================] - 0s 74us/step - loss: 14088.0934 - mean_absolute_error: 97.2241 - val_loss: 30085.5254 - val_mean_absolute_error: 153.5980
Epoch 3071/5000
148/148 [==============================] - 0s 68us/step - loss: 14078.7095 - mean_absolute_error: 97.2323 - val_loss: 30064.2473 - val_mean_absolute_error: 153.5408
Epoch 3072/5000
148/148 [==============================] - 0s 61us/step - loss: 14068.2996 - mean_absolute_error: 97.2216 - val_loss: 30046.1124 - val_mean_absolute_error: 153.4913
Epoch 3073/5000
148/148 [==============================] - 0s 74us/step - loss: 14060.9299 - mean_absolute_error: 97.2085 - val_loss: 30028.4290 - val_mean_absolute_error: 153.4425
Epoch 3074/5000
148/148 [==============================] - 0s 68us/step - loss: 14052.0067 - mean_absolute_error: 97.1841 - val_loss: 30009.4378 - val_mean_absolute_error: 153.3904
Epoch 3075/5000
148/148 [==============================] - 0s 61us/step - loss: 14040.9742 - mean_absolute_error: 97.1520 - val_loss: 29990.9455 - val_mean_absolute_error: 153.3392
Epoch 3076/5000
148/148 [==============================] - 0s 74us/step - loss: 14031.8324 - mean_absolute_error: 97.1216 - val_loss: 29971.7409 - val_mean_absolute_error: 153.2862
Epoch 3077/5000
148/148 [==============================] - 0s 74us/step - loss: 14022.3027 - mean_absolute_error: 97.0889 - val_loss: 29951.6973 - val_mean_absolute_error: 153.2310
Epoch 3078/5000
148/148 [==============================] - 0s 61us/step - loss: 14011.5741 - mean_absolute_error: 97.0499 - val_loss: 29933.1046 - val_mean_absolute_error: 153.1796
Epoch 3079/5000
148/148 [==============================] - 0s 68us/step - loss: 14003.0022 - mean_absolute_error: 97.0142 - val_loss: 29914.8434 - val_mean_absolute_error: 153.1290
Epoch 3080/5000
148/148 [==============================] - 0s 74us/step - loss: 13992.8489 - mean_absolute_error: 96.9783 - val_loss: 29895.5130 - val_mean_absolute_error: 153.0760
Epoch 3081/5000
148/148 [==============================] - 0s 74us/step - loss: 13982.8323 - mean_absolute_error: 96.9413 - val_loss: 29875.8798 - val_mean_absolute_error: 153.0220
Epoch 3082/5000
148/148 [==============================] - 0s 68us/step - loss: 13973.7182 - mean_absolute_error: 96.9129 - val_loss: 29857.0677 - val_mean_absolute_error: 152.9704
Epoch 3083/5000
148/148 [==============================] - 0s 68us/step - loss: 13963.7875 - mean_absolute_error: 96.8763 - val_loss: 29838.2895 - val_mean_absolute_error: 152.9186
Epoch 3084/5000
148/148 [==============================] - 0s 68us/step - loss: 13953.7970 - mean_absolute_error: 96.8463 - val_loss: 29820.3160 - val_mean_absolute_error: 152.8690
Epoch 3085/5000
148/148 [==============================] - 0s 68us/step - loss: 13945.6232 - mean_absolute_error: 96.8240 - val_loss: 29803.4613 - val_mean_absolute_error: 152.8223
Epoch 3086/5000
148/148 [==============================] - 0s 74us/step - loss: 13938.3639 - mean_absolute_error: 96.7974 - val_loss: 29788.5934 - val_mean_absolute_error: 152.7806
Epoch 3087/5000
148/148 [==============================] - 0s 68us/step - loss: 13929.0431 - mean_absolute_error: 96.7554 - val_loss: 29772.4058 - val_mean_absolute_error: 152.7351
Epoch 3088/5000
148/148 [==============================] - 0s 68us/step - loss: 13920.2579 - mean_absolute_error: 96.7245 - val_loss: 29754.9480 - val_mean_absolute_error: 152.6864
Epoch 3089/5000
148/148 [==============================] - 0s 74us/step - loss: 13910.7132 - mean_absolute_error: 96.6891 - val_loss: 29736.4307 - val_mean_absolute_error: 152.6347
Epoch 3090/5000
148/148 [==============================] - 0s 68us/step - loss: 13901.5156 - mean_absolute_error: 96.6563 - val_loss: 29718.0304 - val_mean_absolute_error: 152.5833
Epoch 3091/5000
148/148 [==============================] - 0s 68us/step - loss: 13891.8233 - mean_absolute_error: 96.6179 - val_loss: 29700.6202 - val_mean_absolute_error: 152.5347
Epoch 3092/5000
148/148 [==============================] - 0s 74us/step - loss: 13883.1329 - mean_absolute_error: 96.5759 - val_loss: 29683.4266 - val_mean_absolute_error: 152.4865
Epoch 3093/5000
148/148 [==============================] - 0s 74us/step - loss: 13873.9825 - mean_absolute_error: 96.5403 - val_loss: 29666.2433 - val_mean_absolute_error: 152.4387
Epoch 3094/5000
148/148 [==============================] - 0s 68us/step - loss: 13866.2741 - mean_absolute_error: 96.5141 - val_loss: 29648.7286 - val_mean_absolute_error: 152.3901
Epoch 3095/5000
148/148 [==============================] - 0s 68us/step - loss: 13856.1608 - mean_absolute_error: 96.4854 - val_loss: 29631.4224 - val_mean_absolute_error: 152.3418
Epoch 3096/5000
148/148 [==============================] - 0s 68us/step - loss: 13848.0648 - mean_absolute_error: 96.4522 - val_loss: 29613.3973 - val_mean_absolute_error: 152.2918
Epoch 3097/5000
148/148 [==============================] - 0s 68us/step - loss: 13838.3714 - mean_absolute_error: 96.4028 - val_loss: 29596.1795 - val_mean_absolute_error: 152.2446
Epoch 3098/5000
148/148 [==============================] - 0s 68us/step - loss: 13829.3052 - mean_absolute_error: 96.3686 - val_loss: 29579.6767 - val_mean_absolute_error: 152.1993
Epoch 3099/5000
148/148 [==============================] - 0s 68us/step - loss: 13820.9057 - mean_absolute_error: 96.3279 - val_loss: 29564.1147 - val_mean_absolute_error: 152.1558
Epoch 3100/5000
148/148 [==============================] - 0s 68us/step - loss: 13812.4425 - mean_absolute_error: 96.2827 - val_loss: 29547.2240 - val_mean_absolute_error: 152.1087
Epoch 3101/5000
148/148 [==============================] - 0s 74us/step - loss: 13803.1701 - mean_absolute_error: 96.2424 - val_loss: 29529.9617 - val_mean_absolute_error: 152.0606
Epoch 3102/5000
148/148 [==============================] - 0s 68us/step - loss: 13795.2806 - mean_absolute_error: 96.2044 - val_loss: 29513.2407 - val_mean_absolute_error: 152.0138
Epoch 3103/5000
148/148 [==============================] - 0s 74us/step - loss: 13786.4290 - mean_absolute_error: 96.1676 - val_loss: 29496.1795 - val_mean_absolute_error: 151.9663
Epoch 3104/5000
148/148 [==============================] - 0s 68us/step - loss: 13778.4326 - mean_absolute_error: 96.1579 - val_loss: 29479.9131 - val_mean_absolute_error: 151.9209
Epoch 3105/5000
148/148 [==============================] - 0s 74us/step - loss: 13769.8392 - mean_absolute_error: 96.1570 - val_loss: 29464.7476 - val_mean_absolute_error: 151.8784
Epoch 3106/5000
148/148 [==============================] - 0s 68us/step - loss: 13761.9821 - mean_absolute_error: 96.1594 - val_loss: 29449.2575 - val_mean_absolute_error: 151.8345
Epoch 3107/5000
148/148 [==============================] - 0s 68us/step - loss: 13755.0795 - mean_absolute_error: 96.1571 - val_loss: 29432.9299 - val_mean_absolute_error: 151.7882
Epoch 3108/5000
148/148 [==============================] - 0s 74us/step - loss: 13747.4646 - mean_absolute_error: 96.1443 - val_loss: 29417.0606 - val_mean_absolute_error: 151.7429
Epoch 3109/5000
148/148 [==============================] - 0s 74us/step - loss: 13738.3429 - mean_absolute_error: 96.1166 - val_loss: 29401.8520 - val_mean_absolute_error: 151.6994
Epoch 3110/5000
148/148 [==============================] - 0s 68us/step - loss: 13730.8905 - mean_absolute_error: 96.0931 - val_loss: 29385.3957 - val_mean_absolute_error: 151.6530
Epoch 3111/5000
148/148 [==============================] - 0s 74us/step - loss: 13721.0828 - mean_absolute_error: 96.0582 - val_loss: 29367.2129 - val_mean_absolute_error: 151.6020
Epoch 3112/5000
148/148 [==============================] - 0s 68us/step - loss: 13712.1563 - mean_absolute_error: 96.0260 - val_loss: 29347.4443 - val_mean_absolute_error: 151.5475
Epoch 3113/5000
148/148 [==============================] - 0s 74us/step - loss: 13701.6178 - mean_absolute_error: 95.9898 - val_loss: 29328.9080 - val_mean_absolute_error: 151.4959
Epoch 3114/5000
148/148 [==============================] - 0s 68us/step - loss: 13692.8276 - mean_absolute_error: 95.9574 - val_loss: 29309.6055 - val_mean_absolute_error: 151.4420
Epoch 3115/5000
148/148 [==============================] - 0s 68us/step - loss: 13682.9465 - mean_absolute_error: 95.9188 - val_loss: 29291.7887 - val_mean_absolute_error: 151.3918
Epoch 3116/5000
148/148 [==============================] - 0s 81us/step - loss: 13674.0890 - mean_absolute_error: 95.8850 - val_loss: 29272.5937 - val_mean_absolute_error: 151.3376
Epoch 3117/5000
148/148 [==============================] - 0s 74us/step - loss: 13664.5394 - mean_absolute_error: 95.8421 - val_loss: 29254.5130 - val_mean_absolute_error: 151.2865
Epoch 3118/5000
148/148 [==============================] - 0s 68us/step - loss: 13655.8401 - mean_absolute_error: 95.7977 - val_loss: 29237.9726 - val_mean_absolute_error: 151.2397
Epoch 3119/5000
148/148 [==============================] - 0s 68us/step - loss: 13647.0650 - mean_absolute_error: 95.7549 - val_loss: 29220.9454 - val_mean_absolute_error: 151.1917
Epoch 3120/5000
148/148 [==============================] - 0s 68us/step - loss: 13637.9102 - mean_absolute_error: 95.7160 - val_loss: 29203.9566 - val_mean_absolute_error: 151.1447
Epoch 3121/5000
148/148 [==============================] - 0s 74us/step - loss: 13629.4631 - mean_absolute_error: 95.6805 - val_loss: 29186.0293 - val_mean_absolute_error: 151.0957
Epoch 3122/5000
148/148 [==============================] - 0s 68us/step - loss: 13624.7676 - mean_absolute_error: 95.6993 - val_loss: 29164.1169 - val_mean_absolute_error: 151.0369
Epoch 3123/5000
148/148 [==============================] - 0s 68us/step - loss: 13613.1169 - mean_absolute_error: 95.6943 - val_loss: 29144.8194 - val_mean_absolute_error: 150.9844
Epoch 3124/5000
148/148 [==============================] - 0s 74us/step - loss: 13605.4577 - mean_absolute_error: 95.6947 - val_loss: 29126.5273 - val_mean_absolute_error: 150.9343
Epoch 3125/5000
148/148 [==============================] - 0s 68us/step - loss: 13596.6656 - mean_absolute_error: 95.6728 - val_loss: 29108.7727 - val_mean_absolute_error: 150.8849
Epoch 3126/5000
148/148 [==============================] - 0s 68us/step - loss: 13588.0146 - mean_absolute_error: 95.6409 - val_loss: 29091.3397 - val_mean_absolute_error: 150.8366
Epoch 3127/5000
148/148 [==============================] - 0s 68us/step - loss: 13579.7111 - mean_absolute_error: 95.6087 - val_loss: 29073.8962 - val_mean_absolute_error: 150.7883
Epoch 3128/5000
148/148 [==============================] - 0s 74us/step - loss: 13570.2490 - mean_absolute_error: 95.5702 - val_loss: 29057.3829 - val_mean_absolute_error: 150.7422
Epoch 3129/5000
148/148 [==============================] - 0s 68us/step - loss: 13560.9705 - mean_absolute_error: 95.5050 - val_loss: 29041.1407 - val_mean_absolute_error: 150.6965
Epoch 3130/5000
148/148 [==============================] - 0s 74us/step - loss: 13552.7144 - mean_absolute_error: 95.4605 - val_loss: 29025.0884 - val_mean_absolute_error: 150.6513
Epoch 3131/5000
148/148 [==============================] - 0s 74us/step - loss: 13543.5998 - mean_absolute_error: 95.4130 - val_loss: 29008.6820 - val_mean_absolute_error: 150.6057
Epoch 3132/5000
148/148 [==============================] - 0s 74us/step - loss: 13534.4788 - mean_absolute_error: 95.3714 - val_loss: 28990.9123 - val_mean_absolute_error: 150.5563
Epoch 3133/5000
148/148 [==============================] - 0s 74us/step - loss: 13526.2336 - mean_absolute_error: 95.3320 - val_loss: 28972.2728 - val_mean_absolute_error: 150.5048
Epoch 3134/5000
148/148 [==============================] - 0s 68us/step - loss: 13513.8804 - mean_absolute_error: 95.3240 - val_loss: 28950.3218 - val_mean_absolute_error: 150.4457
Epoch 3135/5000
148/148 [==============================] - 0s 68us/step - loss: 13508.8697 - mean_absolute_error: 95.3344 - val_loss: 28928.9652 - val_mean_absolute_error: 150.3877
Epoch 3136/5000
148/148 [==============================] - 0s 61us/step - loss: 13498.9766 - mean_absolute_error: 95.3341 - val_loss: 28909.4563 - val_mean_absolute_error: 150.3334
Epoch 3137/5000
148/148 [==============================] - 0s 74us/step - loss: 13491.2818 - mean_absolute_error: 95.3222 - val_loss: 28891.8052 - val_mean_absolute_error: 150.2842
Epoch 3138/5000
148/148 [==============================] - 0s 74us/step - loss: 13482.8117 - mean_absolute_error: 95.2968 - val_loss: 28875.0869 - val_mean_absolute_error: 150.2369
Epoch 3139/5000
148/148 [==============================] - 0s 74us/step - loss: 13473.5958 - mean_absolute_error: 95.2633 - val_loss: 28858.2118 - val_mean_absolute_error: 150.1895
Epoch 3140/5000
148/148 [==============================] - 0s 68us/step - loss: 13465.6510 - mean_absolute_error: 95.2325 - val_loss: 28840.8401 - val_mean_absolute_error: 150.1408
Epoch 3141/5000
148/148 [==============================] - 0s 68us/step - loss: 13456.4087 - mean_absolute_error: 95.1948 - val_loss: 28825.4191 - val_mean_absolute_error: 150.0974
Epoch 3142/5000
148/148 [==============================] - 0s 74us/step - loss: 13448.1155 - mean_absolute_error: 95.1466 - val_loss: 28811.4566 - val_mean_absolute_error: 150.0576
Epoch 3143/5000
148/148 [==============================] - 0s 68us/step - loss: 13440.1827 - mean_absolute_error: 95.0957 - val_loss: 28796.7508 - val_mean_absolute_error: 150.0160
Epoch 3144/5000
148/148 [==============================] - 0s 74us/step - loss: 13431.0790 - mean_absolute_error: 95.0431 - val_loss: 28781.8200 - val_mean_absolute_error: 149.9738
Epoch 3145/5000
148/148 [==============================] - 0s 61us/step - loss: 13421.8179 - mean_absolute_error: 95.0006 - val_loss: 28765.4548 - val_mean_absolute_error: 149.9279
Epoch 3146/5000
148/148 [==============================] - 0s 81us/step - loss: 13414.0508 - mean_absolute_error: 94.9665 - val_loss: 28747.2500 - val_mean_absolute_error: 149.8772
Epoch 3147/5000
148/148 [==============================] - 0s 61us/step - loss: 13406.1658 - mean_absolute_error: 94.9731 - val_loss: 28724.8775 - val_mean_absolute_error: 149.8164
Epoch 3148/5000
148/148 [==============================] - 0s 68us/step - loss: 13397.4941 - mean_absolute_error: 94.9979 - val_loss: 28704.8825 - val_mean_absolute_error: 149.7615
Epoch 3149/5000
148/148 [==============================] - 0s 74us/step - loss: 13390.2943 - mean_absolute_error: 94.9914 - val_loss: 28686.0288 - val_mean_absolute_error: 149.7093
Epoch 3150/5000
148/148 [==============================] - 0s 68us/step - loss: 13382.0485 - mean_absolute_error: 94.9711 - val_loss: 28667.7338 - val_mean_absolute_error: 149.6585
Epoch 3151/5000
148/148 [==============================] - 0s 68us/step - loss: 13372.5138 - mean_absolute_error: 94.9763 - val_loss: 28648.2134 - val_mean_absolute_error: 149.6049
Epoch 3152/5000
148/148 [==============================] - 0s 68us/step - loss: 13368.2009 - mean_absolute_error: 94.9854 - val_loss: 28630.3730 - val_mean_absolute_error: 149.5556
Epoch 3153/5000
148/148 [==============================] - 0s 68us/step - loss: 13362.2974 - mean_absolute_error: 94.9778 - val_loss: 28613.8775 - val_mean_absolute_error: 149.5095
Epoch 3154/5000
148/148 [==============================] - 0s 61us/step - loss: 13355.0721 - mean_absolute_error: 94.9565 - val_loss: 28597.4256 - val_mean_absolute_error: 149.4635
Epoch 3155/5000
148/148 [==============================] - 0s 74us/step - loss: 13347.2991 - mean_absolute_error: 94.9252 - val_loss: 28581.6383 - val_mean_absolute_error: 149.4192
Epoch 3156/5000
148/148 [==============================] - 0s 74us/step - loss: 13338.9338 - mean_absolute_error: 94.8892 - val_loss: 28562.9905 - val_mean_absolute_error: 149.3676
Epoch 3157/5000
148/148 [==============================] - 0s 74us/step - loss: 13338.2964 - mean_absolute_error: 94.9116 - val_loss: 28541.8028 - val_mean_absolute_error: 149.3097
Epoch 3158/5000
148/148 [==============================] - 0s 68us/step - loss: 13325.5656 - mean_absolute_error: 94.9067 - val_loss: 28523.9940 - val_mean_absolute_error: 149.2604
Epoch 3159/5000
148/148 [==============================] - 0s 74us/step - loss: 13319.2810 - mean_absolute_error: 94.8925 - val_loss: 28507.1483 - val_mean_absolute_error: 149.2133
Epoch 3160/5000
148/148 [==============================] - 0s 74us/step - loss: 13309.6851 - mean_absolute_error: 94.8578 - val_loss: 28489.8491 - val_mean_absolute_error: 149.1648
Epoch 3161/5000
148/148 [==============================] - 0s 61us/step - loss: 13300.8619 - mean_absolute_error: 94.8113 - val_loss: 28472.2848 - val_mean_absolute_error: 149.1155
Epoch 3162/5000
148/148 [==============================] - 0s 68us/step - loss: 13296.5510 - mean_absolute_error: 94.8047 - val_loss: 28454.9452 - val_mean_absolute_error: 149.0667
Epoch 3163/5000
148/148 [==============================] - 0s 68us/step - loss: 13284.9172 - mean_absolute_error: 94.7775 - val_loss: 28439.1906 - val_mean_absolute_error: 149.0221
Epoch 3164/5000
148/148 [==============================] - 0s 68us/step - loss: 13276.5933 - mean_absolute_error: 94.7488 - val_loss: 28423.6675 - val_mean_absolute_error: 148.9778
Epoch 3165/5000
148/148 [==============================] - 0s 74us/step - loss: 13268.2488 - mean_absolute_error: 94.7137 - val_loss: 28406.6617 - val_mean_absolute_error: 148.9297
Epoch 3166/5000
148/148 [==============================] - 0s 68us/step - loss: 13258.2587 - mean_absolute_error: 94.6855 - val_loss: 28389.1304 - val_mean_absolute_error: 148.8801
Epoch 3167/5000
148/148 [==============================] - 0s 68us/step - loss: 13252.5179 - mean_absolute_error: 94.6845 - val_loss: 28371.4789 - val_mean_absolute_error: 148.8299
Epoch 3168/5000
148/148 [==============================] - 0s 68us/step - loss: 13242.8305 - mean_absolute_error: 94.6536 - val_loss: 28352.7935 - val_mean_absolute_error: 148.7772
Epoch 3169/5000
148/148 [==============================] - 0s 68us/step - loss: 13233.2142 - mean_absolute_error: 94.6161 - val_loss: 28334.0938 - val_mean_absolute_error: 148.7242
Epoch 3170/5000
148/148 [==============================] - 0s 68us/step - loss: 13223.2793 - mean_absolute_error: 94.5745 - val_loss: 28317.3109 - val_mean_absolute_error: 148.6763
Epoch 3171/5000
148/148 [==============================] - 0s 74us/step - loss: 13212.7472 - mean_absolute_error: 94.5198 - val_loss: 28302.5323 - val_mean_absolute_error: 148.6338
Epoch 3172/5000
148/148 [==============================] - 0s 74us/step - loss: 13204.1933 - mean_absolute_error: 94.4709 - val_loss: 28287.9498 - val_mean_absolute_error: 148.5920
Epoch 3173/5000
148/148 [==============================] - 0s 74us/step - loss: 13194.6907 - mean_absolute_error: 94.4130 - val_loss: 28274.3713 - val_mean_absolute_error: 148.5529
Epoch 3174/5000
148/148 [==============================] - 0s 68us/step - loss: 13186.6659 - mean_absolute_error: 94.3672 - val_loss: 28261.0811 - val_mean_absolute_error: 148.5140
Epoch 3175/5000
148/148 [==============================] - 0s 81us/step - loss: 13176.4393 - mean_absolute_error: 94.3364 - val_loss: 28247.4264 - val_mean_absolute_error: 148.4747
Epoch 3176/5000
148/148 [==============================] - 0s 68us/step - loss: 13172.9502 - mean_absolute_error: 94.3392 - val_loss: 28232.8831 - val_mean_absolute_error: 148.4332
Epoch 3177/5000
148/148 [==============================] - 0s 68us/step - loss: 13165.6836 - mean_absolute_error: 94.3158 - val_loss: 28219.6506 - val_mean_absolute_error: 148.3950
Epoch 3178/5000
148/148 [==============================] - 0s 68us/step - loss: 13157.9242 - mean_absolute_error: 94.2840 - val_loss: 28207.1841 - val_mean_absolute_error: 148.3586
Epoch 3179/5000
148/148 [==============================] - 0s 68us/step - loss: 13150.5100 - mean_absolute_error: 94.2539 - val_loss: 28192.7225 - val_mean_absolute_error: 148.3169
Epoch 3180/5000
148/148 [==============================] - 0s 74us/step - loss: 13142.6341 - mean_absolute_error: 94.2193 - val_loss: 28175.7405 - val_mean_absolute_error: 148.2684
Epoch 3181/5000
148/148 [==============================] - 0s 68us/step - loss: 13133.6592 - mean_absolute_error: 94.1766 - val_loss: 28158.9077 - val_mean_absolute_error: 148.2203
Epoch 3182/5000
148/148 [==============================] - 0s 68us/step - loss: 13123.6628 - mean_absolute_error: 94.1257 - val_loss: 28142.8434 - val_mean_absolute_error: 148.1745
Epoch 3183/5000
148/148 [==============================] - 0s 61us/step - loss: 13115.4303 - mean_absolute_error: 94.0869 - val_loss: 28126.8350 - val_mean_absolute_error: 148.1286
Epoch 3184/5000
148/148 [==============================] - 0s 74us/step - loss: 13106.2108 - mean_absolute_error: 94.0469 - val_loss: 28113.0624 - val_mean_absolute_error: 148.0889
Epoch 3185/5000
148/148 [==============================] - 0s 68us/step - loss: 13099.1117 - mean_absolute_error: 94.0056 - val_loss: 28098.1342 - val_mean_absolute_error: 148.0464
Epoch 3186/5000
148/148 [==============================] - 0s 74us/step - loss: 13088.7894 - mean_absolute_error: 93.9822 - val_loss: 28081.1165 - val_mean_absolute_error: 147.9986
Epoch 3187/5000
148/148 [==============================] - 0s 68us/step - loss: 13086.3007 - mean_absolute_error: 94.0079 - val_loss: 28066.0848 - val_mean_absolute_error: 147.9559
Epoch 3188/5000
148/148 [==============================] - 0s 68us/step - loss: 13079.4962 - mean_absolute_error: 93.9912 - val_loss: 28049.4245 - val_mean_absolute_error: 147.9086
Epoch 3189/5000
148/148 [==============================] - 0s 68us/step - loss: 13071.2546 - mean_absolute_error: 93.9610 - val_loss: 28032.1747 - val_mean_absolute_error: 147.8593
Epoch 3190/5000
148/148 [==============================] - 0s 74us/step - loss: 13062.5599 - mean_absolute_error: 93.9260 - val_loss: 28015.8498 - val_mean_absolute_error: 147.8125
Epoch 3191/5000
148/148 [==============================] - 0s 74us/step - loss: 13055.6250 - mean_absolute_error: 93.8917 - val_loss: 27999.1712 - val_mean_absolute_error: 147.7648
Epoch 3192/5000
148/148 [==============================] - 0s 68us/step - loss: 13043.6367 - mean_absolute_error: 93.8341 - val_loss: 27982.8073 - val_mean_absolute_error: 147.7178
Epoch 3193/5000
148/148 [==============================] - 0s 74us/step - loss: 13033.6646 - mean_absolute_error: 93.7786 - val_loss: 27967.9333 - val_mean_absolute_error: 147.6744
Epoch 3194/5000
148/148 [==============================] - 0s 68us/step - loss: 13026.7551 - mean_absolute_error: 93.7294 - val_loss: 27953.3630 - val_mean_absolute_error: 147.6313
Epoch 3195/5000
148/148 [==============================] - 0s 68us/step - loss: 13014.0776 - mean_absolute_error: 93.6935 - val_loss: 27935.5914 - val_mean_absolute_error: 147.5808
Epoch 3196/5000
148/148 [==============================] - 0s 68us/step - loss: 13013.8711 - mean_absolute_error: 93.7323 - val_loss: 27919.0983 - val_mean_absolute_error: 147.5335
Epoch 3197/5000
148/148 [==============================] - 0s 74us/step - loss: 13004.8188 - mean_absolute_error: 93.7147 - val_loss: 27904.4370 - val_mean_absolute_error: 147.4908
Epoch 3198/5000
148/148 [==============================] - 0s 68us/step - loss: 12998.1198 - mean_absolute_error: 93.6781 - val_loss: 27891.5120 - val_mean_absolute_error: 147.4524
Epoch 3199/5000
148/148 [==============================] - 0s 74us/step - loss: 12988.2270 - mean_absolute_error: 93.6221 - val_loss: 27876.6566 - val_mean_absolute_error: 147.4090
Epoch 3200/5000
148/148 [==============================] - 0s 68us/step - loss: 12978.8043 - mean_absolute_error: 93.5817 - val_loss: 27861.7934 - val_mean_absolute_error: 147.3656
Epoch 3201/5000
148/148 [==============================] - 0s 74us/step - loss: 12970.6686 - mean_absolute_error: 93.5407 - val_loss: 27846.3759 - val_mean_absolute_error: 147.3212
Epoch 3202/5000
148/148 [==============================] - 0s 68us/step - loss: 12961.7660 - mean_absolute_error: 93.4994 - val_loss: 27830.9924 - val_mean_absolute_error: 147.2767
Epoch 3203/5000
148/148 [==============================] - 0s 81us/step - loss: 12953.6601 - mean_absolute_error: 93.4600 - val_loss: 27815.5262 - val_mean_absolute_error: 147.2321
Epoch 3204/5000
148/148 [==============================] - 0s 68us/step - loss: 12944.7987 - mean_absolute_error: 93.4204 - val_loss: 27800.3845 - val_mean_absolute_error: 147.1883
Epoch 3205/5000
148/148 [==============================] - 0s 68us/step - loss: 12936.7632 - mean_absolute_error: 93.3821 - val_loss: 27785.1226 - val_mean_absolute_error: 147.1440
Epoch 3206/5000
148/148 [==============================] - 0s 74us/step - loss: 12927.2773 - mean_absolute_error: 93.3343 - val_loss: 27769.2248 - val_mean_absolute_error: 147.0983
Epoch 3207/5000
148/148 [==============================] - 0s 74us/step - loss: 12919.4617 - mean_absolute_error: 93.2921 - val_loss: 27752.8365 - val_mean_absolute_error: 147.0509
Epoch 3208/5000
148/148 [==============================] - 0s 68us/step - loss: 12910.2233 - mean_absolute_error: 93.2481 - val_loss: 27736.0298 - val_mean_absolute_error: 147.0024
Epoch 3209/5000
148/148 [==============================] - 0s 68us/step - loss: 12902.2752 - mean_absolute_error: 93.2195 - val_loss: 27718.1841 - val_mean_absolute_error: 146.9506
Epoch 3210/5000
148/148 [==============================] - 0s 68us/step - loss: 12892.9636 - mean_absolute_error: 93.1643 - val_loss: 27703.5026 - val_mean_absolute_error: 146.9077
Epoch 3211/5000
148/148 [==============================] - 0s 68us/step - loss: 12883.2459 - mean_absolute_error: 93.1128 - val_loss: 27689.4426 - val_mean_absolute_error: 146.8658
Epoch 3212/5000
148/148 [==============================] - 0s 68us/step - loss: 12873.8777 - mean_absolute_error: 93.0593 - val_loss: 27672.7713 - val_mean_absolute_error: 146.8169
Epoch 3213/5000
148/148 [==============================] - 0s 74us/step - loss: 12865.9510 - mean_absolute_error: 93.0134 - val_loss: 27655.8753 - val_mean_absolute_error: 146.7675
Epoch 3214/5000
148/148 [==============================] - 0s 68us/step - loss: 12856.0119 - mean_absolute_error: 92.9664 - val_loss: 27638.8536 - val_mean_absolute_error: 146.7180
Epoch 3215/5000
148/148 [==============================] - 0s 74us/step - loss: 12847.0024 - mean_absolute_error: 92.9241 - val_loss: 27622.3003 - val_mean_absolute_error: 146.6694
Epoch 3216/5000
148/148 [==============================] - 0s 68us/step - loss: 12838.5528 - mean_absolute_error: 92.8750 - val_loss: 27605.0222 - val_mean_absolute_error: 146.6194
Epoch 3217/5000
148/148 [==============================] - 0s 68us/step - loss: 12829.2399 - mean_absolute_error: 92.8285 - val_loss: 27588.3011 - val_mean_absolute_error: 146.5708
Epoch 3218/5000
148/148 [==============================] - 0s 68us/step - loss: 12821.9168 - mean_absolute_error: 92.7863 - val_loss: 27571.2723 - val_mean_absolute_error: 146.5212
Epoch 3219/5000
148/148 [==============================] - 0s 74us/step - loss: 12813.0429 - mean_absolute_error: 92.7504 - val_loss: 27552.3016 - val_mean_absolute_error: 146.4676
Epoch 3220/5000
148/148 [==============================] - 0s 61us/step - loss: 12803.9947 - mean_absolute_error: 92.7101 - val_loss: 27534.8686 - val_mean_absolute_error: 146.4179
Epoch 3221/5000
148/148 [==============================] - 0s 74us/step - loss: 12795.1628 - mean_absolute_error: 92.6742 - val_loss: 27517.6143 - val_mean_absolute_error: 146.3682
Epoch 3222/5000
148/148 [==============================] - 0s 68us/step - loss: 12787.0945 - mean_absolute_error: 92.6403 - val_loss: 27500.7859 - val_mean_absolute_error: 146.3195
Epoch 3223/5000
148/148 [==============================] - 0s 68us/step - loss: 12780.1909 - mean_absolute_error: 92.5958 - val_loss: 27485.5620 - val_mean_absolute_error: 146.2748
Epoch 3224/5000
148/148 [==============================] - 0s 68us/step - loss: 12769.7589 - mean_absolute_error: 92.5448 - val_loss: 27470.3151 - val_mean_absolute_error: 146.2294
Epoch 3225/5000
148/148 [==============================] - 0s 61us/step - loss: 12763.6898 - mean_absolute_error: 92.5002 - val_loss: 27454.7115 - val_mean_absolute_error: 146.1830
Epoch 3226/5000
148/148 [==============================] - 0s 68us/step - loss: 12753.7664 - mean_absolute_error: 92.4506 - val_loss: 27439.0579 - val_mean_absolute_error: 146.1373
Epoch 3227/5000
148/148 [==============================] - 0s 68us/step - loss: 12745.9924 - mean_absolute_error: 92.4157 - val_loss: 27423.4774 - val_mean_absolute_error: 146.0917
Epoch 3228/5000
148/148 [==============================] - 0s 68us/step - loss: 12737.5259 - mean_absolute_error: 92.3787 - val_loss: 27407.7271 - val_mean_absolute_error: 146.0458
Epoch 3229/5000
148/148 [==============================] - 0s 68us/step - loss: 12730.3154 - mean_absolute_error: 92.3447 - val_loss: 27391.3288 - val_mean_absolute_error: 145.9979
Epoch 3230/5000
148/148 [==============================] - 0s 68us/step - loss: 12720.9324 - mean_absolute_error: 92.3090 - val_loss: 27373.5866 - val_mean_absolute_error: 145.9462
Epoch 3231/5000
148/148 [==============================] - 0s 68us/step - loss: 12712.1566 - mean_absolute_error: 92.2832 - val_loss: 27355.7125 - val_mean_absolute_error: 145.8939
Epoch 3232/5000
148/148 [==============================] - 0s 68us/step - loss: 12703.4065 - mean_absolute_error: 92.2539 - val_loss: 27339.4164 - val_mean_absolute_error: 145.8462
Epoch 3233/5000
148/148 [==============================] - 0s 68us/step - loss: 12695.8391 - mean_absolute_error: 92.2257 - val_loss: 27321.9377 - val_mean_absolute_error: 145.7953
Epoch 3234/5000
148/148 [==============================] - 0s 68us/step - loss: 12687.4738 - mean_absolute_error: 92.1892 - val_loss: 27305.0588 - val_mean_absolute_error: 145.7464
Epoch 3235/5000
148/148 [==============================] - 0s 68us/step - loss: 12678.3938 - mean_absolute_error: 92.1405 - val_loss: 27289.0133 - val_mean_absolute_error: 145.6995
Epoch 3236/5000
148/148 [==============================] - 0s 68us/step - loss: 12670.5746 - mean_absolute_error: 92.0977 - val_loss: 27274.8713 - val_mean_absolute_error: 145.6573
Epoch 3237/5000
148/148 [==============================] - 0s 81us/step - loss: 12666.2894 - mean_absolute_error: 92.0527 - val_loss: 27262.9759 - val_mean_absolute_error: 145.6210
Epoch 3238/5000
148/148 [==============================] - 0s 74us/step - loss: 12655.7832 - mean_absolute_error: 92.0033 - val_loss: 27248.1087 - val_mean_absolute_error: 145.5772
Epoch 3239/5000
148/148 [==============================] - 0s 81us/step - loss: 12647.4987 - mean_absolute_error: 91.9919 - val_loss: 27231.6714 - val_mean_absolute_error: 145.5309
Epoch 3240/5000
148/148 [==============================] - 0s 61us/step - loss: 12638.8624 - mean_absolute_error: 91.9713 - val_loss: 27214.3121 - val_mean_absolute_error: 145.4821
Epoch 3241/5000
148/148 [==============================] - 0s 68us/step - loss: 12630.9620 - mean_absolute_error: 91.9487 - val_loss: 27197.3251 - val_mean_absolute_error: 145.4332
Epoch 3242/5000
148/148 [==============================] - 0s 128us/step - loss: 12623.0498 - mean_absolute_error: 91.9190 - val_loss: 27182.4116 - val_mean_absolute_error: 145.3896
Epoch 3243/5000
148/148 [==============================] - 0s 68us/step - loss: 12614.0479 - mean_absolute_error: 91.8815 - val_loss: 27166.6006 - val_mean_absolute_error: 145.3432
Epoch 3244/5000
148/148 [==============================] - 0s 68us/step - loss: 12606.5353 - mean_absolute_error: 91.8435 - val_loss: 27150.7394 - val_mean_absolute_error: 145.2968
Epoch 3245/5000
148/148 [==============================] - 0s 74us/step - loss: 12598.4517 - mean_absolute_error: 91.8120 - val_loss: 27133.5419 - val_mean_absolute_error: 145.2461
Epoch 3246/5000
148/148 [==============================] - 0s 68us/step - loss: 12589.1714 - mean_absolute_error: 91.7726 - val_loss: 27117.3512 - val_mean_absolute_error: 145.1984
Epoch 3247/5000
148/148 [==============================] - 0s 68us/step - loss: 12583.7741 - mean_absolute_error: 91.7314 - val_loss: 27101.1838 - val_mean_absolute_error: 145.1506
Epoch 3248/5000
148/148 [==============================] - 0s 68us/step - loss: 12573.5418 - mean_absolute_error: 91.7002 - val_loss: 27084.2132 - val_mean_absolute_error: 145.1007
Epoch 3249/5000
148/148 [==============================] - 0s 74us/step - loss: 12564.6447 - mean_absolute_error: 91.6909 - val_loss: 27068.0597 - val_mean_absolute_error: 145.0529
Epoch 3250/5000
148/148 [==============================] - 0s 68us/step - loss: 12557.3080 - mean_absolute_error: 91.6738 - val_loss: 27051.4677 - val_mean_absolute_error: 145.0036
Epoch 3251/5000
148/148 [==============================] - 0s 68us/step - loss: 12548.3905 - mean_absolute_error: 91.6481 - val_loss: 27034.0310 - val_mean_absolute_error: 144.9518
Epoch 3252/5000
148/148 [==============================] - 0s 81us/step - loss: 12539.1700 - mean_absolute_error: 91.6136 - val_loss: 27018.3548 - val_mean_absolute_error: 144.9046
Epoch 3253/5000
148/148 [==============================] - 0s 68us/step - loss: 12532.1958 - mean_absolute_error: 91.5738 - val_loss: 27003.1434 - val_mean_absolute_error: 144.8597
Epoch 3254/5000
148/148 [==============================] - 0s 68us/step - loss: 12522.8131 - mean_absolute_error: 91.5296 - val_loss: 26987.0298 - val_mean_absolute_error: 144.8117
Epoch 3255/5000
148/148 [==============================] - 0s 68us/step - loss: 12513.9598 - mean_absolute_error: 91.4857 - val_loss: 26971.1943 - val_mean_absolute_error: 144.7640
Epoch 3256/5000
148/148 [==============================] - 0s 68us/step - loss: 12506.1113 - mean_absolute_error: 91.4406 - val_loss: 26954.9127 - val_mean_absolute_error: 144.7152
Epoch 3257/5000
148/148 [==============================] - 0s 68us/step - loss: 12498.1295 - mean_absolute_error: 91.3911 - val_loss: 26941.0951 - val_mean_absolute_error: 144.6732
Epoch 3258/5000
148/148 [==============================] - 0s 68us/step - loss: 12489.3220 - mean_absolute_error: 91.3411 - val_loss: 26928.2541 - val_mean_absolute_error: 144.6357
Epoch 3259/5000
148/148 [==============================] - 0s 68us/step - loss: 12483.3189 - mean_absolute_error: 91.2969 - val_loss: 26915.6138 - val_mean_absolute_error: 144.5985
Epoch 3260/5000
148/148 [==============================] - 0s 68us/step - loss: 12474.7883 - mean_absolute_error: 91.2477 - val_loss: 26901.1430 - val_mean_absolute_error: 144.5559
Epoch 3261/5000
148/148 [==============================] - 0s 61us/step - loss: 12468.0285 - mean_absolute_error: 91.2061 - val_loss: 26886.6174 - val_mean_absolute_error: 144.5127
Epoch 3262/5000
148/148 [==============================] - 0s 68us/step - loss: 12460.2051 - mean_absolute_error: 91.1666 - val_loss: 26871.6027 - val_mean_absolute_error: 144.4683
Epoch 3263/5000
148/148 [==============================] - 0s 68us/step - loss: 12451.8038 - mean_absolute_error: 91.1315 - val_loss: 26856.5098 - val_mean_absolute_error: 144.4240
Epoch 3264/5000
148/148 [==============================] - 0s 68us/step - loss: 12445.2222 - mean_absolute_error: 91.1014 - val_loss: 26840.7584 - val_mean_absolute_error: 144.3780
Epoch 3265/5000
148/148 [==============================] - 0s 68us/step - loss: 12435.7829 - mean_absolute_error: 91.1048 - val_loss: 26821.8092 - val_mean_absolute_error: 144.3249
Epoch 3266/5000
148/148 [==============================] - 0s 61us/step - loss: 12429.0045 - mean_absolute_error: 91.1319 - val_loss: 26805.2746 - val_mean_absolute_error: 144.2777
Epoch 3267/5000
148/148 [==============================] - 0s 74us/step - loss: 12421.3924 - mean_absolute_error: 91.1293 - val_loss: 26790.1937 - val_mean_absolute_error: 144.2338
Epoch 3268/5000
148/148 [==============================] - 0s 68us/step - loss: 12417.7710 - mean_absolute_error: 91.1391 - val_loss: 26773.0737 - val_mean_absolute_error: 144.1838
Epoch 3269/5000
148/148 [==============================] - 0s 61us/step - loss: 12408.2163 - mean_absolute_error: 91.1223 - val_loss: 26756.3821 - val_mean_absolute_error: 144.1343
Epoch 3270/5000
148/148 [==============================] - 0s 74us/step - loss: 12402.5249 - mean_absolute_error: 91.1119 - val_loss: 26739.0952 - val_mean_absolute_error: 144.0838
Epoch 3271/5000
148/148 [==============================] - 0s 68us/step - loss: 12392.6428 - mean_absolute_error: 91.0814 - val_loss: 26723.4723 - val_mean_absolute_error: 144.0375
Epoch 3272/5000
148/148 [==============================] - 0s 74us/step - loss: 12385.4353 - mean_absolute_error: 91.0537 - val_loss: 26708.0962 - val_mean_absolute_error: 143.9914
Epoch 3273/5000
148/148 [==============================] - 0s 74us/step - loss: 12377.4642 - mean_absolute_error: 91.0198 - val_loss: 26692.2820 - val_mean_absolute_error: 143.9442
Epoch 3274/5000
148/148 [==============================] - 0s 61us/step - loss: 12368.9564 - mean_absolute_error: 90.9813 - val_loss: 26675.1833 - val_mean_absolute_error: 143.8928
Epoch 3275/5000
148/148 [==============================] - 0s 68us/step - loss: 12359.8680 - mean_absolute_error: 90.9306 - val_loss: 26659.2565 - val_mean_absolute_error: 143.8445
Epoch 3276/5000
148/148 [==============================] - 0s 81us/step - loss: 12350.0284 - mean_absolute_error: 90.8772 - val_loss: 26645.1478 - val_mean_absolute_error: 143.8020
Epoch 3277/5000
148/148 [==============================] - 0s 68us/step - loss: 12341.6100 - mean_absolute_error: 90.8251 - val_loss: 26629.6669 - val_mean_absolute_error: 143.7555
Epoch 3278/5000
148/148 [==============================] - 0s 68us/step - loss: 12333.6068 - mean_absolute_error: 90.7864 - val_loss: 26612.0570 - val_mean_absolute_error: 143.7028
Epoch 3279/5000
148/148 [==============================] - 0s 74us/step - loss: 12325.3998 - mean_absolute_error: 90.7438 - val_loss: 26594.4253 - val_mean_absolute_error: 143.6499
Epoch 3280/5000
148/148 [==============================] - 0s 74us/step - loss: 12315.6019 - mean_absolute_error: 90.6968 - val_loss: 26577.5062 - val_mean_absolute_error: 143.5991
Epoch 3281/5000
148/148 [==============================] - 0s 68us/step - loss: 12307.2989 - mean_absolute_error: 90.6607 - val_loss: 26560.8501 - val_mean_absolute_error: 143.5489
Epoch 3282/5000
148/148 [==============================] - 0s 68us/step - loss: 12298.8341 - mean_absolute_error: 90.6217 - val_loss: 26545.7549 - val_mean_absolute_error: 143.5037
Epoch 3283/5000
148/148 [==============================] - 0s 74us/step - loss: 12291.5757 - mean_absolute_error: 90.5888 - val_loss: 26531.8010 - val_mean_absolute_error: 143.4624
Epoch 3284/5000
148/148 [==============================] - 0s 68us/step - loss: 12283.5124 - mean_absolute_error: 90.5503 - val_loss: 26517.7080 - val_mean_absolute_error: 143.4203
Epoch 3285/5000
148/148 [==============================] - 0s 74us/step - loss: 12277.6221 - mean_absolute_error: 90.5115 - val_loss: 26502.3873 - val_mean_absolute_error: 143.3744
Epoch 3286/5000
148/148 [==============================] - 0s 61us/step - loss: 12268.8296 - mean_absolute_error: 90.4668 - val_loss: 26487.3005 - val_mean_absolute_error: 143.3293
Epoch 3287/5000
148/148 [==============================] - 0s 68us/step - loss: 12261.7937 - mean_absolute_error: 90.4344 - val_loss: 26471.9941 - val_mean_absolute_error: 143.2834
Epoch 3288/5000
148/148 [==============================] - 0s 74us/step - loss: 12253.6133 - mean_absolute_error: 90.3981 - val_loss: 26457.3318 - val_mean_absolute_error: 143.2386
Epoch 3289/5000
148/148 [==============================] - 0s 61us/step - loss: 12246.0312 - mean_absolute_error: 90.3575 - val_loss: 26443.5280 - val_mean_absolute_error: 143.1962
Epoch 3290/5000
148/148 [==============================] - 0s 74us/step - loss: 12237.3260 - mean_absolute_error: 90.3167 - val_loss: 26427.5052 - val_mean_absolute_error: 143.1475
Epoch 3291/5000
148/148 [==============================] - 0s 68us/step - loss: 12229.2803 - mean_absolute_error: 90.2822 - val_loss: 26411.1984 - val_mean_absolute_error: 143.0982
Epoch 3292/5000
148/148 [==============================] - 0s 68us/step - loss: 12220.5568 - mean_absolute_error: 90.2461 - val_loss: 26395.6819 - val_mean_absolute_error: 143.0513
Epoch 3293/5000
148/148 [==============================] - 0s 68us/step - loss: 12213.0786 - mean_absolute_error: 90.2121 - val_loss: 26380.1830 - val_mean_absolute_error: 143.0047
Epoch 3294/5000
148/148 [==============================] - 0s 68us/step - loss: 12204.7824 - mean_absolute_error: 90.1786 - val_loss: 26363.7034 - val_mean_absolute_error: 142.9554
Epoch 3295/5000
148/148 [==============================] - 0s 61us/step - loss: 12197.2834 - mean_absolute_error: 90.1452 - val_loss: 26346.2281 - val_mean_absolute_error: 142.9028
Epoch 3296/5000
148/148 [==============================] - 0s 74us/step - loss: 12189.0557 - mean_absolute_error: 90.1056 - val_loss: 26330.9064 - val_mean_absolute_error: 142.8565
Epoch 3297/5000
148/148 [==============================] - 0s 74us/step - loss: 12180.1322 - mean_absolute_error: 90.0632 - val_loss: 26315.8697 - val_mean_absolute_error: 142.8114
Epoch 3298/5000
148/148 [==============================] - 0s 68us/step - loss: 12173.1316 - mean_absolute_error: 90.0324 - val_loss: 26301.3547 - val_mean_absolute_error: 142.7671
Epoch 3299/5000
148/148 [==============================] - 0s 74us/step - loss: 12164.8623 - mean_absolute_error: 89.9856 - val_loss: 26287.7881 - val_mean_absolute_error: 142.7260
Epoch 3300/5000
148/148 [==============================] - 0s 74us/step - loss: 12159.2764 - mean_absolute_error: 89.9437 - val_loss: 26273.7529 - val_mean_absolute_error: 142.6831
Epoch 3301/5000
148/148 [==============================] - 0s 74us/step - loss: 12151.6833 - mean_absolute_error: 89.8970 - val_loss: 26260.4545 - val_mean_absolute_error: 142.6420
Epoch 3302/5000
148/148 [==============================] - 0s 68us/step - loss: 12144.0222 - mean_absolute_error: 89.8548 - val_loss: 26246.2064 - val_mean_absolute_error: 142.5984
Epoch 3303/5000
148/148 [==============================] - 0s 68us/step - loss: 12137.5963 - mean_absolute_error: 89.8147 - val_loss: 26230.9900 - val_mean_absolute_error: 142.5521
Epoch 3304/5000
148/148 [==============================] - 0s 68us/step - loss: 12130.6093 - mean_absolute_error: 89.7722 - val_loss: 26216.4039 - val_mean_absolute_error: 142.5079
Epoch 3305/5000
148/148 [==============================] - 0s 61us/step - loss: 12122.1964 - mean_absolute_error: 89.7573 - val_loss: 26202.2537 - val_mean_absolute_error: 142.4653
Epoch 3306/5000
148/148 [==============================] - 0s 74us/step - loss: 12116.5085 - mean_absolute_error: 89.7635 - val_loss: 26188.2855 - val_mean_absolute_error: 142.4236
Epoch 3307/5000
148/148 [==============================] - 0s 68us/step - loss: 12107.8761 - mean_absolute_error: 89.7489 - val_loss: 26173.9289 - val_mean_absolute_error: 142.3802
Epoch 3308/5000
148/148 [==============================] - 0s 68us/step - loss: 12100.6621 - mean_absolute_error: 89.7282 - val_loss: 26157.3159 - val_mean_absolute_error: 142.3300
Epoch 3309/5000
148/148 [==============================] - 0s 68us/step - loss: 12092.2998 - mean_absolute_error: 89.7024 - val_loss: 26141.3449 - val_mean_absolute_error: 142.2818
Epoch 3310/5000
148/148 [==============================] - 0s 74us/step - loss: 12084.8217 - mean_absolute_error: 89.6708 - val_loss: 26125.8853 - val_mean_absolute_error: 142.2351
Epoch 3311/5000
148/148 [==============================] - 0s 61us/step - loss: 12076.7306 - mean_absolute_error: 89.6361 - val_loss: 26112.8291 - val_mean_absolute_error: 142.1950
Epoch 3312/5000
148/148 [==============================] - 0s 74us/step - loss: 12068.9689 - mean_absolute_error: 89.5948 - val_loss: 26100.1882 - val_mean_absolute_error: 142.1549
Epoch 3313/5000
148/148 [==============================] - 0s 68us/step - loss: 12062.6254 - mean_absolute_error: 89.5618 - val_loss: 26086.1952 - val_mean_absolute_error: 142.1115
Epoch 3314/5000
148/148 [==============================] - 0s 74us/step - loss: 12054.4527 - mean_absolute_error: 89.5250 - val_loss: 26072.8848 - val_mean_absolute_error: 142.0703
Epoch 3315/5000
148/148 [==============================] - 0s 74us/step - loss: 12048.7058 - mean_absolute_error: 89.4856 - val_loss: 26059.2990 - val_mean_absolute_error: 142.0280
Epoch 3316/5000
148/148 [==============================] - 0s 74us/step - loss: 12042.6752 - mean_absolute_error: 89.4368 - val_loss: 26046.5883 - val_mean_absolute_error: 141.9875
Epoch 3317/5000
148/148 [==============================] - 0s 68us/step - loss: 12033.1109 - mean_absolute_error: 89.4006 - val_loss: 26032.2930 - val_mean_absolute_error: 141.9433
Epoch 3318/5000
148/148 [==============================] - 0s 68us/step - loss: 12024.4054 - mean_absolute_error: 89.4017 - val_loss: 26017.8441 - val_mean_absolute_error: 141.8991
Epoch 3319/5000
148/148 [==============================] - 0s 74us/step - loss: 12021.1291 - mean_absolute_error: 89.4263 - val_loss: 26002.8682 - val_mean_absolute_error: 141.8544
Epoch 3320/5000
148/148 [==============================] - 0s 74us/step - loss: 12014.4935 - mean_absolute_error: 89.4471 - val_loss: 25988.3923 - val_mean_absolute_error: 141.8109
Epoch 3321/5000
148/148 [==============================] - 0s 68us/step - loss: 12008.9147 - mean_absolute_error: 89.4456 - val_loss: 25974.6551 - val_mean_absolute_error: 141.7693
Epoch 3322/5000
148/148 [==============================] - 0s 74us/step - loss: 12000.7181 - mean_absolute_error: 89.4287 - val_loss: 25959.6199 - val_mean_absolute_error: 141.7234
Epoch 3323/5000
148/148 [==============================] - 0s 68us/step - loss: 11993.7212 - mean_absolute_error: 89.3945 - val_loss: 25945.2579 - val_mean_absolute_error: 141.6788
Epoch 3324/5000
148/148 [==============================] - 0s 68us/step - loss: 11986.0502 - mean_absolute_error: 89.3500 - val_loss: 25929.6711 - val_mean_absolute_error: 141.6305
Epoch 3325/5000
148/148 [==============================] - 0s 68us/step - loss: 11977.9646 - mean_absolute_error: 89.3088 - val_loss: 25913.9452 - val_mean_absolute_error: 141.5825
Epoch 3326/5000
148/148 [==============================] - 0s 74us/step - loss: 11969.6544 - mean_absolute_error: 89.2931 - val_loss: 25898.0269 - val_mean_absolute_error: 141.5338
Epoch 3327/5000
148/148 [==============================] - 0s 68us/step - loss: 11963.1859 - mean_absolute_error: 89.2770 - val_loss: 25882.8010 - val_mean_absolute_error: 141.4871
Epoch 3328/5000
148/148 [==============================] - 0s 68us/step - loss: 11955.4347 - mean_absolute_error: 89.2471 - val_loss: 25868.3336 - val_mean_absolute_error: 141.4417
Epoch 3329/5000
148/148 [==============================] - 0s 74us/step - loss: 11947.7474 - mean_absolute_error: 89.2148 - val_loss: 25852.5009 - val_mean_absolute_error: 141.3926
Epoch 3330/5000
148/148 [==============================] - 0s 61us/step - loss: 11940.1570 - mean_absolute_error: 89.1794 - val_loss: 25837.5201 - val_mean_absolute_error: 141.3461
Epoch 3331/5000
148/148 [==============================] - 0s 74us/step - loss: 11933.2205 - mean_absolute_error: 89.1394 - val_loss: 25823.3043 - val_mean_absolute_error: 141.3019
Epoch 3332/5000
148/148 [==============================] - 0s 74us/step - loss: 11925.5828 - mean_absolute_error: 89.0936 - val_loss: 25808.9070 - val_mean_absolute_error: 141.2575
Epoch 3333/5000
148/148 [==============================] - 0s 68us/step - loss: 11916.9984 - mean_absolute_error: 89.0434 - val_loss: 25793.7598 - val_mean_absolute_error: 141.2106
Epoch 3334/5000
148/148 [==============================] - 0s 68us/step - loss: 11909.8152 - mean_absolute_error: 89.0073 - val_loss: 25777.3120 - val_mean_absolute_error: 141.1601
Epoch 3335/5000
148/148 [==============================] - 0s 61us/step - loss: 11902.0099 - mean_absolute_error: 88.9674 - val_loss: 25762.8198 - val_mean_absolute_error: 141.1152
Epoch 3336/5000
148/148 [==============================] - 0s 68us/step - loss: 11894.8491 - mean_absolute_error: 88.9317 - val_loss: 25749.8296 - val_mean_absolute_error: 141.0743
Epoch 3337/5000
148/148 [==============================] - 0s 68us/step - loss: 11886.6071 - mean_absolute_error: 88.8922 - val_loss: 25736.0848 - val_mean_absolute_error: 141.0311
Epoch 3338/5000
148/148 [==============================] - 0s 74us/step - loss: 11879.8607 - mean_absolute_error: 88.8544 - val_loss: 25722.3937 - val_mean_absolute_error: 140.9879
Epoch 3339/5000
148/148 [==============================] - 0s 68us/step - loss: 11872.3334 - mean_absolute_error: 88.8092 - val_loss: 25707.5620 - val_mean_absolute_error: 140.9415
Epoch 3340/5000
148/148 [==============================] - 0s 74us/step - loss: 11864.9808 - mean_absolute_error: 88.7763 - val_loss: 25691.4241 - val_mean_absolute_error: 140.8913
Epoch 3341/5000
148/148 [==============================] - 0s 68us/step - loss: 11857.0922 - mean_absolute_error: 88.7417 - val_loss: 25674.2620 - val_mean_absolute_error: 140.8382
Epoch 3342/5000
148/148 [==============================] - 0s 68us/step - loss: 11849.0988 - mean_absolute_error: 88.7027 - val_loss: 25659.4437 - val_mean_absolute_error: 140.7927
Epoch 3343/5000
148/148 [==============================] - 0s 74us/step - loss: 11840.9767 - mean_absolute_error: 88.6561 - val_loss: 25644.3585 - val_mean_absolute_error: 140.7460
Epoch 3344/5000
148/148 [==============================] - 0s 68us/step - loss: 11833.2428 - mean_absolute_error: 88.6062 - val_loss: 25630.9109 - val_mean_absolute_error: 140.7036
Epoch 3345/5000
148/148 [==============================] - 0s 68us/step - loss: 11827.5801 - mean_absolute_error: 88.5595 - val_loss: 25618.1764 - val_mean_absolute_error: 140.6632
Epoch 3346/5000
148/148 [==============================] - 0s 74us/step - loss: 11818.5992 - mean_absolute_error: 88.5053 - val_loss: 25604.2634 - val_mean_absolute_error: 140.6196
Epoch 3347/5000
148/148 [==============================] - 0s 68us/step - loss: 11811.8230 - mean_absolute_error: 88.4667 - val_loss: 25590.1475 - val_mean_absolute_error: 140.5755
Epoch 3348/5000
148/148 [==============================] - 0s 74us/step - loss: 11804.4418 - mean_absolute_error: 88.4327 - val_loss: 25576.5357 - val_mean_absolute_error: 140.5336
Epoch 3349/5000
148/148 [==============================] - 0s 61us/step - loss: 11798.9179 - mean_absolute_error: 88.4100 - val_loss: 25562.3862 - val_mean_absolute_error: 140.4899
Epoch 3350/5000
148/148 [==============================] - 0s 68us/step - loss: 11790.9790 - mean_absolute_error: 88.3768 - val_loss: 25548.1640 - val_mean_absolute_error: 140.4459
Epoch 3351/5000
148/148 [==============================] - 0s 61us/step - loss: 11784.4430 - mean_absolute_error: 88.3466 - val_loss: 25533.4470 - val_mean_absolute_error: 140.4004
Epoch 3352/5000
148/148 [==============================] - 0s 68us/step - loss: 11777.2223 - mean_absolute_error: 88.3140 - val_loss: 25518.3203 - val_mean_absolute_error: 140.3536
Epoch 3353/5000
148/148 [==============================] - 0s 61us/step - loss: 11770.0825 - mean_absolute_error: 88.2829 - val_loss: 25503.7877 - val_mean_absolute_error: 140.3080
Epoch 3354/5000
148/148 [==============================] - 0s 68us/step - loss: 11762.7809 - mean_absolute_error: 88.2483 - val_loss: 25487.6626 - val_mean_absolute_error: 140.2587
Epoch 3355/5000
148/148 [==============================] - 0s 68us/step - loss: 11754.7764 - mean_absolute_error: 88.2104 - val_loss: 25472.2890 - val_mean_absolute_error: 140.2111
Epoch 3356/5000
148/148 [==============================] - 0s 68us/step - loss: 11748.5714 - mean_absolute_error: 88.1776 - val_loss: 25456.5122 - val_mean_absolute_error: 140.1628
Epoch 3357/5000
148/148 [==============================] - 0s 68us/step - loss: 11737.6487 - mean_absolute_error: 88.1826 - val_loss: 25436.4659 - val_mean_absolute_error: 140.1046
Epoch 3358/5000
148/148 [==============================] - 0s 74us/step - loss: 11733.4730 - mean_absolute_error: 88.2209 - val_loss: 25416.9254 - val_mean_absolute_error: 140.0466
Epoch 3359/5000
148/148 [==============================] - 0s 74us/step - loss: 11724.9510 - mean_absolute_error: 88.2542 - val_loss: 25399.6840 - val_mean_absolute_error: 139.9942
Epoch 3360/5000
148/148 [==============================] - 0s 68us/step - loss: 11720.5132 - mean_absolute_error: 88.2674 - val_loss: 25381.8678 - val_mean_absolute_error: 139.9392
Epoch 3361/5000
148/148 [==============================] - 0s 68us/step - loss: 11714.4403 - mean_absolute_error: 88.2538 - val_loss: 25364.5469 - val_mean_absolute_error: 139.8854
Epoch 3362/5000
148/148 [==============================] - 0s 68us/step - loss: 11707.8517 - mean_absolute_error: 88.2250 - val_loss: 25349.4870 - val_mean_absolute_error: 139.8391
Epoch 3363/5000
148/148 [==============================] - 0s 74us/step - loss: 11700.6789 - mean_absolute_error: 88.2238 - val_loss: 25330.4880 - val_mean_absolute_error: 139.7836
Epoch 3364/5000
148/148 [==============================] - 0s 74us/step - loss: 11701.5425 - mean_absolute_error: 88.2671 - val_loss: 25313.3966 - val_mean_absolute_error: 139.7327
Epoch 3365/5000
148/148 [==============================] - 0s 68us/step - loss: 11691.5203 - mean_absolute_error: 88.2620 - val_loss: 25297.1862 - val_mean_absolute_error: 139.6832
Epoch 3366/5000
148/148 [==============================] - 0s 68us/step - loss: 11684.8868 - mean_absolute_error: 88.2415 - val_loss: 25281.8763 - val_mean_absolute_error: 139.6357
Epoch 3367/5000
148/148 [==============================] - 0s 81us/step - loss: 11678.6476 - mean_absolute_error: 88.2182 - val_loss: 25265.1259 - val_mean_absolute_error: 139.5834
Epoch 3368/5000
148/148 [==============================] - 0s 74us/step - loss: 11670.3850 - mean_absolute_error: 88.1768 - val_loss: 25249.0389 - val_mean_absolute_error: 139.5329
Epoch 3369/5000
148/148 [==============================] - 0s 74us/step - loss: 11662.4255 - mean_absolute_error: 88.1417 - val_loss: 25233.5800 - val_mean_absolute_error: 139.4839
Epoch 3370/5000
148/148 [==============================] - 0s 68us/step - loss: 11654.9405 - mean_absolute_error: 88.1074 - val_loss: 25218.3045 - val_mean_absolute_error: 139.4354
Epoch 3371/5000
148/148 [==============================] - 0s 68us/step - loss: 11646.8843 - mean_absolute_error: 88.0657 - val_loss: 25202.8579 - val_mean_absolute_error: 139.3862
Epoch 3372/5000
148/148 [==============================] - 0s 61us/step - loss: 11638.8022 - mean_absolute_error: 88.0166 - val_loss: 25189.3583 - val_mean_absolute_error: 139.3431
Epoch 3373/5000
148/148 [==============================] - 0s 68us/step - loss: 11631.2911 - mean_absolute_error: 87.9626 - val_loss: 25176.9370 - val_mean_absolute_error: 139.3028
Epoch 3374/5000
148/148 [==============================] - 0s 74us/step - loss: 11623.9158 - mean_absolute_error: 87.9083 - val_loss: 25163.9212 - val_mean_absolute_error: 139.2609
Epoch 3375/5000
148/148 [==============================] - 0s 68us/step - loss: 11613.3093 - mean_absolute_error: 87.8471 - val_loss: 25150.0391 - val_mean_absolute_error: 139.2171
Epoch 3376/5000
148/148 [==============================] - 0s 68us/step - loss: 11606.1486 - mean_absolute_error: 87.7932 - val_loss: 25138.7645 - val_mean_absolute_error: 139.1807
Epoch 3377/5000
148/148 [==============================] - 0s 68us/step - loss: 11597.6119 - mean_absolute_error: 87.7383 - val_loss: 25128.0631 - val_mean_absolute_error: 139.1454
Epoch 3378/5000
148/148 [==============================] - 0s 74us/step - loss: 11590.2750 - mean_absolute_error: 87.6860 - val_loss: 25115.6810 - val_mean_absolute_error: 139.1056
Epoch 3379/5000
148/148 [==============================] - 0s 61us/step - loss: 11583.5134 - mean_absolute_error: 87.6347 - val_loss: 25102.1623 - val_mean_absolute_error: 139.0631
Epoch 3380/5000
148/148 [==============================] - 0s 68us/step - loss: 11576.1530 - mean_absolute_error: 87.5881 - val_loss: 25087.4422 - val_mean_absolute_error: 139.0171
Epoch 3381/5000
148/148 [==============================] - 0s 74us/step - loss: 11567.4893 - mean_absolute_error: 87.5440 - val_loss: 25071.9310 - val_mean_absolute_error: 138.9700
Epoch 3382/5000
148/148 [==============================] - 0s 68us/step - loss: 11560.1933 - mean_absolute_error: 87.5077 - val_loss: 25057.0778 - val_mean_absolute_error: 138.9267
Epoch 3383/5000
148/148 [==============================] - 0s 68us/step - loss: 11552.1714 - mean_absolute_error: 87.4688 - val_loss: 25045.0962 - val_mean_absolute_error: 138.8905
Epoch 3384/5000
148/148 [==============================] - 0s 74us/step - loss: 11547.9081 - mean_absolute_error: 87.4302 - val_loss: 25035.6578 - val_mean_absolute_error: 138.8594
Epoch 3385/5000
148/148 [==============================] - 0s 74us/step - loss: 11539.4991 - mean_absolute_error: 87.3849 - val_loss: 25024.3488 - val_mean_absolute_error: 138.8236
Epoch 3386/5000
148/148 [==============================] - 0s 68us/step - loss: 11534.6978 - mean_absolute_error: 87.3508 - val_loss: 25011.4972 - val_mean_absolute_error: 138.7837
Epoch 3387/5000
148/148 [==============================] - 0s 74us/step - loss: 11527.2253 - mean_absolute_error: 87.3505 - val_loss: 24994.3193 - val_mean_absolute_error: 138.7332
Epoch 3388/5000
148/148 [==============================] - 0s 68us/step - loss: 11524.4336 - mean_absolute_error: 87.3672 - val_loss: 24979.0598 - val_mean_absolute_error: 138.6875
Epoch 3389/5000
148/148 [==============================] - 0s 68us/step - loss: 11516.6286 - mean_absolute_error: 87.3701 - val_loss: 24963.1697 - val_mean_absolute_error: 138.6394
Epoch 3390/5000
148/148 [==============================] - 0s 68us/step - loss: 11510.5786 - mean_absolute_error: 87.3484 - val_loss: 24947.4257 - val_mean_absolute_error: 138.5911
Epoch 3391/5000
148/148 [==============================] - 0s 74us/step - loss: 11502.4622 - mean_absolute_error: 87.3114 - val_loss: 24933.6025 - val_mean_absolute_error: 138.5481
Epoch 3392/5000
148/148 [==============================] - 0s 68us/step - loss: 11495.5441 - mean_absolute_error: 87.2703 - val_loss: 24920.4518 - val_mean_absolute_error: 138.5072
Epoch 3393/5000
148/148 [==============================] - 0s 74us/step - loss: 11488.7011 - mean_absolute_error: 87.2332 - val_loss: 24909.4767 - val_mean_absolute_error: 138.4725
Epoch 3394/5000
148/148 [==============================] - 0s 68us/step - loss: 11480.7483 - mean_absolute_error: 87.1858 - val_loss: 24898.2617 - val_mean_absolute_error: 138.4364
Epoch 3395/5000
148/148 [==============================] - 0s 74us/step - loss: 11474.4246 - mean_absolute_error: 87.1382 - val_loss: 24886.3045 - val_mean_absolute_error: 138.3985
Epoch 3396/5000
148/148 [==============================] - 0s 68us/step - loss: 11468.0766 - mean_absolute_error: 87.0972 - val_loss: 24873.2719 - val_mean_absolute_error: 138.3578
Epoch 3397/5000
148/148 [==============================] - 0s 74us/step - loss: 11460.7720 - mean_absolute_error: 87.0541 - val_loss: 24859.4061 - val_mean_absolute_error: 138.3143
Epoch 3398/5000
148/148 [==============================] - 0s 68us/step - loss: 11454.6540 - mean_absolute_error: 87.0134 - val_loss: 24847.3363 - val_mean_absolute_error: 138.2754
Epoch 3399/5000
148/148 [==============================] - 0s 61us/step - loss: 11448.3231 - mean_absolute_error: 86.9704 - val_loss: 24837.2618 - val_mean_absolute_error: 138.2430
Epoch 3400/5000
148/148 [==============================] - 0s 74us/step - loss: 11440.6725 - mean_absolute_error: 86.9196 - val_loss: 24826.9987 - val_mean_absolute_error: 138.2100
Epoch 3401/5000
148/148 [==============================] - 0s 74us/step - loss: 11435.7885 - mean_absolute_error: 86.8677 - val_loss: 24814.0217 - val_mean_absolute_error: 138.1693
Epoch 3402/5000
148/148 [==============================] - 0s 68us/step - loss: 11430.2915 - mean_absolute_error: 86.8652 - val_loss: 24796.2453 - val_mean_absolute_error: 138.1167
Epoch 3403/5000
148/148 [==============================] - 0s 68us/step - loss: 11425.8848 - mean_absolute_error: 86.8965 - val_loss: 24781.3348 - val_mean_absolute_error: 138.0720
Epoch 3404/5000
148/148 [==============================] - 0s 68us/step - loss: 11417.9382 - mean_absolute_error: 86.8937 - val_loss: 24766.8848 - val_mean_absolute_error: 138.0276
Epoch 3405/5000
148/148 [==============================] - 0s 68us/step - loss: 11412.7236 - mean_absolute_error: 86.8777 - val_loss: 24754.9184 - val_mean_absolute_error: 137.9893
Epoch 3406/5000
148/148 [==============================] - 0s 68us/step - loss: 11405.8843 - mean_absolute_error: 86.8471 - val_loss: 24742.5680 - val_mean_absolute_error: 137.9499
Epoch 3407/5000
148/148 [==============================] - 0s 68us/step - loss: 11399.4207 - mean_absolute_error: 86.8106 - val_loss: 24729.0593 - val_mean_absolute_error: 137.9070
Epoch 3408/5000
148/148 [==============================] - 0s 68us/step - loss: 11391.8722 - mean_absolute_error: 86.7739 - val_loss: 24715.6003 - val_mean_absolute_error: 137.8650
Epoch 3409/5000
148/148 [==============================] - 0s 68us/step - loss: 11384.2697 - mean_absolute_error: 86.7352 - val_loss: 24701.8955 - val_mean_absolute_error: 137.8217
Epoch 3410/5000
148/148 [==============================] - 0s 68us/step - loss: 11377.5342 - mean_absolute_error: 86.6929 - val_loss: 24687.7096 - val_mean_absolute_error: 137.7771
Epoch 3411/5000
148/148 [==============================] - 0s 68us/step - loss: 11370.1928 - mean_absolute_error: 86.6490 - val_loss: 24672.7580 - val_mean_absolute_error: 137.7304
Epoch 3412/5000
148/148 [==============================] - 0s 95us/step - loss: 11362.6276 - mean_absolute_error: 86.6067 - val_loss: 24658.0556 - val_mean_absolute_error: 137.6840
Epoch 3413/5000
148/148 [==============================] - 0s 74us/step - loss: 11356.5943 - mean_absolute_error: 86.5648 - val_loss: 24643.9277 - val_mean_absolute_error: 137.6380
Epoch 3414/5000
148/148 [==============================] - 0s 81us/step - loss: 11347.7023 - mean_absolute_error: 86.5120 - val_loss: 24629.6116 - val_mean_absolute_error: 137.5921
Epoch 3415/5000
148/148 [==============================] - 0s 68us/step - loss: 11340.7397 - mean_absolute_error: 86.4728 - val_loss: 24615.3713 - val_mean_absolute_error: 137.5480
Epoch 3416/5000
148/148 [==============================] - 0s 74us/step - loss: 11333.0866 - mean_absolute_error: 86.4366 - val_loss: 24598.7691 - val_mean_absolute_error: 137.4994
Epoch 3417/5000
148/148 [==============================] - 0s 68us/step - loss: 11325.4490 - mean_absolute_error: 86.4004 - val_loss: 24582.1146 - val_mean_absolute_error: 137.4500
Epoch 3418/5000
148/148 [==============================] - 0s 68us/step - loss: 11317.5327 - mean_absolute_error: 86.3626 - val_loss: 24564.2238 - val_mean_absolute_error: 137.3957
Epoch 3419/5000
148/148 [==============================] - 0s 68us/step - loss: 11309.1853 - mean_absolute_error: 86.3200 - val_loss: 24546.4159 - val_mean_absolute_error: 137.3412
Epoch 3420/5000
148/148 [==============================] - 0s 74us/step - loss: 11301.0615 - mean_absolute_error: 86.2790 - val_loss: 24529.5498 - val_mean_absolute_error: 137.2894
Epoch 3421/5000
148/148 [==============================] - 0s 74us/step - loss: 11293.6046 - mean_absolute_error: 86.2365 - val_loss: 24514.7291 - val_mean_absolute_error: 137.2437
Epoch 3422/5000
148/148 [==============================] - 0s 68us/step - loss: 11286.7825 - mean_absolute_error: 86.1836 - val_loss: 24501.4036 - val_mean_absolute_error: 137.2023
Epoch 3423/5000
148/148 [==============================] - 0s 74us/step - loss: 11275.1244 - mean_absolute_error: 86.1093 - val_loss: 24492.5341 - val_mean_absolute_error: 137.1745
Epoch 3424/5000
148/148 [==============================] - 0s 74us/step - loss: 11271.9795 - mean_absolute_error: 86.0566 - val_loss: 24482.8677 - val_mean_absolute_error: 137.1444
Epoch 3425/5000
148/148 [==============================] - 0s 68us/step - loss: 11268.0210 - mean_absolute_error: 86.0038 - val_loss: 24472.5565 - val_mean_absolute_error: 137.1120
Epoch 3426/5000
148/148 [==============================] - 0s 74us/step - loss: 11260.1562 - mean_absolute_error: 85.9552 - val_loss: 24460.6518 - val_mean_absolute_error: 137.0751
Epoch 3427/5000
148/148 [==============================] - 0s 68us/step - loss: 11254.5732 - mean_absolute_error: 85.9184 - val_loss: 24449.1653 - val_mean_absolute_error: 137.0398
Epoch 3428/5000
148/148 [==============================] - 0s 61us/step - loss: 11247.7161 - mean_absolute_error: 85.8779 - val_loss: 24438.1898 - val_mean_absolute_error: 137.0063
Epoch 3429/5000
148/148 [==============================] - 0s 68us/step - loss: 11241.9567 - mean_absolute_error: 85.8380 - val_loss: 24426.7533 - val_mean_absolute_error: 136.9713
Epoch 3430/5000
148/148 [==============================] - 0s 81us/step - loss: 11236.2373 - mean_absolute_error: 85.7931 - val_loss: 24413.5071 - val_mean_absolute_error: 136.9306
Epoch 3431/5000
148/148 [==============================] - 0s 74us/step - loss: 11230.6700 - mean_absolute_error: 85.7559 - val_loss: 24398.0810 - val_mean_absolute_error: 136.8831
Epoch 3432/5000
148/148 [==============================] - 0s 68us/step - loss: 11223.5242 - mean_absolute_error: 85.7169 - val_loss: 24383.3610 - val_mean_absolute_error: 136.8377
Epoch 3433/5000
148/148 [==============================] - 0s 74us/step - loss: 11215.9961 - mean_absolute_error: 85.6830 - val_loss: 24367.6976 - val_mean_absolute_error: 136.7883
Epoch 3434/5000
148/148 [==============================] - 0s 68us/step - loss: 11208.1848 - mean_absolute_error: 85.6518 - val_loss: 24353.4430 - val_mean_absolute_error: 136.7438
Epoch 3435/5000
148/148 [==============================] - 0s 68us/step - loss: 11201.3625 - mean_absolute_error: 85.6231 - val_loss: 24339.5503 - val_mean_absolute_error: 136.7012
Epoch 3436/5000
148/148 [==============================] - 0s 68us/step - loss: 11199.3265 - mean_absolute_error: 85.6610 - val_loss: 24320.1670 - val_mean_absolute_error: 136.6444
Epoch 3437/5000
148/148 [==============================] - 0s 68us/step - loss: 11187.1978 - mean_absolute_error: 85.6608 - val_loss: 24305.1410 - val_mean_absolute_error: 136.5995
Epoch 3438/5000
148/148 [==============================] - 0s 68us/step - loss: 11181.3384 - mean_absolute_error: 85.6492 - val_loss: 24291.7124 - val_mean_absolute_error: 136.5586
Epoch 3439/5000
148/148 [==============================] - 0s 68us/step - loss: 11175.0902 - mean_absolute_error: 85.6240 - val_loss: 24278.7667 - val_mean_absolute_error: 136.5198
Epoch 3440/5000
148/148 [==============================] - 0s 68us/step - loss: 11168.7820 - mean_absolute_error: 85.5962 - val_loss: 24266.5497 - val_mean_absolute_error: 136.4821
Epoch 3441/5000
148/148 [==============================] - 0s 61us/step - loss: 11162.4082 - mean_absolute_error: 85.5671 - val_loss: 24254.7981 - val_mean_absolute_error: 136.4463
Epoch 3442/5000
148/148 [==============================] - 0s 68us/step - loss: 11155.7134 - mean_absolute_error: 85.5338 - val_loss: 24239.6752 - val_mean_absolute_error: 136.4052
Epoch 3443/5000
148/148 [==============================] - 0s 74us/step - loss: 11148.4897 - mean_absolute_error: 85.4908 - val_loss: 24227.7243 - val_mean_absolute_error: 136.3705
Epoch 3444/5000
148/148 [==============================] - 0s 68us/step - loss: 11145.1778 - mean_absolute_error: 85.4396 - val_loss: 24217.6364 - val_mean_absolute_error: 136.3398
Epoch 3445/5000
148/148 [==============================] - 0s 68us/step - loss: 11133.8964 - mean_absolute_error: 85.3694 - val_loss: 24207.4483 - val_mean_absolute_error: 136.3088
Epoch 3446/5000
148/148 [==============================] - 0s 74us/step - loss: 11129.6016 - mean_absolute_error: 85.3228 - val_loss: 24198.1324 - val_mean_absolute_error: 136.2803
Epoch 3447/5000
148/148 [==============================] - 0s 74us/step - loss: 11122.9185 - mean_absolute_error: 85.2810 - val_loss: 24186.8302 - val_mean_absolute_error: 136.2455
Epoch 3448/5000
148/148 [==============================] - 0s 68us/step - loss: 11116.8500 - mean_absolute_error: 85.2473 - val_loss: 24172.5430 - val_mean_absolute_error: 136.2014
Epoch 3449/5000
148/148 [==============================] - 0s 68us/step - loss: 11109.1193 - mean_absolute_error: 85.2094 - val_loss: 24157.9305 - val_mean_absolute_error: 136.1563
Epoch 3450/5000
148/148 [==============================] - 0s 68us/step - loss: 11102.6463 - mean_absolute_error: 85.1769 - val_loss: 24142.5109 - val_mean_absolute_error: 136.1085
Epoch 3451/5000
148/148 [==============================] - 0s 61us/step - loss: 11096.4393 - mean_absolute_error: 85.1495 - val_loss: 24126.2066 - val_mean_absolute_error: 136.0586
Epoch 3452/5000
148/148 [==============================] - 0s 74us/step - loss: 11088.7187 - mean_absolute_error: 85.1099 - val_loss: 24111.6022 - val_mean_absolute_error: 136.0138
Epoch 3453/5000
148/148 [==============================] - 0s 68us/step - loss: 11081.1484 - mean_absolute_error: 85.0621 - val_loss: 24098.7012 - val_mean_absolute_error: 135.9738
Epoch 3454/5000
148/148 [==============================] - 0s 74us/step - loss: 11075.6012 - mean_absolute_error: 85.0259 - val_loss: 24084.3021 - val_mean_absolute_error: 135.9292
Epoch 3455/5000
148/148 [==============================] - 0s 68us/step - loss: 11068.9770 - mean_absolute_error: 84.9910 - val_loss: 24070.0960 - val_mean_absolute_error: 135.8847
Epoch 3456/5000
148/148 [==============================] - 0s 74us/step - loss: 11061.2773 - mean_absolute_error: 84.9519 - val_loss: 24054.7246 - val_mean_absolute_error: 135.8370
Epoch 3457/5000
148/148 [==============================] - 0s 68us/step - loss: 11054.2986 - mean_absolute_error: 84.9187 - val_loss: 24039.2458 - val_mean_absolute_error: 135.7898
Epoch 3458/5000
148/148 [==============================] - 0s 74us/step - loss: 11047.9008 - mean_absolute_error: 84.8931 - val_loss: 24024.0654 - val_mean_absolute_error: 135.7436
Epoch 3459/5000
148/148 [==============================] - 0s 61us/step - loss: 11041.2523 - mean_absolute_error: 84.8555 - val_loss: 24010.0705 - val_mean_absolute_error: 135.7000
Epoch 3460/5000
148/148 [==============================] - 0s 68us/step - loss: 11034.1884 - mean_absolute_error: 84.8159 - val_loss: 23994.3091 - val_mean_absolute_error: 135.6524
Epoch 3461/5000
148/148 [==============================] - 0s 74us/step - loss: 11027.4081 - mean_absolute_error: 84.7813 - val_loss: 23980.6709 - val_mean_absolute_error: 135.6107
Epoch 3462/5000
148/148 [==============================] - 0s 68us/step - loss: 11021.0710 - mean_absolute_error: 84.7480 - val_loss: 23966.2800 - val_mean_absolute_error: 135.5658
Epoch 3463/5000
148/148 [==============================] - 0s 74us/step - loss: 11014.5300 - mean_absolute_error: 84.7150 - val_loss: 23951.0807 - val_mean_absolute_error: 135.5190
Epoch 3464/5000
148/148 [==============================] - 0s 61us/step - loss: 11007.5278 - mean_absolute_error: 84.6827 - val_loss: 23937.2048 - val_mean_absolute_error: 135.4775
Epoch 3465/5000
148/148 [==============================] - 0s 74us/step - loss: 11000.8091 - mean_absolute_error: 84.6553 - val_loss: 23923.2498 - val_mean_absolute_error: 135.4350
Epoch 3466/5000
148/148 [==============================] - 0s 68us/step - loss: 10994.0113 - mean_absolute_error: 84.6277 - val_loss: 23908.0503 - val_mean_absolute_error: 135.3904
Epoch 3467/5000
148/148 [==============================] - 0s 68us/step - loss: 10986.7897 - mean_absolute_error: 84.6048 - val_loss: 23889.8295 - val_mean_absolute_error: 135.3430
Epoch 3468/5000
148/148 [==============================] - 0s 74us/step - loss: 10979.7804 - mean_absolute_error: 84.5907 - val_loss: 23872.4306 - val_mean_absolute_error: 135.2942
Epoch 3469/5000
148/148 [==============================] - 0s 61us/step - loss: 10972.0565 - mean_absolute_error: 84.5590 - val_loss: 23858.7854 - val_mean_absolute_error: 135.2546
Epoch 3470/5000
148/148 [==============================] - 0s 68us/step - loss: 10965.8577 - mean_absolute_error: 84.5305 - val_loss: 23846.2382 - val_mean_absolute_error: 135.2173
Epoch 3471/5000
148/148 [==============================] - 0s 68us/step - loss: 10960.1599 - mean_absolute_error: 84.5011 - val_loss: 23833.0590 - val_mean_absolute_error: 135.1779
Epoch 3472/5000
148/148 [==============================] - 0s 61us/step - loss: 10953.7276 - mean_absolute_error: 84.4728 - val_loss: 23818.7599 - val_mean_absolute_error: 135.1346
Epoch 3473/5000
148/148 [==============================] - 0s 74us/step - loss: 10947.9725 - mean_absolute_error: 84.4454 - val_loss: 23806.1980 - val_mean_absolute_error: 135.0944
Epoch 3474/5000
148/148 [==============================] - 0s 68us/step - loss: 10941.8782 - mean_absolute_error: 84.4164 - val_loss: 23794.8354 - val_mean_absolute_error: 135.0573
Epoch 3475/5000
148/148 [==============================] - 0s 74us/step - loss: 10936.2555 - mean_absolute_error: 84.3944 - val_loss: 23783.4193 - val_mean_absolute_error: 135.0202
Epoch 3476/5000
148/148 [==============================] - 0s 61us/step - loss: 10929.9730 - mean_absolute_error: 84.3698 - val_loss: 23769.9878 - val_mean_absolute_error: 134.9772
Epoch 3477/5000
148/148 [==============================] - 0s 74us/step - loss: 10924.0294 - mean_absolute_error: 84.3470 - val_loss: 23754.4886 - val_mean_absolute_error: 134.9289
Epoch 3478/5000
148/148 [==============================] - 0s 68us/step - loss: 10916.0190 - mean_absolute_error: 84.3184 - val_loss: 23740.9829 - val_mean_absolute_error: 134.8865
Epoch 3479/5000
148/148 [==============================] - 0s 68us/step - loss: 10909.8865 - mean_absolute_error: 84.2929 - val_loss: 23726.6391 - val_mean_absolute_error: 134.8413
Epoch 3480/5000
148/148 [==============================] - 0s 74us/step - loss: 10904.8631 - mean_absolute_error: 84.2727 - val_loss: 23711.7270 - val_mean_absolute_error: 134.7948
Epoch 3481/5000
148/148 [==============================] - 0s 68us/step - loss: 10896.3698 - mean_absolute_error: 84.2389 - val_loss: 23696.1159 - val_mean_absolute_error: 134.7476
Epoch 3482/5000
148/148 [==============================] - 0s 68us/step - loss: 10889.5614 - mean_absolute_error: 84.2073 - val_loss: 23677.6249 - val_mean_absolute_error: 134.6978
Epoch 3483/5000
148/148 [==============================] - 0s 68us/step - loss: 10881.8914 - mean_absolute_error: 84.1757 - val_loss: 23661.5498 - val_mean_absolute_error: 134.6522
Epoch 3484/5000
148/148 [==============================] - 0s 68us/step - loss: 10875.7408 - mean_absolute_error: 84.1473 - val_loss: 23648.0113 - val_mean_absolute_error: 134.6130
Epoch 3485/5000
148/148 [==============================] - 0s 65us/step - loss: 10869.1396 - mean_absolute_error: 84.1171 - val_loss: 23637.5719 - val_mean_absolute_error: 134.5817
Epoch 3486/5000
148/148 [==============================] - 0s 81us/step - loss: 10863.7923 - mean_absolute_error: 84.0937 - val_loss: 23624.9533 - val_mean_absolute_error: 134.5428
Epoch 3487/5000
148/148 [==============================] - 0s 81us/step - loss: 10857.9701 - mean_absolute_error: 84.0641 - val_loss: 23611.8787 - val_mean_absolute_error: 134.5020
Epoch 3488/5000
148/148 [==============================] - 0s 74us/step - loss: 10851.5330 - mean_absolute_error: 84.0329 - val_loss: 23599.6464 - val_mean_absolute_error: 134.4638
Epoch 3489/5000
148/148 [==============================] - 0s 88us/step - loss: 10845.3237 - mean_absolute_error: 83.9985 - val_loss: 23587.9319 - val_mean_absolute_error: 134.4270
Epoch 3490/5000
148/148 [==============================] - 0s 88us/step - loss: 10840.0110 - mean_absolute_error: 83.9623 - val_loss: 23577.2032 - val_mean_absolute_error: 134.3920
Epoch 3491/5000
148/148 [==============================] - 0s 81us/step - loss: 10836.9072 - mean_absolute_error: 83.9255 - val_loss: 23565.8749 - val_mean_absolute_error: 134.3566
Epoch 3492/5000
148/148 [==============================] - 0s 88us/step - loss: 10833.4989 - mean_absolute_error: 83.9375 - val_loss: 23549.6727 - val_mean_absolute_error: 134.3085
Epoch 3493/5000
148/148 [==============================] - 0s 95us/step - loss: 10822.6511 - mean_absolute_error: 83.9294 - val_loss: 23534.8697 - val_mean_absolute_error: 134.2628
Epoch 3494/5000
148/148 [==============================] - 0s 95us/step - loss: 10816.7378 - mean_absolute_error: 83.9113 - val_loss: 23519.2424 - val_mean_absolute_error: 134.2151
Epoch 3495/5000
148/148 [==============================] - 0s 74us/step - loss: 10811.1539 - mean_absolute_error: 83.8902 - val_loss: 23504.0766 - val_mean_absolute_error: 134.1687
Epoch 3496/5000
148/148 [==============================] - 0s 88us/step - loss: 10804.8583 - mean_absolute_error: 83.8672 - val_loss: 23490.7295 - val_mean_absolute_error: 134.1276
Epoch 3497/5000
148/148 [==============================] - 0s 74us/step - loss: 10800.2994 - mean_absolute_error: 83.8647 - val_loss: 23476.3015 - val_mean_absolute_error: 134.0825
Epoch 3498/5000
148/148 [==============================] - 0s 81us/step - loss: 10791.6243 - mean_absolute_error: 83.8604 - val_loss: 23462.5828 - val_mean_absolute_error: 134.0392
Epoch 3499/5000
148/148 [==============================] - 0s 88us/step - loss: 10786.1410 - mean_absolute_error: 83.8499 - val_loss: 23447.7783 - val_mean_absolute_error: 133.9926
Epoch 3500/5000
148/148 [==============================] - 0s 95us/step - loss: 10780.4064 - mean_absolute_error: 83.8331 - val_loss: 23433.7434 - val_mean_absolute_error: 133.9486
Epoch 3501/5000
148/148 [==============================] - 0s 81us/step - loss: 10774.3287 - mean_absolute_error: 83.8102 - val_loss: 23420.5523 - val_mean_absolute_error: 133.9062
Epoch 3502/5000
148/148 [==============================] - 0s 88us/step - loss: 10768.5116 - mean_absolute_error: 83.7806 - val_loss: 23406.4221 - val_mean_absolute_error: 133.8614
Epoch 3503/5000
148/148 [==============================] - 0s 88us/step - loss: 10764.6943 - mean_absolute_error: 83.7846 - val_loss: 23389.1434 - val_mean_absolute_error: 133.8090
Epoch 3504/5000
148/148 [==============================] - 0s 95us/step - loss: 10756.3928 - mean_absolute_error: 83.8040 - val_loss: 23372.5049 - val_mean_absolute_error: 133.7578
Epoch 3505/5000
148/148 [==============================] - 0s 95us/step - loss: 10753.8474 - mean_absolute_error: 83.8263 - val_loss: 23356.9033 - val_mean_absolute_error: 133.7092
Epoch 3506/5000
148/148 [==============================] - 0s 88us/step - loss: 10747.1309 - mean_absolute_error: 83.7947 - val_loss: 23343.7156 - val_mean_absolute_error: 133.6668
Epoch 3507/5000
148/148 [==============================] - 0s 88us/step - loss: 10741.6448 - mean_absolute_error: 83.7499 - val_loss: 23329.6761 - val_mean_absolute_error: 133.6221
Epoch 3508/5000
148/148 [==============================] - 0s 101us/step - loss: 10732.4394 - mean_absolute_error: 83.7343 - val_loss: 23311.6637 - val_mean_absolute_error: 133.5673
Epoch 3509/5000
148/148 [==============================] - 0s 108us/step - loss: 10729.2988 - mean_absolute_error: 83.7692 - val_loss: 23296.2123 - val_mean_absolute_error: 133.5194
Epoch 3510/5000
148/148 [==============================] - 0s 88us/step - loss: 10725.3417 - mean_absolute_error: 83.7741 - val_loss: 23284.6384 - val_mean_absolute_error: 133.4820
Epoch 3511/5000
148/148 [==============================] - 0s 88us/step - loss: 10720.6776 - mean_absolute_error: 83.7654 - val_loss: 23272.2167 - val_mean_absolute_error: 133.4425
Epoch 3512/5000
148/148 [==============================] - 0s 81us/step - loss: 10715.1190 - mean_absolute_error: 83.7398 - val_loss: 23257.2452 - val_mean_absolute_error: 133.3961
Epoch 3513/5000
148/148 [==============================] - 0s 88us/step - loss: 10708.1432 - mean_absolute_error: 83.7046 - val_loss: 23239.2322 - val_mean_absolute_error: 133.3459
Epoch 3514/5000
148/148 [==============================] - 0s 81us/step - loss: 10699.7003 - mean_absolute_error: 83.6665 - val_loss: 23224.1383 - val_mean_absolute_error: 133.3018
Epoch 3515/5000
148/148 [==============================] - 0s 88us/step - loss: 10693.3348 - mean_absolute_error: 83.6335 - val_loss: 23209.1127 - val_mean_absolute_error: 133.2559
Epoch 3516/5000
148/148 [==============================] - 0s 88us/step - loss: 10685.8898 - mean_absolute_error: 83.5977 - val_loss: 23194.2151 - val_mean_absolute_error: 133.2092
Epoch 3517/5000
148/148 [==============================] - 0s 95us/step - loss: 10679.7503 - mean_absolute_error: 83.5702 - val_loss: 23180.7951 - val_mean_absolute_error: 133.1677
Epoch 3518/5000
148/148 [==============================] - 0s 95us/step - loss: 10671.5389 - mean_absolute_error: 83.5233 - val_loss: 23169.7873 - val_mean_absolute_error: 133.1333
Epoch 3519/5000
148/148 [==============================] - 0s 88us/step - loss: 10666.8384 - mean_absolute_error: 83.4763 - val_loss: 23158.5689 - val_mean_absolute_error: 133.0971
Epoch 3520/5000
148/148 [==============================] - 0s 81us/step - loss: 10659.3391 - mean_absolute_error: 83.4226 - val_loss: 23146.2328 - val_mean_absolute_error: 133.0572
Epoch 3521/5000
148/148 [==============================] - 0s 95us/step - loss: 10652.8819 - mean_absolute_error: 83.3907 - val_loss: 23132.3537 - val_mean_absolute_error: 133.0143
Epoch 3522/5000
148/148 [==============================] - 0s 88us/step - loss: 10646.2392 - mean_absolute_error: 83.3626 - val_loss: 23116.7139 - val_mean_absolute_error: 132.9712
Epoch 3523/5000
148/148 [==============================] - 0s 95us/step - loss: 10639.7586 - mean_absolute_error: 83.3260 - val_loss: 23103.3580 - val_mean_absolute_error: 132.9324
Epoch 3524/5000
148/148 [==============================] - 0s 108us/step - loss: 10632.1988 - mean_absolute_error: 83.2857 - val_loss: 23091.2945 - val_mean_absolute_error: 132.8967
Epoch 3525/5000
148/148 [==============================] - 0s 122us/step - loss: 10626.2711 - mean_absolute_error: 83.2453 - val_loss: 23079.3920 - val_mean_absolute_error: 132.8611
Epoch 3526/5000
148/148 [==============================] - 0s 142us/step - loss: 10619.0481 - mean_absolute_error: 83.1950 - val_loss: 23066.2854 - val_mean_absolute_error: 132.8265
Epoch 3527/5000
148/148 [==============================] - 0s 122us/step - loss: 10611.5014 - mean_absolute_error: 83.1461 - val_loss: 23052.2216 - val_mean_absolute_error: 132.7868
Epoch 3528/5000
148/148 [==============================] - 0s 115us/step - loss: 10604.0374 - mean_absolute_error: 83.1075 - val_loss: 23037.2949 - val_mean_absolute_error: 132.7474
Epoch 3529/5000
148/148 [==============================] - 0s 128us/step - loss: 10598.5802 - mean_absolute_error: 83.0852 - val_loss: 23022.6787 - val_mean_absolute_error: 132.7063
Epoch 3530/5000
148/148 [==============================] - 0s 101us/step - loss: 10591.3094 - mean_absolute_error: 83.0689 - val_loss: 23009.9817 - val_mean_absolute_error: 132.6688
Epoch 3531/5000
148/148 [==============================] - 0s 88us/step - loss: 10586.9885 - mean_absolute_error: 83.0667 - val_loss: 22997.0680 - val_mean_absolute_error: 132.6286
Epoch 3532/5000
148/148 [==============================] - 0s 101us/step - loss: 10581.7687 - mean_absolute_error: 83.0507 - val_loss: 22983.7116 - val_mean_absolute_error: 132.5863
Epoch 3533/5000
148/148 [==============================] - 0s 95us/step - loss: 10575.3457 - mean_absolute_error: 83.0228 - val_loss: 22970.5993 - val_mean_absolute_error: 132.5445
Epoch 3534/5000
148/148 [==============================] - 0s 68us/step - loss: 10568.1246 - mean_absolute_error: 82.9813 - val_loss: 22959.1447 - val_mean_absolute_error: 132.5061
Epoch 3535/5000
148/148 [==============================] - 0s 88us/step - loss: 10561.4790 - mean_absolute_error: 82.9375 - val_loss: 22947.0368 - val_mean_absolute_error: 132.4665
Epoch 3536/5000
148/148 [==============================] - 0s 81us/step - loss: 10557.0163 - mean_absolute_error: 82.9004 - val_loss: 22933.9045 - val_mean_absolute_error: 132.4235
Epoch 3537/5000
148/148 [==============================] - 0s 68us/step - loss: 10550.8615 - mean_absolute_error: 82.8512 - val_loss: 22922.1345 - val_mean_absolute_error: 132.3850
Epoch 3538/5000
148/148 [==============================] - 0s 74us/step - loss: 10542.8245 - mean_absolute_error: 82.7983 - val_loss: 22909.9745 - val_mean_absolute_error: 132.3451
Epoch 3539/5000
148/148 [==============================] - 0s 68us/step - loss: 10536.3921 - mean_absolute_error: 82.7439 - val_loss: 22899.0895 - val_mean_absolute_error: 132.3083
Epoch 3540/5000
148/148 [==============================] - 0s 68us/step - loss: 10528.8425 - mean_absolute_error: 82.6949 - val_loss: 22887.0257 - val_mean_absolute_error: 132.2683
Epoch 3541/5000
148/148 [==============================] - 0s 67us/step - loss: 10522.0641 - mean_absolute_error: 82.6533 - val_loss: 22874.5365 - val_mean_absolute_error: 132.2280
Epoch 3542/5000
148/148 [==============================] - 0s 68us/step - loss: 10515.8185 - mean_absolute_error: 82.6190 - val_loss: 22861.6963 - val_mean_absolute_error: 132.1861
Epoch 3543/5000
148/148 [==============================] - 0s 81us/step - loss: 10510.0495 - mean_absolute_error: 82.5828 - val_loss: 22848.6655 - val_mean_absolute_error: 132.1442
Epoch 3544/5000
148/148 [==============================] - 0s 61us/step - loss: 10504.1556 - mean_absolute_error: 82.5450 - val_loss: 22835.5755 - val_mean_absolute_error: 132.1016
Epoch 3545/5000
148/148 [==============================] - 0s 74us/step - loss: 10498.1429 - mean_absolute_error: 82.5121 - val_loss: 22823.4020 - val_mean_absolute_error: 132.0620
Epoch 3546/5000
148/148 [==============================] - 0s 74us/step - loss: 10492.1397 - mean_absolute_error: 82.4790 - val_loss: 22812.8737 - val_mean_absolute_error: 132.0262
Epoch 3547/5000
148/148 [==============================] - 0s 68us/step - loss: 10487.0239 - mean_absolute_error: 82.4490 - val_loss: 22801.0861 - val_mean_absolute_error: 131.9866
Epoch 3548/5000
148/148 [==============================] - 0s 74us/step - loss: 10481.4236 - mean_absolute_error: 82.4129 - val_loss: 22790.1479 - val_mean_absolute_error: 131.9494
Epoch 3549/5000
148/148 [==============================] - 0s 68us/step - loss: 10474.7805 - mean_absolute_error: 82.3656 - val_loss: 22779.3791 - val_mean_absolute_error: 131.9132
Epoch 3550/5000
148/148 [==============================] - 0s 68us/step - loss: 10469.1382 - mean_absolute_error: 82.3223 - val_loss: 22769.4873 - val_mean_absolute_error: 131.8796
Epoch 3551/5000
148/148 [==============================] - 0s 68us/step - loss: 10466.7949 - mean_absolute_error: 82.2649 - val_loss: 22757.2158 - val_mean_absolute_error: 131.8386
Epoch 3552/5000
148/148 [==============================] - 0s 74us/step - loss: 10459.6246 - mean_absolute_error: 82.2370 - val_loss: 22742.5203 - val_mean_absolute_error: 131.7900
Epoch 3553/5000
148/148 [==============================] - 0s 74us/step - loss: 10451.5598 - mean_absolute_error: 82.2191 - val_loss: 22728.6015 - val_mean_absolute_error: 131.7439
Epoch 3554/5000
148/148 [==============================] - 0s 68us/step - loss: 10445.3079 - mean_absolute_error: 82.1899 - val_loss: 22715.5466 - val_mean_absolute_error: 131.7007
Epoch 3555/5000
148/148 [==============================] - 0s 88us/step - loss: 10439.8712 - mean_absolute_error: 82.1530 - val_loss: 22703.6555 - val_mean_absolute_error: 131.6614
Epoch 3556/5000
148/148 [==============================] - 0s 74us/step - loss: 10434.6044 - mean_absolute_error: 82.1221 - val_loss: 22691.9448 - val_mean_absolute_error: 131.6229
Epoch 3557/5000
148/148 [==============================] - 0s 88us/step - loss: 10428.2876 - mean_absolute_error: 82.0858 - val_loss: 22678.4305 - val_mean_absolute_error: 131.5782
Epoch 3558/5000
148/148 [==============================] - 0s 81us/step - loss: 10422.0458 - mean_absolute_error: 82.0577 - val_loss: 22664.0205 - val_mean_absolute_error: 131.5308
Epoch 3559/5000
148/148 [==============================] - 0s 81us/step - loss: 10415.8915 - mean_absolute_error: 82.0256 - val_loss: 22649.3092 - val_mean_absolute_error: 131.4818
Epoch 3560/5000
148/148 [==============================] - 0s 88us/step - loss: 10409.5134 - mean_absolute_error: 81.9907 - val_loss: 22636.7179 - val_mean_absolute_error: 131.4386
Epoch 3561/5000
148/148 [==============================] - 0s 95us/step - loss: 10402.5636 - mean_absolute_error: 81.9546 - val_loss: 22625.0973 - val_mean_absolute_error: 131.3983
Epoch 3562/5000
148/148 [==============================] - 0s 81us/step - loss: 10397.6483 - mean_absolute_error: 81.9273 - val_loss: 22611.2070 - val_mean_absolute_error: 131.3516
Epoch 3563/5000
148/148 [==============================] - 0s 88us/step - loss: 10391.7717 - mean_absolute_error: 81.9196 - val_loss: 22598.4795 - val_mean_absolute_error: 131.3087
Epoch 3564/5000
148/148 [==============================] - 0s 68us/step - loss: 10385.0897 - mean_absolute_error: 81.9184 - val_loss: 22586.8341 - val_mean_absolute_error: 131.2691
Epoch 3565/5000
148/148 [==============================] - 0s 108us/step - loss: 10380.7649 - mean_absolute_error: 81.9134 - val_loss: 22574.2433 - val_mean_absolute_error: 131.2277
Epoch 3566/5000
148/148 [==============================] - 0s 88us/step - loss: 10375.6106 - mean_absolute_error: 81.9020 - val_loss: 22561.6807 - val_mean_absolute_error: 131.1862
Epoch 3567/5000
148/148 [==============================] - 0s 115us/step - loss: 10369.1843 - mean_absolute_error: 81.8772 - val_loss: 22549.0141 - val_mean_absolute_error: 131.1454
Epoch 3568/5000
148/148 [==============================] - 0s 108us/step - loss: 10363.8578 - mean_absolute_error: 81.8559 - val_loss: 22536.5863 - val_mean_absolute_error: 131.1050
Epoch 3569/5000
148/148 [==============================] - 0s 95us/step - loss: 10357.5476 - mean_absolute_error: 81.8241 - val_loss: 22523.7401 - val_mean_absolute_error: 131.0627
Epoch 3570/5000
148/148 [==============================] - 0s 88us/step - loss: 10352.0754 - mean_absolute_error: 81.7892 - val_loss: 22509.5134 - val_mean_absolute_error: 131.0155
Epoch 3571/5000
148/148 [==============================] - 0s 81us/step - loss: 10346.0416 - mean_absolute_error: 81.7546 - val_loss: 22495.5938 - val_mean_absolute_error: 130.9690
Epoch 3572/5000
148/148 [==============================] - 0s 95us/step - loss: 10339.3831 - mean_absolute_error: 81.7175 - val_loss: 22483.4733 - val_mean_absolute_error: 130.9296
Epoch 3573/5000
148/148 [==============================] - 0s 88us/step - loss: 10333.5040 - mean_absolute_error: 81.6866 - val_loss: 22471.0489 - val_mean_absolute_error: 130.8888
Epoch 3574/5000
148/148 [==============================] - 0s 81us/step - loss: 10327.8076 - mean_absolute_error: 81.6594 - val_loss: 22458.9075 - val_mean_absolute_error: 130.8499
Epoch 3575/5000
148/148 [==============================] - 0s 81us/step - loss: 10322.7667 - mean_absolute_error: 81.6318 - val_loss: 22446.3466 - val_mean_absolute_error: 130.8084
Epoch 3576/5000
148/148 [==============================] - 0s 74us/step - loss: 10317.0176 - mean_absolute_error: 81.5984 - val_loss: 22435.6557 - val_mean_absolute_error: 130.7736
Epoch 3577/5000
148/148 [==============================] - 0s 81us/step - loss: 10312.1254 - mean_absolute_error: 81.5593 - val_loss: 22423.6940 - val_mean_absolute_error: 130.7353
Epoch 3578/5000
148/148 [==============================] - 0s 88us/step - loss: 10309.8956 - mean_absolute_error: 81.5763 - val_loss: 22407.9209 - val_mean_absolute_error: 130.6870
Epoch 3579/5000
148/148 [==============================] - 0s 88us/step - loss: 10304.2995 - mean_absolute_error: 81.5824 - val_loss: 22394.2811 - val_mean_absolute_error: 130.6436
Epoch 3580/5000
148/148 [==============================] - 0s 68us/step - loss: 10298.2366 - mean_absolute_error: 81.5839 - val_loss: 22379.6698 - val_mean_absolute_error: 130.5961
Epoch 3581/5000
148/148 [==============================] - 0s 95us/step - loss: 10291.9960 - mean_absolute_error: 81.5682 - val_loss: 22366.1417 - val_mean_absolute_error: 130.5518
Epoch 3582/5000
148/148 [==============================] - 0s 81us/step - loss: 10287.5759 - mean_absolute_error: 81.5526 - val_loss: 22351.4928 - val_mean_absolute_error: 130.5045
Epoch 3583/5000
148/148 [==============================] - 0s 74us/step - loss: 10280.9128 - mean_absolute_error: 81.5202 - val_loss: 22337.6245 - val_mean_absolute_error: 130.4589
Epoch 3584/5000
148/148 [==============================] - 0s 81us/step - loss: 10274.8343 - mean_absolute_error: 81.4859 - val_loss: 22324.9264 - val_mean_absolute_error: 130.4169
Epoch 3585/5000
148/148 [==============================] - 0s 68us/step - loss: 10269.0234 - mean_absolute_error: 81.4548 - val_loss: 22312.7805 - val_mean_absolute_error: 130.3770
Epoch 3586/5000
148/148 [==============================] - 0s 74us/step - loss: 10265.9124 - mean_absolute_error: 81.4504 - val_loss: 22300.1523 - val_mean_absolute_error: 130.3352
Epoch 3587/5000
148/148 [==============================] - 0s 88us/step - loss: 10260.1138 - mean_absolute_error: 81.4485 - val_loss: 22287.1530 - val_mean_absolute_error: 130.2925
Epoch 3588/5000
148/148 [==============================] - 0s 81us/step - loss: 10253.5102 - mean_absolute_error: 81.4264 - val_loss: 22272.5249 - val_mean_absolute_error: 130.2439
Epoch 3589/5000
148/148 [==============================] - 0s 115us/step - loss: 10246.6651 - mean_absolute_error: 81.3935 - val_loss: 22257.8846 - val_mean_absolute_error: 130.1953
Epoch 3590/5000
148/148 [==============================] - 0s 68us/step - loss: 10239.7106 - mean_absolute_error: 81.3562 - val_loss: 22244.0214 - val_mean_absolute_error: 130.1484
Epoch 3591/5000
148/148 [==============================] - 0s 68us/step - loss: 10233.4541 - mean_absolute_error: 81.3233 - val_loss: 22229.6305 - val_mean_absolute_error: 130.0997
Epoch 3592/5000
148/148 [==============================] - 0s 95us/step - loss: 10226.9443 - mean_absolute_error: 81.2884 - val_loss: 22215.3362 - val_mean_absolute_error: 130.0512
Epoch 3593/5000
148/148 [==============================] - 0s 74us/step - loss: 10219.4656 - mean_absolute_error: 81.2451 - val_loss: 22202.8971 - val_mean_absolute_error: 130.0082
Epoch 3594/5000
148/148 [==============================] - 0s 81us/step - loss: 10213.8203 - mean_absolute_error: 81.2039 - val_loss: 22189.0627 - val_mean_absolute_error: 129.9611
Epoch 3595/5000
148/148 [==============================] - 0s 128us/step - loss: 10206.6831 - mean_absolute_error: 81.1580 - val_loss: 22175.3685 - val_mean_absolute_error: 129.9151
Epoch 3596/5000
148/148 [==============================] - 0s 95us/step - loss: 10200.9273 - mean_absolute_error: 81.1129 - val_loss: 22162.6184 - val_mean_absolute_error: 129.8733
Epoch 3597/5000
148/148 [==============================] - 0s 68us/step - loss: 10195.1484 - mean_absolute_error: 81.0765 - val_loss: 22149.8366 - val_mean_absolute_error: 129.8317
Epoch 3598/5000
148/148 [==============================] - 0s 68us/step - loss: 10192.0857 - mean_absolute_error: 81.0863 - val_loss: 22134.8716 - val_mean_absolute_error: 129.7843
Epoch 3599/5000
148/148 [==============================] - 0s 88us/step - loss: 10185.7256 - mean_absolute_error: 81.0863 - val_loss: 22123.9270 - val_mean_absolute_error: 129.7481
Epoch 3600/5000
148/148 [==============================] - 0s 95us/step - loss: 10179.9289 - mean_absolute_error: 81.0574 - val_loss: 22110.8703 - val_mean_absolute_error: 129.7062
Epoch 3601/5000
148/148 [==============================] - 0s 74us/step - loss: 10173.9846 - mean_absolute_error: 81.0264 - val_loss: 22094.7605 - val_mean_absolute_error: 129.6604
Epoch 3602/5000
148/148 [==============================] - 0s 74us/step - loss: 10168.2503 - mean_absolute_error: 80.9953 - val_loss: 22078.9161 - val_mean_absolute_error: 129.6128
Epoch 3603/5000
148/148 [==============================] - 0s 81us/step - loss: 10161.2884 - mean_absolute_error: 80.9609 - val_loss: 22064.7875 - val_mean_absolute_error: 129.5684
Epoch 3604/5000
148/148 [==============================] - 0s 81us/step - loss: 10155.5974 - mean_absolute_error: 80.9312 - val_loss: 22049.5650 - val_mean_absolute_error: 129.5196
Epoch 3605/5000
148/148 [==============================] - 0s 68us/step - loss: 10146.9204 - mean_absolute_error: 80.9266 - val_loss: 22033.8333 - val_mean_absolute_error: 129.4678
Epoch 3606/5000
148/148 [==============================] - 0s 74us/step - loss: 10144.8523 - mean_absolute_error: 80.9550 - val_loss: 22018.9284 - val_mean_absolute_error: 129.4191
Epoch 3607/5000
148/148 [==============================] - 0s 74us/step - loss: 10140.5907 - mean_absolute_error: 80.9659 - val_loss: 22005.7035 - val_mean_absolute_error: 129.3751
Epoch 3608/5000
148/148 [==============================] - 0s 95us/step - loss: 10136.3464 - mean_absolute_error: 80.9592 - val_loss: 21992.9469 - val_mean_absolute_error: 129.3336
Epoch 3609/5000
148/148 [==============================] - 0s 122us/step - loss: 10131.7374 - mean_absolute_error: 80.9413 - val_loss: 21982.2957 - val_mean_absolute_error: 129.2976
Epoch 3610/5000
148/148 [==============================] - 0s 101us/step - loss: 10125.9367 - mean_absolute_error: 80.9162 - val_loss: 21972.1838 - val_mean_absolute_error: 129.2623
Epoch 3611/5000
148/148 [==============================] - 0s 122us/step - loss: 10120.0931 - mean_absolute_error: 80.8860 - val_loss: 21961.2548 - val_mean_absolute_error: 129.2239
Epoch 3612/5000
148/148 [==============================] - 0s 81us/step - loss: 10115.1622 - mean_absolute_error: 80.8578 - val_loss: 21949.4022 - val_mean_absolute_error: 129.1839
Epoch 3613/5000
148/148 [==============================] - 0s 74us/step - loss: 10106.9839 - mean_absolute_error: 80.8051 - val_loss: 21939.0547 - val_mean_absolute_error: 129.1484
Epoch 3614/5000
148/148 [==============================] - 0s 88us/step - loss: 10102.7721 - mean_absolute_error: 80.7541 - val_loss: 21927.8600 - val_mean_absolute_error: 129.1103
Epoch 3615/5000
148/148 [==============================] - 0s 68us/step - loss: 10099.5486 - mean_absolute_error: 80.7448 - val_loss: 21917.3907 - val_mean_absolute_error: 129.0744
Epoch 3616/5000
148/148 [==============================] - 0s 88us/step - loss: 10092.3461 - mean_absolute_error: 80.7129 - val_loss: 21910.0927 - val_mean_absolute_error: 129.0470
Epoch 3617/5000
148/148 [==============================] - 0s 67us/step - loss: 10086.5504 - mean_absolute_error: 80.6704 - val_loss: 21900.2640 - val_mean_absolute_error: 129.0124
Epoch 3618/5000
148/148 [==============================] - 0s 81us/step - loss: 10080.2473 - mean_absolute_error: 80.6228 - val_loss: 21888.7262 - val_mean_absolute_error: 128.9724
Epoch 3619/5000
148/148 [==============================] - 0s 74us/step - loss: 10073.6897 - mean_absolute_error: 80.5753 - val_loss: 21878.5591 - val_mean_absolute_error: 128.9385
Epoch 3620/5000
148/148 [==============================] - 0s 81us/step - loss: 10068.7552 - mean_absolute_error: 80.5307 - val_loss: 21868.8555 - val_mean_absolute_error: 128.9059
Epoch 3621/5000
148/148 [==============================] - 0s 88us/step - loss: 10063.8507 - mean_absolute_error: 80.4863 - val_loss: 21857.4779 - val_mean_absolute_error: 128.8675
Epoch 3622/5000
148/148 [==============================] - 0s 81us/step - loss: 10057.7250 - mean_absolute_error: 80.4479 - val_loss: 21846.3509 - val_mean_absolute_error: 128.8301
Epoch 3623/5000
148/148 [==============================] - 0s 68us/step - loss: 10053.6616 - mean_absolute_error: 80.4166 - val_loss: 21836.2863 - val_mean_absolute_error: 128.7981
Epoch 3624/5000
148/148 [==============================] - 0s 74us/step - loss: 10047.5717 - mean_absolute_error: 80.3841 - val_loss: 21825.1259 - val_mean_absolute_error: 128.7615
Epoch 3625/5000
148/148 [==============================] - 0s 68us/step - loss: 10042.5621 - mean_absolute_error: 80.3537 - val_loss: 21812.5337 - val_mean_absolute_error: 128.7196
Epoch 3626/5000
148/148 [==============================] - 0s 81us/step - loss: 10036.7198 - mean_absolute_error: 80.3226 - val_loss: 21799.6662 - val_mean_absolute_error: 128.6753
Epoch 3627/5000
148/148 [==============================] - 0s 68us/step - loss: 10029.6845 - mean_absolute_error: 80.2787 - val_loss: 21787.3830 - val_mean_absolute_error: 128.6331
Epoch 3628/5000
148/148 [==============================] - 0s 68us/step - loss: 10023.0221 - mean_absolute_error: 80.2300 - val_loss: 21775.9989 - val_mean_absolute_error: 128.5933
Epoch 3629/5000
148/148 [==============================] - 0s 95us/step - loss: 10019.6570 - mean_absolute_error: 80.1802 - val_loss: 21762.9655 - val_mean_absolute_error: 128.5501
Epoch 3630/5000
148/148 [==============================] - 0s 74us/step - loss: 10017.1614 - mean_absolute_error: 80.1839 - val_loss: 21747.4680 - val_mean_absolute_error: 128.5006
Epoch 3631/5000
148/148 [==============================] - 0s 95us/step - loss: 10010.1336 - mean_absolute_error: 80.1987 - val_loss: 21733.4240 - val_mean_absolute_error: 128.4549
Epoch 3632/5000
148/148 [==============================] - 0s 81us/step - loss: 10005.1877 - mean_absolute_error: 80.1976 - val_loss: 21721.7658 - val_mean_absolute_error: 128.4164
Epoch 3633/5000
148/148 [==============================] - 0s 81us/step - loss: 10000.6524 - mean_absolute_error: 80.1822 - val_loss: 21711.2784 - val_mean_absolute_error: 128.3819
Epoch 3634/5000
148/148 [==============================] - 0s 81us/step - loss: 9995.7837 - mean_absolute_error: 80.1546 - val_loss: 21700.7650 - val_mean_absolute_error: 128.3448
Epoch 3635/5000
148/148 [==============================] - 0s 74us/step - loss: 9990.5663 - mean_absolute_error: 80.1221 - val_loss: 21688.8647 - val_mean_absolute_error: 128.3043
Epoch 3636/5000
148/148 [==============================] - 0s 94us/step - loss: 9984.6476 - mean_absolute_error: 80.0902 - val_loss: 21676.5217 - val_mean_absolute_error: 128.2620
Epoch 3637/5000
148/148 [==============================] - 0s 74us/step - loss: 9980.1957 - mean_absolute_error: 80.0562 - val_loss: 21665.9047 - val_mean_absolute_error: 128.2251
Epoch 3638/5000
148/148 [==============================] - 0s 68us/step - loss: 9974.9950 - mean_absolute_error: 80.0149 - val_loss: 21655.7043 - val_mean_absolute_error: 128.1902
Epoch 3639/5000
148/148 [==============================] - 0s 88us/step - loss: 9969.6633 - mean_absolute_error: 79.9708 - val_loss: 21644.9446 - val_mean_absolute_error: 128.1540
Epoch 3640/5000
148/148 [==============================] - 0s 68us/step - loss: 9963.0360 - mean_absolute_error: 79.9262 - val_loss: 21632.8785 - val_mean_absolute_error: 128.1131
Epoch 3641/5000
148/148 [==============================] - 0s 88us/step - loss: 9957.7764 - mean_absolute_error: 79.8883 - val_loss: 21619.5172 - val_mean_absolute_error: 128.0690
Epoch 3642/5000
148/148 [==============================] - 0s 88us/step - loss: 9949.9080 - mean_absolute_error: 79.8882 - val_loss: 21604.4883 - val_mean_absolute_error: 128.0205
Epoch 3643/5000
148/148 [==============================] - 0s 68us/step - loss: 9949.3841 - mean_absolute_error: 79.9063 - val_loss: 21591.6926 - val_mean_absolute_error: 127.9765
Epoch 3644/5000
148/148 [==============================] - 0s 81us/step - loss: 9943.5596 - mean_absolute_error: 79.8946 - val_loss: 21579.1302 - val_mean_absolute_error: 127.9329
Epoch 3645/5000
148/148 [==============================] - 0s 68us/step - loss: 9936.7377 - mean_absolute_error: 79.8628 - val_loss: 21568.2284 - val_mean_absolute_error: 127.8945
Epoch 3646/5000
148/148 [==============================] - 0s 81us/step - loss: 9932.5063 - mean_absolute_error: 79.8289 - val_loss: 21556.3616 - val_mean_absolute_error: 127.8552
Epoch 3647/5000
148/148 [==============================] - 0s 74us/step - loss: 9925.4168 - mean_absolute_error: 79.8367 - val_loss: 21541.7246 - val_mean_absolute_error: 127.8083
Epoch 3648/5000
148/148 [==============================] - 0s 74us/step - loss: 9923.3631 - mean_absolute_error: 79.8412 - val_loss: 21527.9720 - val_mean_absolute_error: 127.7622
Epoch 3649/5000
148/148 [==============================] - 0s 68us/step - loss: 9917.9201 - mean_absolute_error: 79.8306 - val_loss: 21515.0009 - val_mean_absolute_error: 127.7187
Epoch 3650/5000
148/148 [==============================] - 0s 68us/step - loss: 9912.7495 - mean_absolute_error: 79.8056 - val_loss: 21504.1810 - val_mean_absolute_error: 127.6810
Epoch 3651/5000
148/148 [==============================] - 0s 81us/step - loss: 9907.8543 - mean_absolute_error: 79.7813 - val_loss: 21494.9847 - val_mean_absolute_error: 127.6471
Epoch 3652/5000
148/148 [==============================] - 0s 108us/step - loss: 9902.3433 - mean_absolute_error: 79.7454 - val_loss: 21484.4123 - val_mean_absolute_error: 127.6105
Epoch 3653/5000
148/148 [==============================] - 0s 81us/step - loss: 9896.2869 - mean_absolute_error: 79.7097 - val_loss: 21475.3023 - val_mean_absolute_error: 127.5786
Epoch 3654/5000
148/148 [==============================] - 0s 68us/step - loss: 9891.5636 - mean_absolute_error: 79.6779 - val_loss: 21463.6636 - val_mean_absolute_error: 127.5388
Epoch 3655/5000
148/148 [==============================] - 0s 74us/step - loss: 9886.6215 - mean_absolute_error: 79.6357 - val_loss: 21450.4884 - val_mean_absolute_error: 127.4947
Epoch 3656/5000
148/148 [==============================] - 0s 88us/step - loss: 9879.0342 - mean_absolute_error: 79.5915 - val_loss: 21437.2561 - val_mean_absolute_error: 127.4526
Epoch 3657/5000
148/148 [==============================] - 0s 95us/step - loss: 9873.6190 - mean_absolute_error: 79.5570 - val_loss: 21423.8720 - val_mean_absolute_error: 127.4083
Epoch 3658/5000
148/148 [==============================] - 0s 74us/step - loss: 9866.4357 - mean_absolute_error: 79.5185 - val_loss: 21409.4738 - val_mean_absolute_error: 127.3608
Epoch 3659/5000
148/148 [==============================] - 0s 122us/step - loss: 9860.8913 - mean_absolute_error: 79.4896 - val_loss: 21393.4689 - val_mean_absolute_error: 127.3090
Epoch 3660/5000
148/148 [==============================] - 0s 88us/step - loss: 9856.2046 - mean_absolute_error: 79.4900 - val_loss: 21378.7417 - val_mean_absolute_error: 127.2606
Epoch 3661/5000
148/148 [==============================] - 0s 88us/step - loss: 9850.6937 - mean_absolute_error: 79.4794 - val_loss: 21363.8099 - val_mean_absolute_error: 127.2118
Epoch 3662/5000
148/148 [==============================] - 0s 74us/step - loss: 9843.2593 - mean_absolute_error: 79.4576 - val_loss: 21348.5194 - val_mean_absolute_error: 127.1629
Epoch 3663/5000
148/148 [==============================] - 0s 74us/step - loss: 9837.8195 - mean_absolute_error: 79.4359 - val_loss: 21335.1311 - val_mean_absolute_error: 127.1192
Epoch 3664/5000
148/148 [==============================] - 0s 74us/step - loss: 9832.0032 - mean_absolute_error: 79.4059 - val_loss: 21323.1041 - val_mean_absolute_error: 127.0789
Epoch 3665/5000
148/148 [==============================] - 0s 74us/step - loss: 9825.6105 - mean_absolute_error: 79.3660 - val_loss: 21309.8332 - val_mean_absolute_error: 127.0354
Epoch 3666/5000
148/148 [==============================] - 0s 68us/step - loss: 9820.1317 - mean_absolute_error: 79.3340 - val_loss: 21296.7770 - val_mean_absolute_error: 126.9922
Epoch 3667/5000
148/148 [==============================] - 0s 81us/step - loss: 9814.4196 - mean_absolute_error: 79.3052 - val_loss: 21283.5625 - val_mean_absolute_error: 126.9511
Epoch 3668/5000
148/148 [==============================] - 0s 68us/step - loss: 9807.6619 - mean_absolute_error: 79.2562 - val_loss: 21273.6123 - val_mean_absolute_error: 126.9189
Epoch 3669/5000
148/148 [==============================] - 0s 81us/step - loss: 9800.7020 - mean_absolute_error: 79.1939 - val_loss: 21263.7338 - val_mean_absolute_error: 126.8866
Epoch 3670/5000
148/148 [==============================] - 0s 68us/step - loss: 9797.9528 - mean_absolute_error: 79.1400 - val_loss: 21253.3638 - val_mean_absolute_error: 126.8525
Epoch 3671/5000
148/148 [==============================] - 0s 68us/step - loss: 9788.2948 - mean_absolute_error: 79.0656 - val_loss: 21240.6946 - val_mean_absolute_error: 126.8118
Epoch 3672/5000
148/148 [==============================] - 0s 68us/step - loss: 9780.8928 - mean_absolute_error: 79.0095 - val_loss: 21228.5462 - val_mean_absolute_error: 126.7727
Epoch 3673/5000
148/148 [==============================] - 0s 81us/step - loss: 9778.4546 - mean_absolute_error: 78.9646 - val_loss: 21218.1850 - val_mean_absolute_error: 126.7391
Epoch 3674/5000
148/148 [==============================] - 0s 81us/step - loss: 9771.5161 - mean_absolute_error: 78.9131 - val_loss: 21207.2086 - val_mean_absolute_error: 126.7030
Epoch 3675/5000
148/148 [==============================] - 0s 101us/step - loss: 9765.7702 - mean_absolute_error: 78.8792 - val_loss: 21193.8845 - val_mean_absolute_error: 126.6598
Epoch 3676/5000
148/148 [==============================] - 0s 81us/step - loss: 9759.5708 - mean_absolute_error: 78.8439 - val_loss: 21180.0903 - val_mean_absolute_error: 126.6126
Epoch 3677/5000
148/148 [==============================] - 0s 74us/step - loss: 9753.5015 - mean_absolute_error: 78.8050 - val_loss: 21166.7250 - val_mean_absolute_error: 126.5675
Epoch 3678/5000
148/148 [==============================] - 0s 88us/step - loss: 9747.8595 - mean_absolute_error: 78.7639 - val_loss: 21154.6065 - val_mean_absolute_error: 126.5262
Epoch 3679/5000
148/148 [==============================] - 0s 81us/step - loss: 9742.1162 - mean_absolute_error: 78.7220 - val_loss: 21144.9388 - val_mean_absolute_error: 126.4920
Epoch 3680/5000
148/148 [==============================] - 0s 81us/step - loss: 9737.3861 - mean_absolute_error: 78.6809 - val_loss: 21136.4401 - val_mean_absolute_error: 126.4608
Epoch 3681/5000
148/148 [==============================] - 0s 68us/step - loss: 9730.4079 - mean_absolute_error: 78.6357 - val_loss: 21125.5714 - val_mean_absolute_error: 126.4237
Epoch 3682/5000
148/148 [==============================] - 0s 74us/step - loss: 9724.8777 - mean_absolute_error: 78.5935 - val_loss: 21113.8037 - val_mean_absolute_error: 126.3838
Epoch 3683/5000
148/148 [==============================] - 0s 88us/step - loss: 9720.9088 - mean_absolute_error: 78.5497 - val_loss: 21101.2775 - val_mean_absolute_error: 126.3415
Epoch 3684/5000
148/148 [==============================] - 0s 81us/step - loss: 9714.1581 - mean_absolute_error: 78.5386 - val_loss: 21085.6442 - val_mean_absolute_error: 126.2910
Epoch 3685/5000
148/148 [==============================] - 0s 68us/step - loss: 9707.9169 - mean_absolute_error: 78.5427 - val_loss: 21071.6855 - val_mean_absolute_error: 126.2471
Epoch 3686/5000
148/148 [==============================] - 0s 88us/step - loss: 9703.9543 - mean_absolute_error: 78.5394 - val_loss: 21058.4439 - val_mean_absolute_error: 126.2043
Epoch 3687/5000
148/148 [==============================] - 0s 68us/step - loss: 9699.2807 - mean_absolute_error: 78.5257 - val_loss: 21043.8583 - val_mean_absolute_error: 126.1558
Epoch 3688/5000
148/148 [==============================] - 0s 74us/step - loss: 9695.0731 - mean_absolute_error: 78.5170 - val_loss: 21028.9442 - val_mean_absolute_error: 126.1057
Epoch 3689/5000
148/148 [==============================] - 0s 88us/step - loss: 9688.3020 - mean_absolute_error: 78.4909 - val_loss: 21015.3091 - val_mean_absolute_error: 126.0600
Epoch 3690/5000
148/148 [==============================] - 0s 68us/step - loss: 9682.9250 - mean_absolute_error: 78.4603 - val_loss: 21002.8080 - val_mean_absolute_error: 126.0191
Epoch 3691/5000
148/148 [==============================] - 0s 74us/step - loss: 9678.1452 - mean_absolute_error: 78.4311 - val_loss: 20990.1134 - val_mean_absolute_error: 125.9777
Epoch 3692/5000
148/148 [==============================] - 0s 68us/step - loss: 9672.4019 - mean_absolute_error: 78.3942 - val_loss: 20977.0542 - val_mean_absolute_error: 125.9343
Epoch 3693/5000
148/148 [==============================] - 0s 74us/step - loss: 9666.6138 - mean_absolute_error: 78.3577 - val_loss: 20966.0854 - val_mean_absolute_error: 125.8969
Epoch 3694/5000
148/148 [==============================] - 0s 68us/step - loss: 9661.1867 - mean_absolute_error: 78.3227 - val_loss: 20954.8643 - val_mean_absolute_error: 125.8575
Epoch 3695/5000
148/148 [==============================] - 0s 74us/step - loss: 9655.9780 - mean_absolute_error: 78.2885 - val_loss: 20942.5334 - val_mean_absolute_error: 125.8143
Epoch 3696/5000
148/148 [==============================] - 0s 81us/step - loss: 9650.5519 - mean_absolute_error: 78.2526 - val_loss: 20929.3695 - val_mean_absolute_error: 125.7687
Epoch 3697/5000
148/148 [==============================] - 0s 74us/step - loss: 9644.5604 - mean_absolute_error: 78.2099 - val_loss: 20916.4320 - val_mean_absolute_error: 125.7258
Epoch 3698/5000
148/148 [==============================] - 0s 74us/step - loss: 9638.6440 - mean_absolute_error: 78.1658 - val_loss: 20906.1011 - val_mean_absolute_error: 125.6911
Epoch 3699/5000
148/148 [==============================] - 0s 74us/step - loss: 9633.8994 - mean_absolute_error: 78.1251 - val_loss: 20895.8672 - val_mean_absolute_error: 125.6564
Epoch 3700/5000
148/148 [==============================] - 0s 68us/step - loss: 9628.2586 - mean_absolute_error: 78.0833 - val_loss: 20884.2453 - val_mean_absolute_error: 125.6175
Epoch 3701/5000
148/148 [==============================] - 0s 68us/step - loss: 9623.5072 - mean_absolute_error: 78.0429 - val_loss: 20871.5530 - val_mean_absolute_error: 125.5753
Epoch 3702/5000
148/148 [==============================] - 0s 74us/step - loss: 9617.2091 - mean_absolute_error: 78.0043 - val_loss: 20857.8800 - val_mean_absolute_error: 125.5311
Epoch 3703/5000
148/148 [==============================] - 0s 61us/step - loss: 9612.9951 - mean_absolute_error: 77.9738 - val_loss: 20843.5162 - val_mean_absolute_error: 125.4843
Epoch 3704/5000
148/148 [==============================] - 0s 74us/step - loss: 9603.4393 - mean_absolute_error: 77.9628 - val_loss: 20825.9189 - val_mean_absolute_error: 125.4271
Epoch 3705/5000
148/148 [==============================] - 0s 74us/step - loss: 9602.7706 - mean_absolute_error: 77.9876 - val_loss: 20809.7240 - val_mean_absolute_error: 125.3731
Epoch 3706/5000
148/148 [==============================] - 0s 74us/step - loss: 9596.6526 - mean_absolute_error: 77.9811 - val_loss: 20796.4062 - val_mean_absolute_error: 125.3285
Epoch 3707/5000
148/148 [==============================] - 0s 68us/step - loss: 9591.2892 - mean_absolute_error: 77.9650 - val_loss: 20782.9119 - val_mean_absolute_error: 125.2818
Epoch 3708/5000
148/148 [==============================] - 0s 81us/step - loss: 9585.7946 - mean_absolute_error: 77.9386 - val_loss: 20768.5990 - val_mean_absolute_error: 125.2313
Epoch 3709/5000
148/148 [==============================] - 0s 68us/step - loss: 9580.0288 - mean_absolute_error: 77.9080 - val_loss: 20754.3054 - val_mean_absolute_error: 125.1824
Epoch 3710/5000
148/148 [==============================] - 0s 95us/step - loss: 9575.1973 - mean_absolute_error: 77.8650 - val_loss: 20742.5128 - val_mean_absolute_error: 125.1402
Epoch 3711/5000
148/148 [==============================] - 0s 101us/step - loss: 9569.5748 - mean_absolute_error: 77.8194 - val_loss: 20731.5034 - val_mean_absolute_error: 125.1023
Epoch 3712/5000
148/148 [==============================] - 0s 68us/step - loss: 9563.8866 - mean_absolute_error: 77.7744 - val_loss: 20722.1265 - val_mean_absolute_error: 125.0710
Epoch 3713/5000
148/148 [==============================] - 0s 81us/step - loss: 9557.5936 - mean_absolute_error: 77.7330 - val_loss: 20711.7047 - val_mean_absolute_error: 125.0353
Epoch 3714/5000
148/148 [==============================] - 0s 81us/step - loss: 9553.3938 - mean_absolute_error: 77.6912 - val_loss: 20701.6227 - val_mean_absolute_error: 125.0021
Epoch 3715/5000
148/148 [==============================] - 0s 74us/step - loss: 9546.7778 - mean_absolute_error: 77.6393 - val_loss: 20692.3409 - val_mean_absolute_error: 124.9738
Epoch 3716/5000
148/148 [==============================] - 0s 74us/step - loss: 9543.4672 - mean_absolute_error: 77.6083 - val_loss: 20683.0382 - val_mean_absolute_error: 124.9440
Epoch 3717/5000
148/148 [==============================] - 0s 88us/step - loss: 9538.4568 - mean_absolute_error: 77.5725 - val_loss: 20675.2484 - val_mean_absolute_error: 124.9187
Epoch 3718/5000
148/148 [==============================] - 0s 81us/step - loss: 9533.5233 - mean_absolute_error: 77.5385 - val_loss: 20666.7728 - val_mean_absolute_error: 124.8888
Epoch 3719/5000
148/148 [==============================] - 0s 88us/step - loss: 9529.4547 - mean_absolute_error: 77.5080 - val_loss: 20656.1360 - val_mean_absolute_error: 124.8520
Epoch 3720/5000
148/148 [==============================] - 0s 95us/step - loss: 9525.0475 - mean_absolute_error: 77.4707 - val_loss: 20645.7161 - val_mean_absolute_error: 124.8141
Epoch 3721/5000
148/148 [==============================] - 0s 101us/step - loss: 9519.7768 - mean_absolute_error: 77.4390 - val_loss: 20636.3730 - val_mean_absolute_error: 124.7807
Epoch 3722/5000
148/148 [==============================] - 0s 81us/step - loss: 9515.6674 - mean_absolute_error: 77.4086 - val_loss: 20626.6998 - val_mean_absolute_error: 124.7474
Epoch 3723/5000
148/148 [==============================] - 0s 74us/step - loss: 9511.0267 - mean_absolute_error: 77.3793 - val_loss: 20617.1277 - val_mean_absolute_error: 124.7165
Epoch 3724/5000
148/148 [==============================] - 0s 74us/step - loss: 9506.3704 - mean_absolute_error: 77.3486 - val_loss: 20607.9580 - val_mean_absolute_error: 124.6870
Epoch 3725/5000
148/148 [==============================] - 0s 74us/step - loss: 9501.6297 - mean_absolute_error: 77.3321 - val_loss: 20599.1389 - val_mean_absolute_error: 124.6603
Epoch 3726/5000
148/148 [==============================] - 0s 81us/step - loss: 9497.1227 - mean_absolute_error: 77.3107 - val_loss: 20588.4519 - val_mean_absolute_error: 124.6259
Epoch 3727/5000
148/148 [==============================] - 0s 81us/step - loss: 9492.4161 - mean_absolute_error: 77.2795 - val_loss: 20577.3140 - val_mean_absolute_error: 124.5883
Epoch 3728/5000
148/148 [==============================] - 0s 74us/step - loss: 9487.5173 - mean_absolute_error: 77.2434 - val_loss: 20566.7658 - val_mean_absolute_error: 124.5534
Epoch 3729/5000
148/148 [==============================] - 0s 74us/step - loss: 9481.9548 - mean_absolute_error: 77.2091 - val_loss: 20558.3856 - val_mean_absolute_error: 124.5245
Epoch 3730/5000
148/148 [==============================] - 0s 95us/step - loss: 9477.0740 - mean_absolute_error: 77.1705 - val_loss: 20549.6797 - val_mean_absolute_error: 124.4962
Epoch 3731/5000
148/148 [==============================] - 0s 88us/step - loss: 9473.0410 - mean_absolute_error: 77.1268 - val_loss: 20541.7970 - val_mean_absolute_error: 124.4702
Epoch 3732/5000
148/148 [==============================] - 0s 68us/step - loss: 9467.3086 - mean_absolute_error: 77.0851 - val_loss: 20532.6345 - val_mean_absolute_error: 124.4389
Epoch 3733/5000
148/148 [==============================] - 0s 81us/step - loss: 9466.5261 - mean_absolute_error: 77.0451 - val_loss: 20523.1442 - val_mean_absolute_error: 124.4054
Epoch 3734/5000
148/148 [==============================] - 0s 88us/step - loss: 9461.2043 - mean_absolute_error: 77.0003 - val_loss: 20512.3301 - val_mean_absolute_error: 124.3681
Epoch 3735/5000
148/148 [==============================] - 0s 74us/step - loss: 9455.0706 - mean_absolute_error: 76.9595 - val_loss: 20500.8462 - val_mean_absolute_error: 124.3301
Epoch 3736/5000
148/148 [==============================] - 0s 81us/step - loss: 9449.9175 - mean_absolute_error: 76.9338 - val_loss: 20489.0105 - val_mean_absolute_error: 124.2907
Epoch 3737/5000
148/148 [==============================] - 0s 74us/step - loss: 9444.3027 - mean_absolute_error: 76.9039 - val_loss: 20478.3352 - val_mean_absolute_error: 124.2541
Epoch 3738/5000
148/148 [==============================] - 0s 74us/step - loss: 9440.2670 - mean_absolute_error: 76.8768 - val_loss: 20468.3399 - val_mean_absolute_error: 124.2202
Epoch 3739/5000
148/148 [==============================] - 0s 95us/step - loss: 9435.9600 - mean_absolute_error: 76.8513 - val_loss: 20457.2388 - val_mean_absolute_error: 124.1837
Epoch 3740/5000
148/148 [==============================] - 0s 74us/step - loss: 9431.8341 - mean_absolute_error: 76.8463 - val_loss: 20446.8979 - val_mean_absolute_error: 124.1468
Epoch 3741/5000
148/148 [==============================] - 0s 68us/step - loss: 9426.5254 - mean_absolute_error: 76.8565 - val_loss: 20436.1551 - val_mean_absolute_error: 124.1094
Epoch 3742/5000
148/148 [==============================] - 0s 68us/step - loss: 9419.1347 - mean_absolute_error: 76.8372 - val_loss: 20426.0258 - val_mean_absolute_error: 124.0737
Epoch 3743/5000
148/148 [==============================] - 0s 81us/step - loss: 9411.1879 - mean_absolute_error: 76.8256 - val_loss: 20413.2845 - val_mean_absolute_error: 124.0297
Epoch 3744/5000
148/148 [==============================] - 0s 74us/step - loss: 9408.8453 - mean_absolute_error: 76.8373 - val_loss: 20399.9127 - val_mean_absolute_error: 123.9845
Epoch 3745/5000
148/148 [==============================] - 0s 88us/step - loss: 9402.8880 - mean_absolute_error: 76.8287 - val_loss: 20388.7427 - val_mean_absolute_error: 123.9487
Epoch 3746/5000
148/148 [==============================] - 0s 61us/step - loss: 9397.8259 - mean_absolute_error: 76.8134 - val_loss: 20378.2213 - val_mean_absolute_error: 123.9135
Epoch 3747/5000
148/148 [==============================] - 0s 74us/step - loss: 9393.1670 - mean_absolute_error: 76.7930 - val_loss: 20367.0258 - val_mean_absolute_error: 123.8765
Epoch 3748/5000
148/148 [==============================] - 0s 68us/step - loss: 9387.9005 - mean_absolute_error: 76.7715 - val_loss: 20355.0607 - val_mean_absolute_error: 123.8380
Epoch 3749/5000
148/148 [==============================] - 0s 81us/step - loss: 9383.6177 - mean_absolute_error: 76.7426 - val_loss: 20342.8322 - val_mean_absolute_error: 123.7971
Epoch 3750/5000
148/148 [==============================] - 0s 101us/step - loss: 9377.2509 - mean_absolute_error: 76.7036 - val_loss: 20330.8646 - val_mean_absolute_error: 123.7569
Epoch 3751/5000
148/148 [==============================] - 0s 88us/step - loss: 9371.8642 - mean_absolute_error: 76.6728 - val_loss: 20318.8109 - val_mean_absolute_error: 123.7152
Epoch 3752/5000
148/148 [==============================] - 0s 88us/step - loss: 9366.2400 - mean_absolute_error: 76.6364 - val_loss: 20307.6524 - val_mean_absolute_error: 123.6758
Epoch 3753/5000
148/148 [==============================] - 0s 88us/step - loss: 9361.0693 - mean_absolute_error: 76.5949 - val_loss: 20296.2716 - val_mean_absolute_error: 123.6366
Epoch 3754/5000
148/148 [==============================] - 0s 88us/step - loss: 9356.0527 - mean_absolute_error: 76.5631 - val_loss: 20285.2010 - val_mean_absolute_error: 123.5986
Epoch 3755/5000
148/148 [==============================] - 0s 74us/step - loss: 9351.1231 - mean_absolute_error: 76.5288 - val_loss: 20273.7391 - val_mean_absolute_error: 123.5598
Epoch 3756/5000
148/148 [==============================] - 0s 88us/step - loss: 9347.3611 - mean_absolute_error: 76.4951 - val_loss: 20262.7963 - val_mean_absolute_error: 123.5222
Epoch 3757/5000
148/148 [==============================] - 0s 81us/step - loss: 9340.2905 - mean_absolute_error: 76.4490 - val_loss: 20251.8062 - val_mean_absolute_error: 123.4851
Epoch 3758/5000
148/148 [==============================] - 0s 108us/step - loss: 9335.5809 - mean_absolute_error: 76.4216 - val_loss: 20240.6066 - val_mean_absolute_error: 123.4479
Epoch 3759/5000
148/148 [==============================] - 0s 74us/step - loss: 9331.0200 - mean_absolute_error: 76.3913 - val_loss: 20228.5412 - val_mean_absolute_error: 123.4071
Epoch 3760/5000
148/148 [==============================] - 0s 81us/step - loss: 9325.0791 - mean_absolute_error: 76.3598 - val_loss: 20216.3091 - val_mean_absolute_error: 123.3661
Epoch 3761/5000
148/148 [==============================] - 0s 81us/step - loss: 9322.1673 - mean_absolute_error: 76.3557 - val_loss: 20204.1929 - val_mean_absolute_error: 123.3275
Epoch 3762/5000
148/148 [==============================] - 0s 81us/step - loss: 9313.6235 - mean_absolute_error: 76.3504 - val_loss: 20191.2445 - val_mean_absolute_error: 123.2915
Epoch 3763/5000
148/148 [==============================] - 0s 88us/step - loss: 9309.6628 - mean_absolute_error: 76.3377 - val_loss: 20180.1204 - val_mean_absolute_error: 123.2580
Epoch 3764/5000
148/148 [==============================] - 0s 68us/step - loss: 9305.3909 - mean_absolute_error: 76.3167 - val_loss: 20169.0479 - val_mean_absolute_error: 123.2239
Epoch 3765/5000
148/148 [==============================] - 0s 61us/step - loss: 9301.0035 - mean_absolute_error: 76.2955 - val_loss: 20156.6361 - val_mean_absolute_error: 123.1846
Epoch 3766/5000
148/148 [==============================] - 0s 68us/step - loss: 9297.0153 - mean_absolute_error: 76.2727 - val_loss: 20143.6608 - val_mean_absolute_error: 123.1436
Epoch 3767/5000
148/148 [==============================] - 0s 74us/step - loss: 9297.0479 - mean_absolute_error: 76.2815 - val_loss: 20127.9512 - val_mean_absolute_error: 123.0936
Epoch 3768/5000
148/148 [==============================] - 0s 68us/step - loss: 9287.9236 - mean_absolute_error: 76.2967 - val_loss: 20114.5599 - val_mean_absolute_error: 123.0496
Epoch 3769/5000
148/148 [==============================] - 0s 68us/step - loss: 9283.8067 - mean_absolute_error: 76.3030 - val_loss: 20102.4859 - val_mean_absolute_error: 123.0086
Epoch 3770/5000
148/148 [==============================] - 0s 68us/step - loss: 9278.8919 - mean_absolute_error: 76.2959 - val_loss: 20091.3858 - val_mean_absolute_error: 122.9704
Epoch 3771/5000
148/148 [==============================] - 0s 68us/step - loss: 9274.1806 - mean_absolute_error: 76.2697 - val_loss: 20080.8362 - val_mean_absolute_error: 122.9335
Epoch 3772/5000
148/148 [==============================] - 0s 68us/step - loss: 9269.8055 - mean_absolute_error: 76.2349 - val_loss: 20069.2180 - val_mean_absolute_error: 122.8922
Epoch 3773/5000
148/148 [==============================] - 0s 74us/step - loss: 9264.5744 - mean_absolute_error: 76.1957 - val_loss: 20058.0741 - val_mean_absolute_error: 122.8536
Epoch 3774/5000
148/148 [==============================] - 0s 68us/step - loss: 9260.6088 - mean_absolute_error: 76.1647 - val_loss: 20049.2804 - val_mean_absolute_error: 122.8247
Epoch 3775/5000
148/148 [==============================] - 0s 61us/step - loss: 9255.4984 - mean_absolute_error: 76.1345 - val_loss: 20040.7471 - val_mean_absolute_error: 122.7954
Epoch 3776/5000
148/148 [==============================] - 0s 74us/step - loss: 9250.6887 - mean_absolute_error: 76.1108 - val_loss: 20032.4366 - val_mean_absolute_error: 122.7659
Epoch 3777/5000
148/148 [==============================] - 0s 68us/step - loss: 9246.5006 - mean_absolute_error: 76.0949 - val_loss: 20022.1604 - val_mean_absolute_error: 122.7297
Epoch 3778/5000
148/148 [==============================] - 0s 68us/step - loss: 9242.7103 - mean_absolute_error: 76.0759 - val_loss: 20012.6513 - val_mean_absolute_error: 122.6974
Epoch 3779/5000
148/148 [==============================] - 0s 68us/step - loss: 9238.5341 - mean_absolute_error: 76.0436 - val_loss: 20003.7578 - val_mean_absolute_error: 122.6682
Epoch 3780/5000
148/148 [==============================] - 0s 74us/step - loss: 9233.8851 - mean_absolute_error: 76.0028 - val_loss: 19995.8709 - val_mean_absolute_error: 122.6415
Epoch 3781/5000
148/148 [==============================] - 0s 68us/step - loss: 9229.4546 - mean_absolute_error: 75.9707 - val_loss: 19988.1132 - val_mean_absolute_error: 122.6158
Epoch 3782/5000
148/148 [==============================] - 0s 74us/step - loss: 9225.3634 - mean_absolute_error: 75.9396 - val_loss: 19979.4477 - val_mean_absolute_error: 122.5859
Epoch 3783/5000
148/148 [==============================] - 0s 74us/step - loss: 9221.2221 - mean_absolute_error: 75.9068 - val_loss: 19969.4762 - val_mean_absolute_error: 122.5518
Epoch 3784/5000
148/148 [==============================] - 0s 68us/step - loss: 9217.4929 - mean_absolute_error: 75.8889 - val_loss: 19958.6280 - val_mean_absolute_error: 122.5169
Epoch 3785/5000
148/148 [==============================] - 0s 81us/step - loss: 9212.1421 - mean_absolute_error: 75.8626 - val_loss: 19951.2082 - val_mean_absolute_error: 122.4920
Epoch 3786/5000
148/148 [==============================] - 0s 95us/step - loss: 9211.2369 - mean_absolute_error: 75.8381 - val_loss: 19945.6721 - val_mean_absolute_error: 122.4679
Epoch 3787/5000
148/148 [==============================] - 0s 74us/step - loss: 9204.3278 - mean_absolute_error: 75.7841 - val_loss: 19938.2648 - val_mean_absolute_error: 122.4387
Epoch 3788/5000
148/148 [==============================] - 0s 74us/step - loss: 9198.7757 - mean_absolute_error: 75.7508 - val_loss: 19928.7248 - val_mean_absolute_error: 122.4046
Epoch 3789/5000
148/148 [==============================] - 0s 81us/step - loss: 9194.2340 - mean_absolute_error: 75.7206 - val_loss: 19918.6484 - val_mean_absolute_error: 122.3690
Epoch 3790/5000
148/148 [==============================] - 0s 74us/step - loss: 9189.5979 - mean_absolute_error: 75.6934 - val_loss: 19908.0148 - val_mean_absolute_error: 122.3320
Epoch 3791/5000
148/148 [==============================] - 0s 74us/step - loss: 9184.1103 - mean_absolute_error: 75.6636 - val_loss: 19896.9705 - val_mean_absolute_error: 122.2927
Epoch 3792/5000
148/148 [==============================] - 0s 88us/step - loss: 9180.7813 - mean_absolute_error: 75.6355 - val_loss: 19886.2128 - val_mean_absolute_error: 122.2538
Epoch 3793/5000
148/148 [==============================] - 0s 88us/step - loss: 9177.5691 - mean_absolute_error: 75.6270 - val_loss: 19876.1387 - val_mean_absolute_error: 122.2154
Epoch 3794/5000
148/148 [==============================] - 0s 81us/step - loss: 9170.2365 - mean_absolute_error: 75.6123 - val_loss: 19866.7969 - val_mean_absolute_error: 122.1809
Epoch 3795/5000
148/148 [==============================] - 0s 74us/step - loss: 9165.5374 - mean_absolute_error: 75.5931 - val_loss: 19857.5120 - val_mean_absolute_error: 122.1484
Epoch 3796/5000
148/148 [==============================] - 0s 81us/step - loss: 9161.4281 - mean_absolute_error: 75.5708 - val_loss: 19847.4262 - val_mean_absolute_error: 122.1142
Epoch 3797/5000
148/148 [==============================] - 0s 88us/step - loss: 9156.4983 - mean_absolute_error: 75.5402 - val_loss: 19836.4583 - val_mean_absolute_error: 122.0772
Epoch 3798/5000
148/148 [==============================] - 0s 68us/step - loss: 9151.4522 - mean_absolute_error: 75.5101 - val_loss: 19823.9024 - val_mean_absolute_error: 122.0393
Epoch 3799/5000
148/148 [==============================] - 0s 88us/step - loss: 9146.7502 - mean_absolute_error: 75.4804 - val_loss: 19812.5338 - val_mean_absolute_error: 122.0021
Epoch 3800/5000
148/148 [==============================] - 0s 74us/step - loss: 9142.3758 - mean_absolute_error: 75.4474 - val_loss: 19802.0647 - val_mean_absolute_error: 121.9666
Epoch 3801/5000
148/148 [==============================] - 0s 81us/step - loss: 9138.0390 - mean_absolute_error: 75.4132 - val_loss: 19789.9942 - val_mean_absolute_error: 121.9289
Epoch 3802/5000
148/148 [==============================] - 0s 74us/step - loss: 9132.4633 - mean_absolute_error: 75.3763 - val_loss: 19777.8973 - val_mean_absolute_error: 121.8884
Epoch 3803/5000
148/148 [==============================] - 0s 88us/step - loss: 9127.4674 - mean_absolute_error: 75.3451 - val_loss: 19766.5877 - val_mean_absolute_error: 121.8488
Epoch 3804/5000
148/148 [==============================] - 0s 95us/step - loss: 9122.5612 - mean_absolute_error: 75.3109 - val_loss: 19757.3575 - val_mean_absolute_error: 121.8150
Epoch 3805/5000
148/148 [==============================] - 0s 74us/step - loss: 9118.0050 - mean_absolute_error: 75.2661 - val_loss: 19747.0787 - val_mean_absolute_error: 121.7767
Epoch 3806/5000
148/148 [==============================] - 0s 95us/step - loss: 9113.2264 - mean_absolute_error: 75.2259 - val_loss: 19736.4966 - val_mean_absolute_error: 121.7372
Epoch 3807/5000
148/148 [==============================] - 0s 81us/step - loss: 9107.8754 - mean_absolute_error: 75.1855 - val_loss: 19728.2839 - val_mean_absolute_error: 121.7044
Epoch 3808/5000
148/148 [==============================] - 0s 74us/step - loss: 9105.0272 - mean_absolute_error: 75.1331 - val_loss: 19721.4183 - val_mean_absolute_error: 121.6760
Epoch 3809/5000
148/148 [==============================] - 0s 88us/step - loss: 9097.8466 - mean_absolute_error: 75.0817 - val_loss: 19713.1330 - val_mean_absolute_error: 121.6445
Epoch 3810/5000
148/148 [==============================] - 0s 81us/step - loss: 9097.0383 - mean_absolute_error: 75.0488 - val_loss: 19705.0256 - val_mean_absolute_error: 121.6152
Epoch 3811/5000
148/148 [==============================] - 0s 74us/step - loss: 9092.2034 - mean_absolute_error: 75.0110 - val_loss: 19694.8235 - val_mean_absolute_error: 121.5840
Epoch 3812/5000
148/148 [==============================] - 0s 74us/step - loss: 9088.2721 - mean_absolute_error: 74.9811 - val_loss: 19686.1487 - val_mean_absolute_error: 121.5556
Epoch 3813/5000
148/148 [==============================] - 0s 81us/step - loss: 9084.8263 - mean_absolute_error: 74.9504 - val_loss: 19678.4880 - val_mean_absolute_error: 121.5306
Epoch 3814/5000
148/148 [==============================] - 0s 81us/step - loss: 9082.0808 - mean_absolute_error: 74.9238 - val_loss: 19668.3566 - val_mean_absolute_error: 121.4967
Epoch 3815/5000
148/148 [==============================] - 0s 95us/step - loss: 9076.3866 - mean_absolute_error: 74.8921 - val_loss: 19657.7237 - val_mean_absolute_error: 121.4593
Epoch 3816/5000
148/148 [==============================] - 0s 68us/step - loss: 9072.4257 - mean_absolute_error: 74.8676 - val_loss: 19647.8146 - val_mean_absolute_error: 121.4240
Epoch 3817/5000
148/148 [==============================] - 0s 81us/step - loss: 9068.2498 - mean_absolute_error: 74.8378 - val_loss: 19637.1610 - val_mean_absolute_error: 121.3845
Epoch 3818/5000
148/148 [==============================] - 0s 81us/step - loss: 9063.8366 - mean_absolute_error: 74.8032 - val_loss: 19625.8794 - val_mean_absolute_error: 121.3433
Epoch 3819/5000
148/148 [==============================] - 0s 68us/step - loss: 9059.3260 - mean_absolute_error: 74.7962 - val_loss: 19610.9937 - val_mean_absolute_error: 121.2915
Epoch 3820/5000
148/148 [==============================] - 0s 74us/step - loss: 9052.7454 - mean_absolute_error: 74.8118 - val_loss: 19597.8621 - val_mean_absolute_error: 121.2444
Epoch 3821/5000
148/148 [==============================] - 0s 74us/step - loss: 9047.7642 - mean_absolute_error: 74.8123 - val_loss: 19586.0115 - val_mean_absolute_error: 121.2015
Epoch 3822/5000
148/148 [==============================] - 0s 74us/step - loss: 9042.4707 - mean_absolute_error: 74.7910 - val_loss: 19575.2172 - val_mean_absolute_error: 121.1622
Epoch 3823/5000
148/148 [==============================] - 0s 81us/step - loss: 9038.5468 - mean_absolute_error: 74.7706 - val_loss: 19566.4405 - val_mean_absolute_error: 121.1314
Epoch 3824/5000
148/148 [==============================] - 0s 68us/step - loss: 9034.5891 - mean_absolute_error: 74.7427 - val_loss: 19560.5402 - val_mean_absolute_error: 121.1115
Epoch 3825/5000
148/148 [==============================] - 0s 81us/step - loss: 9030.9667 - mean_absolute_error: 74.7180 - val_loss: 19553.1190 - val_mean_absolute_error: 121.0856
Epoch 3826/5000
148/148 [==============================] - 0s 101us/step - loss: 9028.9415 - mean_absolute_error: 74.6993 - val_loss: 19545.3556 - val_mean_absolute_error: 121.0592
Epoch 3827/5000
148/148 [==============================] - 0s 74us/step - loss: 9022.4226 - mean_absolute_error: 74.7231 - val_loss: 19531.8651 - val_mean_absolute_error: 121.0137
Epoch 3828/5000
148/148 [==============================] - 0s 68us/step - loss: 9019.6200 - mean_absolute_error: 74.7791 - val_loss: 19520.4310 - val_mean_absolute_error: 120.9724
Epoch 3829/5000
148/148 [==============================] - 0s 81us/step - loss: 9017.0599 - mean_absolute_error: 74.7871 - val_loss: 19512.8323 - val_mean_absolute_error: 120.9435
Epoch 3830/5000
148/148 [==============================] - 0s 68us/step - loss: 9012.1410 - mean_absolute_error: 74.7725 - val_loss: 19505.6688 - val_mean_absolute_error: 120.9148
Epoch 3831/5000
148/148 [==============================] - 0s 88us/step - loss: 9007.7752 - mean_absolute_error: 74.7487 - val_loss: 19497.9148 - val_mean_absolute_error: 120.8859
Epoch 3832/5000
148/148 [==============================] - 0s 81us/step - loss: 9003.5985 - mean_absolute_error: 74.7208 - val_loss: 19487.9903 - val_mean_absolute_error: 120.8540
Epoch 3833/5000
148/148 [==============================] - 0s 68us/step - loss: 8999.6689 - mean_absolute_error: 74.6925 - val_loss: 19478.3295 - val_mean_absolute_error: 120.8210
Epoch 3834/5000
148/148 [==============================] - 0s 74us/step - loss: 8995.6432 - mean_absolute_error: 74.6660 - val_loss: 19468.0377 - val_mean_absolute_error: 120.7861
Epoch 3835/5000
148/148 [==============================] - 0s 81us/step - loss: 8990.9364 - mean_absolute_error: 74.6407 - val_loss: 19457.7458 - val_mean_absolute_error: 120.7547
Epoch 3836/5000
148/148 [==============================] - 0s 74us/step - loss: 8986.5685 - mean_absolute_error: 74.6153 - val_loss: 19448.9012 - val_mean_absolute_error: 120.7248
Epoch 3837/5000
148/148 [==============================] - 0s 81us/step - loss: 8983.5633 - mean_absolute_error: 74.5821 - val_loss: 19441.1807 - val_mean_absolute_error: 120.6969
Epoch 3838/5000
148/148 [==============================] - 0s 68us/step - loss: 8978.4234 - mean_absolute_error: 74.5440 - val_loss: 19431.8085 - val_mean_absolute_error: 120.6626
Epoch 3839/5000
148/148 [==============================] - 0s 68us/step - loss: 8973.9396 - mean_absolute_error: 74.5107 - val_loss: 19420.3548 - val_mean_absolute_error: 120.6221
Epoch 3840/5000
148/148 [==============================] - 0s 61us/step - loss: 8968.9058 - mean_absolute_error: 74.4784 - val_loss: 19408.0221 - val_mean_absolute_error: 120.5771
Epoch 3841/5000
148/148 [==============================] - 0s 88us/step - loss: 8964.0611 - mean_absolute_error: 74.4517 - val_loss: 19397.2757 - val_mean_absolute_error: 120.5373
Epoch 3842/5000
148/148 [==============================] - 0s 88us/step - loss: 8959.3356 - mean_absolute_error: 74.4211 - val_loss: 19385.7467 - val_mean_absolute_error: 120.4951
Epoch 3843/5000
148/148 [==============================] - 0s 68us/step - loss: 8955.6570 - mean_absolute_error: 74.3893 - val_loss: 19375.5102 - val_mean_absolute_error: 120.4575
Epoch 3844/5000
148/148 [==============================] - 0s 81us/step - loss: 8951.9279 - mean_absolute_error: 74.3552 - val_loss: 19366.1179 - val_mean_absolute_error: 120.4231
Epoch 3845/5000
148/148 [==============================] - 0s 68us/step - loss: 8945.9948 - mean_absolute_error: 74.3156 - val_loss: 19356.6892 - val_mean_absolute_error: 120.3888
Epoch 3846/5000
148/148 [==============================] - 0s 81us/step - loss: 8943.3920 - mean_absolute_error: 74.2838 - val_loss: 19349.7897 - val_mean_absolute_error: 120.3630
Epoch 3847/5000
148/148 [==============================] - 0s 74us/step - loss: 8938.2679 - mean_absolute_error: 74.2467 - val_loss: 19342.5206 - val_mean_absolute_error: 120.3363
Epoch 3848/5000
148/148 [==============================] - 0s 68us/step - loss: 8934.7884 - mean_absolute_error: 74.2217 - val_loss: 19334.9394 - val_mean_absolute_error: 120.3078
Epoch 3849/5000
148/148 [==============================] - 0s 74us/step - loss: 8931.5705 - mean_absolute_error: 74.1970 - val_loss: 19326.6456 - val_mean_absolute_error: 120.2767
Epoch 3850/5000
148/148 [==============================] - 0s 68us/step - loss: 8927.2241 - mean_absolute_error: 74.1700 - val_loss: 19318.7238 - val_mean_absolute_error: 120.2459
Epoch 3851/5000
148/148 [==============================] - 0s 68us/step - loss: 8923.7640 - mean_absolute_error: 74.1482 - val_loss: 19310.5950 - val_mean_absolute_error: 120.2138
Epoch 3852/5000
148/148 [==============================] - 0s 68us/step - loss: 8919.5697 - mean_absolute_error: 74.1217 - val_loss: 19301.7238 - val_mean_absolute_error: 120.1793
Epoch 3853/5000
148/148 [==============================] - 0s 81us/step - loss: 8916.4679 - mean_absolute_error: 74.1049 - val_loss: 19292.3777 - val_mean_absolute_error: 120.1446
Epoch 3854/5000
148/148 [==============================] - 0s 74us/step - loss: 8911.5255 - mean_absolute_error: 74.0754 - val_loss: 19282.6698 - val_mean_absolute_error: 120.1076
Epoch 3855/5000
148/148 [==============================] - 0s 68us/step - loss: 8907.6322 - mean_absolute_error: 74.0488 - val_loss: 19273.9292 - val_mean_absolute_error: 120.0766
Epoch 3856/5000
148/148 [==============================] - 0s 95us/step - loss: 8904.0963 - mean_absolute_error: 74.0191 - val_loss: 19265.3582 - val_mean_absolute_error: 120.0449
Epoch 3857/5000
148/148 [==============================] - 0s 81us/step - loss: 8897.9730 - mean_absolute_error: 73.9992 - val_loss: 19255.1188 - val_mean_absolute_error: 120.0061
Epoch 3858/5000
148/148 [==============================] - 0s 81us/step - loss: 8894.7291 - mean_absolute_error: 74.0031 - val_loss: 19244.6248 - val_mean_absolute_error: 119.9658
Epoch 3859/5000
148/148 [==============================] - 0s 74us/step - loss: 8891.5409 - mean_absolute_error: 73.9944 - val_loss: 19235.2309 - val_mean_absolute_error: 119.9292
Epoch 3860/5000
148/148 [==============================] - 0s 74us/step - loss: 8886.0162 - mean_absolute_error: 73.9681 - val_loss: 19228.1765 - val_mean_absolute_error: 119.9005
Epoch 3861/5000
148/148 [==============================] - 0s 74us/step - loss: 8882.8387 - mean_absolute_error: 73.9392 - val_loss: 19220.7761 - val_mean_absolute_error: 119.8730
Epoch 3862/5000
148/148 [==============================] - 0s 67us/step - loss: 8877.8044 - mean_absolute_error: 73.9104 - val_loss: 19211.7692 - val_mean_absolute_error: 119.8396
Epoch 3863/5000
148/148 [==============================] - 0s 74us/step - loss: 8873.7415 - mean_absolute_error: 73.8837 - val_loss: 19201.6718 - val_mean_absolute_error: 119.8018
Epoch 3864/5000
148/148 [==============================] - 0s 74us/step - loss: 8868.7842 - mean_absolute_error: 73.8558 - val_loss: 19191.6090 - val_mean_absolute_error: 119.7656
Epoch 3865/5000
148/148 [==============================] - 0s 81us/step - loss: 8864.4803 - mean_absolute_error: 73.8296 - val_loss: 19182.2679 - val_mean_absolute_error: 119.7318
Epoch 3866/5000
148/148 [==============================] - 0s 81us/step - loss: 8860.3225 - mean_absolute_error: 73.7999 - val_loss: 19173.5574 - val_mean_absolute_error: 119.6985
Epoch 3867/5000
148/148 [==============================] - 0s 68us/step - loss: 8857.4603 - mean_absolute_error: 73.7665 - val_loss: 19165.5987 - val_mean_absolute_error: 119.6660
Epoch 3868/5000
148/148 [==============================] - 0s 101us/step - loss: 8852.0187 - mean_absolute_error: 73.7168 - val_loss: 19158.1881 - val_mean_absolute_error: 119.6355
Epoch 3869/5000
148/148 [==============================] - 0s 74us/step - loss: 8848.6591 - mean_absolute_error: 73.6736 - val_loss: 19150.6416 - val_mean_absolute_error: 119.6053
Epoch 3870/5000
148/148 [==============================] - 0s 68us/step - loss: 8845.7576 - mean_absolute_error: 73.6407 - val_loss: 19143.7655 - val_mean_absolute_error: 119.5773
Epoch 3871/5000
148/148 [==============================] - 0s 68us/step - loss: 8841.3459 - mean_absolute_error: 73.6030 - val_loss: 19135.2109 - val_mean_absolute_error: 119.5509
Epoch 3872/5000
148/148 [==============================] - 0s 81us/step - loss: 8837.4120 - mean_absolute_error: 73.5766 - val_loss: 19124.9372 - val_mean_absolute_error: 119.5150
Epoch 3873/5000
148/148 [==============================] - 0s 74us/step - loss: 8833.3763 - mean_absolute_error: 73.5483 - val_loss: 19114.2992 - val_mean_absolute_error: 119.4764
Epoch 3874/5000
148/148 [==============================] - 0s 81us/step - loss: 8829.4464 - mean_absolute_error: 73.5180 - val_loss: 19104.0726 - val_mean_absolute_error: 119.4391
Epoch 3875/5000
148/148 [==============================] - 0s 74us/step - loss: 8824.3212 - mean_absolute_error: 73.5086 - val_loss: 19093.6207 - val_mean_absolute_error: 119.4016
Epoch 3876/5000
148/148 [==============================] - 0s 88us/step - loss: 8818.7159 - mean_absolute_error: 73.4904 - val_loss: 19081.8974 - val_mean_absolute_error: 119.3631
Epoch 3877/5000
148/148 [==============================] - 0s 81us/step - loss: 8815.4292 - mean_absolute_error: 73.4799 - val_loss: 19071.7933 - val_mean_absolute_error: 119.3283
Epoch 3878/5000
148/148 [==============================] - 0s 81us/step - loss: 8810.5219 - mean_absolute_error: 73.4584 - val_loss: 19063.0677 - val_mean_absolute_error: 119.2973
Epoch 3879/5000
148/148 [==============================] - 0s 81us/step - loss: 8806.8826 - mean_absolute_error: 73.4373 - val_loss: 19053.8473 - val_mean_absolute_error: 119.2635
Epoch 3880/5000
148/148 [==============================] - 0s 95us/step - loss: 8804.2083 - mean_absolute_error: 73.4399 - val_loss: 19044.1561 - val_mean_absolute_error: 119.2278
Epoch 3881/5000
148/148 [==============================] - 0s 74us/step - loss: 8797.7350 - mean_absolute_error: 73.4325 - val_loss: 19034.5020 - val_mean_absolute_error: 119.1916
Epoch 3882/5000
148/148 [==============================] - 0s 108us/step - loss: 8793.4632 - mean_absolute_error: 73.4205 - val_loss: 19023.4641 - val_mean_absolute_error: 119.1498
Epoch 3883/5000
148/148 [==============================] - 0s 81us/step - loss: 8789.6787 - mean_absolute_error: 73.4040 - val_loss: 19013.1413 - val_mean_absolute_error: 119.1104
Epoch 3884/5000
148/148 [==============================] - 0s 88us/step - loss: 8785.0699 - mean_absolute_error: 73.3808 - val_loss: 19002.6937 - val_mean_absolute_error: 119.0704
Epoch 3885/5000
148/148 [==============================] - 0s 81us/step - loss: 8780.9128 - mean_absolute_error: 73.3591 - val_loss: 18992.6670 - val_mean_absolute_error: 119.0325
Epoch 3886/5000
148/148 [==============================] - 0s 81us/step - loss: 8777.2122 - mean_absolute_error: 73.3453 - val_loss: 18983.0333 - val_mean_absolute_error: 118.9967
Epoch 3887/5000
148/148 [==============================] - 0s 68us/step - loss: 8772.2435 - mean_absolute_error: 73.3259 - val_loss: 18973.7455 - val_mean_absolute_error: 118.9606
Epoch 3888/5000
148/148 [==============================] - 0s 95us/step - loss: 8768.4312 - mean_absolute_error: 73.3066 - val_loss: 18965.9541 - val_mean_absolute_error: 118.9308
Epoch 3889/5000
148/148 [==============================] - 0s 81us/step - loss: 8764.5161 - mean_absolute_error: 73.2758 - val_loss: 18958.7077 - val_mean_absolute_error: 118.9015
Epoch 3890/5000
148/148 [==============================] - 0s 81us/step - loss: 8759.9275 - mean_absolute_error: 73.2351 - val_loss: 18951.9302 - val_mean_absolute_error: 118.8748
Epoch 3891/5000
148/148 [==============================] - 0s 81us/step - loss: 8756.5706 - mean_absolute_error: 73.1918 - val_loss: 18944.3160 - val_mean_absolute_error: 118.8457
Epoch 3892/5000
148/148 [==============================] - 0s 68us/step - loss: 8753.1829 - mean_absolute_error: 73.1571 - val_loss: 18934.3779 - val_mean_absolute_error: 118.8135
Epoch 3893/5000
148/148 [==============================] - 0s 81us/step - loss: 8748.7685 - mean_absolute_error: 73.1233 - val_loss: 18924.6010 - val_mean_absolute_error: 118.7813
Epoch 3894/5000
148/148 [==============================] - 0s 88us/step - loss: 8744.2237 - mean_absolute_error: 73.0914 - val_loss: 18914.5092 - val_mean_absolute_error: 118.7461
Epoch 3895/5000
148/148 [==============================] - 0s 74us/step - loss: 8740.0770 - mean_absolute_error: 73.0628 - val_loss: 18905.7272 - val_mean_absolute_error: 118.7157
Epoch 3896/5000
148/148 [==============================] - 0s 81us/step - loss: 8736.0492 - mean_absolute_error: 73.0385 - val_loss: 18896.6311 - val_mean_absolute_error: 118.6842
Epoch 3897/5000
148/148 [==============================] - 0s 68us/step - loss: 8731.9222 - mean_absolute_error: 73.0153 - val_loss: 18887.8516 - val_mean_absolute_error: 118.6524
Epoch 3898/5000
148/148 [==============================] - 0s 74us/step - loss: 8728.3631 - mean_absolute_error: 72.9879 - val_loss: 18878.1635 - val_mean_absolute_error: 118.6161
Epoch 3899/5000
148/148 [==============================] - 0s 68us/step - loss: 8724.3970 - mean_absolute_error: 72.9566 - val_loss: 18868.2931 - val_mean_absolute_error: 118.5778
Epoch 3900/5000
148/148 [==============================] - 0s 68us/step - loss: 8720.8460 - mean_absolute_error: 72.9221 - val_loss: 18859.8532 - val_mean_absolute_error: 118.5446
Epoch 3901/5000
148/148 [==============================] - 0s 74us/step - loss: 8715.9832 - mean_absolute_error: 72.8875 - val_loss: 18850.2009 - val_mean_absolute_error: 118.5104
Epoch 3902/5000
148/148 [==============================] - 0s 74us/step - loss: 8711.7119 - mean_absolute_error: 72.8584 - val_loss: 18840.8008 - val_mean_absolute_error: 118.4763
Epoch 3903/5000
148/148 [==============================] - 0s 74us/step - loss: 8707.5273 - mean_absolute_error: 72.8296 - val_loss: 18830.9495 - val_mean_absolute_error: 118.4395
Epoch 3904/5000
148/148 [==============================] - 0s 74us/step - loss: 8703.9853 - mean_absolute_error: 72.7962 - val_loss: 18822.0570 - val_mean_absolute_error: 118.4069
Epoch 3905/5000
148/148 [==============================] - 0s 68us/step - loss: 8699.6858 - mean_absolute_error: 72.7726 - val_loss: 18813.8269 - val_mean_absolute_error: 118.3774
Epoch 3906/5000
148/148 [==============================] - 0s 81us/step - loss: 8696.6308 - mean_absolute_error: 72.7464 - val_loss: 18806.5505 - val_mean_absolute_error: 118.3513
Epoch 3907/5000
148/148 [==============================] - 0s 88us/step - loss: 8692.2624 - mean_absolute_error: 72.7186 - val_loss: 18798.1623 - val_mean_absolute_error: 118.3214
Epoch 3908/5000
148/148 [==============================] - 0s 81us/step - loss: 8688.7980 - mean_absolute_error: 72.6903 - val_loss: 18789.1959 - val_mean_absolute_error: 118.2886
Epoch 3909/5000
148/148 [==============================] - 0s 81us/step - loss: 8684.8589 - mean_absolute_error: 72.6574 - val_loss: 18780.3591 - val_mean_absolute_error: 118.2573
Epoch 3910/5000
148/148 [==============================] - 0s 88us/step - loss: 8680.9489 - mean_absolute_error: 72.6305 - val_loss: 18772.6930 - val_mean_absolute_error: 118.2329
Epoch 3911/5000
148/148 [==============================] - 0s 101us/step - loss: 8677.5084 - mean_absolute_error: 72.6109 - val_loss: 18763.9173 - val_mean_absolute_error: 118.2024
Epoch 3912/5000
148/148 [==============================] - 0s 81us/step - loss: 8673.1828 - mean_absolute_error: 72.5863 - val_loss: 18755.7727 - val_mean_absolute_error: 118.1725
Epoch 3913/5000
148/148 [==============================] - 0s 68us/step - loss: 8668.8729 - mean_absolute_error: 72.5584 - val_loss: 18748.8137 - val_mean_absolute_error: 118.1457
Epoch 3914/5000
148/148 [==============================] - 0s 81us/step - loss: 8664.8055 - mean_absolute_error: 72.5298 - val_loss: 18741.6294 - val_mean_absolute_error: 118.1152
Epoch 3915/5000
148/148 [==============================] - 0s 74us/step - loss: 8661.9908 - mean_absolute_error: 72.5020 - val_loss: 18733.5210 - val_mean_absolute_error: 118.0832
Epoch 3916/5000
148/148 [==============================] - 0s 81us/step - loss: 8656.7101 - mean_absolute_error: 72.4673 - val_loss: 18724.9920 - val_mean_absolute_error: 118.0534
Epoch 3917/5000
148/148 [==============================] - 0s 74us/step - loss: 8652.6137 - mean_absolute_error: 72.4469 - val_loss: 18716.3853 - val_mean_absolute_error: 118.0253
Epoch 3918/5000
148/148 [==============================] - 0s 68us/step - loss: 8648.5107 - mean_absolute_error: 72.4257 - val_loss: 18708.9577 - val_mean_absolute_error: 118.0014
Epoch 3919/5000
148/148 [==============================] - 0s 81us/step - loss: 8644.5985 - mean_absolute_error: 72.4037 - val_loss: 18701.2335 - val_mean_absolute_error: 117.9751
Epoch 3920/5000
148/148 [==============================] - 0s 81us/step - loss: 8641.1381 - mean_absolute_error: 72.3858 - val_loss: 18694.4977 - val_mean_absolute_error: 117.9509
Epoch 3921/5000
148/148 [==============================] - 0s 74us/step - loss: 8637.6631 - mean_absolute_error: 72.3680 - val_loss: 18688.8496 - val_mean_absolute_error: 117.9284
Epoch 3922/5000
148/148 [==============================] - 0s 74us/step - loss: 8634.8699 - mean_absolute_error: 72.3368 - val_loss: 18683.1420 - val_mean_absolute_error: 117.9090
Epoch 3923/5000
148/148 [==============================] - 0s 88us/step - loss: 8631.1242 - mean_absolute_error: 72.3044 - val_loss: 18677.2605 - val_mean_absolute_error: 117.8909
Epoch 3924/5000
148/148 [==============================] - 0s 68us/step - loss: 8628.0542 - mean_absolute_error: 72.2744 - val_loss: 18670.5942 - val_mean_absolute_error: 117.8678
Epoch 3925/5000
148/148 [==============================] - 0s 68us/step - loss: 8624.3342 - mean_absolute_error: 72.2424 - val_loss: 18662.8150 - val_mean_absolute_error: 117.8409
Epoch 3926/5000
148/148 [==============================] - 0s 81us/step - loss: 8619.7548 - mean_absolute_error: 72.2155 - val_loss: 18654.3862 - val_mean_absolute_error: 117.8104
Epoch 3927/5000
148/148 [==============================] - 0s 81us/step - loss: 8616.4317 - mean_absolute_error: 72.1891 - val_loss: 18644.9948 - val_mean_absolute_error: 117.7769
Epoch 3928/5000
148/148 [==============================] - 0s 81us/step - loss: 8612.6644 - mean_absolute_error: 72.1690 - val_loss: 18635.3129 - val_mean_absolute_error: 117.7423
Epoch 3929/5000
148/148 [==============================] - 0s 68us/step - loss: 8607.4054 - mean_absolute_error: 72.1413 - val_loss: 18625.9410 - val_mean_absolute_error: 117.7074
Epoch 3930/5000
148/148 [==============================] - 0s 81us/step - loss: 8604.2666 - mean_absolute_error: 72.1121 - val_loss: 18617.8977 - val_mean_absolute_error: 117.6739
Epoch 3931/5000
148/148 [==============================] - 0s 68us/step - loss: 8600.0943 - mean_absolute_error: 72.0871 - val_loss: 18608.7543 - val_mean_absolute_error: 117.6374
Epoch 3932/5000
148/148 [==============================] - 0s 68us/step - loss: 8596.0683 - mean_absolute_error: 72.0651 - val_loss: 18598.2742 - val_mean_absolute_error: 117.6005
Epoch 3933/5000
148/148 [==============================] - 0s 74us/step - loss: 8590.9100 - mean_absolute_error: 72.0402 - val_loss: 18589.4067 - val_mean_absolute_error: 117.5737
Epoch 3934/5000
148/148 [==============================] - 0s 68us/step - loss: 8586.7628 - mean_absolute_error: 72.0176 - val_loss: 18579.0088 - val_mean_absolute_error: 117.5438
Epoch 3935/5000
148/148 [==============================] - 0s 74us/step - loss: 8582.6677 - mean_absolute_error: 71.9970 - val_loss: 18568.8597 - val_mean_absolute_error: 117.5115
Epoch 3936/5000
148/148 [==============================] - 0s 74us/step - loss: 8577.4146 - mean_absolute_error: 71.9698 - val_loss: 18560.4345 - val_mean_absolute_error: 117.4819
Epoch 3937/5000
148/148 [==============================] - 0s 68us/step - loss: 8574.5084 - mean_absolute_error: 71.9561 - val_loss: 18550.9497 - val_mean_absolute_error: 117.4507
Epoch 3938/5000
148/148 [==============================] - 0s 68us/step - loss: 8570.8671 - mean_absolute_error: 71.9263 - val_loss: 18542.3096 - val_mean_absolute_error: 117.4193
Epoch 3939/5000
148/148 [==============================] - 0s 74us/step - loss: 8567.0213 - mean_absolute_error: 71.8832 - val_loss: 18533.3387 - val_mean_absolute_error: 117.3867
Epoch 3940/5000
148/148 [==============================] - 0s 68us/step - loss: 8562.7498 - mean_absolute_error: 71.8503 - val_loss: 18524.0099 - val_mean_absolute_error: 117.3529
Epoch 3941/5000
148/148 [==============================] - 0s 81us/step - loss: 8559.0007 - mean_absolute_error: 71.8245 - val_loss: 18514.3278 - val_mean_absolute_error: 117.3176
Epoch 3942/5000
148/148 [==============================] - 0s 68us/step - loss: 8554.7342 - mean_absolute_error: 71.8001 - val_loss: 18506.1569 - val_mean_absolute_error: 117.2872
Epoch 3943/5000
148/148 [==============================] - 0s 74us/step - loss: 8550.4718 - mean_absolute_error: 71.7727 - val_loss: 18498.7866 - val_mean_absolute_error: 117.2567
Epoch 3944/5000
148/148 [==============================] - 0s 81us/step - loss: 8546.9068 - mean_absolute_error: 71.7391 - val_loss: 18489.8588 - val_mean_absolute_error: 117.2216
Epoch 3945/5000
148/148 [==============================] - 0s 68us/step - loss: 8543.2764 - mean_absolute_error: 71.7085 - val_loss: 18482.4532 - val_mean_absolute_error: 117.1928
Epoch 3946/5000
148/148 [==============================] - 0s 74us/step - loss: 8540.5539 - mean_absolute_error: 71.6828 - val_loss: 18475.2952 - val_mean_absolute_error: 117.1653
Epoch 3947/5000
148/148 [==============================] - 0s 81us/step - loss: 8536.4956 - mean_absolute_error: 71.6530 - val_loss: 18466.9379 - val_mean_absolute_error: 117.1339
Epoch 3948/5000
148/148 [==============================] - 0s 81us/step - loss: 8532.8273 - mean_absolute_error: 71.6259 - val_loss: 18458.1495 - val_mean_absolute_error: 117.1023
Epoch 3949/5000
148/148 [==============================] - 0s 74us/step - loss: 8529.2927 - mean_absolute_error: 71.5982 - val_loss: 18449.3509 - val_mean_absolute_error: 117.0745
Epoch 3950/5000
148/148 [==============================] - 0s 74us/step - loss: 8525.1868 - mean_absolute_error: 71.5697 - val_loss: 18439.7236 - val_mean_absolute_error: 117.0433
Epoch 3951/5000
148/148 [==============================] - 0s 74us/step - loss: 8521.2491 - mean_absolute_error: 71.5463 - val_loss: 18430.6455 - val_mean_absolute_error: 117.0123
Epoch 3952/5000
148/148 [==============================] - 0s 88us/step - loss: 8517.2753 - mean_absolute_error: 71.5225 - val_loss: 18421.8504 - val_mean_absolute_error: 116.9818
Epoch 3953/5000
148/148 [==============================] - 0s 81us/step - loss: 8513.5072 - mean_absolute_error: 71.4950 - val_loss: 18413.4176 - val_mean_absolute_error: 116.9518
Epoch 3954/5000
148/148 [==============================] - 0s 81us/step - loss: 8509.3890 - mean_absolute_error: 71.4655 - val_loss: 18405.0641 - val_mean_absolute_error: 116.9209
Epoch 3955/5000
148/148 [==============================] - 0s 88us/step - loss: 8505.7157 - mean_absolute_error: 71.4417 - val_loss: 18396.6620 - val_mean_absolute_error: 116.8897
Epoch 3956/5000
148/148 [==============================] - 0s 81us/step - loss: 8501.7844 - mean_absolute_error: 71.4181 - val_loss: 18386.9432 - val_mean_absolute_error: 116.8542
Epoch 3957/5000
148/148 [==============================] - 0s 68us/step - loss: 8497.6211 - mean_absolute_error: 71.3905 - val_loss: 18377.3910 - val_mean_absolute_error: 116.8196
Epoch 3958/5000
148/148 [==============================] - 0s 88us/step - loss: 8493.8906 - mean_absolute_error: 71.3639 - val_loss: 18367.4558 - val_mean_absolute_error: 116.7867
Epoch 3959/5000
148/148 [==============================] - 0s 74us/step - loss: 8489.5019 - mean_absolute_error: 71.3363 - val_loss: 18359.1083 - val_mean_absolute_error: 116.7579
Epoch 3960/5000
148/148 [==============================] - 0s 74us/step - loss: 8485.5324 - mean_absolute_error: 71.3116 - val_loss: 18351.6776 - val_mean_absolute_error: 116.7311
Epoch 3961/5000
148/148 [==============================] - 0s 88us/step - loss: 8482.4843 - mean_absolute_error: 71.2840 - val_loss: 18345.8346 - val_mean_absolute_error: 116.7072
Epoch 3962/5000
148/148 [==============================] - 0s 74us/step - loss: 8478.7775 - mean_absolute_error: 71.2582 - val_loss: 18338.7230 - val_mean_absolute_error: 116.6790
Epoch 3963/5000
148/148 [==============================] - 0s 67us/step - loss: 8474.0472 - mean_absolute_error: 71.2281 - val_loss: 18333.0991 - val_mean_absolute_error: 116.6546
Epoch 3964/5000
148/148 [==============================] - 0s 81us/step - loss: 8472.4976 - mean_absolute_error: 71.1975 - val_loss: 18329.9338 - val_mean_absolute_error: 116.6365
Epoch 3965/5000
148/148 [==============================] - 0s 74us/step - loss: 8469.8673 - mean_absolute_error: 71.1672 - val_loss: 18327.2332 - val_mean_absolute_error: 116.6277
Epoch 3966/5000
148/148 [==============================] - 0s 88us/step - loss: 8466.9474 - mean_absolute_error: 71.1377 - val_loss: 18321.4765 - val_mean_absolute_error: 116.6069
Epoch 3967/5000
148/148 [==============================] - 0s 61us/step - loss: 8463.1686 - mean_absolute_error: 71.1133 - val_loss: 18315.9555 - val_mean_absolute_error: 116.5893
Epoch 3968/5000
148/148 [==============================] - 0s 81us/step - loss: 8459.5643 - mean_absolute_error: 71.0948 - val_loss: 18310.0324 - val_mean_absolute_error: 116.5702
Epoch 3969/5000
148/148 [==============================] - 0s 81us/step - loss: 8456.3506 - mean_absolute_error: 71.0720 - val_loss: 18303.7342 - val_mean_absolute_error: 116.5486
Epoch 3970/5000
148/148 [==============================] - 0s 74us/step - loss: 8453.0754 - mean_absolute_error: 71.0486 - val_loss: 18298.4486 - val_mean_absolute_error: 116.5310
Epoch 3971/5000
148/148 [==============================] - 0s 68us/step - loss: 8450.6364 - mean_absolute_error: 71.0281 - val_loss: 18291.5654 - val_mean_absolute_error: 116.5066
Epoch 3972/5000
148/148 [==============================] - 0s 68us/step - loss: 8447.8298 - mean_absolute_error: 71.0109 - val_loss: 18285.4969 - val_mean_absolute_error: 116.4865
Epoch 3973/5000
148/148 [==============================] - 0s 68us/step - loss: 8444.6614 - mean_absolute_error: 70.9939 - val_loss: 18278.9266 - val_mean_absolute_error: 116.4648
Epoch 3974/5000
148/148 [==============================] - 0s 81us/step - loss: 8441.6735 - mean_absolute_error: 70.9762 - val_loss: 18271.5116 - val_mean_absolute_error: 116.4389
Epoch 3975/5000
148/148 [==============================] - 0s 88us/step - loss: 8439.2227 - mean_absolute_error: 70.9553 - val_loss: 18266.1679 - val_mean_absolute_error: 116.4173
Epoch 3976/5000
148/148 [==============================] - 0s 74us/step - loss: 8434.1592 - mean_absolute_error: 70.9253 - val_loss: 18258.8448 - val_mean_absolute_error: 116.3912
Epoch 3977/5000
148/148 [==============================] - 0s 74us/step - loss: 8431.0812 - mean_absolute_error: 70.9059 - val_loss: 18251.2969 - val_mean_absolute_error: 116.3645
Epoch 3978/5000
148/148 [==============================] - 0s 88us/step - loss: 8426.4878 - mean_absolute_error: 70.9077 - val_loss: 18240.6470 - val_mean_absolute_error: 116.3292
Epoch 3979/5000
148/148 [==============================] - 0s 74us/step - loss: 8417.9898 - mean_absolute_error: 70.9217 - val_loss: 18231.7079 - val_mean_absolute_error: 116.3019
Epoch 3980/5000
148/148 [==============================] - 0s 81us/step - loss: 8412.8970 - mean_absolute_error: 70.9268 - val_loss: 18220.9834 - val_mean_absolute_error: 116.2665
Epoch 3981/5000
148/148 [==============================] - 0s 74us/step - loss: 8403.6783 - mean_absolute_error: 70.9351 - val_loss: 18207.7929 - val_mean_absolute_error: 116.2236
Epoch 3982/5000
148/148 [==============================] - 0s 81us/step - loss: 8403.1310 - mean_absolute_error: 70.9790 - val_loss: 18196.0819 - val_mean_absolute_error: 116.1836
Epoch 3983/5000
148/148 [==============================] - 0s 74us/step - loss: 8399.6619 - mean_absolute_error: 70.9973 - val_loss: 18185.6087 - val_mean_absolute_error: 116.1467
Epoch 3984/5000
148/148 [==============================] - 0s 88us/step - loss: 8394.1145 - mean_absolute_error: 70.9860 - val_loss: 18175.8761 - val_mean_absolute_error: 116.1118
Epoch 3985/5000
148/148 [==============================] - 0s 74us/step - loss: 8390.4701 - mean_absolute_error: 70.9693 - val_loss: 18166.0602 - val_mean_absolute_error: 116.0770
Epoch 3986/5000
148/148 [==============================] - 0s 74us/step - loss: 8386.3820 - mean_absolute_error: 70.9558 - val_loss: 18158.8348 - val_mean_absolute_error: 116.0545
Epoch 3987/5000
148/148 [==============================] - 0s 81us/step - loss: 8382.9630 - mean_absolute_error: 70.9396 - val_loss: 18150.5333 - val_mean_absolute_error: 116.0309
Epoch 3988/5000
148/148 [==============================] - 0s 81us/step - loss: 8378.1273 - mean_absolute_error: 70.9133 - val_loss: 18143.4659 - val_mean_absolute_error: 116.0108
Epoch 3989/5000
148/148 [==============================] - 0s 68us/step - loss: 8374.4029 - mean_absolute_error: 70.8896 - val_loss: 18134.6996 - val_mean_absolute_error: 115.9817
Epoch 3990/5000
148/148 [==============================] - 0s 74us/step - loss: 8370.3841 - mean_absolute_error: 70.8666 - val_loss: 18126.7988 - val_mean_absolute_error: 115.9543
Epoch 3991/5000
148/148 [==============================] - 0s 74us/step - loss: 8366.8659 - mean_absolute_error: 70.8497 - val_loss: 18119.2280 - val_mean_absolute_error: 115.9276
Epoch 3992/5000
148/148 [==============================] - 0s 81us/step - loss: 8362.8149 - mean_absolute_error: 70.8255 - val_loss: 18109.8611 - val_mean_absolute_error: 115.8929
Epoch 3993/5000
148/148 [==============================] - 0s 68us/step - loss: 8358.8873 - mean_absolute_error: 70.8053 - val_loss: 18100.2412 - val_mean_absolute_error: 115.8581
Epoch 3994/5000
148/148 [==============================] - 0s 81us/step - loss: 8354.9900 - mean_absolute_error: 70.7863 - val_loss: 18091.6339 - val_mean_absolute_error: 115.8260
Epoch 3995/5000
148/148 [==============================] - 0s 68us/step - loss: 8352.1991 - mean_absolute_error: 70.7750 - val_loss: 18082.2799 - val_mean_absolute_error: 115.7914
Epoch 3996/5000
148/148 [==============================] - 0s 74us/step - loss: 8349.2075 - mean_absolute_error: 70.7762 - val_loss: 18074.1926 - val_mean_absolute_error: 115.7613
Epoch 3997/5000
148/148 [==============================] - 0s 74us/step - loss: 8343.6579 - mean_absolute_error: 70.7676 - val_loss: 18066.2091 - val_mean_absolute_error: 115.7356
Epoch 3998/5000
148/148 [==============================] - 0s 61us/step - loss: 8340.0653 - mean_absolute_error: 70.7530 - val_loss: 18058.1217 - val_mean_absolute_error: 115.7101
Epoch 3999/5000
148/148 [==============================] - 0s 74us/step - loss: 8336.8137 - mean_absolute_error: 70.7385 - val_loss: 18049.5948 - val_mean_absolute_error: 115.6855
Epoch 4000/5000
148/148 [==============================] - 0s 68us/step - loss: 8334.5227 - mean_absolute_error: 70.7176 - val_loss: 18042.1012 - val_mean_absolute_error: 115.6619
Epoch 4001/5000
148/148 [==============================] - 0s 68us/step - loss: 8330.4528 - mean_absolute_error: 70.6898 - val_loss: 18034.6092 - val_mean_absolute_error: 115.6381
Epoch 4002/5000
148/148 [==============================] - 0s 74us/step - loss: 8327.0023 - mean_absolute_error: 70.6656 - val_loss: 18026.3384 - val_mean_absolute_error: 115.6086
Epoch 4003/5000
148/148 [==============================] - 0s 68us/step - loss: 8323.6133 - mean_absolute_error: 70.6338 - val_loss: 18019.3774 - val_mean_absolute_error: 115.5798
Epoch 4004/5000
148/148 [==============================] - 0s 68us/step - loss: 8318.6654 - mean_absolute_error: 70.5935 - val_loss: 18011.7573 - val_mean_absolute_error: 115.5479
Epoch 4005/5000
148/148 [==============================] - 0s 74us/step - loss: 8314.9729 - mean_absolute_error: 70.5530 - val_loss: 18003.0579 - val_mean_absolute_error: 115.5132
Epoch 4006/5000
148/148 [==============================] - 0s 68us/step - loss: 8312.7381 - mean_absolute_error: 70.5161 - val_loss: 17996.8278 - val_mean_absolute_error: 115.4872
Epoch 4007/5000
148/148 [==============================] - 0s 68us/step - loss: 8306.5591 - mean_absolute_error: 70.4682 - val_loss: 17990.1280 - val_mean_absolute_error: 115.4637
Epoch 4008/5000
148/148 [==============================] - 0s 68us/step - loss: 8304.9704 - mean_absolute_error: 70.4420 - val_loss: 17983.3692 - val_mean_absolute_error: 115.4375
Epoch 4009/5000
148/148 [==============================] - 0s 68us/step - loss: 8300.2126 - mean_absolute_error: 70.4155 - val_loss: 17976.7891 - val_mean_absolute_error: 115.4133
Epoch 4010/5000
148/148 [==============================] - 0s 74us/step - loss: 8297.0435 - mean_absolute_error: 70.3980 - val_loss: 17970.6583 - val_mean_absolute_error: 115.3920
Epoch 4011/5000
148/148 [==============================] - 0s 68us/step - loss: 8293.8365 - mean_absolute_error: 70.3771 - val_loss: 17965.4317 - val_mean_absolute_error: 115.3737
Epoch 4012/5000
148/148 [==============================] - 0s 81us/step - loss: 8290.1807 - mean_absolute_error: 70.3575 - val_loss: 17959.6091 - val_mean_absolute_error: 115.3517
Epoch 4013/5000
148/148 [==============================] - 0s 81us/step - loss: 8287.1282 - mean_absolute_error: 70.3358 - val_loss: 17955.3295 - val_mean_absolute_error: 115.3353
Epoch 4014/5000
148/148 [==============================] - 0s 81us/step - loss: 8283.5221 - mean_absolute_error: 70.3077 - val_loss: 17948.3089 - val_mean_absolute_error: 115.3083
Epoch 4015/5000
148/148 [==============================] - 0s 68us/step - loss: 8279.9213 - mean_absolute_error: 70.2727 - val_loss: 17941.0306 - val_mean_absolute_error: 115.2794
Epoch 4016/5000
148/148 [==============================] - 0s 88us/step - loss: 8277.2623 - mean_absolute_error: 70.2407 - val_loss: 17934.2872 - val_mean_absolute_error: 115.2523
Epoch 4017/5000
148/148 [==============================] - 0s 88us/step - loss: 8274.2139 - mean_absolute_error: 70.2098 - val_loss: 17927.6302 - val_mean_absolute_error: 115.2262
Epoch 4018/5000
148/148 [==============================] - 0s 67us/step - loss: 8270.5365 - mean_absolute_error: 70.1810 - val_loss: 17920.6093 - val_mean_absolute_error: 115.1989
Epoch 4019/5000
148/148 [==============================] - 0s 74us/step - loss: 8266.5996 - mean_absolute_error: 70.1583 - val_loss: 17912.4008 - val_mean_absolute_error: 115.1659
Epoch 4020/5000
148/148 [==============================] - 0s 81us/step - loss: 8263.1149 - mean_absolute_error: 70.1390 - val_loss: 17903.4100 - val_mean_absolute_error: 115.1323
Epoch 4021/5000
148/148 [==============================] - 0s 81us/step - loss: 8259.1950 - mean_absolute_error: 70.1194 - val_loss: 17894.2214 - val_mean_absolute_error: 115.1010
Epoch 4022/5000
148/148 [==============================] - 0s 74us/step - loss: 8255.4992 - mean_absolute_error: 70.0984 - val_loss: 17885.2971 - val_mean_absolute_error: 115.0696
Epoch 4023/5000
148/148 [==============================] - 0s 74us/step - loss: 8252.1633 - mean_absolute_error: 70.0801 - val_loss: 17877.8223 - val_mean_absolute_error: 115.0434
Epoch 4024/5000
148/148 [==============================] - 0s 81us/step - loss: 8248.8950 - mean_absolute_error: 70.0581 - val_loss: 17871.2872 - val_mean_absolute_error: 115.0196
Epoch 4025/5000
148/148 [==============================] - 0s 88us/step - loss: 8245.9409 - mean_absolute_error: 70.0371 - val_loss: 17864.4629 - val_mean_absolute_error: 114.9964
Epoch 4026/5000
148/148 [==============================] - 0s 74us/step - loss: 8242.9942 - mean_absolute_error: 70.0374 - val_loss: 17855.8555 - val_mean_absolute_error: 114.9660
Epoch 4027/5000
148/148 [==============================] - 0s 81us/step - loss: 8236.3952 - mean_absolute_error: 70.0437 - val_loss: 17847.6870 - val_mean_absolute_error: 114.9336
Epoch 4028/5000
148/148 [==============================] - 0s 81us/step - loss: 8233.5750 - mean_absolute_error: 70.0425 - val_loss: 17839.7518 - val_mean_absolute_error: 114.9010
Epoch 4029/5000
148/148 [==============================] - 0s 68us/step - loss: 8229.8804 - mean_absolute_error: 70.0308 - val_loss: 17831.2320 - val_mean_absolute_error: 114.8633
Epoch 4030/5000
148/148 [==============================] - 0s 68us/step - loss: 8226.0087 - mean_absolute_error: 70.0151 - val_loss: 17822.3388 - val_mean_absolute_error: 114.8299
Epoch 4031/5000
148/148 [==============================] - 0s 81us/step - loss: 8222.8405 - mean_absolute_error: 69.9970 - val_loss: 17813.9223 - val_mean_absolute_error: 114.7991
Epoch 4032/5000
148/148 [==============================] - 0s 68us/step - loss: 8218.5864 - mean_absolute_error: 69.9808 - val_loss: 17805.3988 - val_mean_absolute_error: 114.7710
Epoch 4033/5000
148/148 [==============================] - 0s 81us/step - loss: 8214.4025 - mean_absolute_error: 69.9670 - val_loss: 17796.8258 - val_mean_absolute_error: 114.7453
Epoch 4034/5000
148/148 [==============================] - 0s 74us/step - loss: 8212.1820 - mean_absolute_error: 69.9619 - val_loss: 17787.8848 - val_mean_absolute_error: 114.7162
Epoch 4035/5000
148/148 [==============================] - 0s 88us/step - loss: 8207.5846 - mean_absolute_error: 69.9468 - val_loss: 17779.7112 - val_mean_absolute_error: 114.6866
Epoch 4036/5000
148/148 [==============================] - 0s 88us/step - loss: 8203.8387 - mean_absolute_error: 69.9285 - val_loss: 17770.7357 - val_mean_absolute_error: 114.6510
Epoch 4037/5000
148/148 [==============================] - 0s 95us/step - loss: 8200.0891 - mean_absolute_error: 69.9008 - val_loss: 17761.7973 - val_mean_absolute_error: 114.6154
Epoch 4038/5000
148/148 [==============================] - 0s 74us/step - loss: 8197.1611 - mean_absolute_error: 69.8684 - val_loss: 17754.5106 - val_mean_absolute_error: 114.5857
Epoch 4039/5000
148/148 [==============================] - 0s 81us/step - loss: 8191.9112 - mean_absolute_error: 69.8315 - val_loss: 17745.0419 - val_mean_absolute_error: 114.5486
Epoch 4040/5000
148/148 [==============================] - 0s 95us/step - loss: 8188.7955 - mean_absolute_error: 69.8036 - val_loss: 17735.7844 - val_mean_absolute_error: 114.5115
Epoch 4041/5000
148/148 [==============================] - 0s 74us/step - loss: 8184.6034 - mean_absolute_error: 69.7748 - val_loss: 17726.8307 - val_mean_absolute_error: 114.4758
Epoch 4042/5000
148/148 [==============================] - 0s 74us/step - loss: 8180.8405 - mean_absolute_error: 69.7469 - val_loss: 17716.4984 - val_mean_absolute_error: 114.4367
Epoch 4043/5000
148/148 [==============================] - 0s 74us/step - loss: 8181.5651 - mean_absolute_error: 69.7885 - val_loss: 17703.1263 - val_mean_absolute_error: 114.3903
Epoch 4044/5000
148/148 [==============================] - 0s 81us/step - loss: 8174.6110 - mean_absolute_error: 69.8016 - val_loss: 17693.1478 - val_mean_absolute_error: 114.3555
Epoch 4045/5000
148/148 [==============================] - 0s 88us/step - loss: 8171.4524 - mean_absolute_error: 69.7900 - val_loss: 17683.6740 - val_mean_absolute_error: 114.3224
Epoch 4046/5000
148/148 [==============================] - 0s 74us/step - loss: 8167.3884 - mean_absolute_error: 69.7948 - val_loss: 17671.0559 - val_mean_absolute_error: 114.2814
Epoch 4047/5000
148/148 [==============================] - 0s 74us/step - loss: 8170.0885 - mean_absolute_error: 69.8670 - val_loss: 17660.1311 - val_mean_absolute_error: 114.2438
Epoch 4048/5000
148/148 [==============================] - 0s 74us/step - loss: 8165.6154 - mean_absolute_error: 69.9133 - val_loss: 17650.4066 - val_mean_absolute_error: 114.2061
Epoch 4049/5000
148/148 [==============================] - 0s 81us/step - loss: 8162.2806 - mean_absolute_error: 69.9257 - val_loss: 17642.1478 - val_mean_absolute_error: 114.1726
Epoch 4050/5000
148/148 [==============================] - 0s 88us/step - loss: 8158.6090 - mean_absolute_error: 69.9215 - val_loss: 17634.7011 - val_mean_absolute_error: 114.1427
Epoch 4051/5000
148/148 [==============================] - 0s 81us/step - loss: 8155.7901 - mean_absolute_error: 69.9077 - val_loss: 17628.7192 - val_mean_absolute_error: 114.1190
Epoch 4052/5000
148/148 [==============================] - 0s 81us/step - loss: 8152.2693 - mean_absolute_error: 69.8858 - val_loss: 17622.5273 - val_mean_absolute_error: 114.0964
Epoch 4053/5000
148/148 [==============================] - 0s 74us/step - loss: 8149.3650 - mean_absolute_error: 69.8669 - val_loss: 17617.4442 - val_mean_absolute_error: 114.0766
Epoch 4054/5000
148/148 [==============================] - 0s 68us/step - loss: 8145.8369 - mean_absolute_error: 69.8597 - val_loss: 17611.2370 - val_mean_absolute_error: 114.0525
Epoch 4055/5000
148/148 [==============================] - 0s 81us/step - loss: 8145.9177 - mean_absolute_error: 69.8713 - val_loss: 17604.0430 - val_mean_absolute_error: 114.0250
Epoch 4056/5000
148/148 [==============================] - 0s 81us/step - loss: 8143.7803 - mean_absolute_error: 69.8698 - val_loss: 17597.8751 - val_mean_absolute_error: 113.9984
Epoch 4057/5000
148/148 [==============================] - 0s 81us/step - loss: 8138.5827 - mean_absolute_error: 69.8350 - val_loss: 17590.3450 - val_mean_absolute_error: 113.9649
Epoch 4058/5000
148/148 [==============================] - 0s 68us/step - loss: 8134.3304 - mean_absolute_error: 69.8017 - val_loss: 17583.3263 - val_mean_absolute_error: 113.9355
Epoch 4059/5000
148/148 [==============================] - 0s 68us/step - loss: 8131.2902 - mean_absolute_error: 69.7683 - val_loss: 17576.9075 - val_mean_absolute_error: 113.9094
Epoch 4060/5000
148/148 [==============================] - 0s 81us/step - loss: 8127.3508 - mean_absolute_error: 69.7351 - val_loss: 17572.2981 - val_mean_absolute_error: 113.8909
Epoch 4061/5000
148/148 [==============================] - 0s 81us/step - loss: 8126.2619 - mean_absolute_error: 69.7116 - val_loss: 17567.8392 - val_mean_absolute_error: 113.8688
Epoch 4062/5000
148/148 [==============================] - 0s 88us/step - loss: 8120.7238 - mean_absolute_error: 69.6720 - val_loss: 17562.9505 - val_mean_absolute_error: 113.8458
Epoch 4063/5000
148/148 [==============================] - 0s 74us/step - loss: 8117.9233 - mean_absolute_error: 69.6402 - val_loss: 17556.8807 - val_mean_absolute_error: 113.8190
Epoch 4064/5000
148/148 [==============================] - 0s 81us/step - loss: 8115.1306 - mean_absolute_error: 69.6056 - val_loss: 17550.5215 - val_mean_absolute_error: 113.7928
Epoch 4065/5000
148/148 [==============================] - 0s 81us/step - loss: 8109.5834 - mean_absolute_error: 69.5665 - val_loss: 17545.0934 - val_mean_absolute_error: 113.7722
Epoch 4066/5000
148/148 [==============================] - 0s 81us/step - loss: 8106.7998 - mean_absolute_error: 69.5375 - val_loss: 17540.8135 - val_mean_absolute_error: 113.7553
Epoch 4067/5000
148/148 [==============================] - 0s 74us/step - loss: 8105.0651 - mean_absolute_error: 69.5099 - val_loss: 17533.9577 - val_mean_absolute_error: 113.7310
Epoch 4068/5000
148/148 [==============================] - 0s 81us/step - loss: 8105.1884 - mean_absolute_error: 69.5521 - val_loss: 17522.6555 - val_mean_absolute_error: 113.6934
Epoch 4069/5000
148/148 [==============================] - 0s 74us/step - loss: 8103.0778 - mean_absolute_error: 69.5877 - val_loss: 17513.7007 - val_mean_absolute_error: 113.6603
Epoch 4070/5000
148/148 [==============================] - 0s 68us/step - loss: 8099.3850 - mean_absolute_error: 69.5932 - val_loss: 17506.9240 - val_mean_absolute_error: 113.6398
Epoch 4071/5000
148/148 [==============================] - 0s 74us/step - loss: 8097.0553 - mean_absolute_error: 69.5896 - val_loss: 17499.3855 - val_mean_absolute_error: 113.6182
Epoch 4072/5000
148/148 [==============================] - 0s 74us/step - loss: 8094.0292 - mean_absolute_error: 69.5665 - val_loss: 17492.9033 - val_mean_absolute_error: 113.5958
Epoch 4073/5000
148/148 [==============================] - 0s 74us/step - loss: 8089.7567 - mean_absolute_error: 69.5297 - val_loss: 17487.4868 - val_mean_absolute_error: 113.5770
Epoch 4074/5000
148/148 [==============================] - 0s 74us/step - loss: 8087.2181 - mean_absolute_error: 69.4897 - val_loss: 17482.1551 - val_mean_absolute_error: 113.5546
Epoch 4075/5000
148/148 [==============================] - 0s 74us/step - loss: 8082.1368 - mean_absolute_error: 69.4500 - val_loss: 17475.9512 - val_mean_absolute_error: 113.5289
Epoch 4076/5000
148/148 [==============================] - 0s 81us/step - loss: 8079.7928 - mean_absolute_error: 69.4253 - val_loss: 17470.2839 - val_mean_absolute_error: 113.5071
Epoch 4077/5000
148/148 [==============================] - 0s 88us/step - loss: 8077.4714 - mean_absolute_error: 69.4208 - val_loss: 17463.9321 - val_mean_absolute_error: 113.4840
Epoch 4078/5000
148/148 [==============================] - 0s 95us/step - loss: 8074.4932 - mean_absolute_error: 69.4186 - val_loss: 17457.3208 - val_mean_absolute_error: 113.4552
Epoch 4079/5000
148/148 [==============================] - 0s 88us/step - loss: 8072.5291 - mean_absolute_error: 69.4068 - val_loss: 17451.2877 - val_mean_absolute_error: 113.4316
Epoch 4080/5000
148/148 [==============================] - 0s 68us/step - loss: 8070.5064 - mean_absolute_error: 69.3985 - val_loss: 17445.7575 - val_mean_absolute_error: 113.4111
Epoch 4081/5000
148/148 [==============================] - 0s 88us/step - loss: 8067.7617 - mean_absolute_error: 69.3873 - val_loss: 17438.2786 - val_mean_absolute_error: 113.3826
Epoch 4082/5000
148/148 [==============================] - 0s 81us/step - loss: 8063.9473 - mean_absolute_error: 69.3642 - val_loss: 17429.2248 - val_mean_absolute_error: 113.3494
Epoch 4083/5000
148/148 [==============================] - 0s 74us/step - loss: 8061.3624 - mean_absolute_error: 69.3527 - val_loss: 17420.8052 - val_mean_absolute_error: 113.3245
Epoch 4084/5000
148/148 [==============================] - 0s 74us/step - loss: 8058.4121 - mean_absolute_error: 69.3335 - val_loss: 17414.7894 - val_mean_absolute_error: 113.3036
Epoch 4085/5000
148/148 [==============================] - 0s 81us/step - loss: 8055.4544 - mean_absolute_error: 69.3080 - val_loss: 17410.0276 - val_mean_absolute_error: 113.2845
Epoch 4086/5000
148/148 [==============================] - 0s 74us/step - loss: 8051.4483 - mean_absolute_error: 69.2768 - val_loss: 17404.9774 - val_mean_absolute_error: 113.2629
Epoch 4087/5000
148/148 [==============================] - 0s 81us/step - loss: 8048.5532 - mean_absolute_error: 69.2461 - val_loss: 17399.3398 - val_mean_absolute_error: 113.2429
Epoch 4088/5000
148/148 [==============================] - 0s 74us/step - loss: 8044.4207 - mean_absolute_error: 69.2123 - val_loss: 17391.4759 - val_mean_absolute_error: 113.2130
Epoch 4089/5000
148/148 [==============================] - 0s 101us/step - loss: 8040.2260 - mean_absolute_error: 69.1776 - val_loss: 17384.1412 - val_mean_absolute_error: 113.1859
Epoch 4090/5000
148/148 [==============================] - 0s 101us/step - loss: 8036.0141 - mean_absolute_error: 69.1465 - val_loss: 17376.5804 - val_mean_absolute_error: 113.1586
Epoch 4091/5000
148/148 [==============================] - 0s 95us/step - loss: 8034.0734 - mean_absolute_error: 69.1188 - val_loss: 17369.7508 - val_mean_absolute_error: 113.1345
Epoch 4092/5000
148/148 [==============================] - 0s 81us/step - loss: 8028.8557 - mean_absolute_error: 69.0792 - val_loss: 17361.5644 - val_mean_absolute_error: 113.1083
Epoch 4093/5000
148/148 [==============================] - 0s 68us/step - loss: 8024.9003 - mean_absolute_error: 69.0479 - val_loss: 17353.2637 - val_mean_absolute_error: 113.0784
Epoch 4094/5000
148/148 [==============================] - 0s 95us/step - loss: 8021.5193 - mean_absolute_error: 69.0224 - val_loss: 17346.5085 - val_mean_absolute_error: 113.0537
Epoch 4095/5000
148/148 [==============================] - 0s 68us/step - loss: 8019.2672 - mean_absolute_error: 68.9997 - val_loss: 17340.6636 - val_mean_absolute_error: 113.0314
Epoch 4096/5000
148/148 [==============================] - 0s 74us/step - loss: 8015.9120 - mean_absolute_error: 68.9782 - val_loss: 17333.1204 - val_mean_absolute_error: 113.0034
Epoch 4097/5000
148/148 [==============================] - 0s 74us/step - loss: 8012.8570 - mean_absolute_error: 68.9553 - val_loss: 17326.0073 - val_mean_absolute_error: 112.9781
Epoch 4098/5000
148/148 [==============================] - 0s 88us/step - loss: 8009.1731 - mean_absolute_error: 68.9267 - val_loss: 17318.8766 - val_mean_absolute_error: 112.9517
Epoch 4099/5000
148/148 [==============================] - 0s 81us/step - loss: 8006.3586 - mean_absolute_error: 68.9052 - val_loss: 17312.2028 - val_mean_absolute_error: 112.9258
Epoch 4100/5000
148/148 [==============================] - 0s 88us/step - loss: 8003.1674 - mean_absolute_error: 68.8822 - val_loss: 17306.1029 - val_mean_absolute_error: 112.9012
Epoch 4101/5000
148/148 [==============================] - 0s 74us/step - loss: 8000.4470 - mean_absolute_error: 68.8599 - val_loss: 17299.5363 - val_mean_absolute_error: 112.8802
Epoch 4102/5000
148/148 [==============================] - 0s 68us/step - loss: 7997.4167 - mean_absolute_error: 68.8286 - val_loss: 17292.6766 - val_mean_absolute_error: 112.8574
Epoch 4103/5000
148/148 [==============================] - 0s 74us/step - loss: 7991.9859 - mean_absolute_error: 68.7857 - val_loss: 17285.8557 - val_mean_absolute_error: 112.8369
Epoch 4104/5000
148/148 [==============================] - 0s 81us/step - loss: 7989.9504 - mean_absolute_error: 68.7536 - val_loss: 17278.8175 - val_mean_absolute_error: 112.8137
Epoch 4105/5000
148/148 [==============================] - 0s 74us/step - loss: 7986.2004 - mean_absolute_error: 68.7152 - val_loss: 17271.6314 - val_mean_absolute_error: 112.7924
Epoch 4106/5000
148/148 [==============================] - 0s 68us/step - loss: 7983.1138 - mean_absolute_error: 68.6900 - val_loss: 17263.7843 - val_mean_absolute_error: 112.7647
Epoch 4107/5000
148/148 [==============================] - 0s 68us/step - loss: 7979.3590 - mean_absolute_error: 68.6609 - val_loss: 17254.7758 - val_mean_absolute_error: 112.7315
Epoch 4108/5000
148/148 [==============================] - 0s 74us/step - loss: 7975.7067 - mean_absolute_error: 68.6291 - val_loss: 17244.9736 - val_mean_absolute_error: 112.6933
Epoch 4109/5000
148/148 [==============================] - 0s 74us/step - loss: 7972.3708 - mean_absolute_error: 68.6030 - val_loss: 17236.8118 - val_mean_absolute_error: 112.6622
Epoch 4110/5000
148/148 [==============================] - 0s 74us/step - loss: 7968.1133 - mean_absolute_error: 68.5728 - val_loss: 17228.7108 - val_mean_absolute_error: 112.6310
Epoch 4111/5000
148/148 [==============================] - 0s 68us/step - loss: 7964.8953 - mean_absolute_error: 68.5512 - val_loss: 17220.1479 - val_mean_absolute_error: 112.5986
Epoch 4112/5000
148/148 [==============================] - 0s 74us/step - loss: 7961.7503 - mean_absolute_error: 68.5322 - val_loss: 17211.1460 - val_mean_absolute_error: 112.5676
Epoch 4113/5000
148/148 [==============================] - 0s 74us/step - loss: 7957.9243 - mean_absolute_error: 68.5061 - val_loss: 17201.5559 - val_mean_absolute_error: 112.5312
Epoch 4114/5000
148/148 [==============================] - 0s 68us/step - loss: 7954.3687 - mean_absolute_error: 68.4819 - val_loss: 17193.6888 - val_mean_absolute_error: 112.4995
Epoch 4115/5000
148/148 [==============================] - 0s 74us/step - loss: 7950.9947 - mean_absolute_error: 68.4514 - val_loss: 17187.3545 - val_mean_absolute_error: 112.4741
Epoch 4116/5000
148/148 [==============================] - 0s 68us/step - loss: 7947.5903 - mean_absolute_error: 68.4210 - val_loss: 17180.1318 - val_mean_absolute_error: 112.4448
Epoch 4117/5000
148/148 [==============================] - 0s 68us/step - loss: 7945.0706 - mean_absolute_error: 68.3949 - val_loss: 17172.6183 - val_mean_absolute_error: 112.4147
Epoch 4118/5000
148/148 [==============================] - 0s 68us/step - loss: 7942.5360 - mean_absolute_error: 68.3576 - val_loss: 17166.1643 - val_mean_absolute_error: 112.3854
Epoch 4119/5000
148/148 [==============================] - 0s 74us/step - loss: 7938.5909 - mean_absolute_error: 68.3205 - val_loss: 17157.9483 - val_mean_absolute_error: 112.3506
Epoch 4120/5000
148/148 [==============================] - 0s 68us/step - loss: 7935.0763 - mean_absolute_error: 68.2900 - val_loss: 17151.5766 - val_mean_absolute_error: 112.3244
Epoch 4121/5000
148/148 [==============================] - 0s 74us/step - loss: 7932.2687 - mean_absolute_error: 68.2634 - val_loss: 17148.2429 - val_mean_absolute_error: 112.3103
Epoch 4122/5000
148/148 [==============================] - 0s 74us/step - loss: 7931.2768 - mean_absolute_error: 68.2322 - val_loss: 17144.2187 - val_mean_absolute_error: 112.2951
Epoch 4123/5000
148/148 [==============================] - 0s 68us/step - loss: 7927.5595 - mean_absolute_error: 68.1982 - val_loss: 17138.3986 - val_mean_absolute_error: 112.2742
Epoch 4124/5000
148/148 [==============================] - 0s 68us/step - loss: 7924.5005 - mean_absolute_error: 68.1738 - val_loss: 17133.0330 - val_mean_absolute_error: 112.2528
Epoch 4125/5000
148/148 [==============================] - 0s 74us/step - loss: 7921.5650 - mean_absolute_error: 68.1483 - val_loss: 17126.7746 - val_mean_absolute_error: 112.2296
Epoch 4126/5000
148/148 [==============================] - 0s 61us/step - loss: 7919.1067 - mean_absolute_error: 68.1200 - val_loss: 17121.5832 - val_mean_absolute_error: 112.2124
Epoch 4127/5000
148/148 [==============================] - 0s 61us/step - loss: 7916.9539 - mean_absolute_error: 68.0988 - val_loss: 17115.9098 - val_mean_absolute_error: 112.1918
Epoch 4128/5000
148/148 [==============================] - 0s 68us/step - loss: 7914.0599 - mean_absolute_error: 68.0687 - val_loss: 17107.8028 - val_mean_absolute_error: 112.1604
Epoch 4129/5000
148/148 [==============================] - 0s 74us/step - loss: 7911.6038 - mean_absolute_error: 68.0423 - val_loss: 17099.7414 - val_mean_absolute_error: 112.1304
Epoch 4130/5000
148/148 [==============================] - 0s 74us/step - loss: 7911.3820 - mean_absolute_error: 68.0651 - val_loss: 17088.0596 - val_mean_absolute_error: 112.0897
Epoch 4131/5000
148/148 [==============================] - 0s 74us/step - loss: 7906.9244 - mean_absolute_error: 68.1043 - val_loss: 17076.6882 - val_mean_absolute_error: 112.0479
Epoch 4132/5000
148/148 [==============================] - 0s 68us/step - loss: 7899.8513 - mean_absolute_error: 68.0958 - val_loss: 17066.7893 - val_mean_absolute_error: 112.0085
Epoch 4133/5000
148/148 [==============================] - 0s 68us/step - loss: 7899.2976 - mean_absolute_error: 68.1014 - val_loss: 17058.5946 - val_mean_absolute_error: 111.9765
Epoch 4134/5000
148/148 [==============================] - 0s 81us/step - loss: 7895.6917 - mean_absolute_error: 68.0941 - val_loss: 17050.9294 - val_mean_absolute_error: 111.9462
Epoch 4135/5000
148/148 [==============================] - 0s 101us/step - loss: 7892.8700 - mean_absolute_error: 68.0733 - val_loss: 17043.8952 - val_mean_absolute_error: 111.9160
Epoch 4136/5000
148/148 [==============================] - 0s 68us/step - loss: 7888.5317 - mean_absolute_error: 68.0439 - val_loss: 17034.3464 - val_mean_absolute_error: 111.8763
Epoch 4137/5000
148/148 [==============================] - 0s 74us/step - loss: 7885.0678 - mean_absolute_error: 68.0211 - val_loss: 17025.6452 - val_mean_absolute_error: 111.8385
Epoch 4138/5000
148/148 [==============================] - 0s 81us/step - loss: 7881.6305 - mean_absolute_error: 67.9986 - val_loss: 17017.4673 - val_mean_absolute_error: 111.8039
Epoch 4139/5000
148/148 [==============================] - 0s 81us/step - loss: 7878.6531 - mean_absolute_error: 67.9774 - val_loss: 17010.4249 - val_mean_absolute_error: 111.7741
Epoch 4140/5000
148/148 [==============================] - 0s 81us/step - loss: 7875.3947 - mean_absolute_error: 67.9534 - val_loss: 17005.3162 - val_mean_absolute_error: 111.7515
Epoch 4141/5000
148/148 [==============================] - 0s 88us/step - loss: 7873.4801 - mean_absolute_error: 67.9249 - val_loss: 17001.5656 - val_mean_absolute_error: 111.7331
Epoch 4142/5000
148/148 [==============================] - 0s 68us/step - loss: 7870.9255 - mean_absolute_error: 67.8896 - val_loss: 16996.5543 - val_mean_absolute_error: 111.7109
Epoch 4143/5000
148/148 [==============================] - 0s 88us/step - loss: 7867.7551 - mean_absolute_error: 67.8583 - val_loss: 16991.4673 - val_mean_absolute_error: 111.6901
Epoch 4144/5000
148/148 [==============================] - 0s 81us/step - loss: 7865.2223 - mean_absolute_error: 67.8314 - val_loss: 16985.5733 - val_mean_absolute_error: 111.6644
Epoch 4145/5000
148/148 [==============================] - 0s 74us/step - loss: 7862.2247 - mean_absolute_error: 67.8051 - val_loss: 16978.7070 - val_mean_absolute_error: 111.6364
Epoch 4146/5000
148/148 [==============================] - 0s 81us/step - loss: 7859.5683 - mean_absolute_error: 67.7819 - val_loss: 16972.6654 - val_mean_absolute_error: 111.6122
Epoch 4147/5000
148/148 [==============================] - 0s 88us/step - loss: 7857.4778 - mean_absolute_error: 67.7537 - val_loss: 16966.4896 - val_mean_absolute_error: 111.5873
Epoch 4148/5000
148/148 [==============================] - 0s 74us/step - loss: 7854.5730 - mean_absolute_error: 67.7324 - val_loss: 16960.3353 - val_mean_absolute_error: 111.5632
Epoch 4149/5000
148/148 [==============================] - 0s 74us/step - loss: 7851.7186 - mean_absolute_error: 67.7127 - val_loss: 16954.5682 - val_mean_absolute_error: 111.5398
Epoch 4150/5000
148/148 [==============================] - 0s 74us/step - loss: 7850.1819 - mean_absolute_error: 67.6937 - val_loss: 16946.7621 - val_mean_absolute_error: 111.5098
Epoch 4151/5000
148/148 [==============================] - 0s 81us/step - loss: 7849.5382 - mean_absolute_error: 67.7161 - val_loss: 16936.8122 - val_mean_absolute_error: 111.4804
Epoch 4152/5000
148/148 [==============================] - 0s 74us/step - loss: 7842.9312 - mean_absolute_error: 67.7458 - val_loss: 16929.7695 - val_mean_absolute_error: 111.4592
Epoch 4153/5000
148/148 [==============================] - 0s 74us/step - loss: 7840.4445 - mean_absolute_error: 67.7587 - val_loss: 16924.0705 - val_mean_absolute_error: 111.4430
Epoch 4154/5000
148/148 [==============================] - 0s 74us/step - loss: 7838.9098 - mean_absolute_error: 67.7555 - val_loss: 16917.7730 - val_mean_absolute_error: 111.4262
Epoch 4155/5000
148/148 [==============================] - 0s 81us/step - loss: 7836.8091 - mean_absolute_error: 67.7436 - val_loss: 16913.8126 - val_mean_absolute_error: 111.4158
Epoch 4156/5000
148/148 [==============================] - 0s 81us/step - loss: 7834.7408 - mean_absolute_error: 67.7315 - val_loss: 16909.0173 - val_mean_absolute_error: 111.3989
Epoch 4157/5000
148/148 [==============================] - 0s 74us/step - loss: 7831.9745 - mean_absolute_error: 67.7111 - val_loss: 16903.3302 - val_mean_absolute_error: 111.3773
Epoch 4158/5000
148/148 [==============================] - 0s 74us/step - loss: 7829.4050 - mean_absolute_error: 67.6928 - val_loss: 16897.1331 - val_mean_absolute_error: 111.3526
Epoch 4159/5000
148/148 [==============================] - 0s 68us/step - loss: 7826.1119 - mean_absolute_error: 67.6701 - val_loss: 16890.5716 - val_mean_absolute_error: 111.3267
Epoch 4160/5000
148/148 [==============================] - 0s 88us/step - loss: 7823.1656 - mean_absolute_error: 67.6491 - val_loss: 16885.0995 - val_mean_absolute_error: 111.3041
Epoch 4161/5000
148/148 [==============================] - 0s 74us/step - loss: 7821.1202 - mean_absolute_error: 67.6328 - val_loss: 16878.3583 - val_mean_absolute_error: 111.2767
Epoch 4162/5000
148/148 [==============================] - 0s 74us/step - loss: 7817.8662 - mean_absolute_error: 67.6057 - val_loss: 16872.6952 - val_mean_absolute_error: 111.2533
Epoch 4163/5000
148/148 [==============================] - 0s 68us/step - loss: 7815.1504 - mean_absolute_error: 67.5807 - val_loss: 16865.7592 - val_mean_absolute_error: 111.2244
Epoch 4164/5000
148/148 [==============================] - 0s 74us/step - loss: 7812.6937 - mean_absolute_error: 67.5527 - val_loss: 16860.0616 - val_mean_absolute_error: 111.2000
Epoch 4165/5000
148/148 [==============================] - 0s 68us/step - loss: 7809.9633 - mean_absolute_error: 67.5273 - val_loss: 16854.4341 - val_mean_absolute_error: 111.1760
Epoch 4166/5000
148/148 [==============================] - 0s 61us/step - loss: 7807.1971 - mean_absolute_error: 67.4963 - val_loss: 16849.2772 - val_mean_absolute_error: 111.1518
Epoch 4167/5000
148/148 [==============================] - 0s 68us/step - loss: 7803.8471 - mean_absolute_error: 67.4631 - val_loss: 16843.4477 - val_mean_absolute_error: 111.1294
Epoch 4168/5000
148/148 [==============================] - 0s 74us/step - loss: 7802.6420 - mean_absolute_error: 67.4374 - val_loss: 16838.9373 - val_mean_absolute_error: 111.1181
Epoch 4169/5000
148/148 [==============================] - 0s 68us/step - loss: 7799.0867 - mean_absolute_error: 67.4111 - val_loss: 16834.5686 - val_mean_absolute_error: 111.1029
Epoch 4170/5000
148/148 [==============================] - 0s 68us/step - loss: 7796.8318 - mean_absolute_error: 67.3920 - val_loss: 16828.8564 - val_mean_absolute_error: 111.0802
Epoch 4171/5000
148/148 [==============================] - 0s 74us/step - loss: 7794.2668 - mean_absolute_error: 67.3785 - val_loss: 16822.4293 - val_mean_absolute_error: 111.0544
Epoch 4172/5000
148/148 [==============================] - 0s 68us/step - loss: 7791.8360 - mean_absolute_error: 67.3616 - val_loss: 16817.5486 - val_mean_absolute_error: 111.0347
Epoch 4173/5000
148/148 [==============================] - 0s 74us/step - loss: 7791.0230 - mean_absolute_error: 67.3343 - val_loss: 16813.6322 - val_mean_absolute_error: 111.0187
Epoch 4174/5000
148/148 [==============================] - 0s 74us/step - loss: 7789.2927 - mean_absolute_error: 67.2974 - val_loss: 16808.1464 - val_mean_absolute_error: 110.9964
Epoch 4175/5000
148/148 [==============================] - 0s 88us/step - loss: 7785.4242 - mean_absolute_error: 67.2605 - val_loss: 16801.2856 - val_mean_absolute_error: 110.9686
Epoch 4176/5000
148/148 [==============================] - 0s 68us/step - loss: 7783.0617 - mean_absolute_error: 67.2376 - val_loss: 16796.1582 - val_mean_absolute_error: 110.9485
Epoch 4177/5000
148/148 [==============================] - 0s 81us/step - loss: 7781.2081 - mean_absolute_error: 67.2230 - val_loss: 16790.6061 - val_mean_absolute_error: 110.9289
Epoch 4178/5000
148/148 [==============================] - 0s 74us/step - loss: 7778.6968 - mean_absolute_error: 67.2055 - val_loss: 16785.6232 - val_mean_absolute_error: 110.9105
Epoch 4179/5000
148/148 [==============================] - 0s 81us/step - loss: 7776.6740 - mean_absolute_error: 67.1939 - val_loss: 16780.0116 - val_mean_absolute_error: 110.8900
Epoch 4180/5000
148/148 [==============================] - 0s 68us/step - loss: 7774.1167 - mean_absolute_error: 67.1793 - val_loss: 16774.0817 - val_mean_absolute_error: 110.8682
Epoch 4181/5000
148/148 [==============================] - 0s 81us/step - loss: 7771.9315 - mean_absolute_error: 67.1747 - val_loss: 16767.1093 - val_mean_absolute_error: 110.8422
Epoch 4182/5000
148/148 [==============================] - 0s 81us/step - loss: 7768.9674 - mean_absolute_error: 67.1696 - val_loss: 16761.4049 - val_mean_absolute_error: 110.8204
Epoch 4183/5000
148/148 [==============================] - 0s 61us/step - loss: 7767.3845 - mean_absolute_error: 67.1545 - val_loss: 16755.9323 - val_mean_absolute_error: 110.7994
Epoch 4184/5000
148/148 [==============================] - 0s 67us/step - loss: 7762.4687 - mean_absolute_error: 67.1528 - val_loss: 16749.6159 - val_mean_absolute_error: 110.7736
Epoch 4185/5000
148/148 [==============================] - 0s 68us/step - loss: 7762.0512 - mean_absolute_error: 67.1724 - val_loss: 16742.8768 - val_mean_absolute_error: 110.7468
Epoch 4186/5000
148/148 [==============================] - 0s 68us/step - loss: 7758.5405 - mean_absolute_error: 67.1697 - val_loss: 16736.2675 - val_mean_absolute_error: 110.7200
Epoch 4187/5000
148/148 [==============================] - 0s 81us/step - loss: 7756.0564 - mean_absolute_error: 67.1648 - val_loss: 16729.9822 - val_mean_absolute_error: 110.6951
Epoch 4188/5000
148/148 [==============================] - 0s 68us/step - loss: 7753.6592 - mean_absolute_error: 67.1489 - val_loss: 16723.6400 - val_mean_absolute_error: 110.6706
Epoch 4189/5000
148/148 [==============================] - 0s 81us/step - loss: 7752.0603 - mean_absolute_error: 67.1273 - val_loss: 16720.1489 - val_mean_absolute_error: 110.6568
Epoch 4190/5000
148/148 [==============================] - 0s 61us/step - loss: 7748.8977 - mean_absolute_error: 67.1034 - val_loss: 16715.2594 - val_mean_absolute_error: 110.6383
Epoch 4191/5000
148/148 [==============================] - 0s 68us/step - loss: 7746.7298 - mean_absolute_error: 67.0824 - val_loss: 16710.2098 - val_mean_absolute_error: 110.6170
Epoch 4192/5000
148/148 [==============================] - 0s 74us/step - loss: 7744.4619 - mean_absolute_error: 67.0519 - val_loss: 16703.9412 - val_mean_absolute_error: 110.5909
Epoch 4193/5000
148/148 [==============================] - 0s 68us/step - loss: 7741.7281 - mean_absolute_error: 67.0266 - val_loss: 16697.8561 - val_mean_absolute_error: 110.5635
Epoch 4194/5000
148/148 [==============================] - 0s 68us/step - loss: 7738.8511 - mean_absolute_error: 67.0031 - val_loss: 16692.3136 - val_mean_absolute_error: 110.5380
Epoch 4195/5000
148/148 [==============================] - 0s 81us/step - loss: 7736.9050 - mean_absolute_error: 66.9767 - val_loss: 16687.6955 - val_mean_absolute_error: 110.5206
Epoch 4196/5000
148/148 [==============================] - 0s 95us/step - loss: 7734.7080 - mean_absolute_error: 66.9491 - val_loss: 16683.4466 - val_mean_absolute_error: 110.5024
Epoch 4197/5000
148/148 [==============================] - 0s 81us/step - loss: 7732.4890 - mean_absolute_error: 66.9240 - val_loss: 16679.1460 - val_mean_absolute_error: 110.4842
Epoch 4198/5000
148/148 [==============================] - 0s 74us/step - loss: 7730.7163 - mean_absolute_error: 66.9068 - val_loss: 16674.3221 - val_mean_absolute_error: 110.4646
Epoch 4199/5000
148/148 [==============================] - 0s 74us/step - loss: 7727.9801 - mean_absolute_error: 66.8858 - val_loss: 16667.7817 - val_mean_absolute_error: 110.4382
Epoch 4200/5000
148/148 [==============================] - 0s 74us/step - loss: 7725.5476 - mean_absolute_error: 66.8672 - val_loss: 16660.9575 - val_mean_absolute_error: 110.4105
Epoch 4201/5000
148/148 [==============================] - 0s 74us/step - loss: 7723.0216 - mean_absolute_error: 66.8447 - val_loss: 16654.5255 - val_mean_absolute_error: 110.3843
Epoch 4202/5000
148/148 [==============================] - 0s 68us/step - loss: 7720.1641 - mean_absolute_error: 66.8185 - val_loss: 16648.5448 - val_mean_absolute_error: 110.3604
Epoch 4203/5000
148/148 [==============================] - 0s 81us/step - loss: 7717.4853 - mean_absolute_error: 66.7942 - val_loss: 16642.3743 - val_mean_absolute_error: 110.3338
Epoch 4204/5000
148/148 [==============================] - 0s 74us/step - loss: 7715.9710 - mean_absolute_error: 66.7635 - val_loss: 16635.6030 - val_mean_absolute_error: 110.3054
Epoch 4205/5000
148/148 [==============================] - 0s 81us/step - loss: 7713.3598 - mean_absolute_error: 66.7421 - val_loss: 16629.9612 - val_mean_absolute_error: 110.2810
Epoch 4206/5000
148/148 [==============================] - 0s 68us/step - loss: 7710.9156 - mean_absolute_error: 66.7244 - val_loss: 16622.1934 - val_mean_absolute_error: 110.2490
Epoch 4207/5000
148/148 [==============================] - 0s 81us/step - loss: 7707.9502 - mean_absolute_error: 66.7054 - val_loss: 16615.6255 - val_mean_absolute_error: 110.2217
Epoch 4208/5000
148/148 [==============================] - 0s 68us/step - loss: 7705.5950 - mean_absolute_error: 66.6913 - val_loss: 16608.8859 - val_mean_absolute_error: 110.1941
Epoch 4209/5000
148/148 [==============================] - 0s 81us/step - loss: 7702.9346 - mean_absolute_error: 66.6781 - val_loss: 16603.9362 - val_mean_absolute_error: 110.1732
Epoch 4210/5000
148/148 [==============================] - 0s 74us/step - loss: 7700.8926 - mean_absolute_error: 66.6693 - val_loss: 16599.0773 - val_mean_absolute_error: 110.1539
Epoch 4211/5000
148/148 [==============================] - 0s 68us/step - loss: 7698.7400 - mean_absolute_error: 66.6573 - val_loss: 16594.7455 - val_mean_absolute_error: 110.1362
Epoch 4212/5000
148/148 [==============================] - 0s 74us/step - loss: 7696.7425 - mean_absolute_error: 66.6413 - val_loss: 16590.0176 - val_mean_absolute_error: 110.1164
Epoch 4213/5000
148/148 [==============================] - 0s 61us/step - loss: 7694.4261 - mean_absolute_error: 66.6222 - val_loss: 16583.0826 - val_mean_absolute_error: 110.0914
Epoch 4214/5000
148/148 [==============================] - 0s 81us/step - loss: 7693.1073 - mean_absolute_error: 66.6041 - val_loss: 16575.2798 - val_mean_absolute_error: 110.0626
Epoch 4215/5000
148/148 [==============================] - 0s 68us/step - loss: 7690.2535 - mean_absolute_error: 66.5865 - val_loss: 16567.8425 - val_mean_absolute_error: 110.0382
Epoch 4216/5000
148/148 [==============================] - 0s 81us/step - loss: 7688.3517 - mean_absolute_error: 66.5702 - val_loss: 16561.3121 - val_mean_absolute_error: 110.0145
Epoch 4217/5000
148/148 [==============================] - 0s 74us/step - loss: 7685.9061 - mean_absolute_error: 66.5507 - val_loss: 16555.0736 - val_mean_absolute_error: 109.9920
Epoch 4218/5000
148/148 [==============================] - 0s 81us/step - loss: 7684.0388 - mean_absolute_error: 66.5404 - val_loss: 16549.9017 - val_mean_absolute_error: 109.9737
Epoch 4219/5000
148/148 [==============================] - 0s 74us/step - loss: 7681.4501 - mean_absolute_error: 66.5254 - val_loss: 16543.2920 - val_mean_absolute_error: 109.9534
Epoch 4220/5000
148/148 [==============================] - 0s 68us/step - loss: 7678.4433 - mean_absolute_error: 66.5149 - val_loss: 16536.8755 - val_mean_absolute_error: 109.9292
Epoch 4221/5000
148/148 [==============================] - 0s 74us/step - loss: 7676.5791 - mean_absolute_error: 66.5075 - val_loss: 16531.2445 - val_mean_absolute_error: 109.9041
Epoch 4222/5000
148/148 [==============================] - 0s 74us/step - loss: 7674.4134 - mean_absolute_error: 66.4865 - val_loss: 16527.0750 - val_mean_absolute_error: 109.8868
Epoch 4223/5000
148/148 [==============================] - 0s 74us/step - loss: 7671.7898 - mean_absolute_error: 66.4646 - val_loss: 16522.1741 - val_mean_absolute_error: 109.8671
Epoch 4224/5000
148/148 [==============================] - 0s 74us/step - loss: 7669.9534 - mean_absolute_error: 66.4397 - val_loss: 16518.4755 - val_mean_absolute_error: 109.8524
Epoch 4225/5000
148/148 [==============================] - 0s 74us/step - loss: 7668.1538 - mean_absolute_error: 66.4217 - val_loss: 16513.6474 - val_mean_absolute_error: 109.8339
Epoch 4226/5000
148/148 [==============================] - 0s 81us/step - loss: 7667.1379 - mean_absolute_error: 66.4157 - val_loss: 16508.1919 - val_mean_absolute_error: 109.8167
Epoch 4227/5000
148/148 [==============================] - 0s 68us/step - loss: 7664.1573 - mean_absolute_error: 66.4022 - val_loss: 16503.1227 - val_mean_absolute_error: 109.7985
Epoch 4228/5000
148/148 [==============================] - 0s 81us/step - loss: 7662.1987 - mean_absolute_error: 66.3927 - val_loss: 16496.7442 - val_mean_absolute_error: 109.7745
Epoch 4229/5000
148/148 [==============================] - 0s 74us/step - loss: 7659.6798 - mean_absolute_error: 66.3803 - val_loss: 16489.8640 - val_mean_absolute_error: 109.7472
Epoch 4230/5000
148/148 [==============================] - 0s 68us/step - loss: 7657.1389 - mean_absolute_error: 66.3691 - val_loss: 16484.0180 - val_mean_absolute_error: 109.7242
Epoch 4231/5000
148/148 [==============================] - 0s 81us/step - loss: 7655.4082 - mean_absolute_error: 66.3532 - val_loss: 16479.6786 - val_mean_absolute_error: 109.7068
Epoch 4232/5000
148/148 [==============================] - 0s 68us/step - loss: 7653.2572 - mean_absolute_error: 66.3312 - val_loss: 16474.4846 - val_mean_absolute_error: 109.6874
Epoch 4233/5000
148/148 [==============================] - 0s 81us/step - loss: 7650.6367 - mean_absolute_error: 66.3152 - val_loss: 16468.7339 - val_mean_absolute_error: 109.6654
Epoch 4234/5000
148/148 [==============================] - 0s 61us/step - loss: 7648.8523 - mean_absolute_error: 66.2977 - val_loss: 16464.0638 - val_mean_absolute_error: 109.6439
Epoch 4235/5000
148/148 [==============================] - 0s 74us/step - loss: 7646.1611 - mean_absolute_error: 66.2777 - val_loss: 16459.3435 - val_mean_absolute_error: 109.6238
Epoch 4236/5000
148/148 [==============================] - 0s 74us/step - loss: 7644.9497 - mean_absolute_error: 66.2618 - val_loss: 16454.7826 - val_mean_absolute_error: 109.6036
Epoch 4237/5000
148/148 [==============================] - 0s 74us/step - loss: 7642.6793 - mean_absolute_error: 66.2417 - val_loss: 16448.9797 - val_mean_absolute_error: 109.5794
Epoch 4238/5000
148/148 [==============================] - 0s 74us/step - loss: 7639.5159 - mean_absolute_error: 66.2230 - val_loss: 16442.3794 - val_mean_absolute_error: 109.5520
Epoch 4239/5000
148/148 [==============================] - 0s 74us/step - loss: 7637.1518 - mean_absolute_error: 66.2049 - val_loss: 16435.1725 - val_mean_absolute_error: 109.5217
Epoch 4240/5000
148/148 [==============================] - 0s 81us/step - loss: 7634.6024 - mean_absolute_error: 66.1871 - val_loss: 16426.7125 - val_mean_absolute_error: 109.4868
Epoch 4241/5000
148/148 [==============================] - 0s 61us/step - loss: 7631.7776 - mean_absolute_error: 66.1714 - val_loss: 16419.4528 - val_mean_absolute_error: 109.4568
Epoch 4242/5000
148/148 [==============================] - 0s 81us/step - loss: 7629.0361 - mean_absolute_error: 66.1593 - val_loss: 16413.3055 - val_mean_absolute_error: 109.4333
Epoch 4243/5000
148/148 [==============================] - 0s 74us/step - loss: 7627.4291 - mean_absolute_error: 66.1424 - val_loss: 16407.9795 - val_mean_absolute_error: 109.4103
Epoch 4244/5000
148/148 [==============================] - 0s 81us/step - loss: 7624.6483 - mean_absolute_error: 66.1087 - val_loss: 16403.5111 - val_mean_absolute_error: 109.3933
Epoch 4245/5000
148/148 [==============================] - 0s 68us/step - loss: 7622.6514 - mean_absolute_error: 66.0860 - val_loss: 16398.3132 - val_mean_absolute_error: 109.3735
Epoch 4246/5000
148/148 [==============================] - 0s 81us/step - loss: 7620.3814 - mean_absolute_error: 66.0676 - val_loss: 16393.5850 - val_mean_absolute_error: 109.3557
Epoch 4247/5000
148/148 [==============================] - 0s 74us/step - loss: 7618.2003 - mean_absolute_error: 66.0594 - val_loss: 16386.8503 - val_mean_absolute_error: 109.3274
Epoch 4248/5000
148/148 [==============================] - 0s 74us/step - loss: 7615.0496 - mean_absolute_error: 66.0659 - val_loss: 16380.1569 - val_mean_absolute_error: 109.2995
Epoch 4249/5000
148/148 [==============================] - 0s 68us/step - loss: 7611.5661 - mean_absolute_error: 66.0653 - val_loss: 16375.4895 - val_mean_absolute_error: 109.2786
Epoch 4250/5000
148/148 [==============================] - 0s 74us/step - loss: 7608.2929 - mean_absolute_error: 66.0601 - val_loss: 16370.4159 - val_mean_absolute_error: 109.2569
Epoch 4251/5000
148/148 [==============================] - 0s 74us/step - loss: 7605.8944 - mean_absolute_error: 66.0520 - val_loss: 16365.2502 - val_mean_absolute_error: 109.2343
Epoch 4252/5000
148/148 [==============================] - 0s 68us/step - loss: 7604.0632 - mean_absolute_error: 66.0448 - val_loss: 16360.1353 - val_mean_absolute_error: 109.2116
Epoch 4253/5000
148/148 [==============================] - 0s 74us/step - loss: 7602.2735 - mean_absolute_error: 66.0287 - val_loss: 16355.9296 - val_mean_absolute_error: 109.1940
Epoch 4254/5000
148/148 [==============================] - 0s 74us/step - loss: 7601.4213 - mean_absolute_error: 66.0125 - val_loss: 16350.9320 - val_mean_absolute_error: 109.1738
Epoch 4255/5000
148/148 [==============================] - 0s 74us/step - loss: 7598.3367 - mean_absolute_error: 65.9917 - val_loss: 16346.1090 - val_mean_absolute_error: 109.1533
Epoch 4256/5000
148/148 [==============================] - 0s 61us/step - loss: 7596.1724 - mean_absolute_error: 65.9779 - val_loss: 16340.3601 - val_mean_absolute_error: 109.1285
Epoch 4257/5000
148/148 [==============================] - 0s 81us/step - loss: 7594.2321 - mean_absolute_error: 65.9636 - val_loss: 16334.4241 - val_mean_absolute_error: 109.1010
Epoch 4258/5000
148/148 [==============================] - 0s 74us/step - loss: 7591.3837 - mean_absolute_error: 65.9477 - val_loss: 16328.0307 - val_mean_absolute_error: 109.0717
Epoch 4259/5000
148/148 [==============================] - 0s 74us/step - loss: 7589.0096 - mean_absolute_error: 65.9347 - val_loss: 16321.9543 - val_mean_absolute_error: 109.0377
Epoch 4260/5000
148/148 [==============================] - 0s 68us/step - loss: 7586.5172 - mean_absolute_error: 65.9152 - val_loss: 16315.4555 - val_mean_absolute_error: 109.0061
Epoch 4261/5000
148/148 [==============================] - 0s 74us/step - loss: 7583.2680 - mean_absolute_error: 65.8914 - val_loss: 16308.3138 - val_mean_absolute_error: 108.9738
Epoch 4262/5000
148/148 [==============================] - 0s 88us/step - loss: 7580.6696 - mean_absolute_error: 65.8753 - val_loss: 16301.2186 - val_mean_absolute_error: 108.9436
Epoch 4263/5000
148/148 [==============================] - 0s 74us/step - loss: 7578.0252 - mean_absolute_error: 65.8550 - val_loss: 16294.8167 - val_mean_absolute_error: 108.9168
Epoch 4264/5000
148/148 [==============================] - 0s 74us/step - loss: 7575.5203 - mean_absolute_error: 65.8368 - val_loss: 16288.3492 - val_mean_absolute_error: 108.8906
Epoch 4265/5000
148/148 [==============================] - 0s 68us/step - loss: 7573.1119 - mean_absolute_error: 65.8186 - val_loss: 16282.2246 - val_mean_absolute_error: 108.8668
Epoch 4266/5000
148/148 [==============================] - 0s 74us/step - loss: 7571.1459 - mean_absolute_error: 65.7975 - val_loss: 16277.4607 - val_mean_absolute_error: 108.8458
Epoch 4267/5000
148/148 [==============================] - 0s 74us/step - loss: 7569.1708 - mean_absolute_error: 65.7677 - val_loss: 16272.5307 - val_mean_absolute_error: 108.8237
Epoch 4268/5000
148/148 [==============================] - 0s 74us/step - loss: 7567.0450 - mean_absolute_error: 65.7448 - val_loss: 16266.5366 - val_mean_absolute_error: 108.8042
Epoch 4269/5000
148/148 [==============================] - 0s 74us/step - loss: 7564.6358 - mean_absolute_error: 65.7231 - val_loss: 16261.5645 - val_mean_absolute_error: 108.7882
Epoch 4270/5000
148/148 [==============================] - 0s 68us/step - loss: 7564.9482 - mean_absolute_error: 65.6982 - val_loss: 16255.4488 - val_mean_absolute_error: 108.7728
Epoch 4271/5000
148/148 [==============================] - 0s 74us/step - loss: 7562.0833 - mean_absolute_error: 65.6691 - val_loss: 16249.3564 - val_mean_absolute_error: 108.7532
Epoch 4272/5000
148/148 [==============================] - 0s 68us/step - loss: 7560.8800 - mean_absolute_error: 65.6541 - val_loss: 16243.5014 - val_mean_absolute_error: 108.7313
Epoch 4273/5000
148/148 [==============================] - 0s 68us/step - loss: 7558.2176 - mean_absolute_error: 65.6365 - val_loss: 16237.1761 - val_mean_absolute_error: 108.7082
Epoch 4274/5000
148/148 [==============================] - 0s 68us/step - loss: 7556.2236 - mean_absolute_error: 65.6206 - val_loss: 16231.7670 - val_mean_absolute_error: 108.6856
Epoch 4275/5000
148/148 [==============================] - 0s 81us/step - loss: 7554.4660 - mean_absolute_error: 65.6031 - val_loss: 16228.2229 - val_mean_absolute_error: 108.6698
Epoch 4276/5000
148/148 [==============================] - 0s 68us/step - loss: 7552.2780 - mean_absolute_error: 65.5880 - val_loss: 16225.0613 - val_mean_absolute_error: 108.6600
Epoch 4277/5000
148/148 [==============================] - 0s 88us/step - loss: 7550.4804 - mean_absolute_error: 65.5775 - val_loss: 16222.8546 - val_mean_absolute_error: 108.6537
Epoch 4278/5000
148/148 [==============================] - 0s 68us/step - loss: 7550.6819 - mean_absolute_error: 65.5726 - val_loss: 16219.0894 - val_mean_absolute_error: 108.6395
Epoch 4279/5000
148/148 [==============================] - 0s 74us/step - loss: 7544.5796 - mean_absolute_error: 65.5817 - val_loss: 16208.8374 - val_mean_absolute_error: 108.6045
Epoch 4280/5000
148/148 [==============================] - 0s 81us/step - loss: 7541.2602 - mean_absolute_error: 65.6321 - val_loss: 16200.0477 - val_mean_absolute_error: 108.5724
Epoch 4281/5000
148/148 [==============================] - 0s 74us/step - loss: 7540.8654 - mean_absolute_error: 65.6455 - val_loss: 16190.8347 - val_mean_absolute_error: 108.5371
Epoch 4282/5000
148/148 [==============================] - 0s 74us/step - loss: 7535.6647 - mean_absolute_error: 65.6473 - val_loss: 16182.7712 - val_mean_absolute_error: 108.5086
Epoch 4283/5000
148/148 [==============================] - 0s 81us/step - loss: 7533.2887 - mean_absolute_error: 65.6479 - val_loss: 16175.2995 - val_mean_absolute_error: 108.4812
Epoch 4284/5000
148/148 [==============================] - 0s 74us/step - loss: 7530.4803 - mean_absolute_error: 65.6342 - val_loss: 16167.6029 - val_mean_absolute_error: 108.4543
Epoch 4285/5000
148/148 [==============================] - 0s 74us/step - loss: 7528.4644 - mean_absolute_error: 65.6205 - val_loss: 16160.1521 - val_mean_absolute_error: 108.4256
Epoch 4286/5000
148/148 [==============================] - 0s 68us/step - loss: 7525.9158 - mean_absolute_error: 65.6097 - val_loss: 16151.9834 - val_mean_absolute_error: 108.3924
Epoch 4287/5000
148/148 [==============================] - 0s 74us/step - loss: 7522.9914 - mean_absolute_error: 65.5968 - val_loss: 16144.2819 - val_mean_absolute_error: 108.3599
Epoch 4288/5000
148/148 [==============================] - 0s 68us/step - loss: 7520.5185 - mean_absolute_error: 65.5835 - val_loss: 16137.8200 - val_mean_absolute_error: 108.3325
Epoch 4289/5000
148/148 [==============================] - 0s 81us/step - loss: 7517.6325 - mean_absolute_error: 65.5610 - val_loss: 16132.6334 - val_mean_absolute_error: 108.3110
Epoch 4290/5000
148/148 [==============================] - 0s 68us/step - loss: 7517.6939 - mean_absolute_error: 65.5462 - val_loss: 16128.9585 - val_mean_absolute_error: 108.2940
Epoch 4291/5000
148/148 [==============================] - 0s 81us/step - loss: 7514.4742 - mean_absolute_error: 65.5189 - val_loss: 16126.1911 - val_mean_absolute_error: 108.2827
Epoch 4292/5000
148/148 [==============================] - 0s 68us/step - loss: 7512.5687 - mean_absolute_error: 65.5041 - val_loss: 16123.6861 - val_mean_absolute_error: 108.2712
Epoch 4293/5000
148/148 [==============================] - 0s 74us/step - loss: 7511.2428 - mean_absolute_error: 65.4852 - val_loss: 16121.0561 - val_mean_absolute_error: 108.2596
Epoch 4294/5000
148/148 [==============================] - 0s 68us/step - loss: 7509.5176 - mean_absolute_error: 65.4620 - val_loss: 16117.8411 - val_mean_absolute_error: 108.2448
Epoch 4295/5000
148/148 [==============================] - 0s 68us/step - loss: 7507.5908 - mean_absolute_error: 65.4432 - val_loss: 16113.5759 - val_mean_absolute_error: 108.2236
Epoch 4296/5000
148/148 [==============================] - 0s 81us/step - loss: 7506.4168 - mean_absolute_error: 65.4268 - val_loss: 16108.3389 - val_mean_absolute_error: 108.1984
Epoch 4297/5000
148/148 [==============================] - 0s 74us/step - loss: 7504.3843 - mean_absolute_error: 65.4018 - val_loss: 16102.0416 - val_mean_absolute_error: 108.1704
Epoch 4298/5000
148/148 [==============================] - 0s 68us/step - loss: 7501.0598 - mean_absolute_error: 65.3831 - val_loss: 16094.1973 - val_mean_absolute_error: 108.1432
Epoch 4299/5000
148/148 [==============================] - 0s 81us/step - loss: 7499.2831 - mean_absolute_error: 65.3759 - val_loss: 16087.1180 - val_mean_absolute_error: 108.1178
Epoch 4300/5000
148/148 [==============================] - 0s 74us/step - loss: 7496.1654 - mean_absolute_error: 65.3647 - val_loss: 16080.2363 - val_mean_absolute_error: 108.0908
Epoch 4301/5000
148/148 [==============================] - 0s 81us/step - loss: 7493.2103 - mean_absolute_error: 65.3441 - val_loss: 16074.4078 - val_mean_absolute_error: 108.0674
Epoch 4302/5000
148/148 [==============================] - 0s 74us/step - loss: 7491.7455 - mean_absolute_error: 65.3250 - val_loss: 16068.1843 - val_mean_absolute_error: 108.0451
Epoch 4303/5000
148/148 [==============================] - 0s 68us/step - loss: 7489.8146 - mean_absolute_error: 65.3095 - val_loss: 16062.4950 - val_mean_absolute_error: 108.0244
Epoch 4304/5000
148/148 [==============================] - 0s 74us/step - loss: 7487.8332 - mean_absolute_error: 65.2963 - val_loss: 16056.4854 - val_mean_absolute_error: 108.0001
Epoch 4305/5000
148/148 [==============================] - 0s 68us/step - loss: 7486.0505 - mean_absolute_error: 65.2749 - val_loss: 16050.4250 - val_mean_absolute_error: 107.9737
Epoch 4306/5000
148/148 [==============================] - 0s 81us/step - loss: 7483.4169 - mean_absolute_error: 65.2443 - val_loss: 16044.5434 - val_mean_absolute_error: 107.9465
Epoch 4307/5000
148/148 [==============================] - 0s 74us/step - loss: 7483.9888 - mean_absolute_error: 65.2184 - val_loss: 16038.4782 - val_mean_absolute_error: 107.9183
Epoch 4308/5000
148/148 [==============================] - 0s 68us/step - loss: 7480.5293 - mean_absolute_error: 65.1883 - val_loss: 16033.2194 - val_mean_absolute_error: 107.8938
Epoch 4309/5000
148/148 [==============================] - 0s 74us/step - loss: 7478.3789 - mean_absolute_error: 65.1625 - val_loss: 16028.7995 - val_mean_absolute_error: 107.8749
Epoch 4310/5000
148/148 [==============================] - 0s 74us/step - loss: 7476.7690 - mean_absolute_error: 65.1461 - val_loss: 16023.4362 - val_mean_absolute_error: 107.8544
Epoch 4311/5000
148/148 [==============================] - 0s 81us/step - loss: 7474.7400 - mean_absolute_error: 65.1325 - val_loss: 16018.6401 - val_mean_absolute_error: 107.8345
Epoch 4312/5000
148/148 [==============================] - 0s 68us/step - loss: 7472.9704 - mean_absolute_error: 65.1150 - val_loss: 16015.0316 - val_mean_absolute_error: 107.8147
Epoch 4313/5000
148/148 [==============================] - 0s 81us/step - loss: 7471.5936 - mean_absolute_error: 65.0962 - val_loss: 16011.1564 - val_mean_absolute_error: 107.7978
Epoch 4314/5000
148/148 [==============================] - 0s 74us/step - loss: 7468.6747 - mean_absolute_error: 65.0785 - val_loss: 16007.1859 - val_mean_absolute_error: 107.7818
Epoch 4315/5000
148/148 [==============================] - 0s 81us/step - loss: 7466.7451 - mean_absolute_error: 65.0687 - val_loss: 16003.3822 - val_mean_absolute_error: 107.7681
Epoch 4316/5000
148/148 [==============================] - 0s 68us/step - loss: 7464.8815 - mean_absolute_error: 65.0590 - val_loss: 15999.4773 - val_mean_absolute_error: 107.7544
Epoch 4317/5000
148/148 [==============================] - 0s 68us/step - loss: 7462.9661 - mean_absolute_error: 65.0506 - val_loss: 15994.4097 - val_mean_absolute_error: 107.7356
Epoch 4318/5000
148/148 [==============================] - 0s 74us/step - loss: 7460.0640 - mean_absolute_error: 65.0382 - val_loss: 15990.1214 - val_mean_absolute_error: 107.7164
Epoch 4319/5000
148/148 [==============================] - 0s 68us/step - loss: 7459.7818 - mean_absolute_error: 65.0198 - val_loss: 15986.6746 - val_mean_absolute_error: 107.6999
Epoch 4320/5000
148/148 [==============================] - 0s 81us/step - loss: 7449.7809 - mean_absolute_error: 65.0134 - val_loss: 15978.3633 - val_mean_absolute_error: 107.6699
Epoch 4321/5000
148/148 [==============================] - 0s 68us/step - loss: 7458.0873 - mean_absolute_error: 65.1250 - val_loss: 15966.4704 - val_mean_absolute_error: 107.6288
Epoch 4322/5000
148/148 [==============================] - 0s 68us/step - loss: 7447.2957 - mean_absolute_error: 65.1589 - val_loss: 15957.7816 - val_mean_absolute_error: 107.5958
Epoch 4323/5000
148/148 [==============================] - 0s 74us/step - loss: 7448.3180 - mean_absolute_error: 65.1976 - val_loss: 15950.5725 - val_mean_absolute_error: 107.5707
Epoch 4324/5000
148/148 [==============================] - 0s 68us/step - loss: 7447.6292 - mean_absolute_error: 65.2212 - val_loss: 15943.0567 - val_mean_absolute_error: 107.5446
Epoch 4325/5000
148/148 [==============================] - 0s 74us/step - loss: 7443.7910 - mean_absolute_error: 65.2190 - val_loss: 15937.9452 - val_mean_absolute_error: 107.5268
Epoch 4326/5000
148/148 [==============================] - 0s 74us/step - loss: 7441.6426 - mean_absolute_error: 65.2072 - val_loss: 15932.9891 - val_mean_absolute_error: 107.5064
Epoch 4327/5000
148/148 [==============================] - 0s 68us/step - loss: 7439.4753 - mean_absolute_error: 65.1906 - val_loss: 15927.4746 - val_mean_absolute_error: 107.4814
Epoch 4328/5000
148/148 [==============================] - 0s 81us/step - loss: 7437.5124 - mean_absolute_error: 65.1726 - val_loss: 15921.8138 - val_mean_absolute_error: 107.4554
Epoch 4329/5000
148/148 [==============================] - 0s 74us/step - loss: 7435.2441 - mean_absolute_error: 65.1527 - val_loss: 15915.7029 - val_mean_absolute_error: 107.4288
Epoch 4330/5000
148/148 [==============================] - 0s 74us/step - loss: 7435.3461 - mean_absolute_error: 65.1356 - val_loss: 15909.2405 - val_mean_absolute_error: 107.3989
Epoch 4331/5000
148/148 [==============================] - 0s 68us/step - loss: 7431.3642 - mean_absolute_error: 65.1197 - val_loss: 15901.5026 - val_mean_absolute_error: 107.3650
Epoch 4332/5000
148/148 [==============================] - 0s 81us/step - loss: 7427.8154 - mean_absolute_error: 65.1282 - val_loss: 15895.1586 - val_mean_absolute_error: 107.3363
Epoch 4333/5000
148/148 [==============================] - 0s 68us/step - loss: 7426.0882 - mean_absolute_error: 65.1168 - val_loss: 15888.5975 - val_mean_absolute_error: 107.3022
Epoch 4334/5000
148/148 [==============================] - 0s 74us/step - loss: 7423.6583 - mean_absolute_error: 65.1007 - val_loss: 15881.8970 - val_mean_absolute_error: 107.2721
Epoch 4335/5000
148/148 [==============================] - 0s 68us/step - loss: 7422.5704 - mean_absolute_error: 65.1335 - val_loss: 15872.5693 - val_mean_absolute_error: 107.2373
Epoch 4336/5000
148/148 [==============================] - 0s 74us/step - loss: 7418.7088 - mean_absolute_error: 65.1582 - val_loss: 15865.2127 - val_mean_absolute_error: 107.2080
Epoch 4337/5000
148/148 [==============================] - 0s 68us/step - loss: 7414.6300 - mean_absolute_error: 65.1665 - val_loss: 15857.3944 - val_mean_absolute_error: 107.1760
Epoch 4338/5000
148/148 [==============================] - 0s 81us/step - loss: 7420.8940 - mean_absolute_error: 65.2423 - val_loss: 15848.9296 - val_mean_absolute_error: 107.1406
Epoch 4339/5000
148/148 [==============================] - 0s 68us/step - loss: 7419.8442 - mean_absolute_error: 65.2767 - val_loss: 15842.1279 - val_mean_absolute_error: 107.1104
Epoch 4340/5000
148/148 [==============================] - 0s 74us/step - loss: 7418.8213 - mean_absolute_error: 65.2872 - val_loss: 15835.5570 - val_mean_absolute_error: 107.0809
Epoch 4341/5000
148/148 [==============================] - 0s 68us/step - loss: 7427.2446 - mean_absolute_error: 65.3504 - val_loss: 15825.0302 - val_mean_absolute_error: 107.0384
Epoch 4342/5000
148/148 [==============================] - 0s 74us/step - loss: 7419.7784 - mean_absolute_error: 65.3530 - val_loss: 15819.0227 - val_mean_absolute_error: 107.0111
Epoch 4343/5000
148/148 [==============================] - 0s 68us/step - loss: 7417.9794 - mean_absolute_error: 65.3420 - val_loss: 15813.2522 - val_mean_absolute_error: 106.9844
Epoch 4344/5000
148/148 [==============================] - 0s 74us/step - loss: 7415.2084 - mean_absolute_error: 65.3052 - val_loss: 15809.7713 - val_mean_absolute_error: 106.9642
Epoch 4345/5000
148/148 [==============================] - 0s 68us/step - loss: 7411.0860 - mean_absolute_error: 65.2574 - val_loss: 15805.6266 - val_mean_absolute_error: 106.9423
Epoch 4346/5000
148/148 [==============================] - 0s 74us/step - loss: 7407.1749 - mean_absolute_error: 65.2169 - val_loss: 15801.1524 - val_mean_absolute_error: 106.9200
Epoch 4347/5000
148/148 [==============================] - 0s 68us/step - loss: 7403.2413 - mean_absolute_error: 65.1745 - val_loss: 15796.7948 - val_mean_absolute_error: 106.9006
Epoch 4348/5000
148/148 [==============================] - 0s 74us/step - loss: 7399.8661 - mean_absolute_error: 65.1383 - val_loss: 15791.9291 - val_mean_absolute_error: 106.8800
Epoch 4349/5000
148/148 [==============================] - 0s 74us/step - loss: 7397.8499 - mean_absolute_error: 65.1067 - val_loss: 15786.9143 - val_mean_absolute_error: 106.8575
Epoch 4350/5000
148/148 [==============================] - 0s 74us/step - loss: 7396.4017 - mean_absolute_error: 65.0790 - val_loss: 15782.1707 - val_mean_absolute_error: 106.8368
Epoch 4351/5000
148/148 [==============================] - 0s 74us/step - loss: 7391.1148 - mean_absolute_error: 65.0739 - val_loss: 15774.4946 - val_mean_absolute_error: 106.8078
Epoch 4352/5000
148/148 [==============================] - 0s 74us/step - loss: 7393.1204 - mean_absolute_error: 65.1052 - val_loss: 15767.8770 - val_mean_absolute_error: 106.7817
Epoch 4353/5000
148/148 [==============================] - 0s 74us/step - loss: 7393.4219 - mean_absolute_error: 65.1183 - val_loss: 15762.5068 - val_mean_absolute_error: 106.7655
Epoch 4354/5000
148/148 [==============================] - 0s 74us/step - loss: 7392.1078 - mean_absolute_error: 65.1157 - val_loss: 15759.0821 - val_mean_absolute_error: 106.7549
Epoch 4355/5000
148/148 [==============================] - 0s 74us/step - loss: 7389.5687 - mean_absolute_error: 65.0996 - val_loss: 15755.7692 - val_mean_absolute_error: 106.7413
Epoch 4356/5000
148/148 [==============================] - 0s 74us/step - loss: 7387.2060 - mean_absolute_error: 65.0802 - val_loss: 15752.6750 - val_mean_absolute_error: 106.7230
Epoch 4357/5000
148/148 [==============================] - 0s 74us/step - loss: 7384.4372 - mean_absolute_error: 65.0581 - val_loss: 15747.5954 - val_mean_absolute_error: 106.6979
Epoch 4358/5000
148/148 [==============================] - 0s 68us/step - loss: 7382.8439 - mean_absolute_error: 65.0494 - val_loss: 15741.4489 - val_mean_absolute_error: 106.6686
Epoch 4359/5000
148/148 [==============================] - 0s 68us/step - loss: 7380.3296 - mean_absolute_error: 65.0291 - val_loss: 15736.6122 - val_mean_absolute_error: 106.6460
Epoch 4360/5000
148/148 [==============================] - 0s 74us/step - loss: 7377.6130 - mean_absolute_error: 65.0078 - val_loss: 15732.4297 - val_mean_absolute_error: 106.6263
Epoch 4361/5000
148/148 [==============================] - 0s 68us/step - loss: 7374.9286 - mean_absolute_error: 64.9886 - val_loss: 15729.7617 - val_mean_absolute_error: 106.6142
Epoch 4362/5000
148/148 [==============================] - 0s 101us/step - loss: 7372.7542 - mean_absolute_error: 64.9661 - val_loss: 15725.7412 - val_mean_absolute_error: 106.5958
Epoch 4363/5000
148/148 [==============================] - 0s 74us/step - loss: 7370.6595 - mean_absolute_error: 64.9456 - val_loss: 15721.1547 - val_mean_absolute_error: 106.5742
Epoch 4364/5000
148/148 [==============================] - 0s 74us/step - loss: 7368.8491 - mean_absolute_error: 64.9232 - val_loss: 15718.6990 - val_mean_absolute_error: 106.5600
Epoch 4365/5000
148/148 [==============================] - 0s 68us/step - loss: 7365.9749 - mean_absolute_error: 64.8980 - val_loss: 15715.5024 - val_mean_absolute_error: 106.5435
Epoch 4366/5000
148/148 [==============================] - 0s 68us/step - loss: 7363.4157 - mean_absolute_error: 64.8704 - val_loss: 15711.3192 - val_mean_absolute_error: 106.5220
Epoch 4367/5000
148/148 [==============================] - 0s 81us/step - loss: 7361.8215 - mean_absolute_error: 64.8394 - val_loss: 15707.0275 - val_mean_absolute_error: 106.5031
Epoch 4368/5000
148/148 [==============================] - 0s 61us/step - loss: 7358.6306 - mean_absolute_error: 64.8120 - val_loss: 15703.2466 - val_mean_absolute_error: 106.4875
Epoch 4369/5000
148/148 [==============================] - 0s 68us/step - loss: 7356.7094 - mean_absolute_error: 64.7891 - val_loss: 15699.8246 - val_mean_absolute_error: 106.4734
Epoch 4370/5000
148/148 [==============================] - 0s 74us/step - loss: 7354.3330 - mean_absolute_error: 64.7770 - val_loss: 15694.8475 - val_mean_absolute_error: 106.4515
Epoch 4371/5000
148/148 [==============================] - 0s 68us/step - loss: 7354.3538 - mean_absolute_error: 64.7919 - val_loss: 15689.8098 - val_mean_absolute_error: 106.4283
Epoch 4372/5000
148/148 [==============================] - 0s 81us/step - loss: 7352.0527 - mean_absolute_error: 64.7861 - val_loss: 15684.0475 - val_mean_absolute_error: 106.4033
Epoch 4373/5000
148/148 [==============================] - 0s 68us/step - loss: 7350.0193 - mean_absolute_error: 64.7738 - val_loss: 15677.1042 - val_mean_absolute_error: 106.3764
Epoch 4374/5000
148/148 [==============================] - 0s 81us/step - loss: 7348.4477 - mean_absolute_error: 64.7653 - val_loss: 15671.8904 - val_mean_absolute_error: 106.3527
Epoch 4375/5000
148/148 [==============================] - 0s 68us/step - loss: 7345.9606 - mean_absolute_error: 64.7405 - val_loss: 15667.3898 - val_mean_absolute_error: 106.3337
Epoch 4376/5000
148/148 [==============================] - 0s 81us/step - loss: 7342.8755 - mean_absolute_error: 64.7112 - val_loss: 15661.5778 - val_mean_absolute_error: 106.3122
Epoch 4377/5000
148/148 [==============================] - 0s 68us/step - loss: 7342.1386 - mean_absolute_error: 64.6899 - val_loss: 15656.1054 - val_mean_absolute_error: 106.2891
Epoch 4378/5000
148/148 [==============================] - 0s 81us/step - loss: 7338.9161 - mean_absolute_error: 64.6598 - val_loss: 15651.0827 - val_mean_absolute_error: 106.2669
Epoch 4379/5000
148/148 [==============================] - 0s 68us/step - loss: 7336.7345 - mean_absolute_error: 64.6431 - val_loss: 15645.7950 - val_mean_absolute_error: 106.2431
Epoch 4380/5000
148/148 [==============================] - 0s 74us/step - loss: 7334.7142 - mean_absolute_error: 64.6226 - val_loss: 15640.7691 - val_mean_absolute_error: 106.2190
Epoch 4381/5000
148/148 [==============================] - 0s 81us/step - loss: 7332.0992 - mean_absolute_error: 64.6027 - val_loss: 15636.3299 - val_mean_absolute_error: 106.1994
Epoch 4382/5000
148/148 [==============================] - 0s 81us/step - loss: 7330.1415 - mean_absolute_error: 64.5830 - val_loss: 15630.8325 - val_mean_absolute_error: 106.1752
Epoch 4383/5000
148/148 [==============================] - 0s 81us/step - loss: 7327.6592 - mean_absolute_error: 64.5618 - val_loss: 15625.1523 - val_mean_absolute_error: 106.1498
Epoch 4384/5000
148/148 [==============================] - 0s 68us/step - loss: 7326.4503 - mean_absolute_error: 64.5377 - val_loss: 15620.4342 - val_mean_absolute_error: 106.1275
Epoch 4385/5000
148/148 [==============================] - 0s 81us/step - loss: 7322.9999 - mean_absolute_error: 64.5081 - val_loss: 15614.8271 - val_mean_absolute_error: 106.1005
Epoch 4386/5000
148/148 [==============================] - 0s 74us/step - loss: 7320.2007 - mean_absolute_error: 64.4800 - val_loss: 15609.8528 - val_mean_absolute_error: 106.0770
Epoch 4387/5000
148/148 [==============================] - 0s 68us/step - loss: 7319.1564 - mean_absolute_error: 64.4554 - val_loss: 15604.5694 - val_mean_absolute_error: 106.0536
Epoch 4388/5000
148/148 [==============================] - 0s 74us/step - loss: 7315.1060 - mean_absolute_error: 64.4650 - val_loss: 15596.0550 - val_mean_absolute_error: 106.0216
Epoch 4389/5000
148/148 [==============================] - 0s 74us/step - loss: 7315.3211 - mean_absolute_error: 64.4886 - val_loss: 15588.8137 - val_mean_absolute_error: 105.9921
Epoch 4390/5000
148/148 [==============================] - 0s 74us/step - loss: 7314.2809 - mean_absolute_error: 64.4969 - val_loss: 15584.1166 - val_mean_absolute_error: 105.9730
Epoch 4391/5000
148/148 [==============================] - 0s 68us/step - loss: 7312.8856 - mean_absolute_error: 64.4970 - val_loss: 15580.1932 - val_mean_absolute_error: 105.9564
Epoch 4392/5000
148/148 [==============================] - 0s 74us/step - loss: 7311.7692 - mean_absolute_error: 64.4923 - val_loss: 15575.5911 - val_mean_absolute_error: 105.9362
Epoch 4393/5000
148/148 [==============================] - 0s 74us/step - loss: 7309.4860 - mean_absolute_error: 64.4783 - val_loss: 15570.4476 - val_mean_absolute_error: 105.9120
Epoch 4394/5000
148/148 [==============================] - 0s 68us/step - loss: 7307.2464 - mean_absolute_error: 64.4607 - val_loss: 15564.0074 - val_mean_absolute_error: 105.8827
Epoch 4395/5000
148/148 [==============================] - 0s 74us/step - loss: 7304.7048 - mean_absolute_error: 64.4399 - val_loss: 15558.2822 - val_mean_absolute_error: 105.8579
Epoch 4396/5000
148/148 [==============================] - 0s 74us/step - loss: 7302.1838 - mean_absolute_error: 64.4223 - val_loss: 15553.9227 - val_mean_absolute_error: 105.8404
Epoch 4397/5000
148/148 [==============================] - 0s 68us/step - loss: 7301.5699 - mean_absolute_error: 64.3908 - val_loss: 15550.1538 - val_mean_absolute_error: 105.8208
Epoch 4398/5000
148/148 [==============================] - 0s 68us/step - loss: 7296.6535 - mean_absolute_error: 64.3548 - val_loss: 15545.3435 - val_mean_absolute_error: 105.7971
Epoch 4399/5000
148/148 [==============================] - 0s 81us/step - loss: 7295.1038 - mean_absolute_error: 64.3277 - val_loss: 15539.1145 - val_mean_absolute_error: 105.7665
Epoch 4400/5000
148/148 [==============================] - 0s 74us/step - loss: 7293.1388 - mean_absolute_error: 64.2996 - val_loss: 15533.7817 - val_mean_absolute_error: 105.7382
Epoch 4401/5000
148/148 [==============================] - 0s 74us/step - loss: 7289.6475 - mean_absolute_error: 64.2716 - val_loss: 15528.5534 - val_mean_absolute_error: 105.7118
Epoch 4402/5000
148/148 [==============================] - 0s 74us/step - loss: 7288.0011 - mean_absolute_error: 64.2510 - val_loss: 15522.2119 - val_mean_absolute_error: 105.6796
Epoch 4403/5000
148/148 [==============================] - 0s 74us/step - loss: 7285.5826 - mean_absolute_error: 64.2334 - val_loss: 15517.9266 - val_mean_absolute_error: 105.6588
Epoch 4404/5000
148/148 [==============================] - 0s 74us/step - loss: 7283.5160 - mean_absolute_error: 64.2167 - val_loss: 15515.7616 - val_mean_absolute_error: 105.6492
Epoch 4405/5000
148/148 [==============================] - 0s 68us/step - loss: 7281.3666 - mean_absolute_error: 64.1926 - val_loss: 15513.2949 - val_mean_absolute_error: 105.6364
Epoch 4406/5000
148/148 [==============================] - 0s 74us/step - loss: 7280.1801 - mean_absolute_error: 64.1753 - val_loss: 15507.9688 - val_mean_absolute_error: 105.6111
Epoch 4407/5000
148/148 [==============================] - 0s 81us/step - loss: 7277.8812 - mean_absolute_error: 64.1557 - val_loss: 15502.9487 - val_mean_absolute_error: 105.5888
Epoch 4408/5000
148/148 [==============================] - 0s 61us/step - loss: 7275.8509 - mean_absolute_error: 64.1421 - val_loss: 15497.9761 - val_mean_absolute_error: 105.5663
Epoch 4409/5000
148/148 [==============================] - 0s 74us/step - loss: 7273.6731 - mean_absolute_error: 64.1253 - val_loss: 15492.9134 - val_mean_absolute_error: 105.5404
Epoch 4410/5000
148/148 [==============================] - 0s 81us/step - loss: 7271.5505 - mean_absolute_error: 64.1082 - val_loss: 15487.5815 - val_mean_absolute_error: 105.5146
Epoch 4411/5000
148/148 [==============================] - 0s 68us/step - loss: 7269.4064 - mean_absolute_error: 64.0944 - val_loss: 15483.1164 - val_mean_absolute_error: 105.4944
Epoch 4412/5000
148/148 [==============================] - 0s 68us/step - loss: 7267.0503 - mean_absolute_error: 64.0782 - val_loss: 15478.7221 - val_mean_absolute_error: 105.4761
Epoch 4413/5000
148/148 [==============================] - 0s 74us/step - loss: 7264.8877 - mean_absolute_error: 64.0576 - val_loss: 15474.4523 - val_mean_absolute_error: 105.4565
Epoch 4414/5000
148/148 [==============================] - 0s 68us/step - loss: 7263.1322 - mean_absolute_error: 64.0425 - val_loss: 15468.9316 - val_mean_absolute_error: 105.4305
Epoch 4415/5000
148/148 [==============================] - 0s 68us/step - loss: 7261.3352 - mean_absolute_error: 64.0253 - val_loss: 15462.4715 - val_mean_absolute_error: 105.3985
Epoch 4416/5000
148/148 [==============================] - 0s 81us/step - loss: 7259.3214 - mean_absolute_error: 64.0038 - val_loss: 15457.8462 - val_mean_absolute_error: 105.3744
Epoch 4417/5000
148/148 [==============================] - 0s 68us/step - loss: 7257.4580 - mean_absolute_error: 63.9825 - val_loss: 15453.5476 - val_mean_absolute_error: 105.3532
Epoch 4418/5000
148/148 [==============================] - 0s 74us/step - loss: 7255.3372 - mean_absolute_error: 63.9613 - val_loss: 15451.3132 - val_mean_absolute_error: 105.3403
Epoch 4419/5000
148/148 [==============================] - 0s 74us/step - loss: 7255.2571 - mean_absolute_error: 63.9437 - val_loss: 15449.0394 - val_mean_absolute_error: 105.3281
Epoch 4420/5000
148/148 [==============================] - 0s 81us/step - loss: 7252.6698 - mean_absolute_error: 63.9263 - val_loss: 15446.7757 - val_mean_absolute_error: 105.3182
Epoch 4421/5000
148/148 [==============================] - 0s 68us/step - loss: 7251.0433 - mean_absolute_error: 63.9163 - val_loss: 15444.1273 - val_mean_absolute_error: 105.3063
Epoch 4422/5000
148/148 [==============================] - 0s 74us/step - loss: 7249.9733 - mean_absolute_error: 63.9050 - val_loss: 15441.4258 - val_mean_absolute_error: 105.2935
Epoch 4423/5000
148/148 [==============================] - 0s 74us/step - loss: 7248.4194 - mean_absolute_error: 63.8897 - val_loss: 15438.2786 - val_mean_absolute_error: 105.2787
Epoch 4424/5000
148/148 [==============================] - 0s 81us/step - loss: 7246.0691 - mean_absolute_error: 63.8678 - val_loss: 15434.5518 - val_mean_absolute_error: 105.2579
Epoch 4425/5000
148/148 [==============================] - 0s 68us/step - loss: 7244.5028 - mean_absolute_error: 63.8453 - val_loss: 15430.5076 - val_mean_absolute_error: 105.2319
Epoch 4426/5000
148/148 [==============================] - 0s 74us/step - loss: 7242.2083 - mean_absolute_error: 63.8197 - val_loss: 15425.2711 - val_mean_absolute_error: 105.2013
Epoch 4427/5000
148/148 [==============================] - 0s 68us/step - loss: 7240.8091 - mean_absolute_error: 63.8012 - val_loss: 15421.8363 - val_mean_absolute_error: 105.1813
Epoch 4428/5000
148/148 [==============================] - 0s 81us/step - loss: 7239.4913 - mean_absolute_error: 63.7944 - val_loss: 15417.7845 - val_mean_absolute_error: 105.1599
Epoch 4429/5000
148/148 [==============================] - 0s 61us/step - loss: 7236.7788 - mean_absolute_error: 63.7772 - val_loss: 15414.4770 - val_mean_absolute_error: 105.1427
Epoch 4430/5000
148/148 [==============================] - 0s 88us/step - loss: 7235.2176 - mean_absolute_error: 63.7546 - val_loss: 15411.5671 - val_mean_absolute_error: 105.1260
Epoch 4431/5000
148/148 [==============================] - 0s 81us/step - loss: 7234.1309 - mean_absolute_error: 63.7277 - val_loss: 15410.3119 - val_mean_absolute_error: 105.1170
Epoch 4432/5000
148/148 [==============================] - 0s 88us/step - loss: 7231.9431 - mean_absolute_error: 63.7063 - val_loss: 15406.9839 - val_mean_absolute_error: 105.0989
Epoch 4433/5000
148/148 [==============================] - 0s 68us/step - loss: 7231.5688 - mean_absolute_error: 63.6893 - val_loss: 15404.3007 - val_mean_absolute_error: 105.0845
Epoch 4434/5000
148/148 [==============================] - 0s 88us/step - loss: 7230.6273 - mean_absolute_error: 63.6709 - val_loss: 15400.9173 - val_mean_absolute_error: 105.0664
Epoch 4435/5000
148/148 [==============================] - 0s 81us/step - loss: 7227.8865 - mean_absolute_error: 63.6475 - val_loss: 15397.0284 - val_mean_absolute_error: 105.0472
Epoch 4436/5000
148/148 [==============================] - 0s 81us/step - loss: 7226.3356 - mean_absolute_error: 63.6362 - val_loss: 15392.5787 - val_mean_absolute_error: 105.0274
Epoch 4437/5000
148/148 [==============================] - 0s 68us/step - loss: 7225.2547 - mean_absolute_error: 63.6213 - val_loss: 15388.3724 - val_mean_absolute_error: 105.0064
Epoch 4438/5000
148/148 [==============================] - 0s 74us/step - loss: 7222.2097 - mean_absolute_error: 63.6030 - val_loss: 15383.9150 - val_mean_absolute_error: 104.9853
Epoch 4439/5000
148/148 [==============================] - 0s 68us/step - loss: 7220.4126 - mean_absolute_error: 63.5898 - val_loss: 15379.9340 - val_mean_absolute_error: 104.9626
Epoch 4440/5000
148/148 [==============================] - 0s 68us/step - loss: 7218.1179 - mean_absolute_error: 63.5737 - val_loss: 15374.8696 - val_mean_absolute_error: 104.9383
Epoch 4441/5000
148/148 [==============================] - 0s 68us/step - loss: 7216.6141 - mean_absolute_error: 63.5601 - val_loss: 15370.6681 - val_mean_absolute_error: 104.9207
Epoch 4442/5000
148/148 [==============================] - 0s 74us/step - loss: 7214.2604 - mean_absolute_error: 63.5479 - val_loss: 15366.9707 - val_mean_absolute_error: 104.9066
Epoch 4443/5000
148/148 [==============================] - 0s 74us/step - loss: 7212.2258 - mean_absolute_error: 63.5355 - val_loss: 15364.2550 - val_mean_absolute_error: 104.8961
Epoch 4444/5000
148/148 [==============================] - 0s 68us/step - loss: 7211.5449 - mean_absolute_error: 63.5269 - val_loss: 15361.0985 - val_mean_absolute_error: 104.8832
Epoch 4445/5000
148/148 [==============================] - 0s 61us/step - loss: 7209.1570 - mean_absolute_error: 63.5139 - val_loss: 15358.4755 - val_mean_absolute_error: 104.8732
Epoch 4446/5000
148/148 [==============================] - 0s 74us/step - loss: 7207.5443 - mean_absolute_error: 63.5084 - val_loss: 15354.9976 - val_mean_absolute_error: 104.8610
Epoch 4447/5000
148/148 [==============================] - 0s 74us/step - loss: 7206.3336 - mean_absolute_error: 63.5011 - val_loss: 15348.4843 - val_mean_absolute_error: 104.8403
Epoch 4448/5000
148/148 [==============================] - 0s 68us/step - loss: 7207.2242 - mean_absolute_error: 63.5542 - val_loss: 15338.4551 - val_mean_absolute_error: 104.8064
Epoch 4449/5000
148/148 [==============================] - 0s 68us/step - loss: 7204.1779 - mean_absolute_error: 63.5927 - val_loss: 15330.2860 - val_mean_absolute_error: 104.7746
Epoch 4450/5000
148/148 [==============================] - 0s 68us/step - loss: 7196.7362 - mean_absolute_error: 63.6099 - val_loss: 15323.6503 - val_mean_absolute_error: 104.7460
Epoch 4451/5000
148/148 [==============================] - 0s 61us/step - loss: 7195.5282 - mean_absolute_error: 63.6122 - val_loss: 15320.8013 - val_mean_absolute_error: 104.7320
Epoch 4452/5000
148/148 [==============================] - 0s 81us/step - loss: 7193.7023 - mean_absolute_error: 63.6049 - val_loss: 15320.2732 - val_mean_absolute_error: 104.7281
Epoch 4453/5000
148/148 [==============================] - 0s 68us/step - loss: 7191.9168 - mean_absolute_error: 63.5869 - val_loss: 15318.5638 - val_mean_absolute_error: 104.7227
Epoch 4454/5000
148/148 [==============================] - 0s 68us/step - loss: 7190.3173 - mean_absolute_error: 63.5740 - val_loss: 15317.4900 - val_mean_absolute_error: 104.7205
Epoch 4455/5000
148/148 [==============================] - 0s 68us/step - loss: 7189.9216 - mean_absolute_error: 63.5596 - val_loss: 15314.9398 - val_mean_absolute_error: 104.7089
Epoch 4456/5000
148/148 [==============================] - 0s 68us/step - loss: 7187.0402 - mean_absolute_error: 63.5315 - val_loss: 15311.1480 - val_mean_absolute_error: 104.6914
Epoch 4457/5000
148/148 [==============================] - 0s 74us/step - loss: 7185.5520 - mean_absolute_error: 63.5165 - val_loss: 15307.5932 - val_mean_absolute_error: 104.6734
Epoch 4458/5000
148/148 [==============================] - 0s 74us/step - loss: 7183.8180 - mean_absolute_error: 63.5003 - val_loss: 15303.8210 - val_mean_absolute_error: 104.6548
Epoch 4459/5000
148/148 [==============================] - 0s 68us/step - loss: 7182.1218 - mean_absolute_error: 63.4868 - val_loss: 15300.7639 - val_mean_absolute_error: 104.6401
Epoch 4460/5000
148/148 [==============================] - 0s 68us/step - loss: 7181.0220 - mean_absolute_error: 63.4732 - val_loss: 15297.7213 - val_mean_absolute_error: 104.6255
Epoch 4461/5000
148/148 [==============================] - 0s 74us/step - loss: 7177.1660 - mean_absolute_error: 63.4645 - val_loss: 15295.1235 - val_mean_absolute_error: 104.6151
Epoch 4462/5000
148/148 [==============================] - 0s 74us/step - loss: 7176.6214 - mean_absolute_error: 63.4890 - val_loss: 15290.7620 - val_mean_absolute_error: 104.6021
Epoch 4463/5000
148/148 [==============================] - 0s 67us/step - loss: 7173.4946 - mean_absolute_error: 63.4779 - val_loss: 15287.5274 - val_mean_absolute_error: 104.5893
Epoch 4464/5000
148/148 [==============================] - 0s 81us/step - loss: 7173.0327 - mean_absolute_error: 63.4639 - val_loss: 15282.6512 - val_mean_absolute_error: 104.5671
Epoch 4465/5000
148/148 [==============================] - 0s 68us/step - loss: 7169.8339 - mean_absolute_error: 63.4477 - val_loss: 15277.7546 - val_mean_absolute_error: 104.5439
Epoch 4466/5000
148/148 [==============================] - 0s 81us/step - loss: 7168.1341 - mean_absolute_error: 63.4416 - val_loss: 15271.8041 - val_mean_absolute_error: 104.5137
Epoch 4467/5000
148/148 [==============================] - 0s 68us/step - loss: 7165.7508 - mean_absolute_error: 63.4324 - val_loss: 15264.1114 - val_mean_absolute_error: 104.4823
Epoch 4468/5000
148/148 [==============================] - 0s 81us/step - loss: 7163.9060 - mean_absolute_error: 63.4232 - val_loss: 15257.1548 - val_mean_absolute_error: 104.4512
Epoch 4469/5000
148/148 [==============================] - 0s 68us/step - loss: 7161.2097 - mean_absolute_error: 63.4053 - val_loss: 15252.7974 - val_mean_absolute_error: 104.4312
Epoch 4470/5000
148/148 [==============================] - 0s 74us/step - loss: 7159.1893 - mean_absolute_error: 63.3842 - val_loss: 15248.3735 - val_mean_absolute_error: 104.4117
Epoch 4471/5000
148/148 [==============================] - 0s 74us/step - loss: 7159.3444 - mean_absolute_error: 63.3682 - val_loss: 15244.7906 - val_mean_absolute_error: 104.3940
Epoch 4472/5000
148/148 [==============================] - 0s 81us/step - loss: 7154.8535 - mean_absolute_error: 63.3331 - val_loss: 15241.1310 - val_mean_absolute_error: 104.3758
Epoch 4473/5000
148/148 [==============================] - 0s 68us/step - loss: 7154.1774 - mean_absolute_error: 63.3074 - val_loss: 15237.0785 - val_mean_absolute_error: 104.3569
Epoch 4474/5000
148/148 [==============================] - 0s 74us/step - loss: 7152.6917 - mean_absolute_error: 63.2796 - val_loss: 15233.6283 - val_mean_absolute_error: 104.3399
Epoch 4475/5000
148/148 [==============================] - 0s 74us/step - loss: 7151.6391 - mean_absolute_error: 63.2587 - val_loss: 15229.6100 - val_mean_absolute_error: 104.3227
Epoch 4476/5000
148/148 [==============================] - 0s 68us/step - loss: 7149.8685 - mean_absolute_error: 63.2429 - val_loss: 15224.3635 - val_mean_absolute_error: 104.2985
Epoch 4477/5000
148/148 [==============================] - 0s 68us/step - loss: 7147.6723 - mean_absolute_error: 63.2277 - val_loss: 15219.6900 - val_mean_absolute_error: 104.2762
Epoch 4478/5000
148/148 [==============================] - 0s 68us/step - loss: 7145.8824 - mean_absolute_error: 63.2107 - val_loss: 15216.2814 - val_mean_absolute_error: 104.2577
Epoch 4479/5000
148/148 [==============================] - 0s 74us/step - loss: 7144.0382 - mean_absolute_error: 63.1959 - val_loss: 15212.6708 - val_mean_absolute_error: 104.2385
Epoch 4480/5000
148/148 [==============================] - 0s 81us/step - loss: 7143.8727 - mean_absolute_error: 63.1782 - val_loss: 15210.7532 - val_mean_absolute_error: 104.2271
Epoch 4481/5000
148/148 [==============================] - 0s 68us/step - loss: 7142.1820 - mean_absolute_error: 63.1569 - val_loss: 15208.4876 - val_mean_absolute_error: 104.2203
Epoch 4482/5000
148/148 [==============================] - 0s 74us/step - loss: 7140.2237 - mean_absolute_error: 63.1435 - val_loss: 15205.1045 - val_mean_absolute_error: 104.2067
Epoch 4483/5000
148/148 [==============================] - 0s 68us/step - loss: 7138.5053 - mean_absolute_error: 63.1266 - val_loss: 15201.8981 - val_mean_absolute_error: 104.1930
Epoch 4484/5000
148/148 [==============================] - 0s 74us/step - loss: 7137.3152 - mean_absolute_error: 63.1101 - val_loss: 15200.3587 - val_mean_absolute_error: 104.1878
Epoch 4485/5000
148/148 [==============================] - 0s 68us/step - loss: 7135.3156 - mean_absolute_error: 63.0953 - val_loss: 15197.6870 - val_mean_absolute_error: 104.1768
Epoch 4486/5000
148/148 [==============================] - 0s 68us/step - loss: 7133.9742 - mean_absolute_error: 63.0851 - val_loss: 15193.9924 - val_mean_absolute_error: 104.1588
Epoch 4487/5000
148/148 [==============================] - 0s 68us/step - loss: 7132.5522 - mean_absolute_error: 63.0739 - val_loss: 15189.1830 - val_mean_absolute_error: 104.1362
Epoch 4488/5000
148/148 [==============================] - 0s 74us/step - loss: 7130.4588 - mean_absolute_error: 63.0581 - val_loss: 15184.4314 - val_mean_absolute_error: 104.1107
Epoch 4489/5000
148/148 [==============================] - 0s 81us/step - loss: 7128.7695 - mean_absolute_error: 63.0410 - val_loss: 15179.5746 - val_mean_absolute_error: 104.0833
Epoch 4490/5000
148/148 [==============================] - 0s 68us/step - loss: 7126.3618 - mean_absolute_error: 63.0245 - val_loss: 15175.9859 - val_mean_absolute_error: 104.0617
Epoch 4491/5000
148/148 [==============================] - 0s 81us/step - loss: 7124.2035 - mean_absolute_error: 63.0099 - val_loss: 15173.5657 - val_mean_absolute_error: 104.0480
Epoch 4492/5000
148/148 [==============================] - 0s 68us/step - loss: 7122.4610 - mean_absolute_error: 62.9980 - val_loss: 15170.9398 - val_mean_absolute_error: 104.0341
Epoch 4493/5000
148/148 [==============================] - 0s 74us/step - loss: 7120.7614 - mean_absolute_error: 62.9888 - val_loss: 15166.4781 - val_mean_absolute_error: 104.0158
Epoch 4494/5000
148/148 [==============================] - 0s 81us/step - loss: 7118.9252 - mean_absolute_error: 62.9778 - val_loss: 15162.0192 - val_mean_absolute_error: 103.9964
Epoch 4495/5000
148/148 [==============================] - 0s 61us/step - loss: 7118.5389 - mean_absolute_error: 62.9766 - val_loss: 15157.3679 - val_mean_absolute_error: 103.9767
Epoch 4496/5000
148/148 [==============================] - 0s 81us/step - loss: 7115.5125 - mean_absolute_error: 62.9612 - val_loss: 15153.3885 - val_mean_absolute_error: 103.9590
Epoch 4497/5000
148/148 [==============================] - 0s 68us/step - loss: 7113.8305 - mean_absolute_error: 62.9524 - val_loss: 15149.6697 - val_mean_absolute_error: 103.9429
Epoch 4498/5000
148/148 [==============================] - 0s 68us/step - loss: 7111.8977 - mean_absolute_error: 62.9350 - val_loss: 15144.5166 - val_mean_absolute_error: 103.9222
Epoch 4499/5000
148/148 [==============================] - 0s 68us/step - loss: 7110.3023 - mean_absolute_error: 62.9178 - val_loss: 15139.0911 - val_mean_absolute_error: 103.8988
Epoch 4500/5000
148/148 [==============================] - 0s 81us/step - loss: 7108.3693 - mean_absolute_error: 62.9048 - val_loss: 15134.2495 - val_mean_absolute_error: 103.8769
Epoch 4501/5000
148/148 [==============================] - 0s 74us/step - loss: 7106.6094 - mean_absolute_error: 62.8948 - val_loss: 15130.2605 - val_mean_absolute_error: 103.8575
Epoch 4502/5000
148/148 [==============================] - 0s 68us/step - loss: 7105.0044 - mean_absolute_error: 62.8720 - val_loss: 15127.1435 - val_mean_absolute_error: 103.8379
Epoch 4503/5000
148/148 [==============================] - 0s 74us/step - loss: 7103.7797 - mean_absolute_error: 62.8493 - val_loss: 15121.3788 - val_mean_absolute_error: 103.8102
Epoch 4504/5000
148/148 [==============================] - 0s 81us/step - loss: 7101.8513 - mean_absolute_error: 62.8305 - val_loss: 15116.7231 - val_mean_absolute_error: 103.7885
Epoch 4505/5000
148/148 [==============================] - 0s 95us/step - loss: 7100.3642 - mean_absolute_error: 62.8177 - val_loss: 15113.1857 - val_mean_absolute_error: 103.7702
Epoch 4506/5000
148/148 [==============================] - 0s 81us/step - loss: 7098.3970 - mean_absolute_error: 62.8046 - val_loss: 15108.0904 - val_mean_absolute_error: 103.7426
Epoch 4507/5000
148/148 [==============================] - 0s 74us/step - loss: 7096.4402 - mean_absolute_error: 62.7909 - val_loss: 15103.7822 - val_mean_absolute_error: 103.7198
Epoch 4508/5000
148/148 [==============================] - 0s 88us/step - loss: 7094.8209 - mean_absolute_error: 62.7787 - val_loss: 15101.0221 - val_mean_absolute_error: 103.7050
Epoch 4509/5000
148/148 [==============================] - 0s 88us/step - loss: 7093.1153 - mean_absolute_error: 62.7676 - val_loss: 15099.3243 - val_mean_absolute_error: 103.6948
Epoch 4510/5000
148/148 [==============================] - 0s 74us/step - loss: 7091.4340 - mean_absolute_error: 62.7562 - val_loss: 15095.8542 - val_mean_absolute_error: 103.6773
Epoch 4511/5000
148/148 [==============================] - 0s 74us/step - loss: 7089.9326 - mean_absolute_error: 62.7435 - val_loss: 15091.4062 - val_mean_absolute_error: 103.6552
Epoch 4512/5000
148/148 [==============================] - 0s 88us/step - loss: 7088.1993 - mean_absolute_error: 62.7340 - val_loss: 15086.1134 - val_mean_absolute_error: 103.6312
Epoch 4513/5000
148/148 [==============================] - 0s 74us/step - loss: 7086.2496 - mean_absolute_error: 62.7239 - val_loss: 15082.7591 - val_mean_absolute_error: 103.6163
Epoch 4514/5000
148/148 [==============================] - 0s 81us/step - loss: 7084.6430 - mean_absolute_error: 62.7138 - val_loss: 15080.2173 - val_mean_absolute_error: 103.6051
Epoch 4515/5000
148/148 [==============================] - 0s 68us/step - loss: 7082.8904 - mean_absolute_error: 62.7032 - val_loss: 15077.3652 - val_mean_absolute_error: 103.5961
Epoch 4516/5000
148/148 [==============================] - 0s 81us/step - loss: 7081.6141 - mean_absolute_error: 62.6977 - val_loss: 15074.6610 - val_mean_absolute_error: 103.5848
Epoch 4517/5000
148/148 [==============================] - 0s 74us/step - loss: 7080.2263 - mean_absolute_error: 62.6929 - val_loss: 15071.2920 - val_mean_absolute_error: 103.5672
Epoch 4518/5000
148/148 [==============================] - 0s 74us/step - loss: 7077.1041 - mean_absolute_error: 62.7075 - val_loss: 15065.0544 - val_mean_absolute_error: 103.5398
Epoch 4519/5000
148/148 [==============================] - 0s 68us/step - loss: 7073.6108 - mean_absolute_error: 62.7350 - val_loss: 15059.7251 - val_mean_absolute_error: 103.5159
Epoch 4520/5000
148/148 [==============================] - 0s 74us/step - loss: 7071.4473 - mean_absolute_error: 62.7498 - val_loss: 15054.8391 - val_mean_absolute_error: 103.4952
Epoch 4521/5000
148/148 [==============================] - 0s 68us/step - loss: 7072.4070 - mean_absolute_error: 62.7851 - val_loss: 15047.4897 - val_mean_absolute_error: 103.4674
Epoch 4522/5000
148/148 [==============================] - 0s 81us/step - loss: 7069.3324 - mean_absolute_error: 62.8056 - val_loss: 15040.2134 - val_mean_absolute_error: 103.4379
Epoch 4523/5000
148/148 [==============================] - 0s 74us/step - loss: 7066.5549 - mean_absolute_error: 62.8111 - val_loss: 15034.3923 - val_mean_absolute_error: 103.4116
Epoch 4524/5000
148/148 [==============================] - 0s 74us/step - loss: 7066.4753 - mean_absolute_error: 62.8206 - val_loss: 15028.4164 - val_mean_absolute_error: 103.3846
Epoch 4525/5000
148/148 [==============================] - 0s 68us/step - loss: 7063.2005 - mean_absolute_error: 62.8040 - val_loss: 15023.9626 - val_mean_absolute_error: 103.3629
Epoch 4526/5000
148/148 [==============================] - 0s 128us/step - loss: 7060.8936 - mean_absolute_error: 62.7835 - val_loss: 15020.5975 - val_mean_absolute_error: 103.3466
Epoch 4527/5000
148/148 [==============================] - 0s 68us/step - loss: 7058.3838 - mean_absolute_error: 62.7656 - val_loss: 15018.2794 - val_mean_absolute_error: 103.3339
Epoch 4528/5000
148/148 [==============================] - 0s 81us/step - loss: 7056.6759 - mean_absolute_error: 62.7483 - val_loss: 15015.2963 - val_mean_absolute_error: 103.3178
Epoch 4529/5000
148/148 [==============================] - 0s 95us/step - loss: 7056.0324 - mean_absolute_error: 62.7283 - val_loss: 15013.1033 - val_mean_absolute_error: 103.3031
Epoch 4530/5000
148/148 [==============================] - 0s 81us/step - loss: 7053.4319 - mean_absolute_error: 62.7007 - val_loss: 15011.8319 - val_mean_absolute_error: 103.2961
Epoch 4531/5000
148/148 [==============================] - 0s 74us/step - loss: 7051.9996 - mean_absolute_error: 62.6864 - val_loss: 15008.0585 - val_mean_absolute_error: 103.2774
Epoch 4532/5000
148/148 [==============================] - 0s 68us/step - loss: 7050.6574 - mean_absolute_error: 62.6820 - val_loss: 15004.4586 - val_mean_absolute_error: 103.2612
Epoch 4533/5000
148/148 [==============================] - 0s 68us/step - loss: 7048.8106 - mean_absolute_error: 62.6734 - val_loss: 14999.9525 - val_mean_absolute_error: 103.2412
Epoch 4534/5000
148/148 [==============================] - 0s 68us/step - loss: 7047.8546 - mean_absolute_error: 62.6593 - val_loss: 14996.1712 - val_mean_absolute_error: 103.2234
Epoch 4535/5000
148/148 [==============================] - 0s 81us/step - loss: 7045.5994 - mean_absolute_error: 62.6392 - val_loss: 14992.8923 - val_mean_absolute_error: 103.2087
Epoch 4536/5000
148/148 [==============================] - 0s 68us/step - loss: 7044.4702 - mean_absolute_error: 62.6181 - val_loss: 14988.5287 - val_mean_absolute_error: 103.1862
Epoch 4537/5000
148/148 [==============================] - 0s 74us/step - loss: 7042.5923 - mean_absolute_error: 62.6005 - val_loss: 14984.2665 - val_mean_absolute_error: 103.1647
Epoch 4538/5000
148/148 [==============================] - 0s 68us/step - loss: 7040.8323 - mean_absolute_error: 62.5819 - val_loss: 14980.6948 - val_mean_absolute_error: 103.1470
Epoch 4539/5000
148/148 [==============================] - 0s 74us/step - loss: 7039.7465 - mean_absolute_error: 62.5593 - val_loss: 14978.9831 - val_mean_absolute_error: 103.1386
Epoch 4540/5000
148/148 [==============================] - 0s 81us/step - loss: 7038.5533 - mean_absolute_error: 62.5353 - val_loss: 14976.3168 - val_mean_absolute_error: 103.1257
Epoch 4541/5000
148/148 [==============================] - 0s 68us/step - loss: 7036.5691 - mean_absolute_error: 62.5203 - val_loss: 14974.3219 - val_mean_absolute_error: 103.1174
Epoch 4542/5000
148/148 [==============================] - 0s 74us/step - loss: 7035.6285 - mean_absolute_error: 62.5138 - val_loss: 14971.6177 - val_mean_absolute_error: 103.1054
Epoch 4543/5000
148/148 [==============================] - 0s 68us/step - loss: 7033.5965 - mean_absolute_error: 62.5028 - val_loss: 14965.9409 - val_mean_absolute_error: 103.0832
Epoch 4544/5000
148/148 [==============================] - 0s 74us/step - loss: 7032.3536 - mean_absolute_error: 62.4957 - val_loss: 14961.0859 - val_mean_absolute_error: 103.0616
Epoch 4545/5000
148/148 [==============================] - 0s 61us/step - loss: 7030.4114 - mean_absolute_error: 62.4845 - val_loss: 14957.5968 - val_mean_absolute_error: 103.0437
Epoch 4546/5000
148/148 [==============================] - 0s 74us/step - loss: 7028.9819 - mean_absolute_error: 62.4732 - val_loss: 14953.8307 - val_mean_absolute_error: 103.0267
Epoch 4547/5000
148/148 [==============================] - 0s 74us/step - loss: 7027.4615 - mean_absolute_error: 62.4609 - val_loss: 14949.7053 - val_mean_absolute_error: 103.0080
Epoch 4548/5000
148/148 [==============================] - 0s 68us/step - loss: 7025.9617 - mean_absolute_error: 62.4561 - val_loss: 14944.1063 - val_mean_absolute_error: 102.9845
Epoch 4549/5000
148/148 [==============================] - 0s 74us/step - loss: 7024.5165 - mean_absolute_error: 62.4563 - val_loss: 14940.3891 - val_mean_absolute_error: 102.9663
Epoch 4550/5000
148/148 [==============================] - 0s 74us/step - loss: 7022.2061 - mean_absolute_error: 62.4356 - val_loss: 14937.6978 - val_mean_absolute_error: 102.9513
Epoch 4551/5000
148/148 [==============================] - 0s 68us/step - loss: 7021.8613 - mean_absolute_error: 62.4154 - val_loss: 14935.5845 - val_mean_absolute_error: 102.9398
Epoch 4552/5000
148/148 [==============================] - 0s 81us/step - loss: 7020.0885 - mean_absolute_error: 62.3985 - val_loss: 14932.8873 - val_mean_absolute_error: 102.9266
Epoch 4553/5000
148/148 [==============================] - 0s 81us/step - loss: 7018.7698 - mean_absolute_error: 62.3871 - val_loss: 14929.6257 - val_mean_absolute_error: 102.9112
Epoch 4554/5000
148/148 [==============================] - 0s 81us/step - loss: 7017.4639 - mean_absolute_error: 62.3778 - val_loss: 14926.7512 - val_mean_absolute_error: 102.8965
Epoch 4555/5000
148/148 [==============================] - 0s 68us/step - loss: 7016.1244 - mean_absolute_error: 62.3687 - val_loss: 14925.0400 - val_mean_absolute_error: 102.8875
Epoch 4556/5000
148/148 [==============================] - 0s 88us/step - loss: 7015.2297 - mean_absolute_error: 62.3620 - val_loss: 14921.6741 - val_mean_absolute_error: 102.8714
Epoch 4557/5000
148/148 [==============================] - 0s 68us/step - loss: 7013.5342 - mean_absolute_error: 62.3521 - val_loss: 14918.3133 - val_mean_absolute_error: 102.8546
Epoch 4558/5000
148/148 [==============================] - 0s 68us/step - loss: 7012.2661 - mean_absolute_error: 62.3419 - val_loss: 14914.6100 - val_mean_absolute_error: 102.8363
Epoch 4559/5000
148/148 [==============================] - 0s 81us/step - loss: 7010.5306 - mean_absolute_error: 62.3325 - val_loss: 14911.0544 - val_mean_absolute_error: 102.8188
Epoch 4560/5000
148/148 [==============================] - 0s 81us/step - loss: 7009.5517 - mean_absolute_error: 62.3251 - val_loss: 14907.0296 - val_mean_absolute_error: 102.8009
Epoch 4561/5000
148/148 [==============================] - 0s 81us/step - loss: 7011.5732 - mean_absolute_error: 62.3658 - val_loss: 14899.9293 - val_mean_absolute_error: 102.7735
Epoch 4562/5000
148/148 [==============================] - 0s 88us/step - loss: 7004.2120 - mean_absolute_error: 62.3725 - val_loss: 14895.3247 - val_mean_absolute_error: 102.7538
Epoch 4563/5000
148/148 [==============================] - 0s 74us/step - loss: 7003.6240 - mean_absolute_error: 62.3861 - val_loss: 14890.7828 - val_mean_absolute_error: 102.7338
Epoch 4564/5000
148/148 [==============================] - 0s 74us/step - loss: 7001.9216 - mean_absolute_error: 62.3886 - val_loss: 14885.4059 - val_mean_absolute_error: 102.7086
Epoch 4565/5000
148/148 [==============================] - 0s 81us/step - loss: 6999.6461 - mean_absolute_error: 62.4046 - val_loss: 14878.8108 - val_mean_absolute_error: 102.6768
Epoch 4566/5000
148/148 [==============================] - 0s 68us/step - loss: 6999.4413 - mean_absolute_error: 62.4211 - val_loss: 14871.9755 - val_mean_absolute_error: 102.6433
Epoch 4567/5000
148/148 [==============================] - 0s 81us/step - loss: 6995.9615 - mean_absolute_error: 62.4180 - val_loss: 14867.3220 - val_mean_absolute_error: 102.6211
Epoch 4568/5000
148/148 [==============================] - 0s 81us/step - loss: 6995.1216 - mean_absolute_error: 62.4163 - val_loss: 14862.8984 - val_mean_absolute_error: 102.6000
Epoch 4569/5000
148/148 [==============================] - 0s 88us/step - loss: 6993.6468 - mean_absolute_error: 62.4072 - val_loss: 14860.6647 - val_mean_absolute_error: 102.5879
Epoch 4570/5000
148/148 [==============================] - 0s 88us/step - loss: 6992.6759 - mean_absolute_error: 62.3919 - val_loss: 14859.8240 - val_mean_absolute_error: 102.5789
Epoch 4571/5000
148/148 [==============================] - 0s 74us/step - loss: 6990.6378 - mean_absolute_error: 62.3597 - val_loss: 14857.6159 - val_mean_absolute_error: 102.5658
Epoch 4572/5000
148/148 [==============================] - 0s 88us/step - loss: 6988.9646 - mean_absolute_error: 62.3428 - val_loss: 14853.8514 - val_mean_absolute_error: 102.5467
Epoch 4573/5000
148/148 [==============================] - 0s 68us/step - loss: 6987.5013 - mean_absolute_error: 62.3277 - val_loss: 14850.8094 - val_mean_absolute_error: 102.5311
Epoch 4574/5000
148/148 [==============================] - 0s 81us/step - loss: 6985.1882 - mean_absolute_error: 62.3069 - val_loss: 14848.8695 - val_mean_absolute_error: 102.5194
Epoch 4575/5000
148/148 [==============================] - 0s 74us/step - loss: 6984.4034 - mean_absolute_error: 62.2809 - val_loss: 14847.5285 - val_mean_absolute_error: 102.5103
Epoch 4576/5000
148/148 [==============================] - 0s 88us/step - loss: 6982.5488 - mean_absolute_error: 62.2564 - val_loss: 14846.5116 - val_mean_absolute_error: 102.5032
Epoch 4577/5000
148/148 [==============================] - 0s 68us/step - loss: 6982.2747 - mean_absolute_error: 62.2298 - val_loss: 14845.9832 - val_mean_absolute_error: 102.4965
Epoch 4578/5000
148/148 [==============================] - 0s 81us/step - loss: 6980.6135 - mean_absolute_error: 62.2045 - val_loss: 14843.6393 - val_mean_absolute_error: 102.4855
Epoch 4579/5000
148/148 [==============================] - 0s 68us/step - loss: 6979.6154 - mean_absolute_error: 62.1863 - val_loss: 14840.9435 - val_mean_absolute_error: 102.4734
Epoch 4580/5000
148/148 [==============================] - 0s 74us/step - loss: 6978.6280 - mean_absolute_error: 62.1670 - val_loss: 14838.6745 - val_mean_absolute_error: 102.4627
Epoch 4581/5000
148/148 [==============================] - 0s 68us/step - loss: 6977.2291 - mean_absolute_error: 62.1503 - val_loss: 14836.1250 - val_mean_absolute_error: 102.4500
Epoch 4582/5000
148/148 [==============================] - 0s 74us/step - loss: 6975.5136 - mean_absolute_error: 62.1303 - val_loss: 14833.8111 - val_mean_absolute_error: 102.4367
Epoch 4583/5000
148/148 [==============================] - 0s 74us/step - loss: 6974.8241 - mean_absolute_error: 62.1192 - val_loss: 14829.6743 - val_mean_absolute_error: 102.4167
Epoch 4584/5000
148/148 [==============================] - 0s 68us/step - loss: 6973.1434 - mean_absolute_error: 62.1050 - val_loss: 14825.9966 - val_mean_absolute_error: 102.3988
Epoch 4585/5000
148/148 [==============================] - 0s 68us/step - loss: 6971.7800 - mean_absolute_error: 62.0955 - val_loss: 14822.6105 - val_mean_absolute_error: 102.3821
Epoch 4586/5000
148/148 [==============================] - 0s 68us/step - loss: 6970.2415 - mean_absolute_error: 62.0837 - val_loss: 14817.5387 - val_mean_absolute_error: 102.3566
Epoch 4587/5000
148/148 [==============================] - 0s 74us/step - loss: 6968.0827 - mean_absolute_error: 62.0767 - val_loss: 14813.7033 - val_mean_absolute_error: 102.3380
Epoch 4588/5000
148/148 [==============================] - 0s 88us/step - loss: 6966.9574 - mean_absolute_error: 62.0767 - val_loss: 14810.2933 - val_mean_absolute_error: 102.3209
Epoch 4589/5000
148/148 [==============================] - 0s 68us/step - loss: 6965.7008 - mean_absolute_error: 62.0714 - val_loss: 14807.7999 - val_mean_absolute_error: 102.3037
Epoch 4590/5000
148/148 [==============================] - 0s 81us/step - loss: 6963.6528 - mean_absolute_error: 62.0557 - val_loss: 14804.7196 - val_mean_absolute_error: 102.2842
Epoch 4591/5000
148/148 [==============================] - 0s 74us/step - loss: 6962.3487 - mean_absolute_error: 62.0405 - val_loss: 14800.9254 - val_mean_absolute_error: 102.2647
Epoch 4592/5000
148/148 [==============================] - 0s 68us/step - loss: 6960.7235 - mean_absolute_error: 62.0285 - val_loss: 14794.6122 - val_mean_absolute_error: 102.2387
Epoch 4593/5000
148/148 [==============================] - 0s 95us/step - loss: 6959.1066 - mean_absolute_error: 62.0197 - val_loss: 14790.4457 - val_mean_absolute_error: 102.2203
Epoch 4594/5000
148/148 [==============================] - 0s 74us/step - loss: 6957.7137 - mean_absolute_error: 62.0006 - val_loss: 14786.2836 - val_mean_absolute_error: 102.2001
Epoch 4595/5000
148/148 [==============================] - 0s 68us/step - loss: 6955.9604 - mean_absolute_error: 61.9798 - val_loss: 14780.2573 - val_mean_absolute_error: 102.1703
Epoch 4596/5000
148/148 [==============================] - 0s 68us/step - loss: 6954.2157 - mean_absolute_error: 61.9655 - val_loss: 14774.3296 - val_mean_absolute_error: 102.1413
Epoch 4597/5000
148/148 [==============================] - 0s 88us/step - loss: 6952.5414 - mean_absolute_error: 61.9530 - val_loss: 14769.5104 - val_mean_absolute_error: 102.1186
Epoch 4598/5000
148/148 [==============================] - 0s 81us/step - loss: 6951.6604 - mean_absolute_error: 61.9361 - val_loss: 14766.6895 - val_mean_absolute_error: 102.1045
Epoch 4599/5000
148/148 [==============================] - 0s 68us/step - loss: 6949.8393 - mean_absolute_error: 61.9210 - val_loss: 14762.9144 - val_mean_absolute_error: 102.0856
Epoch 4600/5000
148/148 [==============================] - 0s 74us/step - loss: 6947.3978 - mean_absolute_error: 61.9250 - val_loss: 14760.1543 - val_mean_absolute_error: 102.0695
Epoch 4601/5000
148/148 [==============================] - 0s 88us/step - loss: 6947.1208 - mean_absolute_error: 61.9319 - val_loss: 14757.0021 - val_mean_absolute_error: 102.0526
Epoch 4602/5000
148/148 [==============================] - 0s 68us/step - loss: 6945.0918 - mean_absolute_error: 61.9334 - val_loss: 14753.1265 - val_mean_absolute_error: 102.0337
Epoch 4603/5000
148/148 [==============================] - 0s 68us/step - loss: 6943.7268 - mean_absolute_error: 61.9288 - val_loss: 14751.2206 - val_mean_absolute_error: 102.0260
Epoch 4604/5000
148/148 [==============================] - 0s 68us/step - loss: 6942.4960 - mean_absolute_error: 61.9213 - val_loss: 14751.0664 - val_mean_absolute_error: 102.0264
Epoch 4605/5000
148/148 [==============================] - 0s 81us/step - loss: 6941.2654 - mean_absolute_error: 61.9123 - val_loss: 14748.5751 - val_mean_absolute_error: 102.0153
Epoch 4606/5000
148/148 [==============================] - 0s 68us/step - loss: 6940.1404 - mean_absolute_error: 61.9043 - val_loss: 14746.9691 - val_mean_absolute_error: 102.0090
Epoch 4607/5000
148/148 [==============================] - 0s 74us/step - loss: 6938.6787 - mean_absolute_error: 61.8948 - val_loss: 14744.3033 - val_mean_absolute_error: 101.9979
Epoch 4608/5000
148/148 [==============================] - 0s 81us/step - loss: 6937.5715 - mean_absolute_error: 61.8876 - val_loss: 14740.5076 - val_mean_absolute_error: 101.9801
Epoch 4609/5000
148/148 [==============================] - 0s 68us/step - loss: 6935.8817 - mean_absolute_error: 61.8763 - val_loss: 14736.7181 - val_mean_absolute_error: 101.9608
Epoch 4610/5000
148/148 [==============================] - 0s 88us/step - loss: 6934.2923 - mean_absolute_error: 61.8628 - val_loss: 14733.1361 - val_mean_absolute_error: 101.9411
Epoch 4611/5000
148/148 [==============================] - 0s 61us/step - loss: 6933.1490 - mean_absolute_error: 61.8526 - val_loss: 14729.2216 - val_mean_absolute_error: 101.9215
Epoch 4612/5000
148/148 [==============================] - 0s 81us/step - loss: 6932.2930 - mean_absolute_error: 61.8614 - val_loss: 14723.8721 - val_mean_absolute_error: 101.8964
Epoch 4613/5000
148/148 [==============================] - 0s 81us/step - loss: 6928.9324 - mean_absolute_error: 61.8648 - val_loss: 14720.3245 - val_mean_absolute_error: 101.8798
Epoch 4614/5000
148/148 [==============================] - 0s 68us/step - loss: 6929.5124 - mean_absolute_error: 61.8750 - val_loss: 14716.5505 - val_mean_absolute_error: 101.8624
Epoch 4615/5000
148/148 [==============================] - 0s 81us/step - loss: 6926.6956 - mean_absolute_error: 61.8637 - val_loss: 14713.8904 - val_mean_absolute_error: 101.8497
Epoch 4616/5000
148/148 [==============================] - 0s 74us/step - loss: 6923.4015 - mean_absolute_error: 61.8668 - val_loss: 14710.9492 - val_mean_absolute_error: 101.8352
Epoch 4617/5000
148/148 [==============================] - 0s 81us/step - loss: 6924.6723 - mean_absolute_error: 61.8836 - val_loss: 14709.1209 - val_mean_absolute_error: 101.8258
Epoch 4618/5000
148/148 [==============================] - 0s 68us/step - loss: 6922.6672 - mean_absolute_error: 61.8791 - val_loss: 14708.0479 - val_mean_absolute_error: 101.8159
Epoch 4619/5000
148/148 [==============================] - 0s 81us/step - loss: 6922.2046 - mean_absolute_error: 61.8727 - val_loss: 14704.6218 - val_mean_absolute_error: 101.7965
Epoch 4620/5000
148/148 [==============================] - 0s 81us/step - loss: 6916.7823 - mean_absolute_error: 61.8808 - val_loss: 14696.9783 - val_mean_absolute_error: 101.7630
Epoch 4621/5000
148/148 [==============================] - 0s 81us/step - loss: 6916.7754 - mean_absolute_error: 61.9216 - val_loss: 14689.8977 - val_mean_absolute_error: 101.7291
Epoch 4622/5000
148/148 [==============================] - 0s 88us/step - loss: 6919.2612 - mean_absolute_error: 61.9585 - val_loss: 14682.1156 - val_mean_absolute_error: 101.6921
Epoch 4623/5000
148/148 [==============================] - 0s 74us/step - loss: 6915.8958 - mean_absolute_error: 61.9800 - val_loss: 14675.7516 - val_mean_absolute_error: 101.6602
Epoch 4624/5000
148/148 [==============================] - 0s 88us/step - loss: 6915.3933 - mean_absolute_error: 61.9904 - val_loss: 14670.5589 - val_mean_absolute_error: 101.6325
Epoch 4625/5000
148/148 [==============================] - 0s 74us/step - loss: 6914.5259 - mean_absolute_error: 61.9926 - val_loss: 14666.4090 - val_mean_absolute_error: 101.6108
Epoch 4626/5000
148/148 [==============================] - 0s 74us/step - loss: 6913.0019 - mean_absolute_error: 61.9856 - val_loss: 14662.2002 - val_mean_absolute_error: 101.5901
Epoch 4627/5000
148/148 [==============================] - 0s 74us/step - loss: 6912.2394 - mean_absolute_error: 61.9751 - val_loss: 14657.7482 - val_mean_absolute_error: 101.5673
Epoch 4628/5000
148/148 [==============================] - 0s 88us/step - loss: 6910.4787 - mean_absolute_error: 61.9504 - val_loss: 14653.8499 - val_mean_absolute_error: 101.5459
Epoch 4629/5000
148/148 [==============================] - 0s 74us/step - loss: 6907.8077 - mean_absolute_error: 61.9268 - val_loss: 14650.7012 - val_mean_absolute_error: 101.5310
Epoch 4630/5000
148/148 [==============================] - 0s 81us/step - loss: 6906.7030 - mean_absolute_error: 61.9120 - val_loss: 14649.5908 - val_mean_absolute_error: 101.5267
Epoch 4631/5000
148/148 [==============================] - 0s 81us/step - loss: 6904.4928 - mean_absolute_error: 61.8937 - val_loss: 14647.3700 - val_mean_absolute_error: 101.5178
Epoch 4632/5000
148/148 [==============================] - 0s 81us/step - loss: 6902.9272 - mean_absolute_error: 61.8800 - val_loss: 14644.0657 - val_mean_absolute_error: 101.5023
Epoch 4633/5000
148/148 [==============================] - 0s 74us/step - loss: 6901.5570 - mean_absolute_error: 61.8682 - val_loss: 14641.4987 - val_mean_absolute_error: 101.4890
Epoch 4634/5000
148/148 [==============================] - 0s 68us/step - loss: 6899.7906 - mean_absolute_error: 61.8488 - val_loss: 14637.6325 - val_mean_absolute_error: 101.4692
Epoch 4635/5000
148/148 [==============================] - 0s 88us/step - loss: 6898.5766 - mean_absolute_error: 61.8378 - val_loss: 14634.1580 - val_mean_absolute_error: 101.4507
Epoch 4636/5000
148/148 [==============================] - 0s 68us/step - loss: 6896.4907 - mean_absolute_error: 61.8206 - val_loss: 14629.0498 - val_mean_absolute_error: 101.4236
Epoch 4637/5000
148/148 [==============================] - 0s 81us/step - loss: 6894.9632 - mean_absolute_error: 61.8053 - val_loss: 14624.4324 - val_mean_absolute_error: 101.4008
Epoch 4638/5000
148/148 [==============================] - 0s 81us/step - loss: 6893.3906 - mean_absolute_error: 61.7931 - val_loss: 14618.9291 - val_mean_absolute_error: 101.3728
Epoch 4639/5000
148/148 [==============================] - 0s 68us/step - loss: 6892.0876 - mean_absolute_error: 61.7757 - val_loss: 14613.3882 - val_mean_absolute_error: 101.3448
Epoch 4640/5000
148/148 [==============================] - 0s 81us/step - loss: 6890.0005 - mean_absolute_error: 61.7552 - val_loss: 14608.8068 - val_mean_absolute_error: 101.3205
Epoch 4641/5000
148/148 [==============================] - 0s 68us/step - loss: 6889.2250 - mean_absolute_error: 61.7391 - val_loss: 14604.6447 - val_mean_absolute_error: 101.2976
Epoch 4642/5000
148/148 [==============================] - 0s 88us/step - loss: 6887.4418 - mean_absolute_error: 61.7159 - val_loss: 14600.7469 - val_mean_absolute_error: 101.2760
Epoch 4643/5000
148/148 [==============================] - 0s 81us/step - loss: 6885.9069 - mean_absolute_error: 61.6944 - val_loss: 14598.4980 - val_mean_absolute_error: 101.2569
Epoch 4644/5000
148/148 [==============================] - 0s 61us/step - loss: 6883.6997 - mean_absolute_error: 61.6731 - val_loss: 14596.0371 - val_mean_absolute_error: 101.2386
Epoch 4645/5000
148/148 [==============================] - 0s 74us/step - loss: 6881.8833 - mean_absolute_error: 61.6582 - val_loss: 14593.5112 - val_mean_absolute_error: 101.2231
Epoch 4646/5000
148/148 [==============================] - 0s 74us/step - loss: 6881.6695 - mean_absolute_error: 61.6449 - val_loss: 14591.5502 - val_mean_absolute_error: 101.2108
Epoch 4647/5000
148/148 [==============================] - 0s 108us/step - loss: 6879.9896 - mean_absolute_error: 61.6202 - val_loss: 14590.0441 - val_mean_absolute_error: 101.2030
Epoch 4648/5000
148/148 [==============================] - 0s 74us/step - loss: 6877.8530 - mean_absolute_error: 61.6002 - val_loss: 14587.9572 - val_mean_absolute_error: 101.1908
Epoch 4649/5000
148/148 [==============================] - 0s 68us/step - loss: 6876.2580 - mean_absolute_error: 61.5810 - val_loss: 14585.4152 - val_mean_absolute_error: 101.1773
Epoch 4650/5000
148/148 [==============================] - 0s 81us/step - loss: 6875.2433 - mean_absolute_error: 61.5619 - val_loss: 14585.0212 - val_mean_absolute_error: 101.1757
Epoch 4651/5000
148/148 [==============================] - 0s 74us/step - loss: 6874.3755 - mean_absolute_error: 61.5459 - val_loss: 14583.3401 - val_mean_absolute_error: 101.1685
Epoch 4652/5000
148/148 [==============================] - 0s 81us/step - loss: 6872.7835 - mean_absolute_error: 61.5297 - val_loss: 14578.8337 - val_mean_absolute_error: 101.1510
Epoch 4653/5000
148/148 [==============================] - 0s 68us/step - loss: 6871.7019 - mean_absolute_error: 61.5179 - val_loss: 14574.4127 - val_mean_absolute_error: 101.1312
Epoch 4654/5000
148/148 [==============================] - 0s 88us/step - loss: 6870.0745 - mean_absolute_error: 61.5046 - val_loss: 14569.1436 - val_mean_absolute_error: 101.1062
Epoch 4655/5000
148/148 [==============================] - 0s 74us/step - loss: 6868.4062 - mean_absolute_error: 61.4885 - val_loss: 14566.1414 - val_mean_absolute_error: 101.0899
Epoch 4656/5000
148/148 [==============================] - 0s 88us/step - loss: 6867.2197 - mean_absolute_error: 61.4639 - val_loss: 14562.2184 - val_mean_absolute_error: 101.0672
Epoch 4657/5000
148/148 [==============================] - 0s 61us/step - loss: 6865.7510 - mean_absolute_error: 61.4463 - val_loss: 14559.2816 - val_mean_absolute_error: 101.0507
Epoch 4658/5000
148/148 [==============================] - 0s 88us/step - loss: 6863.9353 - mean_absolute_error: 61.4314 - val_loss: 14557.9838 - val_mean_absolute_error: 101.0439
Epoch 4659/5000
148/148 [==============================] - 0s 95us/step - loss: 6862.7714 - mean_absolute_error: 61.4231 - val_loss: 14555.0764 - val_mean_absolute_error: 101.0302
Epoch 4660/5000
148/148 [==============================] - 0s 74us/step - loss: 6861.4914 - mean_absolute_error: 61.4125 - val_loss: 14551.2329 - val_mean_absolute_error: 101.0151
Epoch 4661/5000
148/148 [==============================] - 0s 68us/step - loss: 6859.7360 - mean_absolute_error: 61.3977 - val_loss: 14548.3602 - val_mean_absolute_error: 101.0018
Epoch 4662/5000
148/148 [==============================] - 0s 68us/step - loss: 6860.0438 - mean_absolute_error: 61.3770 - val_loss: 14546.6723 - val_mean_absolute_error: 100.9941
Epoch 4663/5000
148/148 [==============================] - 0s 88us/step - loss: 6858.0029 - mean_absolute_error: 61.3633 - val_loss: 14546.1408 - val_mean_absolute_error: 100.9939
Epoch 4664/5000
148/148 [==============================] - 0s 74us/step - loss: 6856.8814 - mean_absolute_error: 61.3533 - val_loss: 14543.1611 - val_mean_absolute_error: 100.9800
Epoch 4665/5000
148/148 [==============================] - 0s 74us/step - loss: 6855.8433 - mean_absolute_error: 61.3433 - val_loss: 14540.1699 - val_mean_absolute_error: 100.9656
Epoch 4666/5000
148/148 [==============================] - 0s 81us/step - loss: 6854.0694 - mean_absolute_error: 61.3314 - val_loss: 14539.1848 - val_mean_absolute_error: 100.9596
Epoch 4667/5000
148/148 [==============================] - 0s 74us/step - loss: 6853.5708 - mean_absolute_error: 61.3192 - val_loss: 14535.3426 - val_mean_absolute_error: 100.9401
Epoch 4668/5000
148/148 [==============================] - 0s 81us/step - loss: 6852.0388 - mean_absolute_error: 61.3061 - val_loss: 14530.2198 - val_mean_absolute_error: 100.9137
Epoch 4669/5000
148/148 [==============================] - 0s 81us/step - loss: 6849.9276 - mean_absolute_error: 61.2911 - val_loss: 14525.0207 - val_mean_absolute_error: 100.8896
Epoch 4670/5000
148/148 [==============================] - 0s 68us/step - loss: 6848.5534 - mean_absolute_error: 61.2820 - val_loss: 14520.0475 - val_mean_absolute_error: 100.8657
Epoch 4671/5000
148/148 [==============================] - 0s 74us/step - loss: 6846.9495 - mean_absolute_error: 61.2714 - val_loss: 14518.3157 - val_mean_absolute_error: 100.8583
Epoch 4672/5000
148/148 [==============================] - 0s 68us/step - loss: 6845.2065 - mean_absolute_error: 61.2623 - val_loss: 14516.6838 - val_mean_absolute_error: 100.8527
Epoch 4673/5000
148/148 [==============================] - 0s 61us/step - loss: 6844.1961 - mean_absolute_error: 61.2563 - val_loss: 14516.3346 - val_mean_absolute_error: 100.8533
Epoch 4674/5000
148/148 [==============================] - 0s 68us/step - loss: 6842.9171 - mean_absolute_error: 61.2506 - val_loss: 14514.3686 - val_mean_absolute_error: 100.8460
Epoch 4675/5000
148/148 [==============================] - 0s 61us/step - loss: 6841.5442 - mean_absolute_error: 61.2449 - val_loss: 14512.3419 - val_mean_absolute_error: 100.8380
Epoch 4676/5000
148/148 [==============================] - 0s 68us/step - loss: 6840.1917 - mean_absolute_error: 61.2386 - val_loss: 14509.6407 - val_mean_absolute_error: 100.8271
Epoch 4677/5000
148/148 [==============================] - 0s 68us/step - loss: 6839.3977 - mean_absolute_error: 61.2293 - val_loss: 14506.9020 - val_mean_absolute_error: 100.8182
Epoch 4678/5000
148/148 [==============================] - 0s 61us/step - loss: 6838.9243 - mean_absolute_error: 61.2179 - val_loss: 14505.4425 - val_mean_absolute_error: 100.8113
Epoch 4679/5000
148/148 [==============================] - 0s 68us/step - loss: 6836.6337 - mean_absolute_error: 61.2039 - val_loss: 14502.6068 - val_mean_absolute_error: 100.7962
Epoch 4680/5000
148/148 [==============================] - 0s 81us/step - loss: 6835.0293 - mean_absolute_error: 61.1928 - val_loss: 14498.9729 - val_mean_absolute_error: 100.7772
Epoch 4681/5000
148/148 [==============================] - 0s 68us/step - loss: 6833.4494 - mean_absolute_error: 61.1859 - val_loss: 14495.4772 - val_mean_absolute_error: 100.7608
Epoch 4682/5000
148/148 [==============================] - 0s 74us/step - loss: 6831.7446 - mean_absolute_error: 61.1758 - val_loss: 14492.6491 - val_mean_absolute_error: 100.7491
Epoch 4683/5000
148/148 [==============================] - 0s 74us/step - loss: 6830.4815 - mean_absolute_error: 61.1680 - val_loss: 14488.9248 - val_mean_absolute_error: 100.7334
Epoch 4684/5000
148/148 [==============================] - 0s 81us/step - loss: 6829.4209 - mean_absolute_error: 61.1584 - val_loss: 14485.9891 - val_mean_absolute_error: 100.7207
Epoch 4685/5000
148/148 [==============================] - 0s 68us/step - loss: 6827.7595 - mean_absolute_error: 61.1465 - val_loss: 14482.2147 - val_mean_absolute_error: 100.7040
Epoch 4686/5000
148/148 [==============================] - 0s 74us/step - loss: 6826.1648 - mean_absolute_error: 61.1385 - val_loss: 14477.9482 - val_mean_absolute_error: 100.6855
Epoch 4687/5000
148/148 [==============================] - 0s 74us/step - loss: 6824.7196 - mean_absolute_error: 61.1308 - val_loss: 14473.9290 - val_mean_absolute_error: 100.6671
Epoch 4688/5000
148/148 [==============================] - 0s 68us/step - loss: 6823.4122 - mean_absolute_error: 61.1241 - val_loss: 14469.4708 - val_mean_absolute_error: 100.6478
Epoch 4689/5000
148/148 [==============================] - 0s 74us/step - loss: 6821.6017 - mean_absolute_error: 61.1172 - val_loss: 14465.7827 - val_mean_absolute_error: 100.6317
Epoch 4690/5000
148/148 [==============================] - 0s 68us/step - loss: 6820.2973 - mean_absolute_error: 61.1145 - val_loss: 14460.4201 - val_mean_absolute_error: 100.6103
Epoch 4691/5000
148/148 [==============================] - 0s 88us/step - loss: 6818.6527 - mean_absolute_error: 61.1089 - val_loss: 14457.1584 - val_mean_absolute_error: 100.5970
Epoch 4692/5000
148/148 [==============================] - 0s 68us/step - loss: 6818.1052 - mean_absolute_error: 61.1150 - val_loss: 14454.6252 - val_mean_absolute_error: 100.5872
Epoch 4693/5000
148/148 [==============================] - 0s 74us/step - loss: 6816.1551 - mean_absolute_error: 61.1142 - val_loss: 14452.3727 - val_mean_absolute_error: 100.5786
Epoch 4694/5000
148/148 [==============================] - 0s 68us/step - loss: 6814.3845 - mean_absolute_error: 61.1068 - val_loss: 14452.2940 - val_mean_absolute_error: 100.5827
Epoch 4695/5000
148/148 [==============================] - 0s 74us/step - loss: 6813.5100 - mean_absolute_error: 61.1012 - val_loss: 14451.4734 - val_mean_absolute_error: 100.5822
Epoch 4696/5000
148/148 [==============================] - 0s 68us/step - loss: 6811.9909 - mean_absolute_error: 61.0916 - val_loss: 14450.6710 - val_mean_absolute_error: 100.5806
Epoch 4697/5000
148/148 [==============================] - 0s 81us/step - loss: 6811.0203 - mean_absolute_error: 61.0783 - val_loss: 14450.1964 - val_mean_absolute_error: 100.5775
Epoch 4698/5000
148/148 [==============================] - 0s 68us/step - loss: 6809.3862 - mean_absolute_error: 61.0681 - val_loss: 14448.3423 - val_mean_absolute_error: 100.5688
Epoch 4699/5000
148/148 [==============================] - 0s 74us/step - loss: 6808.6443 - mean_absolute_error: 61.0657 - val_loss: 14444.9941 - val_mean_absolute_error: 100.5549
Epoch 4700/5000
148/148 [==============================] - 0s 74us/step - loss: 6808.9339 - mean_absolute_error: 61.0956 - val_loss: 14438.6309 - val_mean_absolute_error: 100.5328
Epoch 4701/5000
148/148 [==============================] - 0s 74us/step - loss: 6804.5803 - mean_absolute_error: 61.1265 - val_loss: 14434.8073 - val_mean_absolute_error: 100.5185
Epoch 4702/5000
148/148 [==============================] - 0s 74us/step - loss: 6805.1045 - mean_absolute_error: 61.1535 - val_loss: 14431.2695 - val_mean_absolute_error: 100.5040
Epoch 4703/5000
148/148 [==============================] - 0s 68us/step - loss: 6802.8485 - mean_absolute_error: 61.1524 - val_loss: 14427.6963 - val_mean_absolute_error: 100.4870
Epoch 4704/5000
148/148 [==============================] - 0s 74us/step - loss: 6798.8147 - mean_absolute_error: 61.1721 - val_loss: 14419.5600 - val_mean_absolute_error: 100.4528
Epoch 4705/5000
148/148 [==============================] - 0s 74us/step - loss: 6801.4429 - mean_absolute_error: 61.2194 - val_loss: 14414.7629 - val_mean_absolute_error: 100.4287
Epoch 4706/5000
148/148 [==============================] - 0s 74us/step - loss: 6800.8117 - mean_absolute_error: 61.2334 - val_loss: 14410.2236 - val_mean_absolute_error: 100.4040
Epoch 4707/5000
148/148 [==============================] - 0s 68us/step - loss: 6798.6295 - mean_absolute_error: 61.2286 - val_loss: 14406.1667 - val_mean_absolute_error: 100.3821
Epoch 4708/5000
148/148 [==============================] - 0s 74us/step - loss: 6796.6361 - mean_absolute_error: 61.2210 - val_loss: 14401.9829 - val_mean_absolute_error: 100.3615
Epoch 4709/5000
148/148 [==============================] - 0s 68us/step - loss: 6794.4352 - mean_absolute_error: 61.2027 - val_loss: 14398.4868 - val_mean_absolute_error: 100.3421
Epoch 4710/5000
148/148 [==============================] - 0s 68us/step - loss: 6792.0220 - mean_absolute_error: 61.1868 - val_loss: 14396.0881 - val_mean_absolute_error: 100.3299
Epoch 4711/5000
148/148 [==============================] - 0s 74us/step - loss: 6790.1413 - mean_absolute_error: 61.1720 - val_loss: 14394.5545 - val_mean_absolute_error: 100.3219
Epoch 4712/5000
148/148 [==============================] - 0s 74us/step - loss: 6788.8244 - mean_absolute_error: 61.1567 - val_loss: 14392.3506 - val_mean_absolute_error: 100.3107
Epoch 4713/5000
148/148 [==============================] - 0s 68us/step - loss: 6786.8361 - mean_absolute_error: 61.1295 - val_loss: 14389.9122 - val_mean_absolute_error: 100.2983
Epoch 4714/5000
148/148 [==============================] - 0s 74us/step - loss: 6785.3942 - mean_absolute_error: 61.1158 - val_loss: 14386.7610 - val_mean_absolute_error: 100.2829
Epoch 4715/5000
148/148 [==============================] - 0s 68us/step - loss: 6783.2356 - mean_absolute_error: 61.0998 - val_loss: 14383.0300 - val_mean_absolute_error: 100.2646
Epoch 4716/5000
148/148 [==============================] - 0s 74us/step - loss: 6781.9173 - mean_absolute_error: 61.0869 - val_loss: 14379.3104 - val_mean_absolute_error: 100.2450
Epoch 4717/5000
148/148 [==============================] - 0s 68us/step - loss: 6780.5240 - mean_absolute_error: 61.0646 - val_loss: 14377.4000 - val_mean_absolute_error: 100.2341
Epoch 4718/5000
148/148 [==============================] - 0s 74us/step - loss: 6780.2172 - mean_absolute_error: 61.0405 - val_loss: 14375.7486 - val_mean_absolute_error: 100.2233
Epoch 4719/5000
148/148 [==============================] - 0s 74us/step - loss: 6776.8155 - mean_absolute_error: 61.0087 - val_loss: 14373.7234 - val_mean_absolute_error: 100.2106
Epoch 4720/5000
148/148 [==============================] - 0s 81us/step - loss: 6774.5889 - mean_absolute_error: 60.9894 - val_loss: 14373.4089 - val_mean_absolute_error: 100.2051
Epoch 4721/5000
148/148 [==============================] - 0s 74us/step - loss: 6774.9221 - mean_absolute_error: 60.9703 - val_loss: 14372.6189 - val_mean_absolute_error: 100.1974
Epoch 4722/5000
148/148 [==============================] - 0s 68us/step - loss: 6774.2426 - mean_absolute_error: 60.9500 - val_loss: 14371.9144 - val_mean_absolute_error: 100.1930
Epoch 4723/5000
148/148 [==============================] - 0s 68us/step - loss: 6770.2567 - mean_absolute_error: 60.9261 - val_loss: 14371.8197 - val_mean_absolute_error: 100.1931
Epoch 4724/5000
148/148 [==============================] - 0s 74us/step - loss: 6768.7671 - mean_absolute_error: 60.9155 - val_loss: 14370.6945 - val_mean_absolute_error: 100.1893
Epoch 4725/5000
148/148 [==============================] - 0s 68us/step - loss: 6766.7586 - mean_absolute_error: 60.9027 - val_loss: 14370.2079 - val_mean_absolute_error: 100.1881
Epoch 4726/5000
148/148 [==============================] - 0s 68us/step - loss: 6765.9126 - mean_absolute_error: 60.8852 - val_loss: 14370.1888 - val_mean_absolute_error: 100.1890
Epoch 4727/5000
148/148 [==============================] - 0s 74us/step - loss: 6765.5661 - mean_absolute_error: 60.8663 - val_loss: 14368.3393 - val_mean_absolute_error: 100.1806
Epoch 4728/5000
148/148 [==============================] - 0s 74us/step - loss: 6763.9059 - mean_absolute_error: 60.8522 - val_loss: 14364.9108 - val_mean_absolute_error: 100.1670
Epoch 4729/5000
148/148 [==============================] - 0s 74us/step - loss: 6762.4088 - mean_absolute_error: 60.8391 - val_loss: 14361.6739 - val_mean_absolute_error: 100.1521
Epoch 4730/5000
148/148 [==============================] - 0s 74us/step - loss: 6760.7793 - mean_absolute_error: 60.8256 - val_loss: 14358.5796 - val_mean_absolute_error: 100.1369
Epoch 4731/5000
148/148 [==============================] - 0s 61us/step - loss: 6760.6734 - mean_absolute_error: 60.8128 - val_loss: 14355.3619 - val_mean_absolute_error: 100.1210
Epoch 4732/5000
148/148 [==============================] - 0s 81us/step - loss: 6759.9642 - mean_absolute_error: 60.8214 - val_loss: 14350.4219 - val_mean_absolute_error: 100.0986
Epoch 4733/5000
148/148 [==============================] - 0s 74us/step - loss: 6757.0556 - mean_absolute_error: 60.8334 - val_loss: 14346.0362 - val_mean_absolute_error: 100.0789
Epoch 4734/5000
148/148 [==============================] - 0s 74us/step - loss: 6754.8445 - mean_absolute_error: 60.8367 - val_loss: 14343.3152 - val_mean_absolute_error: 100.0678
Epoch 4735/5000
148/148 [==============================] - 0s 74us/step - loss: 6752.8009 - mean_absolute_error: 60.8328 - val_loss: 14341.6845 - val_mean_absolute_error: 100.0622
Epoch 4736/5000
148/148 [==============================] - 0s 74us/step - loss: 6751.0967 - mean_absolute_error: 60.8261 - val_loss: 14339.6949 - val_mean_absolute_error: 100.0547
Epoch 4737/5000
148/148 [==============================] - 0s 74us/step - loss: 6749.2586 - mean_absolute_error: 60.8174 - val_loss: 14336.6421 - val_mean_absolute_error: 100.0420
Epoch 4738/5000
148/148 [==============================] - 0s 68us/step - loss: 6747.4678 - mean_absolute_error: 60.8083 - val_loss: 14333.5920 - val_mean_absolute_error: 100.0313
Epoch 4739/5000
148/148 [==============================] - 0s 74us/step - loss: 6746.1116 - mean_absolute_error: 60.7986 - val_loss: 14327.5283 - val_mean_absolute_error: 100.0118
Epoch 4740/5000
148/148 [==============================] - 0s 68us/step - loss: 6744.3239 - mean_absolute_error: 60.7881 - val_loss: 14322.6591 - val_mean_absolute_error: 99.9937
Epoch 4741/5000
148/148 [==============================] - 0s 68us/step - loss: 6742.6004 - mean_absolute_error: 60.7778 - val_loss: 14319.1732 - val_mean_absolute_error: 99.9793
Epoch 4742/5000
148/148 [==============================] - 0s 68us/step - loss: 6741.2539 - mean_absolute_error: 60.7688 - val_loss: 14315.7934 - val_mean_absolute_error: 99.9629
Epoch 4743/5000
148/148 [==============================] - 0s 68us/step - loss: 6739.5403 - mean_absolute_error: 60.7528 - val_loss: 14313.9793 - val_mean_absolute_error: 99.9541
Epoch 4744/5000
148/148 [==============================] - 0s 68us/step - loss: 6738.3820 - mean_absolute_error: 60.7397 - val_loss: 14310.6666 - val_mean_absolute_error: 99.9398
Epoch 4745/5000
148/148 [==============================] - 0s 81us/step - loss: 6736.2456 - mean_absolute_error: 60.7293 - val_loss: 14306.9059 - val_mean_absolute_error: 99.9292
Epoch 4746/5000
148/148 [==============================] - 0s 68us/step - loss: 6735.5058 - mean_absolute_error: 60.7275 - val_loss: 14302.8314 - val_mean_absolute_error: 99.9146
Epoch 4747/5000
148/148 [==============================] - 0s 81us/step - loss: 6733.5005 - mean_absolute_error: 60.7202 - val_loss: 14297.7853 - val_mean_absolute_error: 99.8921
Epoch 4748/5000
148/148 [==============================] - 0s 74us/step - loss: 6729.2807 - mean_absolute_error: 60.7133 - val_loss: 14291.6371 - val_mean_absolute_error: 99.8621
Epoch 4749/5000
148/148 [==============================] - 0s 74us/step - loss: 6732.2624 - mean_absolute_error: 60.7471 - val_loss: 14286.0385 - val_mean_absolute_error: 99.8359
Epoch 4750/5000
148/148 [==============================] - 0s 74us/step - loss: 6728.2850 - mean_absolute_error: 60.7430 - val_loss: 14281.3986 - val_mean_absolute_error: 99.8130
Epoch 4751/5000
148/148 [==============================] - 0s 74us/step - loss: 6727.5049 - mean_absolute_error: 60.7414 - val_loss: 14276.0815 - val_mean_absolute_error: 99.7857
Epoch 4752/5000
148/148 [==============================] - 0s 74us/step - loss: 6725.7261 - mean_absolute_error: 60.7359 - val_loss: 14273.3023 - val_mean_absolute_error: 99.7704
Epoch 4753/5000
148/148 [==============================] - 0s 74us/step - loss: 6724.3389 - mean_absolute_error: 60.7217 - val_loss: 14272.5462 - val_mean_absolute_error: 99.7648
Epoch 4754/5000
148/148 [==============================] - 0s 68us/step - loss: 6722.7130 - mean_absolute_error: 60.7060 - val_loss: 14270.3175 - val_mean_absolute_error: 99.7521
Epoch 4755/5000
148/148 [==============================] - 0s 74us/step - loss: 6721.2707 - mean_absolute_error: 60.6940 - val_loss: 14267.9582 - val_mean_absolute_error: 99.7392
Epoch 4756/5000
148/148 [==============================] - 0s 68us/step - loss: 6720.4786 - mean_absolute_error: 60.6777 - val_loss: 14265.4337 - val_mean_absolute_error: 99.7259
Epoch 4757/5000
148/148 [==============================] - 0s 68us/step - loss: 6718.3613 - mean_absolute_error: 60.6497 - val_loss: 14262.7950 - val_mean_absolute_error: 99.7135
Epoch 4758/5000
148/148 [==============================] - 0s 68us/step - loss: 6716.5194 - mean_absolute_error: 60.6303 - val_loss: 14258.8314 - val_mean_absolute_error: 99.6931
Epoch 4759/5000
148/148 [==============================] - 0s 68us/step - loss: 6714.6627 - mean_absolute_error: 60.6108 - val_loss: 14257.7549 - val_mean_absolute_error: 99.6864
Epoch 4760/5000
148/148 [==============================] - 0s 74us/step - loss: 6712.8209 - mean_absolute_error: 60.5981 - val_loss: 14255.3221 - val_mean_absolute_error: 99.6753
Epoch 4761/5000
148/148 [==============================] - 0s 68us/step - loss: 6711.6041 - mean_absolute_error: 60.5883 - val_loss: 14253.6579 - val_mean_absolute_error: 99.6675
Epoch 4762/5000
148/148 [==============================] - 0s 68us/step - loss: 6709.5996 - mean_absolute_error: 60.5775 - val_loss: 14249.7508 - val_mean_absolute_error: 99.6486
Epoch 4763/5000
148/148 [==============================] - 0s 74us/step - loss: 6708.2217 - mean_absolute_error: 60.5655 - val_loss: 14246.8739 - val_mean_absolute_error: 99.6336
Epoch 4764/5000
148/148 [==============================] - 0s 68us/step - loss: 6706.4071 - mean_absolute_error: 60.5533 - val_loss: 14243.7309 - val_mean_absolute_error: 99.6183
Epoch 4765/5000
148/148 [==============================] - 0s 74us/step - loss: 6704.8909 - mean_absolute_error: 60.5482 - val_loss: 14241.3815 - val_mean_absolute_error: 99.6061
Epoch 4766/5000
148/148 [==============================] - 0s 68us/step - loss: 6702.4243 - mean_absolute_error: 60.5300 - val_loss: 14239.1069 - val_mean_absolute_error: 99.5915
Epoch 4767/5000
148/148 [==============================] - 0s 68us/step - loss: 6702.7444 - mean_absolute_error: 60.5045 - val_loss: 14236.9401 - val_mean_absolute_error: 99.5780
Epoch 4768/5000
148/148 [==============================] - 0s 74us/step - loss: 6700.5060 - mean_absolute_error: 60.4865 - val_loss: 14234.2134 - val_mean_absolute_error: 99.5651
Epoch 4769/5000
148/148 [==============================] - 0s 68us/step - loss: 6699.2716 - mean_absolute_error: 60.4747 - val_loss: 14230.8133 - val_mean_absolute_error: 99.5484
Epoch 4770/5000
148/148 [==============================] - 0s 74us/step - loss: 6697.8269 - mean_absolute_error: 60.4657 - val_loss: 14226.7565 - val_mean_absolute_error: 99.5302
Epoch 4771/5000
148/148 [==============================] - 0s 68us/step - loss: 6696.3495 - mean_absolute_error: 60.4511 - val_loss: 14222.5579 - val_mean_absolute_error: 99.5084
Epoch 4772/5000
148/148 [==============================] - 0s 74us/step - loss: 6697.9280 - mean_absolute_error: 60.4236 - val_loss: 14218.6266 - val_mean_absolute_error: 99.4842
Epoch 4773/5000
148/148 [==============================] - 0s 74us/step - loss: 6694.5753 - mean_absolute_error: 60.4171 - val_loss: 14211.4463 - val_mean_absolute_error: 99.4532
Epoch 4774/5000
148/148 [==============================] - 0s 74us/step - loss: 6690.6564 - mean_absolute_error: 60.4313 - val_loss: 14205.8730 - val_mean_absolute_error: 99.4278
Epoch 4775/5000
148/148 [==============================] - 0s 68us/step - loss: 6689.8810 - mean_absolute_error: 60.4448 - val_loss: 14200.9554 - val_mean_absolute_error: 99.4054
Epoch 4776/5000
148/148 [==============================] - 0s 88us/step - loss: 6687.9473 - mean_absolute_error: 60.4446 - val_loss: 14196.7933 - val_mean_absolute_error: 99.3838
Epoch 4777/5000
148/148 [==============================] - 0s 74us/step - loss: 6686.0424 - mean_absolute_error: 60.4375 - val_loss: 14194.1035 - val_mean_absolute_error: 99.3715
Epoch 4778/5000
148/148 [==============================] - 0s 68us/step - loss: 6684.6774 - mean_absolute_error: 60.4284 - val_loss: 14192.3866 - val_mean_absolute_error: 99.3632
Epoch 4779/5000
148/148 [==============================] - 0s 74us/step - loss: 6682.9355 - mean_absolute_error: 60.4157 - val_loss: 14191.2112 - val_mean_absolute_error: 99.3585
Epoch 4780/5000
148/148 [==============================] - 0s 74us/step - loss: 6681.7502 - mean_absolute_error: 60.4071 - val_loss: 14189.4613 - val_mean_absolute_error: 99.3466
Epoch 4781/5000
148/148 [==============================] - 0s 74us/step - loss: 6680.9403 - mean_absolute_error: 60.3951 - val_loss: 14188.1033 - val_mean_absolute_error: 99.3356
Epoch 4782/5000
148/148 [==============================] - 0s 68us/step - loss: 6678.8521 - mean_absolute_error: 60.3793 - val_loss: 14186.0420 - val_mean_absolute_error: 99.3253
Epoch 4783/5000
148/148 [==============================] - 0s 81us/step - loss: 6677.3316 - mean_absolute_error: 60.3689 - val_loss: 14184.7594 - val_mean_absolute_error: 99.3204
Epoch 4784/5000
148/148 [==============================] - 0s 68us/step - loss: 6677.0904 - mean_absolute_error: 60.3704 - val_loss: 14182.0580 - val_mean_absolute_error: 99.3091
Epoch 4785/5000
148/148 [==============================] - 0s 81us/step - loss: 6674.7448 - mean_absolute_error: 60.3617 - val_loss: 14177.8315 - val_mean_absolute_error: 99.2884
Epoch 4786/5000
148/148 [==============================] - 0s 68us/step - loss: 6672.8875 - mean_absolute_error: 60.3512 - val_loss: 14172.3640 - val_mean_absolute_error: 99.2607
Epoch 4787/5000
148/148 [==============================] - 0s 74us/step - loss: 6670.8843 - mean_absolute_error: 60.3468 - val_loss: 14169.1251 - val_mean_absolute_error: 99.2425
Epoch 4788/5000
148/148 [==============================] - 0s 74us/step - loss: 6670.2118 - mean_absolute_error: 60.3316 - val_loss: 14166.9980 - val_mean_absolute_error: 99.2324
Epoch 4789/5000
148/148 [==============================] - 0s 68us/step - loss: 6667.8851 - mean_absolute_error: 60.3155 - val_loss: 14163.8740 - val_mean_absolute_error: 99.2175
Epoch 4790/5000
148/148 [==============================] - 0s 68us/step - loss: 6666.1057 - mean_absolute_error: 60.3065 - val_loss: 14159.3945 - val_mean_absolute_error: 99.1942
Epoch 4791/5000
148/148 [==============================] - 0s 74us/step - loss: 6664.1437 - mean_absolute_error: 60.2924 - val_loss: 14156.6051 - val_mean_absolute_error: 99.1792
Epoch 4792/5000
148/148 [==============================] - 0s 74us/step - loss: 6662.6436 - mean_absolute_error: 60.2772 - val_loss: 14153.7223 - val_mean_absolute_error: 99.1642
Epoch 4793/5000
148/148 [==============================] - 0s 74us/step - loss: 6662.4763 - mean_absolute_error: 60.2576 - val_loss: 14151.3568 - val_mean_absolute_error: 99.1510
Epoch 4794/5000
148/148 [==============================] - 0s 74us/step - loss: 6660.1496 - mean_absolute_error: 60.2318 - val_loss: 14147.3407 - val_mean_absolute_error: 99.1305
Epoch 4795/5000
148/148 [==============================] - 0s 74us/step - loss: 6658.6892 - mean_absolute_error: 60.2205 - val_loss: 14141.7997 - val_mean_absolute_error: 99.1029
Epoch 4796/5000
148/148 [==============================] - 0s 68us/step - loss: 6657.0325 - mean_absolute_error: 60.2047 - val_loss: 14137.0795 - val_mean_absolute_error: 99.0773
Epoch 4797/5000
148/148 [==============================] - 0s 74us/step - loss: 6655.4625 - mean_absolute_error: 60.1778 - val_loss: 14134.3032 - val_mean_absolute_error: 99.0591
Epoch 4798/5000
148/148 [==============================] - 0s 74us/step - loss: 6655.7194 - mean_absolute_error: 60.1596 - val_loss: 14130.1008 - val_mean_absolute_error: 99.0332
Epoch 4799/5000
148/148 [==============================] - 0s 68us/step - loss: 6653.5667 - mean_absolute_error: 60.1364 - val_loss: 14125.8075 - val_mean_absolute_error: 99.0116
Epoch 4800/5000
148/148 [==============================] - 0s 74us/step - loss: 6652.1077 - mean_absolute_error: 60.1210 - val_loss: 14122.4738 - val_mean_absolute_error: 98.9943
Epoch 4801/5000
148/148 [==============================] - 0s 74us/step - loss: 6650.5908 - mean_absolute_error: 60.1113 - val_loss: 14118.7788 - val_mean_absolute_error: 98.9783
Epoch 4802/5000
148/148 [==============================] - 0s 74us/step - loss: 6649.1487 - mean_absolute_error: 60.0968 - val_loss: 14117.0542 - val_mean_absolute_error: 98.9707
Epoch 4803/5000
148/148 [==============================] - 0s 68us/step - loss: 6646.9974 - mean_absolute_error: 60.0798 - val_loss: 14113.8330 - val_mean_absolute_error: 98.9564
Epoch 4804/5000
148/148 [==============================] - 0s 68us/step - loss: 6645.3185 - mean_absolute_error: 60.0678 - val_loss: 14110.1337 - val_mean_absolute_error: 98.9396
Epoch 4805/5000
148/148 [==============================] - 0s 74us/step - loss: 6643.5026 - mean_absolute_error: 60.0599 - val_loss: 14104.9176 - val_mean_absolute_error: 98.9140
Epoch 4806/5000
148/148 [==============================] - 0s 74us/step - loss: 6641.6818 - mean_absolute_error: 60.0550 - val_loss: 14101.3039 - val_mean_absolute_error: 98.8936
Epoch 4807/5000
148/148 [==============================] - 0s 68us/step - loss: 6639.1578 - mean_absolute_error: 60.0448 - val_loss: 14097.9829 - val_mean_absolute_error: 98.8752
Epoch 4808/5000
148/148 [==============================] - 0s 74us/step - loss: 6637.2043 - mean_absolute_error: 60.0365 - val_loss: 14094.1401 - val_mean_absolute_error: 98.8546
Epoch 4809/5000
148/148 [==============================] - 0s 74us/step - loss: 6634.7863 - mean_absolute_error: 60.0295 - val_loss: 14091.1227 - val_mean_absolute_error: 98.8431
Epoch 4810/5000
148/148 [==============================] - 0s 74us/step - loss: 6633.4736 - mean_absolute_error: 60.0272 - val_loss: 14088.5289 - val_mean_absolute_error: 98.8352
Epoch 4811/5000
148/148 [==============================] - 0s 101us/step - loss: 6630.9343 - mean_absolute_error: 60.0257 - val_loss: 14084.8282 - val_mean_absolute_error: 98.8219
Epoch 4812/5000
148/148 [==============================] - 0s 81us/step - loss: 6629.1219 - mean_absolute_error: 60.0247 - val_loss: 14081.2551 - val_mean_absolute_error: 98.8062
Epoch 4813/5000
148/148 [==============================] - 0s 74us/step - loss: 6626.9842 - mean_absolute_error: 60.0175 - val_loss: 14076.9064 - val_mean_absolute_error: 98.7853
Epoch 4814/5000
148/148 [==============================] - 0s 68us/step - loss: 6625.1024 - mean_absolute_error: 60.0123 - val_loss: 14072.4579 - val_mean_absolute_error: 98.7651
Epoch 4815/5000
148/148 [==============================] - 0s 68us/step - loss: 6623.1090 - mean_absolute_error: 60.0055 - val_loss: 14067.6349 - val_mean_absolute_error: 98.7408
Epoch 4816/5000
148/148 [==============================] - 0s 74us/step - loss: 6621.4493 - mean_absolute_error: 59.9970 - val_loss: 14064.1011 - val_mean_absolute_error: 98.7206
Epoch 4817/5000
148/148 [==============================] - 0s 68us/step - loss: 6619.6057 - mean_absolute_error: 59.9925 - val_loss: 14059.6877 - val_mean_absolute_error: 98.7009
Epoch 4818/5000
148/148 [==============================] - 0s 68us/step - loss: 6617.9242 - mean_absolute_error: 59.9880 - val_loss: 14057.1271 - val_mean_absolute_error: 98.6891
Epoch 4819/5000
148/148 [==============================] - 0s 68us/step - loss: 6616.5448 - mean_absolute_error: 59.9751 - val_loss: 14058.7537 - val_mean_absolute_error: 98.6927
Epoch 4820/5000
148/148 [==============================] - 0s 68us/step - loss: 6615.2076 - mean_absolute_error: 59.9631 - val_loss: 14060.6424 - val_mean_absolute_error: 98.7004
Out[55]:
<keras.callbacks.History at 0x2073d2b7908>
In [56]:
model = Sequential()
model.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model.add(Dense(1))
model.compile(optimizer='adam',
loss='mse',
metrics=['mae'])
In [57]:
model.fit(standardized_X,
 y_train,
 batch_size=36,
 epochs=5000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/5000
148/148 [==============================] - 0s 2ms/step - loss: 95917.8526 - mean_absolute_error: 266.6182 - val_loss: 160041.3994 - val_mean_absolute_error: 378.5267
Epoch 2/5000
148/148 [==============================] - 0s 68us/step - loss: 95865.9654 - mean_absolute_error: 266.5374 - val_loss: 159976.2681 - val_mean_absolute_error: 378.4475
Epoch 3/5000
148/148 [==============================] - 0s 74us/step - loss: 95816.5705 - mean_absolute_error: 266.4605 - val_loss: 159912.3475 - val_mean_absolute_error: 378.3696
Epoch 4/5000
148/148 [==============================] - 0s 74us/step - loss: 95769.5184 - mean_absolute_error: 266.3860 - val_loss: 159848.3881 - val_mean_absolute_error: 378.2914
Epoch 5/5000
148/148 [==============================] - 0s 88us/step - loss: 95721.3538 - mean_absolute_error: 266.3104 - val_loss: 159786.5944 - val_mean_absolute_error: 378.2159
Epoch 6/5000
148/148 [==============================] - 0s 88us/step - loss: 95676.8830 - mean_absolute_error: 266.2381 - val_loss: 159722.6056 - val_mean_absolute_error: 378.1377
Epoch 7/5000
148/148 [==============================] - 0s 88us/step - loss: 95629.3319 - mean_absolute_error: 266.1619 - val_loss: 159655.9688 - val_mean_absolute_error: 378.0564
Epoch 8/5000
148/148 [==============================] - 0s 74us/step - loss: 95580.8748 - mean_absolute_error: 266.0849 - val_loss: 159591.5706 - val_mean_absolute_error: 377.9778
Epoch 9/5000
148/148 [==============================] - 0s 68us/step - loss: 95533.5752 - mean_absolute_error: 266.0066 - val_loss: 159526.1031 - val_mean_absolute_error: 377.8976
Epoch 10/5000
148/148 [==============================] - 0s 88us/step - loss: 95485.0270 - mean_absolute_error: 265.9230 - val_loss: 159460.1700 - val_mean_absolute_error: 377.8168
Epoch 11/5000
148/148 [==============================] - 0s 74us/step - loss: 95436.0089 - mean_absolute_error: 265.8397 - val_loss: 159392.8169 - val_mean_absolute_error: 377.7342
Epoch 12/5000
148/148 [==============================] - 0s 81us/step - loss: 95386.0163 - mean_absolute_error: 265.7572 - val_loss: 159320.6806 - val_mean_absolute_error: 377.6462
Epoch 13/5000
148/148 [==============================] - 0s 108us/step - loss: 95333.6622 - mean_absolute_error: 265.6723 - val_loss: 159245.3050 - val_mean_absolute_error: 377.5544
Epoch 14/5000
148/148 [==============================] - 0s 74us/step - loss: 95280.8877 - mean_absolute_error: 265.5886 - val_loss: 159168.2444 - val_mean_absolute_error: 377.4605
Epoch 15/5000
148/148 [==============================] - 0s 101us/step - loss: 95225.7029 - mean_absolute_error: 265.5014 - val_loss: 159088.0831 - val_mean_absolute_error: 377.3629
Epoch 16/5000
148/148 [==============================] - 0s 101us/step - loss: 95169.0538 - mean_absolute_error: 265.4111 - val_loss: 159007.4062 - val_mean_absolute_error: 377.2647
Epoch 17/5000
148/148 [==============================] - 0s 101us/step - loss: 95114.1850 - mean_absolute_error: 265.3231 - val_loss: 158923.1313 - val_mean_absolute_error: 377.1622
Epoch 18/5000
148/148 [==============================] - 0s 115us/step - loss: 95054.7736 - mean_absolute_error: 265.2299 - val_loss: 158839.0169 - val_mean_absolute_error: 377.0596
Epoch 19/5000
148/148 [==============================] - 0s 101us/step - loss: 94994.9584 - mean_absolute_error: 265.1372 - val_loss: 158756.5200 - val_mean_absolute_error: 376.9587
Epoch 20/5000
148/148 [==============================] - 0s 135us/step - loss: 94935.4623 - mean_absolute_error: 265.0431 - val_loss: 158674.5681 - val_mean_absolute_error: 376.8583
Epoch 21/5000
148/148 [==============================] - 0s 115us/step - loss: 94877.7701 - mean_absolute_error: 264.9515 - val_loss: 158590.3438 - val_mean_absolute_error: 376.7548
Epoch 22/5000
148/148 [==============================] - 0s 95us/step - loss: 94817.0811 - mean_absolute_error: 264.8541 - val_loss: 158503.1481 - val_mean_absolute_error: 376.6479
Epoch 23/5000
148/148 [==============================] - 0s 122us/step - loss: 94755.0737 - mean_absolute_error: 264.7545 - val_loss: 158412.1412 - val_mean_absolute_error: 376.5364
Epoch 24/5000
148/148 [==============================] - 0s 88us/step - loss: 94692.2327 - mean_absolute_error: 264.6542 - val_loss: 158318.9194 - val_mean_absolute_error: 376.4223
Epoch 25/5000
148/148 [==============================] - 0s 101us/step - loss: 94626.6723 - mean_absolute_error: 264.5475 - val_loss: 158222.7625 - val_mean_absolute_error: 376.3046
Epoch 26/5000
148/148 [==============================] - 0s 101us/step - loss: 94558.3908 - mean_absolute_error: 264.4393 - val_loss: 158123.6088 - val_mean_absolute_error: 376.1836
Epoch 27/5000
148/148 [==============================] - 0s 95us/step - loss: 94491.6565 - mean_absolute_error: 264.3309 - val_loss: 158021.3500 - val_mean_absolute_error: 376.0592
Epoch 28/5000
148/148 [==============================] - 0s 122us/step - loss: 94420.6864 - mean_absolute_error: 264.2180 - val_loss: 157921.2394 - val_mean_absolute_error: 375.9369
Epoch 29/5000
148/148 [==============================] - 0s 88us/step - loss: 94352.3433 - mean_absolute_error: 264.1072 - val_loss: 157819.0431 - val_mean_absolute_error: 375.8119
Epoch 30/5000
148/148 [==============================] - 0s 68us/step - loss: 94281.6685 - mean_absolute_error: 263.9914 - val_loss: 157713.2812 - val_mean_absolute_error: 375.6826
Epoch 31/5000
148/148 [==============================] - 0s 88us/step - loss: 94206.7111 - mean_absolute_error: 263.8698 - val_loss: 157604.2412 - val_mean_absolute_error: 375.5498
Epoch 32/5000
148/148 [==============================] - 0s 88us/step - loss: 94132.6393 - mean_absolute_error: 263.7458 - val_loss: 157488.0419 - val_mean_absolute_error: 375.4083
Epoch 33/5000
148/148 [==============================] - 0s 88us/step - loss: 94053.4231 - mean_absolute_error: 263.6199 - val_loss: 157373.8575 - val_mean_absolute_error: 375.2693
Epoch 34/5000
148/148 [==============================] - 0s 88us/step - loss: 93972.3632 - mean_absolute_error: 263.4890 - val_loss: 157256.2494 - val_mean_absolute_error: 375.1266
Epoch 35/5000
148/148 [==============================] - 0s 81us/step - loss: 93893.4920 - mean_absolute_error: 263.3629 - val_loss: 157133.4519 - val_mean_absolute_error: 374.9776
Epoch 36/5000
148/148 [==============================] - 0s 81us/step - loss: 93813.2610 - mean_absolute_error: 263.2332 - val_loss: 157006.4237 - val_mean_absolute_error: 374.8231
Epoch 37/5000
148/148 [==============================] - 0s 122us/step - loss: 93727.5813 - mean_absolute_error: 263.0992 - val_loss: 156875.2900 - val_mean_absolute_error: 374.6639
Epoch 38/5000
148/148 [==============================] - 0s 128us/step - loss: 93638.8718 - mean_absolute_error: 262.9596 - val_loss: 156742.7794 - val_mean_absolute_error: 374.5026
Epoch 39/5000
148/148 [==============================] - 0s 122us/step - loss: 93546.5222 - mean_absolute_error: 262.8165 - val_loss: 156599.0894 - val_mean_absolute_error: 374.3278
Epoch 40/5000
148/148 [==============================] - 0s 101us/step - loss: 93450.6786 - mean_absolute_error: 262.6682 - val_loss: 156448.9200 - val_mean_absolute_error: 374.1453
Epoch 41/5000
148/148 [==============================] - 0s 101us/step - loss: 93349.3220 - mean_absolute_error: 262.5100 - val_loss: 156300.6363 - val_mean_absolute_error: 373.9644
Epoch 42/5000
148/148 [==============================] - 0s 108us/step - loss: 93249.2232 - mean_absolute_error: 262.3534 - val_loss: 156144.5150 - val_mean_absolute_error: 373.7742
Epoch 43/5000
148/148 [==============================] - 0s 122us/step - loss: 93144.3135 - mean_absolute_error: 262.1928 - val_loss: 155986.8781 - val_mean_absolute_error: 373.5813
Epoch 44/5000
148/148 [==============================] - 0s 108us/step - loss: 93040.2520 - mean_absolute_error: 262.0298 - val_loss: 155836.4838 - val_mean_absolute_error: 373.3967
Epoch 45/5000
148/148 [==============================] - 0s 101us/step - loss: 92937.8104 - mean_absolute_error: 261.8707 - val_loss: 155683.7712 - val_mean_absolute_error: 373.2092
Epoch 46/5000
148/148 [==============================] - 0s 122us/step - loss: 92832.7160 - mean_absolute_error: 261.7074 - val_loss: 155521.4575 - val_mean_absolute_error: 373.0101
Epoch 47/5000
148/148 [==============================] - 0s 142us/step - loss: 92722.0585 - mean_absolute_error: 261.5330 - val_loss: 155356.5856 - val_mean_absolute_error: 372.8082
Epoch 48/5000
148/148 [==============================] - 0s 101us/step - loss: 92606.9812 - mean_absolute_error: 261.3534 - val_loss: 155198.0706 - val_mean_absolute_error: 372.6135
Epoch 49/5000
148/148 [==============================] - 0s 101us/step - loss: 92497.3028 - mean_absolute_error: 261.1786 - val_loss: 155033.7094 - val_mean_absolute_error: 372.4111
Epoch 50/5000
148/148 [==============================] - 0s 101us/step - loss: 92381.7217 - mean_absolute_error: 260.9983 - val_loss: 154870.5069 - val_mean_absolute_error: 372.2100
Epoch 51/5000
148/148 [==============================] - 0s 115us/step - loss: 92266.3685 - mean_absolute_error: 260.8179 - val_loss: 154697.9119 - val_mean_absolute_error: 371.9978
Epoch 52/5000
148/148 [==============================] - 0s 115us/step - loss: 92149.9761 - mean_absolute_error: 260.6345 - val_loss: 154524.6613 - val_mean_absolute_error: 371.7843
Epoch 53/5000
148/148 [==============================] - 0s 95us/step - loss: 92027.6396 - mean_absolute_error: 260.4440 - val_loss: 154341.9237 - val_mean_absolute_error: 371.5591
Epoch 54/5000
148/148 [==============================] - 0s 122us/step - loss: 91902.7574 - mean_absolute_error: 260.2514 - val_loss: 154161.7162 - val_mean_absolute_error: 371.3370
Epoch 55/5000
148/148 [==============================] - 0s 101us/step - loss: 91779.3323 - mean_absolute_error: 260.0562 - val_loss: 153975.8513 - val_mean_absolute_error: 371.1078
Epoch 56/5000
148/148 [==============================] - 0s 88us/step - loss: 91649.5505 - mean_absolute_error: 259.8537 - val_loss: 153789.4488 - val_mean_absolute_error: 370.8776
Epoch 57/5000
148/148 [==============================] - 0s 88us/step - loss: 91518.4003 - mean_absolute_error: 259.6509 - val_loss: 153588.5400 - val_mean_absolute_error: 370.6300
Epoch 58/5000
148/148 [==============================] - 0s 95us/step - loss: 91382.7935 - mean_absolute_error: 259.4418 - val_loss: 153378.5419 - val_mean_absolute_error: 370.3717
Epoch 59/5000
148/148 [==============================] - 0s 88us/step - loss: 91236.2293 - mean_absolute_error: 259.2194 - val_loss: 153158.0719 - val_mean_absolute_error: 370.1006
Epoch 60/5000
148/148 [==============================] - 0s 95us/step - loss: 91087.2033 - mean_absolute_error: 258.9927 - val_loss: 152938.8362 - val_mean_absolute_error: 369.8302
Epoch 61/5000
148/148 [==============================] - 0s 115us/step - loss: 90938.5021 - mean_absolute_error: 258.7647 - val_loss: 152723.7881 - val_mean_absolute_error: 369.5648
Epoch 62/5000
148/148 [==============================] - 0s 101us/step - loss: 90789.6907 - mean_absolute_error: 258.5358 - val_loss: 152499.2256 - val_mean_absolute_error: 369.2886
Epoch 63/5000
148/148 [==============================] - 0s 101us/step - loss: 90638.4812 - mean_absolute_error: 258.3028 - val_loss: 152260.8950 - val_mean_absolute_error: 368.9957
Epoch 64/5000
148/148 [==============================] - 0s 101us/step - loss: 90469.0583 - mean_absolute_error: 258.0470 - val_loss: 152021.3344 - val_mean_absolute_error: 368.7012
Epoch 65/5000
148/148 [==============================] - 0s 88us/step - loss: 90309.5570 - mean_absolute_error: 257.8013 - val_loss: 151763.2737 - val_mean_absolute_error: 368.3829
Epoch 66/5000
148/148 [==============================] - 0s 101us/step - loss: 90134.3418 - mean_absolute_error: 257.5378 - val_loss: 151512.4169 - val_mean_absolute_error: 368.0726
Epoch 67/5000
148/148 [==============================] - 0s 115us/step - loss: 89962.6191 - mean_absolute_error: 257.2768 - val_loss: 151257.0069 - val_mean_absolute_error: 367.7565
Epoch 68/5000
148/148 [==============================] - 0s 128us/step - loss: 89788.3659 - mean_absolute_error: 257.0088 - val_loss: 150988.2644 - val_mean_absolute_error: 367.4238
Epoch 69/5000
148/148 [==============================] - 0s 189us/step - loss: 89609.3543 - mean_absolute_error: 256.7332 - val_loss: 150711.5181 - val_mean_absolute_error: 367.0811
Epoch 70/5000
148/148 [==============================] - 0s 203us/step - loss: 89415.7544 - mean_absolute_error: 256.4397 - val_loss: 150435.8956 - val_mean_absolute_error: 366.7403
Epoch 71/5000
148/148 [==============================] - 0s 209us/step - loss: 89226.5775 - mean_absolute_error: 256.1532 - val_loss: 150147.4819 - val_mean_absolute_error: 366.3842
Epoch 72/5000
148/148 [==============================] - 0s 135us/step - loss: 89033.6677 - mean_absolute_error: 255.8589 - val_loss: 149860.6381 - val_mean_absolute_error: 366.0282
Epoch 73/5000
148/148 [==============================] - 0s 162us/step - loss: 88842.4257 - mean_absolute_error: 255.5676 - val_loss: 149567.4587 - val_mean_absolute_error: 365.6646
Epoch 74/5000
148/148 [==============================] - 0s 122us/step - loss: 88648.3201 - mean_absolute_error: 255.2714 - val_loss: 149274.9738 - val_mean_absolute_error: 365.3009
Epoch 75/5000
148/148 [==============================] - 0s 115us/step - loss: 88451.8625 - mean_absolute_error: 254.9730 - val_loss: 148973.0250 - val_mean_absolute_error: 364.9256
Epoch 76/5000
148/148 [==============================] - 0s 122us/step - loss: 88249.6182 - mean_absolute_error: 254.6629 - val_loss: 148666.8056 - val_mean_absolute_error: 364.5451
Epoch 77/5000
148/148 [==============================] - 0s 142us/step - loss: 88044.3558 - mean_absolute_error: 254.3512 - val_loss: 148363.8150 - val_mean_absolute_error: 364.1678
Epoch 78/5000
148/148 [==============================] - 0s 142us/step - loss: 87840.6493 - mean_absolute_error: 254.0392 - val_loss: 148067.7431 - val_mean_absolute_error: 363.7985
Epoch 79/5000
148/148 [==============================] - 0s 203us/step - loss: 87645.7601 - mean_absolute_error: 253.7340 - val_loss: 147766.6400 - val_mean_absolute_error: 363.4226
Epoch 80/5000
148/148 [==============================] - 0s 122us/step - loss: 87442.0642 - mean_absolute_error: 253.4216 - val_loss: 147457.7625 - val_mean_absolute_error: 363.0356
Epoch 81/5000
148/148 [==============================] - 0s 142us/step - loss: 87236.1386 - mean_absolute_error: 253.1074 - val_loss: 147139.7294 - val_mean_absolute_error: 362.6364
Epoch 82/5000
148/148 [==============================] - 0s 122us/step - loss: 87025.0593 - mean_absolute_error: 252.7834 - val_loss: 146808.8681 - val_mean_absolute_error: 362.2219
Epoch 83/5000
148/148 [==============================] - 0s 115us/step - loss: 86803.1649 - mean_absolute_error: 252.4418 - val_loss: 146459.6206 - val_mean_absolute_error: 361.7848
Epoch 84/5000
148/148 [==============================] - 0s 122us/step - loss: 86574.7677 - mean_absolute_error: 252.0941 - val_loss: 146114.3650 - val_mean_absolute_error: 361.3515
Epoch 85/5000
148/148 [==============================] - 0s 128us/step - loss: 86351.6461 - mean_absolute_error: 251.7537 - val_loss: 145762.2919 - val_mean_absolute_error: 360.9100
Epoch 86/5000
148/148 [==============================] - 0s 155us/step - loss: 86116.6651 - mean_absolute_error: 251.3968 - val_loss: 145405.1025 - val_mean_absolute_error: 360.4601
Epoch 87/5000
148/148 [==============================] - 0s 135us/step - loss: 85875.8459 - mean_absolute_error: 251.0323 - val_loss: 145051.4225 - val_mean_absolute_error: 360.0134
Epoch 88/5000
148/148 [==============================] - 0s 108us/step - loss: 85646.1120 - mean_absolute_error: 250.6789 - val_loss: 144668.7206 - val_mean_absolute_error: 359.5298
Epoch 89/5000
148/148 [==============================] - 0s 95us/step - loss: 85403.6917 - mean_absolute_error: 250.3072 - val_loss: 144294.5650 - val_mean_absolute_error: 359.0564
Epoch 90/5000
148/148 [==============================] - 0s 108us/step - loss: 85163.6425 - mean_absolute_error: 249.9391 - val_loss: 143901.4681 - val_mean_absolute_error: 358.5582
Epoch 91/5000
148/148 [==============================] - 0s 122us/step - loss: 84914.2730 - mean_absolute_error: 249.5527 - val_loss: 143514.0469 - val_mean_absolute_error: 358.0666
Epoch 92/5000
148/148 [==============================] - 0s 128us/step - loss: 84671.7862 - mean_absolute_error: 249.1746 - val_loss: 143128.9912 - val_mean_absolute_error: 357.5783
Epoch 93/5000
148/148 [==============================] - 0s 88us/step - loss: 84419.5754 - mean_absolute_error: 248.7879 - val_loss: 142745.1288 - val_mean_absolute_error: 357.0895
Epoch 94/5000
148/148 [==============================] - 0s 108us/step - loss: 84172.1913 - mean_absolute_error: 248.3983 - val_loss: 142343.5431 - val_mean_absolute_error: 356.5790
Epoch 95/5000
148/148 [==============================] - 0s 115us/step - loss: 83910.6512 - mean_absolute_error: 248.0035 - val_loss: 141938.8863 - val_mean_absolute_error: 356.0624
Epoch 96/5000
148/148 [==============================] - 0s 142us/step - loss: 83635.5935 - mean_absolute_error: 247.5793 - val_loss: 141515.2744 - val_mean_absolute_error: 355.5221
Epoch 97/5000
148/148 [==============================] - 0s 128us/step - loss: 83373.5621 - mean_absolute_error: 247.1674 - val_loss: 141080.5950 - val_mean_absolute_error: 354.9669
Epoch 98/5000
148/148 [==============================] - 0s 122us/step - loss: 83086.7720 - mean_absolute_error: 246.7257 - val_loss: 140662.8206 - val_mean_absolute_error: 354.4315
Epoch 99/5000
148/148 [==============================] - 0s 149us/step - loss: 82819.2022 - mean_absolute_error: 246.3059 - val_loss: 140252.1750 - val_mean_absolute_error: 353.9036
Epoch 100/5000
148/148 [==============================] - 0s 135us/step - loss: 82554.8535 - mean_absolute_error: 245.8909 - val_loss: 139841.5388 - val_mean_absolute_error: 353.3738
Epoch 101/5000
148/148 [==============================] - ETA: 0s - loss: 84821.2891 - mean_absolute_error: 260.100 - 0s 142us/step - loss: 82278.7031 - mean_absolute_error: 245.4559 - val_loss: 139418.5119 - val_mean_absolute_error: 352.8286
Epoch 102/5000
148/148 [==============================] - 0s 135us/step - loss: 81993.5963 - mean_absolute_error: 245.0059 - val_loss: 138984.5106 - val_mean_absolute_error: 352.2686
Epoch 103/5000
148/148 [==============================] - 0s 128us/step - loss: 81711.7463 - mean_absolute_error: 244.5629 - val_loss: 138542.2875 - val_mean_absolute_error: 351.6972
Epoch 104/5000
148/148 [==============================] - 0s 149us/step - loss: 81421.4432 - mean_absolute_error: 244.1095 - val_loss: 138126.4213 - val_mean_absolute_error: 351.1566
Epoch 105/5000
148/148 [==============================] - 0s 135us/step - loss: 81149.8157 - mean_absolute_error: 243.6775 - val_loss: 137706.3606 - val_mean_absolute_error: 350.6100
Epoch 106/5000
148/148 [==============================] - 0s 88us/step - loss: 80869.0093 - mean_absolute_error: 243.2276 - val_loss: 137248.5300 - val_mean_absolute_error: 350.0162
Epoch 107/5000
148/148 [==============================] - 0s 88us/step - loss: 80582.7834 - mean_absolute_error: 242.7733 - val_loss: 136809.2944 - val_mean_absolute_error: 349.4428
Epoch 108/5000
148/148 [==============================] - 0s 74us/step - loss: 80296.4016 - mean_absolute_error: 242.3174 - val_loss: 136363.7494 - val_mean_absolute_error: 348.8602
Epoch 109/5000
148/148 [==============================] - 0s 108us/step - loss: 79996.5288 - mean_absolute_error: 241.8372 - val_loss: 135907.9350 - val_mean_absolute_error: 348.2637
Epoch 110/5000
148/148 [==============================] - 0s 88us/step - loss: 79702.7394 - mean_absolute_error: 241.3706 - val_loss: 135449.8781 - val_mean_absolute_error: 347.6628
Epoch 111/5000
148/148 [==============================] - 0s 95us/step - loss: 79403.6299 - mean_absolute_error: 240.8999 - val_loss: 134970.9444 - val_mean_absolute_error: 347.0320
Epoch 112/5000
148/148 [==============================] - 0s 108us/step - loss: 79100.1887 - mean_absolute_error: 240.4116 - val_loss: 134504.9763 - val_mean_absolute_error: 346.4185
Epoch 113/5000
148/148 [==============================] - 0s 115us/step - loss: 78815.8192 - mean_absolute_error: 239.9472 - val_loss: 134041.5650 - val_mean_absolute_error: 345.8081
Epoch 114/5000
148/148 [==============================] - 0s 128us/step - loss: 78504.4724 - mean_absolute_error: 239.4519 - val_loss: 133611.8763 - val_mean_absolute_error: 345.2401
Epoch 115/5000
148/148 [==============================] - 0s 155us/step - loss: 78231.8022 - mean_absolute_error: 239.0076 - val_loss: 133167.9962 - val_mean_absolute_error: 344.6514
Epoch 116/5000
148/148 [==============================] - 0s 135us/step - loss: 77938.7667 - mean_absolute_error: 238.5314 - val_loss: 132700.8569 - val_mean_absolute_error: 344.0295
Epoch 117/5000
148/148 [==============================] - 0s 169us/step - loss: 77637.3748 - mean_absolute_error: 238.0405 - val_loss: 132215.2881 - val_mean_absolute_error: 343.3807
Epoch 118/5000
148/148 [==============================] - 0s 149us/step - loss: 77330.2682 - mean_absolute_error: 237.5455 - val_loss: 131734.3056 - val_mean_absolute_error: 342.7369
Epoch 119/5000
148/148 [==============================] - 0s 142us/step - loss: 77006.8838 - mean_absolute_error: 237.0213 - val_loss: 131217.7869 - val_mean_absolute_error: 342.0490
Epoch 120/5000
148/148 [==============================] - 0s 101us/step - loss: 76693.2054 - mean_absolute_error: 236.5159 - val_loss: 130708.6731 - val_mean_absolute_error: 341.3682
Epoch 121/5000
148/148 [==============================] - 0s 128us/step - loss: 76361.3131 - mean_absolute_error: 235.9813 - val_loss: 130199.9206 - val_mean_absolute_error: 340.6847
Epoch 122/5000
148/148 [==============================] - 0s 115us/step - loss: 76040.4973 - mean_absolute_error: 235.4576 - val_loss: 129686.3550 - val_mean_absolute_error: 339.9912
Epoch 123/5000
148/148 [==============================] - 0s 115us/step - loss: 75724.2798 - mean_absolute_error: 234.9463 - val_loss: 129171.4863 - val_mean_absolute_error: 339.2950
Epoch 124/5000
148/148 [==============================] - 0s 122us/step - loss: 75409.1661 - mean_absolute_error: 234.4254 - val_loss: 128669.3994 - val_mean_absolute_error: 338.6152
Epoch 125/5000
148/148 [==============================] - 0s 115us/step - loss: 75083.5352 - mean_absolute_error: 233.8975 - val_loss: 128169.8463 - val_mean_absolute_error: 337.9374
Epoch 126/5000
148/148 [==============================] - 0s 108us/step - loss: 74777.4340 - mean_absolute_error: 233.3964 - val_loss: 127664.7900 - val_mean_absolute_error: 337.2503
Epoch 127/5000
148/148 [==============================] - 0s 95us/step - loss: 74458.8152 - mean_absolute_error: 232.8786 - val_loss: 127180.1581 - val_mean_absolute_error: 336.5886
Epoch 128/5000
148/148 [==============================] - 0s 88us/step - loss: 74143.7311 - mean_absolute_error: 232.3568 - val_loss: 126675.6256 - val_mean_absolute_error: 335.9009
Epoch 129/5000
148/148 [==============================] - 0s 68us/step - loss: 73809.5490 - mean_absolute_error: 231.8078 - val_loss: 126152.6656 - val_mean_absolute_error: 335.1878
Epoch 130/5000
148/148 [==============================] - 0s 81us/step - loss: 73469.5241 - mean_absolute_error: 231.2509 - val_loss: 125614.2513 - val_mean_absolute_error: 334.4521
Epoch 131/5000
148/148 [==============================] - 0s 101us/step - loss: 73132.0191 - mean_absolute_error: 230.6932 - val_loss: 125087.2919 - val_mean_absolute_error: 333.7302
Epoch 132/5000
148/148 [==============================] - 0s 88us/step - loss: 72793.9132 - mean_absolute_error: 230.1387 - val_loss: 124592.3781 - val_mean_absolute_error: 333.0496
Epoch 133/5000
148/148 [==============================] - 0s 74us/step - loss: 72477.5482 - mean_absolute_error: 229.5995 - val_loss: 124085.6812 - val_mean_absolute_error: 332.3523
Epoch 134/5000
148/148 [==============================] - 0s 88us/step - loss: 72131.4967 - mean_absolute_error: 229.0365 - val_loss: 123572.6875 - val_mean_absolute_error: 331.6438
Epoch 135/5000
148/148 [==============================] - 0s 61us/step - loss: 71817.7567 - mean_absolute_error: 228.5039 - val_loss: 123031.0938 - val_mean_absolute_error: 330.8932
Epoch 136/5000
148/148 [==============================] - 0s 81us/step - loss: 71465.4561 - mean_absolute_error: 227.9092 - val_loss: 122510.1875 - val_mean_absolute_error: 330.1684
Epoch 137/5000
148/148 [==============================] - 0s 68us/step - loss: 71119.4916 - mean_absolute_error: 227.3298 - val_loss: 121994.7063 - val_mean_absolute_error: 329.4481
Epoch 138/5000
148/148 [==============================] - 0s 68us/step - loss: 70774.4153 - mean_absolute_error: 226.7534 - val_loss: 121461.3000 - val_mean_absolute_error: 328.7016
Epoch 139/5000
148/148 [==============================] - 0s 74us/step - loss: 70444.7652 - mean_absolute_error: 226.1964 - val_loss: 120907.9194 - val_mean_absolute_error: 327.9233
Epoch 140/5000
148/148 [==============================] - 0s 68us/step - loss: 70081.1630 - mean_absolute_error: 225.5821 - val_loss: 120356.3138 - val_mean_absolute_error: 327.1465
Epoch 141/5000
148/148 [==============================] - 0s 74us/step - loss: 69725.6074 - mean_absolute_error: 224.9788 - val_loss: 119813.2806 - val_mean_absolute_error: 326.3790
Epoch 142/5000
148/148 [==============================] - 0s 74us/step - loss: 69372.5974 - mean_absolute_error: 224.3741 - val_loss: 119276.5287 - val_mean_absolute_error: 325.6197
Epoch 143/5000
148/148 [==============================] - 0s 74us/step - loss: 69034.8401 - mean_absolute_error: 223.7895 - val_loss: 118751.9581 - val_mean_absolute_error: 324.8761
Epoch 144/5000
148/148 [==============================] - 0s 81us/step - loss: 68700.5747 - mean_absolute_error: 223.2119 - val_loss: 118207.2231 - val_mean_absolute_error: 324.1047
Epoch 145/5000
148/148 [==============================] - 0s 81us/step - loss: 68350.1640 - mean_absolute_error: 222.6071 - val_loss: 117677.9344 - val_mean_absolute_error: 323.3523
Epoch 146/5000
148/148 [==============================] - 0s 68us/step - loss: 68005.2899 - mean_absolute_error: 222.0085 - val_loss: 117132.0488 - val_mean_absolute_error: 322.5731
Epoch 147/5000
148/148 [==============================] - 0s 88us/step - loss: 67670.6383 - mean_absolute_error: 221.4259 - val_loss: 116583.6981 - val_mean_absolute_error: 321.7887
Epoch 148/5000
148/148 [==============================] - 0s 81us/step - loss: 67322.9164 - mean_absolute_error: 220.8128 - val_loss: 116044.4431 - val_mean_absolute_error: 321.0146
Epoch 149/5000
148/148 [==============================] - 0s 95us/step - loss: 66966.9154 - mean_absolute_error: 220.1953 - val_loss: 115502.2081 - val_mean_absolute_error: 320.2306
Epoch 150/5000
148/148 [==============================] - 0s 101us/step - loss: 66627.4224 - mean_absolute_error: 219.5867 - val_loss: 114960.8406 - val_mean_absolute_error: 319.4474
Epoch 151/5000
148/148 [==============================] - 0s 101us/step - loss: 66282.9846 - mean_absolute_error: 218.9697 - val_loss: 114427.8750 - val_mean_absolute_error: 318.6717
Epoch 152/5000
148/148 [==============================] - 0s 88us/step - loss: 65935.3939 - mean_absolute_error: 218.3552 - val_loss: 113867.7994 - val_mean_absolute_error: 317.8542
Epoch 153/5000
148/148 [==============================] - 0s 95us/step - loss: 65569.5103 - mean_absolute_error: 217.7053 - val_loss: 113289.7250 - val_mean_absolute_error: 317.0093
Epoch 154/5000
148/148 [==============================] - 0s 81us/step - loss: 65211.9751 - mean_absolute_error: 217.0672 - val_loss: 112710.2806 - val_mean_absolute_error: 316.1637
Epoch 155/5000
148/148 [==============================] - 0s 95us/step - loss: 64877.5326 - mean_absolute_error: 216.4617 - val_loss: 112145.1444 - val_mean_absolute_error: 315.3348
Epoch 156/5000
148/148 [==============================] - 0s 149us/step - loss: 64519.6557 - mean_absolute_error: 215.8237 - val_loss: 111585.3175 - val_mean_absolute_error: 314.5115
Epoch 157/5000
148/148 [==============================] - 0s 115us/step - loss: 64171.2751 - mean_absolute_error: 215.1957 - val_loss: 111030.1175 - val_mean_absolute_error: 313.6895
Epoch 158/5000
148/148 [==============================] - 0s 115us/step - loss: 63820.4238 - mean_absolute_error: 214.5628 - val_loss: 110448.7769 - val_mean_absolute_error: 312.8274
Epoch 159/5000
148/148 [==============================] - 0s 101us/step - loss: 63444.0478 - mean_absolute_error: 213.8869 - val_loss: 109881.0000 - val_mean_absolute_error: 311.9814
Epoch 160/5000
148/148 [==============================] - 0s 95us/step - loss: 63083.0520 - mean_absolute_error: 213.2301 - val_loss: 109311.1406 - val_mean_absolute_error: 311.1323
Epoch 161/5000
148/148 [==============================] - 0s 88us/step - loss: 62727.9644 - mean_absolute_error: 212.5793 - val_loss: 108757.9450 - val_mean_absolute_error: 310.3054
Epoch 162/5000
148/148 [==============================] - 0s 68us/step - loss: 62374.6522 - mean_absolute_error: 211.9320 - val_loss: 108202.0019 - val_mean_absolute_error: 309.4813
Epoch 163/5000
148/148 [==============================] - 0s 81us/step - loss: 62023.2911 - mean_absolute_error: 211.2787 - val_loss: 107648.7762 - val_mean_absolute_error: 308.6614
Epoch 164/5000
148/148 [==============================] - 0s 95us/step - loss: 61677.4318 - mean_absolute_error: 210.6302 - val_loss: 107071.7513 - val_mean_absolute_error: 307.8028
Epoch 165/5000
148/148 [==============================] - 0s 81us/step - loss: 61299.2625 - mean_absolute_error: 209.9283 - val_loss: 106509.6050 - val_mean_absolute_error: 306.9638
Epoch 166/5000
148/148 [==============================] - 0s 88us/step - loss: 60944.4374 - mean_absolute_error: 209.2638 - val_loss: 105927.7956 - val_mean_absolute_error: 306.0937
Epoch 167/5000
148/148 [==============================] - 0s 88us/step - loss: 60593.2026 - mean_absolute_error: 208.5927 - val_loss: 105333.9169 - val_mean_absolute_error: 305.2045
Epoch 168/5000
148/148 [==============================] - 0s 68us/step - loss: 60222.0097 - mean_absolute_error: 207.8932 - val_loss: 104779.6812 - val_mean_absolute_error: 304.3681
Epoch 169/5000
148/148 [==============================] - 0s 81us/step - loss: 59864.5651 - mean_absolute_error: 207.2137 - val_loss: 104217.7137 - val_mean_absolute_error: 303.5165
Epoch 170/5000
148/148 [==============================] - 0s 81us/step - loss: 59521.9699 - mean_absolute_error: 206.5527 - val_loss: 103677.7937 - val_mean_absolute_error: 302.6951
Epoch 171/5000
148/148 [==============================] - 0s 128us/step - loss: 59185.7592 - mean_absolute_error: 205.9031 - val_loss: 103140.5144 - val_mean_absolute_error: 301.8728
Epoch 172/5000
148/148 [==============================] - 0s 95us/step - loss: 58821.9380 - mean_absolute_error: 205.2026 - val_loss: 102601.0087 - val_mean_absolute_error: 301.0442
Epoch 173/5000
148/148 [==============================] - 0s 95us/step - loss: 58475.4716 - mean_absolute_error: 204.5279 - val_loss: 102028.1913 - val_mean_absolute_error: 300.1599
Epoch 174/5000
148/148 [==============================] - 0s 108us/step - loss: 58105.5651 - mean_absolute_error: 203.7978 - val_loss: 101422.9000 - val_mean_absolute_error: 299.2249
Epoch 175/5000
148/148 [==============================] - 0s 81us/step - loss: 57706.7100 - mean_absolute_error: 203.0330 - val_loss: 100829.3706 - val_mean_absolute_error: 298.3049
Epoch 176/5000
148/148 [==============================] - 0s 88us/step - loss: 57327.6345 - mean_absolute_error: 202.2897 - val_loss: 100249.3975 - val_mean_absolute_error: 297.4038
Epoch 177/5000
148/148 [==============================] - 0s 74us/step - loss: 56974.0950 - mean_absolute_error: 201.5894 - val_loss: 99659.0137 - val_mean_absolute_error: 296.4793
Epoch 178/5000
148/148 [==============================] - 0s 115us/step - loss: 56589.9194 - mean_absolute_error: 200.8433 - val_loss: 99075.3881 - val_mean_absolute_error: 295.5643
Epoch 179/5000
148/148 [==============================] - 0s 95us/step - loss: 56227.4035 - mean_absolute_error: 200.1144 - val_loss: 98468.4556 - val_mean_absolute_error: 294.6106
Epoch 180/5000
148/148 [==============================] - 0s 122us/step - loss: 55851.0562 - mean_absolute_error: 199.3695 - val_loss: 97885.2644 - val_mean_absolute_error: 293.6919
Epoch 181/5000
148/148 [==============================] - 0s 122us/step - loss: 55484.5430 - mean_absolute_error: 198.6317 - val_loss: 97301.8594 - val_mean_absolute_error: 292.7715
Epoch 182/5000
148/148 [==============================] - 0s 101us/step - loss: 55125.6374 - mean_absolute_error: 197.9095 - val_loss: 96720.4256 - val_mean_absolute_error: 291.8521
Epoch 183/5000
148/148 [==============================] - 0s 95us/step - loss: 54772.2298 - mean_absolute_error: 197.1894 - val_loss: 96167.4094 - val_mean_absolute_error: 290.9730
Epoch 184/5000
148/148 [==============================] - 0s 115us/step - loss: 54421.1594 - mean_absolute_error: 196.4597 - val_loss: 95603.5641 - val_mean_absolute_error: 290.0728
Epoch 185/5000
148/148 [==============================] - 0s 122us/step - loss: 54062.2261 - mean_absolute_error: 195.7277 - val_loss: 95045.0225 - val_mean_absolute_error: 289.1771
Epoch 186/5000
148/148 [==============================] - 0s 135us/step - loss: 53713.0742 - mean_absolute_error: 194.9955 - val_loss: 94477.0056 - val_mean_absolute_error: 288.2632
Epoch 187/5000
148/148 [==============================] - 0s 108us/step - loss: 53361.1085 - mean_absolute_error: 194.2684 - val_loss: 93878.6763 - val_mean_absolute_error: 287.2979
Epoch 188/5000
148/148 [==============================] - 0s 122us/step - loss: 52979.1983 - mean_absolute_error: 193.4834 - val_loss: 93322.8003 - val_mean_absolute_error: 286.3969
Epoch 189/5000
148/148 [==============================] - 0s 108us/step - loss: 52631.5231 - mean_absolute_error: 192.7454 - val_loss: 92753.6075 - val_mean_absolute_error: 285.4706
Epoch 190/5000
148/148 [==============================] - 0s 115us/step - loss: 52284.8205 - mean_absolute_error: 192.0210 - val_loss: 92166.6228 - val_mean_absolute_error: 284.5151
Epoch 191/5000
148/148 [==============================] - 0s 115us/step - loss: 51932.3266 - mean_absolute_error: 191.2744 - val_loss: 91619.0044 - val_mean_absolute_error: 283.6138
Epoch 192/5000
148/148 [==============================] - 0s 128us/step - loss: 51581.6500 - mean_absolute_error: 190.5425 - val_loss: 91099.6662 - val_mean_absolute_error: 282.7539
Epoch 193/5000
148/148 [==============================] - 0s 108us/step - loss: 51268.3795 - mean_absolute_error: 189.8682 - val_loss: 90572.9475 - val_mean_absolute_error: 281.8795
Epoch 194/5000
148/148 [==============================] - 0s 81us/step - loss: 50920.7475 - mean_absolute_error: 189.1230 - val_loss: 90031.7691 - val_mean_absolute_error: 280.9793
Epoch 195/5000
148/148 [==============================] - 0s 81us/step - loss: 50584.9410 - mean_absolute_error: 188.4041 - val_loss: 89496.1041 - val_mean_absolute_error: 280.0791
Epoch 196/5000
148/148 [==============================] - 0s 81us/step - loss: 50252.3422 - mean_absolute_error: 187.6728 - val_loss: 88956.8200 - val_mean_absolute_error: 279.1702
Epoch 197/5000
148/148 [==============================] - 0s 88us/step - loss: 49916.9898 - mean_absolute_error: 186.9346 - val_loss: 88437.1406 - val_mean_absolute_error: 278.2907
Epoch 198/5000
148/148 [==============================] - 0s 74us/step - loss: 49576.7218 - mean_absolute_error: 186.1920 - val_loss: 87929.6181 - val_mean_absolute_error: 277.4284
Epoch 199/5000
148/148 [==============================] - 0s 88us/step - loss: 49253.4509 - mean_absolute_error: 185.4766 - val_loss: 87431.1456 - val_mean_absolute_error: 276.5854
Epoch 200/5000
148/148 [==============================] - 0s 95us/step - loss: 48942.5627 - mean_absolute_error: 184.7838 - val_loss: 86878.3216 - val_mean_absolute_error: 275.6488
Epoch 201/5000
148/148 [==============================] - 0s 95us/step - loss: 48584.6603 - mean_absolute_error: 183.9881 - val_loss: 86326.4406 - val_mean_absolute_error: 274.7133
Epoch 202/5000
148/148 [==============================] - 0s 88us/step - loss: 48236.7109 - mean_absolute_error: 183.2169 - val_loss: 85755.8928 - val_mean_absolute_error: 273.7411
Epoch 203/5000
148/148 [==============================] - 0s 108us/step - loss: 47884.8900 - mean_absolute_error: 182.4327 - val_loss: 85172.7222 - val_mean_absolute_error: 272.7424
Epoch 204/5000
148/148 [==============================] - 0s 74us/step - loss: 47527.5570 - mean_absolute_error: 181.6391 - val_loss: 84604.1916 - val_mean_absolute_error: 271.7610
Epoch 205/5000
148/148 [==============================] - 0s 74us/step - loss: 47179.5035 - mean_absolute_error: 180.8480 - val_loss: 84048.6056 - val_mean_absolute_error: 270.8001
Epoch 206/5000
148/148 [==============================] - 0s 74us/step - loss: 46840.6839 - mean_absolute_error: 180.0797 - val_loss: 83511.4747 - val_mean_absolute_error: 269.8686
Epoch 207/5000
148/148 [==============================] - 0s 74us/step - loss: 46515.0983 - mean_absolute_error: 179.3490 - val_loss: 82962.3178 - val_mean_absolute_error: 268.9177
Epoch 208/5000
148/148 [==============================] - 0s 68us/step - loss: 46175.1342 - mean_absolute_error: 178.5701 - val_loss: 82424.8659 - val_mean_absolute_error: 267.9861
Epoch 209/5000
148/148 [==============================] - 0s 81us/step - loss: 45853.9350 - mean_absolute_error: 177.8323 - val_loss: 81891.5031 - val_mean_absolute_error: 267.0531
Epoch 210/5000
148/148 [==============================] - 0s 74us/step - loss: 45541.6433 - mean_absolute_error: 177.1112 - val_loss: 81386.4025 - val_mean_absolute_error: 266.1620
Epoch 211/5000
148/148 [==============================] - 0s 81us/step - loss: 45227.3100 - mean_absolute_error: 176.3880 - val_loss: 80882.1181 - val_mean_absolute_error: 265.2665
Epoch 212/5000
148/148 [==============================] - 0s 81us/step - loss: 44924.0935 - mean_absolute_error: 175.6840 - val_loss: 80342.0131 - val_mean_absolute_error: 264.3042
Epoch 213/5000
148/148 [==============================] - 0s 74us/step - loss: 44601.5529 - mean_absolute_error: 174.9200 - val_loss: 79820.2506 - val_mean_absolute_error: 263.3705
Epoch 214/5000
148/148 [==============================] - 0s 81us/step - loss: 44273.3660 - mean_absolute_error: 174.1655 - val_loss: 79318.2553 - val_mean_absolute_error: 262.4651
Epoch 215/5000
148/148 [==============================] - 0s 81us/step - loss: 43954.3773 - mean_absolute_error: 173.4170 - val_loss: 78805.8075 - val_mean_absolute_error: 261.5386
Epoch 216/5000
148/148 [==============================] - 0s 74us/step - loss: 43637.4325 - mean_absolute_error: 172.6545 - val_loss: 78264.6544 - val_mean_absolute_error: 260.5585
Epoch 217/5000
148/148 [==============================] - 0s 68us/step - loss: 43311.8801 - mean_absolute_error: 171.8982 - val_loss: 77751.6031 - val_mean_absolute_error: 259.6203
Epoch 218/5000
148/148 [==============================] - 0s 74us/step - loss: 42992.0734 - mean_absolute_error: 171.1262 - val_loss: 77257.3331 - val_mean_absolute_error: 258.7127
Epoch 219/5000
148/148 [==============================] - 0s 81us/step - loss: 42669.8000 - mean_absolute_error: 170.3492 - val_loss: 76743.1481 - val_mean_absolute_error: 257.7683
Epoch 220/5000
148/148 [==============================] - 0s 61us/step - loss: 42364.5835 - mean_absolute_error: 169.6050 - val_loss: 76231.7359 - val_mean_absolute_error: 256.8276
Epoch 221/5000
148/148 [==============================] - 0s 74us/step - loss: 42058.9192 - mean_absolute_error: 168.8683 - val_loss: 75714.3934 - val_mean_absolute_error: 255.8676
Epoch 222/5000
148/148 [==============================] - 0s 81us/step - loss: 41744.1263 - mean_absolute_error: 168.1023 - val_loss: 75194.0556 - val_mean_absolute_error: 254.8955
Epoch 223/5000
148/148 [==============================] - 0s 68us/step - loss: 41428.7901 - mean_absolute_error: 167.3329 - val_loss: 74680.6337 - val_mean_absolute_error: 253.9297
Epoch 224/5000
148/148 [==============================] - 0s 68us/step - loss: 41124.0185 - mean_absolute_error: 166.5621 - val_loss: 74161.4419 - val_mean_absolute_error: 252.9531
Epoch 225/5000
148/148 [==============================] - 0s 74us/step - loss: 40808.7578 - mean_absolute_error: 165.7762 - val_loss: 73683.5594 - val_mean_absolute_error: 252.0484
Epoch 226/5000
148/148 [==============================] - 0s 74us/step - loss: 40513.3198 - mean_absolute_error: 165.0350 - val_loss: 73204.0219 - val_mean_absolute_error: 251.1357
Epoch 227/5000
148/148 [==============================] - 0s 74us/step - loss: 40208.1116 - mean_absolute_error: 164.2680 - val_loss: 72710.2850 - val_mean_absolute_error: 250.1910
Epoch 228/5000
148/148 [==============================] - 0s 81us/step - loss: 39902.2744 - mean_absolute_error: 163.4946 - val_loss: 72220.5725 - val_mean_absolute_error: 249.2514
Epoch 229/5000
148/148 [==============================] - 0s 95us/step - loss: 39602.5929 - mean_absolute_error: 162.7142 - val_loss: 71700.8972 - val_mean_absolute_error: 248.2576
Epoch 230/5000
148/148 [==============================] - 0s 81us/step - loss: 39291.9191 - mean_absolute_error: 161.9300 - val_loss: 71168.3847 - val_mean_absolute_error: 247.2298
Epoch 231/5000
148/148 [==============================] - 0s 81us/step - loss: 38966.5389 - mean_absolute_error: 161.0929 - val_loss: 70638.0966 - val_mean_absolute_error: 246.2049
Epoch 232/5000
148/148 [==============================] - 0s 68us/step - loss: 38665.5516 - mean_absolute_error: 160.3092 - val_loss: 70133.1116 - val_mean_absolute_error: 245.2193
Epoch 233/5000
148/148 [==============================] - 0s 68us/step - loss: 38366.6155 - mean_absolute_error: 159.5379 - val_loss: 69639.1459 - val_mean_absolute_error: 244.2490
Epoch 234/5000
148/148 [==============================] - 0s 74us/step - loss: 38067.8179 - mean_absolute_error: 158.7720 - val_loss: 69172.3169 - val_mean_absolute_error: 243.3338
Epoch 235/5000
148/148 [==============================] - 0s 101us/step - loss: 37789.6708 - mean_absolute_error: 158.0354 - val_loss: 68689.3022 - val_mean_absolute_error: 242.3890
Epoch 236/5000
148/148 [==============================] - 0s 101us/step - loss: 37504.7075 - mean_absolute_error: 157.3072 - val_loss: 68207.9637 - val_mean_absolute_error: 241.4379
Epoch 237/5000
148/148 [==============================] - 0s 74us/step - loss: 37215.9789 - mean_absolute_error: 156.5470 - val_loss: 67720.4309 - val_mean_absolute_error: 240.4631
Epoch 238/5000
148/148 [==============================] - 0s 88us/step - loss: 36913.3293 - mean_absolute_error: 155.7581 - val_loss: 67231.4622 - val_mean_absolute_error: 239.4832
Epoch 239/5000
148/148 [==============================] - 0s 88us/step - loss: 36622.8169 - mean_absolute_error: 154.9918 - val_loss: 66759.2962 - val_mean_absolute_error: 238.5372
Epoch 240/5000
148/148 [==============================] - 0s 95us/step - loss: 36341.6381 - mean_absolute_error: 154.2394 - val_loss: 66281.6078 - val_mean_absolute_error: 237.5709
Epoch 241/5000
148/148 [==============================] - 0s 95us/step - loss: 36047.4573 - mean_absolute_error: 153.4436 - val_loss: 65814.0075 - val_mean_absolute_error: 236.6170
Epoch 242/5000
148/148 [==============================] - 0s 95us/step - loss: 35763.4914 - mean_absolute_error: 152.6705 - val_loss: 65324.8416 - val_mean_absolute_error: 235.6158
Epoch 243/5000
148/148 [==============================] - 0s 81us/step - loss: 35458.7759 - mean_absolute_error: 151.8671 - val_loss: 64837.2878 - val_mean_absolute_error: 234.6212
Epoch 244/5000
148/148 [==============================] - 0s 88us/step - loss: 35181.1195 - mean_absolute_error: 151.0992 - val_loss: 64370.2997 - val_mean_absolute_error: 233.6640
Epoch 245/5000
148/148 [==============================] - 0s 74us/step - loss: 34904.2750 - mean_absolute_error: 150.3662 - val_loss: 63906.9022 - val_mean_absolute_error: 232.7072
Epoch 246/5000
148/148 [==============================] - 0s 88us/step - loss: 34633.7573 - mean_absolute_error: 149.5966 - val_loss: 63446.8450 - val_mean_absolute_error: 231.7539
Epoch 247/5000
148/148 [==============================] - 0s 81us/step - loss: 34356.4312 - mean_absolute_error: 148.8535 - val_loss: 63002.9284 - val_mean_absolute_error: 230.8291
Epoch 248/5000
148/148 [==============================] - 0s 95us/step - loss: 34087.7654 - mean_absolute_error: 148.0997 - val_loss: 62559.5906 - val_mean_absolute_error: 229.8991
Epoch 249/5000
148/148 [==============================] - 0s 74us/step - loss: 33824.1535 - mean_absolute_error: 147.3450 - val_loss: 62102.2009 - val_mean_absolute_error: 228.9355
Epoch 250/5000
148/148 [==============================] - 0s 88us/step - loss: 33551.7488 - mean_absolute_error: 146.6011 - val_loss: 61643.2897 - val_mean_absolute_error: 227.9634
Epoch 251/5000
148/148 [==============================] - 0s 88us/step - loss: 33275.6440 - mean_absolute_error: 145.8166 - val_loss: 61177.1569 - val_mean_absolute_error: 226.9690
Epoch 252/5000
148/148 [==============================] - 0s 74us/step - loss: 33005.0629 - mean_absolute_error: 145.0489 - val_loss: 60731.2516 - val_mean_absolute_error: 226.0158
Epoch 253/5000
148/148 [==============================] - 0s 74us/step - loss: 32739.3702 - mean_absolute_error: 144.3253 - val_loss: 60310.3244 - val_mean_absolute_error: 225.1092
Epoch 254/5000
148/148 [==============================] - 0s 68us/step - loss: 32492.6361 - mean_absolute_error: 143.6399 - val_loss: 59898.6263 - val_mean_absolute_error: 224.2154
Epoch 255/5000
148/148 [==============================] - 0s 74us/step - loss: 32250.6229 - mean_absolute_error: 142.9690 - val_loss: 59463.0622 - val_mean_absolute_error: 223.2635
Epoch 256/5000
148/148 [==============================] - 0s 74us/step - loss: 31986.9442 - mean_absolute_error: 142.2512 - val_loss: 59045.7272 - val_mean_absolute_error: 222.3458
Epoch 257/5000
148/148 [==============================] - 0s 68us/step - loss: 31736.5042 - mean_absolute_error: 141.5454 - val_loss: 58608.7997 - val_mean_absolute_error: 221.3838
Epoch 258/5000
148/148 [==============================] - 0s 68us/step - loss: 31470.1693 - mean_absolute_error: 140.8402 - val_loss: 58173.2169 - val_mean_absolute_error: 220.4198
Epoch 259/5000
148/148 [==============================] - 0s 95us/step - loss: 31221.4391 - mean_absolute_error: 140.1346 - val_loss: 57735.6722 - val_mean_absolute_error: 219.4490
Epoch 260/5000
148/148 [==============================] - 0s 81us/step - loss: 30958.0822 - mean_absolute_error: 139.4258 - val_loss: 57312.6128 - val_mean_absolute_error: 218.4979
Epoch 261/5000
148/148 [==============================] - 0s 108us/step - loss: 30704.8924 - mean_absolute_error: 138.7168 - val_loss: 56873.0378 - val_mean_absolute_error: 217.5056
Epoch 262/5000
148/148 [==============================] - 0s 81us/step - loss: 30440.0006 - mean_absolute_error: 137.9503 - val_loss: 56445.9256 - val_mean_absolute_error: 216.5372
Epoch 263/5000
148/148 [==============================] - 0s 81us/step - loss: 30204.1479 - mean_absolute_error: 137.2771 - val_loss: 56004.7559 - val_mean_absolute_error: 215.5433
Epoch 264/5000
148/148 [==============================] - 0s 81us/step - loss: 29956.6166 - mean_absolute_error: 136.5597 - val_loss: 55594.8653 - val_mean_absolute_error: 214.6101
Epoch 265/5000
148/148 [==============================] - 0s 88us/step - loss: 29717.8596 - mean_absolute_error: 135.8819 - val_loss: 55186.4691 - val_mean_absolute_error: 213.6781
Epoch 266/5000
148/148 [==============================] - 0s 74us/step - loss: 29478.6411 - mean_absolute_error: 135.1860 - val_loss: 54757.0969 - val_mean_absolute_error: 212.6943
Epoch 267/5000
148/148 [==============================] - 0s 81us/step - loss: 29240.9707 - mean_absolute_error: 134.4993 - val_loss: 54363.6988 - val_mean_absolute_error: 211.7799
Epoch 268/5000
148/148 [==============================] - 0s 81us/step - loss: 29004.0384 - mean_absolute_error: 133.8218 - val_loss: 53977.8881 - val_mean_absolute_error: 210.8730
Epoch 269/5000
148/148 [==============================] - 0s 95us/step - loss: 28766.0268 - mean_absolute_error: 133.1183 - val_loss: 53575.4125 - val_mean_absolute_error: 209.9213
Epoch 270/5000
148/148 [==============================] - 0s 88us/step - loss: 28535.8101 - mean_absolute_error: 132.4397 - val_loss: 53158.6419 - val_mean_absolute_error: 208.9298
Epoch 271/5000
148/148 [==============================] - 0s 74us/step - loss: 28296.2424 - mean_absolute_error: 131.7297 - val_loss: 52737.2375 - val_mean_absolute_error: 207.9312
Epoch 272/5000
148/148 [==============================] - 0s 81us/step - loss: 28061.2610 - mean_absolute_error: 131.0369 - val_loss: 52327.2753 - val_mean_absolute_error: 206.9509
Epoch 273/5000
148/148 [==============================] - 0s 88us/step - loss: 27829.9197 - mean_absolute_error: 130.3457 - val_loss: 51923.9272 - val_mean_absolute_error: 205.9832
Epoch 274/5000
148/148 [==============================] - 0s 68us/step - loss: 27607.2303 - mean_absolute_error: 129.6969 - val_loss: 51526.5072 - val_mean_absolute_error: 205.0410
Epoch 275/5000
148/148 [==============================] - 0s 95us/step - loss: 27383.3315 - mean_absolute_error: 129.0105 - val_loss: 51092.8817 - val_mean_absolute_error: 204.0204
Epoch 276/5000
148/148 [==============================] - 0s 81us/step - loss: 27173.6927 - mean_absolute_error: 128.3728 - val_loss: 50687.7719 - val_mean_absolute_error: 203.0548
Epoch 277/5000
148/148 [==============================] - 0s 74us/step - loss: 26951.3776 - mean_absolute_error: 127.6867 - val_loss: 50295.8698 - val_mean_absolute_error: 202.1066
Epoch 278/5000
148/148 [==============================] - 0s 74us/step - loss: 26740.4174 - mean_absolute_error: 127.0462 - val_loss: 49905.3948 - val_mean_absolute_error: 201.1501
Epoch 279/5000
148/148 [==============================] - 0s 74us/step - loss: 26528.0635 - mean_absolute_error: 126.3621 - val_loss: 49511.4517 - val_mean_absolute_error: 200.1880
Epoch 280/5000
148/148 [==============================] - 0s 81us/step - loss: 26318.9348 - mean_absolute_error: 125.7188 - val_loss: 49148.7597 - val_mean_absolute_error: 199.2903
Epoch 281/5000
148/148 [==============================] - 0s 74us/step - loss: 26114.0656 - mean_absolute_error: 125.0979 - val_loss: 48789.0866 - val_mean_absolute_error: 198.3975
Epoch 282/5000
148/148 [==============================] - 0s 61us/step - loss: 25904.2691 - mean_absolute_error: 124.4404 - val_loss: 48438.0623 - val_mean_absolute_error: 197.5199
Epoch 283/5000
148/148 [==============================] - 0s 81us/step - loss: 25701.7988 - mean_absolute_error: 123.7706 - val_loss: 48080.7812 - val_mean_absolute_error: 196.6182
Epoch 284/5000
148/148 [==============================] - 0s 74us/step - loss: 25499.3643 - mean_absolute_error: 123.1136 - val_loss: 47722.7436 - val_mean_absolute_error: 195.7147
Epoch 285/5000
148/148 [==============================] - 0s 68us/step - loss: 25298.5180 - mean_absolute_error: 122.4679 - val_loss: 47362.3872 - val_mean_absolute_error: 194.8061
Epoch 286/5000
148/148 [==============================] - 0s 68us/step - loss: 25105.1569 - mean_absolute_error: 121.8238 - val_loss: 47014.9528 - val_mean_absolute_error: 193.9219
Epoch 287/5000
148/148 [==============================] - 0s 81us/step - loss: 24917.6507 - mean_absolute_error: 121.2034 - val_loss: 46682.0923 - val_mean_absolute_error: 193.0627
Epoch 288/5000
148/148 [==============================] - 0s 81us/step - loss: 24723.0230 - mean_absolute_error: 120.5498 - val_loss: 46374.1014 - val_mean_absolute_error: 192.2662
Epoch 289/5000
148/148 [==============================] - 0s 74us/step - loss: 24542.9656 - mean_absolute_error: 119.9666 - val_loss: 46039.6472 - val_mean_absolute_error: 191.4036
Epoch 290/5000
148/148 [==============================] - 0s 81us/step - loss: 24360.6284 - mean_absolute_error: 119.3648 - val_loss: 45683.3914 - val_mean_absolute_error: 190.4680
Epoch 291/5000
148/148 [==============================] - 0s 108us/step - loss: 24161.5570 - mean_absolute_error: 118.6762 - val_loss: 45336.8341 - val_mean_absolute_error: 189.5634
Epoch 292/5000
148/148 [==============================] - 0s 88us/step - loss: 23973.6931 - mean_absolute_error: 118.0436 - val_loss: 44999.3558 - val_mean_absolute_error: 188.6862
Epoch 293/5000
148/148 [==============================] - 0s 101us/step - loss: 23792.6643 - mean_absolute_error: 117.4202 - val_loss: 44679.1805 - val_mean_absolute_error: 187.8416
Epoch 294/5000
148/148 [==============================] - 0s 95us/step - loss: 23628.5228 - mean_absolute_error: 116.8278 - val_loss: 44341.1086 - val_mean_absolute_error: 186.9470
Epoch 295/5000
148/148 [==============================] - 0s 81us/step - loss: 23429.0086 - mean_absolute_error: 116.1379 - val_loss: 44020.2825 - val_mean_absolute_error: 186.0991
Epoch 296/5000
148/148 [==============================] - 0s 95us/step - loss: 23258.4326 - mean_absolute_error: 115.5176 - val_loss: 43699.0612 - val_mean_absolute_error: 185.2376
Epoch 297/5000
148/148 [==============================] - 0s 88us/step - loss: 23084.9914 - mean_absolute_error: 114.9135 - val_loss: 43386.2625 - val_mean_absolute_error: 184.3923
Epoch 298/5000
148/148 [==============================] - 0s 81us/step - loss: 22911.9319 - mean_absolute_error: 114.3050 - val_loss: 43083.6605 - val_mean_absolute_error: 183.5621
Epoch 299/5000
148/148 [==============================] - 0s 74us/step - loss: 22750.3420 - mean_absolute_error: 113.7042 - val_loss: 42770.0698 - val_mean_absolute_error: 182.6943
Epoch 300/5000
148/148 [==============================] - 0s 95us/step - loss: 22581.9878 - mean_absolute_error: 113.0598 - val_loss: 42455.6291 - val_mean_absolute_error: 181.8320
Epoch 301/5000
148/148 [==============================] - 0s 74us/step - loss: 22413.5881 - mean_absolute_error: 112.4355 - val_loss: 42155.6028 - val_mean_absolute_error: 181.0010
Epoch 302/5000
148/148 [==============================] - 0s 74us/step - loss: 22248.5315 - mean_absolute_error: 111.8146 - val_loss: 41866.1497 - val_mean_absolute_error: 180.1924
Epoch 303/5000
148/148 [==============================] - 0s 88us/step - loss: 22091.0082 - mean_absolute_error: 111.1993 - val_loss: 41582.4083 - val_mean_absolute_error: 179.4017
Epoch 304/5000
148/148 [==============================] - 0s 81us/step - loss: 21941.2553 - mean_absolute_error: 110.6444 - val_loss: 41292.7664 - val_mean_absolute_error: 178.5902
Epoch 305/5000
148/148 [==============================] - 0s 81us/step - loss: 21782.8604 - mean_absolute_error: 110.0509 - val_loss: 41000.7372 - val_mean_absolute_error: 177.7723
Epoch 306/5000
148/148 [==============================] - 0s 81us/step - loss: 21626.1775 - mean_absolute_error: 109.4756 - val_loss: 40712.4794 - val_mean_absolute_error: 176.9693
Epoch 307/5000
148/148 [==============================] - 0s 68us/step - loss: 21475.1881 - mean_absolute_error: 108.9340 - val_loss: 40433.3397 - val_mean_absolute_error: 176.1895
Epoch 308/5000
148/148 [==============================] - 0s 81us/step - loss: 21324.7124 - mean_absolute_error: 108.4077 - val_loss: 40169.8270 - val_mean_absolute_error: 175.4403
Epoch 309/5000
148/148 [==============================] - 0s 74us/step - loss: 21187.2807 - mean_absolute_error: 107.9166 - val_loss: 39921.6702 - val_mean_absolute_error: 174.7242
Epoch 310/5000
148/148 [==============================] - 0s 68us/step - loss: 21044.9041 - mean_absolute_error: 107.4099 - val_loss: 39663.2155 - val_mean_absolute_error: 173.9713
Epoch 311/5000
148/148 [==============================] - 0s 68us/step - loss: 20907.0580 - mean_absolute_error: 106.8957 - val_loss: 39404.8406 - val_mean_absolute_error: 173.2227
Epoch 312/5000
148/148 [==============================] - 0s 81us/step - loss: 20769.8587 - mean_absolute_error: 106.3680 - val_loss: 39143.4006 - val_mean_absolute_error: 172.4621
Epoch 313/5000
148/148 [==============================] - 0s 68us/step - loss: 20625.8314 - mean_absolute_error: 105.8069 - val_loss: 38858.8244 - val_mean_absolute_error: 171.6466
Epoch 314/5000
148/148 [==============================] - 0s 68us/step - loss: 20483.4291 - mean_absolute_error: 105.2734 - val_loss: 38594.0342 - val_mean_absolute_error: 170.8780
Epoch 315/5000
148/148 [==============================] - 0s 74us/step - loss: 20347.0854 - mean_absolute_error: 104.7548 - val_loss: 38338.5009 - val_mean_absolute_error: 170.1288
Epoch 316/5000
148/148 [==============================] - 0s 68us/step - loss: 20218.8622 - mean_absolute_error: 104.2492 - val_loss: 38088.4995 - val_mean_absolute_error: 169.3889
Epoch 317/5000
148/148 [==============================] - 0s 74us/step - loss: 20089.1342 - mean_absolute_error: 103.7585 - val_loss: 37841.1572 - val_mean_absolute_error: 168.6541
Epoch 318/5000
148/148 [==============================] - 0s 74us/step - loss: 19961.5208 - mean_absolute_error: 103.2679 - val_loss: 37588.0928 - val_mean_absolute_error: 167.9045
Epoch 319/5000
148/148 [==============================] - 0s 74us/step - loss: 19841.1326 - mean_absolute_error: 102.7965 - val_loss: 37352.9123 - val_mean_absolute_error: 167.1996
Epoch 320/5000
148/148 [==============================] - 0s 74us/step - loss: 19720.6275 - mean_absolute_error: 102.3324 - val_loss: 37125.7619 - val_mean_absolute_error: 166.5158
Epoch 321/5000
148/148 [==============================] - 0s 68us/step - loss: 19600.9092 - mean_absolute_error: 101.8567 - val_loss: 36886.7900 - val_mean_absolute_error: 165.7930
Epoch 322/5000
148/148 [==============================] - 0s 74us/step - loss: 19472.0014 - mean_absolute_error: 101.3290 - val_loss: 36643.0359 - val_mean_absolute_error: 165.0507
Epoch 323/5000
148/148 [==============================] - 0s 74us/step - loss: 19352.9324 - mean_absolute_error: 100.8350 - val_loss: 36387.5992 - val_mean_absolute_error: 164.2684
Epoch 324/5000
148/148 [==============================] - 0s 74us/step - loss: 19216.1830 - mean_absolute_error: 100.2930 - val_loss: 36155.8461 - val_mean_absolute_error: 163.5541
Epoch 325/5000
148/148 [==============================] - 0s 74us/step - loss: 19096.6460 - mean_absolute_error: 99.8187 - val_loss: 35914.8036 - val_mean_absolute_error: 162.8183
Epoch 326/5000
148/148 [==============================] - 0s 74us/step - loss: 18978.5909 - mean_absolute_error: 99.3056 - val_loss: 35675.1369 - val_mean_absolute_error: 162.0809
Epoch 327/5000
148/148 [==============================] - 0s 74us/step - loss: 18861.9520 - mean_absolute_error: 98.8339 - val_loss: 35446.8842 - val_mean_absolute_error: 161.3655
Epoch 328/5000
148/148 [==============================] - 0s 68us/step - loss: 18746.0316 - mean_absolute_error: 98.3672 - val_loss: 35230.9033 - val_mean_absolute_error: 160.6806
Epoch 329/5000
148/148 [==============================] - 0s 68us/step - loss: 18639.2639 - mean_absolute_error: 97.9208 - val_loss: 35023.1233 - val_mean_absolute_error: 160.0190
Epoch 330/5000
148/148 [==============================] - 0s 74us/step - loss: 18531.2347 - mean_absolute_error: 97.4870 - val_loss: 34800.4105 - val_mean_absolute_error: 159.3111
Epoch 331/5000
148/148 [==============================] - 0s 74us/step - loss: 18420.4779 - mean_absolute_error: 97.0306 - val_loss: 34594.2395 - val_mean_absolute_error: 158.6473
Epoch 332/5000
148/148 [==============================] - 0s 68us/step - loss: 18318.6499 - mean_absolute_error: 96.6052 - val_loss: 34381.7594 - val_mean_absolute_error: 157.9587
Epoch 333/5000
148/148 [==============================] - 0s 74us/step - loss: 18208.5390 - mean_absolute_error: 96.1798 - val_loss: 34173.6320 - val_mean_absolute_error: 157.2792
Epoch 334/5000
148/148 [==============================] - 0s 74us/step - loss: 18104.3133 - mean_absolute_error: 95.7402 - val_loss: 33959.6145 - val_mean_absolute_error: 156.5844
Epoch 335/5000
148/148 [==============================] - 0s 68us/step - loss: 17992.5278 - mean_absolute_error: 95.2943 - val_loss: 33763.7562 - val_mean_absolute_error: 155.9434
Epoch 336/5000
148/148 [==============================] - 0s 81us/step - loss: 17890.9330 - mean_absolute_error: 94.8742 - val_loss: 33569.4708 - val_mean_absolute_error: 155.3026
Epoch 337/5000
148/148 [==============================] - 0s 68us/step - loss: 17790.1647 - mean_absolute_error: 94.4454 - val_loss: 33388.7675 - val_mean_absolute_error: 154.6973
Epoch 338/5000
148/148 [==============================] - 0s 74us/step - loss: 17693.2582 - mean_absolute_error: 94.0211 - val_loss: 33203.7236 - val_mean_absolute_error: 154.0760
Epoch 339/5000
148/148 [==============================] - 0s 68us/step - loss: 17599.3640 - mean_absolute_error: 93.6189 - val_loss: 33029.6952 - val_mean_absolute_error: 153.4884
Epoch 340/5000
148/148 [==============================] - 0s 74us/step - loss: 17504.1210 - mean_absolute_error: 93.2280 - val_loss: 32859.7003 - val_mean_absolute_error: 152.9153
Epoch 341/5000
148/148 [==============================] - 0s 68us/step - loss: 17412.5140 - mean_absolute_error: 92.8499 - val_loss: 32687.8723 - val_mean_absolute_error: 152.3309
Epoch 342/5000
148/148 [==============================] - 0s 68us/step - loss: 17318.5077 - mean_absolute_error: 92.4509 - val_loss: 32518.9736 - val_mean_absolute_error: 151.7505
Epoch 343/5000
148/148 [==============================] - 0s 74us/step - loss: 17232.2980 - mean_absolute_error: 92.0796 - val_loss: 32341.4525 - val_mean_absolute_error: 151.1329
Epoch 344/5000
148/148 [==============================] - 0s 74us/step - loss: 17144.7205 - mean_absolute_error: 91.7038 - val_loss: 32151.5570 - val_mean_absolute_error: 150.4750
Epoch 345/5000
148/148 [==============================] - 0s 74us/step - loss: 17054.3692 - mean_absolute_error: 91.2964 - val_loss: 31982.2050 - val_mean_absolute_error: 149.8852
Epoch 346/5000
148/148 [==============================] - 0s 81us/step - loss: 16976.7399 - mean_absolute_error: 90.9336 - val_loss: 31813.8109 - val_mean_absolute_error: 149.2985
Epoch 347/5000
148/148 [==============================] - 0s 74us/step - loss: 16895.0942 - mean_absolute_error: 90.5760 - val_loss: 31638.5411 - val_mean_absolute_error: 148.6870
Epoch 348/5000
148/148 [==============================] - 0s 74us/step - loss: 16813.4204 - mean_absolute_error: 90.2177 - val_loss: 31461.3825 - val_mean_absolute_error: 148.0782
Epoch 349/5000
148/148 [==============================] - 0s 68us/step - loss: 16731.2594 - mean_absolute_error: 89.8600 - val_loss: 31283.8495 - val_mean_absolute_error: 147.4466
Epoch 350/5000
148/148 [==============================] - 0s 81us/step - loss: 16638.3804 - mean_absolute_error: 89.4662 - val_loss: 31111.7289 - val_mean_absolute_error: 146.8299
Epoch 351/5000
148/148 [==============================] - 0s 74us/step - loss: 16554.8303 - mean_absolute_error: 89.0955 - val_loss: 30946.8234 - val_mean_absolute_error: 146.2373
Epoch 352/5000
148/148 [==============================] - 0s 68us/step - loss: 16478.1912 - mean_absolute_error: 88.7746 - val_loss: 30777.6069 - val_mean_absolute_error: 145.6175
Epoch 353/5000
148/148 [==============================] - 0s 74us/step - loss: 16396.9602 - mean_absolute_error: 88.4271 - val_loss: 30611.6862 - val_mean_absolute_error: 144.9992
Epoch 354/5000
148/148 [==============================] - 0s 74us/step - loss: 16318.6515 - mean_absolute_error: 88.0929 - val_loss: 30449.5105 - val_mean_absolute_error: 144.3956
Epoch 355/5000
148/148 [==============================] - 0s 61us/step - loss: 16238.1087 - mean_absolute_error: 87.7434 - val_loss: 30285.0163 - val_mean_absolute_error: 143.7954
Epoch 356/5000
148/148 [==============================] - 0s 74us/step - loss: 16162.7548 - mean_absolute_error: 87.4339 - val_loss: 30132.4181 - val_mean_absolute_error: 143.2326
Epoch 357/5000
148/148 [==============================] - 0s 68us/step - loss: 16090.8512 - mean_absolute_error: 87.1499 - val_loss: 29980.4450 - val_mean_absolute_error: 142.6699
Epoch 358/5000
148/148 [==============================] - 0s 74us/step - loss: 16017.9296 - mean_absolute_error: 86.8371 - val_loss: 29830.4455 - val_mean_absolute_error: 142.1117
Epoch 359/5000
148/148 [==============================] - 0s 68us/step - loss: 15944.0006 - mean_absolute_error: 86.5475 - val_loss: 29685.4807 - val_mean_absolute_error: 141.5691
Epoch 360/5000
148/148 [==============================] - 0s 74us/step - loss: 15873.2916 - mean_absolute_error: 86.2770 - val_loss: 29537.2948 - val_mean_absolute_error: 141.0223
Epoch 361/5000
148/148 [==============================] - 0s 74us/step - loss: 15798.0921 - mean_absolute_error: 86.0209 - val_loss: 29383.6495 - val_mean_absolute_error: 140.4575
Epoch 362/5000
148/148 [==============================] - 0s 81us/step - loss: 15722.5107 - mean_absolute_error: 85.7343 - val_loss: 29217.9114 - val_mean_absolute_error: 139.8468
Epoch 363/5000
148/148 [==============================] - 0s 74us/step - loss: 15650.2676 - mean_absolute_error: 85.4579 - val_loss: 29063.2938 - val_mean_absolute_error: 139.2846
Epoch 364/5000
148/148 [==============================] - 0s 74us/step - loss: 15572.5504 - mean_absolute_error: 85.1947 - val_loss: 28920.6502 - val_mean_absolute_error: 138.7697
Epoch 365/5000
148/148 [==============================] - 0s 81us/step - loss: 15502.5952 - mean_absolute_error: 84.9333 - val_loss: 28760.0273 - val_mean_absolute_error: 138.1979
Epoch 366/5000
148/148 [==============================] - 0s 74us/step - loss: 15432.1644 - mean_absolute_error: 84.6377 - val_loss: 28608.4345 - val_mean_absolute_error: 137.6473
Epoch 367/5000
148/148 [==============================] - 0s 74us/step - loss: 15362.6845 - mean_absolute_error: 84.3564 - val_loss: 28457.6494 - val_mean_absolute_error: 137.0869
Epoch 368/5000
148/148 [==============================] - 0s 74us/step - loss: 15288.9072 - mean_absolute_error: 84.0643 - val_loss: 28312.7513 - val_mean_absolute_error: 136.5545
Epoch 369/5000
148/148 [==============================] - 0s 74us/step - loss: 15220.5328 - mean_absolute_error: 83.7925 - val_loss: 28176.1871 - val_mean_absolute_error: 136.0530
Epoch 370/5000
148/148 [==============================] - 0s 74us/step - loss: 15152.6158 - mean_absolute_error: 83.5238 - val_loss: 28034.6759 - val_mean_absolute_error: 135.5420
Epoch 371/5000
148/148 [==============================] - 0s 68us/step - loss: 15086.0283 - mean_absolute_error: 83.2708 - val_loss: 27894.9835 - val_mean_absolute_error: 135.0315
Epoch 372/5000
148/148 [==============================] - 0s 81us/step - loss: 15020.8996 - mean_absolute_error: 82.9932 - val_loss: 27764.7342 - val_mean_absolute_error: 134.5538
Epoch 373/5000
148/148 [==============================] - 0s 74us/step - loss: 14955.6109 - mean_absolute_error: 82.7400 - val_loss: 27642.0699 - val_mean_absolute_error: 134.1036
Epoch 374/5000
148/148 [==============================] - 0s 68us/step - loss: 14897.4994 - mean_absolute_error: 82.5031 - val_loss: 27509.4395 - val_mean_absolute_error: 133.6249
Epoch 375/5000
148/148 [==============================] - 0s 74us/step - loss: 14838.4926 - mean_absolute_error: 82.2584 - val_loss: 27339.2418 - val_mean_absolute_error: 133.0255
Epoch 376/5000
148/148 [==============================] - 0s 74us/step - loss: 14771.7594 - mean_absolute_error: 81.9790 - val_loss: 27195.2537 - val_mean_absolute_error: 132.5046
Epoch 377/5000
148/148 [==============================] - 0s 68us/step - loss: 14707.7816 - mean_absolute_error: 81.7123 - val_loss: 27074.6957 - val_mean_absolute_error: 132.0601
Epoch 378/5000
148/148 [==============================] - 0s 68us/step - loss: 14659.5663 - mean_absolute_error: 81.4880 - val_loss: 26957.2981 - val_mean_absolute_error: 131.6260
Epoch 379/5000
148/148 [==============================] - 0s 68us/step - loss: 14606.7294 - mean_absolute_error: 81.2714 - val_loss: 26832.0539 - val_mean_absolute_error: 131.1510
Epoch 380/5000
148/148 [==============================] - 0s 74us/step - loss: 14551.7869 - mean_absolute_error: 81.0404 - val_loss: 26690.2984 - val_mean_absolute_error: 130.6268
Epoch 381/5000
148/148 [==============================] - 0s 68us/step - loss: 14494.6266 - mean_absolute_error: 80.7883 - val_loss: 26547.1388 - val_mean_absolute_error: 130.1083
Epoch 382/5000
148/148 [==============================] - 0s 81us/step - loss: 14434.1600 - mean_absolute_error: 80.5448 - val_loss: 26426.8858 - val_mean_absolute_error: 129.6767
Epoch 383/5000
148/148 [==============================] - 0s 81us/step - loss: 14380.7643 - mean_absolute_error: 80.3652 - val_loss: 26307.8545 - val_mean_absolute_error: 129.2339
Epoch 384/5000
148/148 [==============================] - 0s 68us/step - loss: 14325.4980 - mean_absolute_error: 80.1464 - val_loss: 26187.9883 - val_mean_absolute_error: 128.7972
Epoch 385/5000
148/148 [==============================] - 0s 74us/step - loss: 14271.7881 - mean_absolute_error: 79.9329 - val_loss: 26073.3331 - val_mean_absolute_error: 128.3719
Epoch 386/5000
148/148 [==============================] - 0s 88us/step - loss: 14220.2411 - mean_absolute_error: 79.7217 - val_loss: 25967.3599 - val_mean_absolute_error: 127.9740
Epoch 387/5000
148/148 [==============================] - 0s 88us/step - loss: 14172.9930 - mean_absolute_error: 79.5376 - val_loss: 25849.8511 - val_mean_absolute_error: 127.5334
Epoch 388/5000
148/148 [==============================] - 0s 74us/step - loss: 14123.8942 - mean_absolute_error: 79.3315 - val_loss: 25735.4128 - val_mean_absolute_error: 127.0982
Epoch 389/5000
148/148 [==============================] - 0s 68us/step - loss: 14076.5187 - mean_absolute_error: 79.1383 - val_loss: 25627.6721 - val_mean_absolute_error: 126.6909
Epoch 390/5000
148/148 [==============================] - 0s 74us/step - loss: 14029.7634 - mean_absolute_error: 78.9510 - val_loss: 25515.0702 - val_mean_absolute_error: 126.2751
Epoch 391/5000
148/148 [==============================] - 0s 68us/step - loss: 13985.9402 - mean_absolute_error: 78.7656 - val_loss: 25408.2898 - val_mean_absolute_error: 125.8774
Epoch 392/5000
148/148 [==============================] - 0s 74us/step - loss: 13937.9515 - mean_absolute_error: 78.5783 - val_loss: 25309.0278 - val_mean_absolute_error: 125.5113
Epoch 393/5000
148/148 [==============================] - 0s 68us/step - loss: 13896.7888 - mean_absolute_error: 78.4164 - val_loss: 25210.3669 - val_mean_absolute_error: 125.1379
Epoch 394/5000
148/148 [==============================] - 0s 74us/step - loss: 13855.2405 - mean_absolute_error: 78.2574 - val_loss: 25118.3843 - val_mean_absolute_error: 124.7878
Epoch 395/5000
148/148 [==============================] - 0s 68us/step - loss: 13815.4058 - mean_absolute_error: 78.0950 - val_loss: 25024.2218 - val_mean_absolute_error: 124.4274
Epoch 396/5000
148/148 [==============================] - 0s 68us/step - loss: 13774.7406 - mean_absolute_error: 77.9471 - val_loss: 24928.2696 - val_mean_absolute_error: 124.0668
Epoch 397/5000
148/148 [==============================] - 0s 68us/step - loss: 13733.5714 - mean_absolute_error: 77.7961 - val_loss: 24837.7548 - val_mean_absolute_error: 123.7363
Epoch 398/5000
148/148 [==============================] - 0s 68us/step - loss: 13692.8790 - mean_absolute_error: 77.6588 - val_loss: 24734.8262 - val_mean_absolute_error: 123.3628
Epoch 399/5000
148/148 [==============================] - ETA: 0s - loss: 16561.8047 - mean_absolute_error: 92.06 - 0s 74us/step - loss: 13649.3255 - mean_absolute_error: 77.4949 - val_loss: 24644.4574 - val_mean_absolute_error: 123.0268
Epoch 400/5000
148/148 [==============================] - 0s 68us/step - loss: 13606.1677 - mean_absolute_error: 77.3355 - val_loss: 24563.3066 - val_mean_absolute_error: 122.7248
Epoch 401/5000
148/148 [==============================] - 0s 74us/step - loss: 13567.8323 - mean_absolute_error: 77.1831 - val_loss: 24467.2322 - val_mean_absolute_error: 122.3695
Epoch 402/5000
148/148 [==============================] - 0s 68us/step - loss: 13521.0430 - mean_absolute_error: 76.9832 - val_loss: 24337.6866 - val_mean_absolute_error: 121.9032
Epoch 403/5000
148/148 [==============================] - 0s 68us/step - loss: 13476.5904 - mean_absolute_error: 76.7701 - val_loss: 24209.8558 - val_mean_absolute_error: 121.4400
Epoch 404/5000
148/148 [==============================] - 0s 68us/step - loss: 13428.4213 - mean_absolute_error: 76.5661 - val_loss: 24098.0767 - val_mean_absolute_error: 121.0324
Epoch 405/5000
148/148 [==============================] - 0s 68us/step - loss: 13384.6419 - mean_absolute_error: 76.3660 - val_loss: 23987.3870 - val_mean_absolute_error: 120.6398
Epoch 406/5000
148/148 [==============================] - 0s 74us/step - loss: 13344.2874 - mean_absolute_error: 76.2024 - val_loss: 23885.6657 - val_mean_absolute_error: 120.2720
Epoch 407/5000
148/148 [==============================] - 0s 81us/step - loss: 13306.2335 - mean_absolute_error: 76.0509 - val_loss: 23785.2479 - val_mean_absolute_error: 119.9038
Epoch 408/5000
148/148 [==============================] - 0s 74us/step - loss: 13269.4796 - mean_absolute_error: 75.9032 - val_loss: 23675.8517 - val_mean_absolute_error: 119.5057
Epoch 409/5000
148/148 [==============================] - 0s 68us/step - loss: 13229.6665 - mean_absolute_error: 75.7381 - val_loss: 23580.6173 - val_mean_absolute_error: 119.1595
Epoch 410/5000
148/148 [==============================] - 0s 81us/step - loss: 13196.3754 - mean_absolute_error: 75.6103 - val_loss: 23493.0522 - val_mean_absolute_error: 118.8398
Epoch 411/5000
148/148 [==============================] - 0s 68us/step - loss: 13162.1455 - mean_absolute_error: 75.4887 - val_loss: 23415.4689 - val_mean_absolute_error: 118.5585
Epoch 412/5000
148/148 [==============================] - 0s 74us/step - loss: 13129.8526 - mean_absolute_error: 75.3629 - val_loss: 23343.1505 - val_mean_absolute_error: 118.3001
Epoch 413/5000
148/148 [==============================] - 0s 68us/step - loss: 13096.2466 - mean_absolute_error: 75.2612 - val_loss: 23251.1209 - val_mean_absolute_error: 117.9750
Epoch 414/5000
148/148 [==============================] - 0s 74us/step - loss: 13063.4500 - mean_absolute_error: 75.1513 - val_loss: 23142.4798 - val_mean_absolute_error: 117.5918
Epoch 415/5000
148/148 [==============================] - 0s 68us/step - loss: 13024.1252 - mean_absolute_error: 75.0217 - val_loss: 23046.6318 - val_mean_absolute_error: 117.2502
Epoch 416/5000
148/148 [==============================] - 0s 74us/step - loss: 12985.7339 - mean_absolute_error: 74.9110 - val_loss: 22935.7823 - val_mean_absolute_error: 116.8605
Epoch 417/5000
148/148 [==============================] - 0s 74us/step - loss: 12947.9276 - mean_absolute_error: 74.7903 - val_loss: 22845.8874 - val_mean_absolute_error: 116.5443
Epoch 418/5000
148/148 [==============================] - 0s 81us/step - loss: 12915.2293 - mean_absolute_error: 74.6977 - val_loss: 22764.2485 - val_mean_absolute_error: 116.2561
Epoch 419/5000
148/148 [==============================] - 0s 68us/step - loss: 12881.2487 - mean_absolute_error: 74.5834 - val_loss: 22686.9146 - val_mean_absolute_error: 115.9767
Epoch 420/5000
148/148 [==============================] - 0s 74us/step - loss: 12845.1440 - mean_absolute_error: 74.4652 - val_loss: 22611.9762 - val_mean_absolute_error: 115.6994
Epoch 421/5000
148/148 [==============================] - 0s 81us/step - loss: 12814.7337 - mean_absolute_error: 74.3701 - val_loss: 22539.8737 - val_mean_absolute_error: 115.4288
Epoch 422/5000
148/148 [==============================] - 0s 68us/step - loss: 12781.1746 - mean_absolute_error: 74.2757 - val_loss: 22466.0265 - val_mean_absolute_error: 115.1470
Epoch 423/5000
148/148 [==============================] - 0s 74us/step - loss: 12750.2584 - mean_absolute_error: 74.1769 - val_loss: 22390.3366 - val_mean_absolute_error: 114.8507
Epoch 424/5000
148/148 [==============================] - 0s 68us/step - loss: 12716.1710 - mean_absolute_error: 74.0738 - val_loss: 22322.0565 - val_mean_absolute_error: 114.5847
Epoch 425/5000
148/148 [==============================] - 0s 81us/step - loss: 12688.6007 - mean_absolute_error: 73.9844 - val_loss: 22260.6830 - val_mean_absolute_error: 114.3640
Epoch 426/5000
148/148 [==============================] - 0s 68us/step - loss: 12654.8387 - mean_absolute_error: 73.8891 - val_loss: 22202.2280 - val_mean_absolute_error: 114.1604
Epoch 427/5000
148/148 [==============================] - 0s 74us/step - loss: 12627.8749 - mean_absolute_error: 73.8279 - val_loss: 22142.3191 - val_mean_absolute_error: 113.9532
Epoch 428/5000
148/148 [==============================] - 0s 88us/step - loss: 12605.1320 - mean_absolute_error: 73.7961 - val_loss: 22081.0460 - val_mean_absolute_error: 113.7353
Epoch 429/5000
148/148 [==============================] - 0s 81us/step - loss: 12574.0164 - mean_absolute_error: 73.7128 - val_loss: 22026.5476 - val_mean_absolute_error: 113.5372
Epoch 430/5000
148/148 [==============================] - 0s 68us/step - loss: 12544.9827 - mean_absolute_error: 73.6426 - val_loss: 21970.5930 - val_mean_absolute_error: 113.3360
Epoch 431/5000
148/148 [==============================] - 0s 68us/step - loss: 12518.9875 - mean_absolute_error: 73.5814 - val_loss: 21912.1560 - val_mean_absolute_error: 113.1332
Epoch 432/5000
148/148 [==============================] - 0s 74us/step - loss: 12490.6493 - mean_absolute_error: 73.5373 - val_loss: 21856.2095 - val_mean_absolute_error: 112.9354
Epoch 433/5000
148/148 [==============================] - 0s 61us/step - loss: 12457.0511 - mean_absolute_error: 73.4583 - val_loss: 21816.3423 - val_mean_absolute_error: 112.7986
Epoch 434/5000
148/148 [==============================] - 0s 68us/step - loss: 12429.4295 - mean_absolute_error: 73.3924 - val_loss: 21755.4030 - val_mean_absolute_error: 112.5762
Epoch 435/5000
148/148 [==============================] - 0s 74us/step - loss: 12403.5874 - mean_absolute_error: 73.3282 - val_loss: 21681.9600 - val_mean_absolute_error: 112.2997
Epoch 436/5000
148/148 [==============================] - 0s 74us/step - loss: 12371.0645 - mean_absolute_error: 73.2507 - val_loss: 21614.7084 - val_mean_absolute_error: 112.0382
Epoch 437/5000
148/148 [==============================] - 0s 74us/step - loss: 12341.6219 - mean_absolute_error: 73.1648 - val_loss: 21549.4938 - val_mean_absolute_error: 111.7743
Epoch 438/5000
148/148 [==============================] - 0s 74us/step - loss: 12312.3735 - mean_absolute_error: 73.0741 - val_loss: 21489.4575 - val_mean_absolute_error: 111.5349
Epoch 439/5000
148/148 [==============================] - 0s 74us/step - loss: 12287.1559 - mean_absolute_error: 72.9908 - val_loss: 21427.9700 - val_mean_absolute_error: 111.2994
Epoch 440/5000
148/148 [==============================] - 0s 74us/step - loss: 12261.1004 - mean_absolute_error: 72.9342 - val_loss: 21368.8780 - val_mean_absolute_error: 111.0872
Epoch 441/5000
148/148 [==============================] - 0s 68us/step - loss: 12234.9290 - mean_absolute_error: 72.8721 - val_loss: 21298.8222 - val_mean_absolute_error: 110.8368
Epoch 442/5000
148/148 [==============================] - 0s 74us/step - loss: 12207.3478 - mean_absolute_error: 72.7905 - val_loss: 21220.4128 - val_mean_absolute_error: 110.5496
Epoch 443/5000
148/148 [==============================] - 0s 68us/step - loss: 12182.0116 - mean_absolute_error: 72.7266 - val_loss: 21141.2292 - val_mean_absolute_error: 110.2594
Epoch 444/5000
148/148 [==============================] - 0s 61us/step - loss: 12154.8895 - mean_absolute_error: 72.6577 - val_loss: 21073.9152 - val_mean_absolute_error: 110.0129
Epoch 445/5000
148/148 [==============================] - 0s 74us/step - loss: 12133.2628 - mean_absolute_error: 72.6045 - val_loss: 21018.5200 - val_mean_absolute_error: 109.8133
Epoch 446/5000
148/148 [==============================] - 0s 74us/step - loss: 12113.0297 - mean_absolute_error: 72.5498 - val_loss: 20968.5253 - val_mean_absolute_error: 109.6370
Epoch 447/5000
148/148 [==============================] - 0s 81us/step - loss: 12091.9010 - mean_absolute_error: 72.4971 - val_loss: 20916.3114 - val_mean_absolute_error: 109.4568
Epoch 448/5000
148/148 [==============================] - 0s 68us/step - loss: 12069.2187 - mean_absolute_error: 72.4411 - val_loss: 20858.2605 - val_mean_absolute_error: 109.2568
Epoch 449/5000
148/148 [==============================] - 0s 74us/step - loss: 12047.8628 - mean_absolute_error: 72.3730 - val_loss: 20797.8129 - val_mean_absolute_error: 109.0421
Epoch 450/5000
148/148 [==============================] - 0s 68us/step - loss: 12024.5867 - mean_absolute_error: 72.3075 - val_loss: 20742.1337 - val_mean_absolute_error: 108.8383
Epoch 451/5000
148/148 [==============================] - 0s 74us/step - loss: 12004.1449 - mean_absolute_error: 72.2358 - val_loss: 20694.4183 - val_mean_absolute_error: 108.6567
Epoch 452/5000
148/148 [==============================] - 0s 74us/step - loss: 11982.2288 - mean_absolute_error: 72.1791 - val_loss: 20655.8029 - val_mean_absolute_error: 108.5179
Epoch 453/5000
148/148 [==============================] - 0s 74us/step - loss: 11964.2296 - mean_absolute_error: 72.1474 - val_loss: 20613.9002 - val_mean_absolute_error: 108.3641
Epoch 454/5000
148/148 [==============================] - 0s 81us/step - loss: 11945.2537 - mean_absolute_error: 72.1141 - val_loss: 20573.0563 - val_mean_absolute_error: 108.2134
Epoch 455/5000
148/148 [==============================] - 0s 71us/step - loss: 11925.1766 - mean_absolute_error: 72.0920 - val_loss: 20530.1366 - val_mean_absolute_error: 108.0611
Epoch 456/5000
148/148 [==============================] - 0s 81us/step - loss: 11905.7524 - mean_absolute_error: 72.0637 - val_loss: 20481.9481 - val_mean_absolute_error: 107.8873
Epoch 457/5000
148/148 [==============================] - 0s 77us/step - loss: 11883.9427 - mean_absolute_error: 72.0351 - val_loss: 20421.0854 - val_mean_absolute_error: 107.6656
Epoch 458/5000
148/148 [==============================] - 0s 68us/step - loss: 11858.7697 - mean_absolute_error: 71.9855 - val_loss: 20366.1409 - val_mean_absolute_error: 107.4762
Epoch 459/5000
148/148 [==============================] - 0s 68us/step - loss: 11837.4567 - mean_absolute_error: 71.9820 - val_loss: 20308.5272 - val_mean_absolute_error: 107.2817
Epoch 460/5000
148/148 [==============================] - 0s 66us/step - loss: 11811.1500 - mean_absolute_error: 71.9424 - val_loss: 20262.5064 - val_mean_absolute_error: 107.1262
Epoch 461/5000
148/148 [==============================] - 0s 68us/step - loss: 11790.9998 - mean_absolute_error: 71.9166 - val_loss: 20210.1695 - val_mean_absolute_error: 106.9290
Epoch 462/5000
148/148 [==============================] - 0s 81us/step - loss: 11771.4577 - mean_absolute_error: 71.8843 - val_loss: 20155.2543 - val_mean_absolute_error: 106.7253
Epoch 463/5000
148/148 [==============================] - 0s 74us/step - loss: 11749.9179 - mean_absolute_error: 71.8470 - val_loss: 20088.1126 - val_mean_absolute_error: 106.4820
Epoch 464/5000
148/148 [==============================] - 0s 73us/step - loss: 11725.9070 - mean_absolute_error: 71.8034 - val_loss: 20033.0043 - val_mean_absolute_error: 106.2929
Epoch 465/5000
148/148 [==============================] - 0s 68us/step - loss: 11703.1954 - mean_absolute_error: 71.7759 - val_loss: 19988.5591 - val_mean_absolute_error: 106.1389
Epoch 466/5000
148/148 [==============================] - 0s 81us/step - loss: 11685.4148 - mean_absolute_error: 71.7566 - val_loss: 19947.4721 - val_mean_absolute_error: 105.9980
Epoch 467/5000
148/148 [==============================] - 0s 74us/step - loss: 11667.8563 - mean_absolute_error: 71.7296 - val_loss: 19910.4349 - val_mean_absolute_error: 105.8676
Epoch 468/5000
148/148 [==============================] - 0s 68us/step - loss: 11652.1783 - mean_absolute_error: 71.6937 - val_loss: 19871.4759 - val_mean_absolute_error: 105.7259
Epoch 469/5000
148/148 [==============================] - 0s 74us/step - loss: 11636.7074 - mean_absolute_error: 71.6640 - val_loss: 19831.7823 - val_mean_absolute_error: 105.5837
Epoch 470/5000
148/148 [==============================] - 0s 74us/step - loss: 11619.3291 - mean_absolute_error: 71.6293 - val_loss: 19796.7712 - val_mean_absolute_error: 105.4584
Epoch 471/5000
148/148 [==============================] - 0s 68us/step - loss: 11603.3613 - mean_absolute_error: 71.5924 - val_loss: 19752.8253 - val_mean_absolute_error: 105.2947
Epoch 472/5000
148/148 [==============================] - 0s 69us/step - loss: 11585.6275 - mean_absolute_error: 71.5549 - val_loss: 19691.1885 - val_mean_absolute_error: 105.0640
Epoch 473/5000
148/148 [==============================] - 0s 81us/step - loss: 11564.8161 - mean_absolute_error: 71.4935 - val_loss: 19642.8120 - val_mean_absolute_error: 104.8825
Epoch 474/5000
148/148 [==============================] - 0s 72us/step - loss: 11549.7303 - mean_absolute_error: 71.4703 - val_loss: 19599.8512 - val_mean_absolute_error: 104.7253
Epoch 475/5000
148/148 [==============================] - 0s 61us/step - loss: 11535.0798 - mean_absolute_error: 71.4406 - val_loss: 19557.2420 - val_mean_absolute_error: 104.5668
Epoch 476/5000
148/148 [==============================] - 0s 68us/step - loss: 11518.7068 - mean_absolute_error: 71.4118 - val_loss: 19521.2409 - val_mean_absolute_error: 104.4334
Epoch 477/5000
148/148 [==============================] - 0s 68us/step - loss: 11503.4621 - mean_absolute_error: 71.3811 - val_loss: 19485.8209 - val_mean_absolute_error: 104.3052
Epoch 478/5000
148/148 [==============================] - 0s 68us/step - loss: 11486.5582 - mean_absolute_error: 71.3480 - val_loss: 19441.0134 - val_mean_absolute_error: 104.1394
Epoch 479/5000
148/148 [==============================] - 0s 74us/step - loss: 11469.7999 - mean_absolute_error: 71.3171 - val_loss: 19393.5887 - val_mean_absolute_error: 103.9603
Epoch 480/5000
148/148 [==============================] - 0s 68us/step - loss: 11453.0261 - mean_absolute_error: 71.2843 - val_loss: 19350.2082 - val_mean_absolute_error: 103.7945
Epoch 481/5000
148/148 [==============================] - 0s 68us/step - loss: 11437.1379 - mean_absolute_error: 71.2563 - val_loss: 19302.1117 - val_mean_absolute_error: 103.6116
Epoch 482/5000
148/148 [==============================] - 0s 68us/step - loss: 11420.5296 - mean_absolute_error: 71.2183 - val_loss: 19261.7261 - val_mean_absolute_error: 103.4644
Epoch 483/5000
148/148 [==============================] - 0s 74us/step - loss: 11403.0916 - mean_absolute_error: 71.1870 - val_loss: 19221.8329 - val_mean_absolute_error: 103.3133
Epoch 484/5000
148/148 [==============================] - 0s 88us/step - loss: 11387.1437 - mean_absolute_error: 71.1513 - val_loss: 19186.7976 - val_mean_absolute_error: 103.1853
Epoch 485/5000
148/148 [==============================] - 0s 68us/step - loss: 11372.1582 - mean_absolute_error: 71.1205 - val_loss: 19149.6226 - val_mean_absolute_error: 103.0490
Epoch 486/5000
148/148 [==============================] - 0s 74us/step - loss: 11357.5738 - mean_absolute_error: 71.1042 - val_loss: 19116.1569 - val_mean_absolute_error: 102.9283
Epoch 487/5000
148/148 [==============================] - 0s 73us/step - loss: 11342.3239 - mean_absolute_error: 71.0697 - val_loss: 19085.7225 - val_mean_absolute_error: 102.8172
Epoch 488/5000
148/148 [==============================] - 0s 94us/step - loss: 11328.6293 - mean_absolute_error: 71.0370 - val_loss: 19058.9208 - val_mean_absolute_error: 102.7305
Epoch 489/5000
148/148 [==============================] - 0s 68us/step - loss: 11315.1717 - mean_absolute_error: 71.0189 - val_loss: 19026.9040 - val_mean_absolute_error: 102.6387
Epoch 490/5000
148/148 [==============================] - 0s 74us/step - loss: 11297.0450 - mean_absolute_error: 71.0016 - val_loss: 18988.4169 - val_mean_absolute_error: 102.5225
Epoch 491/5000
148/148 [==============================] - 0s 128us/step - loss: 11277.5024 - mean_absolute_error: 70.9908 - val_loss: 18945.6530 - val_mean_absolute_error: 102.3805
Epoch 492/5000
148/148 [==============================] - 0s 162us/step - loss: 11260.8016 - mean_absolute_error: 70.9636 - val_loss: 18910.0576 - val_mean_absolute_error: 102.2643
Epoch 493/5000
148/148 [==============================] - 0s 122us/step - loss: 11243.2738 - mean_absolute_error: 70.9487 - val_loss: 18883.7961 - val_mean_absolute_error: 102.1949
Epoch 494/5000
148/148 [==============================] - 0s 122us/step - loss: 11225.0807 - mean_absolute_error: 70.9335 - val_loss: 18855.7443 - val_mean_absolute_error: 102.1043
Epoch 495/5000
148/148 [==============================] - 0s 95us/step - loss: 11209.5933 - mean_absolute_error: 70.9071 - val_loss: 18830.6057 - val_mean_absolute_error: 102.0182
Epoch 496/5000
148/148 [==============================] - 0s 81us/step - loss: 11197.1580 - mean_absolute_error: 70.8850 - val_loss: 18805.8711 - val_mean_absolute_error: 101.9361
Epoch 497/5000
148/148 [==============================] - 0s 74us/step - loss: 11181.1537 - mean_absolute_error: 70.8649 - val_loss: 18769.2129 - val_mean_absolute_error: 101.8090
Epoch 498/5000
148/148 [==============================] - 0s 74us/step - loss: 11162.3082 - mean_absolute_error: 70.8609 - val_loss: 18724.1217 - val_mean_absolute_error: 101.6627
Epoch 499/5000
148/148 [==============================] - 0s 74us/step - loss: 11146.8625 - mean_absolute_error: 70.8785 - val_loss: 18684.4433 - val_mean_absolute_error: 101.5440
Epoch 500/5000
148/148 [==============================] - 0s 74us/step - loss: 11125.5283 - mean_absolute_error: 70.8762 - val_loss: 18648.5468 - val_mean_absolute_error: 101.4312
Epoch 501/5000
148/148 [==============================] - 0s 68us/step - loss: 11108.3986 - mean_absolute_error: 70.8724 - val_loss: 18620.5930 - val_mean_absolute_error: 101.3344
Epoch 502/5000
148/148 [==============================] - 0s 81us/step - loss: 11094.1632 - mean_absolute_error: 70.8440 - val_loss: 18593.1597 - val_mean_absolute_error: 101.2307
Epoch 503/5000
148/148 [==============================] - 0s 74us/step - loss: 11082.3960 - mean_absolute_error: 70.8184 - val_loss: 18565.5439 - val_mean_absolute_error: 101.1324
Epoch 504/5000
148/148 [==============================] - 0s 74us/step - loss: 11068.7799 - mean_absolute_error: 70.7839 - val_loss: 18539.3509 - val_mean_absolute_error: 101.0402
Epoch 505/5000
148/148 [==============================] - 0s 68us/step - loss: 11055.5993 - mean_absolute_error: 70.7517 - val_loss: 18503.8654 - val_mean_absolute_error: 100.9111
Epoch 506/5000
148/148 [==============================] - 0s 74us/step - loss: 11041.3440 - mean_absolute_error: 70.7190 - val_loss: 18469.1970 - val_mean_absolute_error: 100.7858
Epoch 507/5000
148/148 [==============================] - 0s 74us/step - loss: 11027.4336 - mean_absolute_error: 70.6904 - val_loss: 18424.7588 - val_mean_absolute_error: 100.6173
Epoch 508/5000
148/148 [==============================] - 0s 74us/step - loss: 11010.2909 - mean_absolute_error: 70.6568 - val_loss: 18391.1809 - val_mean_absolute_error: 100.5027
Epoch 509/5000
148/148 [==============================] - 0s 74us/step - loss: 10997.4168 - mean_absolute_error: 70.6443 - val_loss: 18369.7395 - val_mean_absolute_error: 100.4405
Epoch 510/5000
148/148 [==============================] - 0s 81us/step - loss: 10983.5384 - mean_absolute_error: 70.6412 - val_loss: 18346.7788 - val_mean_absolute_error: 100.3676
Epoch 511/5000
148/148 [==============================] - 0s 81us/step - loss: 10971.2939 - mean_absolute_error: 70.6255 - val_loss: 18325.7997 - val_mean_absolute_error: 100.3049
Epoch 512/5000
148/148 [==============================] - 0s 68us/step - loss: 10958.1027 - mean_absolute_error: 70.6127 - val_loss: 18301.2471 - val_mean_absolute_error: 100.2414
Epoch 513/5000
148/148 [==============================] - 0s 74us/step - loss: 10942.5274 - mean_absolute_error: 70.5984 - val_loss: 18274.9852 - val_mean_absolute_error: 100.1616
Epoch 514/5000
148/148 [==============================] - 0s 68us/step - loss: 10929.5131 - mean_absolute_error: 70.5820 - val_loss: 18250.9850 - val_mean_absolute_error: 100.0871
Epoch 515/5000
148/148 [==============================] - 0s 74us/step - loss: 10914.8914 - mean_absolute_error: 70.5430 - val_loss: 18225.6034 - val_mean_absolute_error: 99.9965
Epoch 516/5000
148/148 [==============================] - 0s 68us/step - loss: 10902.1193 - mean_absolute_error: 70.5139 - val_loss: 18198.3838 - val_mean_absolute_error: 99.9018
Epoch 517/5000
148/148 [==============================] - 0s 68us/step - loss: 10886.6668 - mean_absolute_error: 70.4673 - val_loss: 18163.8089 - val_mean_absolute_error: 99.7734
Epoch 518/5000
148/148 [==============================] - 0s 74us/step - loss: 10873.1744 - mean_absolute_error: 70.4276 - val_loss: 18130.0910 - val_mean_absolute_error: 99.6459
Epoch 519/5000
148/148 [==============================] - 0s 74us/step - loss: 10857.8775 - mean_absolute_error: 70.3918 - val_loss: 18099.7514 - val_mean_absolute_error: 99.5453
Epoch 520/5000
148/148 [==============================] - 0s 81us/step - loss: 10843.8549 - mean_absolute_error: 70.3817 - val_loss: 18067.9395 - val_mean_absolute_error: 99.4519
Epoch 521/5000
148/148 [==============================] - 0s 74us/step - loss: 10823.0347 - mean_absolute_error: 70.3479 - val_loss: 18041.8080 - val_mean_absolute_error: 99.3714
Epoch 522/5000
148/148 [==============================] - 0s 74us/step - loss: 10808.2331 - mean_absolute_error: 70.3256 - val_loss: 18016.3409 - val_mean_absolute_error: 99.2887
Epoch 523/5000
148/148 [==============================] - 0s 68us/step - loss: 10794.4850 - mean_absolute_error: 70.2998 - val_loss: 17987.5777 - val_mean_absolute_error: 99.2010
Epoch 524/5000
148/148 [==============================] - 0s 74us/step - loss: 10780.7602 - mean_absolute_error: 70.2742 - val_loss: 17962.4443 - val_mean_absolute_error: 99.1238
Epoch 525/5000
148/148 [==============================] - 0s 74us/step - loss: 10768.6782 - mean_absolute_error: 70.2476 - val_loss: 17936.1360 - val_mean_absolute_error: 99.0379
Epoch 526/5000
148/148 [==============================] - 0s 68us/step - loss: 10754.7998 - mean_absolute_error: 70.2191 - val_loss: 17906.5026 - val_mean_absolute_error: 98.9347
Epoch 527/5000
148/148 [==============================] - 0s 74us/step - loss: 10742.7480 - mean_absolute_error: 70.2047 - val_loss: 17874.5364 - val_mean_absolute_error: 98.8323
Epoch 528/5000
148/148 [==============================] - 0s 81us/step - loss: 10728.6311 - mean_absolute_error: 70.1947 - val_loss: 17836.8828 - val_mean_absolute_error: 98.6981
Epoch 529/5000
148/148 [==============================] - 0s 74us/step - loss: 10714.4402 - mean_absolute_error: 70.1801 - val_loss: 17804.4698 - val_mean_absolute_error: 98.5829
Epoch 530/5000
148/148 [==============================] - 0s 74us/step - loss: 10699.8318 - mean_absolute_error: 70.1575 - val_loss: 17772.1613 - val_mean_absolute_error: 98.4617
Epoch 531/5000
148/148 [==============================] - 0s 74us/step - loss: 10689.5329 - mean_absolute_error: 70.1469 - val_loss: 17741.5334 - val_mean_absolute_error: 98.3476
Epoch 532/5000
148/148 [==============================] - 0s 74us/step - loss: 10675.7509 - mean_absolute_error: 70.1268 - val_loss: 17711.9066 - val_mean_absolute_error: 98.2331
Epoch 533/5000
148/148 [==============================] - 0s 68us/step - loss: 10663.5630 - mean_absolute_error: 70.1012 - val_loss: 17684.8464 - val_mean_absolute_error: 98.1422
Epoch 534/5000
148/148 [==============================] - 0s 74us/step - loss: 10650.7726 - mean_absolute_error: 70.0860 - val_loss: 17656.2556 - val_mean_absolute_error: 98.0463
Epoch 535/5000
148/148 [==============================] - 0s 74us/step - loss: 10640.1781 - mean_absolute_error: 70.0682 - val_loss: 17631.1431 - val_mean_absolute_error: 97.9682
Epoch 536/5000
148/148 [==============================] - 0s 68us/step - loss: 10626.6943 - mean_absolute_error: 70.0479 - val_loss: 17607.0564 - val_mean_absolute_error: 97.8939
Epoch 537/5000
148/148 [==============================] - 0s 74us/step - loss: 10612.7097 - mean_absolute_error: 70.0228 - val_loss: 17578.2776 - val_mean_absolute_error: 97.7914
Epoch 538/5000
148/148 [==============================] - 0s 81us/step - loss: 10598.9831 - mean_absolute_error: 69.9870 - val_loss: 17543.8748 - val_mean_absolute_error: 97.6594
Epoch 539/5000
148/148 [==============================] - 0s 101us/step - loss: 10584.8339 - mean_absolute_error: 69.9572 - val_loss: 17504.2220 - val_mean_absolute_error: 97.5031
Epoch 540/5000
148/148 [==============================] - 0s 95us/step - loss: 10568.7203 - mean_absolute_error: 69.9298 - val_loss: 17470.4880 - val_mean_absolute_error: 97.3793
Epoch 541/5000
148/148 [==============================] - 0s 81us/step - loss: 10550.3509 - mean_absolute_error: 69.8959 - val_loss: 17441.1914 - val_mean_absolute_error: 97.2719
Epoch 542/5000
148/148 [==============================] - 0s 68us/step - loss: 10537.9354 - mean_absolute_error: 69.8805 - val_loss: 17416.7550 - val_mean_absolute_error: 97.1854
Epoch 543/5000
148/148 [==============================] - 0s 81us/step - loss: 10524.7760 - mean_absolute_error: 69.8517 - val_loss: 17393.9234 - val_mean_absolute_error: 97.0998
Epoch 544/5000
148/148 [==============================] - 0s 81us/step - loss: 10512.0259 - mean_absolute_error: 69.8192 - val_loss: 17373.6584 - val_mean_absolute_error: 97.0235
Epoch 545/5000
148/148 [==============================] - 0s 81us/step - loss: 10502.5293 - mean_absolute_error: 69.7992 - val_loss: 17353.5978 - val_mean_absolute_error: 96.9574
Epoch 546/5000
148/148 [==============================] - 0s 68us/step - loss: 10488.3389 - mean_absolute_error: 69.7746 - val_loss: 17325.2618 - val_mean_absolute_error: 96.8728
Epoch 547/5000
148/148 [==============================] - 0s 74us/step - loss: 10473.2686 - mean_absolute_error: 69.7475 - val_loss: 17295.2122 - val_mean_absolute_error: 96.7728
Epoch 548/5000
148/148 [==============================] - 0s 74us/step - loss: 10457.8680 - mean_absolute_error: 69.7215 - val_loss: 17256.7519 - val_mean_absolute_error: 96.6249
Epoch 549/5000
148/148 [==============================] - 0s 74us/step - loss: 10440.8659 - mean_absolute_error: 69.6867 - val_loss: 17229.6426 - val_mean_absolute_error: 96.5357
Epoch 550/5000
148/148 [==============================] - 0s 68us/step - loss: 10426.7615 - mean_absolute_error: 69.6546 - val_loss: 17206.1370 - val_mean_absolute_error: 96.4593
Epoch 551/5000
148/148 [==============================] - 0s 95us/step - loss: 10416.1781 - mean_absolute_error: 69.6335 - val_loss: 17183.6867 - val_mean_absolute_error: 96.3839
Epoch 552/5000
148/148 [==============================] - 0s 81us/step - loss: 10404.7730 - mean_absolute_error: 69.6105 - val_loss: 17157.5757 - val_mean_absolute_error: 96.2871
Epoch 553/5000
148/148 [==============================] - 0s 81us/step - loss: 10392.1810 - mean_absolute_error: 69.5827 - val_loss: 17122.7951 - val_mean_absolute_error: 96.1495
Epoch 554/5000
148/148 [==============================] - 0s 61us/step - loss: 10380.1473 - mean_absolute_error: 69.5611 - val_loss: 17087.7318 - val_mean_absolute_error: 96.0170
Epoch 555/5000
148/148 [==============================] - 0s 81us/step - loss: 10366.2274 - mean_absolute_error: 69.5378 - val_loss: 17058.0782 - val_mean_absolute_error: 95.9028
Epoch 556/5000
148/148 [==============================] - 0s 81us/step - loss: 10353.0682 - mean_absolute_error: 69.5136 - val_loss: 17031.2633 - val_mean_absolute_error: 95.7961
Epoch 557/5000
148/148 [==============================] - 0s 74us/step - loss: 10342.4712 - mean_absolute_error: 69.4845 - val_loss: 17006.7844 - val_mean_absolute_error: 95.7013
Epoch 558/5000
148/148 [==============================] - 0s 74us/step - loss: 10331.3196 - mean_absolute_error: 69.4676 - val_loss: 16971.0390 - val_mean_absolute_error: 95.5479
Epoch 559/5000
148/148 [==============================] - 0s 74us/step - loss: 10318.6282 - mean_absolute_error: 69.4438 - val_loss: 16941.1664 - val_mean_absolute_error: 95.4240
Epoch 560/5000
148/148 [==============================] - 0s 74us/step - loss: 10308.5646 - mean_absolute_error: 69.4267 - val_loss: 16900.4563 - val_mean_absolute_error: 95.2567
Epoch 561/5000
148/148 [==============================] - 0s 68us/step - loss: 10292.4210 - mean_absolute_error: 69.3930 - val_loss: 16853.3653 - val_mean_absolute_error: 95.0691
Epoch 562/5000
148/148 [==============================] - 0s 68us/step - loss: 10273.9650 - mean_absolute_error: 69.3671 - val_loss: 16808.4500 - val_mean_absolute_error: 94.8957
Epoch 563/5000
148/148 [==============================] - 0s 74us/step - loss: 10258.1888 - mean_absolute_error: 69.3571 - val_loss: 16756.9503 - val_mean_absolute_error: 94.6970
Epoch 564/5000
148/148 [==============================] - 0s 74us/step - loss: 10241.9364 - mean_absolute_error: 69.3290 - val_loss: 16714.9336 - val_mean_absolute_error: 94.5335
Epoch 565/5000
148/148 [==============================] - 0s 68us/step - loss: 10228.5801 - mean_absolute_error: 69.3140 - val_loss: 16678.2371 - val_mean_absolute_error: 94.3973
Epoch 566/5000
148/148 [==============================] - 0s 81us/step - loss: 10214.5950 - mean_absolute_error: 69.3013 - val_loss: 16644.0832 - val_mean_absolute_error: 94.2597
Epoch 567/5000
148/148 [==============================] - 0s 61us/step - loss: 10203.3429 - mean_absolute_error: 69.2870 - val_loss: 16609.9658 - val_mean_absolute_error: 94.1218
Epoch 568/5000
148/148 [==============================] - 0s 61us/step - loss: 10189.0411 - mean_absolute_error: 69.2504 - val_loss: 16580.9623 - val_mean_absolute_error: 94.0021
Epoch 569/5000
148/148 [==============================] - 0s 74us/step - loss: 10176.2584 - mean_absolute_error: 69.2200 - val_loss: 16552.6674 - val_mean_absolute_error: 93.9042
Epoch 570/5000
148/148 [==============================] - 0s 74us/step - loss: 10162.8091 - mean_absolute_error: 69.1926 - val_loss: 16531.6639 - val_mean_absolute_error: 93.8362
Epoch 571/5000
148/148 [==============================] - 0s 81us/step - loss: 10150.6146 - mean_absolute_error: 69.1634 - val_loss: 16509.0501 - val_mean_absolute_error: 93.7583
Epoch 572/5000
148/148 [==============================] - 0s 81us/step - loss: 10138.7890 - mean_absolute_error: 69.1387 - val_loss: 16480.3937 - val_mean_absolute_error: 93.6474
Epoch 573/5000
148/148 [==============================] - 0s 81us/step - loss: 10125.1424 - mean_absolute_error: 69.1045 - val_loss: 16458.9342 - val_mean_absolute_error: 93.5797
Epoch 574/5000
148/148 [==============================] - 0s 74us/step - loss: 10112.1024 - mean_absolute_error: 69.0714 - val_loss: 16432.2053 - val_mean_absolute_error: 93.4817
Epoch 575/5000
148/148 [==============================] - 0s 74us/step - loss: 10098.8127 - mean_absolute_error: 69.0443 - val_loss: 16405.4074 - val_mean_absolute_error: 93.3761
Epoch 576/5000
148/148 [==============================] - 0s 74us/step - loss: 10089.4378 - mean_absolute_error: 69.0241 - val_loss: 16382.1390 - val_mean_absolute_error: 93.2868
Epoch 577/5000
148/148 [==============================] - 0s 74us/step - loss: 10077.4514 - mean_absolute_error: 68.9949 - val_loss: 16365.5154 - val_mean_absolute_error: 93.2342
Epoch 578/5000
148/148 [==============================] - 0s 74us/step - loss: 10066.4550 - mean_absolute_error: 68.9790 - val_loss: 16345.6286 - val_mean_absolute_error: 93.1745
Epoch 579/5000
148/148 [==============================] - 0s 68us/step - loss: 10053.4807 - mean_absolute_error: 68.9522 - val_loss: 16317.3395 - val_mean_absolute_error: 93.0724
Epoch 580/5000
148/148 [==============================] - 0s 74us/step - loss: 10041.2616 - mean_absolute_error: 68.9254 - val_loss: 16292.8102 - val_mean_absolute_error: 92.9838
Epoch 581/5000
148/148 [==============================] - 0s 68us/step - loss: 10029.5942 - mean_absolute_error: 68.9038 - val_loss: 16270.5584 - val_mean_absolute_error: 92.9009
Epoch 582/5000
148/148 [==============================] - 0s 68us/step - loss: 10017.5385 - mean_absolute_error: 68.8892 - val_loss: 16253.2874 - val_mean_absolute_error: 92.8485
Epoch 583/5000
148/148 [==============================] - 0s 68us/step - loss: 10005.9086 - mean_absolute_error: 68.8701 - val_loss: 16236.3860 - val_mean_absolute_error: 92.7926
Epoch 584/5000
148/148 [==============================] - 0s 74us/step - loss: 9996.8586 - mean_absolute_error: 68.8545 - val_loss: 16216.4191 - val_mean_absolute_error: 92.7174
Epoch 585/5000
148/148 [==============================] - 0s 74us/step - loss: 9985.8698 - mean_absolute_error: 68.8267 - val_loss: 16200.5833 - val_mean_absolute_error: 92.6593
Epoch 586/5000
148/148 [==============================] - 0s 74us/step - loss: 9976.5657 - mean_absolute_error: 68.7947 - val_loss: 16191.4167 - val_mean_absolute_error: 92.6431
Epoch 587/5000
148/148 [==============================] - 0s 68us/step - loss: 9966.3144 - mean_absolute_error: 68.7727 - val_loss: 16177.9543 - val_mean_absolute_error: 92.6103
Epoch 588/5000
148/148 [==============================] - 0s 74us/step - loss: 9953.9049 - mean_absolute_error: 68.7529 - val_loss: 16159.6196 - val_mean_absolute_error: 92.5633
Epoch 589/5000
148/148 [==============================] - 0s 68us/step - loss: 9940.6283 - mean_absolute_error: 68.7386 - val_loss: 16141.5687 - val_mean_absolute_error: 92.5218
Epoch 590/5000
148/148 [==============================] - 0s 68us/step - loss: 9929.0793 - mean_absolute_error: 68.7327 - val_loss: 16116.7391 - val_mean_absolute_error: 92.4441
Epoch 591/5000
148/148 [==============================] - 0s 74us/step - loss: 9914.5695 - mean_absolute_error: 68.7114 - val_loss: 16081.1220 - val_mean_absolute_error: 92.2957
Epoch 592/5000
148/148 [==============================] - 0s 74us/step - loss: 9902.1192 - mean_absolute_error: 68.6861 - val_loss: 16057.4544 - val_mean_absolute_error: 92.1968
Epoch 593/5000
148/148 [==============================] - 0s 74us/step - loss: 9892.1946 - mean_absolute_error: 68.6572 - val_loss: 16039.6161 - val_mean_absolute_error: 92.1313
Epoch 594/5000
148/148 [==============================] - 0s 74us/step - loss: 9881.8316 - mean_absolute_error: 68.6285 - val_loss: 16024.7809 - val_mean_absolute_error: 92.0812
Epoch 595/5000
148/148 [==============================] - 0s 68us/step - loss: 9873.2316 - mean_absolute_error: 68.6075 - val_loss: 16010.5298 - val_mean_absolute_error: 92.0407
Epoch 596/5000
148/148 [==============================] - 0s 74us/step - loss: 9861.6283 - mean_absolute_error: 68.5756 - val_loss: 15996.9460 - val_mean_absolute_error: 91.9977
Epoch 597/5000
148/148 [==============================] - 0s 74us/step - loss: 9851.8774 - mean_absolute_error: 68.5524 - val_loss: 15982.0248 - val_mean_absolute_error: 91.9534
Epoch 598/5000
148/148 [==============================] - 0s 81us/step - loss: 9843.9184 - mean_absolute_error: 68.5346 - val_loss: 15956.1337 - val_mean_absolute_error: 91.8508
Epoch 599/5000
148/148 [==============================] - 0s 68us/step - loss: 9831.5792 - mean_absolute_error: 68.5045 - val_loss: 15935.6332 - val_mean_absolute_error: 91.7730
Epoch 600/5000
148/148 [==============================] - ETA: 0s - loss: 13861.3711 - mean_absolute_error: 74.11 - 0s 68us/step - loss: 9820.8311 - mean_absolute_error: 68.4775 - val_loss: 15905.0898 - val_mean_absolute_error: 91.6462
Epoch 601/5000
148/148 [==============================] - 0s 74us/step - loss: 9809.2325 - mean_absolute_error: 68.4607 - val_loss: 15874.4931 - val_mean_absolute_error: 91.5297
Epoch 602/5000
148/148 [==============================] - 0s 74us/step - loss: 9796.6613 - mean_absolute_error: 68.4463 - val_loss: 15845.1657 - val_mean_absolute_error: 91.4116
Epoch 603/5000
148/148 [==============================] - 0s 68us/step - loss: 9783.3869 - mean_absolute_error: 68.4187 - val_loss: 15820.5110 - val_mean_absolute_error: 91.3178
Epoch 604/5000
148/148 [==============================] - 0s 68us/step - loss: 9771.3642 - mean_absolute_error: 68.3971 - val_loss: 15802.5139 - val_mean_absolute_error: 91.2605
Epoch 605/5000
148/148 [==============================] - 0s 81us/step - loss: 9762.5020 - mean_absolute_error: 68.3892 - val_loss: 15784.7180 - val_mean_absolute_error: 91.2067
Epoch 606/5000
148/148 [==============================] - 0s 68us/step - loss: 9747.4118 - mean_absolute_error: 68.3509 - val_loss: 15775.4622 - val_mean_absolute_error: 91.1890
Epoch 607/5000
148/148 [==============================] - 0s 74us/step - loss: 9738.0274 - mean_absolute_error: 68.3253 - val_loss: 15763.9476 - val_mean_absolute_error: 91.1544
Epoch 608/5000
148/148 [==============================] - 0s 61us/step - loss: 9729.2104 - mean_absolute_error: 68.3018 - val_loss: 15751.4298 - val_mean_absolute_error: 91.1112
Epoch 609/5000
148/148 [==============================] - 0s 74us/step - loss: 9717.8749 - mean_absolute_error: 68.2792 - val_loss: 15742.0525 - val_mean_absolute_error: 91.0960
Epoch 610/5000
148/148 [==============================] - 0s 81us/step - loss: 9704.9307 - mean_absolute_error: 68.2426 - val_loss: 15730.6431 - val_mean_absolute_error: 91.0742
Epoch 611/5000
148/148 [==============================] - 0s 81us/step - loss: 9696.1068 - mean_absolute_error: 68.2162 - val_loss: 15718.2592 - val_mean_absolute_error: 91.0366
Epoch 612/5000
148/148 [==============================] - 0s 68us/step - loss: 9685.0733 - mean_absolute_error: 68.1865 - val_loss: 15703.9388 - val_mean_absolute_error: 90.9865
Epoch 613/5000
148/148 [==============================] - 0s 81us/step - loss: 9674.5428 - mean_absolute_error: 68.1630 - val_loss: 15672.8358 - val_mean_absolute_error: 90.8519
Epoch 614/5000
148/148 [==============================] - 0s 68us/step - loss: 9660.7343 - mean_absolute_error: 68.1346 - val_loss: 15653.5772 - val_mean_absolute_error: 90.7864
Epoch 615/5000
148/148 [==============================] - 0s 81us/step - loss: 9647.3931 - mean_absolute_error: 68.0940 - val_loss: 15640.2414 - val_mean_absolute_error: 90.7345
Epoch 616/5000
148/148 [==============================] - 0s 74us/step - loss: 9638.1841 - mean_absolute_error: 68.0689 - val_loss: 15623.1486 - val_mean_absolute_error: 90.6724
Epoch 617/5000
148/148 [==============================] - 0s 74us/step - loss: 9625.2997 - mean_absolute_error: 68.0318 - val_loss: 15610.1738 - val_mean_absolute_error: 90.6326
Epoch 618/5000
148/148 [==============================] - 0s 68us/step - loss: 9615.0168 - mean_absolute_error: 68.0103 - val_loss: 15590.3980 - val_mean_absolute_error: 90.5581
Epoch 619/5000
148/148 [==============================] - 0s 74us/step - loss: 9602.3419 - mean_absolute_error: 67.9780 - val_loss: 15569.8235 - val_mean_absolute_error: 90.4707
Epoch 620/5000
148/148 [==============================] - 0s 74us/step - loss: 9591.6485 - mean_absolute_error: 67.9459 - val_loss: 15547.0348 - val_mean_absolute_error: 90.3731
Epoch 621/5000
148/148 [==============================] - 0s 68us/step - loss: 9580.6691 - mean_absolute_error: 67.9131 - val_loss: 15529.0491 - val_mean_absolute_error: 90.3077
Epoch 622/5000
148/148 [==============================] - 0s 74us/step - loss: 9569.7779 - mean_absolute_error: 67.8852 - val_loss: 15513.6695 - val_mean_absolute_error: 90.2732
Epoch 623/5000
148/148 [==============================] - 0s 81us/step - loss: 9557.6702 - mean_absolute_error: 67.8610 - val_loss: 15497.5570 - val_mean_absolute_error: 90.2284
Epoch 624/5000
148/148 [==============================] - 0s 74us/step - loss: 9544.4832 - mean_absolute_error: 67.8377 - val_loss: 15481.9386 - val_mean_absolute_error: 90.1858
Epoch 625/5000
148/148 [==============================] - 0s 68us/step - loss: 9532.1893 - mean_absolute_error: 67.8197 - val_loss: 15457.6790 - val_mean_absolute_error: 90.1091
Epoch 626/5000
148/148 [==============================] - 0s 74us/step - loss: 9520.6990 - mean_absolute_error: 67.8227 - val_loss: 15434.7305 - val_mean_absolute_error: 90.0503
Epoch 627/5000
148/148 [==============================] - 0s 68us/step - loss: 9504.6067 - mean_absolute_error: 67.8030 - val_loss: 15415.4486 - val_mean_absolute_error: 89.9943
Epoch 628/5000
148/148 [==============================] - 0s 74us/step - loss: 9493.6716 - mean_absolute_error: 67.7841 - val_loss: 15401.1045 - val_mean_absolute_error: 89.9538
Epoch 629/5000
148/148 [==============================] - 0s 74us/step - loss: 9483.9200 - mean_absolute_error: 67.7599 - val_loss: 15387.4952 - val_mean_absolute_error: 89.9145
Epoch 630/5000
148/148 [==============================] - 0s 74us/step - loss: 9474.2949 - mean_absolute_error: 67.7417 - val_loss: 15372.3472 - val_mean_absolute_error: 89.8802
Epoch 631/5000
148/148 [==============================] - 0s 68us/step - loss: 9463.5929 - mean_absolute_error: 67.7372 - val_loss: 15355.0000 - val_mean_absolute_error: 89.8243
Epoch 632/5000
148/148 [==============================] - 0s 74us/step - loss: 9453.6795 - mean_absolute_error: 67.7162 - val_loss: 15347.6789 - val_mean_absolute_error: 89.8188
Epoch 633/5000
148/148 [==============================] - 0s 74us/step - loss: 9444.2885 - mean_absolute_error: 67.6973 - val_loss: 15338.6663 - val_mean_absolute_error: 89.7885
Epoch 634/5000
148/148 [==============================] - 0s 68us/step - loss: 9434.3281 - mean_absolute_error: 67.6805 - val_loss: 15313.5063 - val_mean_absolute_error: 89.6856
Epoch 635/5000
148/148 [==============================] - 0s 81us/step - loss: 9421.8527 - mean_absolute_error: 67.6615 - val_loss: 15292.0945 - val_mean_absolute_error: 89.5943
Epoch 636/5000
148/148 [==============================] - 0s 74us/step - loss: 9412.1964 - mean_absolute_error: 67.6469 - val_loss: 15270.7997 - val_mean_absolute_error: 89.5140
Epoch 637/5000
148/148 [==============================] - 0s 68us/step - loss: 9400.5153 - mean_absolute_error: 67.6259 - val_loss: 15255.8785 - val_mean_absolute_error: 89.4664
Epoch 638/5000
148/148 [==============================] - 0s 68us/step - loss: 9391.9345 - mean_absolute_error: 67.6117 - val_loss: 15235.3238 - val_mean_absolute_error: 89.3897
Epoch 639/5000
148/148 [==============================] - 0s 68us/step - loss: 9381.7155 - mean_absolute_error: 67.5893 - val_loss: 15215.9379 - val_mean_absolute_error: 89.3224
Epoch 640/5000
148/148 [==============================] - 0s 74us/step - loss: 9370.6819 - mean_absolute_error: 67.5766 - val_loss: 15195.5814 - val_mean_absolute_error: 89.2554
Epoch 641/5000
148/148 [==============================] - 0s 74us/step - loss: 9361.2169 - mean_absolute_error: 67.5666 - val_loss: 15176.8669 - val_mean_absolute_error: 89.1944
Epoch 642/5000
148/148 [==============================] - 0s 68us/step - loss: 9351.7981 - mean_absolute_error: 67.5570 - val_loss: 15156.3932 - val_mean_absolute_error: 89.1196
Epoch 643/5000
148/148 [==============================] - 0s 74us/step - loss: 9341.5550 - mean_absolute_error: 67.5330 - val_loss: 15144.5844 - val_mean_absolute_error: 89.0784
Epoch 644/5000
148/148 [==============================] - 0s 81us/step - loss: 9333.5819 - mean_absolute_error: 67.5049 - val_loss: 15129.2570 - val_mean_absolute_error: 89.0176
Epoch 645/5000
148/148 [==============================] - 0s 68us/step - loss: 9323.8793 - mean_absolute_error: 67.4735 - val_loss: 15117.0449 - val_mean_absolute_error: 88.9760
Epoch 646/5000
148/148 [==============================] - 0s 68us/step - loss: 9315.7447 - mean_absolute_error: 67.4479 - val_loss: 15108.1689 - val_mean_absolute_error: 88.9489
Epoch 647/5000
148/148 [==============================] - 0s 74us/step - loss: 9306.1009 - mean_absolute_error: 67.4170 - val_loss: 15091.3782 - val_mean_absolute_error: 88.8918
Epoch 648/5000
148/148 [==============================] - 0s 74us/step - loss: 9296.4694 - mean_absolute_error: 67.4092 - val_loss: 15068.7451 - val_mean_absolute_error: 88.8189
Epoch 649/5000
148/148 [==============================] - 0s 68us/step - loss: 9284.1555 - mean_absolute_error: 67.3966 - val_loss: 15052.6647 - val_mean_absolute_error: 88.7714
Epoch 650/5000
148/148 [==============================] - 0s 74us/step - loss: 9271.6823 - mean_absolute_error: 67.3815 - val_loss: 15035.8359 - val_mean_absolute_error: 88.7130
Epoch 651/5000
148/148 [==============================] - 0s 74us/step - loss: 9262.9917 - mean_absolute_error: 67.3800 - val_loss: 15013.2124 - val_mean_absolute_error: 88.6325
Epoch 652/5000
148/148 [==============================] - 0s 81us/step - loss: 9248.2002 - mean_absolute_error: 67.3616 - val_loss: 14984.5963 - val_mean_absolute_error: 88.5102
Epoch 653/5000
148/148 [==============================] - 0s 68us/step - loss: 9239.0661 - mean_absolute_error: 67.3453 - val_loss: 14961.8208 - val_mean_absolute_error: 88.4150
Epoch 654/5000
148/148 [==============================] - 0s 74us/step - loss: 9227.1110 - mean_absolute_error: 67.3175 - val_loss: 14945.3466 - val_mean_absolute_error: 88.3558
Epoch 655/5000
148/148 [==============================] - 0s 74us/step - loss: 9217.4168 - mean_absolute_error: 67.2962 - val_loss: 14928.5007 - val_mean_absolute_error: 88.2945
Epoch 656/5000
148/148 [==============================] - 0s 68us/step - loss: 9205.7383 - mean_absolute_error: 67.2818 - val_loss: 14905.5335 - val_mean_absolute_error: 88.2106
Epoch 657/5000
148/148 [==============================] - 0s 81us/step - loss: 9193.7122 - mean_absolute_error: 67.2704 - val_loss: 14876.8854 - val_mean_absolute_error: 88.0961
Epoch 658/5000
148/148 [==============================] - 0s 74us/step - loss: 9183.8464 - mean_absolute_error: 67.2589 - val_loss: 14854.1433 - val_mean_absolute_error: 88.0111
Epoch 659/5000
148/148 [==============================] - 0s 68us/step - loss: 9170.7708 - mean_absolute_error: 67.2309 - val_loss: 14837.4613 - val_mean_absolute_error: 87.9508
Epoch 660/5000
148/148 [==============================] - 0s 81us/step - loss: 9161.1503 - mean_absolute_error: 67.2051 - val_loss: 14824.8581 - val_mean_absolute_error: 87.9180
Epoch 661/5000
148/148 [==============================] - 0s 74us/step - loss: 9151.8039 - mean_absolute_error: 67.1934 - val_loss: 14809.8563 - val_mean_absolute_error: 87.8774
Epoch 662/5000
148/148 [==============================] - 0s 68us/step - loss: 9142.7407 - mean_absolute_error: 67.1895 - val_loss: 14791.5909 - val_mean_absolute_error: 87.8106
Epoch 663/5000
148/148 [==============================] - 0s 68us/step - loss: 9134.8553 - mean_absolute_error: 67.1696 - val_loss: 14754.7193 - val_mean_absolute_error: 87.6449
Epoch 664/5000
148/148 [==============================] - 0s 68us/step - loss: 9120.7998 - mean_absolute_error: 67.1191 - val_loss: 14732.6910 - val_mean_absolute_error: 87.5444
Epoch 665/5000
148/148 [==============================] - 0s 74us/step - loss: 9110.8411 - mean_absolute_error: 67.0799 - val_loss: 14719.7738 - val_mean_absolute_error: 87.4959
Epoch 666/5000
148/148 [==============================] - 0s 74us/step - loss: 9103.1321 - mean_absolute_error: 67.0503 - val_loss: 14709.5436 - val_mean_absolute_error: 87.4602
Epoch 667/5000
148/148 [==============================] - 0s 68us/step - loss: 9093.9165 - mean_absolute_error: 67.0151 - val_loss: 14699.0497 - val_mean_absolute_error: 87.4220
Epoch 668/5000
148/148 [==============================] - 0s 81us/step - loss: 9085.5793 - mean_absolute_error: 66.9869 - val_loss: 14686.5504 - val_mean_absolute_error: 87.3760
Epoch 669/5000
148/148 [==============================] - 0s 68us/step - loss: 9077.1510 - mean_absolute_error: 66.9671 - val_loss: 14679.3607 - val_mean_absolute_error: 87.3721
Epoch 670/5000
148/148 [==============================] - 0s 81us/step - loss: 9067.7698 - mean_absolute_error: 66.9461 - val_loss: 14668.2889 - val_mean_absolute_error: 87.3551
Epoch 671/5000
148/148 [==============================] - 0s 74us/step - loss: 9053.1925 - mean_absolute_error: 66.9154 - val_loss: 14644.5423 - val_mean_absolute_error: 87.2630
Epoch 672/5000
148/148 [==============================] - 0s 81us/step - loss: 9042.1455 - mean_absolute_error: 66.8858 - val_loss: 14614.0149 - val_mean_absolute_error: 87.1403
Epoch 673/5000
148/148 [==============================] - 0s 68us/step - loss: 9026.2949 - mean_absolute_error: 66.8518 - val_loss: 14586.2515 - val_mean_absolute_error: 87.0345
Epoch 674/5000
148/148 [==============================] - 0s 74us/step - loss: 9012.3688 - mean_absolute_error: 66.8263 - val_loss: 14560.7508 - val_mean_absolute_error: 86.9250
Epoch 675/5000
148/148 [==============================] - 0s 74us/step - loss: 9002.0604 - mean_absolute_error: 66.7986 - val_loss: 14539.9732 - val_mean_absolute_error: 86.8487
Epoch 676/5000
148/148 [==============================] - 0s 74us/step - loss: 8992.5821 - mean_absolute_error: 66.7793 - val_loss: 14516.9472 - val_mean_absolute_error: 86.7577
Epoch 677/5000
148/148 [==============================] - 0s 68us/step - loss: 8979.5015 - mean_absolute_error: 66.7485 - val_loss: 14490.6409 - val_mean_absolute_error: 86.6383
Epoch 678/5000
148/148 [==============================] - 0s 68us/step - loss: 8970.8982 - mean_absolute_error: 66.7287 - val_loss: 14462.6188 - val_mean_absolute_error: 86.5053
Epoch 679/5000
148/148 [==============================] - 0s 81us/step - loss: 8957.3723 - mean_absolute_error: 66.6876 - val_loss: 14440.6484 - val_mean_absolute_error: 86.4079
Epoch 680/5000
148/148 [==============================] - 0s 68us/step - loss: 8946.8164 - mean_absolute_error: 66.6558 - val_loss: 14416.0025 - val_mean_absolute_error: 86.2924
Epoch 681/5000
148/148 [==============================] - 0s 68us/step - loss: 8937.0011 - mean_absolute_error: 66.6284 - val_loss: 14392.0591 - val_mean_absolute_error: 86.1900
Epoch 682/5000
148/148 [==============================] - 0s 74us/step - loss: 8925.5977 - mean_absolute_error: 66.5969 - val_loss: 14369.4589 - val_mean_absolute_error: 86.0941
Epoch 683/5000
148/148 [==============================] - 0s 81us/step - loss: 8915.8649 - mean_absolute_error: 66.5814 - val_loss: 14344.8662 - val_mean_absolute_error: 85.9993
Epoch 684/5000
148/148 [==============================] - 0s 74us/step - loss: 8902.2922 - mean_absolute_error: 66.5558 - val_loss: 14326.8458 - val_mean_absolute_error: 85.9325
Epoch 685/5000
148/148 [==============================] - 0s 74us/step - loss: 8892.6423 - mean_absolute_error: 66.5377 - val_loss: 14310.5378 - val_mean_absolute_error: 85.8676
Epoch 686/5000
148/148 [==============================] - 0s 74us/step - loss: 8884.2214 - mean_absolute_error: 66.5200 - val_loss: 14299.2369 - val_mean_absolute_error: 85.8341
Epoch 687/5000
148/148 [==============================] - 0s 74us/step - loss: 8875.2196 - mean_absolute_error: 66.5038 - val_loss: 14292.8589 - val_mean_absolute_error: 85.8330
Epoch 688/5000
148/148 [==============================] - 0s 68us/step - loss: 8866.5742 - mean_absolute_error: 66.4792 - val_loss: 14280.0643 - val_mean_absolute_error: 85.7892
Epoch 689/5000
148/148 [==============================] - 0s 74us/step - loss: 8855.4042 - mean_absolute_error: 66.4429 - val_loss: 14269.1179 - val_mean_absolute_error: 85.7437
Epoch 690/5000
148/148 [==============================] - 0s 81us/step - loss: 8845.8223 - mean_absolute_error: 66.4071 - val_loss: 14255.1745 - val_mean_absolute_error: 85.6862
Epoch 691/5000
148/148 [==============================] - 0s 196us/step - loss: 8837.5468 - mean_absolute_error: 66.3757 - val_loss: 14235.4722 - val_mean_absolute_error: 85.5983
Epoch 692/5000
148/148 [==============================] - 0s 270us/step - loss: 8828.3721 - mean_absolute_error: 66.3468 - val_loss: 14218.0129 - val_mean_absolute_error: 85.5175
Epoch 693/5000
148/148 [==============================] - 0s 74us/step - loss: 8819.7188 - mean_absolute_error: 66.3140 - val_loss: 14199.9461 - val_mean_absolute_error: 85.4353
Epoch 694/5000
148/148 [==============================] - 0s 209us/step - loss: 8809.9981 - mean_absolute_error: 66.2785 - val_loss: 14182.5117 - val_mean_absolute_error: 85.3566
Epoch 695/5000
148/148 [==============================] - 0s 95us/step - loss: 8800.7303 - mean_absolute_error: 66.2443 - val_loss: 14165.8587 - val_mean_absolute_error: 85.3028
Epoch 696/5000
148/148 [==============================] - 0s 81us/step - loss: 8789.6561 - mean_absolute_error: 66.2137 - val_loss: 14144.4510 - val_mean_absolute_error: 85.2258
Epoch 697/5000
148/148 [==============================] - 0s 81us/step - loss: 8774.9610 - mean_absolute_error: 66.1768 - val_loss: 14121.8083 - val_mean_absolute_error: 85.1340
Epoch 698/5000
148/148 [==============================] - 0s 68us/step - loss: 8765.2594 - mean_absolute_error: 66.1516 - val_loss: 14092.4076 - val_mean_absolute_error: 84.9939
Epoch 699/5000
148/148 [==============================] - 0s 74us/step - loss: 8751.4178 - mean_absolute_error: 66.1104 - val_loss: 14073.7495 - val_mean_absolute_error: 84.9065
Epoch 700/5000
148/148 [==============================] - 0s 74us/step - loss: 8741.2159 - mean_absolute_error: 66.0747 - val_loss: 14054.5917 - val_mean_absolute_error: 84.8175
Epoch 701/5000
148/148 [==============================] - 0s 74us/step - loss: 8730.9307 - mean_absolute_error: 66.0406 - val_loss: 14029.1508 - val_mean_absolute_error: 84.6880
Epoch 702/5000
148/148 [==============================] - 0s 68us/step - loss: 8719.5424 - mean_absolute_error: 65.9891 - val_loss: 14010.2907 - val_mean_absolute_error: 84.5979
Epoch 703/5000
148/148 [==============================] - 0s 74us/step - loss: 8711.2062 - mean_absolute_error: 65.9575 - val_loss: 13992.0965 - val_mean_absolute_error: 84.5256
Epoch 704/5000
148/148 [==============================] - 0s 81us/step - loss: 8699.4518 - mean_absolute_error: 65.9153 - val_loss: 13977.4905 - val_mean_absolute_error: 84.4699
Epoch 705/5000
148/148 [==============================] - 0s 61us/step - loss: 8689.0791 - mean_absolute_error: 65.8843 - val_loss: 13955.5110 - val_mean_absolute_error: 84.3744
Epoch 706/5000
148/148 [==============================] - 0s 74us/step - loss: 8678.3521 - mean_absolute_error: 65.8562 - val_loss: 13936.9624 - val_mean_absolute_error: 84.3118
Epoch 707/5000
148/148 [==============================] - 0s 68us/step - loss: 8667.4821 - mean_absolute_error: 65.8236 - val_loss: 13925.2003 - val_mean_absolute_error: 84.2752
Epoch 708/5000
148/148 [==============================] - 0s 74us/step - loss: 8659.5764 - mean_absolute_error: 65.7978 - val_loss: 13912.2782 - val_mean_absolute_error: 84.2217
Epoch 709/5000
148/148 [==============================] - 0s 74us/step - loss: 8649.7361 - mean_absolute_error: 65.7683 - val_loss: 13900.2113 - val_mean_absolute_error: 84.1765
Epoch 710/5000
148/148 [==============================] - 0s 88us/step - loss: 8639.8976 - mean_absolute_error: 65.7360 - val_loss: 13871.9581 - val_mean_absolute_error: 84.0302
Epoch 711/5000
148/148 [==============================] - 0s 88us/step - loss: 8629.3576 - mean_absolute_error: 65.7062 - val_loss: 13850.9991 - val_mean_absolute_error: 83.9399
Epoch 712/5000
148/148 [==============================] - 0s 74us/step - loss: 8618.7963 - mean_absolute_error: 65.6769 - val_loss: 13832.9175 - val_mean_absolute_error: 83.8624
Epoch 713/5000
148/148 [==============================] - 0s 68us/step - loss: 8608.4240 - mean_absolute_error: 65.6410 - val_loss: 13810.4309 - val_mean_absolute_error: 83.7635
Epoch 714/5000
148/148 [==============================] - 0s 74us/step - loss: 8597.9660 - mean_absolute_error: 65.6255 - val_loss: 13789.1918 - val_mean_absolute_error: 83.6814
Epoch 715/5000
148/148 [==============================] - 0s 74us/step - loss: 8586.8312 - mean_absolute_error: 65.6064 - val_loss: 13773.9973 - val_mean_absolute_error: 83.6156
Epoch 716/5000
148/148 [==============================] - 0s 74us/step - loss: 8576.3908 - mean_absolute_error: 65.5758 - val_loss: 13760.6929 - val_mean_absolute_error: 83.5596
Epoch 717/5000
148/148 [==============================] - 0s 74us/step - loss: 8567.1754 - mean_absolute_error: 65.5496 - val_loss: 13744.8706 - val_mean_absolute_error: 83.4886
Epoch 718/5000
148/148 [==============================] - 0s 68us/step - loss: 8556.9666 - mean_absolute_error: 65.5208 - val_loss: 13715.6110 - val_mean_absolute_error: 83.3384
Epoch 719/5000
148/148 [==============================] - 0s 74us/step - loss: 8546.2318 - mean_absolute_error: 65.4892 - val_loss: 13682.8395 - val_mean_absolute_error: 83.1683
Epoch 720/5000
148/148 [==============================] - 0s 68us/step - loss: 8535.0963 - mean_absolute_error: 65.4715 - val_loss: 13655.6594 - val_mean_absolute_error: 83.0435
Epoch 721/5000
148/148 [==============================] - 0s 74us/step - loss: 8523.3420 - mean_absolute_error: 65.4546 - val_loss: 13635.6119 - val_mean_absolute_error: 82.9653
Epoch 722/5000
148/148 [==============================] - 0s 68us/step - loss: 8511.6531 - mean_absolute_error: 65.4456 - val_loss: 13610.7370 - val_mean_absolute_error: 82.8824
Epoch 723/5000
148/148 [==============================] - 0s 74us/step - loss: 8501.0642 - mean_absolute_error: 65.4454 - val_loss: 13589.0711 - val_mean_absolute_error: 82.8014
Epoch 724/5000
148/148 [==============================] - 0s 68us/step - loss: 8491.3902 - mean_absolute_error: 65.4473 - val_loss: 13573.5433 - val_mean_absolute_error: 82.7427
Epoch 725/5000
148/148 [==============================] - 0s 81us/step - loss: 8483.2431 - mean_absolute_error: 65.4345 - val_loss: 13558.7389 - val_mean_absolute_error: 82.6781
Epoch 726/5000
148/148 [==============================] - 0s 68us/step - loss: 8473.9617 - mean_absolute_error: 65.4124 - val_loss: 13551.4510 - val_mean_absolute_error: 82.6597
Epoch 727/5000
148/148 [==============================] - 0s 68us/step - loss: 8465.2778 - mean_absolute_error: 65.3875 - val_loss: 13542.0652 - val_mean_absolute_error: 82.6268
Epoch 728/5000
148/148 [==============================] - 0s 74us/step - loss: 8456.9134 - mean_absolute_error: 65.3654 - val_loss: 13534.0930 - val_mean_absolute_error: 82.6047
Epoch 729/5000
148/148 [==============================] - 0s 81us/step - loss: 8449.4237 - mean_absolute_error: 65.3426 - val_loss: 13534.2484 - val_mean_absolute_error: 82.6356
Epoch 730/5000
148/148 [==============================] - 0s 68us/step - loss: 8439.1166 - mean_absolute_error: 65.3079 - val_loss: 13530.2016 - val_mean_absolute_error: 82.6231
Epoch 731/5000
148/148 [==============================] - 0s 81us/step - loss: 8431.1390 - mean_absolute_error: 65.2645 - val_loss: 13525.7366 - val_mean_absolute_error: 82.6116
Epoch 732/5000
148/148 [==============================] - 0s 81us/step - loss: 8423.4870 - mean_absolute_error: 65.2364 - val_loss: 13525.1762 - val_mean_absolute_error: 82.6408
Epoch 733/5000
148/148 [==============================] - 0s 68us/step - loss: 8414.5945 - mean_absolute_error: 65.2051 - val_loss: 13523.1263 - val_mean_absolute_error: 82.6605
Epoch 734/5000
148/148 [==============================] - 0s 74us/step - loss: 8407.2739 - mean_absolute_error: 65.1822 - val_loss: 13517.7586 - val_mean_absolute_error: 82.6728
Epoch 735/5000
148/148 [==============================] - 0s 81us/step - loss: 8398.2924 - mean_absolute_error: 65.1431 - val_loss: 13510.2524 - val_mean_absolute_error: 82.6611
Epoch 736/5000
148/148 [==============================] - 0s 74us/step - loss: 8389.1094 - mean_absolute_error: 65.1082 - val_loss: 13504.3028 - val_mean_absolute_error: 82.6509
Epoch 737/5000
148/148 [==============================] - 0s 68us/step - loss: 8381.9579 - mean_absolute_error: 65.0830 - val_loss: 13496.2196 - val_mean_absolute_error: 82.6300
Epoch 738/5000
148/148 [==============================] - 0s 68us/step - loss: 8374.1512 - mean_absolute_error: 65.0569 - val_loss: 13489.9156 - val_mean_absolute_error: 82.6181
Epoch 739/5000
148/148 [==============================] - 0s 74us/step - loss: 8365.5172 - mean_absolute_error: 65.0324 - val_loss: 13478.5364 - val_mean_absolute_error: 82.5739
Epoch 740/5000
148/148 [==============================] - 0s 68us/step - loss: 8354.5543 - mean_absolute_error: 65.0033 - val_loss: 13465.5973 - val_mean_absolute_error: 82.4994
Epoch 741/5000
148/148 [==============================] - 0s 74us/step - loss: 8343.1593 - mean_absolute_error: 64.9776 - val_loss: 13449.6830 - val_mean_absolute_error: 82.4128
Epoch 742/5000
148/148 [==============================] - 0s 74us/step - loss: 8334.6105 - mean_absolute_error: 64.9502 - val_loss: 13435.9806 - val_mean_absolute_error: 82.3432
Epoch 743/5000
148/148 [==============================] - 0s 68us/step - loss: 8323.3075 - mean_absolute_error: 64.9189 - val_loss: 13421.7155 - val_mean_absolute_error: 82.2902
Epoch 744/5000
148/148 [==============================] - 0s 81us/step - loss: 8315.5915 - mean_absolute_error: 64.9002 - val_loss: 13408.8679 - val_mean_absolute_error: 82.2395
Epoch 745/5000
148/148 [==============================] - 0s 68us/step - loss: 8305.3057 - mean_absolute_error: 64.8673 - val_loss: 13393.3042 - val_mean_absolute_error: 82.1682
Epoch 746/5000
148/148 [==============================] - 0s 74us/step - loss: 8296.8946 - mean_absolute_error: 64.8312 - val_loss: 13378.7716 - val_mean_absolute_error: 82.1151
Epoch 747/5000
148/148 [==============================] - 0s 88us/step - loss: 8287.6301 - mean_absolute_error: 64.7997 - val_loss: 13363.4537 - val_mean_absolute_error: 82.0743
Epoch 748/5000
148/148 [==============================] - 0s 68us/step - loss: 8277.6094 - mean_absolute_error: 64.7767 - val_loss: 13341.9092 - val_mean_absolute_error: 81.9921
Epoch 749/5000
148/148 [==============================] - 0s 74us/step - loss: 8267.3844 - mean_absolute_error: 64.7509 - val_loss: 13315.6294 - val_mean_absolute_error: 81.8822
Epoch 750/5000
148/148 [==============================] - 0s 61us/step - loss: 8253.3903 - mean_absolute_error: 64.7152 - val_loss: 13295.1975 - val_mean_absolute_error: 81.8029
Epoch 751/5000
148/148 [==============================] - 0s 74us/step - loss: 8242.9286 - mean_absolute_error: 64.6733 - val_loss: 13277.9884 - val_mean_absolute_error: 81.7451
Epoch 752/5000
148/148 [==============================] - 0s 88us/step - loss: 8232.1227 - mean_absolute_error: 64.6293 - val_loss: 13260.9849 - val_mean_absolute_error: 81.6819
Epoch 753/5000
148/148 [==============================] - 0s 68us/step - loss: 8221.9448 - mean_absolute_error: 64.5939 - val_loss: 13239.5169 - val_mean_absolute_error: 81.5854
Epoch 754/5000
148/148 [==============================] - 0s 74us/step - loss: 8211.3254 - mean_absolute_error: 64.5536 - val_loss: 13224.9287 - val_mean_absolute_error: 81.5276
Epoch 755/5000
148/148 [==============================] - 0s 74us/step - loss: 8199.1108 - mean_absolute_error: 64.5207 - val_loss: 13211.5308 - val_mean_absolute_error: 81.4980
Epoch 756/5000
148/148 [==============================] - 0s 68us/step - loss: 8191.0600 - mean_absolute_error: 64.4952 - val_loss: 13205.3422 - val_mean_absolute_error: 81.4982
Epoch 757/5000
148/148 [==============================] - 0s 68us/step - loss: 8182.6552 - mean_absolute_error: 64.4749 - val_loss: 13206.8307 - val_mean_absolute_error: 81.5376
Epoch 758/5000
148/148 [==============================] - 0s 74us/step - loss: 8171.3429 - mean_absolute_error: 64.4492 - val_loss: 13206.7104 - val_mean_absolute_error: 81.5628
Out[57]:
<keras.callbacks.History at 0x2073e8d1cc0>
In [58]:
model.fit(standardized_X,
 y_train,
 batch_size=148,
 epochs=5000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/5000
148/148 [==============================] - 0s 27us/step - loss: 8164.7861 - mean_absolute_error: 64.4249 - val_loss: 13206.1622 - val_mean_absolute_error: 81.5639
Epoch 2/5000
148/148 [==============================] - 0s 34us/step - loss: 8163.1421 - mean_absolute_error: 64.4182 - val_loss: 13205.4197 - val_mean_absolute_error: 81.5639
Epoch 3/5000
148/148 [==============================] - 0s 34us/step - loss: 8161.4766 - mean_absolute_error: 64.4113 - val_loss: 13204.4969 - val_mean_absolute_error: 81.5629
Epoch 4/5000
148/148 [==============================] - 0s 27us/step - loss: 8159.7896 - mean_absolute_error: 64.4045 - val_loss: 13203.4147 - val_mean_absolute_error: 81.5609
Epoch 5/5000
148/148 [==============================] - 0s 34us/step - loss: 8158.0835 - mean_absolute_error: 64.3976 - val_loss: 13202.1857 - val_mean_absolute_error: 81.5581
Epoch 6/5000
148/148 [==============================] - 0s 27us/step - loss: 8156.3613 - mean_absolute_error: 64.3906 - val_loss: 13200.8265 - val_mean_absolute_error: 81.5545
Epoch 7/5000
148/148 [==============================] - 0s 34us/step - loss: 8154.6235 - mean_absolute_error: 64.3837 - val_loss: 13199.3511 - val_mean_absolute_error: 81.5502
Epoch 8/5000
148/148 [==============================] - 0s 34us/step - loss: 8152.8726 - mean_absolute_error: 64.3767 - val_loss: 13197.7660 - val_mean_absolute_error: 81.5452
Epoch 9/5000
148/148 [==============================] - 0s 20us/step - loss: 8151.1079 - mean_absolute_error: 64.3696 - val_loss: 13196.0859 - val_mean_absolute_error: 81.5397
Epoch 10/5000
148/148 [==============================] - 0s 27us/step - loss: 8149.3330 - mean_absolute_error: 64.3626 - val_loss: 13194.3188 - val_mean_absolute_error: 81.5337
Epoch 11/5000
148/148 [==============================] - 0s 34us/step - loss: 8147.5488 - mean_absolute_error: 64.3555 - val_loss: 13192.4721 - val_mean_absolute_error: 81.5273
Epoch 12/5000
148/148 [==============================] - 0s 27us/step - loss: 8145.7515 - mean_absolute_error: 64.3484 - val_loss: 13190.5567 - val_mean_absolute_error: 81.5204
Epoch 13/5000
148/148 [==============================] - 0s 20us/step - loss: 8143.9492 - mean_absolute_error: 64.3413 - val_loss: 13188.5767 - val_mean_absolute_error: 81.5131
Epoch 14/5000
148/148 [==============================] - 0s 27us/step - loss: 8142.1387 - mean_absolute_error: 64.3342 - val_loss: 13186.5383 - val_mean_absolute_error: 81.5055
Epoch 15/5000
148/148 [==============================] - 0s 20us/step - loss: 8140.3203 - mean_absolute_error: 64.3270 - val_loss: 13184.4485 - val_mean_absolute_error: 81.4977
Epoch 16/5000
148/148 [==============================] - 0s 27us/step - loss: 8138.4985 - mean_absolute_error: 64.3199 - val_loss: 13182.3123 - val_mean_absolute_error: 81.4897
Epoch 17/5000
148/148 [==============================] - 0s 20us/step - loss: 8136.6704 - mean_absolute_error: 64.3127 - val_loss: 13180.1343 - val_mean_absolute_error: 81.4814
Epoch 18/5000
148/148 [==============================] - 0s 27us/step - loss: 8134.8379 - mean_absolute_error: 64.3055 - val_loss: 13177.9200 - val_mean_absolute_error: 81.4729
Epoch 19/5000
148/148 [==============================] - 0s 27us/step - loss: 8133.0000 - mean_absolute_error: 64.2983 - val_loss: 13175.6702 - val_mean_absolute_error: 81.4642
Epoch 20/5000
148/148 [==============================] - 0s 20us/step - loss: 8131.1577 - mean_absolute_error: 64.2910 - val_loss: 13173.3909 - val_mean_absolute_error: 81.4552
Epoch 21/5000
148/148 [==============================] - 0s 20us/step - loss: 8129.3125 - mean_absolute_error: 64.2838 - val_loss: 13171.0813 - val_mean_absolute_error: 81.4462
Epoch 22/5000
148/148 [==============================] - 0s 27us/step - loss: 8127.4673 - mean_absolute_error: 64.2765 - val_loss: 13168.7470 - val_mean_absolute_error: 81.4372
Epoch 23/5000
148/148 [==============================] - 0s 34us/step - loss: 8125.6172 - mean_absolute_error: 64.2693 - val_loss: 13166.3906 - val_mean_absolute_error: 81.4280
Epoch 24/5000
148/148 [==============================] - 0s 41us/step - loss: 8123.7642 - mean_absolute_error: 64.2620 - val_loss: 13164.0141 - val_mean_absolute_error: 81.4187
Epoch 25/5000
148/148 [==============================] - 0s 34us/step - loss: 8121.9199 - mean_absolute_error: 64.2547 - val_loss: 13161.6161 - val_mean_absolute_error: 81.4093
Epoch 26/5000
148/148 [==============================] - 0s 27us/step - loss: 8120.0728 - mean_absolute_error: 64.2474 - val_loss: 13159.1965 - val_mean_absolute_error: 81.3997
Epoch 27/5000
148/148 [==============================] - 0s 27us/step - loss: 8118.2231 - mean_absolute_error: 64.2402 - val_loss: 13156.7599 - val_mean_absolute_error: 81.3901
Epoch 28/5000
148/148 [==============================] - 0s 34us/step - loss: 8116.3691 - mean_absolute_error: 64.2329 - val_loss: 13154.3069 - val_mean_absolute_error: 81.3803
Epoch 29/5000
148/148 [==============================] - 0s 34us/step - loss: 8114.5127 - mean_absolute_error: 64.2256 - val_loss: 13151.8386 - val_mean_absolute_error: 81.3705
Epoch 30/5000
148/148 [==============================] - 0s 47us/step - loss: 8112.6528 - mean_absolute_error: 64.2183 - val_loss: 13149.3547 - val_mean_absolute_error: 81.3606
Epoch 31/5000
148/148 [==============================] - 0s 27us/step - loss: 8110.7920 - mean_absolute_error: 64.2111 - val_loss: 13146.8621 - val_mean_absolute_error: 81.3506
Epoch 32/5000
148/148 [==============================] - 0s 27us/step - loss: 8108.9316 - mean_absolute_error: 64.2038 - val_loss: 13144.3580 - val_mean_absolute_error: 81.3406
Epoch 33/5000
148/148 [==============================] - 0s 27us/step - loss: 8107.0684 - mean_absolute_error: 64.1965 - val_loss: 13141.8455 - val_mean_absolute_error: 81.3305
Epoch 34/5000
148/148 [==============================] - 0s 27us/step - loss: 8105.2026 - mean_absolute_error: 64.1892 - val_loss: 13139.3246 - val_mean_absolute_error: 81.3204
Epoch 35/5000
148/148 [==============================] - 0s 20us/step - loss: 8103.3369 - mean_absolute_error: 64.1820 - val_loss: 13136.7983 - val_mean_absolute_error: 81.3102
Epoch 36/5000
148/148 [==============================] - 0s 27us/step - loss: 8101.4678 - mean_absolute_error: 64.1747 - val_loss: 13134.2663 - val_mean_absolute_error: 81.3001
Epoch 37/5000
148/148 [==============================] - 0s 27us/step - loss: 8099.5996 - mean_absolute_error: 64.1674 - val_loss: 13131.7300 - val_mean_absolute_error: 81.2899
Epoch 38/5000
148/148 [==============================] - 0s 34us/step - loss: 8097.7295 - mean_absolute_error: 64.1602 - val_loss: 13129.1902 - val_mean_absolute_error: 81.2796
Epoch 39/5000
148/148 [==============================] - 0s 34us/step - loss: 8095.8579 - mean_absolute_error: 64.1529 - val_loss: 13126.6437 - val_mean_absolute_error: 81.2694
Epoch 40/5000
148/148 [==============================] - 0s 27us/step - loss: 8093.9858 - mean_absolute_error: 64.1456 - val_loss: 13124.0950 - val_mean_absolute_error: 81.2591
Epoch 41/5000
148/148 [==============================] - 0s 27us/step - loss: 8092.1201 - mean_absolute_error: 64.1383 - val_loss: 13121.5459 - val_mean_absolute_error: 81.2488
Epoch 42/5000
148/148 [==============================] - 0s 41us/step - loss: 8090.2524 - mean_absolute_error: 64.1310 - val_loss: 13118.9955 - val_mean_absolute_error: 81.2385
Epoch 43/5000
148/148 [==============================] - 0s 27us/step - loss: 8088.3853 - mean_absolute_error: 64.1237 - val_loss: 13116.4463 - val_mean_absolute_error: 81.2281
Epoch 44/5000
148/148 [==============================] - 0s 34us/step - loss: 8086.5151 - mean_absolute_error: 64.1164 - val_loss: 13113.9001 - val_mean_absolute_error: 81.2178
Epoch 45/5000
148/148 [==============================] - 0s 41us/step - loss: 8084.6470 - mean_absolute_error: 64.1090 - val_loss: 13111.3518 - val_mean_absolute_error: 81.2074
Epoch 46/5000
148/148 [==============================] - 0s 34us/step - loss: 8082.7754 - mean_absolute_error: 64.1017 - val_loss: 13108.8042 - val_mean_absolute_error: 81.1971
Epoch 47/5000
148/148 [==============================] - 0s 47us/step - loss: 8080.9204 - mean_absolute_error: 64.0943 - val_loss: 13106.2548 - val_mean_absolute_error: 81.1866
Epoch 48/5000
148/148 [==============================] - 0s 20us/step - loss: 8079.0767 - mean_absolute_error: 64.0870 - val_loss: 13103.6996 - val_mean_absolute_error: 81.1762
Epoch 49/5000
148/148 [==============================] - 0s 27us/step - loss: 8077.2329 - mean_absolute_error: 64.0797 - val_loss: 13101.1433 - val_mean_absolute_error: 81.1657
Epoch 50/5000
148/148 [==============================] - 0s 27us/step - loss: 8075.3892 - mean_absolute_error: 64.0724 - val_loss: 13098.5867 - val_mean_absolute_error: 81.1552
Epoch 51/5000
148/148 [==============================] - 0s 20us/step - loss: 8073.5483 - mean_absolute_error: 64.0652 - val_loss: 13096.0235 - val_mean_absolute_error: 81.1447
Epoch 52/5000
148/148 [==============================] - 0s 27us/step - loss: 8071.7085 - mean_absolute_error: 64.0579 - val_loss: 13093.4558 - val_mean_absolute_error: 81.1342
Epoch 53/5000
148/148 [==============================] - 0s 20us/step - loss: 8069.8716 - mean_absolute_error: 64.0507 - val_loss: 13090.8873 - val_mean_absolute_error: 81.1236
Epoch 54/5000
148/148 [==============================] - 0s 34us/step - loss: 8068.0322 - mean_absolute_error: 64.0434 - val_loss: 13088.3101 - val_mean_absolute_error: 81.1130
Epoch 55/5000
148/148 [==============================] - 0s 34us/step - loss: 8066.1924 - mean_absolute_error: 64.0363 - val_loss: 13085.7341 - val_mean_absolute_error: 81.1025
Epoch 56/5000
148/148 [==============================] - 0s 41us/step - loss: 8064.3521 - mean_absolute_error: 64.0291 - val_loss: 13083.1520 - val_mean_absolute_error: 81.0919
Epoch 57/5000
148/148 [==============================] - 0s 27us/step - loss: 8062.5107 - mean_absolute_error: 64.0219 - val_loss: 13080.5654 - val_mean_absolute_error: 81.0813
Epoch 58/5000
148/148 [==============================] - 0s 20us/step - loss: 8060.6680 - mean_absolute_error: 64.0148 - val_loss: 13077.9777 - val_mean_absolute_error: 81.0707
Epoch 59/5000
148/148 [==============================] - 0s 27us/step - loss: 8058.8301 - mean_absolute_error: 64.0076 - val_loss: 13075.3888 - val_mean_absolute_error: 81.0601
Epoch 60/5000
148/148 [==============================] - 0s 34us/step - loss: 8056.9932 - mean_absolute_error: 64.0005 - val_loss: 13072.7932 - val_mean_absolute_error: 81.0494
Epoch 61/5000
148/148 [==============================] - 0s 27us/step - loss: 8055.1641 - mean_absolute_error: 63.9933 - val_loss: 13070.1990 - val_mean_absolute_error: 81.0387
Epoch 62/5000
148/148 [==============================] - 0s 27us/step - loss: 8053.3389 - mean_absolute_error: 63.9862 - val_loss: 13067.6032 - val_mean_absolute_error: 81.0280
Epoch 63/5000
148/148 [==============================] - 0s 27us/step - loss: 8051.5161 - mean_absolute_error: 63.9791 - val_loss: 13065.0053 - val_mean_absolute_error: 81.0173
Epoch 64/5000
148/148 [==============================] - 0s 20us/step - loss: 8049.6953 - mean_absolute_error: 63.9721 - val_loss: 13062.4058 - val_mean_absolute_error: 81.0066
Epoch 65/5000
148/148 [==============================] - 0s 27us/step - loss: 8047.8716 - mean_absolute_error: 63.9650 - val_loss: 13059.8060 - val_mean_absolute_error: 80.9959
Epoch 66/5000
148/148 [==============================] - 0s 27us/step - loss: 8046.0498 - mean_absolute_error: 63.9579 - val_loss: 13057.2097 - val_mean_absolute_error: 80.9852
Epoch 67/5000
148/148 [==============================] - 0s 34us/step - loss: 8044.2271 - mean_absolute_error: 63.9508 - val_loss: 13054.6129 - val_mean_absolute_error: 80.9745
Epoch 68/5000
148/148 [==============================] - 0s 41us/step - loss: 8042.4072 - mean_absolute_error: 63.9438 - val_loss: 13052.0155 - val_mean_absolute_error: 80.9638
Epoch 69/5000
148/148 [==============================] - 0s 41us/step - loss: 8040.5854 - mean_absolute_error: 63.9367 - val_loss: 13049.4116 - val_mean_absolute_error: 80.9531
Epoch 70/5000
148/148 [==============================] - 0s 27us/step - loss: 8038.7642 - mean_absolute_error: 63.9297 - val_loss: 13046.8037 - val_mean_absolute_error: 80.9424
Epoch 71/5000
148/148 [==============================] - 0s 27us/step - loss: 8036.9453 - mean_absolute_error: 63.9227 - val_loss: 13044.1982 - val_mean_absolute_error: 80.9316
Epoch 72/5000
148/148 [==============================] - 0s 27us/step - loss: 8035.1260 - mean_absolute_error: 63.9157 - val_loss: 13041.5952 - val_mean_absolute_error: 80.9209
Epoch 73/5000
148/148 [==============================] - 0s 27us/step - loss: 8033.3047 - mean_absolute_error: 63.9087 - val_loss: 13038.9939 - val_mean_absolute_error: 80.9101
Epoch 74/5000
148/148 [==============================] - 0s 34us/step - loss: 8031.4863 - mean_absolute_error: 63.9017 - val_loss: 13036.3964 - val_mean_absolute_error: 80.8994
Epoch 75/5000
148/148 [==============================] - 0s 34us/step - loss: 8029.6670 - mean_absolute_error: 63.8947 - val_loss: 13033.7993 - val_mean_absolute_error: 80.8887
Epoch 76/5000
148/148 [==============================] - 0s 27us/step - loss: 8027.8472 - mean_absolute_error: 63.8877 - val_loss: 13031.2048 - val_mean_absolute_error: 80.8780
Epoch 77/5000
148/148 [==============================] - 0s 27us/step - loss: 8026.0269 - mean_absolute_error: 63.8807 - val_loss: 13028.6083 - val_mean_absolute_error: 80.8672
Epoch 78/5000
148/148 [==============================] - 0s 20us/step - loss: 8024.2046 - mean_absolute_error: 63.8737 - val_loss: 13026.0133 - val_mean_absolute_error: 80.8565
Epoch 79/5000
148/148 [==============================] - 0s 27us/step - loss: 8022.3794 - mean_absolute_error: 63.8667 - val_loss: 13023.4178 - val_mean_absolute_error: 80.8457
Epoch 80/5000
148/148 [==============================] - 0s 27us/step - loss: 8020.5581 - mean_absolute_error: 63.8596 - val_loss: 13020.8223 - val_mean_absolute_error: 80.8350
Epoch 81/5000
148/148 [==============================] - 0s 20us/step - loss: 8018.7349 - mean_absolute_error: 63.8526 - val_loss: 13018.2210 - val_mean_absolute_error: 80.8242
Epoch 82/5000
148/148 [==============================] - 0s 27us/step - loss: 8016.9106 - mean_absolute_error: 63.8456 - val_loss: 13015.6236 - val_mean_absolute_error: 80.8135
Epoch 83/5000
148/148 [==============================] - 0s 27us/step - loss: 8015.0879 - mean_absolute_error: 63.8386 - val_loss: 13013.0195 - val_mean_absolute_error: 80.8027
Epoch 84/5000
148/148 [==============================] - 0s 27us/step - loss: 8013.2637 - mean_absolute_error: 63.8315 - val_loss: 13010.4167 - val_mean_absolute_error: 80.7920
Epoch 85/5000
148/148 [==============================] - 0s 27us/step - loss: 8011.4390 - mean_absolute_error: 63.8245 - val_loss: 13007.8206 - val_mean_absolute_error: 80.7813
Epoch 86/5000
148/148 [==============================] - 0s 27us/step - loss: 8009.6147 - mean_absolute_error: 63.8174 - val_loss: 13005.2233 - val_mean_absolute_error: 80.7706
Epoch 87/5000
148/148 [==============================] - 0s 34us/step - loss: 8007.7896 - mean_absolute_error: 63.8103 - val_loss: 13002.6264 - val_mean_absolute_error: 80.7599
Epoch 88/5000
148/148 [==============================] - 0s 27us/step - loss: 8005.9663 - mean_absolute_error: 63.8033 - val_loss: 13000.0286 - val_mean_absolute_error: 80.7492
Epoch 89/5000
148/148 [==============================] - 0s 27us/step - loss: 8004.1421 - mean_absolute_error: 63.7962 - val_loss: 12997.4329 - val_mean_absolute_error: 80.7384
Epoch 90/5000
148/148 [==============================] - 0s 27us/step - loss: 8002.3169 - mean_absolute_error: 63.7892 - val_loss: 12994.8381 - val_mean_absolute_error: 80.7277
Epoch 91/5000
148/148 [==============================] - 0s 34us/step - loss: 8000.4907 - mean_absolute_error: 63.7821 - val_loss: 12992.2470 - val_mean_absolute_error: 80.7170
Epoch 92/5000
148/148 [==============================] - 0s 20us/step - loss: 7998.6577 - mean_absolute_error: 63.7750 - val_loss: 12989.6570 - val_mean_absolute_error: 80.7064
Epoch 93/5000
148/148 [==============================] - 0s 27us/step - loss: 7996.7954 - mean_absolute_error: 63.7678 - val_loss: 12987.0685 - val_mean_absolute_error: 80.6957
Epoch 94/5000
148/148 [==============================] - 0s 27us/step - loss: 7994.9141 - mean_absolute_error: 63.7606 - val_loss: 12984.4769 - val_mean_absolute_error: 80.6851
Epoch 95/5000
148/148 [==============================] - 0s 27us/step - loss: 7993.0234 - mean_absolute_error: 63.7533 - val_loss: 12981.8886 - val_mean_absolute_error: 80.6745
Epoch 96/5000
148/148 [==============================] - 0s 20us/step - loss: 7991.1260 - mean_absolute_error: 63.7461 - val_loss: 12979.2955 - val_mean_absolute_error: 80.6639
Epoch 97/5000
148/148 [==============================] - 0s 27us/step - loss: 7989.2212 - mean_absolute_error: 63.7388 - val_loss: 12976.7043 - val_mean_absolute_error: 80.6533
Epoch 98/5000
148/148 [==============================] - 0s 27us/step - loss: 7987.3125 - mean_absolute_error: 63.7315 - val_loss: 12974.1112 - val_mean_absolute_error: 80.6428
Epoch 99/5000
148/148 [==============================] - 0s 27us/step - loss: 7985.3970 - mean_absolute_error: 63.7242 - val_loss: 12971.5179 - val_mean_absolute_error: 80.6323
Epoch 100/5000
148/148 [==============================] - 0s 20us/step - loss: 7983.4771 - mean_absolute_error: 63.7169 - val_loss: 12968.9249 - val_mean_absolute_error: 80.6217
Epoch 101/5000
148/148 [==============================] - 0s 34us/step - loss: 7981.5542 - mean_absolute_error: 63.7096 - val_loss: 12966.3324 - val_mean_absolute_error: 80.6112
Epoch 102/5000
148/148 [==============================] - 0s 27us/step - loss: 7979.6284 - mean_absolute_error: 63.7023 - val_loss: 12963.7436 - val_mean_absolute_error: 80.6008
Epoch 103/5000
148/148 [==============================] - 0s 20us/step - loss: 7977.6958 - mean_absolute_error: 63.6949 - val_loss: 12961.1588 - val_mean_absolute_error: 80.5904
Epoch 104/5000
148/148 [==============================] - 0s 34us/step - loss: 7975.7617 - mean_absolute_error: 63.6876 - val_loss: 12958.5715 - val_mean_absolute_error: 80.5799
Epoch 105/5000
148/148 [==============================] - 0s 27us/step - loss: 7973.8262 - mean_absolute_error: 63.6802 - val_loss: 12955.9829 - val_mean_absolute_error: 80.5695
Epoch 106/5000
148/148 [==============================] - 0s 27us/step - loss: 7971.8867 - mean_absolute_error: 63.6728 - val_loss: 12953.3945 - val_mean_absolute_error: 80.5591
Epoch 107/5000
148/148 [==============================] - 0s 20us/step - loss: 7969.9458 - mean_absolute_error: 63.6655 - val_loss: 12950.8089 - val_mean_absolute_error: 80.5487
Epoch 108/5000
148/148 [==============================] - 0s 41us/step - loss: 7968.0024 - mean_absolute_error: 63.6583 - val_loss: 12948.2241 - val_mean_absolute_error: 80.5383
Epoch 109/5000
148/148 [==============================] - 0s 27us/step - loss: 7966.0576 - mean_absolute_error: 63.6511 - val_loss: 12945.6436 - val_mean_absolute_error: 80.5280
Epoch 110/5000
148/148 [==============================] - 0s 95us/step - loss: 7964.1123 - mean_absolute_error: 63.6439 - val_loss: 12943.0620 - val_mean_absolute_error: 80.5176
Epoch 111/5000
148/148 [==============================] - 0s 27us/step - loss: 7962.1748 - mean_absolute_error: 63.6367 - val_loss: 12940.4797 - val_mean_absolute_error: 80.5072
Epoch 112/5000
148/148 [==============================] - 0s 27us/step - loss: 7960.2383 - mean_absolute_error: 63.6296 - val_loss: 12937.8944 - val_mean_absolute_error: 80.4968
Epoch 113/5000
148/148 [==============================] - 0s 27us/step - loss: 7958.2998 - mean_absolute_error: 63.6224 - val_loss: 12935.3122 - val_mean_absolute_error: 80.4864
Epoch 114/5000
148/148 [==============================] - 0s 34us/step - loss: 7956.3613 - mean_absolute_error: 63.6152 - val_loss: 12932.7287 - val_mean_absolute_error: 80.4760
Epoch 115/5000
148/148 [==============================] - 0s 27us/step - loss: 7954.4204 - mean_absolute_error: 63.6080 - val_loss: 12930.1479 - val_mean_absolute_error: 80.4656
Epoch 116/5000
148/148 [==============================] - 0s 27us/step - loss: 7952.4839 - mean_absolute_error: 63.6008 - val_loss: 12927.5659 - val_mean_absolute_error: 80.4552
Epoch 117/5000
148/148 [==============================] - 0s 27us/step - loss: 7950.5508 - mean_absolute_error: 63.5937 - val_loss: 12924.9846 - val_mean_absolute_error: 80.4448
Epoch 118/5000
148/148 [==============================] - 0s 27us/step - loss: 7948.6191 - mean_absolute_error: 63.5866 - val_loss: 12922.4080 - val_mean_absolute_error: 80.4344
Epoch 119/5000
148/148 [==============================] - 0s 27us/step - loss: 7946.6875 - mean_absolute_error: 63.5794 - val_loss: 12919.8314 - val_mean_absolute_error: 80.4240
Epoch 120/5000
148/148 [==============================] - 0s 20us/step - loss: 7944.7544 - mean_absolute_error: 63.5723 - val_loss: 12917.2557 - val_mean_absolute_error: 80.4136
Epoch 121/5000
148/148 [==============================] - 0s 27us/step - loss: 7942.8252 - mean_absolute_error: 63.5652 - val_loss: 12914.6816 - val_mean_absolute_error: 80.4032
Epoch 122/5000
148/148 [==============================] - 0s 27us/step - loss: 7940.8945 - mean_absolute_error: 63.5581 - val_loss: 12912.1084 - val_mean_absolute_error: 80.3928
Epoch 123/5000
148/148 [==============================] - 0s 27us/step - loss: 7938.9629 - mean_absolute_error: 63.5509 - val_loss: 12909.5359 - val_mean_absolute_error: 80.3824
Epoch 124/5000
148/148 [==============================] - 0s 41us/step - loss: 7937.0298 - mean_absolute_error: 63.5438 - val_loss: 12906.9671 - val_mean_absolute_error: 80.3721
Epoch 125/5000
148/148 [==============================] - 0s 20us/step - loss: 7935.0981 - mean_absolute_error: 63.5367 - val_loss: 12904.3963 - val_mean_absolute_error: 80.3617
Epoch 126/5000
148/148 [==============================] - 0s 34us/step - loss: 7933.1665 - mean_absolute_error: 63.5295 - val_loss: 12901.8180 - val_mean_absolute_error: 80.3513
Epoch 127/5000
148/148 [==============================] - 0s 27us/step - loss: 7931.2393 - mean_absolute_error: 63.5224 - val_loss: 12899.2332 - val_mean_absolute_error: 80.3408
Epoch 128/5000
148/148 [==============================] - 0s 20us/step - loss: 7929.3115 - mean_absolute_error: 63.5153 - val_loss: 12896.6442 - val_mean_absolute_error: 80.3304
Epoch 129/5000
148/148 [==============================] - 0s 27us/step - loss: 7927.3843 - mean_absolute_error: 63.5082 - val_loss: 12894.0518 - val_mean_absolute_error: 80.3200
Epoch 130/5000
148/148 [==============================] - 0s 27us/step - loss: 7925.4512 - mean_absolute_error: 63.5011 - val_loss: 12891.4522 - val_mean_absolute_error: 80.3096
Epoch 131/5000
148/148 [==============================] - 0s 20us/step - loss: 7923.5127 - mean_absolute_error: 63.4940 - val_loss: 12888.8443 - val_mean_absolute_error: 80.2992
Epoch 132/5000
148/148 [==============================] - 0s 27us/step - loss: 7921.5708 - mean_absolute_error: 63.4869 - val_loss: 12886.2276 - val_mean_absolute_error: 80.2887
Epoch 133/5000
148/148 [==============================] - 0s 20us/step - loss: 7919.6299 - mean_absolute_error: 63.4798 - val_loss: 12883.6037 - val_mean_absolute_error: 80.2782
Epoch 134/5000
148/148 [==============================] - 0s 27us/step - loss: 7917.6860 - mean_absolute_error: 63.4727 - val_loss: 12880.9762 - val_mean_absolute_error: 80.2677
Epoch 135/5000
148/148 [==============================] - 0s 20us/step - loss: 7915.7397 - mean_absolute_error: 63.4656 - val_loss: 12878.3436 - val_mean_absolute_error: 80.2571
Epoch 136/5000
148/148 [==============================] - 0s 34us/step - loss: 7913.7920 - mean_absolute_error: 63.4585 - val_loss: 12875.7135 - val_mean_absolute_error: 80.2465
Epoch 137/5000
148/148 [==============================] - 0s 34us/step - loss: 7911.8486 - mean_absolute_error: 63.4514 - val_loss: 12873.0869 - val_mean_absolute_error: 80.2359
Epoch 138/5000
148/148 [==============================] - 0s 34us/step - loss: 7909.9053 - mean_absolute_error: 63.4443 - val_loss: 12870.4596 - val_mean_absolute_error: 80.2253
Epoch 139/5000
148/148 [==============================] - 0s 27us/step - loss: 7907.9595 - mean_absolute_error: 63.4372 - val_loss: 12867.8354 - val_mean_absolute_error: 80.2147
Epoch 140/5000
148/148 [==============================] - 0s 41us/step - loss: 7906.0117 - mean_absolute_error: 63.4301 - val_loss: 12865.2100 - val_mean_absolute_error: 80.2041
Epoch 141/5000
148/148 [==============================] - 0s 34us/step - loss: 7904.0649 - mean_absolute_error: 63.4229 - val_loss: 12862.5846 - val_mean_absolute_error: 80.1937
Epoch 142/5000
148/148 [==============================] - 0s 27us/step - loss: 7902.1172 - mean_absolute_error: 63.4157 - val_loss: 12859.9662 - val_mean_absolute_error: 80.1833
Epoch 143/5000
148/148 [==============================] - 0s 27us/step - loss: 7900.1670 - mean_absolute_error: 63.4085 - val_loss: 12857.3499 - val_mean_absolute_error: 80.1728
Epoch 144/5000
148/148 [==============================] - 0s 34us/step - loss: 7898.2178 - mean_absolute_error: 63.4013 - val_loss: 12854.7362 - val_mean_absolute_error: 80.1624
Epoch 145/5000
148/148 [==============================] - 0s 34us/step - loss: 7896.2676 - mean_absolute_error: 63.3942 - val_loss: 12852.1128 - val_mean_absolute_error: 80.1520
Epoch 146/5000
148/148 [==============================] - 0s 34us/step - loss: 7894.3159 - mean_absolute_error: 63.3870 - val_loss: 12849.4823 - val_mean_absolute_error: 80.1415
Epoch 147/5000
148/148 [==============================] - 0s 34us/step - loss: 7892.3633 - mean_absolute_error: 63.3799 - val_loss: 12846.8480 - val_mean_absolute_error: 80.1311
Epoch 148/5000
148/148 [==============================] - 0s 34us/step - loss: 7890.4106 - mean_absolute_error: 63.3727 - val_loss: 12844.2131 - val_mean_absolute_error: 80.1206
Epoch 149/5000
148/148 [==============================] - 0s 27us/step - loss: 7888.4561 - mean_absolute_error: 63.3656 - val_loss: 12841.5741 - val_mean_absolute_error: 80.1101
Epoch 150/5000
148/148 [==============================] - 0s 20us/step - loss: 7886.5034 - mean_absolute_error: 63.3584 - val_loss: 12838.9418 - val_mean_absolute_error: 80.0997
Epoch 151/5000
148/148 [==============================] - 0s 27us/step - loss: 7884.5498 - mean_absolute_error: 63.3512 - val_loss: 12836.3140 - val_mean_absolute_error: 80.0893
Epoch 152/5000
148/148 [==============================] - 0s 27us/step - loss: 7882.5952 - mean_absolute_error: 63.3441 - val_loss: 12833.6926 - val_mean_absolute_error: 80.0788
Epoch 153/5000
148/148 [==============================] - 0s 20us/step - loss: 7880.6401 - mean_absolute_error: 63.3369 - val_loss: 12831.0725 - val_mean_absolute_error: 80.0684
Epoch 154/5000
148/148 [==============================] - 0s 41us/step - loss: 7878.6865 - mean_absolute_error: 63.3296 - val_loss: 12828.4574 - val_mean_absolute_error: 80.0579
Epoch 155/5000
148/148 [==============================] - 0s 34us/step - loss: 7876.7295 - mean_absolute_error: 63.3224 - val_loss: 12825.8446 - val_mean_absolute_error: 80.0475
Epoch 156/5000
148/148 [==============================] - 0s 34us/step - loss: 7874.7744 - mean_absolute_error: 63.3152 - val_loss: 12823.2246 - val_mean_absolute_error: 80.0370
Epoch 157/5000
148/148 [==============================] - 0s 27us/step - loss: 7872.8208 - mean_absolute_error: 63.3079 - val_loss: 12820.6001 - val_mean_absolute_error: 80.0266
Epoch 158/5000
148/148 [==============================] - 0s 27us/step - loss: 7870.8647 - mean_absolute_error: 63.3007 - val_loss: 12817.9725 - val_mean_absolute_error: 80.0161
Epoch 159/5000
148/148 [==============================] - 0s 27us/step - loss: 7868.9087 - mean_absolute_error: 63.2935 - val_loss: 12815.3501 - val_mean_absolute_error: 80.0056
Epoch 160/5000
148/148 [==============================] - 0s 34us/step - loss: 7866.9551 - mean_absolute_error: 63.2862 - val_loss: 12812.7347 - val_mean_absolute_error: 79.9952
Epoch 161/5000
148/148 [==============================] - 0s 20us/step - loss: 7865.0078 - mean_absolute_error: 63.2790 - val_loss: 12810.1227 - val_mean_absolute_error: 79.9848
Epoch 162/5000
148/148 [==============================] - 0s 27us/step - loss: 7863.0420 - mean_absolute_error: 63.2718 - val_loss: 12807.5005 - val_mean_absolute_error: 79.9743
Epoch 163/5000
148/148 [==============================] - 0s 20us/step - loss: 7861.0635 - mean_absolute_error: 63.2645 - val_loss: 12804.8767 - val_mean_absolute_error: 79.9637
Epoch 164/5000
148/148 [==============================] - 0s 34us/step - loss: 7859.0786 - mean_absolute_error: 63.2572 - val_loss: 12802.2461 - val_mean_absolute_error: 79.9532
Epoch 165/5000
148/148 [==============================] - 0s 20us/step - loss: 7857.0923 - mean_absolute_error: 63.2499 - val_loss: 12799.6065 - val_mean_absolute_error: 79.9426
Epoch 166/5000
148/148 [==============================] - 0s 27us/step - loss: 7855.1021 - mean_absolute_error: 63.2426 - val_loss: 12796.9700 - val_mean_absolute_error: 79.9319
Epoch 167/5000
148/148 [==============================] - 0s 27us/step - loss: 7853.1099 - mean_absolute_error: 63.2353 - val_loss: 12794.3371 - val_mean_absolute_error: 79.9213
Epoch 168/5000
148/148 [==============================] - 0s 27us/step - loss: 7851.1147 - mean_absolute_error: 63.2280 - val_loss: 12791.7045 - val_mean_absolute_error: 79.9107
Epoch 169/5000
148/148 [==============================] - 0s 27us/step - loss: 7849.1167 - mean_absolute_error: 63.2207 - val_loss: 12789.0707 - val_mean_absolute_error: 79.9000
Epoch 170/5000
148/148 [==============================] - 0s 27us/step - loss: 7847.1172 - mean_absolute_error: 63.2133 - val_loss: 12786.4304 - val_mean_absolute_error: 79.8894
Epoch 171/5000
148/148 [==============================] - 0s 34us/step - loss: 7845.1167 - mean_absolute_error: 63.2060 - val_loss: 12783.7840 - val_mean_absolute_error: 79.8786
Epoch 172/5000
148/148 [==============================] - 0s 20us/step - loss: 7843.1133 - mean_absolute_error: 63.1987 - val_loss: 12781.1391 - val_mean_absolute_error: 79.8680
Epoch 173/5000
148/148 [==============================] - 0s 34us/step - loss: 7841.1079 - mean_absolute_error: 63.1914 - val_loss: 12778.4934 - val_mean_absolute_error: 79.8572
Epoch 174/5000
148/148 [==============================] - 0s 20us/step - loss: 7839.1040 - mean_absolute_error: 63.1840 - val_loss: 12775.8536 - val_mean_absolute_error: 79.8466
Epoch 175/5000
148/148 [==============================] - 0s 27us/step - loss: 7837.0981 - mean_absolute_error: 63.1767 - val_loss: 12773.2159 - val_mean_absolute_error: 79.8358
Epoch 176/5000
148/148 [==============================] - 0s 20us/step - loss: 7835.0894 - mean_absolute_error: 63.1693 - val_loss: 12770.5791 - val_mean_absolute_error: 79.8251
Epoch 177/5000
148/148 [==============================] - 0s 34us/step - loss: 7833.0820 - mean_absolute_error: 63.1619 - val_loss: 12767.9346 - val_mean_absolute_error: 79.8144
Epoch 178/5000
148/148 [==============================] - 0s 20us/step - loss: 7831.0718 - mean_absolute_error: 63.1546 - val_loss: 12765.2853 - val_mean_absolute_error: 79.8036
Epoch 179/5000
148/148 [==============================] - 0s 27us/step - loss: 7829.0625 - mean_absolute_error: 63.1472 - val_loss: 12762.6416 - val_mean_absolute_error: 79.7928
Epoch 180/5000
148/148 [==============================] - 0s 27us/step - loss: 7827.0522 - mean_absolute_error: 63.1399 - val_loss: 12760.0037 - val_mean_absolute_error: 79.7821
Epoch 181/5000
148/148 [==============================] - 0s 34us/step - loss: 7825.0405 - mean_absolute_error: 63.1325 - val_loss: 12757.3572 - val_mean_absolute_error: 79.7714
Epoch 182/5000
148/148 [==============================] - 0s 27us/step - loss: 7823.0288 - mean_absolute_error: 63.1251 - val_loss: 12754.7152 - val_mean_absolute_error: 79.7606
Epoch 183/5000
148/148 [==============================] - 0s 27us/step - loss: 7821.0171 - mean_absolute_error: 63.1177 - val_loss: 12752.0779 - val_mean_absolute_error: 79.7498
Epoch 184/5000
148/148 [==============================] - 0s 27us/step - loss: 7819.0059 - mean_absolute_error: 63.1103 - val_loss: 12749.4345 - val_mean_absolute_error: 79.7390
Epoch 185/5000
148/148 [==============================] - 0s 27us/step - loss: 7816.9941 - mean_absolute_error: 63.1029 - val_loss: 12746.7879 - val_mean_absolute_error: 79.7282
Epoch 186/5000
148/148 [==============================] - 0s 27us/step - loss: 7814.9805 - mean_absolute_error: 63.0955 - val_loss: 12744.1473 - val_mean_absolute_error: 79.7175
Epoch 187/5000
148/148 [==============================] - 0s 34us/step - loss: 7812.9678 - mean_absolute_error: 63.0881 - val_loss: 12741.5096 - val_mean_absolute_error: 79.7067
Epoch 188/5000
148/148 [==============================] - 0s 20us/step - loss: 7810.9551 - mean_absolute_error: 63.0807 - val_loss: 12738.8711 - val_mean_absolute_error: 79.6959
Epoch 189/5000
148/148 [==============================] - 0s 27us/step - loss: 7808.9419 - mean_absolute_error: 63.0733 - val_loss: 12736.2295 - val_mean_absolute_error: 79.6850
Epoch 190/5000
148/148 [==============================] - 0s 27us/step - loss: 7806.9297 - mean_absolute_error: 63.0659 - val_loss: 12733.5840 - val_mean_absolute_error: 79.6742
Epoch 191/5000
148/148 [==============================] - 0s 27us/step - loss: 7804.9170 - mean_absolute_error: 63.0585 - val_loss: 12730.9453 - val_mean_absolute_error: 79.6634
Epoch 192/5000
148/148 [==============================] - 0s 27us/step - loss: 7802.9028 - mean_absolute_error: 63.0510 - val_loss: 12728.3112 - val_mean_absolute_error: 79.6526
Epoch 193/5000
148/148 [==============================] - 0s 27us/step - loss: 7800.8887 - mean_absolute_error: 63.0436 - val_loss: 12725.6843 - val_mean_absolute_error: 79.6419
Epoch 194/5000
148/148 [==============================] - 0s 34us/step - loss: 7798.8760 - mean_absolute_error: 63.0361 - val_loss: 12723.0492 - val_mean_absolute_error: 79.6311
Epoch 195/5000
148/148 [==============================] - 0s 27us/step - loss: 7796.8643 - mean_absolute_error: 63.0287 - val_loss: 12720.4093 - val_mean_absolute_error: 79.6202
Epoch 196/5000
148/148 [==============================] - 0s 34us/step - loss: 7794.8496 - mean_absolute_error: 63.0212 - val_loss: 12717.7722 - val_mean_absolute_error: 79.6094
Epoch 197/5000
148/148 [==============================] - 0s 27us/step - loss: 7792.8354 - mean_absolute_error: 63.0138 - val_loss: 12715.1185 - val_mean_absolute_error: 79.5986
Epoch 198/5000
148/148 [==============================] - 0s 27us/step - loss: 7790.8228 - mean_absolute_error: 63.0063 - val_loss: 12712.4599 - val_mean_absolute_error: 79.5877
Epoch 199/5000
148/148 [==============================] - 0s 34us/step - loss: 7788.8101 - mean_absolute_error: 62.9989 - val_loss: 12709.8103 - val_mean_absolute_error: 79.5769
Epoch 200/5000
148/148 [==============================] - 0s 27us/step - loss: 7786.7964 - mean_absolute_error: 62.9914 - val_loss: 12707.1625 - val_mean_absolute_error: 79.5660
Epoch 201/5000
148/148 [==============================] - 0s 20us/step - loss: 7784.7837 - mean_absolute_error: 62.9839 - val_loss: 12704.5122 - val_mean_absolute_error: 79.5552
Epoch 202/5000
148/148 [==============================] - 0s 41us/step - loss: 7782.7695 - mean_absolute_error: 62.9764 - val_loss: 12701.8558 - val_mean_absolute_error: 79.5443
Epoch 203/5000
148/148 [==============================] - 0s 27us/step - loss: 7780.7583 - mean_absolute_error: 62.9689 - val_loss: 12699.2041 - val_mean_absolute_error: 79.5334
Epoch 204/5000
148/148 [==============================] - 0s 34us/step - loss: 7778.7485 - mean_absolute_error: 62.9615 - val_loss: 12696.5578 - val_mean_absolute_error: 79.5226
Epoch 205/5000
148/148 [==============================] - 0s 34us/step - loss: 7776.7393 - mean_absolute_error: 62.9540 - val_loss: 12693.9117 - val_mean_absolute_error: 79.5117
Epoch 206/5000
148/148 [==============================] - 0s 34us/step - loss: 7774.7324 - mean_absolute_error: 62.9465 - val_loss: 12691.2625 - val_mean_absolute_error: 79.5009
Epoch 207/5000
148/148 [==============================] - 0s 34us/step - loss: 7772.7256 - mean_absolute_error: 62.9391 - val_loss: 12688.6095 - val_mean_absolute_error: 79.4900
Epoch 208/5000
148/148 [==============================] - 0s 27us/step - loss: 7770.7104 - mean_absolute_error: 62.9316 - val_loss: 12685.9585 - val_mean_absolute_error: 79.4793
Epoch 209/5000
148/148 [==============================] - 0s 27us/step - loss: 7768.6943 - mean_absolute_error: 62.9241 - val_loss: 12683.3114 - val_mean_absolute_error: 79.4686
Epoch 210/5000
148/148 [==============================] - 0s 27us/step - loss: 7766.6797 - mean_absolute_error: 62.9165 - val_loss: 12680.6684 - val_mean_absolute_error: 79.4579
Epoch 211/5000
148/148 [==============================] - 0s 27us/step - loss: 7764.6680 - mean_absolute_error: 62.9090 - val_loss: 12678.0191 - val_mean_absolute_error: 79.4472
Epoch 212/5000
148/148 [==============================] - 0s 27us/step - loss: 7762.6514 - mean_absolute_error: 62.9014 - val_loss: 12675.3718 - val_mean_absolute_error: 79.4365
Epoch 213/5000
148/148 [==============================] - 0s 20us/step - loss: 7760.6333 - mean_absolute_error: 62.8938 - val_loss: 12672.7287 - val_mean_absolute_error: 79.4258
Epoch 214/5000
148/148 [==============================] - 0s 20us/step - loss: 7758.6157 - mean_absolute_error: 62.8861 - val_loss: 12670.0870 - val_mean_absolute_error: 79.4151
Epoch 215/5000
148/148 [==============================] - 0s 27us/step - loss: 7756.6045 - mean_absolute_error: 62.8784 - val_loss: 12667.4530 - val_mean_absolute_error: 79.4044
Epoch 216/5000
148/148 [==============================] - 0s 27us/step - loss: 7754.5952 - mean_absolute_error: 62.8708 - val_loss: 12664.8148 - val_mean_absolute_error: 79.3937
Epoch 217/5000
148/148 [==============================] - 0s 27us/step - loss: 7752.5854 - mean_absolute_error: 62.8631 - val_loss: 12662.1734 - val_mean_absolute_error: 79.3830
Epoch 218/5000
148/148 [==============================] - 0s 27us/step - loss: 7750.5752 - mean_absolute_error: 62.8555 - val_loss: 12659.5267 - val_mean_absolute_error: 79.3723
Epoch 219/5000
148/148 [==============================] - 0s 20us/step - loss: 7748.5659 - mean_absolute_error: 62.8478 - val_loss: 12656.8830 - val_mean_absolute_error: 79.3616
Epoch 220/5000
148/148 [==============================] - 0s 27us/step - loss: 7746.5542 - mean_absolute_error: 62.8402 - val_loss: 12654.2477 - val_mean_absolute_error: 79.3509
Epoch 221/5000
148/148 [==============================] - 0s 34us/step - loss: 7744.5430 - mean_absolute_error: 62.8325 - val_loss: 12651.6140 - val_mean_absolute_error: 79.3402
Epoch 222/5000
148/148 [==============================] - 0s 27us/step - loss: 7742.5298 - mean_absolute_error: 62.8248 - val_loss: 12648.9894 - val_mean_absolute_error: 79.3295
Epoch 223/5000
148/148 [==============================] - 0s 27us/step - loss: 7740.5176 - mean_absolute_error: 62.8170 - val_loss: 12646.3698 - val_mean_absolute_error: 79.3188
Epoch 224/5000
148/148 [==============================] - 0s 27us/step - loss: 7738.5049 - mean_absolute_error: 62.8093 - val_loss: 12643.7497 - val_mean_absolute_error: 79.3081
Epoch 225/5000
148/148 [==============================] - 0s 20us/step - loss: 7736.4941 - mean_absolute_error: 62.8015 - val_loss: 12641.1269 - val_mean_absolute_error: 79.2974
Epoch 226/5000
148/148 [==============================] - 0s 27us/step - loss: 7734.4805 - mean_absolute_error: 62.7937 - val_loss: 12638.5011 - val_mean_absolute_error: 79.2867
Epoch 227/5000
148/148 [==============================] - 0s 34us/step - loss: 7732.4697 - mean_absolute_error: 62.7859 - val_loss: 12635.8789 - val_mean_absolute_error: 79.2760
Epoch 228/5000
148/148 [==============================] - 0s 27us/step - loss: 7730.4595 - mean_absolute_error: 62.7781 - val_loss: 12633.2598 - val_mean_absolute_error: 79.2653
Epoch 229/5000
148/148 [==============================] - 0s 27us/step - loss: 7728.4478 - mean_absolute_error: 62.7702 - val_loss: 12630.6454 - val_mean_absolute_error: 79.2547
Epoch 230/5000
148/148 [==============================] - 0s 20us/step - loss: 7726.4360 - mean_absolute_error: 62.7624 - val_loss: 12628.0327 - val_mean_absolute_error: 79.2440
Epoch 231/5000
148/148 [==============================] - 0s 27us/step - loss: 7724.4233 - mean_absolute_error: 62.7545 - val_loss: 12625.4135 - val_mean_absolute_error: 79.2333
Epoch 232/5000
148/148 [==============================] - 0s 27us/step - loss: 7722.4131 - mean_absolute_error: 62.7467 - val_loss: 12622.7867 - val_mean_absolute_error: 79.2225
Epoch 233/5000
148/148 [==============================] - 0s 27us/step - loss: 7720.4014 - mean_absolute_error: 62.7388 - val_loss: 12620.1585 - val_mean_absolute_error: 79.2118
Epoch 234/5000
148/148 [==============================] - 0s 20us/step - loss: 7718.3887 - mean_absolute_error: 62.7310 - val_loss: 12617.5383 - val_mean_absolute_error: 79.2010
Epoch 235/5000
148/148 [==============================] - 0s 27us/step - loss: 7716.3774 - mean_absolute_error: 62.7232 - val_loss: 12614.9227 - val_mean_absolute_error: 79.1903
Epoch 236/5000
148/148 [==============================] - 0s 27us/step - loss: 7714.3667 - mean_absolute_error: 62.7153 - val_loss: 12612.3170 - val_mean_absolute_error: 79.1796
Epoch 237/5000
148/148 [==============================] - 0s 20us/step - loss: 7712.3530 - mean_absolute_error: 62.7074 - val_loss: 12609.7109 - val_mean_absolute_error: 79.1688
Epoch 238/5000
148/148 [==============================] - 0s 20us/step - loss: 7710.3423 - mean_absolute_error: 62.6995 - val_loss: 12607.1080 - val_mean_absolute_error: 79.1581
Epoch 239/5000
148/148 [==============================] - 0s 20us/step - loss: 7708.3359 - mean_absolute_error: 62.6916 - val_loss: 12604.4921 - val_mean_absolute_error: 79.1474
Epoch 240/5000
148/148 [==============================] - 0s 34us/step - loss: 7706.3267 - mean_absolute_error: 62.6837 - val_loss: 12601.8733 - val_mean_absolute_error: 79.1366
Epoch 241/5000
148/148 [==============================] - 0s 27us/step - loss: 7704.3174 - mean_absolute_error: 62.6758 - val_loss: 12599.2476 - val_mean_absolute_error: 79.1258
Epoch 242/5000
148/148 [==============================] - 0s 20us/step - loss: 7702.3066 - mean_absolute_error: 62.6680 - val_loss: 12596.6208 - val_mean_absolute_error: 79.1151
Epoch 243/5000
148/148 [==============================] - 0s 27us/step - loss: 7700.2974 - mean_absolute_error: 62.6601 - val_loss: 12593.9991 - val_mean_absolute_error: 79.1043
Epoch 244/5000
148/148 [==============================] - 0s 27us/step - loss: 7698.2891 - mean_absolute_error: 62.6523 - val_loss: 12591.3812 - val_mean_absolute_error: 79.0936
Epoch 245/5000
148/148 [==============================] - 0s 20us/step - loss: 7696.2822 - mean_absolute_error: 62.6444 - val_loss: 12588.7653 - val_mean_absolute_error: 79.0831
Epoch 246/5000
148/148 [==============================] - 0s 27us/step - loss: 7694.2778 - mean_absolute_error: 62.6366 - val_loss: 12586.1549 - val_mean_absolute_error: 79.0726
Epoch 247/5000
148/148 [==============================] - 0s 34us/step - loss: 7692.2729 - mean_absolute_error: 62.6288 - val_loss: 12583.5477 - val_mean_absolute_error: 79.0620
Epoch 248/5000
148/148 [==============================] - 0s 27us/step - loss: 7690.2705 - mean_absolute_error: 62.6209 - val_loss: 12580.9517 - val_mean_absolute_error: 79.0515
Epoch 249/5000
148/148 [==============================] - 0s 27us/step - loss: 7688.2661 - mean_absolute_error: 62.6130 - val_loss: 12578.3559 - val_mean_absolute_error: 79.0410
Epoch 250/5000
148/148 [==============================] - 0s 34us/step - loss: 7686.2617 - mean_absolute_error: 62.6051 - val_loss: 12575.7578 - val_mean_absolute_error: 79.0305
Epoch 251/5000
148/148 [==============================] - 0s 27us/step - loss: 7684.2559 - mean_absolute_error: 62.5971 - val_loss: 12573.1534 - val_mean_absolute_error: 79.0200
Epoch 252/5000
148/148 [==============================] - 0s 20us/step - loss: 7682.2515 - mean_absolute_error: 62.5892 - val_loss: 12570.5416 - val_mean_absolute_error: 79.0094
Epoch 253/5000
148/148 [==============================] - 0s 34us/step - loss: 7680.2485 - mean_absolute_error: 62.5814 - val_loss: 12567.9331 - val_mean_absolute_error: 78.9988
Epoch 254/5000
148/148 [==============================] - 0s 27us/step - loss: 7678.2476 - mean_absolute_error: 62.5735 - val_loss: 12565.3294 - val_mean_absolute_error: 78.9883
Epoch 255/5000
148/148 [==============================] - 0s 27us/step - loss: 7676.2432 - mean_absolute_error: 62.5656 - val_loss: 12562.7286 - val_mean_absolute_error: 78.9777
Epoch 256/5000
148/148 [==============================] - 0s 41us/step - loss: 7674.2407 - mean_absolute_error: 62.5577 - val_loss: 12560.1284 - val_mean_absolute_error: 78.9672
Epoch 257/5000
148/148 [==============================] - 0s 27us/step - loss: 7672.2363 - mean_absolute_error: 62.5498 - val_loss: 12557.5321 - val_mean_absolute_error: 78.9566
Epoch 258/5000
148/148 [==============================] - 0s 27us/step - loss: 7670.2349 - mean_absolute_error: 62.5419 - val_loss: 12554.9395 - val_mean_absolute_error: 78.9461
Epoch 259/5000
148/148 [==============================] - 0s 27us/step - loss: 7668.2314 - mean_absolute_error: 62.5340 - val_loss: 12552.3476 - val_mean_absolute_error: 78.9355
Epoch 260/5000
148/148 [==============================] - 0s 27us/step - loss: 7666.2305 - mean_absolute_error: 62.5261 - val_loss: 12549.7484 - val_mean_absolute_error: 78.9249
Epoch 261/5000
148/148 [==============================] - 0s 27us/step - loss: 7664.2290 - mean_absolute_error: 62.5182 - val_loss: 12547.1451 - val_mean_absolute_error: 78.9144
Epoch 262/5000
148/148 [==============================] - 0s 34us/step - loss: 7662.2290 - mean_absolute_error: 62.5103 - val_loss: 12544.5373 - val_mean_absolute_error: 78.9038
Epoch 263/5000
148/148 [==============================] - 0s 34us/step - loss: 7660.2266 - mean_absolute_error: 62.5024 - val_loss: 12541.9404 - val_mean_absolute_error: 78.8932
Epoch 264/5000
148/148 [==============================] - 0s 34us/step - loss: 7658.2271 - mean_absolute_error: 62.4945 - val_loss: 12539.3453 - val_mean_absolute_error: 78.8826
Epoch 265/5000
148/148 [==============================] - 0s 34us/step - loss: 7656.2271 - mean_absolute_error: 62.4866 - val_loss: 12536.7520 - val_mean_absolute_error: 78.8721
Epoch 266/5000
148/148 [==============================] - 0s 27us/step - loss: 7654.2271 - mean_absolute_error: 62.4787 - val_loss: 12534.1658 - val_mean_absolute_error: 78.8615
Epoch 267/5000
148/148 [==============================] - 0s 34us/step - loss: 7652.2280 - mean_absolute_error: 62.4707 - val_loss: 12531.5825 - val_mean_absolute_error: 78.8510
Epoch 268/5000
148/148 [==============================] - 0s 27us/step - loss: 7650.2290 - mean_absolute_error: 62.4627 - val_loss: 12528.9929 - val_mean_absolute_error: 78.8404
Epoch 269/5000
148/148 [==============================] - 0s 27us/step - loss: 7648.2314 - mean_absolute_error: 62.4547 - val_loss: 12526.3969 - val_mean_absolute_error: 78.8298
Epoch 270/5000
148/148 [==============================] - 0s 27us/step - loss: 7646.2314 - mean_absolute_error: 62.4468 - val_loss: 12523.7951 - val_mean_absolute_error: 78.8192
Epoch 271/5000
148/148 [==============================] - 0s 34us/step - loss: 7644.2329 - mean_absolute_error: 62.4391 - val_loss: 12521.1986 - val_mean_absolute_error: 78.8086
Epoch 272/5000
148/148 [==============================] - 0s 20us/step - loss: 7642.2349 - mean_absolute_error: 62.4313 - val_loss: 12518.6058 - val_mean_absolute_error: 78.7981
Epoch 273/5000
148/148 [==============================] - 0s 27us/step - loss: 7640.2358 - mean_absolute_error: 62.4235 - val_loss: 12516.0188 - val_mean_absolute_error: 78.7875
Epoch 274/5000
148/148 [==============================] - 0s 27us/step - loss: 7638.2373 - mean_absolute_error: 62.4158 - val_loss: 12513.4358 - val_mean_absolute_error: 78.7769
Epoch 275/5000
148/148 [==============================] - 0s 27us/step - loss: 7636.2383 - mean_absolute_error: 62.4079 - val_loss: 12510.8510 - val_mean_absolute_error: 78.7663
Epoch 276/5000
148/148 [==============================] - 0s 27us/step - loss: 7634.2422 - mean_absolute_error: 62.4001 - val_loss: 12508.2651 - val_mean_absolute_error: 78.7558
Epoch 277/5000
148/148 [==============================] - 0s 34us/step - loss: 7632.2441 - mean_absolute_error: 62.3923 - val_loss: 12505.6805 - val_mean_absolute_error: 78.7452
Epoch 278/5000
148/148 [==============================] - 0s 27us/step - loss: 7630.2476 - mean_absolute_error: 62.3844 - val_loss: 12503.1029 - val_mean_absolute_error: 78.7347
Epoch 279/5000
148/148 [==============================] - 0s 27us/step - loss: 7628.2500 - mean_absolute_error: 62.3766 - val_loss: 12500.5270 - val_mean_absolute_error: 78.7241
Epoch 280/5000
148/148 [==============================] - 0s 20us/step - loss: 7626.2544 - mean_absolute_error: 62.3688 - val_loss: 12497.9444 - val_mean_absolute_error: 78.7135
Epoch 281/5000
148/148 [==============================] - 0s 27us/step - loss: 7624.2710 - mean_absolute_error: 62.3611 - val_loss: 12495.3595 - val_mean_absolute_error: 78.7029
Epoch 282/5000
148/148 [==============================] - 0s 27us/step - loss: 7622.3267 - mean_absolute_error: 62.3535 - val_loss: 12492.7737 - val_mean_absolute_error: 78.6923
Epoch 283/5000
148/148 [==============================] - 0s 27us/step - loss: 7620.3867 - mean_absolute_error: 62.3458 - val_loss: 12490.1950 - val_mean_absolute_error: 78.6817
Epoch 284/5000
148/148 [==============================] - 0s 34us/step - loss: 7618.4478 - mean_absolute_error: 62.3381 - val_loss: 12487.6193 - val_mean_absolute_error: 78.6711
Epoch 285/5000
148/148 [==============================] - 0s 27us/step - loss: 7616.5142 - mean_absolute_error: 62.3305 - val_loss: 12485.0785 - val_mean_absolute_error: 78.6605
Epoch 286/5000
148/148 [==============================] - 0s 27us/step - loss: 7614.5830 - mean_absolute_error: 62.3228 - val_loss: 12482.5532 - val_mean_absolute_error: 78.6500
Epoch 287/5000
148/148 [==============================] - 0s 27us/step - loss: 7612.6519 - mean_absolute_error: 62.3151 - val_loss: 12480.0333 - val_mean_absolute_error: 78.6394
Epoch 288/5000
148/148 [==============================] - 0s 27us/step - loss: 7610.7236 - mean_absolute_error: 62.3075 - val_loss: 12477.4873 - val_mean_absolute_error: 78.6288
Epoch 289/5000
148/148 [==============================] - 0s 27us/step - loss: 7608.8008 - mean_absolute_error: 62.2998 - val_loss: 12474.9274 - val_mean_absolute_error: 78.6181
Epoch 290/5000
148/148 [==============================] - 0s 34us/step - loss: 7606.8760 - mean_absolute_error: 62.2922 - val_loss: 12472.3627 - val_mean_absolute_error: 78.6075
Epoch 291/5000
148/148 [==============================] - 0s 27us/step - loss: 7604.9546 - mean_absolute_error: 62.2845 - val_loss: 12469.8015 - val_mean_absolute_error: 78.5968
Epoch 292/5000
148/148 [==============================] - 0s 20us/step - loss: 7603.0356 - mean_absolute_error: 62.2769 - val_loss: 12467.2463 - val_mean_absolute_error: 78.5861
Epoch 293/5000
148/148 [==============================] - 0s 20us/step - loss: 7601.1172 - mean_absolute_error: 62.2692 - val_loss: 12464.6984 - val_mean_absolute_error: 78.5754
Epoch 294/5000
148/148 [==============================] - 0s 34us/step - loss: 7599.1982 - mean_absolute_error: 62.2614 - val_loss: 12462.1578 - val_mean_absolute_error: 78.5647
Epoch 295/5000
148/148 [==============================] - 0s 27us/step - loss: 7597.2822 - mean_absolute_error: 62.2537 - val_loss: 12459.6103 - val_mean_absolute_error: 78.5540
Epoch 296/5000
148/148 [==============================] - 0s 27us/step - loss: 7595.3682 - mean_absolute_error: 62.2460 - val_loss: 12457.0539 - val_mean_absolute_error: 78.5432
Epoch 297/5000
148/148 [==============================] - 0s 27us/step - loss: 7593.4536 - mean_absolute_error: 62.2384 - val_loss: 12454.4958 - val_mean_absolute_error: 78.5325
Epoch 298/5000
148/148 [==============================] - 0s 27us/step - loss: 7591.5391 - mean_absolute_error: 62.2307 - val_loss: 12451.9391 - val_mean_absolute_error: 78.5218
Epoch 299/5000
148/148 [==============================] - 0s 27us/step - loss: 7589.6343 - mean_absolute_error: 62.2231 - val_loss: 12449.3921 - val_mean_absolute_error: 78.5111
Epoch 300/5000
148/148 [==============================] - 0s 27us/step - loss: 7587.7534 - mean_absolute_error: 62.2155 - val_loss: 12446.8475 - val_mean_absolute_error: 78.5004
Epoch 301/5000
148/148 [==============================] - 0s 27us/step - loss: 7585.8760 - mean_absolute_error: 62.2079 - val_loss: 12444.3160 - val_mean_absolute_error: 78.4897
Epoch 302/5000
148/148 [==============================] - 0s 20us/step - loss: 7584.0000 - mean_absolute_error: 62.2003 - val_loss: 12441.7866 - val_mean_absolute_error: 78.4790
Epoch 303/5000
148/148 [==============================] - 0s 34us/step - loss: 7582.1265 - mean_absolute_error: 62.1927 - val_loss: 12439.2501 - val_mean_absolute_error: 78.4682
Epoch 304/5000
148/148 [==============================] - 0s 27us/step - loss: 7580.2559 - mean_absolute_error: 62.1851 - val_loss: 12436.7166 - val_mean_absolute_error: 78.4574
Epoch 305/5000
148/148 [==============================] - 0s 20us/step - loss: 7578.3853 - mean_absolute_error: 62.1774 - val_loss: 12434.1791 - val_mean_absolute_error: 78.4467
Epoch 306/5000
148/148 [==============================] - 0s 20us/step - loss: 7576.5176 - mean_absolute_error: 62.1698 - val_loss: 12431.6444 - val_mean_absolute_error: 78.4359
Epoch 307/5000
148/148 [==============================] - 0s 20us/step - loss: 7574.6514 - mean_absolute_error: 62.1622 - val_loss: 12429.1140 - val_mean_absolute_error: 78.4251
Epoch 308/5000
148/148 [==============================] - 0s 27us/step - loss: 7572.7891 - mean_absolute_error: 62.1546 - val_loss: 12426.5855 - val_mean_absolute_error: 78.4143
Epoch 309/5000
148/148 [==============================] - 0s 27us/step - loss: 7570.9238 - mean_absolute_error: 62.1470 - val_loss: 12424.0639 - val_mean_absolute_error: 78.4036
Epoch 310/5000
148/148 [==============================] - 0s 27us/step - loss: 7569.0693 - mean_absolute_error: 62.1394 - val_loss: 12421.5470 - val_mean_absolute_error: 78.3928
Epoch 311/5000
148/148 [==============================] - 0s 27us/step - loss: 7567.2144 - mean_absolute_error: 62.1318 - val_loss: 12419.0327 - val_mean_absolute_error: 78.3821
Epoch 312/5000
148/148 [==============================] - 0s 20us/step - loss: 7565.3589 - mean_absolute_error: 62.1242 - val_loss: 12416.5191 - val_mean_absolute_error: 78.3713
Epoch 313/5000
148/148 [==============================] - 0s 20us/step - loss: 7563.5068 - mean_absolute_error: 62.1166 - val_loss: 12414.0094 - val_mean_absolute_error: 78.3605
Epoch 314/5000
148/148 [==============================] - 0s 34us/step - loss: 7561.6548 - mean_absolute_error: 62.1090 - val_loss: 12411.5054 - val_mean_absolute_error: 78.3497
Epoch 315/5000
148/148 [==============================] - 0s 27us/step - loss: 7559.8057 - mean_absolute_error: 62.1014 - val_loss: 12409.0080 - val_mean_absolute_error: 78.3389
Epoch 316/5000
148/148 [==============================] - 0s 34us/step - loss: 7557.9546 - mean_absolute_error: 62.0937 - val_loss: 12406.5137 - val_mean_absolute_error: 78.3281
Epoch 317/5000
148/148 [==============================] - 0s 27us/step - loss: 7556.1040 - mean_absolute_error: 62.0861 - val_loss: 12404.0237 - val_mean_absolute_error: 78.3174
Epoch 318/5000
148/148 [==============================] - 0s 27us/step - loss: 7554.2549 - mean_absolute_error: 62.0785 - val_loss: 12401.5299 - val_mean_absolute_error: 78.3066
Epoch 319/5000
148/148 [==============================] - 0s 20us/step - loss: 7552.4087 - mean_absolute_error: 62.0709 - val_loss: 12399.0355 - val_mean_absolute_error: 78.2958
Epoch 320/5000
148/148 [==============================] - 0s 34us/step - loss: 7550.5601 - mean_absolute_error: 62.0633 - val_loss: 12396.5457 - val_mean_absolute_error: 78.2851
Epoch 321/5000
148/148 [==============================] - 0s 27us/step - loss: 7548.7129 - mean_absolute_error: 62.0558 - val_loss: 12394.0544 - val_mean_absolute_error: 78.2743
Epoch 322/5000
148/148 [==============================] - 0s 27us/step - loss: 7546.8667 - mean_absolute_error: 62.0482 - val_loss: 12391.5669 - val_mean_absolute_error: 78.2636
Epoch 323/5000
148/148 [==============================] - 0s 27us/step - loss: 7545.0210 - mean_absolute_error: 62.0407 - val_loss: 12389.0860 - val_mean_absolute_error: 78.2528
Epoch 324/5000
148/148 [==============================] - 0s 27us/step - loss: 7543.1772 - mean_absolute_error: 62.0332 - val_loss: 12386.6103 - val_mean_absolute_error: 78.2420
Epoch 325/5000
148/148 [==============================] - 0s 27us/step - loss: 7541.3330 - mean_absolute_error: 62.0256 - val_loss: 12384.1441 - val_mean_absolute_error: 78.2313
Epoch 326/5000
148/148 [==============================] - 0s 34us/step - loss: 7539.4873 - mean_absolute_error: 62.0181 - val_loss: 12381.6839 - val_mean_absolute_error: 78.2206
Epoch 327/5000
148/148 [==============================] - 0s 27us/step - loss: 7537.6421 - mean_absolute_error: 62.0105 - val_loss: 12379.2140 - val_mean_absolute_error: 78.2099
Epoch 328/5000
148/148 [==============================] - 0s 20us/step - loss: 7535.8008 - mean_absolute_error: 62.0030 - val_loss: 12376.7526 - val_mean_absolute_error: 78.1992
Epoch 329/5000
148/148 [==============================] - 0s 27us/step - loss: 7533.9580 - mean_absolute_error: 61.9955 - val_loss: 12374.3072 - val_mean_absolute_error: 78.1885
Epoch 330/5000
148/148 [==============================] - 0s 20us/step - loss: 7532.1147 - mean_absolute_error: 61.9879 - val_loss: 12371.8643 - val_mean_absolute_error: 78.1778
Epoch 331/5000
148/148 [==============================] - 0s 27us/step - loss: 7530.2720 - mean_absolute_error: 61.9804 - val_loss: 12369.4301 - val_mean_absolute_error: 78.1671
Epoch 332/5000
148/148 [==============================] - 0s 27us/step - loss: 7528.4297 - mean_absolute_error: 61.9727 - val_loss: 12367.0028 - val_mean_absolute_error: 78.1564
Epoch 333/5000
148/148 [==============================] - 0s 34us/step - loss: 7526.5879 - mean_absolute_error: 61.9651 - val_loss: 12364.5670 - val_mean_absolute_error: 78.1457
Epoch 334/5000
148/148 [==============================] - 0s 27us/step - loss: 7524.7456 - mean_absolute_error: 61.9575 - val_loss: 12362.1210 - val_mean_absolute_error: 78.1351
Epoch 335/5000
148/148 [==============================] - 0s 27us/step - loss: 7522.9019 - mean_absolute_error: 61.9500 - val_loss: 12359.6694 - val_mean_absolute_error: 78.1244
Epoch 336/5000
148/148 [==============================] - 0s 27us/step - loss: 7521.0649 - mean_absolute_error: 61.9425 - val_loss: 12357.2267 - val_mean_absolute_error: 78.1137
Epoch 337/5000
148/148 [==============================] - 0s 27us/step - loss: 7519.2266 - mean_absolute_error: 61.9349 - val_loss: 12354.7947 - val_mean_absolute_error: 78.1030
Epoch 338/5000
148/148 [==============================] - 0s 27us/step - loss: 7517.3818 - mean_absolute_error: 61.9272 - val_loss: 12352.3704 - val_mean_absolute_error: 78.0923
Epoch 339/5000
148/148 [==============================] - 0s 27us/step - loss: 7515.5405 - mean_absolute_error: 61.9195 - val_loss: 12349.9491 - val_mean_absolute_error: 78.0816
Epoch 340/5000
148/148 [==============================] - 0s 20us/step - loss: 7513.7002 - mean_absolute_error: 61.9119 - val_loss: 12347.5276 - val_mean_absolute_error: 78.0709
Epoch 341/5000
148/148 [==============================] - 0s 27us/step - loss: 7511.8613 - mean_absolute_error: 61.9043 - val_loss: 12345.0988 - val_mean_absolute_error: 78.0603
Epoch 342/5000
148/148 [==============================] - 0s 20us/step - loss: 7510.0210 - mean_absolute_error: 61.8966 - val_loss: 12342.6741 - val_mean_absolute_error: 78.0496
Epoch 343/5000
148/148 [==============================] - 0s 27us/step - loss: 7508.1797 - mean_absolute_error: 61.8889 - val_loss: 12340.2433 - val_mean_absolute_error: 78.0390
Epoch 344/5000
148/148 [==============================] - 0s 27us/step - loss: 7506.3403 - mean_absolute_error: 61.8813 - val_loss: 12337.8150 - val_mean_absolute_error: 78.0283
Epoch 345/5000
148/148 [==============================] - 0s 27us/step - loss: 7504.5024 - mean_absolute_error: 61.8736 - val_loss: 12335.3876 - val_mean_absolute_error: 78.0176
Epoch 346/5000
148/148 [==============================] - 0s 27us/step - loss: 7502.6621 - mean_absolute_error: 61.8660 - val_loss: 12332.9627 - val_mean_absolute_error: 78.0069
Epoch 347/5000
148/148 [==============================] - 0s 27us/step - loss: 7500.8218 - mean_absolute_error: 61.8583 - val_loss: 12330.5390 - val_mean_absolute_error: 77.9963
Epoch 348/5000
148/148 [==============================] - 0s 27us/step - loss: 7498.9863 - mean_absolute_error: 61.8507 - val_loss: 12328.1173 - val_mean_absolute_error: 77.9856
Epoch 349/5000
148/148 [==============================] - 0s 34us/step - loss: 7497.1479 - mean_absolute_error: 61.8431 - val_loss: 12325.7050 - val_mean_absolute_error: 77.9749
Epoch 350/5000
148/148 [==============================] - 0s 34us/step - loss: 7495.3076 - mean_absolute_error: 61.8353 - val_loss: 12323.3003 - val_mean_absolute_error: 77.9643
Epoch 351/5000
148/148 [==============================] - 0s 27us/step - loss: 7493.4688 - mean_absolute_error: 61.8276 - val_loss: 12320.9008 - val_mean_absolute_error: 77.9536
Epoch 352/5000
148/148 [==============================] - 0s 27us/step - loss: 7491.6333 - mean_absolute_error: 61.8198 - val_loss: 12318.5002 - val_mean_absolute_error: 77.9430
Epoch 353/5000
148/148 [==============================] - 0s 27us/step - loss: 7489.7974 - mean_absolute_error: 61.8121 - val_loss: 12316.0966 - val_mean_absolute_error: 77.9323
Epoch 354/5000
148/148 [==============================] - 0s 20us/step - loss: 7487.9585 - mean_absolute_error: 61.8044 - val_loss: 12313.6859 - val_mean_absolute_error: 77.9216
Epoch 355/5000
148/148 [==============================] - 0s 20us/step - loss: 7486.1201 - mean_absolute_error: 61.7967 - val_loss: 12311.2661 - val_mean_absolute_error: 77.9110
Epoch 356/5000
148/148 [==============================] - 0s 27us/step - loss: 7484.2822 - mean_absolute_error: 61.7890 - val_loss: 12308.8505 - val_mean_absolute_error: 77.9003
Epoch 357/5000
148/148 [==============================] - 0s 20us/step - loss: 7482.4482 - mean_absolute_error: 61.7814 - val_loss: 12306.4391 - val_mean_absolute_error: 77.8896
Epoch 358/5000
148/148 [==============================] - 0s 27us/step - loss: 7480.6108 - mean_absolute_error: 61.7737 - val_loss: 12304.0310 - val_mean_absolute_error: 77.8790
Epoch 359/5000
148/148 [==============================] - 0s 27us/step - loss: 7478.7705 - mean_absolute_error: 61.7660 - val_loss: 12301.6272 - val_mean_absolute_error: 77.8684
Epoch 360/5000
148/148 [==============================] - 0s 34us/step - loss: 7476.9351 - mean_absolute_error: 61.7582 - val_loss: 12299.2306 - val_mean_absolute_error: 77.8578
Epoch 361/5000
148/148 [==============================] - 0s 27us/step - loss: 7475.1030 - mean_absolute_error: 61.7504 - val_loss: 12296.8343 - val_mean_absolute_error: 77.8471
Epoch 362/5000
148/148 [==============================] - 0s 27us/step - loss: 7473.2676 - mean_absolute_error: 61.7427 - val_loss: 12294.4380 - val_mean_absolute_error: 77.8365
Epoch 363/5000
148/148 [==============================] - 0s 27us/step - loss: 7471.4316 - mean_absolute_error: 61.7350 - val_loss: 12292.0353 - val_mean_absolute_error: 77.8258
Epoch 364/5000
148/148 [==============================] - 0s 27us/step - loss: 7469.5952 - mean_absolute_error: 61.7272 - val_loss: 12289.6325 - val_mean_absolute_error: 77.8152
Epoch 365/5000
148/148 [==============================] - 0s 27us/step - loss: 7467.7578 - mean_absolute_error: 61.7195 - val_loss: 12287.2308 - val_mean_absolute_error: 77.8045
Epoch 366/5000
148/148 [==============================] - 0s 27us/step - loss: 7465.9248 - mean_absolute_error: 61.7118 - val_loss: 12284.8320 - val_mean_absolute_error: 77.7939
Epoch 367/5000
148/148 [==============================] - 0s 27us/step - loss: 7464.0913 - mean_absolute_error: 61.7040 - val_loss: 12282.4356 - val_mean_absolute_error: 77.7832
Epoch 368/5000
148/148 [==============================] - 0s 34us/step - loss: 7462.2568 - mean_absolute_error: 61.6962 - val_loss: 12280.0392 - val_mean_absolute_error: 77.7725
Epoch 369/5000
148/148 [==============================] - 0s 27us/step - loss: 7460.4224 - mean_absolute_error: 61.6884 - val_loss: 12277.6422 - val_mean_absolute_error: 77.7619
Epoch 370/5000
148/148 [==============================] - 0s 27us/step - loss: 7458.5889 - mean_absolute_error: 61.6807 - val_loss: 12275.2460 - val_mean_absolute_error: 77.7512
Epoch 371/5000
148/148 [==============================] - 0s 34us/step - loss: 7456.7524 - mean_absolute_error: 61.6729 - val_loss: 12272.8449 - val_mean_absolute_error: 77.7406
Epoch 372/5000
148/148 [==============================] - 0s 34us/step - loss: 7454.9199 - mean_absolute_error: 61.6651 - val_loss: 12270.4552 - val_mean_absolute_error: 77.7299
Epoch 373/5000
148/148 [==============================] - 0s 34us/step - loss: 7453.0879 - mean_absolute_error: 61.6574 - val_loss: 12268.0737 - val_mean_absolute_error: 77.7193
Epoch 374/5000
148/148 [==============================] - 0s 27us/step - loss: 7451.2568 - mean_absolute_error: 61.6496 - val_loss: 12265.7034 - val_mean_absolute_error: 77.7086
Epoch 375/5000
148/148 [==============================] - 0s 27us/step - loss: 7449.4233 - mean_absolute_error: 61.6418 - val_loss: 12263.3347 - val_mean_absolute_error: 77.6980
Epoch 376/5000
148/148 [==============================] - 0s 20us/step - loss: 7447.5923 - mean_absolute_error: 61.6340 - val_loss: 12260.9555 - val_mean_absolute_error: 77.6874
Epoch 377/5000
148/148 [==============================] - 0s 27us/step - loss: 7445.7627 - mean_absolute_error: 61.6262 - val_loss: 12258.5732 - val_mean_absolute_error: 77.6768
Epoch 378/5000
148/148 [==============================] - 0s 27us/step - loss: 7443.9326 - mean_absolute_error: 61.6184 - val_loss: 12256.1896 - val_mean_absolute_error: 77.6662
Epoch 379/5000
148/148 [==============================] - 0s 20us/step - loss: 7442.1055 - mean_absolute_error: 61.6106 - val_loss: 12253.8133 - val_mean_absolute_error: 77.6555
Epoch 380/5000
148/148 [==============================] - 0s 27us/step - loss: 7440.2754 - mean_absolute_error: 61.6029 - val_loss: 12251.4438 - val_mean_absolute_error: 77.6449
Epoch 381/5000
148/148 [==============================] - 0s 27us/step - loss: 7438.4468 - mean_absolute_error: 61.5951 - val_loss: 12249.0775 - val_mean_absolute_error: 77.6343
Epoch 382/5000
148/148 [==============================] - 0s 27us/step - loss: 7436.6167 - mean_absolute_error: 61.5873 - val_loss: 12246.7051 - val_mean_absolute_error: 77.6237
Epoch 383/5000
148/148 [==============================] - 0s 27us/step - loss: 7434.7915 - mean_absolute_error: 61.5796 - val_loss: 12244.3372 - val_mean_absolute_error: 77.6131
Epoch 384/5000
148/148 [==============================] - 0s 27us/step - loss: 7432.9653 - mean_absolute_error: 61.5718 - val_loss: 12241.9710 - val_mean_absolute_error: 77.6025
Epoch 385/5000
148/148 [==============================] - 0s 27us/step - loss: 7431.1357 - mean_absolute_error: 61.5640 - val_loss: 12239.6104 - val_mean_absolute_error: 77.5919
Epoch 386/5000
148/148 [==============================] - 0s 20us/step - loss: 7429.3076 - mean_absolute_error: 61.5562 - val_loss: 12237.2562 - val_mean_absolute_error: 77.5814
Epoch 387/5000
148/148 [==============================] - 0s 34us/step - loss: 7427.4829 - mean_absolute_error: 61.5483 - val_loss: 12234.9012 - val_mean_absolute_error: 77.5708
Epoch 388/5000
148/148 [==============================] - 0s 34us/step - loss: 7425.6562 - mean_absolute_error: 61.5405 - val_loss: 12232.5447 - val_mean_absolute_error: 77.5602
Epoch 389/5000
148/148 [==============================] - 0s 27us/step - loss: 7423.8301 - mean_absolute_error: 61.5327 - val_loss: 12230.1819 - val_mean_absolute_error: 77.5496
Epoch 390/5000
148/148 [==============================] - 0s 27us/step - loss: 7422.0049 - mean_absolute_error: 61.5251 - val_loss: 12227.8161 - val_mean_absolute_error: 77.5391
Epoch 391/5000
148/148 [==============================] - 0s 27us/step - loss: 7420.1797 - mean_absolute_error: 61.5176 - val_loss: 12225.4527 - val_mean_absolute_error: 77.5285
Epoch 392/5000
148/148 [==============================] - 0s 27us/step - loss: 7418.3530 - mean_absolute_error: 61.5101 - val_loss: 12223.0898 - val_mean_absolute_error: 77.5179
Epoch 393/5000
148/148 [==============================] - 0s 27us/step - loss: 7416.5269 - mean_absolute_error: 61.5026 - val_loss: 12220.7354 - val_mean_absolute_error: 77.5074
Epoch 394/5000
148/148 [==============================] - 0s 27us/step - loss: 7414.7036 - mean_absolute_error: 61.4951 - val_loss: 12218.3759 - val_mean_absolute_error: 77.4968
Epoch 395/5000
148/148 [==============================] - 0s 27us/step - loss: 7412.8809 - mean_absolute_error: 61.4875 - val_loss: 12216.0143 - val_mean_absolute_error: 77.4862
Epoch 396/5000
148/148 [==============================] - 0s 27us/step - loss: 7411.0547 - mean_absolute_error: 61.4800 - val_loss: 12213.6531 - val_mean_absolute_error: 77.4756
Epoch 397/5000
148/148 [==============================] - 0s 20us/step - loss: 7409.2305 - mean_absolute_error: 61.4725 - val_loss: 12211.2798 - val_mean_absolute_error: 77.4650
Epoch 398/5000
148/148 [==============================] - 0s 41us/step - loss: 7407.4087 - mean_absolute_error: 61.4649 - val_loss: 12208.9035 - val_mean_absolute_error: 77.4544
Epoch 399/5000
148/148 [==============================] - 0s 20us/step - loss: 7405.5835 - mean_absolute_error: 61.4574 - val_loss: 12206.5263 - val_mean_absolute_error: 77.4438
Epoch 400/5000
148/148 [==============================] - 0s 34us/step - loss: 7403.7637 - mean_absolute_error: 61.4498 - val_loss: 12204.1583 - val_mean_absolute_error: 77.4332
Epoch 401/5000
148/148 [==============================] - 0s 27us/step - loss: 7401.9419 - mean_absolute_error: 61.4422 - val_loss: 12201.7990 - val_mean_absolute_error: 77.4226
Epoch 402/5000
148/148 [==============================] - 0s 27us/step - loss: 7400.1182 - mean_absolute_error: 61.4346 - val_loss: 12199.4470 - val_mean_absolute_error: 77.4120
Epoch 403/5000
148/148 [==============================] - 0s 20us/step - loss: 7398.2954 - mean_absolute_error: 61.4270 - val_loss: 12197.0936 - val_mean_absolute_error: 77.4015
Epoch 404/5000
148/148 [==============================] - 0s 34us/step - loss: 7396.4746 - mean_absolute_error: 61.4194 - val_loss: 12194.7306 - val_mean_absolute_error: 77.3909
Epoch 405/5000
148/148 [==============================] - 0s 27us/step - loss: 7394.6519 - mean_absolute_error: 61.4119 - val_loss: 12192.3592 - val_mean_absolute_error: 77.3802
Epoch 406/5000
148/148 [==============================] - 0s 20us/step - loss: 7392.8311 - mean_absolute_error: 61.4044 - val_loss: 12189.9858 - val_mean_absolute_error: 77.3696
Epoch 407/5000
148/148 [==============================] - 0s 27us/step - loss: 7391.0142 - mean_absolute_error: 61.3969 - val_loss: 12187.6155 - val_mean_absolute_error: 77.3590
Epoch 408/5000
148/148 [==============================] - 0s 27us/step - loss: 7389.1934 - mean_absolute_error: 61.3894 - val_loss: 12185.2484 - val_mean_absolute_error: 77.3484
Epoch 409/5000
148/148 [==============================] - 0s 27us/step - loss: 7387.3833 - mean_absolute_error: 61.3819 - val_loss: 12182.8951 - val_mean_absolute_error: 77.3379
Epoch 410/5000
148/148 [==============================] - 0s 27us/step - loss: 7385.5752 - mean_absolute_error: 61.3750 - val_loss: 12180.5492 - val_mean_absolute_error: 77.3273
Epoch 411/5000
148/148 [==============================] - 0s 27us/step - loss: 7383.7705 - mean_absolute_error: 61.3682 - val_loss: 12178.2002 - val_mean_absolute_error: 77.3168
Epoch 412/5000
148/148 [==============================] - 0s 27us/step - loss: 7381.9644 - mean_absolute_error: 61.3613 - val_loss: 12175.8515 - val_mean_absolute_error: 77.3062
Epoch 413/5000
148/148 [==============================] - 0s 20us/step - loss: 7380.1572 - mean_absolute_error: 61.3544 - val_loss: 12173.5114 - val_mean_absolute_error: 77.2957
Epoch 414/5000
148/148 [==============================] - 0s 20us/step - loss: 7378.3516 - mean_absolute_error: 61.3475 - val_loss: 12171.1684 - val_mean_absolute_error: 77.2852
Epoch 415/5000
148/148 [==============================] - 0s 27us/step - loss: 7376.5288 - mean_absolute_error: 61.3406 - val_loss: 12168.8223 - val_mean_absolute_error: 77.2746
Epoch 416/5000
148/148 [==============================] - 0s 27us/step - loss: 7374.7036 - mean_absolute_error: 61.3337 - val_loss: 12166.4587 - val_mean_absolute_error: 77.2640
Epoch 417/5000
148/148 [==============================] - 0s 27us/step - loss: 7372.8774 - mean_absolute_error: 61.3268 - val_loss: 12164.0855 - val_mean_absolute_error: 77.2534
Epoch 418/5000
148/148 [==============================] - 0s 27us/step - loss: 7371.0488 - mean_absolute_error: 61.3199 - val_loss: 12161.7217 - val_mean_absolute_error: 77.2428
Epoch 419/5000
148/148 [==============================] - 0s 27us/step - loss: 7369.2202 - mean_absolute_error: 61.3130 - val_loss: 12159.3633 - val_mean_absolute_error: 77.2322
Epoch 420/5000
148/148 [==============================] - 0s 20us/step - loss: 7367.3901 - mean_absolute_error: 61.3060 - val_loss: 12157.0094 - val_mean_absolute_error: 77.2216
Epoch 421/5000
148/148 [==============================] - 0s 27us/step - loss: 7365.5557 - mean_absolute_error: 61.2990 - val_loss: 12154.6614 - val_mean_absolute_error: 77.2110
Epoch 422/5000
148/148 [==============================] - 0s 27us/step - loss: 7363.7202 - mean_absolute_error: 61.2920 - val_loss: 12152.2965 - val_mean_absolute_error: 77.2003
Epoch 423/5000
148/148 [==============================] - 0s 34us/step - loss: 7361.8867 - mean_absolute_error: 61.2850 - val_loss: 12149.9121 - val_mean_absolute_error: 77.1896
Epoch 424/5000
148/148 [==============================] - 0s 27us/step - loss: 7360.0518 - mean_absolute_error: 61.2780 - val_loss: 12147.5269 - val_mean_absolute_error: 77.1789
Epoch 425/5000
148/148 [==============================] - 0s 27us/step - loss: 7358.2163 - mean_absolute_error: 61.2711 - val_loss: 12145.1454 - val_mean_absolute_error: 77.1682
Epoch 426/5000
148/148 [==============================] - 0s 34us/step - loss: 7356.3794 - mean_absolute_error: 61.2641 - val_loss: 12142.7775 - val_mean_absolute_error: 77.1575
Epoch 427/5000
148/148 [==============================] - 0s 27us/step - loss: 7354.5430 - mean_absolute_error: 61.2571 - val_loss: 12140.4139 - val_mean_absolute_error: 77.1468
Epoch 428/5000
148/148 [==============================] - 0s 27us/step - loss: 7352.7080 - mean_absolute_error: 61.2500 - val_loss: 12138.0477 - val_mean_absolute_error: 77.1361
Epoch 429/5000
148/148 [==============================] - 0s 27us/step - loss: 7350.8701 - mean_absolute_error: 61.2430 - val_loss: 12135.6761 - val_mean_absolute_error: 77.1254
Epoch 430/5000
148/148 [==============================] - 0s 34us/step - loss: 7349.0312 - mean_absolute_error: 61.2360 - val_loss: 12133.3090 - val_mean_absolute_error: 77.1147
Epoch 431/5000
148/148 [==============================] - 0s 27us/step - loss: 7347.1953 - mean_absolute_error: 61.2289 - val_loss: 12130.9425 - val_mean_absolute_error: 77.1040
Epoch 432/5000
148/148 [==============================] - 0s 20us/step - loss: 7345.3574 - mean_absolute_error: 61.2219 - val_loss: 12128.5830 - val_mean_absolute_error: 77.0933
Epoch 433/5000
148/148 [==============================] - 0s 34us/step - loss: 7343.5195 - mean_absolute_error: 61.2148 - val_loss: 12126.2143 - val_mean_absolute_error: 77.0826
Epoch 434/5000
148/148 [==============================] - 0s 27us/step - loss: 7341.6841 - mean_absolute_error: 61.2077 - val_loss: 12123.8428 - val_mean_absolute_error: 77.0719
Epoch 435/5000
148/148 [==============================] - 0s 27us/step - loss: 7339.8452 - mean_absolute_error: 61.2007 - val_loss: 12121.4704 - val_mean_absolute_error: 77.0612
Epoch 436/5000
148/148 [==============================] - 0s 20us/step - loss: 7338.0078 - mean_absolute_error: 61.1937 - val_loss: 12119.0927 - val_mean_absolute_error: 77.0504
Epoch 437/5000
148/148 [==============================] - 0s 34us/step - loss: 7336.1699 - mean_absolute_error: 61.1866 - val_loss: 12116.7124 - val_mean_absolute_error: 77.0397
Epoch 438/5000
148/148 [==============================] - 0s 27us/step - loss: 7334.3345 - mean_absolute_error: 61.1797 - val_loss: 12114.3439 - val_mean_absolute_error: 77.0290
Epoch 439/5000
148/148 [==============================] - 0s 27us/step - loss: 7332.4976 - mean_absolute_error: 61.1726 - val_loss: 12111.9862 - val_mean_absolute_error: 77.0183
Epoch 440/5000
148/148 [==============================] - 0s 27us/step - loss: 7330.6577 - mean_absolute_error: 61.1655 - val_loss: 12109.6383 - val_mean_absolute_error: 77.0076
Epoch 441/5000
148/148 [==============================] - 0s 27us/step - loss: 7328.8208 - mean_absolute_error: 61.1583 - val_loss: 12107.2887 - val_mean_absolute_error: 76.9969
Epoch 442/5000
148/148 [==============================] - 0s 27us/step - loss: 7326.9873 - mean_absolute_error: 61.1512 - val_loss: 12104.9363 - val_mean_absolute_error: 76.9862
Epoch 443/5000
148/148 [==============================] - 0s 27us/step - loss: 7325.1514 - mean_absolute_error: 61.1441 - val_loss: 12102.5744 - val_mean_absolute_error: 76.9754
Epoch 444/5000
148/148 [==============================] - 0s 27us/step - loss: 7323.3135 - mean_absolute_error: 61.1370 - val_loss: 12100.2083 - val_mean_absolute_error: 76.9647
Epoch 445/5000
148/148 [==============================] - 0s 20us/step - loss: 7321.4780 - mean_absolute_error: 61.1300 - val_loss: 12097.8462 - val_mean_absolute_error: 76.9540
Epoch 446/5000
148/148 [==============================] - 0s 34us/step - loss: 7319.6445 - mean_absolute_error: 61.1230 - val_loss: 12095.4827 - val_mean_absolute_error: 76.9433
Epoch 447/5000
148/148 [==============================] - 0s 27us/step - loss: 7317.8140 - mean_absolute_error: 61.1160 - val_loss: 12093.1245 - val_mean_absolute_error: 76.9326
Epoch 448/5000
148/148 [==============================] - 0s 27us/step - loss: 7315.9780 - mean_absolute_error: 61.1089 - val_loss: 12090.7637 - val_mean_absolute_error: 76.9218
Epoch 449/5000
148/148 [==============================] - 0s 34us/step - loss: 7314.1455 - mean_absolute_error: 61.1018 - val_loss: 12088.4089 - val_mean_absolute_error: 76.9111
Epoch 450/5000
148/148 [==============================] - 0s 20us/step - loss: 7312.3110 - mean_absolute_error: 61.0947 - val_loss: 12086.0586 - val_mean_absolute_error: 76.9003
Epoch 451/5000
148/148 [==============================] - 0s 27us/step - loss: 7310.4790 - mean_absolute_error: 61.0876 - val_loss: 12083.7152 - val_mean_absolute_error: 76.8896
Epoch 452/5000
148/148 [==============================] - 0s 27us/step - loss: 7308.6460 - mean_absolute_error: 61.0804 - val_loss: 12081.3691 - val_mean_absolute_error: 76.8788
Epoch 453/5000
148/148 [==============================] - 0s 27us/step - loss: 7306.8115 - mean_absolute_error: 61.0733 - val_loss: 12079.0268 - val_mean_absolute_error: 76.8681
Epoch 454/5000
148/148 [==============================] - 0s 27us/step - loss: 7304.9795 - mean_absolute_error: 61.0662 - val_loss: 12076.6812 - val_mean_absolute_error: 76.8574
Epoch 455/5000
148/148 [==============================] - 0s 34us/step - loss: 7303.1514 - mean_absolute_error: 61.0592 - val_loss: 12074.3361 - val_mean_absolute_error: 76.8468
Epoch 456/5000
148/148 [==============================] - 0s 27us/step - loss: 7301.3203 - mean_absolute_error: 61.0520 - val_loss: 12071.9860 - val_mean_absolute_error: 76.8362
Epoch 457/5000
148/148 [==============================] - 0s 27us/step - loss: 7299.4873 - mean_absolute_error: 61.0449 - val_loss: 12069.6389 - val_mean_absolute_error: 76.8256
Epoch 458/5000
148/148 [==============================] - 0s 20us/step - loss: 7297.6587 - mean_absolute_error: 61.0378 - val_loss: 12067.2979 - val_mean_absolute_error: 76.8150
Epoch 459/5000
148/148 [==============================] - 0s 27us/step - loss: 7295.8267 - mean_absolute_error: 61.0307 - val_loss: 12064.9636 - val_mean_absolute_error: 76.8044
Epoch 460/5000
148/148 [==============================] - 0s 27us/step - loss: 7294.0000 - mean_absolute_error: 61.0236 - val_loss: 12062.6291 - val_mean_absolute_error: 76.7938
Epoch 461/5000
148/148 [==============================] - 0s 34us/step - loss: 7292.1704 - mean_absolute_error: 61.0164 - val_loss: 12060.2952 - val_mean_absolute_error: 76.7832
Epoch 462/5000
148/148 [==============================] - 0s 20us/step - loss: 7290.3413 - mean_absolute_error: 61.0092 - val_loss: 12057.9595 - val_mean_absolute_error: 76.7726
Epoch 463/5000
148/148 [==============================] - 0s 27us/step - loss: 7288.5142 - mean_absolute_error: 61.0021 - val_loss: 12055.6182 - val_mean_absolute_error: 76.7620
Epoch 464/5000
148/148 [==============================] - 0s 27us/step - loss: 7286.6875 - mean_absolute_error: 60.9950 - val_loss: 12053.2818 - val_mean_absolute_error: 76.7514
Epoch 465/5000
148/148 [==============================] - 0s 20us/step - loss: 7284.8574 - mean_absolute_error: 60.9878 - val_loss: 12050.9484 - val_mean_absolute_error: 76.7408
Epoch 466/5000
148/148 [==============================] - 0s 34us/step - loss: 7283.0303 - mean_absolute_error: 60.9807 - val_loss: 12048.6200 - val_mean_absolute_error: 76.7302
Epoch 467/5000
148/148 [==============================] - 0s 27us/step - loss: 7281.2080 - mean_absolute_error: 60.9736 - val_loss: 12046.2835 - val_mean_absolute_error: 76.7196
Epoch 468/5000
148/148 [==============================] - 0s 27us/step - loss: 7279.3828 - mean_absolute_error: 60.9665 - val_loss: 12043.9622 - val_mean_absolute_error: 76.7091
Epoch 469/5000
148/148 [==============================] - 0s 20us/step - loss: 7277.5547 - mean_absolute_error: 60.9594 - val_loss: 12041.6548 - val_mean_absolute_error: 76.6986
Epoch 470/5000
148/148 [==============================] - 0s 27us/step - loss: 7275.7295 - mean_absolute_error: 60.9522 - val_loss: 12039.3550 - val_mean_absolute_error: 76.6881
Epoch 471/5000
148/148 [==============================] - 0s 54us/step - loss: 7273.9072 - mean_absolute_error: 60.9450 - val_loss: 12037.0593 - val_mean_absolute_error: 76.6775
Epoch 472/5000
148/148 [==============================] - 0s 54us/step - loss: 7272.0801 - mean_absolute_error: 60.9378 - val_loss: 12034.7572 - val_mean_absolute_error: 76.6669
Epoch 473/5000
148/148 [==============================] - 0s 34us/step - loss: 7270.2559 - mean_absolute_error: 60.9306 - val_loss: 12032.4393 - val_mean_absolute_error: 76.6563
Epoch 474/5000
148/148 [==============================] - 0s 27us/step - loss: 7268.4297 - mean_absolute_error: 60.9235 - val_loss: 12030.1223 - val_mean_absolute_error: 76.6457
Epoch 475/5000
148/148 [==============================] - 0s 27us/step - loss: 7266.6055 - mean_absolute_error: 60.9164 - val_loss: 12027.8048 - val_mean_absolute_error: 76.6351
Epoch 476/5000
148/148 [==============================] - 0s 27us/step - loss: 7264.7861 - mean_absolute_error: 60.9093 - val_loss: 12025.4931 - val_mean_absolute_error: 76.6245
Epoch 477/5000
148/148 [==============================] - 0s 27us/step - loss: 7262.9639 - mean_absolute_error: 60.9021 - val_loss: 12023.1973 - val_mean_absolute_error: 76.6139
Epoch 478/5000
148/148 [==============================] - 0s 34us/step - loss: 7261.1387 - mean_absolute_error: 60.8949 - val_loss: 12020.9004 - val_mean_absolute_error: 76.6033
Epoch 479/5000
148/148 [==============================] - 0s 20us/step - loss: 7259.3135 - mean_absolute_error: 60.8877 - val_loss: 12018.6040 - val_mean_absolute_error: 76.5928
Epoch 480/5000
148/148 [==============================] - 0s 27us/step - loss: 7257.4932 - mean_absolute_error: 60.8804 - val_loss: 12016.3112 - val_mean_absolute_error: 76.5822
Epoch 481/5000
148/148 [==============================] - 0s 27us/step - loss: 7255.6704 - mean_absolute_error: 60.8732 - val_loss: 12014.0227 - val_mean_absolute_error: 76.5716
Epoch 482/5000
148/148 [==============================] - 0s 27us/step - loss: 7253.8506 - mean_absolute_error: 60.8660 - val_loss: 12011.7321 - val_mean_absolute_error: 76.5611
Epoch 483/5000
148/148 [==============================] - 0s 27us/step - loss: 7252.0298 - mean_absolute_error: 60.8588 - val_loss: 12009.4438 - val_mean_absolute_error: 76.5505
Epoch 484/5000
148/148 [==============================] - 0s 20us/step - loss: 7250.2109 - mean_absolute_error: 60.8517 - val_loss: 12007.1501 - val_mean_absolute_error: 76.5399
Epoch 485/5000
148/148 [==============================] - 0s 34us/step - loss: 7248.3901 - mean_absolute_error: 60.8444 - val_loss: 12004.8492 - val_mean_absolute_error: 76.5294
Epoch 486/5000
148/148 [==============================] - 0s 27us/step - loss: 7246.5674 - mean_absolute_error: 60.8372 - val_loss: 12002.5458 - val_mean_absolute_error: 76.5188
Epoch 487/5000
148/148 [==============================] - 0s 27us/step - loss: 7244.7544 - mean_absolute_error: 60.8300 - val_loss: 12000.2499 - val_mean_absolute_error: 76.5083
Epoch 488/5000
148/148 [==============================] - 0s 20us/step - loss: 7242.9385 - mean_absolute_error: 60.8228 - val_loss: 11997.9615 - val_mean_absolute_error: 76.4978
Epoch 489/5000
148/148 [==============================] - 0s 27us/step - loss: 7241.1191 - mean_absolute_error: 60.8155 - val_loss: 11995.6862 - val_mean_absolute_error: 76.4872
Epoch 490/5000
148/148 [==============================] - 0s 27us/step - loss: 7239.2988 - mean_absolute_error: 60.8083 - val_loss: 11993.4057 - val_mean_absolute_error: 76.4767
Epoch 491/5000
148/148 [==============================] - 0s 27us/step - loss: 7237.4766 - mean_absolute_error: 60.8010 - val_loss: 11991.1327 - val_mean_absolute_error: 76.4662
Epoch 492/5000
148/148 [==============================] - 0s 34us/step - loss: 7235.6514 - mean_absolute_error: 60.7938 - val_loss: 11988.8539 - val_mean_absolute_error: 76.4556
Epoch 493/5000
148/148 [==============================] - 0s 20us/step - loss: 7233.8242 - mean_absolute_error: 60.7866 - val_loss: 11986.5737 - val_mean_absolute_error: 76.4450
Epoch 494/5000
148/148 [==============================] - 0s 34us/step - loss: 7232.0034 - mean_absolute_error: 60.7793 - val_loss: 11984.2822 - val_mean_absolute_error: 76.4344
Epoch 495/5000
148/148 [==============================] - 0s 27us/step - loss: 7230.1772 - mean_absolute_error: 60.7720 - val_loss: 11981.9875 - val_mean_absolute_error: 76.4237
Epoch 496/5000
148/148 [==============================] - 0s 27us/step - loss: 7228.3530 - mean_absolute_error: 60.7647 - val_loss: 11979.6733 - val_mean_absolute_error: 76.4131
Epoch 497/5000
148/148 [==============================] - 0s 27us/step - loss: 7226.5312 - mean_absolute_error: 60.7575 - val_loss: 11977.3583 - val_mean_absolute_error: 76.4024
Epoch 498/5000
148/148 [==============================] - 0s 20us/step - loss: 7224.7061 - mean_absolute_error: 60.7502 - val_loss: 11975.0556 - val_mean_absolute_error: 76.3916
Epoch 499/5000
148/148 [==============================] - 0s 34us/step - loss: 7222.8809 - mean_absolute_error: 60.7430 - val_loss: 11972.7595 - val_mean_absolute_error: 76.3810
Epoch 500/5000
148/148 [==============================] - 0s 27us/step - loss: 7221.0522 - mean_absolute_error: 60.7357 - val_loss: 11970.4710 - val_mean_absolute_error: 76.3703
Epoch 501/5000
148/148 [==============================] - 0s 27us/step - loss: 7219.2246 - mean_absolute_error: 60.7285 - val_loss: 11968.1798 - val_mean_absolute_error: 76.3596
Epoch 502/5000
148/148 [==============================] - 0s 27us/step - loss: 7217.4014 - mean_absolute_error: 60.7212 - val_loss: 11965.8804 - val_mean_absolute_error: 76.3488
Epoch 503/5000
148/148 [==============================] - 0s 20us/step - loss: 7215.5732 - mean_absolute_error: 60.7139 - val_loss: 11963.5696 - val_mean_absolute_error: 76.3381
Epoch 504/5000
148/148 [==============================] - 0s 20us/step - loss: 7213.7524 - mean_absolute_error: 60.7066 - val_loss: 11961.2569 - val_mean_absolute_error: 76.3274
Epoch 505/5000
148/148 [==============================] - 0s 34us/step - loss: 7211.9292 - mean_absolute_error: 60.6993 - val_loss: 11958.9441 - val_mean_absolute_error: 76.3166
Epoch 506/5000
148/148 [==============================] - 0s 27us/step - loss: 7210.1040 - mean_absolute_error: 60.6920 - val_loss: 11956.6425 - val_mean_absolute_error: 76.3058
Epoch 507/5000
148/148 [==============================] - 0s 27us/step - loss: 7208.2769 - mean_absolute_error: 60.6847 - val_loss: 11954.3463 - val_mean_absolute_error: 76.2951
Epoch 508/5000
148/148 [==============================] - 0s 34us/step - loss: 7206.4512 - mean_absolute_error: 60.6774 - val_loss: 11952.0473 - val_mean_absolute_error: 76.2844
Epoch 509/5000
148/148 [==============================] - 0s 27us/step - loss: 7204.6274 - mean_absolute_error: 60.6701 - val_loss: 11949.7457 - val_mean_absolute_error: 76.2736
Epoch 510/5000
148/148 [==============================] - 0s 27us/step - loss: 7202.8042 - mean_absolute_error: 60.6628 - val_loss: 11947.4486 - val_mean_absolute_error: 76.2629
Epoch 511/5000
148/148 [==============================] - 0s 27us/step - loss: 7200.9771 - mean_absolute_error: 60.6555 - val_loss: 11945.1595 - val_mean_absolute_error: 76.2521
Epoch 512/5000
148/148 [==============================] - 0s 34us/step - loss: 7199.1528 - mean_absolute_error: 60.6481 - val_loss: 11942.8776 - val_mean_absolute_error: 76.2414
Epoch 513/5000
148/148 [==============================] - 0s 27us/step - loss: 7197.3330 - mean_absolute_error: 60.6408 - val_loss: 11940.5872 - val_mean_absolute_error: 76.2306
Epoch 514/5000
148/148 [==============================] - 0s 27us/step - loss: 7195.5093 - mean_absolute_error: 60.6334 - val_loss: 11938.2925 - val_mean_absolute_error: 76.2199
Epoch 515/5000
148/148 [==============================] - 0s 27us/step - loss: 7193.6860 - mean_absolute_error: 60.6261 - val_loss: 11935.9884 - val_mean_absolute_error: 76.2091
Epoch 516/5000
148/148 [==============================] - 0s 27us/step - loss: 7191.8643 - mean_absolute_error: 60.6187 - val_loss: 11933.6862 - val_mean_absolute_error: 76.1984
Epoch 517/5000
148/148 [==============================] - 0s 27us/step - loss: 7190.0391 - mean_absolute_error: 60.6113 - val_loss: 11931.3864 - val_mean_absolute_error: 76.1876
Epoch 518/5000
148/148 [==============================] - 0s 34us/step - loss: 7188.2153 - mean_absolute_error: 60.6040 - val_loss: 11929.0972 - val_mean_absolute_error: 76.1768
Epoch 519/5000
148/148 [==============================] - 0s 27us/step - loss: 7186.3955 - mean_absolute_error: 60.5966 - val_loss: 11926.8134 - val_mean_absolute_error: 76.1660
Epoch 520/5000
148/148 [==============================] - 0s 27us/step - loss: 7184.5732 - mean_absolute_error: 60.5892 - val_loss: 11924.5350 - val_mean_absolute_error: 76.1553
Epoch 521/5000
148/148 [==============================] - 0s 34us/step - loss: 7182.7500 - mean_absolute_error: 60.5817 - val_loss: 11922.2439 - val_mean_absolute_error: 76.1445
Epoch 522/5000
148/148 [==============================] - 0s 20us/step - loss: 7180.9268 - mean_absolute_error: 60.5743 - val_loss: 11919.9432 - val_mean_absolute_error: 76.1338
Epoch 523/5000
148/148 [==============================] - 0s 34us/step - loss: 7179.1030 - mean_absolute_error: 60.5669 - val_loss: 11917.6519 - val_mean_absolute_error: 76.1231
Epoch 524/5000
148/148 [==============================] - 0s 27us/step - loss: 7177.2803 - mean_absolute_error: 60.5595 - val_loss: 11915.3670 - val_mean_absolute_error: 76.1123
Epoch 525/5000
148/148 [==============================] - 0s 27us/step - loss: 7175.4482 - mean_absolute_error: 60.5521 - val_loss: 11913.0791 - val_mean_absolute_error: 76.1015
Epoch 526/5000
148/148 [==============================] - 0s 27us/step - loss: 7173.6089 - mean_absolute_error: 60.5446 - val_loss: 11910.7939 - val_mean_absolute_error: 76.0907
Epoch 527/5000
148/148 [==============================] - 0s 27us/step - loss: 7171.7661 - mean_absolute_error: 60.5371 - val_loss: 11908.5008 - val_mean_absolute_error: 76.0798
Epoch 528/5000
148/148 [==============================] - 0s 27us/step - loss: 7169.9248 - mean_absolute_error: 60.5295 - val_loss: 11906.1969 - val_mean_absolute_error: 76.0690
Epoch 529/5000
148/148 [==============================] - 0s 20us/step - loss: 7168.0820 - mean_absolute_error: 60.5220 - val_loss: 11903.8886 - val_mean_absolute_error: 76.0582
Epoch 530/5000
148/148 [==============================] - 0s 34us/step - loss: 7166.2393 - mean_absolute_error: 60.5145 - val_loss: 11901.5879 - val_mean_absolute_error: 76.0473
Epoch 531/5000
148/148 [==============================] - 0s 27us/step - loss: 7164.3926 - mean_absolute_error: 60.5070 - val_loss: 11899.2933 - val_mean_absolute_error: 76.0364
Epoch 532/5000
148/148 [==============================] - 0s 27us/step - loss: 7162.5430 - mean_absolute_error: 60.4995 - val_loss: 11897.0057 - val_mean_absolute_error: 76.0255
Epoch 533/5000
148/148 [==============================] - 0s 34us/step - loss: 7160.6924 - mean_absolute_error: 60.4919 - val_loss: 11894.7133 - val_mean_absolute_error: 76.0146
Epoch 534/5000
148/148 [==============================] - 0s 20us/step - loss: 7158.8462 - mean_absolute_error: 60.4844 - val_loss: 11892.4077 - val_mean_absolute_error: 76.0036
Epoch 535/5000
148/148 [==============================] - 0s 27us/step - loss: 7156.9976 - mean_absolute_error: 60.4769 - val_loss: 11890.0848 - val_mean_absolute_error: 75.9927
Epoch 536/5000
148/148 [==============================] - 0s 20us/step - loss: 7155.1436 - mean_absolute_error: 60.4694 - val_loss: 11887.7610 - val_mean_absolute_error: 75.9817
Epoch 537/5000
148/148 [==============================] - 0s 41us/step - loss: 7153.2949 - mean_absolute_error: 60.4618 - val_loss: 11885.4508 - val_mean_absolute_error: 75.9708
Epoch 538/5000
148/148 [==============================] - 0s 20us/step - loss: 7151.4468 - mean_absolute_error: 60.4543 - val_loss: 11883.1516 - val_mean_absolute_error: 75.9599
Epoch 539/5000
148/148 [==============================] - 0s 27us/step - loss: 7149.5947 - mean_absolute_error: 60.4467 - val_loss: 11880.8585 - val_mean_absolute_error: 75.9489
Epoch 540/5000
148/148 [==============================] - 0s 34us/step - loss: 7147.7441 - mean_absolute_error: 60.4391 - val_loss: 11878.5623 - val_mean_absolute_error: 75.9380
Epoch 541/5000
148/148 [==============================] - 0s 27us/step - loss: 7145.8911 - mean_absolute_error: 60.4315 - val_loss: 11876.2577 - val_mean_absolute_error: 75.9270
Epoch 542/5000
148/148 [==============================] - 0s 34us/step - loss: 7144.0396 - mean_absolute_error: 60.4240 - val_loss: 11873.9500 - val_mean_absolute_error: 75.9160
Epoch 543/5000
148/148 [==============================] - 0s 27us/step - loss: 7142.1890 - mean_absolute_error: 60.4164 - val_loss: 11871.6542 - val_mean_absolute_error: 75.9051
Epoch 544/5000
148/148 [==============================] - 0s 27us/step - loss: 7140.3389 - mean_absolute_error: 60.4088 - val_loss: 11869.3575 - val_mean_absolute_error: 75.8941
Epoch 545/5000
148/148 [==============================] - 0s 20us/step - loss: 7138.4883 - mean_absolute_error: 60.4012 - val_loss: 11867.0592 - val_mean_absolute_error: 75.8832
Epoch 546/5000
148/148 [==============================] - 0s 27us/step - loss: 7136.6387 - mean_absolute_error: 60.3936 - val_loss: 11864.7551 - val_mean_absolute_error: 75.8722
Epoch 547/5000
148/148 [==============================] - 0s 34us/step - loss: 7134.7871 - mean_absolute_error: 60.3860 - val_loss: 11862.4514 - val_mean_absolute_error: 75.8612
Epoch 548/5000
148/148 [==============================] - 0s 27us/step - loss: 7132.9297 - mean_absolute_error: 60.3783 - val_loss: 11860.1477 - val_mean_absolute_error: 75.8503
Epoch 549/5000
148/148 [==============================] - 0s 27us/step - loss: 7131.0718 - mean_absolute_error: 60.3706 - val_loss: 11857.8558 - val_mean_absolute_error: 75.8393
Epoch 550/5000
148/148 [==============================] - 0s 20us/step - loss: 7129.2280 - mean_absolute_error: 60.3631 - val_loss: 11855.5730 - val_mean_absolute_error: 75.8284
Epoch 551/5000
148/148 [==============================] - 0s 27us/step - loss: 7127.3833 - mean_absolute_error: 60.3555 - val_loss: 11853.2849 - val_mean_absolute_error: 75.8174
Epoch 552/5000
148/148 [==============================] - 0s 27us/step - loss: 7125.5391 - mean_absolute_error: 60.3479 - val_loss: 11850.9995 - val_mean_absolute_error: 75.8065
Epoch 553/5000
148/148 [==============================] - 0s 27us/step - loss: 7123.6978 - mean_absolute_error: 60.3403 - val_loss: 11848.7229 - val_mean_absolute_error: 75.7955
Epoch 554/5000
148/148 [==============================] - 0s 20us/step - loss: 7121.8613 - mean_absolute_error: 60.3327 - val_loss: 11846.4471 - val_mean_absolute_error: 75.7845
Epoch 555/5000
148/148 [==============================] - 0s 27us/step - loss: 7120.0205 - mean_absolute_error: 60.3250 - val_loss: 11844.1688 - val_mean_absolute_error: 75.7736
Epoch 556/5000
148/148 [==============================] - 0s 20us/step - loss: 7118.1797 - mean_absolute_error: 60.3173 - val_loss: 11841.8776 - val_mean_absolute_error: 75.7626
Epoch 557/5000
148/148 [==============================] - 0s 34us/step - loss: 7116.3403 - mean_absolute_error: 60.3097 - val_loss: 11839.5869 - val_mean_absolute_error: 75.7516
Epoch 558/5000
148/148 [==============================] - 0s 27us/step - loss: 7114.4976 - mean_absolute_error: 60.3021 - val_loss: 11837.3027 - val_mean_absolute_error: 75.7406
Epoch 559/5000
148/148 [==============================] - 0s 20us/step - loss: 7112.6421 - mean_absolute_error: 60.2944 - val_loss: 11835.0181 - val_mean_absolute_error: 75.7300
Epoch 560/5000
148/148 [==============================] - 0s 34us/step - loss: 7110.7847 - mean_absolute_error: 60.2868 - val_loss: 11832.7295 - val_mean_absolute_error: 75.7195
Epoch 561/5000
148/148 [==============================] - 0s 20us/step - loss: 7108.9297 - mean_absolute_error: 60.2791 - val_loss: 11830.4336 - val_mean_absolute_error: 75.7090
Epoch 562/5000
148/148 [==============================] - 0s 27us/step - loss: 7107.0732 - mean_absolute_error: 60.2715 - val_loss: 11828.1383 - val_mean_absolute_error: 75.6985
Epoch 563/5000
148/148 [==============================] - 0s 20us/step - loss: 7105.2109 - mean_absolute_error: 60.2637 - val_loss: 11825.8391 - val_mean_absolute_error: 75.6880
Epoch 564/5000
148/148 [==============================] - 0s 34us/step - loss: 7103.3564 - mean_absolute_error: 60.2560 - val_loss: 11823.5452 - val_mean_absolute_error: 75.6775
Epoch 565/5000
148/148 [==============================] - 0s 27us/step - loss: 7101.4966 - mean_absolute_error: 60.2483 - val_loss: 11821.2576 - val_mean_absolute_error: 75.6670
Epoch 566/5000
148/148 [==============================] - 0s 27us/step - loss: 7099.6343 - mean_absolute_error: 60.2405 - val_loss: 11818.9734 - val_mean_absolute_error: 75.6564
Epoch 567/5000
148/148 [==============================] - 0s 27us/step - loss: 7097.7729 - mean_absolute_error: 60.2328 - val_loss: 11816.6838 - val_mean_absolute_error: 75.6458
Epoch 568/5000
148/148 [==============================] - 0s 27us/step - loss: 7095.9111 - mean_absolute_error: 60.2250 - val_loss: 11814.3927 - val_mean_absolute_error: 75.6352
Epoch 569/5000
148/148 [==============================] - 0s 27us/step - loss: 7094.0474 - mean_absolute_error: 60.2174 - val_loss: 11812.0875 - val_mean_absolute_error: 75.6246
Epoch 570/5000
148/148 [==============================] - 0s 34us/step - loss: 7092.1851 - mean_absolute_error: 60.2096 - val_loss: 11809.7715 - val_mean_absolute_error: 75.6140
Epoch 571/5000
148/148 [==============================] - 0s 27us/step - loss: 7090.3208 - mean_absolute_error: 60.2019 - val_loss: 11807.4522 - val_mean_absolute_error: 75.6034
Epoch 572/5000
148/148 [==============================] - 0s 27us/step - loss: 7088.4595 - mean_absolute_error: 60.1942 - val_loss: 11805.1467 - val_mean_absolute_error: 75.5927
Epoch 573/5000
148/148 [==============================] - 0s 27us/step - loss: 7086.5986 - mean_absolute_error: 60.1865 - val_loss: 11802.8495 - val_mean_absolute_error: 75.5821
Epoch 574/5000
148/148 [==============================] - 0s 34us/step - loss: 7084.7358 - mean_absolute_error: 60.1788 - val_loss: 11800.5629 - val_mean_absolute_error: 75.5715
Epoch 575/5000
148/148 [==============================] - 0s 27us/step - loss: 7082.8745 - mean_absolute_error: 60.1710 - val_loss: 11798.2773 - val_mean_absolute_error: 75.5609
Epoch 576/5000
148/148 [==============================] - 0s 20us/step - loss: 7081.0142 - mean_absolute_error: 60.1633 - val_loss: 11795.9817 - val_mean_absolute_error: 75.5503
Epoch 577/5000
148/148 [==============================] - 0s 20us/step - loss: 7079.1504 - mean_absolute_error: 60.1555 - val_loss: 11793.6923 - val_mean_absolute_error: 75.5397
Epoch 578/5000
148/148 [==============================] - 0s 27us/step - loss: 7077.2876 - mean_absolute_error: 60.1477 - val_loss: 11791.4093 - val_mean_absolute_error: 75.5291
Epoch 579/5000
148/148 [==============================] - 0s 20us/step - loss: 7075.4277 - mean_absolute_error: 60.1399 - val_loss: 11789.1235 - val_mean_absolute_error: 75.5185
Epoch 580/5000
148/148 [==============================] - 0s 34us/step - loss: 7073.5688 - mean_absolute_error: 60.1321 - val_loss: 11786.8366 - val_mean_absolute_error: 75.5078
Epoch 581/5000
148/148 [==============================] - 0s 20us/step - loss: 7071.7080 - mean_absolute_error: 60.1243 - val_loss: 11784.5556 - val_mean_absolute_error: 75.4972
Epoch 582/5000
148/148 [==============================] - 0s 20us/step - loss: 7069.8467 - mean_absolute_error: 60.1165 - val_loss: 11782.2624 - val_mean_absolute_error: 75.4866
Epoch 583/5000
148/148 [==============================] - 0s 20us/step - loss: 7067.9883 - mean_absolute_error: 60.1087 - val_loss: 11779.9692 - val_mean_absolute_error: 75.4759
Epoch 584/5000
148/148 [==============================] - 0s 20us/step - loss: 7066.1299 - mean_absolute_error: 60.1010 - val_loss: 11777.6805 - val_mean_absolute_error: 75.4653
Epoch 585/5000
148/148 [==============================] - 0s 27us/step - loss: 7064.2729 - mean_absolute_error: 60.0931 - val_loss: 11775.3976 - val_mean_absolute_error: 75.4547
Epoch 586/5000
148/148 [==============================] - 0s 20us/step - loss: 7062.4131 - mean_absolute_error: 60.0853 - val_loss: 11773.1209 - val_mean_absolute_error: 75.4441
Epoch 587/5000
148/148 [==============================] - 0s 20us/step - loss: 7060.5542 - mean_absolute_error: 60.0775 - val_loss: 11770.8524 - val_mean_absolute_error: 75.4335
Epoch 588/5000
148/148 [==============================] - 0s 27us/step - loss: 7058.7017 - mean_absolute_error: 60.0696 - val_loss: 11768.5753 - val_mean_absolute_error: 75.4228
Epoch 589/5000
148/148 [==============================] - 0s 27us/step - loss: 7056.8452 - mean_absolute_error: 60.0618 - val_loss: 11766.2911 - val_mean_absolute_error: 75.4122
Epoch 590/5000
148/148 [==============================] - 0s 20us/step - loss: 7054.9863 - mean_absolute_error: 60.0539 - val_loss: 11764.0045 - val_mean_absolute_error: 75.4016
Epoch 591/5000
148/148 [==============================] - 0s 27us/step - loss: 7053.1328 - mean_absolute_error: 60.0460 - val_loss: 11761.7267 - val_mean_absolute_error: 75.3910
Epoch 592/5000
148/148 [==============================] - 0s 20us/step - loss: 7051.2808 - mean_absolute_error: 60.0382 - val_loss: 11759.4510 - val_mean_absolute_error: 75.3804
Epoch 593/5000
148/148 [==============================] - 0s 20us/step - loss: 7049.4272 - mean_absolute_error: 60.0303 - val_loss: 11757.1842 - val_mean_absolute_error: 75.3699
Epoch 594/5000
148/148 [==============================] - 0s 27us/step - loss: 7047.5723 - mean_absolute_error: 60.0224 - val_loss: 11754.9240 - val_mean_absolute_error: 75.3593
Epoch 595/5000
148/148 [==============================] - 0s 27us/step - loss: 7045.7168 - mean_absolute_error: 60.0145 - val_loss: 11752.6576 - val_mean_absolute_error: 75.3487
Epoch 596/5000
148/148 [==============================] - 0s 27us/step - loss: 7043.8643 - mean_absolute_error: 60.0067 - val_loss: 11750.3775 - val_mean_absolute_error: 75.3381
Epoch 597/5000
148/148 [==============================] - 0s 27us/step - loss: 7042.0112 - mean_absolute_error: 59.9989 - val_loss: 11748.1010 - val_mean_absolute_error: 75.3275
Epoch 598/5000
148/148 [==============================] - 0s 27us/step - loss: 7040.1602 - mean_absolute_error: 59.9911 - val_loss: 11745.8372 - val_mean_absolute_error: 75.3170
Epoch 599/5000
148/148 [==============================] - 0s 27us/step - loss: 7038.3086 - mean_absolute_error: 59.9832 - val_loss: 11743.5842 - val_mean_absolute_error: 75.3064
Epoch 600/5000
148/148 [==============================] - 0s 20us/step - loss: 7036.4604 - mean_absolute_error: 59.9753 - val_loss: 11741.3367 - val_mean_absolute_error: 75.2959
Epoch 601/5000
148/148 [==============================] - 0s 27us/step - loss: 7034.6113 - mean_absolute_error: 59.9673 - val_loss: 11739.0921 - val_mean_absolute_error: 75.2854
Epoch 602/5000
148/148 [==============================] - 0s 20us/step - loss: 7032.7632 - mean_absolute_error: 59.9594 - val_loss: 11736.8451 - val_mean_absolute_error: 75.2748
Epoch 603/5000
148/148 [==============================] - 0s 34us/step - loss: 7030.9146 - mean_absolute_error: 59.9515 - val_loss: 11734.5797 - val_mean_absolute_error: 75.2642
Epoch 604/5000
148/148 [==============================] - 0s 27us/step - loss: 7029.0654 - mean_absolute_error: 59.9436 - val_loss: 11732.3168 - val_mean_absolute_error: 75.2536
Epoch 605/5000
148/148 [==============================] - 0s 34us/step - loss: 7027.2202 - mean_absolute_error: 59.9358 - val_loss: 11730.0506 - val_mean_absolute_error: 75.2431
Epoch 606/5000
148/148 [==============================] - 0s 20us/step - loss: 7025.3730 - mean_absolute_error: 59.9280 - val_loss: 11727.7716 - val_mean_absolute_error: 75.2325
Epoch 607/5000
148/148 [==============================] - 0s 34us/step - loss: 7023.5234 - mean_absolute_error: 59.9200 - val_loss: 11725.5003 - val_mean_absolute_error: 75.2219
Epoch 608/5000
148/148 [==============================] - 0s 27us/step - loss: 7021.6831 - mean_absolute_error: 59.9121 - val_loss: 11723.2236 - val_mean_absolute_error: 75.2113
Epoch 609/5000
148/148 [==============================] - 0s 27us/step - loss: 7019.8423 - mean_absolute_error: 59.9042 - val_loss: 11720.9460 - val_mean_absolute_error: 75.2007
Epoch 610/5000
148/148 [==============================] - 0s 20us/step - loss: 7018.0020 - mean_absolute_error: 59.8967 - val_loss: 11718.6737 - val_mean_absolute_error: 75.1902
Epoch 611/5000
148/148 [==============================] - 0s 20us/step - loss: 7016.1611 - mean_absolute_error: 59.8895 - val_loss: 11716.4101 - val_mean_absolute_error: 75.1795
Epoch 612/5000
148/148 [==============================] - 0s 20us/step - loss: 7014.3198 - mean_absolute_error: 59.8824 - val_loss: 11714.1523 - val_mean_absolute_error: 75.1690
Epoch 613/5000
148/148 [==============================] - 0s 27us/step - loss: 7012.4810 - mean_absolute_error: 59.8753 - val_loss: 11711.8974 - val_mean_absolute_error: 75.1585
Epoch 614/5000
148/148 [==============================] - 0s 34us/step - loss: 7010.6450 - mean_absolute_error: 59.8682 - val_loss: 11709.6473 - val_mean_absolute_error: 75.1479
Epoch 615/5000
148/148 [==============================] - 0s 27us/step - loss: 7008.8066 - mean_absolute_error: 59.8609 - val_loss: 11707.3942 - val_mean_absolute_error: 75.1374
Epoch 616/5000
148/148 [==============================] - 0s 27us/step - loss: 7006.9712 - mean_absolute_error: 59.8538 - val_loss: 11705.1265 - val_mean_absolute_error: 75.1268
Epoch 617/5000
148/148 [==============================] - 0s 34us/step - loss: 7005.1367 - mean_absolute_error: 59.8467 - val_loss: 11702.8583 - val_mean_absolute_error: 75.1163
Epoch 618/5000
148/148 [==============================] - 0s 27us/step - loss: 7003.3003 - mean_absolute_error: 59.8396 - val_loss: 11700.5850 - val_mean_absolute_error: 75.1058
Epoch 619/5000
148/148 [==============================] - 0s 27us/step - loss: 7001.4644 - mean_absolute_error: 59.8324 - val_loss: 11698.3199 - val_mean_absolute_error: 75.0952
Epoch 620/5000
148/148 [==============================] - 0s 34us/step - loss: 6999.6270 - mean_absolute_error: 59.8252 - val_loss: 11696.0636 - val_mean_absolute_error: 75.0846
Epoch 621/5000
148/148 [==============================] - 0s 27us/step - loss: 6997.7900 - mean_absolute_error: 59.8180 - val_loss: 11693.8123 - val_mean_absolute_error: 75.0740
Epoch 622/5000
148/148 [==============================] - 0s 34us/step - loss: 6995.9556 - mean_absolute_error: 59.8108 - val_loss: 11691.5688 - val_mean_absolute_error: 75.0635
Epoch 623/5000
148/148 [==============================] - 0s 27us/step - loss: 6994.1196 - mean_absolute_error: 59.8036 - val_loss: 11689.3260 - val_mean_absolute_error: 75.0530
Epoch 624/5000
148/148 [==============================] - 0s 27us/step - loss: 6992.2842 - mean_absolute_error: 59.7963 - val_loss: 11687.0852 - val_mean_absolute_error: 75.0425
Epoch 625/5000
148/148 [==============================] - 0s 20us/step - loss: 6990.4478 - mean_absolute_error: 59.7891 - val_loss: 11684.8429 - val_mean_absolute_error: 75.0320
Epoch 626/5000
148/148 [==============================] - 0s 34us/step - loss: 6988.6128 - mean_absolute_error: 59.7819 - val_loss: 11682.5954 - val_mean_absolute_error: 75.0215
Epoch 627/5000
148/148 [==============================] - 0s 27us/step - loss: 6986.7812 - mean_absolute_error: 59.7747 - val_loss: 11680.3402 - val_mean_absolute_error: 75.0110
Epoch 628/5000
148/148 [==============================] - 0s 27us/step - loss: 6984.9453 - mean_absolute_error: 59.7675 - val_loss: 11678.0964 - val_mean_absolute_error: 75.0004
Epoch 629/5000
148/148 [==============================] - 0s 27us/step - loss: 6983.1167 - mean_absolute_error: 59.7603 - val_loss: 11675.8520 - val_mean_absolute_error: 74.9899
Epoch 630/5000
148/148 [==============================] - 0s 27us/step - loss: 6981.2827 - mean_absolute_error: 59.7530 - val_loss: 11673.6094 - val_mean_absolute_error: 74.9794
Epoch 631/5000
148/148 [==============================] - 0s 27us/step - loss: 6979.4517 - mean_absolute_error: 59.7458 - val_loss: 11671.3782 - val_mean_absolute_error: 74.9689
Epoch 632/5000
148/148 [==============================] - 0s 27us/step - loss: 6977.6221 - mean_absolute_error: 59.7385 - val_loss: 11669.1399 - val_mean_absolute_error: 74.9585
Epoch 633/5000
148/148 [==============================] - 0s 27us/step - loss: 6975.7920 - mean_absolute_error: 59.7313 - val_loss: 11666.8862 - val_mean_absolute_error: 74.9479
Epoch 634/5000
148/148 [==============================] - 0s 27us/step - loss: 6973.9604 - mean_absolute_error: 59.7241 - val_loss: 11664.6395 - val_mean_absolute_error: 74.9374
Epoch 635/5000
148/148 [==============================] - 0s 20us/step - loss: 6972.1348 - mean_absolute_error: 59.7169 - val_loss: 11662.3910 - val_mean_absolute_error: 74.9269
Epoch 636/5000
148/148 [==============================] - 0s 27us/step - loss: 6970.3105 - mean_absolute_error: 59.7096 - val_loss: 11660.1483 - val_mean_absolute_error: 74.9164
Epoch 637/5000
148/148 [==============================] - 0s 27us/step - loss: 6968.4834 - mean_absolute_error: 59.7023 - val_loss: 11657.9003 - val_mean_absolute_error: 74.9060
Epoch 638/5000
148/148 [==============================] - 0s 27us/step - loss: 6966.6616 - mean_absolute_error: 59.6950 - val_loss: 11655.6579 - val_mean_absolute_error: 74.8955
Epoch 639/5000
148/148 [==============================] - 0s 27us/step - loss: 6964.8452 - mean_absolute_error: 59.6877 - val_loss: 11653.4237 - val_mean_absolute_error: 74.8850
Epoch 640/5000
148/148 [==============================] - 0s 20us/step - loss: 6963.0259 - mean_absolute_error: 59.6804 - val_loss: 11651.1872 - val_mean_absolute_error: 74.8745
Epoch 641/5000
148/148 [==============================] - 0s 27us/step - loss: 6961.2036 - mean_absolute_error: 59.6731 - val_loss: 11648.9495 - val_mean_absolute_error: 74.8640
Epoch 642/5000
148/148 [==============================] - 0s 20us/step - loss: 6959.3804 - mean_absolute_error: 59.6658 - val_loss: 11646.7127 - val_mean_absolute_error: 74.8536
Epoch 643/5000
148/148 [==============================] - 0s 20us/step - loss: 6957.5601 - mean_absolute_error: 59.6586 - val_loss: 11644.4728 - val_mean_absolute_error: 74.8431
Epoch 644/5000
148/148 [==============================] - 0s 34us/step - loss: 6955.7480 - mean_absolute_error: 59.6514 - val_loss: 11642.2370 - val_mean_absolute_error: 74.8327
Epoch 645/5000
148/148 [==============================] - 0s 27us/step - loss: 6953.9326 - mean_absolute_error: 59.6442 - val_loss: 11640.0006 - val_mean_absolute_error: 74.8223
Epoch 646/5000
148/148 [==============================] - 0s 41us/step - loss: 6952.1128 - mean_absolute_error: 59.6369 - val_loss: 11637.7743 - val_mean_absolute_error: 74.8119
Epoch 647/5000
148/148 [==============================] - 0s 27us/step - loss: 6950.2915 - mean_absolute_error: 59.6295 - val_loss: 11635.5579 - val_mean_absolute_error: 74.8014
Epoch 648/5000
148/148 [==============================] - 0s 41us/step - loss: 6948.4771 - mean_absolute_error: 59.6222 - val_loss: 11633.3485 - val_mean_absolute_error: 74.7910
Epoch 649/5000
148/148 [==============================] - 0s 34us/step - loss: 6946.6626 - mean_absolute_error: 59.6148 - val_loss: 11631.1470 - val_mean_absolute_error: 74.7806
Epoch 650/5000
148/148 [==============================] - 0s 20us/step - loss: 6944.8472 - mean_absolute_error: 59.6075 - val_loss: 11628.9392 - val_mean_absolute_error: 74.7703
Epoch 651/5000
148/148 [==============================] - 0s 27us/step - loss: 6943.0361 - mean_absolute_error: 59.6002 - val_loss: 11626.7214 - val_mean_absolute_error: 74.7599
Epoch 652/5000
148/148 [==============================] - 0s 27us/step - loss: 6941.2222 - mean_absolute_error: 59.5929 - val_loss: 11624.5022 - val_mean_absolute_error: 74.7495
Epoch 653/5000
148/148 [==============================] - 0s 27us/step - loss: 6939.4082 - mean_absolute_error: 59.5855 - val_loss: 11622.2817 - val_mean_absolute_error: 74.7392
Epoch 654/5000
148/148 [==============================] - 0s 27us/step - loss: 6937.5967 - mean_absolute_error: 59.5782 - val_loss: 11620.0716 - val_mean_absolute_error: 74.7288
Epoch 655/5000
148/148 [==============================] - 0s 27us/step - loss: 6935.7861 - mean_absolute_error: 59.5709 - val_loss: 11617.8525 - val_mean_absolute_error: 74.7184
Epoch 656/5000
148/148 [==============================] - 0s 27us/step - loss: 6933.9780 - mean_absolute_error: 59.5636 - val_loss: 11615.6315 - val_mean_absolute_error: 74.7080
Epoch 657/5000
148/148 [==============================] - 0s 34us/step - loss: 6932.1675 - mean_absolute_error: 59.5563 - val_loss: 11613.4282 - val_mean_absolute_error: 74.6976
Epoch 658/5000
148/148 [==============================] - 0s 27us/step - loss: 6930.3599 - mean_absolute_error: 59.5489 - val_loss: 11611.2308 - val_mean_absolute_error: 74.6872
Epoch 659/5000
148/148 [==============================] - 0s 20us/step - loss: 6928.5542 - mean_absolute_error: 59.5415 - val_loss: 11609.0364 - val_mean_absolute_error: 74.6769
Epoch 660/5000
148/148 [==============================] - 0s 27us/step - loss: 6926.7471 - mean_absolute_error: 59.5342 - val_loss: 11606.8480 - val_mean_absolute_error: 74.6665
Epoch 661/5000
148/148 [==============================] - 0s 27us/step - loss: 6924.9395 - mean_absolute_error: 59.5268 - val_loss: 11604.6429 - val_mean_absolute_error: 74.6561
Epoch 662/5000
148/148 [==============================] - 0s 27us/step - loss: 6923.1362 - mean_absolute_error: 59.5195 - val_loss: 11602.4298 - val_mean_absolute_error: 74.6456
Epoch 663/5000
148/148 [==============================] - 0s 27us/step - loss: 6921.3296 - mean_absolute_error: 59.5122 - val_loss: 11600.2201 - val_mean_absolute_error: 74.6352
Epoch 664/5000
148/148 [==============================] - 0s 27us/step - loss: 6919.5244 - mean_absolute_error: 59.5048 - val_loss: 11598.0190 - val_mean_absolute_error: 74.6249
Epoch 665/5000
148/148 [==============================] - 0s 34us/step - loss: 6917.7236 - mean_absolute_error: 59.4975 - val_loss: 11595.8228 - val_mean_absolute_error: 74.6146
Epoch 666/5000
148/148 [==============================] - 0s 27us/step - loss: 6915.9199 - mean_absolute_error: 59.4901 - val_loss: 11593.6315 - val_mean_absolute_error: 74.6042
Epoch 667/5000
148/148 [==============================] - 0s 27us/step - loss: 6914.1143 - mean_absolute_error: 59.4828 - val_loss: 11591.4385 - val_mean_absolute_error: 74.5938
Epoch 668/5000
148/148 [==============================] - 0s 27us/step - loss: 6912.3174 - mean_absolute_error: 59.4754 - val_loss: 11589.2386 - val_mean_absolute_error: 74.5835
Epoch 669/5000
148/148 [==============================] - 0s 20us/step - loss: 6910.5186 - mean_absolute_error: 59.4681 - val_loss: 11587.0398 - val_mean_absolute_error: 74.5733
Epoch 670/5000
148/148 [==============================] - 0s 27us/step - loss: 6908.7158 - mean_absolute_error: 59.4607 - val_loss: 11584.8484 - val_mean_absolute_error: 74.5631
Epoch 671/5000
148/148 [==============================] - 0s 27us/step - loss: 6906.9165 - mean_absolute_error: 59.4533 - val_loss: 11582.6624 - val_mean_absolute_error: 74.5529
Epoch 672/5000
148/148 [==============================] - 0s 27us/step - loss: 6905.1201 - mean_absolute_error: 59.4458 - val_loss: 11580.4848 - val_mean_absolute_error: 74.5427
Epoch 673/5000
148/148 [==============================] - 0s 27us/step - loss: 6903.3213 - mean_absolute_error: 59.4384 - val_loss: 11578.3083 - val_mean_absolute_error: 74.5326
Epoch 674/5000
148/148 [==============================] - 0s 27us/step - loss: 6901.5234 - mean_absolute_error: 59.4310 - val_loss: 11576.1330 - val_mean_absolute_error: 74.5224
Epoch 675/5000
148/148 [==============================] - 0s 27us/step - loss: 6899.7266 - mean_absolute_error: 59.4237 - val_loss: 11573.9452 - val_mean_absolute_error: 74.5123
Epoch 676/5000
148/148 [==============================] - 0s 27us/step - loss: 6897.9312 - mean_absolute_error: 59.4164 - val_loss: 11571.7413 - val_mean_absolute_error: 74.5021
Epoch 677/5000
148/148 [==============================] - 0s 34us/step - loss: 6896.1392 - mean_absolute_error: 59.4091 - val_loss: 11569.5492 - val_mean_absolute_error: 74.4920
Epoch 678/5000
148/148 [==============================] - 0s 27us/step - loss: 6894.3496 - mean_absolute_error: 59.4017 - val_loss: 11567.3637 - val_mean_absolute_error: 74.4819
Epoch 679/5000
148/148 [==============================] - 0s 27us/step - loss: 6892.5610 - mean_absolute_error: 59.3944 - val_loss: 11565.1933 - val_mean_absolute_error: 74.4718
Epoch 680/5000
148/148 [==============================] - 0s 27us/step - loss: 6890.7734 - mean_absolute_error: 59.3871 - val_loss: 11563.0354 - val_mean_absolute_error: 74.4617
Epoch 681/5000
148/148 [==============================] - 0s 27us/step - loss: 6888.9858 - mean_absolute_error: 59.3797 - val_loss: 11560.8839 - val_mean_absolute_error: 74.4516
Epoch 682/5000
148/148 [==============================] - 0s 20us/step - loss: 6887.2007 - mean_absolute_error: 59.3723 - val_loss: 11558.7189 - val_mean_absolute_error: 74.4416
Epoch 683/5000
148/148 [==============================] - 0s 41us/step - loss: 6885.4194 - mean_absolute_error: 59.3649 - val_loss: 11556.5415 - val_mean_absolute_error: 74.4314
Epoch 684/5000
148/148 [==============================] - 0s 27us/step - loss: 6883.6426 - mean_absolute_error: 59.3576 - val_loss: 11554.3766 - val_mean_absolute_error: 74.4214
Epoch 685/5000
148/148 [==============================] - 0s 27us/step - loss: 6881.8657 - mean_absolute_error: 59.3502 - val_loss: 11552.2267 - val_mean_absolute_error: 74.4113
Epoch 686/5000
148/148 [==============================] - 0s 27us/step - loss: 6880.0889 - mean_absolute_error: 59.3429 - val_loss: 11550.0756 - val_mean_absolute_error: 74.4013
Epoch 687/5000
148/148 [==============================] - 0s 34us/step - loss: 6878.3140 - mean_absolute_error: 59.3355 - val_loss: 11547.9380 - val_mean_absolute_error: 74.3913
Epoch 688/5000
148/148 [==============================] - 0s 27us/step - loss: 6876.5381 - mean_absolute_error: 59.3281 - val_loss: 11545.8094 - val_mean_absolute_error: 74.3814
Epoch 689/5000
148/148 [==============================] - 0s 27us/step - loss: 6874.7642 - mean_absolute_error: 59.3206 - val_loss: 11543.6789 - val_mean_absolute_error: 74.3714
Epoch 690/5000
148/148 [==============================] - 0s 27us/step - loss: 6872.9917 - mean_absolute_error: 59.3132 - val_loss: 11541.5396 - val_mean_absolute_error: 74.3614
Epoch 691/5000
148/148 [==============================] - 0s 20us/step - loss: 6871.2173 - mean_absolute_error: 59.3059 - val_loss: 11539.3903 - val_mean_absolute_error: 74.3514
Epoch 692/5000
148/148 [==============================] - 0s 27us/step - loss: 6869.4512 - mean_absolute_error: 59.2985 - val_loss: 11537.2576 - val_mean_absolute_error: 74.3414
Epoch 693/5000
148/148 [==============================] - 0s 27us/step - loss: 6867.6812 - mean_absolute_error: 59.2912 - val_loss: 11535.1399 - val_mean_absolute_error: 74.3315
Epoch 694/5000
148/148 [==============================] - 0s 34us/step - loss: 6865.9106 - mean_absolute_error: 59.2837 - val_loss: 11533.0325 - val_mean_absolute_error: 74.3216
Epoch 695/5000
148/148 [==============================] - 0s 27us/step - loss: 6864.1426 - mean_absolute_error: 59.2762 - val_loss: 11530.9171 - val_mean_absolute_error: 74.3117
Epoch 696/5000
148/148 [==============================] - 0s 20us/step - loss: 6862.3740 - mean_absolute_error: 59.2688 - val_loss: 11528.7905 - val_mean_absolute_error: 74.3017
Epoch 697/5000
148/148 [==============================] - 0s 27us/step - loss: 6860.6050 - mean_absolute_error: 59.2614 - val_loss: 11526.6581 - val_mean_absolute_error: 74.2918
Epoch 698/5000
148/148 [==============================] - 0s 27us/step - loss: 6858.8389 - mean_absolute_error: 59.2540 - val_loss: 11524.5337 - val_mean_absolute_error: 74.2818
Epoch 699/5000
148/148 [==============================] - 0s 27us/step - loss: 6857.0732 - mean_absolute_error: 59.2466 - val_loss: 11522.4227 - val_mean_absolute_error: 74.2719
Epoch 700/5000
148/148 [==============================] - 0s 27us/step - loss: 6855.3076 - mean_absolute_error: 59.2390 - val_loss: 11520.3021 - val_mean_absolute_error: 74.2619
Epoch 701/5000
148/148 [==============================] - 0s 20us/step - loss: 6853.5371 - mean_absolute_error: 59.2316 - val_loss: 11518.1840 - val_mean_absolute_error: 74.2519
Epoch 702/5000
148/148 [==============================] - 0s 27us/step - loss: 6851.7754 - mean_absolute_error: 59.2241 - val_loss: 11516.0614 - val_mean_absolute_error: 74.2420
Epoch 703/5000
148/148 [==============================] - 0s 27us/step - loss: 6850.0122 - mean_absolute_error: 59.2166 - val_loss: 11513.9453 - val_mean_absolute_error: 74.2320
Epoch 704/5000
148/148 [==============================] - 0s 20us/step - loss: 6848.2461 - mean_absolute_error: 59.2091 - val_loss: 11511.8360 - val_mean_absolute_error: 74.2221
Epoch 705/5000
148/148 [==============================] - 0s 34us/step - loss: 6846.4810 - mean_absolute_error: 59.2016 - val_loss: 11509.7311 - val_mean_absolute_error: 74.2122
Epoch 706/5000
148/148 [==============================] - 0s 20us/step - loss: 6844.7202 - mean_absolute_error: 59.1941 - val_loss: 11507.6285 - val_mean_absolute_error: 74.2022
Epoch 707/5000
148/148 [==============================] - 0s 20us/step - loss: 6842.9561 - mean_absolute_error: 59.1864 - val_loss: 11505.5265 - val_mean_absolute_error: 74.1922
Epoch 708/5000
148/148 [==============================] - 0s 27us/step - loss: 6841.1943 - mean_absolute_error: 59.1788 - val_loss: 11503.4261 - val_mean_absolute_error: 74.1823
Epoch 709/5000
148/148 [==============================] - 0s 34us/step - loss: 6839.4351 - mean_absolute_error: 59.1713 - val_loss: 11501.3195 - val_mean_absolute_error: 74.1723
Epoch 710/5000
148/148 [==============================] - 0s 27us/step - loss: 6837.6748 - mean_absolute_error: 59.1638 - val_loss: 11499.2074 - val_mean_absolute_error: 74.1624
Epoch 711/5000
148/148 [==============================] - 0s 27us/step - loss: 6835.9121 - mean_absolute_error: 59.1563 - val_loss: 11497.0802 - val_mean_absolute_error: 74.1523
Epoch 712/5000
148/148 [==============================] - 0s 27us/step - loss: 6834.1548 - mean_absolute_error: 59.1489 - val_loss: 11494.9723 - val_mean_absolute_error: 74.1424
Epoch 713/5000
148/148 [==============================] - 0s 27us/step - loss: 6832.4023 - mean_absolute_error: 59.1413 - val_loss: 11492.8808 - val_mean_absolute_error: 74.1324
Epoch 714/5000
148/148 [==============================] - 0s 27us/step - loss: 6830.6509 - mean_absolute_error: 59.1338 - val_loss: 11490.7895 - val_mean_absolute_error: 74.1225
Epoch 715/5000
148/148 [==============================] - 0s 27us/step - loss: 6828.8975 - mean_absolute_error: 59.1263 - val_loss: 11488.6937 - val_mean_absolute_error: 74.1127
Epoch 716/5000
148/148 [==============================] - 0s 27us/step - loss: 6827.1411 - mean_absolute_error: 59.1188 - val_loss: 11486.6091 - val_mean_absolute_error: 74.1028
Epoch 717/5000
148/148 [==============================] - 0s 27us/step - loss: 6825.3911 - mean_absolute_error: 59.1113 - val_loss: 11484.5342 - val_mean_absolute_error: 74.0930
Epoch 718/5000
148/148 [==============================] - 0s 27us/step - loss: 6823.6421 - mean_absolute_error: 59.1038 - val_loss: 11482.4489 - val_mean_absolute_error: 74.0831
Epoch 719/5000
148/148 [==============================] - 0s 27us/step - loss: 6821.8882 - mean_absolute_error: 59.0962 - val_loss: 11480.3548 - val_mean_absolute_error: 74.0732
Epoch 720/5000
148/148 [==============================] - 0s 27us/step - loss: 6820.1406 - mean_absolute_error: 59.0886 - val_loss: 11478.2506 - val_mean_absolute_error: 74.0633
Epoch 721/5000
148/148 [==============================] - 0s 20us/step - loss: 6818.3994 - mean_absolute_error: 59.0810 - val_loss: 11476.1476 - val_mean_absolute_error: 74.0534
Epoch 722/5000
148/148 [==============================] - 0s 27us/step - loss: 6816.6519 - mean_absolute_error: 59.0735 - val_loss: 11474.0591 - val_mean_absolute_error: 74.0436
Epoch 723/5000
148/148 [==============================] - 0s 27us/step - loss: 6814.9019 - mean_absolute_error: 59.0660 - val_loss: 11471.9741 - val_mean_absolute_error: 74.0337
Epoch 724/5000
148/148 [==============================] - 0s 27us/step - loss: 6813.1733 - mean_absolute_error: 59.0586 - val_loss: 11469.8889 - val_mean_absolute_error: 74.0239
Epoch 725/5000
148/148 [==============================] - 0s 27us/step - loss: 6811.4492 - mean_absolute_error: 59.0512 - val_loss: 11467.7850 - val_mean_absolute_error: 74.0140
Epoch 726/5000
148/148 [==============================] - 0s 27us/step - loss: 6809.7305 - mean_absolute_error: 59.0439 - val_loss: 11465.6672 - val_mean_absolute_error: 74.0040
Epoch 727/5000
148/148 [==============================] - 0s 34us/step - loss: 6808.0093 - mean_absolute_error: 59.0366 - val_loss: 11463.5604 - val_mean_absolute_error: 73.9941
Epoch 728/5000
148/148 [==============================] - 0s 27us/step - loss: 6806.2910 - mean_absolute_error: 59.0294 - val_loss: 11461.4616 - val_mean_absolute_error: 73.9842
Epoch 729/5000
148/148 [==============================] - 0s 27us/step - loss: 6804.5708 - mean_absolute_error: 59.0221 - val_loss: 11459.3699 - val_mean_absolute_error: 73.9744
Epoch 730/5000
148/148 [==============================] - 0s 27us/step - loss: 6802.8506 - mean_absolute_error: 59.0148 - val_loss: 11457.2694 - val_mean_absolute_error: 73.9646
Epoch 731/5000
148/148 [==============================] - 0s 20us/step - loss: 6801.1328 - mean_absolute_error: 59.0077 - val_loss: 11455.1656 - val_mean_absolute_error: 73.9547
Epoch 732/5000
148/148 [==============================] - 0s 20us/step - loss: 6799.4141 - mean_absolute_error: 59.0004 - val_loss: 11453.0651 - val_mean_absolute_error: 73.9450
Epoch 733/5000
148/148 [==============================] - 0s 34us/step - loss: 6797.6943 - mean_absolute_error: 58.9932 - val_loss: 11450.9599 - val_mean_absolute_error: 73.9354
Epoch 734/5000
148/148 [==============================] - 0s 27us/step - loss: 6795.9722 - mean_absolute_error: 58.9859 - val_loss: 11448.8596 - val_mean_absolute_error: 73.9258
Epoch 735/5000
148/148 [==============================] - 0s 20us/step - loss: 6794.2534 - mean_absolute_error: 58.9787 - val_loss: 11446.7595 - val_mean_absolute_error: 73.9163
Epoch 736/5000
148/148 [==============================] - 0s 27us/step - loss: 6792.5337 - mean_absolute_error: 58.9715 - val_loss: 11444.6514 - val_mean_absolute_error: 73.9067
Epoch 737/5000
148/148 [==============================] - 0s 27us/step - loss: 6790.8169 - mean_absolute_error: 58.9643 - val_loss: 11442.5533 - val_mean_absolute_error: 73.8971
Epoch 738/5000
148/148 [==============================] - 0s 20us/step - loss: 6789.0981 - mean_absolute_error: 58.9571 - val_loss: 11440.4501 - val_mean_absolute_error: 73.8875
Epoch 739/5000
148/148 [==============================] - 0s 27us/step - loss: 6787.3818 - mean_absolute_error: 58.9500 - val_loss: 11438.3406 - val_mean_absolute_error: 73.8779
Epoch 740/5000
148/148 [==============================] - 0s 27us/step - loss: 6785.6650 - mean_absolute_error: 58.9428 - val_loss: 11436.2392 - val_mean_absolute_error: 73.8683
Epoch 741/5000
148/148 [==============================] - 0s 27us/step - loss: 6783.9482 - mean_absolute_error: 58.9356 - val_loss: 11434.1382 - val_mean_absolute_error: 73.8587
Epoch 742/5000
148/148 [==============================] - 0s 34us/step - loss: 6782.2300 - mean_absolute_error: 58.9284 - val_loss: 11432.0411 - val_mean_absolute_error: 73.8492
Epoch 743/5000
148/148 [==============================] - 0s 27us/step - loss: 6780.5142 - mean_absolute_error: 58.9211 - val_loss: 11429.9505 - val_mean_absolute_error: 73.8397
Epoch 744/5000
148/148 [==============================] - 0s 27us/step - loss: 6778.7983 - mean_absolute_error: 58.9140 - val_loss: 11427.8585 - val_mean_absolute_error: 73.8301
Epoch 745/5000
148/148 [==============================] - 0s 20us/step - loss: 6777.0840 - mean_absolute_error: 58.9068 - val_loss: 11425.7618 - val_mean_absolute_error: 73.8206
Epoch 746/5000
148/148 [==============================] - 0s 27us/step - loss: 6775.3701 - mean_absolute_error: 58.8998 - val_loss: 11423.6509 - val_mean_absolute_error: 73.8110
Epoch 747/5000
148/148 [==============================] - 0s 20us/step - loss: 6773.6567 - mean_absolute_error: 58.8927 - val_loss: 11421.5524 - val_mean_absolute_error: 73.8014
Epoch 748/5000
148/148 [==============================] - 0s 27us/step - loss: 6771.9419 - mean_absolute_error: 58.8855 - val_loss: 11419.4616 - val_mean_absolute_error: 73.7919
Epoch 749/5000
148/148 [==============================] - 0s 27us/step - loss: 6770.2319 - mean_absolute_error: 58.8782 - val_loss: 11417.3769 - val_mean_absolute_error: 73.7824
Epoch 750/5000
148/148 [==============================] - 0s 34us/step - loss: 6768.5215 - mean_absolute_error: 58.8710 - val_loss: 11415.2879 - val_mean_absolute_error: 73.7728
Epoch 751/5000
148/148 [==============================] - 0s 27us/step - loss: 6766.8115 - mean_absolute_error: 58.8639 - val_loss: 11413.1975 - val_mean_absolute_error: 73.7632
Epoch 752/5000
148/148 [==============================] - 0s 27us/step - loss: 6765.0991 - mean_absolute_error: 58.8567 - val_loss: 11411.1041 - val_mean_absolute_error: 73.7537
Epoch 753/5000
148/148 [==============================] - 0s 27us/step - loss: 6763.3867 - mean_absolute_error: 58.8496 - val_loss: 11409.0063 - val_mean_absolute_error: 73.7440
Epoch 754/5000
148/148 [==============================] - 0s 34us/step - loss: 6761.6812 - mean_absolute_error: 58.8425 - val_loss: 11406.9079 - val_mean_absolute_error: 73.7344
Epoch 755/5000
148/148 [==============================] - 0s 34us/step - loss: 6759.9741 - mean_absolute_error: 58.8353 - val_loss: 11404.8157 - val_mean_absolute_error: 73.7249
Epoch 756/5000
148/148 [==============================] - 0s 34us/step - loss: 6758.2676 - mean_absolute_error: 58.8282 - val_loss: 11402.7389 - val_mean_absolute_error: 73.7154
Epoch 757/5000
148/148 [==============================] - 0s 34us/step - loss: 6756.5581 - mean_absolute_error: 58.8211 - val_loss: 11400.6737 - val_mean_absolute_error: 73.7060
Epoch 758/5000
148/148 [==============================] - 0s 27us/step - loss: 6754.8535 - mean_absolute_error: 58.8138 - val_loss: 11398.6054 - val_mean_absolute_error: 73.6965
Epoch 759/5000
148/148 [==============================] - 0s 27us/step - loss: 6753.1475 - mean_absolute_error: 58.8066 - val_loss: 11396.5391 - val_mean_absolute_error: 73.6871
Epoch 760/5000
148/148 [==============================] - 0s 27us/step - loss: 6751.4424 - mean_absolute_error: 58.7993 - val_loss: 11394.4553 - val_mean_absolute_error: 73.6775
Epoch 761/5000
148/148 [==============================] - 0s 27us/step - loss: 6749.7354 - mean_absolute_error: 58.7922 - val_loss: 11392.3697 - val_mean_absolute_error: 73.6680
Epoch 762/5000
148/148 [==============================] - 0s 27us/step - loss: 6748.0269 - mean_absolute_error: 58.7850 - val_loss: 11390.2992 - val_mean_absolute_error: 73.6585
Epoch 763/5000
148/148 [==============================] - 0s 34us/step - loss: 6746.3223 - mean_absolute_error: 58.7778 - val_loss: 11388.2381 - val_mean_absolute_error: 73.6490
Epoch 764/5000
148/148 [==============================] - 0s 27us/step - loss: 6744.6221 - mean_absolute_error: 58.7706 - val_loss: 11386.1848 - val_mean_absolute_error: 73.6395
Epoch 765/5000
148/148 [==============================] - 0s 20us/step - loss: 6742.9209 - mean_absolute_error: 58.7633 - val_loss: 11384.1204 - val_mean_absolute_error: 73.6301
Epoch 766/5000
148/148 [==============================] - 0s 27us/step - loss: 6741.2153 - mean_absolute_error: 58.7561 - val_loss: 11382.0486 - val_mean_absolute_error: 73.6206
Epoch 767/5000
148/148 [==============================] - 0s 27us/step - loss: 6739.5186 - mean_absolute_error: 58.7490 - val_loss: 11379.9708 - val_mean_absolute_error: 73.6112
Epoch 768/5000
148/148 [==============================] - 0s 34us/step - loss: 6737.8203 - mean_absolute_error: 58.7418 - val_loss: 11377.9039 - val_mean_absolute_error: 73.6017
Epoch 769/5000
148/148 [==============================] - 0s 27us/step - loss: 6736.1206 - mean_absolute_error: 58.7345 - val_loss: 11375.8503 - val_mean_absolute_error: 73.5922
Epoch 770/5000
148/148 [==============================] - 0s 27us/step - loss: 6734.4243 - mean_absolute_error: 58.7271 - val_loss: 11373.8054 - val_mean_absolute_error: 73.5827
Epoch 771/5000
148/148 [==============================] - 0s 20us/step - loss: 6732.7275 - mean_absolute_error: 58.7198 - val_loss: 11371.7650 - val_mean_absolute_error: 73.5733
Epoch 772/5000
148/148 [==============================] - 0s 27us/step - loss: 6731.0298 - mean_absolute_error: 58.7124 - val_loss: 11369.7285 - val_mean_absolute_error: 73.5638
Epoch 773/5000
148/148 [==============================] - 0s 27us/step - loss: 6729.3423 - mean_absolute_error: 58.7050 - val_loss: 11367.6961 - val_mean_absolute_error: 73.5544
Epoch 774/5000
148/148 [==============================] - 0s 34us/step - loss: 6727.6631 - mean_absolute_error: 58.6978 - val_loss: 11365.6518 - val_mean_absolute_error: 73.5450
Epoch 775/5000
148/148 [==============================] - 0s 20us/step - loss: 6725.9819 - mean_absolute_error: 58.6904 - val_loss: 11363.6008 - val_mean_absolute_error: 73.5355
Epoch 776/5000
148/148 [==============================] - 0s 34us/step - loss: 6724.2979 - mean_absolute_error: 58.6831 - val_loss: 11361.5505 - val_mean_absolute_error: 73.5260
Epoch 777/5000
148/148 [==============================] - 0s 20us/step - loss: 6722.6182 - mean_absolute_error: 58.6759 - val_loss: 11359.4981 - val_mean_absolute_error: 73.5165
Epoch 778/5000
148/148 [==============================] - 0s 20us/step - loss: 6720.9360 - mean_absolute_error: 58.6687 - val_loss: 11357.4487 - val_mean_absolute_error: 73.5070
Epoch 779/5000
148/148 [==============================] - 0s 27us/step - loss: 6719.2563 - mean_absolute_error: 58.6615 - val_loss: 11355.4090 - val_mean_absolute_error: 73.4975
Epoch 780/5000
148/148 [==============================] - 0s 34us/step - loss: 6717.5830 - mean_absolute_error: 58.6544 - val_loss: 11353.3780 - val_mean_absolute_error: 73.4881
Epoch 781/5000
148/148 [==============================] - 0s 27us/step - loss: 6715.9072 - mean_absolute_error: 58.6472 - val_loss: 11351.3465 - val_mean_absolute_error: 73.4787
Epoch 782/5000
148/148 [==============================] - 0s 20us/step - loss: 6714.2314 - mean_absolute_error: 58.6400 - val_loss: 11349.3155 - val_mean_absolute_error: 73.4693
Epoch 783/5000
148/148 [==============================] - 0s 27us/step - loss: 6712.5522 - mean_absolute_error: 58.6327 - val_loss: 11347.3008 - val_mean_absolute_error: 73.4599
Epoch 784/5000
148/148 [==============================] - 0s 27us/step - loss: 6710.8823 - mean_absolute_error: 58.6253 - val_loss: 11345.2906 - val_mean_absolute_error: 73.4505
Epoch 785/5000
148/148 [==============================] - 0s 27us/step - loss: 6709.2104 - mean_absolute_error: 58.6179 - val_loss: 11343.2703 - val_mean_absolute_error: 73.4410
Epoch 786/5000
148/148 [==============================] - 0s 34us/step - loss: 6707.5376 - mean_absolute_error: 58.6105 - val_loss: 11341.2431 - val_mean_absolute_error: 73.4315
Epoch 787/5000
148/148 [==============================] - 0s 27us/step - loss: 6705.8667 - mean_absolute_error: 58.6033 - val_loss: 11339.2222 - val_mean_absolute_error: 73.4221
Epoch 788/5000
148/148 [==============================] - 0s 20us/step - loss: 6704.1943 - mean_absolute_error: 58.5960 - val_loss: 11337.2022 - val_mean_absolute_error: 73.4127
Epoch 789/5000
148/148 [==============================] - 0s 20us/step - loss: 6702.5200 - mean_absolute_error: 58.5889 - val_loss: 11335.1853 - val_mean_absolute_error: 73.4034
Epoch 790/5000
148/148 [==============================] - 0s 27us/step - loss: 6700.8452 - mean_absolute_error: 58.5817 - val_loss: 11333.1745 - val_mean_absolute_error: 73.3940
Epoch 791/5000
148/148 [==============================] - 0s 27us/step - loss: 6699.1787 - mean_absolute_error: 58.5745 - val_loss: 11331.1640 - val_mean_absolute_error: 73.3847
Epoch 792/5000
148/148 [==============================] - 0s 20us/step - loss: 6697.5098 - mean_absolute_error: 58.5672 - val_loss: 11329.1502 - val_mean_absolute_error: 73.3754
Epoch 793/5000
148/148 [==============================] - 0s 27us/step - loss: 6695.8418 - mean_absolute_error: 58.5598 - val_loss: 11327.1367 - val_mean_absolute_error: 73.3660
Epoch 794/5000
148/148 [==============================] - 0s 20us/step - loss: 6694.1738 - mean_absolute_error: 58.5525 - val_loss: 11325.1342 - val_mean_absolute_error: 73.3567
Epoch 795/5000
148/148 [==============================] - 0s 20us/step - loss: 6692.5073 - mean_absolute_error: 58.5453 - val_loss: 11323.1366 - val_mean_absolute_error: 73.3473
Epoch 796/5000
148/148 [==============================] - 0s 27us/step - loss: 6690.8452 - mean_absolute_error: 58.5380 - val_loss: 11321.1356 - val_mean_absolute_error: 73.3380
Epoch 797/5000
148/148 [==============================] - 0s 27us/step - loss: 6689.1782 - mean_absolute_error: 58.5307 - val_loss: 11319.1373 - val_mean_absolute_error: 73.3287
Epoch 798/5000
148/148 [==============================] - 0s 34us/step - loss: 6687.5142 - mean_absolute_error: 58.5233 - val_loss: 11317.1359 - val_mean_absolute_error: 73.3194
Epoch 799/5000
148/148 [==============================] - 0s 27us/step - loss: 6685.8516 - mean_absolute_error: 58.5159 - val_loss: 11315.1430 - val_mean_absolute_error: 73.3101
Epoch 800/5000
148/148 [==============================] - 0s 27us/step - loss: 6684.1919 - mean_absolute_error: 58.5086 - val_loss: 11313.1499 - val_mean_absolute_error: 73.3008
Epoch 801/5000
148/148 [==============================] - 0s 27us/step - loss: 6682.5327 - mean_absolute_error: 58.5014 - val_loss: 11311.1507 - val_mean_absolute_error: 73.2914
Epoch 802/5000
148/148 [==============================] - 0s 20us/step - loss: 6680.8711 - mean_absolute_error: 58.4941 - val_loss: 11309.1470 - val_mean_absolute_error: 73.2821
Epoch 803/5000
148/148 [==============================] - 0s 27us/step - loss: 6679.2080 - mean_absolute_error: 58.4868 - val_loss: 11307.1379 - val_mean_absolute_error: 73.2728
Epoch 804/5000
148/148 [==============================] - 0s 27us/step - loss: 6677.5503 - mean_absolute_error: 58.4799 - val_loss: 11305.1382 - val_mean_absolute_error: 73.2635
Epoch 805/5000
148/148 [==============================] - 0s 27us/step - loss: 6675.8926 - mean_absolute_error: 58.4731 - val_loss: 11303.1520 - val_mean_absolute_error: 73.2543
Epoch 806/5000
148/148 [==============================] - 0s 27us/step - loss: 6674.2368 - mean_absolute_error: 58.4663 - val_loss: 11301.1819 - val_mean_absolute_error: 73.2451
Epoch 807/5000
148/148 [==============================] - 0s 27us/step - loss: 6672.5786 - mean_absolute_error: 58.4594 - val_loss: 11299.2194 - val_mean_absolute_error: 73.2358
Epoch 808/5000
148/148 [==============================] - 0s 20us/step - loss: 6670.9258 - mean_absolute_error: 58.4524 - val_loss: 11297.2541 - val_mean_absolute_error: 73.2266
Epoch 809/5000
148/148 [==============================] - 0s 27us/step - loss: 6669.2739 - mean_absolute_error: 58.4454 - val_loss: 11295.2904 - val_mean_absolute_error: 73.2174
Epoch 810/5000
148/148 [==============================] - 0s 27us/step - loss: 6667.6172 - mean_absolute_error: 58.4383 - val_loss: 11293.3216 - val_mean_absolute_error: 73.2082
Epoch 811/5000
148/148 [==============================] - 0s 27us/step - loss: 6665.9658 - mean_absolute_error: 58.4313 - val_loss: 11291.3470 - val_mean_absolute_error: 73.1991
Epoch 812/5000
148/148 [==============================] - 0s 34us/step - loss: 6664.3120 - mean_absolute_error: 58.4244 - val_loss: 11289.3705 - val_mean_absolute_error: 73.1899
Epoch 813/5000
148/148 [==============================] - 0s 27us/step - loss: 6662.6548 - mean_absolute_error: 58.4175 - val_loss: 11287.3860 - val_mean_absolute_error: 73.1807
Epoch 814/5000
148/148 [==============================] - 0s 27us/step - loss: 6661.0054 - mean_absolute_error: 58.4106 - val_loss: 11285.3972 - val_mean_absolute_error: 73.1714
Epoch 815/5000
148/148 [==============================] - 0s 27us/step - loss: 6659.3516 - mean_absolute_error: 58.4037 - val_loss: 11283.4131 - val_mean_absolute_error: 73.1622
Epoch 816/5000
148/148 [==============================] - 0s 27us/step - loss: 6657.7002 - mean_absolute_error: 58.3968 - val_loss: 11281.4418 - val_mean_absolute_error: 73.1530
Epoch 817/5000
148/148 [==============================] - 0s 34us/step - loss: 6656.0483 - mean_absolute_error: 58.3898 - val_loss: 11279.4716 - val_mean_absolute_error: 73.1438
Epoch 818/5000
148/148 [==============================] - 0s 27us/step - loss: 6654.4014 - mean_absolute_error: 58.3828 - val_loss: 11277.5048 - val_mean_absolute_error: 73.1346
Epoch 819/5000
148/148 [==============================] - 0s 27us/step - loss: 6652.7510 - mean_absolute_error: 58.3758 - val_loss: 11275.5492 - val_mean_absolute_error: 73.1254
Epoch 820/5000
148/148 [==============================] - 0s 27us/step - loss: 6651.1025 - mean_absolute_error: 58.3688 - val_loss: 11273.5930 - val_mean_absolute_error: 73.1163
Epoch 821/5000
148/148 [==============================] - 0s 27us/step - loss: 6649.4556 - mean_absolute_error: 58.3618 - val_loss: 11271.6261 - val_mean_absolute_error: 73.1071
Epoch 822/5000
148/148 [==============================] - 0s 27us/step - loss: 6647.8154 - mean_absolute_error: 58.3547 - val_loss: 11269.6693 - val_mean_absolute_error: 73.0980
Epoch 823/5000
148/148 [==============================] - 0s 20us/step - loss: 6646.1699 - mean_absolute_error: 58.3477 - val_loss: 11267.6923 - val_mean_absolute_error: 73.0888
Epoch 824/5000
148/148 [==============================] - 0s 34us/step - loss: 6644.5229 - mean_absolute_error: 58.3407 - val_loss: 11265.6976 - val_mean_absolute_error: 73.0796
Epoch 825/5000
148/148 [==============================] - 0s 27us/step - loss: 6642.8789 - mean_absolute_error: 58.3338 - val_loss: 11263.6856 - val_mean_absolute_error: 73.0703
Epoch 826/5000
148/148 [==============================] - 0s 27us/step - loss: 6641.2354 - mean_absolute_error: 58.3268 - val_loss: 11261.6629 - val_mean_absolute_error: 73.0610
Epoch 827/5000
148/148 [==============================] - 0s 34us/step - loss: 6639.5923 - mean_absolute_error: 58.3198 - val_loss: 11259.6425 - val_mean_absolute_error: 73.0517
Epoch 828/5000
148/148 [==============================] - 0s 27us/step - loss: 6637.9561 - mean_absolute_error: 58.3128 - val_loss: 11257.6374 - val_mean_absolute_error: 73.0425
Epoch 829/5000
148/148 [==============================] - 0s 20us/step - loss: 6636.3149 - mean_absolute_error: 58.3058 - val_loss: 11255.6449 - val_mean_absolute_error: 73.0333
Epoch 830/5000
148/148 [==============================] - 0s 27us/step - loss: 6634.6729 - mean_absolute_error: 58.2988 - val_loss: 11253.6642 - val_mean_absolute_error: 73.0241
Epoch 831/5000
148/148 [==============================] - 0s 27us/step - loss: 6633.0342 - mean_absolute_error: 58.2917 - val_loss: 11251.6749 - val_mean_absolute_error: 73.0150
Epoch 832/5000
148/148 [==============================] - 0s 34us/step - loss: 6631.3936 - mean_absolute_error: 58.2846 - val_loss: 11249.6763 - val_mean_absolute_error: 73.0058
Epoch 833/5000
148/148 [==============================] - 0s 27us/step - loss: 6629.7549 - mean_absolute_error: 58.2776 - val_loss: 11247.6875 - val_mean_absolute_error: 72.9965
Epoch 834/5000
148/148 [==============================] - 0s 20us/step - loss: 6628.1187 - mean_absolute_error: 58.2706 - val_loss: 11245.7055 - val_mean_absolute_error: 72.9873
Epoch 835/5000
148/148 [==============================] - 0s 27us/step - loss: 6626.4854 - mean_absolute_error: 58.2636 - val_loss: 11243.7201 - val_mean_absolute_error: 72.9781
Epoch 836/5000
148/148 [==============================] - 0s 20us/step - loss: 6624.8477 - mean_absolute_error: 58.2565 - val_loss: 11241.7366 - val_mean_absolute_error: 72.9689
Epoch 837/5000
148/148 [==============================] - 0s 27us/step - loss: 6623.2109 - mean_absolute_error: 58.2494 - val_loss: 11239.7467 - val_mean_absolute_error: 72.9598
Epoch 838/5000
148/148 [==============================] - 0s 27us/step - loss: 6621.5796 - mean_absolute_error: 58.2422 - val_loss: 11237.7484 - val_mean_absolute_error: 72.9506
Epoch 839/5000
148/148 [==============================] - 0s 27us/step - loss: 6619.9473 - mean_absolute_error: 58.2351 - val_loss: 11235.7505 - val_mean_absolute_error: 72.9413
Epoch 840/5000
148/148 [==============================] - 0s 27us/step - loss: 6618.3149 - mean_absolute_error: 58.2281 - val_loss: 11233.7670 - val_mean_absolute_error: 72.9321
Epoch 841/5000
148/148 [==============================] - 0s 20us/step - loss: 6616.6821 - mean_absolute_error: 58.2210 - val_loss: 11231.7783 - val_mean_absolute_error: 72.9228
Epoch 842/5000
148/148 [==============================] - 0s 27us/step - loss: 6615.0488 - mean_absolute_error: 58.2140 - val_loss: 11229.7887 - val_mean_absolute_error: 72.9137
Epoch 843/5000
148/148 [==============================] - 0s 27us/step - loss: 6613.4199 - mean_absolute_error: 58.2070 - val_loss: 11227.8130 - val_mean_absolute_error: 72.9045
Epoch 844/5000
148/148 [==============================] - 0s 27us/step - loss: 6611.7930 - mean_absolute_error: 58.1999 - val_loss: 11225.8441 - val_mean_absolute_error: 72.8954
Epoch 845/5000
148/148 [==============================] - 0s 20us/step - loss: 6610.1621 - mean_absolute_error: 58.1928 - val_loss: 11223.8788 - val_mean_absolute_error: 72.8864
Epoch 846/5000
148/148 [==============================] - 0s 27us/step - loss: 6608.5312 - mean_absolute_error: 58.1855 - val_loss: 11221.9237 - val_mean_absolute_error: 72.8772
Epoch 847/5000
148/148 [==============================] - 0s 27us/step - loss: 6606.9038 - mean_absolute_error: 58.1783 - val_loss: 11219.9664 - val_mean_absolute_error: 72.8681
Epoch 848/5000
148/148 [==============================] - 0s 27us/step - loss: 6605.2725 - mean_absolute_error: 58.1712 - val_loss: 11217.9920 - val_mean_absolute_error: 72.8589
Epoch 849/5000
148/148 [==============================] - 0s 27us/step - loss: 6603.6460 - mean_absolute_error: 58.1641 - val_loss: 11216.0096 - val_mean_absolute_error: 72.8498
Epoch 850/5000
148/148 [==============================] - 0s 27us/step - loss: 6602.0195 - mean_absolute_error: 58.1570 - val_loss: 11214.0258 - val_mean_absolute_error: 72.8406
Epoch 851/5000
148/148 [==============================] - 0s 27us/step - loss: 6600.3984 - mean_absolute_error: 58.1498 - val_loss: 11212.0542 - val_mean_absolute_error: 72.8315
Epoch 852/5000
148/148 [==============================] - 0s 34us/step - loss: 6598.7842 - mean_absolute_error: 58.1428 - val_loss: 11210.1005 - val_mean_absolute_error: 72.8224
Epoch 853/5000
148/148 [==============================] - 0s 27us/step - loss: 6597.1675 - mean_absolute_error: 58.1357 - val_loss: 11208.1617 - val_mean_absolute_error: 72.8133
Epoch 854/5000
148/148 [==============================] - 0s 20us/step - loss: 6595.5542 - mean_absolute_error: 58.1287 - val_loss: 11206.2343 - val_mean_absolute_error: 72.8042
Epoch 855/5000
148/148 [==============================] - 0s 27us/step - loss: 6593.9468 - mean_absolute_error: 58.1215 - val_loss: 11204.2960 - val_mean_absolute_error: 72.7951
Epoch 856/5000
148/148 [==============================] - 0s 20us/step - loss: 6592.3330 - mean_absolute_error: 58.1143 - val_loss: 11202.3574 - val_mean_absolute_error: 72.7860
Epoch 857/5000
148/148 [==============================] - 0s 20us/step - loss: 6590.7236 - mean_absolute_error: 58.1072 - val_loss: 11200.4252 - val_mean_absolute_error: 72.7769
Epoch 858/5000
148/148 [==============================] - 0s 27us/step - loss: 6589.1104 - mean_absolute_error: 58.1001 - val_loss: 11198.4958 - val_mean_absolute_error: 72.7679
Epoch 859/5000
148/148 [==============================] - 0s 20us/step - loss: 6587.5083 - mean_absolute_error: 58.0930 - val_loss: 11196.5796 - val_mean_absolute_error: 72.7589
Epoch 860/5000
148/148 [==============================] - 0s 20us/step - loss: 6585.9048 - mean_absolute_error: 58.0859 - val_loss: 11194.6821 - val_mean_absolute_error: 72.7498
Epoch 861/5000
148/148 [==============================] - 0s 20us/step - loss: 6584.2930 - mean_absolute_error: 58.0786 - val_loss: 11192.7833 - val_mean_absolute_error: 72.7407
Epoch 862/5000
148/148 [==============================] - 0s 34us/step - loss: 6582.6895 - mean_absolute_error: 58.0713 - val_loss: 11190.8698 - val_mean_absolute_error: 72.7316
Epoch 863/5000
148/148 [==============================] - 0s 20us/step - loss: 6581.0947 - mean_absolute_error: 58.0642 - val_loss: 11188.9486 - val_mean_absolute_error: 72.7225
Epoch 864/5000
148/148 [==============================] - 0s 27us/step - loss: 6579.4951 - mean_absolute_error: 58.0571 - val_loss: 11187.0301 - val_mean_absolute_error: 72.7134
Epoch 865/5000
148/148 [==============================] - 0s 20us/step - loss: 6577.8950 - mean_absolute_error: 58.0500 - val_loss: 11185.1217 - val_mean_absolute_error: 72.7043
Epoch 866/5000
148/148 [==============================] - 0s 27us/step - loss: 6576.2930 - mean_absolute_error: 58.0429 - val_loss: 11183.2077 - val_mean_absolute_error: 72.6952
Epoch 867/5000
148/148 [==============================] - 0s 20us/step - loss: 6574.6963 - mean_absolute_error: 58.0359 - val_loss: 11181.2753 - val_mean_absolute_error: 72.6862
Epoch 868/5000
148/148 [==============================] - 0s 34us/step - loss: 6573.0972 - mean_absolute_error: 58.0288 - val_loss: 11179.3616 - val_mean_absolute_error: 72.6772
Epoch 869/5000
148/148 [==============================] - 0s 34us/step - loss: 6571.5059 - mean_absolute_error: 58.0216 - val_loss: 11177.4624 - val_mean_absolute_error: 72.6682
Epoch 870/5000
148/148 [==============================] - 0s 27us/step - loss: 6569.9082 - mean_absolute_error: 58.0143 - val_loss: 11175.5603 - val_mean_absolute_error: 72.6592
Epoch 871/5000
148/148 [==============================] - 0s 20us/step - loss: 6568.3149 - mean_absolute_error: 58.0071 - val_loss: 11173.6653 - val_mean_absolute_error: 72.6501
Epoch 872/5000
148/148 [==============================] - 0s 20us/step - loss: 6566.7192 - mean_absolute_error: 58.0000 - val_loss: 11171.7534 - val_mean_absolute_error: 72.6409
Epoch 873/5000
148/148 [==============================] - 0s 27us/step - loss: 6565.1274 - mean_absolute_error: 57.9929 - val_loss: 11169.8342 - val_mean_absolute_error: 72.6318
Epoch 874/5000
148/148 [==============================] - 0s 27us/step - loss: 6563.5342 - mean_absolute_error: 57.9858 - val_loss: 11167.9211 - val_mean_absolute_error: 72.6227
Epoch 875/5000
148/148 [==============================] - 0s 27us/step - loss: 6561.9453 - mean_absolute_error: 57.9786 - val_loss: 11166.0286 - val_mean_absolute_error: 72.6137
Epoch 876/5000
148/148 [==============================] - 0s 34us/step - loss: 6560.3545 - mean_absolute_error: 57.9714 - val_loss: 11164.1394 - val_mean_absolute_error: 72.6047
Epoch 877/5000
148/148 [==============================] - 0s 20us/step - loss: 6558.7607 - mean_absolute_error: 57.9642 - val_loss: 11162.2397 - val_mean_absolute_error: 72.5956
Epoch 878/5000
148/148 [==============================] - 0s 27us/step - loss: 6557.1763 - mean_absolute_error: 57.9571 - val_loss: 11160.3279 - val_mean_absolute_error: 72.5866
Epoch 879/5000
148/148 [==============================] - 0s 27us/step - loss: 6555.5898 - mean_absolute_error: 57.9500 - val_loss: 11158.4259 - val_mean_absolute_error: 72.5776
Epoch 880/5000
148/148 [==============================] - 0s 27us/step - loss: 6554.0020 - mean_absolute_error: 57.9427 - val_loss: 11156.5369 - val_mean_absolute_error: 72.5685
Epoch 881/5000
148/148 [==============================] - 0s 27us/step - loss: 6552.4141 - mean_absolute_error: 57.9355 - val_loss: 11154.6474 - val_mean_absolute_error: 72.5594
Epoch 882/5000
148/148 [==============================] - 0s 34us/step - loss: 6550.8262 - mean_absolute_error: 57.9283 - val_loss: 11152.7698 - val_mean_absolute_error: 72.5504
Epoch 883/5000
148/148 [==============================] - 0s 20us/step - loss: 6549.2388 - mean_absolute_error: 57.9210 - val_loss: 11150.8987 - val_mean_absolute_error: 72.5414
Epoch 884/5000
148/148 [==============================] - 0s 34us/step - loss: 6547.6558 - mean_absolute_error: 57.9138 - val_loss: 11149.0185 - val_mean_absolute_error: 72.5325
Epoch 885/5000
148/148 [==============================] - 0s 27us/step - loss: 6546.0703 - mean_absolute_error: 57.9066 - val_loss: 11147.1298 - val_mean_absolute_error: 72.5235
Epoch 886/5000
148/148 [==============================] - 0s 27us/step - loss: 6544.4829 - mean_absolute_error: 57.8994 - val_loss: 11145.2247 - val_mean_absolute_error: 72.5146
Epoch 887/5000
148/148 [==============================] - 0s 27us/step - loss: 6542.8940 - mean_absolute_error: 57.8922 - val_loss: 11143.3344 - val_mean_absolute_error: 72.5057
Epoch 888/5000
148/148 [==============================] - 0s 27us/step - loss: 6541.3130 - mean_absolute_error: 57.8850 - val_loss: 11141.4559 - val_mean_absolute_error: 72.4967
Epoch 889/5000
148/148 [==============================] - 0s 34us/step - loss: 6539.7295 - mean_absolute_error: 57.8777 - val_loss: 11139.5933 - val_mean_absolute_error: 72.4878
Epoch 890/5000
148/148 [==============================] - 0s 27us/step - loss: 6538.1475 - mean_absolute_error: 57.8704 - val_loss: 11137.7223 - val_mean_absolute_error: 72.4788
Epoch 891/5000
148/148 [==============================] - 0s 27us/step - loss: 6536.5664 - mean_absolute_error: 57.8631 - val_loss: 11135.8607 - val_mean_absolute_error: 72.4699
Epoch 892/5000
148/148 [==============================] - 0s 34us/step - loss: 6534.9976 - mean_absolute_error: 57.8559 - val_loss: 11133.9990 - val_mean_absolute_error: 72.4610
Epoch 893/5000
148/148 [==============================] - 0s 20us/step - loss: 6533.4263 - mean_absolute_error: 57.8487 - val_loss: 11132.1346 - val_mean_absolute_error: 72.4521
Epoch 894/5000
148/148 [==============================] - 0s 27us/step - loss: 6531.8589 - mean_absolute_error: 57.8414 - val_loss: 11130.2676 - val_mean_absolute_error: 72.4431
Epoch 895/5000
148/148 [==============================] - 0s 27us/step - loss: 6530.2920 - mean_absolute_error: 57.8342 - val_loss: 11128.4169 - val_mean_absolute_error: 72.4341
Epoch 896/5000
148/148 [==============================] - 0s 20us/step - loss: 6528.7202 - mean_absolute_error: 57.8270 - val_loss: 11126.5781 - val_mean_absolute_error: 72.4251
Epoch 897/5000
148/148 [==============================] - 0s 27us/step - loss: 6527.1587 - mean_absolute_error: 57.8199 - val_loss: 11124.7374 - val_mean_absolute_error: 72.4161
Epoch 898/5000
148/148 [==============================] - 0s 34us/step - loss: 6525.5903 - mean_absolute_error: 57.8126 - val_loss: 11122.8930 - val_mean_absolute_error: 72.4072
Epoch 899/5000
148/148 [==============================] - 0s 27us/step - loss: 6524.0225 - mean_absolute_error: 57.8053 - val_loss: 11121.0419 - val_mean_absolute_error: 72.3983
Epoch 900/5000
148/148 [==============================] - 0s 27us/step - loss: 6522.4614 - mean_absolute_error: 57.7980 - val_loss: 11119.1907 - val_mean_absolute_error: 72.3893
Epoch 901/5000
148/148 [==============================] - 0s 27us/step - loss: 6520.8979 - mean_absolute_error: 57.7907 - val_loss: 11117.3519 - val_mean_absolute_error: 72.3803
Epoch 902/5000
148/148 [==============================] - 0s 34us/step - loss: 6519.3359 - mean_absolute_error: 57.7835 - val_loss: 11115.5177 - val_mean_absolute_error: 72.3714
Epoch 903/5000
148/148 [==============================] - 0s 27us/step - loss: 6517.7754 - mean_absolute_error: 57.7762 - val_loss: 11113.6796 - val_mean_absolute_error: 72.3624
Epoch 904/5000
148/148 [==============================] - 0s 27us/step - loss: 6516.2114 - mean_absolute_error: 57.7689 - val_loss: 11111.8378 - val_mean_absolute_error: 72.3535
Epoch 905/5000
148/148 [==============================] - 0s 27us/step - loss: 6514.6577 - mean_absolute_error: 57.7616 - val_loss: 11110.0053 - val_mean_absolute_error: 72.3446
Epoch 906/5000
148/148 [==============================] - 0s 34us/step - loss: 6513.1030 - mean_absolute_error: 57.7543 - val_loss: 11108.1751 - val_mean_absolute_error: 72.3357
Epoch 907/5000
148/148 [==============================] - 0s 27us/step - loss: 6511.5493 - mean_absolute_error: 57.7472 - val_loss: 11106.3578 - val_mean_absolute_error: 72.3268
Epoch 908/5000
148/148 [==============================] - 0s 27us/step - loss: 6509.9932 - mean_absolute_error: 57.7400 - val_loss: 11104.5613 - val_mean_absolute_error: 72.3179
Epoch 909/5000
148/148 [==============================] - 0s 27us/step - loss: 6508.4321 - mean_absolute_error: 57.7327 - val_loss: 11102.7451 - val_mean_absolute_error: 72.3089
Epoch 910/5000
148/148 [==============================] - 0s 27us/step - loss: 6506.8853 - mean_absolute_error: 57.7255 - val_loss: 11100.9159 - val_mean_absolute_error: 72.2999
Epoch 911/5000
148/148 [==============================] - 0s 20us/step - loss: 6505.3354 - mean_absolute_error: 57.7183 - val_loss: 11099.0889 - val_mean_absolute_error: 72.2910
Epoch 912/5000
148/148 [==============================] - 0s 27us/step - loss: 6503.7837 - mean_absolute_error: 57.7111 - val_loss: 11097.2654 - val_mean_absolute_error: 72.2821
Epoch 913/5000
148/148 [==============================] - 0s 34us/step - loss: 6502.2300 - mean_absolute_error: 57.7037 - val_loss: 11095.4617 - val_mean_absolute_error: 72.2733
Epoch 914/5000
148/148 [==============================] - 0s 27us/step - loss: 6500.6836 - mean_absolute_error: 57.6963 - val_loss: 11093.6620 - val_mean_absolute_error: 72.2644
Epoch 915/5000
148/148 [==============================] - 0s 27us/step - loss: 6499.1372 - mean_absolute_error: 57.6890 - val_loss: 11091.8497 - val_mean_absolute_error: 72.2555
Epoch 916/5000
148/148 [==============================] - 0s 27us/step - loss: 6497.5879 - mean_absolute_error: 57.6818 - val_loss: 11090.0239 - val_mean_absolute_error: 72.2466
Epoch 917/5000
148/148 [==============================] - 0s 27us/step - loss: 6496.0430 - mean_absolute_error: 57.6746 - val_loss: 11088.1984 - val_mean_absolute_error: 72.2377
Epoch 918/5000
148/148 [==============================] - 0s 27us/step - loss: 6494.4941 - mean_absolute_error: 57.6675 - val_loss: 11086.3752 - val_mean_absolute_error: 72.2287
Epoch 919/5000
148/148 [==============================] - 0s 34us/step - loss: 6492.9429 - mean_absolute_error: 57.6603 - val_loss: 11084.5716 - val_mean_absolute_error: 72.2197
Epoch 920/5000
148/148 [==============================] - 0s 27us/step - loss: 6491.3999 - mean_absolute_error: 57.6533 - val_loss: 11082.7630 - val_mean_absolute_error: 72.2108
Epoch 921/5000
148/148 [==============================] - 0s 27us/step - loss: 6489.8574 - mean_absolute_error: 57.6463 - val_loss: 11080.9622 - val_mean_absolute_error: 72.2019
Epoch 922/5000
148/148 [==============================] - 0s 27us/step - loss: 6488.3135 - mean_absolute_error: 57.6393 - val_loss: 11079.1661 - val_mean_absolute_error: 72.1931
Epoch 923/5000
148/148 [==============================] - 0s 27us/step - loss: 6486.7725 - mean_absolute_error: 57.6323 - val_loss: 11077.3636 - val_mean_absolute_error: 72.1842
Epoch 924/5000
148/148 [==============================] - 0s 27us/step - loss: 6485.2285 - mean_absolute_error: 57.6254 - val_loss: 11075.5737 - val_mean_absolute_error: 72.1754
Epoch 925/5000
148/148 [==============================] - 0s 34us/step - loss: 6483.6948 - mean_absolute_error: 57.6185 - val_loss: 11073.7740 - val_mean_absolute_error: 72.1666
Epoch 926/5000
148/148 [==============================] - 0s 20us/step - loss: 6482.1606 - mean_absolute_error: 57.6116 - val_loss: 11071.9842 - val_mean_absolute_error: 72.1577
Epoch 927/5000
148/148 [==============================] - 0s 27us/step - loss: 6480.6299 - mean_absolute_error: 57.6047 - val_loss: 11070.1945 - val_mean_absolute_error: 72.1489
Epoch 928/5000
148/148 [==============================] - 0s 27us/step - loss: 6479.0986 - mean_absolute_error: 57.5978 - val_loss: 11068.4028 - val_mean_absolute_error: 72.1400
Epoch 929/5000
148/148 [==============================] - 0s 27us/step - loss: 6477.5732 - mean_absolute_error: 57.5909 - val_loss: 11066.5942 - val_mean_absolute_error: 72.1311
Epoch 930/5000
148/148 [==============================] - 0s 27us/step - loss: 6476.0449 - mean_absolute_error: 57.5840 - val_loss: 11064.8012 - val_mean_absolute_error: 72.1224
Epoch 931/5000
148/148 [==============================] - 0s 34us/step - loss: 6474.5171 - mean_absolute_error: 57.5771 - val_loss: 11063.0248 - val_mean_absolute_error: 72.1137
Epoch 932/5000
148/148 [==============================] - 0s 20us/step - loss: 6472.9897 - mean_absolute_error: 57.5701 - val_loss: 11061.2446 - val_mean_absolute_error: 72.1049
Epoch 933/5000
148/148 [==============================] - 0s 34us/step - loss: 6471.4658 - mean_absolute_error: 57.5631 - val_loss: 11059.4570 - val_mean_absolute_error: 72.0960
Epoch 934/5000
148/148 [==============================] - 0s 27us/step - loss: 6469.9419 - mean_absolute_error: 57.5562 - val_loss: 11057.6714 - val_mean_absolute_error: 72.0872
Epoch 935/5000
148/148 [==============================] - 0s 27us/step - loss: 6468.4229 - mean_absolute_error: 57.5494 - val_loss: 11055.9019 - val_mean_absolute_error: 72.0785
Epoch 936/5000
148/148 [==============================] - 0s 27us/step - loss: 6466.8994 - mean_absolute_error: 57.5425 - val_loss: 11054.1505 - val_mean_absolute_error: 72.0698
Epoch 937/5000
148/148 [==============================] - 0s 20us/step - loss: 6465.3740 - mean_absolute_error: 57.5355 - val_loss: 11052.3969 - val_mean_absolute_error: 72.0612
Epoch 938/5000
148/148 [==============================] - 0s 27us/step - loss: 6463.8545 - mean_absolute_error: 57.5284 - val_loss: 11050.6452 - val_mean_absolute_error: 72.0525
Epoch 939/5000
148/148 [==============================] - 0s 27us/step - loss: 6462.3335 - mean_absolute_error: 57.5214 - val_loss: 11048.8981 - val_mean_absolute_error: 72.0437
Epoch 940/5000
148/148 [==============================] - 0s 20us/step - loss: 6460.8193 - mean_absolute_error: 57.5144 - val_loss: 11047.1461 - val_mean_absolute_error: 72.0350
Epoch 941/5000
148/148 [==============================] - 0s 27us/step - loss: 6459.2876 - mean_absolute_error: 57.5074 - val_loss: 11045.3826 - val_mean_absolute_error: 72.0263
Epoch 942/5000
148/148 [==============================] - 0s 27us/step - loss: 6457.7520 - mean_absolute_error: 57.5003 - val_loss: 11043.5965 - val_mean_absolute_error: 72.0175
Epoch 943/5000
148/148 [==============================] - 0s 27us/step - loss: 6456.2227 - mean_absolute_error: 57.4933 - val_loss: 11041.8014 - val_mean_absolute_error: 72.0088
Epoch 944/5000
148/148 [==============================] - 0s 34us/step - loss: 6454.6938 - mean_absolute_error: 57.4863 - val_loss: 11040.0144 - val_mean_absolute_error: 72.0001
Epoch 945/5000
148/148 [==============================] - 0s 27us/step - loss: 6453.1660 - mean_absolute_error: 57.4792 - val_loss: 11038.2389 - val_mean_absolute_error: 71.9914
Epoch 946/5000
148/148 [==============================] - 0s 27us/step - loss: 6451.6323 - mean_absolute_error: 57.4721 - val_loss: 11036.4690 - val_mean_absolute_error: 71.9826
Epoch 947/5000
148/148 [==============================] - 0s 27us/step - loss: 6450.1084 - mean_absolute_error: 57.4649 - val_loss: 11034.6909 - val_mean_absolute_error: 71.9738
Epoch 948/5000
148/148 [==============================] - 0s 27us/step - loss: 6448.5820 - mean_absolute_error: 57.4578 - val_loss: 11032.8997 - val_mean_absolute_error: 71.9650
Epoch 949/5000
148/148 [==============================] - 0s 27us/step - loss: 6447.0518 - mean_absolute_error: 57.4508 - val_loss: 11031.1099 - val_mean_absolute_error: 71.9563
Epoch 950/5000
148/148 [==============================] - 0s 27us/step - loss: 6445.5171 - mean_absolute_error: 57.4438 - val_loss: 11029.3226 - val_mean_absolute_error: 71.9475
Epoch 951/5000
148/148 [==============================] - 0s 27us/step - loss: 6443.9902 - mean_absolute_error: 57.4368 - val_loss: 11027.5326 - val_mean_absolute_error: 71.9388
Epoch 952/5000
148/148 [==============================] - 0s 27us/step - loss: 6442.4668 - mean_absolute_error: 57.4298 - val_loss: 11025.7610 - val_mean_absolute_error: 71.9301
Epoch 953/5000
148/148 [==============================] - 0s 34us/step - loss: 6440.9360 - mean_absolute_error: 57.4227 - val_loss: 11024.0038 - val_mean_absolute_error: 71.9213
Epoch 954/5000
148/148 [==============================] - 0s 27us/step - loss: 6439.4146 - mean_absolute_error: 57.4156 - val_loss: 11022.2480 - val_mean_absolute_error: 71.9126
Epoch 955/5000
148/148 [==============================] - 0s 27us/step - loss: 6437.8921 - mean_absolute_error: 57.4085 - val_loss: 11020.4922 - val_mean_absolute_error: 71.9039
Epoch 956/5000
148/148 [==============================] - 0s 20us/step - loss: 6436.3643 - mean_absolute_error: 57.4015 - val_loss: 11018.7288 - val_mean_absolute_error: 71.8952
Epoch 957/5000
148/148 [==============================] - 0s 27us/step - loss: 6434.8389 - mean_absolute_error: 57.3945 - val_loss: 11016.9639 - val_mean_absolute_error: 71.8866
Epoch 958/5000
148/148 [==============================] - 0s 27us/step - loss: 6433.3228 - mean_absolute_error: 57.3876 - val_loss: 11015.1978 - val_mean_absolute_error: 71.8780
Epoch 959/5000
148/148 [==============================] - 0s 27us/step - loss: 6431.8027 - mean_absolute_error: 57.3806 - val_loss: 11013.4176 - val_mean_absolute_error: 71.8694
Epoch 960/5000
148/148 [==============================] - 0s 20us/step - loss: 6430.2812 - mean_absolute_error: 57.3736 - val_loss: 11011.6519 - val_mean_absolute_error: 71.8608
Epoch 961/5000
148/148 [==============================] - 0s 27us/step - loss: 6428.7612 - mean_absolute_error: 57.3664 - val_loss: 11009.8910 - val_mean_absolute_error: 71.8522
Epoch 962/5000
148/148 [==============================] - 0s 34us/step - loss: 6427.2451 - mean_absolute_error: 57.3594 - val_loss: 11008.1460 - val_mean_absolute_error: 71.8436
Epoch 963/5000
148/148 [==============================] - 0s 27us/step - loss: 6425.7280 - mean_absolute_error: 57.3523 - val_loss: 11006.4080 - val_mean_absolute_error: 71.8350
Epoch 964/5000
148/148 [==============================] - 0s 27us/step - loss: 6424.2095 - mean_absolute_error: 57.3453 - val_loss: 11004.6667 - val_mean_absolute_error: 71.8263
Epoch 965/5000
148/148 [==============================] - 0s 27us/step - loss: 6422.6904 - mean_absolute_error: 57.3383 - val_loss: 11002.9208 - val_mean_absolute_error: 71.8177
Epoch 966/5000
148/148 [==============================] - 0s 27us/step - loss: 6421.1816 - mean_absolute_error: 57.3313 - val_loss: 11001.1729 - val_mean_absolute_error: 71.8091
Epoch 967/5000
148/148 [==============================] - 0s 34us/step - loss: 6419.6631 - mean_absolute_error: 57.3242 - val_loss: 10999.4261 - val_mean_absolute_error: 71.8005
Epoch 968/5000
148/148 [==============================] - 0s 20us/step - loss: 6418.1440 - mean_absolute_error: 57.3171 - val_loss: 10997.6756 - val_mean_absolute_error: 71.7919
Epoch 969/5000
148/148 [==============================] - 0s 34us/step - loss: 6416.6328 - mean_absolute_error: 57.3099 - val_loss: 10995.9283 - val_mean_absolute_error: 71.7833
Epoch 970/5000
148/148 [==============================] - 0s 27us/step - loss: 6415.1191 - mean_absolute_error: 57.3027 - val_loss: 10994.1585 - val_mean_absolute_error: 71.7746
Epoch 971/5000
148/148 [==============================] - 0s 27us/step - loss: 6413.6025 - mean_absolute_error: 57.2957 - val_loss: 10992.3737 - val_mean_absolute_error: 71.7659
Epoch 972/5000
148/148 [==============================] - 0s 27us/step - loss: 6412.0923 - mean_absolute_error: 57.2887 - val_loss: 10990.5918 - val_mean_absolute_error: 71.7572
Epoch 973/5000
148/148 [==============================] - 0s 20us/step - loss: 6410.5806 - mean_absolute_error: 57.2817 - val_loss: 10988.8223 - val_mean_absolute_error: 71.7486
Epoch 974/5000
148/148 [==============================] - 0s 34us/step - loss: 6409.0684 - mean_absolute_error: 57.2746 - val_loss: 10987.0528 - val_mean_absolute_error: 71.7400
Epoch 975/5000
148/148 [==============================] - 0s 34us/step - loss: 6407.5596 - mean_absolute_error: 57.2675 - val_loss: 10985.2999 - val_mean_absolute_error: 71.7315
Epoch 976/5000
148/148 [==============================] - 0s 27us/step - loss: 6406.0532 - mean_absolute_error: 57.2603 - val_loss: 10983.5692 - val_mean_absolute_error: 71.7230
Epoch 977/5000
148/148 [==============================] - 0s 27us/step - loss: 6404.5386 - mean_absolute_error: 57.2532 - val_loss: 10981.8402 - val_mean_absolute_error: 71.7145
Epoch 978/5000
148/148 [==============================] - 0s 27us/step - loss: 6403.0386 - mean_absolute_error: 57.2462 - val_loss: 10980.0865 - val_mean_absolute_error: 71.7059
Epoch 979/5000
148/148 [==============================] - 0s 27us/step - loss: 6401.5342 - mean_absolute_error: 57.2391 - val_loss: 10978.3412 - val_mean_absolute_error: 71.6975
Epoch 980/5000
148/148 [==============================] - 0s 27us/step - loss: 6400.0249 - mean_absolute_error: 57.2320 - val_loss: 10976.5911 - val_mean_absolute_error: 71.6890
Epoch 981/5000
148/148 [==============================] - 0s 27us/step - loss: 6398.5171 - mean_absolute_error: 57.2248 - val_loss: 10974.8396 - val_mean_absolute_error: 71.6805
Epoch 982/5000
148/148 [==============================] - 0s 34us/step - loss: 6397.0142 - mean_absolute_error: 57.2177 - val_loss: 10973.0774 - val_mean_absolute_error: 71.6720
Epoch 983/5000
148/148 [==============================] - 0s 27us/step - loss: 6395.5103 - mean_absolute_error: 57.2106 - val_loss: 10971.3236 - val_mean_absolute_error: 71.6635
Epoch 984/5000
148/148 [==============================] - 0s 27us/step - loss: 6394.0029 - mean_absolute_error: 57.2037 - val_loss: 10969.5770 - val_mean_absolute_error: 71.6551
Epoch 985/5000
148/148 [==============================] - 0s 27us/step - loss: 6392.4956 - mean_absolute_error: 57.1967 - val_loss: 10967.8425 - val_mean_absolute_error: 71.6466
Epoch 986/5000
148/148 [==============================] - 0s 27us/step - loss: 6390.9990 - mean_absolute_error: 57.1898 - val_loss: 10966.0896 - val_mean_absolute_error: 71.6381
Epoch 987/5000
148/148 [==============================] - 0s 27us/step - loss: 6389.4966 - mean_absolute_error: 57.1827 - val_loss: 10964.3358 - val_mean_absolute_error: 71.6295
Epoch 988/5000
148/148 [==============================] - 0s 20us/step - loss: 6387.9917 - mean_absolute_error: 57.1756 - val_loss: 10962.5782 - val_mean_absolute_error: 71.6210
Epoch 989/5000
148/148 [==============================] - 0s 34us/step - loss: 6386.4961 - mean_absolute_error: 57.1684 - val_loss: 10960.8289 - val_mean_absolute_error: 71.6125
Epoch 990/5000
148/148 [==============================] - 0s 20us/step - loss: 6384.9985 - mean_absolute_error: 57.1613 - val_loss: 10959.0958 - val_mean_absolute_error: 71.6041
Epoch 991/5000
148/148 [==============================] - 0s 27us/step - loss: 6383.5015 - mean_absolute_error: 57.1542 - val_loss: 10957.3504 - val_mean_absolute_error: 71.5956
Epoch 992/5000
148/148 [==============================] - 0s 20us/step - loss: 6382.0015 - mean_absolute_error: 57.1473 - val_loss: 10955.5939 - val_mean_absolute_error: 71.5871
Epoch 993/5000
148/148 [==============================] - 0s 27us/step - loss: 6380.5020 - mean_absolute_error: 57.1404 - val_loss: 10953.8592 - val_mean_absolute_error: 71.5787
Epoch 994/5000
148/148 [==============================] - 0s 34us/step - loss: 6379.0103 - mean_absolute_error: 57.1335 - val_loss: 10952.1422 - val_mean_absolute_error: 71.5704
Epoch 995/5000
148/148 [==============================] - 0s 27us/step - loss: 6377.5142 - mean_absolute_error: 57.1265 - val_loss: 10950.4373 - val_mean_absolute_error: 71.5621
Epoch 996/5000
148/148 [==============================] - 0s 34us/step - loss: 6376.0210 - mean_absolute_error: 57.1195 - val_loss: 10948.7285 - val_mean_absolute_error: 71.5538
Epoch 997/5000
148/148 [==============================] - 0s 20us/step - loss: 6374.5244 - mean_absolute_error: 57.1124 - val_loss: 10947.0213 - val_mean_absolute_error: 71.5454
Epoch 998/5000
148/148 [==============================] - 0s 27us/step - loss: 6373.0352 - mean_absolute_error: 57.1051 - val_loss: 10945.3077 - val_mean_absolute_error: 71.5371
Epoch 999/5000
148/148 [==============================] - 0s 27us/step - loss: 6371.5483 - mean_absolute_error: 57.0980 - val_loss: 10943.5865 - val_mean_absolute_error: 71.5287
Epoch 1000/5000
148/148 [==============================] - 0s 20us/step - loss: 6370.0610 - mean_absolute_error: 57.0909 - val_loss: 10941.8596 - val_mean_absolute_error: 71.5203
Epoch 1001/5000
148/148 [==============================] - 0s 27us/step - loss: 6368.5718 - mean_absolute_error: 57.0839 - val_loss: 10940.1305 - val_mean_absolute_error: 71.5120
Epoch 1002/5000
148/148 [==============================] - 0s 20us/step - loss: 6367.0801 - mean_absolute_error: 57.0770 - val_loss: 10938.3946 - val_mean_absolute_error: 71.5036
Epoch 1003/5000
148/148 [==============================] - 0s 27us/step - loss: 6365.5884 - mean_absolute_error: 57.0701 - val_loss: 10936.6619 - val_mean_absolute_error: 71.4952
Epoch 1004/5000
148/148 [==============================] - 0s 34us/step - loss: 6364.1084 - mean_absolute_error: 57.0632 - val_loss: 10934.9425 - val_mean_absolute_error: 71.4868
Epoch 1005/5000
148/148 [==============================] - 0s 20us/step - loss: 6362.6221 - mean_absolute_error: 57.0563 - val_loss: 10933.2184 - val_mean_absolute_error: 71.4784
Epoch 1006/5000
148/148 [==============================] - 0s 34us/step - loss: 6361.1323 - mean_absolute_error: 57.0492 - val_loss: 10931.4851 - val_mean_absolute_error: 71.4700
Epoch 1007/5000
148/148 [==============================] - 0s 27us/step - loss: 6359.6450 - mean_absolute_error: 57.0421 - val_loss: 10929.7552 - val_mean_absolute_error: 71.4616
Epoch 1008/5000
148/148 [==============================] - 0s 20us/step - loss: 6358.1646 - mean_absolute_error: 57.0351 - val_loss: 10928.0344 - val_mean_absolute_error: 71.4532
Epoch 1009/5000
148/148 [==============================] - 0s 27us/step - loss: 6356.6821 - mean_absolute_error: 57.0281 - val_loss: 10926.3276 - val_mean_absolute_error: 71.4449
Epoch 1010/5000
148/148 [==============================] - 0s 27us/step - loss: 6355.1963 - mean_absolute_error: 57.0210 - val_loss: 10924.6226 - val_mean_absolute_error: 71.4366
Epoch 1011/5000
148/148 [==============================] - 0s 27us/step - loss: 6353.7148 - mean_absolute_error: 57.0140 - val_loss: 10922.9105 - val_mean_absolute_error: 71.4282
Epoch 1012/5000
148/148 [==============================] - 0s 27us/step - loss: 6352.2397 - mean_absolute_error: 57.0070 - val_loss: 10921.1893 - val_mean_absolute_error: 71.4199
Epoch 1013/5000
148/148 [==============================] - 0s 27us/step - loss: 6350.7563 - mean_absolute_error: 57.0000 - val_loss: 10919.4730 - val_mean_absolute_error: 71.4116
Epoch 1014/5000
148/148 [==============================] - 0s 27us/step - loss: 6349.2759 - mean_absolute_error: 56.9929 - val_loss: 10917.7692 - val_mean_absolute_error: 71.4034
Epoch 1015/5000
148/148 [==============================] - 0s 27us/step - loss: 6347.8018 - mean_absolute_error: 56.9858 - val_loss: 10916.0791 - val_mean_absolute_error: 71.3951
Epoch 1016/5000
148/148 [==============================] - 0s 27us/step - loss: 6346.3228 - mean_absolute_error: 56.9788 - val_loss: 10914.3876 - val_mean_absolute_error: 71.3868
Epoch 1017/5000
148/148 [==============================] - 0s 41us/step - loss: 6344.8369 - mean_absolute_error: 56.9718 - val_loss: 10912.6966 - val_mean_absolute_error: 71.3786
Epoch 1018/5000
148/148 [==============================] - 0s 27us/step - loss: 6343.3594 - mean_absolute_error: 56.9648 - val_loss: 10910.9908 - val_mean_absolute_error: 71.3704
Epoch 1019/5000
148/148 [==============================] - 0s 34us/step - loss: 6341.8750 - mean_absolute_error: 56.9577 - val_loss: 10909.2628 - val_mean_absolute_error: 71.3621
Epoch 1020/5000
148/148 [==============================] - 0s 34us/step - loss: 6340.3945 - mean_absolute_error: 56.9506 - val_loss: 10907.5339 - val_mean_absolute_error: 71.3539
Epoch 1021/5000
148/148 [==============================] - 0s 34us/step - loss: 6338.9185 - mean_absolute_error: 56.9436 - val_loss: 10905.8261 - val_mean_absolute_error: 71.3455
Epoch 1022/5000
148/148 [==============================] - 0s 20us/step - loss: 6337.4331 - mean_absolute_error: 56.9365 - val_loss: 10904.1399 - val_mean_absolute_error: 71.3372
Epoch 1023/5000
148/148 [==============================] - 0s 34us/step - loss: 6335.9556 - mean_absolute_error: 56.9294 - val_loss: 10902.4587 - val_mean_absolute_error: 71.3290
Epoch 1024/5000
148/148 [==============================] - 0s 27us/step - loss: 6334.4805 - mean_absolute_error: 56.9223 - val_loss: 10900.7787 - val_mean_absolute_error: 71.3208
Epoch 1025/5000
148/148 [==============================] - 0s 20us/step - loss: 6333.0005 - mean_absolute_error: 56.9151 - val_loss: 10899.0988 - val_mean_absolute_error: 71.3126
Epoch 1026/5000
148/148 [==============================] - 0s 20us/step - loss: 6331.5205 - mean_absolute_error: 56.9079 - val_loss: 10897.4140 - val_mean_absolute_error: 71.3044
Epoch 1027/5000
148/148 [==============================] - 0s 20us/step - loss: 6330.0405 - mean_absolute_error: 56.9008 - val_loss: 10895.7187 - val_mean_absolute_error: 71.2962
Epoch 1028/5000
148/148 [==============================] - 0s 27us/step - loss: 6328.5615 - mean_absolute_error: 56.8937 - val_loss: 10894.0068 - val_mean_absolute_error: 71.2879
Epoch 1029/5000
148/148 [==============================] - 0s 27us/step - loss: 6327.0879 - mean_absolute_error: 56.8867 - val_loss: 10892.2800 - val_mean_absolute_error: 71.2797
Epoch 1030/5000
148/148 [==============================] - 0s 20us/step - loss: 6325.6089 - mean_absolute_error: 56.8797 - val_loss: 10890.5691 - val_mean_absolute_error: 71.2715
Epoch 1031/5000
148/148 [==============================] - 0s 41us/step - loss: 6324.1367 - mean_absolute_error: 56.8725 - val_loss: 10888.8780 - val_mean_absolute_error: 71.2632
Epoch 1032/5000
148/148 [==============================] - 0s 20us/step - loss: 6322.6626 - mean_absolute_error: 56.8654 - val_loss: 10887.2090 - val_mean_absolute_error: 71.2551
Epoch 1033/5000
148/148 [==============================] - 0s 27us/step - loss: 6321.1851 - mean_absolute_error: 56.8581 - val_loss: 10885.5473 - val_mean_absolute_error: 71.2469
Epoch 1034/5000
148/148 [==============================] - 0s 27us/step - loss: 6319.7129 - mean_absolute_error: 56.8509 - val_loss: 10883.8842 - val_mean_absolute_error: 71.2387
Epoch 1035/5000
148/148 [==============================] - 0s 27us/step - loss: 6318.2485 - mean_absolute_error: 56.8438 - val_loss: 10882.1974 - val_mean_absolute_error: 71.2305
Epoch 1036/5000
148/148 [==============================] - 0s 20us/step - loss: 6316.7705 - mean_absolute_error: 56.8367 - val_loss: 10880.4861 - val_mean_absolute_error: 71.2223
Epoch 1037/5000
148/148 [==============================] - 0s 27us/step - loss: 6315.2954 - mean_absolute_error: 56.8295 - val_loss: 10878.7902 - val_mean_absolute_error: 71.2142
Epoch 1038/5000
148/148 [==============================] - 0s 27us/step - loss: 6313.8315 - mean_absolute_error: 56.8224 - val_loss: 10877.0990 - val_mean_absolute_error: 71.2059
Epoch 1039/5000
148/148 [==============================] - 0s 34us/step - loss: 6312.3579 - mean_absolute_error: 56.8153 - val_loss: 10875.4104 - val_mean_absolute_error: 71.1977
Epoch 1040/5000
148/148 [==============================] - 0s 27us/step - loss: 6310.8804 - mean_absolute_error: 56.8083 - val_loss: 10873.7290 - val_mean_absolute_error: 71.1896
Epoch 1041/5000
148/148 [==============================] - 0s 27us/step - loss: 6309.4204 - mean_absolute_error: 56.8014 - val_loss: 10872.0482 - val_mean_absolute_error: 71.1814
Epoch 1042/5000
148/148 [==============================] - 0s 27us/step - loss: 6307.9546 - mean_absolute_error: 56.7943 - val_loss: 10870.3693 - val_mean_absolute_error: 71.1733
Epoch 1043/5000
148/148 [==============================] - 0s 27us/step - loss: 6306.4829 - mean_absolute_error: 56.7871 - val_loss: 10868.6945 - val_mean_absolute_error: 71.1652
Epoch 1044/5000
148/148 [==============================] - 0s 27us/step - loss: 6305.0078 - mean_absolute_error: 56.7798 - val_loss: 10867.0361 - val_mean_absolute_error: 71.1570
Epoch 1045/5000
148/148 [==============================] - 0s 27us/step - loss: 6303.5425 - mean_absolute_error: 56.7725 - val_loss: 10865.3688 - val_mean_absolute_error: 71.1488
Epoch 1046/5000
148/148 [==============================] - 0s 27us/step - loss: 6302.0806 - mean_absolute_error: 56.7654 - val_loss: 10863.7001 - val_mean_absolute_error: 71.1405
Epoch 1047/5000
148/148 [==============================] - 0s 20us/step - loss: 6300.6172 - mean_absolute_error: 56.7583 - val_loss: 10862.0143 - val_mean_absolute_error: 71.1324
Epoch 1048/5000
148/148 [==============================] - 0s 27us/step - loss: 6299.1514 - mean_absolute_error: 56.7513 - val_loss: 10860.3358 - val_mean_absolute_error: 71.1243
Epoch 1049/5000
148/148 [==============================] - 0s 27us/step - loss: 6297.6880 - mean_absolute_error: 56.7441 - val_loss: 10858.6608 - val_mean_absolute_error: 71.1162
Epoch 1050/5000
148/148 [==============================] - 0s 20us/step - loss: 6296.2271 - mean_absolute_error: 56.7370 - val_loss: 10856.9914 - val_mean_absolute_error: 71.1082
Epoch 1051/5000
148/148 [==============================] - 0s 27us/step - loss: 6294.7705 - mean_absolute_error: 56.7299 - val_loss: 10855.3166 - val_mean_absolute_error: 71.1001
Epoch 1052/5000
148/148 [==============================] - 0s 27us/step - loss: 6293.3105 - mean_absolute_error: 56.7227 - val_loss: 10853.6468 - val_mean_absolute_error: 71.0920
Epoch 1053/5000
148/148 [==============================] - 0s 20us/step - loss: 6291.8545 - mean_absolute_error: 56.7155 - val_loss: 10851.9897 - val_mean_absolute_error: 71.0838
Epoch 1054/5000
148/148 [==============================] - 0s 27us/step - loss: 6290.3931 - mean_absolute_error: 56.7084 - val_loss: 10850.3479 - val_mean_absolute_error: 71.0756
Epoch 1055/5000
148/148 [==============================] - 0s 34us/step - loss: 6288.9443 - mean_absolute_error: 56.7013 - val_loss: 10848.7035 - val_mean_absolute_error: 71.0675
Epoch 1056/5000
148/148 [==============================] - 0s 27us/step - loss: 6287.4912 - mean_absolute_error: 56.6941 - val_loss: 10847.0548 - val_mean_absolute_error: 71.0593
Epoch 1057/5000
148/148 [==============================] - 0s 27us/step - loss: 6286.0317 - mean_absolute_error: 56.6868 - val_loss: 10845.3892 - val_mean_absolute_error: 71.0511
Epoch 1058/5000
148/148 [==============================] - 0s 27us/step - loss: 6284.5713 - mean_absolute_error: 56.6795 - val_loss: 10843.7259 - val_mean_absolute_error: 71.0429
Epoch 1059/5000
148/148 [==============================] - 0s 27us/step - loss: 6283.1294 - mean_absolute_error: 56.6723 - val_loss: 10842.0625 - val_mean_absolute_error: 71.0347
Epoch 1060/5000
148/148 [==============================] - 0s 27us/step - loss: 6281.6792 - mean_absolute_error: 56.6653 - val_loss: 10840.3941 - val_mean_absolute_error: 71.0265
Epoch 1061/5000
148/148 [==============================] - 0s 27us/step - loss: 6280.2202 - mean_absolute_error: 56.6585 - val_loss: 10838.7191 - val_mean_absolute_error: 71.0183
Epoch 1062/5000
148/148 [==============================] - 0s 34us/step - loss: 6278.7627 - mean_absolute_error: 56.6517 - val_loss: 10837.0542 - val_mean_absolute_error: 71.0101
Epoch 1063/5000
148/148 [==============================] - 0s 27us/step - loss: 6277.3228 - mean_absolute_error: 56.6449 - val_loss: 10835.3851 - val_mean_absolute_error: 71.0019
Epoch 1064/5000
148/148 [==============================] - 0s 27us/step - loss: 6275.8779 - mean_absolute_error: 56.6381 - val_loss: 10833.7273 - val_mean_absolute_error: 70.9937
Epoch 1065/5000
148/148 [==============================] - 0s 20us/step - loss: 6274.4287 - mean_absolute_error: 56.6311 - val_loss: 10832.0723 - val_mean_absolute_error: 70.9856
Epoch 1066/5000
148/148 [==============================] - 0s 27us/step - loss: 6272.9800 - mean_absolute_error: 56.6242 - val_loss: 10830.4214 - val_mean_absolute_error: 70.9774
Epoch 1067/5000
148/148 [==============================] - 0s 27us/step - loss: 6271.5264 - mean_absolute_error: 56.6174 - val_loss: 10828.7728 - val_mean_absolute_error: 70.9692
Epoch 1068/5000
148/148 [==============================] - 0s 27us/step - loss: 6270.0776 - mean_absolute_error: 56.6106 - val_loss: 10827.1230 - val_mean_absolute_error: 70.9609
Epoch 1069/5000
148/148 [==============================] - 0s 34us/step - loss: 6268.6401 - mean_absolute_error: 56.6038 - val_loss: 10825.5011 - val_mean_absolute_error: 70.9527
Epoch 1070/5000
148/148 [==============================] - 0s 20us/step - loss: 6267.2021 - mean_absolute_error: 56.5968 - val_loss: 10823.8975 - val_mean_absolute_error: 70.9446
Epoch 1071/5000
148/148 [==============================] - 0s 27us/step - loss: 6265.7563 - mean_absolute_error: 56.5898 - val_loss: 10822.3073 - val_mean_absolute_error: 70.9366
Epoch 1072/5000
148/148 [==============================] - 0s 34us/step - loss: 6264.3062 - mean_absolute_error: 56.5829 - val_loss: 10820.6990 - val_mean_absolute_error: 70.9285
Epoch 1073/5000
148/148 [==============================] - 0s 27us/step - loss: 6262.8711 - mean_absolute_error: 56.5759 - val_loss: 10819.0609 - val_mean_absolute_error: 70.9204
Epoch 1074/5000
148/148 [==============================] - 0s 20us/step - loss: 6261.4312 - mean_absolute_error: 56.5691 - val_loss: 10817.4280 - val_mean_absolute_error: 70.9124
Epoch 1075/5000
148/148 [==============================] - 0s 20us/step - loss: 6259.9932 - mean_absolute_error: 56.5623 - val_loss: 10815.8019 - val_mean_absolute_error: 70.9043
Epoch 1076/5000
148/148 [==============================] - 0s 27us/step - loss: 6258.5527 - mean_absolute_error: 56.5554 - val_loss: 10814.1757 - val_mean_absolute_error: 70.8962
Epoch 1077/5000
148/148 [==============================] - 0s 27us/step - loss: 6257.1064 - mean_absolute_error: 56.5484 - val_loss: 10812.5498 - val_mean_absolute_error: 70.8881
Epoch 1078/5000
148/148 [==============================] - 0s 27us/step - loss: 6255.6660 - mean_absolute_error: 56.5415 - val_loss: 10810.9442 - val_mean_absolute_error: 70.8799
Epoch 1079/5000
148/148 [==============================] - 0s 34us/step - loss: 6254.2334 - mean_absolute_error: 56.5346 - val_loss: 10809.3141 - val_mean_absolute_error: 70.8718
Epoch 1080/5000
148/148 [==============================] - 0s 20us/step - loss: 6252.7954 - mean_absolute_error: 56.5277 - val_loss: 10807.7013 - val_mean_absolute_error: 70.8637
Epoch 1081/5000
148/148 [==============================] - 0s 20us/step - loss: 6251.3599 - mean_absolute_error: 56.5207 - val_loss: 10806.0989 - val_mean_absolute_error: 70.8557
Epoch 1082/5000
148/148 [==============================] - 0s 27us/step - loss: 6249.9185 - mean_absolute_error: 56.5137 - val_loss: 10804.5080 - val_mean_absolute_error: 70.8477
Epoch 1083/5000
148/148 [==============================] - 0s 27us/step - loss: 6248.4844 - mean_absolute_error: 56.5068 - val_loss: 10802.9027 - val_mean_absolute_error: 70.8397
Epoch 1084/5000
148/148 [==============================] - 0s 27us/step - loss: 6247.0591 - mean_absolute_error: 56.5000 - val_loss: 10801.2758 - val_mean_absolute_error: 70.8316
Epoch 1085/5000
148/148 [==============================] - 0s 20us/step - loss: 6245.6260 - mean_absolute_error: 56.4932 - val_loss: 10799.6320 - val_mean_absolute_error: 70.8235
Epoch 1086/5000
148/148 [==============================] - 0s 27us/step - loss: 6244.1831 - mean_absolute_error: 56.4863 - val_loss: 10797.9852 - val_mean_absolute_error: 70.8154
Epoch 1087/5000
148/148 [==============================] - 0s 20us/step - loss: 6242.7549 - mean_absolute_error: 56.4794 - val_loss: 10796.3505 - val_mean_absolute_error: 70.8073
Epoch 1088/5000
148/148 [==============================] - 0s 27us/step - loss: 6241.3379 - mean_absolute_error: 56.4725 - val_loss: 10794.7386 - val_mean_absolute_error: 70.7993
Epoch 1089/5000
148/148 [==============================] - 0s 27us/step - loss: 6239.9087 - mean_absolute_error: 56.4657 - val_loss: 10793.1545 - val_mean_absolute_error: 70.7913
Epoch 1090/5000
148/148 [==============================] - 0s 27us/step - loss: 6238.4736 - mean_absolute_error: 56.4588 - val_loss: 10791.5845 - val_mean_absolute_error: 70.7833
Epoch 1091/5000
148/148 [==============================] - 0s 27us/step - loss: 6237.0410 - mean_absolute_error: 56.4520 - val_loss: 10790.0154 - val_mean_absolute_error: 70.7755
Epoch 1092/5000
148/148 [==============================] - 0s 34us/step - loss: 6235.6172 - mean_absolute_error: 56.4451 - val_loss: 10788.4227 - val_mean_absolute_error: 70.7676
Epoch 1093/5000
148/148 [==============================] - 0s 20us/step - loss: 6234.1895 - mean_absolute_error: 56.4381 - val_loss: 10786.8211 - val_mean_absolute_error: 70.7597
Epoch 1094/5000
148/148 [==============================] - 0s 20us/step - loss: 6232.7554 - mean_absolute_error: 56.4311 - val_loss: 10785.2098 - val_mean_absolute_error: 70.7518
Epoch 1095/5000
148/148 [==============================] - 0s 27us/step - loss: 6231.3359 - mean_absolute_error: 56.4242 - val_loss: 10783.6065 - val_mean_absolute_error: 70.7438
Epoch 1096/5000
148/148 [==============================] - 0s 20us/step - loss: 6229.9141 - mean_absolute_error: 56.4173 - val_loss: 10782.0077 - val_mean_absolute_error: 70.7361
Epoch 1097/5000
148/148 [==============================] - 0s 20us/step - loss: 6228.4854 - mean_absolute_error: 56.4104 - val_loss: 10780.4112 - val_mean_absolute_error: 70.7286
Epoch 1098/5000
148/148 [==============================] - 0s 34us/step - loss: 6227.0601 - mean_absolute_error: 56.4036 - val_loss: 10778.8135 - val_mean_absolute_error: 70.7211
Epoch 1099/5000
148/148 [==============================] - 0s 27us/step - loss: 6225.6445 - mean_absolute_error: 56.3967 - val_loss: 10777.2183 - val_mean_absolute_error: 70.7138
Epoch 1100/5000
148/148 [==============================] - 0s 27us/step - loss: 6224.2202 - mean_absolute_error: 56.3898 - val_loss: 10775.6245 - val_mean_absolute_error: 70.7064
Epoch 1101/5000
148/148 [==============================] - 0s 27us/step - loss: 6222.7954 - mean_absolute_error: 56.3829 - val_loss: 10774.0482 - val_mean_absolute_error: 70.6992
Epoch 1102/5000
148/148 [==============================] - 0s 20us/step - loss: 6221.3760 - mean_absolute_error: 56.3760 - val_loss: 10772.4847 - val_mean_absolute_error: 70.6919
Epoch 1103/5000
148/148 [==============================] - 0s 20us/step - loss: 6219.9551 - mean_absolute_error: 56.3690 - val_loss: 10770.9190 - val_mean_absolute_error: 70.6846
Epoch 1104/5000
148/148 [==============================] - 0s 34us/step - loss: 6218.5400 - mean_absolute_error: 56.3620 - val_loss: 10769.3173 - val_mean_absolute_error: 70.6771
Epoch 1105/5000
148/148 [==============================] - 0s 34us/step - loss: 6217.1201 - mean_absolute_error: 56.3553 - val_loss: 10767.7006 - val_mean_absolute_error: 70.6697
Epoch 1106/5000
148/148 [==============================] - 0s 27us/step - loss: 6215.6953 - mean_absolute_error: 56.3487 - val_loss: 10766.0880 - val_mean_absolute_error: 70.6622
Epoch 1107/5000
148/148 [==============================] - 0s 27us/step - loss: 6214.2798 - mean_absolute_error: 56.3420 - val_loss: 10764.4883 - val_mean_absolute_error: 70.6548
Epoch 1108/5000
148/148 [==============================] - 0s 20us/step - loss: 6212.8643 - mean_absolute_error: 56.3353 - val_loss: 10762.9079 - val_mean_absolute_error: 70.6474
Epoch 1109/5000
148/148 [==============================] - 0s 27us/step - loss: 6211.4448 - mean_absolute_error: 56.3285 - val_loss: 10761.3239 - val_mean_absolute_error: 70.6401
Epoch 1110/5000
148/148 [==============================] - 0s 34us/step - loss: 6210.0200 - mean_absolute_error: 56.3218 - val_loss: 10759.7388 - val_mean_absolute_error: 70.6329
Epoch 1111/5000
148/148 [==============================] - 0s 27us/step - loss: 6208.5986 - mean_absolute_error: 56.3151 - val_loss: 10758.1583 - val_mean_absolute_error: 70.6257
Epoch 1112/5000
148/148 [==============================] - 0s 20us/step - loss: 6207.1777 - mean_absolute_error: 56.3083 - val_loss: 10756.5778 - val_mean_absolute_error: 70.6185
Epoch 1113/5000
148/148 [==============================] - 0s 34us/step - loss: 6205.7568 - mean_absolute_error: 56.3016 - val_loss: 10755.0002 - val_mean_absolute_error: 70.6113
Epoch 1114/5000
148/148 [==============================] - 0s 27us/step - loss: 6204.3369 - mean_absolute_error: 56.2948 - val_loss: 10753.4209 - val_mean_absolute_error: 70.6040
Epoch 1115/5000
148/148 [==============================] - 0s 27us/step - loss: 6202.9116 - mean_absolute_error: 56.2880 - val_loss: 10751.8346 - val_mean_absolute_error: 70.5967
Epoch 1116/5000
148/148 [==============================] - 0s 34us/step - loss: 6201.4883 - mean_absolute_error: 56.2812 - val_loss: 10750.2439 - val_mean_absolute_error: 70.5893
Epoch 1117/5000
148/148 [==============================] - 0s 20us/step - loss: 6200.0713 - mean_absolute_error: 56.2743 - val_loss: 10748.6470 - val_mean_absolute_error: 70.5820
Epoch 1118/5000
148/148 [==============================] - 0s 20us/step - loss: 6198.6484 - mean_absolute_error: 56.2675 - val_loss: 10747.0592 - val_mean_absolute_error: 70.5747
Epoch 1119/5000
148/148 [==============================] - 0s 27us/step - loss: 6197.2290 - mean_absolute_error: 56.2607 - val_loss: 10745.4857 - val_mean_absolute_error: 70.5675
Epoch 1120/5000
148/148 [==============================] - 0s 27us/step - loss: 6195.8115 - mean_absolute_error: 56.2538 - val_loss: 10743.9363 - val_mean_absolute_error: 70.5604
Epoch 1121/5000
148/148 [==============================] - 0s 27us/step - loss: 6194.3921 - mean_absolute_error: 56.2468 - val_loss: 10742.3799 - val_mean_absolute_error: 70.5531
Epoch 1122/5000
148/148 [==============================] - 0s 27us/step - loss: 6192.9678 - mean_absolute_error: 56.2400 - val_loss: 10740.8088 - val_mean_absolute_error: 70.5459
Epoch 1123/5000
148/148 [==============================] - 0s 27us/step - loss: 6191.5498 - mean_absolute_error: 56.2332 - val_loss: 10739.2285 - val_mean_absolute_error: 70.5387
Epoch 1124/5000
148/148 [==============================] - 0s 20us/step - loss: 6190.1299 - mean_absolute_error: 56.2263 - val_loss: 10737.6432 - val_mean_absolute_error: 70.5315
Epoch 1125/5000
148/148 [==============================] - 0s 20us/step - loss: 6188.7109 - mean_absolute_error: 56.2195 - val_loss: 10736.0651 - val_mean_absolute_error: 70.5244
Epoch 1126/5000
148/148 [==============================] - 0s 27us/step - loss: 6187.2964 - mean_absolute_error: 56.2126 - val_loss: 10734.5163 - val_mean_absolute_error: 70.5173
Epoch 1127/5000
148/148 [==============================] - 0s 27us/step - loss: 6185.8779 - mean_absolute_error: 56.2058 - val_loss: 10732.9789 - val_mean_absolute_error: 70.5102
Epoch 1128/5000
148/148 [==============================] - 0s 27us/step - loss: 6184.4644 - mean_absolute_error: 56.1989 - val_loss: 10731.4366 - val_mean_absolute_error: 70.5031
Epoch 1129/5000
148/148 [==============================] - 0s 27us/step - loss: 6183.0576 - mean_absolute_error: 56.1921 - val_loss: 10729.8823 - val_mean_absolute_error: 70.4960
Epoch 1130/5000
148/148 [==============================] - 0s 20us/step - loss: 6181.6392 - mean_absolute_error: 56.1851 - val_loss: 10728.3213 - val_mean_absolute_error: 70.4889
Epoch 1131/5000
148/148 [==============================] - 0s 27us/step - loss: 6180.2222 - mean_absolute_error: 56.1781 - val_loss: 10726.7505 - val_mean_absolute_error: 70.4818
Epoch 1132/5000
148/148 [==============================] - 0s 27us/step - loss: 6178.8159 - mean_absolute_error: 56.1712 - val_loss: 10725.1928 - val_mean_absolute_error: 70.4748
Epoch 1133/5000
148/148 [==============================] - 0s 27us/step - loss: 6177.4067 - mean_absolute_error: 56.1643 - val_loss: 10723.6617 - val_mean_absolute_error: 70.4678
Epoch 1134/5000
148/148 [==============================] - 0s 27us/step - loss: 6175.9897 - mean_absolute_error: 56.1575 - val_loss: 10722.1457 - val_mean_absolute_error: 70.4608
Epoch 1135/5000
148/148 [==============================] - 0s 27us/step - loss: 6174.5771 - mean_absolute_error: 56.1507 - val_loss: 10720.6138 - val_mean_absolute_error: 70.4538
Epoch 1136/5000
148/148 [==============================] - 0s 20us/step - loss: 6173.1670 - mean_absolute_error: 56.1439 - val_loss: 10719.0690 - val_mean_absolute_error: 70.4467
Epoch 1137/5000
148/148 [==============================] - 0s 27us/step - loss: 6171.7563 - mean_absolute_error: 56.1370 - val_loss: 10717.5027 - val_mean_absolute_error: 70.4396
Epoch 1138/5000
148/148 [==============================] - 0s 27us/step - loss: 6170.3408 - mean_absolute_error: 56.1300 - val_loss: 10715.9412 - val_mean_absolute_error: 70.4325
Epoch 1139/5000
148/148 [==============================] - 0s 27us/step - loss: 6168.9429 - mean_absolute_error: 56.1230 - val_loss: 10714.3862 - val_mean_absolute_error: 70.4253
Epoch 1140/5000
148/148 [==============================] - 0s 34us/step - loss: 6167.5396 - mean_absolute_error: 56.1160 - val_loss: 10712.8322 - val_mean_absolute_error: 70.4183
Epoch 1141/5000
148/148 [==============================] - 0s 20us/step - loss: 6166.1284 - mean_absolute_error: 56.1091 - val_loss: 10711.2907 - val_mean_absolute_error: 70.4113
Epoch 1142/5000
148/148 [==============================] - 0s 34us/step - loss: 6164.7207 - mean_absolute_error: 56.1023 - val_loss: 10709.7597 - val_mean_absolute_error: 70.4043
Epoch 1143/5000
148/148 [==============================] - 0s 27us/step - loss: 6163.3164 - mean_absolute_error: 56.0955 - val_loss: 10708.2155 - val_mean_absolute_error: 70.3972
Epoch 1144/5000
148/148 [==============================] - 0s 34us/step - loss: 6161.9233 - mean_absolute_error: 56.0888 - val_loss: 10706.6489 - val_mean_absolute_error: 70.3901
Epoch 1145/5000
148/148 [==============================] - 0s 27us/step - loss: 6160.5210 - mean_absolute_error: 56.0820 - val_loss: 10705.0891 - val_mean_absolute_error: 70.3830
Epoch 1146/5000
148/148 [==============================] - 0s 27us/step - loss: 6159.1177 - mean_absolute_error: 56.0750 - val_loss: 10703.5396 - val_mean_absolute_error: 70.3757
Epoch 1147/5000
148/148 [==============================] - 0s 20us/step - loss: 6157.7139 - mean_absolute_error: 56.0678 - val_loss: 10702.0052 - val_mean_absolute_error: 70.3686
Epoch 1148/5000
148/148 [==============================] - 0s 27us/step - loss: 6156.3149 - mean_absolute_error: 56.0607 - val_loss: 10700.4873 - val_mean_absolute_error: 70.3615
Epoch 1149/5000
148/148 [==============================] - 0s 27us/step - loss: 6154.9233 - mean_absolute_error: 56.0537 - val_loss: 10698.9610 - val_mean_absolute_error: 70.3545
Epoch 1150/5000
148/148 [==============================] - 0s 27us/step - loss: 6153.5254 - mean_absolute_error: 56.0467 - val_loss: 10697.4326 - val_mean_absolute_error: 70.3476
Epoch 1151/5000
148/148 [==============================] - 0s 34us/step - loss: 6152.1221 - mean_absolute_error: 56.0398 - val_loss: 10695.8979 - val_mean_absolute_error: 70.3407
Epoch 1152/5000
148/148 [==============================] - 0s 27us/step - loss: 6150.7358 - mean_absolute_error: 56.0330 - val_loss: 10694.3512 - val_mean_absolute_error: 70.3337
Epoch 1153/5000
148/148 [==============================] - 0s 34us/step - loss: 6149.3452 - mean_absolute_error: 56.0262 - val_loss: 10692.7988 - val_mean_absolute_error: 70.3266
Epoch 1154/5000
148/148 [==============================] - 0s 20us/step - loss: 6147.9434 - mean_absolute_error: 56.0192 - val_loss: 10691.2570 - val_mean_absolute_error: 70.3195
Epoch 1155/5000
148/148 [==============================] - 0s 20us/step - loss: 6146.5483 - mean_absolute_error: 56.0122 - val_loss: 10689.7121 - val_mean_absolute_error: 70.3124
Epoch 1156/5000
148/148 [==============================] - 0s 27us/step - loss: 6145.1670 - mean_absolute_error: 56.0052 - val_loss: 10688.1726 - val_mean_absolute_error: 70.3054
Epoch 1157/5000
148/148 [==============================] - 0s 27us/step - loss: 6143.7788 - mean_absolute_error: 55.9983 - val_loss: 10686.6405 - val_mean_absolute_error: 70.2985
Epoch 1158/5000
148/148 [==============================] - 0s 27us/step - loss: 6142.3877 - mean_absolute_error: 55.9915 - val_loss: 10685.1232 - val_mean_absolute_error: 70.2917
Epoch 1159/5000
148/148 [==============================] - 0s 27us/step - loss: 6140.9907 - mean_absolute_error: 55.9848 - val_loss: 10683.6076 - val_mean_absolute_error: 70.2849
Epoch 1160/5000
148/148 [==============================] - 0s 27us/step - loss: 6139.5952 - mean_absolute_error: 55.9781 - val_loss: 10682.0898 - val_mean_absolute_error: 70.2779
Epoch 1161/5000
148/148 [==============================] - 0s 20us/step - loss: 6138.2153 - mean_absolute_error: 55.9715 - val_loss: 10680.5723 - val_mean_absolute_error: 70.2708
Epoch 1162/5000
148/148 [==============================] - 0s 34us/step - loss: 6136.8330 - mean_absolute_error: 55.9648 - val_loss: 10679.0523 - val_mean_absolute_error: 70.2638
Epoch 1163/5000
148/148 [==============================] - 0s 20us/step - loss: 6135.4453 - mean_absolute_error: 55.9581 - val_loss: 10677.5362 - val_mean_absolute_error: 70.2568
Epoch 1164/5000
148/148 [==============================] - 0s 34us/step - loss: 6134.0547 - mean_absolute_error: 55.9512 - val_loss: 10676.0057 - val_mean_absolute_error: 70.2498
Epoch 1165/5000
148/148 [==============================] - 0s 20us/step - loss: 6132.6582 - mean_absolute_error: 55.9443 - val_loss: 10674.4675 - val_mean_absolute_error: 70.2427
Epoch 1166/5000
148/148 [==============================] - 0s 27us/step - loss: 6131.2817 - mean_absolute_error: 55.9373 - val_loss: 10672.9467 - val_mean_absolute_error: 70.2357
Epoch 1167/5000
148/148 [==============================] - 0s 27us/step - loss: 6129.9028 - mean_absolute_error: 55.9305 - val_loss: 10671.4295 - val_mean_absolute_error: 70.2287
Epoch 1168/5000
148/148 [==============================] - 0s 20us/step - loss: 6128.5161 - mean_absolute_error: 55.9237 - val_loss: 10669.9206 - val_mean_absolute_error: 70.2217
Epoch 1169/5000
148/148 [==============================] - 0s 27us/step - loss: 6127.1318 - mean_absolute_error: 55.9169 - val_loss: 10668.4107 - val_mean_absolute_error: 70.2148
Epoch 1170/5000
148/148 [==============================] - 0s 20us/step - loss: 6125.7466 - mean_absolute_error: 55.9102 - val_loss: 10666.8871 - val_mean_absolute_error: 70.2079
Epoch 1171/5000
148/148 [==============================] - 0s 20us/step - loss: 6124.3608 - mean_absolute_error: 55.9036 - val_loss: 10665.3764 - val_mean_absolute_error: 70.2010
Epoch 1172/5000
148/148 [==============================] - 0s 27us/step - loss: 6122.9902 - mean_absolute_error: 55.8970 - val_loss: 10663.8572 - val_mean_absolute_error: 70.1941
Epoch 1173/5000
148/148 [==============================] - 0s 27us/step - loss: 6121.6108 - mean_absolute_error: 55.8903 - val_loss: 10662.3355 - val_mean_absolute_error: 70.1871
Epoch 1174/5000
148/148 [==============================] - 0s 27us/step - loss: 6120.2329 - mean_absolute_error: 55.8835 - val_loss: 10660.8834 - val_mean_absolute_error: 70.1802
Epoch 1175/5000
148/148 [==============================] - 0s 20us/step - loss: 6118.8618 - mean_absolute_error: 55.8765 - val_loss: 10659.4436 - val_mean_absolute_error: 70.1732
Epoch 1176/5000
148/148 [==============================] - 0s 34us/step - loss: 6117.4873 - mean_absolute_error: 55.8696 - val_loss: 10658.0107 - val_mean_absolute_error: 70.1663
Epoch 1177/5000
148/148 [==============================] - 0s 27us/step - loss: 6116.1172 - mean_absolute_error: 55.8628 - val_loss: 10656.5446 - val_mean_absolute_error: 70.1593
Epoch 1178/5000
148/148 [==============================] - 0s 27us/step - loss: 6114.7192 - mean_absolute_error: 55.8560 - val_loss: 10655.0448 - val_mean_absolute_error: 70.1522
Epoch 1179/5000
148/148 [==============================] - 0s 27us/step - loss: 6113.3047 - mean_absolute_error: 55.8492 - val_loss: 10653.5218 - val_mean_absolute_error: 70.1451
Epoch 1180/5000
148/148 [==============================] - 0s 27us/step - loss: 6111.8926 - mean_absolute_error: 55.8424 - val_loss: 10651.9877 - val_mean_absolute_error: 70.1380
Epoch 1181/5000
148/148 [==============================] - 0s 34us/step - loss: 6110.4800 - mean_absolute_error: 55.8357 - val_loss: 10650.4638 - val_mean_absolute_error: 70.1309
Epoch 1182/5000
148/148 [==============================] - 0s 27us/step - loss: 6109.0752 - mean_absolute_error: 55.8289 - val_loss: 10649.0291 - val_mean_absolute_error: 70.1239
Epoch 1183/5000
148/148 [==============================] - 0s 27us/step - loss: 6107.6445 - mean_absolute_error: 55.8218 - val_loss: 10647.5923 - val_mean_absolute_error: 70.1169
Epoch 1184/5000
148/148 [==============================] - 0s 34us/step - loss: 6106.2295 - mean_absolute_error: 55.8148 - val_loss: 10646.1413 - val_mean_absolute_error: 70.1100
Epoch 1185/5000
148/148 [==============================] - 0s 27us/step - loss: 6104.8110 - mean_absolute_error: 55.8077 - val_loss: 10644.6999 - val_mean_absolute_error: 70.1031
Epoch 1186/5000
148/148 [==============================] - 0s 27us/step - loss: 6103.3789 - mean_absolute_error: 55.8009 - val_loss: 10643.2563 - val_mean_absolute_error: 70.0962
Epoch 1187/5000
148/148 [==============================] - 0s 27us/step - loss: 6101.9600 - mean_absolute_error: 55.7942 - val_loss: 10641.8177 - val_mean_absolute_error: 70.0894
Epoch 1188/5000
148/148 [==============================] - 0s 20us/step - loss: 6100.5391 - mean_absolute_error: 55.7875 - val_loss: 10640.3659 - val_mean_absolute_error: 70.0826
Epoch 1189/5000
148/148 [==============================] - 0s 20us/step - loss: 6099.1079 - mean_absolute_error: 55.7807 - val_loss: 10638.9060 - val_mean_absolute_error: 70.0758
Epoch 1190/5000
148/148 [==============================] - 0s 27us/step - loss: 6097.6812 - mean_absolute_error: 55.7738 - val_loss: 10637.4275 - val_mean_absolute_error: 70.0688
Epoch 1191/5000
148/148 [==============================] - 0s 27us/step - loss: 6096.2549 - mean_absolute_error: 55.7671 - val_loss: 10635.9344 - val_mean_absolute_error: 70.0618
Epoch 1192/5000
148/148 [==============================] - 0s 20us/step - loss: 6094.8252 - mean_absolute_error: 55.7604 - val_loss: 10634.4421 - val_mean_absolute_error: 70.0548
Epoch 1193/5000
148/148 [==============================] - 0s 20us/step - loss: 6093.3926 - mean_absolute_error: 55.7538 - val_loss: 10632.9418 - val_mean_absolute_error: 70.0478
Epoch 1194/5000
148/148 [==============================] - 0s 27us/step - loss: 6091.9688 - mean_absolute_error: 55.7472 - val_loss: 10631.4341 - val_mean_absolute_error: 70.0408
Epoch 1195/5000
148/148 [==============================] - 0s 27us/step - loss: 6090.5396 - mean_absolute_error: 55.7404 - val_loss: 10629.9284 - val_mean_absolute_error: 70.0338
Epoch 1196/5000
148/148 [==============================] - 0s 20us/step - loss: 6089.1133 - mean_absolute_error: 55.7337 - val_loss: 10628.4106 - val_mean_absolute_error: 70.0268
Epoch 1197/5000
148/148 [==============================] - 0s 27us/step - loss: 6087.6860 - mean_absolute_error: 55.7271 - val_loss: 10626.9118 - val_mean_absolute_error: 70.0198
Epoch 1198/5000
148/148 [==============================] - 0s 27us/step - loss: 6086.2534 - mean_absolute_error: 55.7205 - val_loss: 10625.4163 - val_mean_absolute_error: 70.0129
Epoch 1199/5000
148/148 [==============================] - 0s 27us/step - loss: 6084.8218 - mean_absolute_error: 55.7137 - val_loss: 10623.9273 - val_mean_absolute_error: 70.0059
Epoch 1200/5000
148/148 [==============================] - 0s 27us/step - loss: 6083.3950 - mean_absolute_error: 55.7070 - val_loss: 10622.5059 - val_mean_absolute_error: 69.9991
Epoch 1201/5000
148/148 [==============================] - 0s 27us/step - loss: 6081.9688 - mean_absolute_error: 55.7002 - val_loss: 10621.0488 - val_mean_absolute_error: 69.9922
Epoch 1202/5000
148/148 [==============================] - 0s 20us/step - loss: 6080.5430 - mean_absolute_error: 55.6934 - val_loss: 10619.5630 - val_mean_absolute_error: 69.9852
Epoch 1203/5000
148/148 [==============================] - 0s 34us/step - loss: 6079.1162 - mean_absolute_error: 55.6867 - val_loss: 10618.0760 - val_mean_absolute_error: 69.9781
Epoch 1204/5000
148/148 [==============================] - 0s 34us/step - loss: 6077.6870 - mean_absolute_error: 55.6800 - val_loss: 10616.6009 - val_mean_absolute_error: 69.9712
Epoch 1205/5000
148/148 [==============================] - 0s 27us/step - loss: 6076.2651 - mean_absolute_error: 55.6734 - val_loss: 10615.1200 - val_mean_absolute_error: 69.9644
Epoch 1206/5000
148/148 [==============================] - 0s 27us/step - loss: 6074.8403 - mean_absolute_error: 55.6667 - val_loss: 10613.7151 - val_mean_absolute_error: 69.9576
Epoch 1207/5000
148/148 [==============================] - 0s 27us/step - loss: 6073.4111 - mean_absolute_error: 55.6598 - val_loss: 10612.3066 - val_mean_absolute_error: 69.9507
Epoch 1208/5000
148/148 [==============================] - 0s 20us/step - loss: 6071.9878 - mean_absolute_error: 55.6528 - val_loss: 10610.9035 - val_mean_absolute_error: 69.9439
Epoch 1209/5000
148/148 [==============================] - 0s 27us/step - loss: 6070.5674 - mean_absolute_error: 55.6458 - val_loss: 10609.5028 - val_mean_absolute_error: 69.9372
Epoch 1210/5000
148/148 [==============================] - 0s 27us/step - loss: 6069.1406 - mean_absolute_error: 55.6390 - val_loss: 10608.0870 - val_mean_absolute_error: 69.9305
Epoch 1211/5000
148/148 [==============================] - 0s 20us/step - loss: 6067.7153 - mean_absolute_error: 55.6321 - val_loss: 10606.6530 - val_mean_absolute_error: 69.9237
Epoch 1212/5000
148/148 [==============================] - 0s 27us/step - loss: 6066.2935 - mean_absolute_error: 55.6254 - val_loss: 10605.1868 - val_mean_absolute_error: 69.9167
Epoch 1213/5000
148/148 [==============================] - 0s 20us/step - loss: 6064.8682 - mean_absolute_error: 55.6186 - val_loss: 10603.7141 - val_mean_absolute_error: 69.9097
Epoch 1214/5000
148/148 [==============================] - 0s 27us/step - loss: 6063.4424 - mean_absolute_error: 55.6118 - val_loss: 10602.2459 - val_mean_absolute_error: 69.9026
Epoch 1215/5000
148/148 [==============================] - 0s 27us/step - loss: 6062.0293 - mean_absolute_error: 55.6049 - val_loss: 10600.7886 - val_mean_absolute_error: 69.8957
Epoch 1216/5000
148/148 [==============================] - 0s 34us/step - loss: 6060.6084 - mean_absolute_error: 55.5981 - val_loss: 10599.3373 - val_mean_absolute_error: 69.8889
Epoch 1217/5000
148/148 [==============================] - 0s 27us/step - loss: 6059.1821 - mean_absolute_error: 55.5913 - val_loss: 10597.8864 - val_mean_absolute_error: 69.8821
Epoch 1218/5000
148/148 [==============================] - 0s 27us/step - loss: 6057.7563 - mean_absolute_error: 55.5845 - val_loss: 10596.4237 - val_mean_absolute_error: 69.8752
Epoch 1219/5000
148/148 [==============================] - 0s 27us/step - loss: 6056.3374 - mean_absolute_error: 55.5777 - val_loss: 10594.9286 - val_mean_absolute_error: 69.8685
Epoch 1220/5000
148/148 [==============================] - 0s 27us/step - loss: 6054.9146 - mean_absolute_error: 55.5708 - val_loss: 10593.4267 - val_mean_absolute_error: 69.8618
Epoch 1221/5000
148/148 [==============================] - 0s 27us/step - loss: 6053.4922 - mean_absolute_error: 55.5640 - val_loss: 10591.9266 - val_mean_absolute_error: 69.8552
Epoch 1222/5000
148/148 [==============================] - 0s 27us/step - loss: 6052.0767 - mean_absolute_error: 55.5573 - val_loss: 10590.4237 - val_mean_absolute_error: 69.8486
Epoch 1223/5000
148/148 [==============================] - 0s 34us/step - loss: 6050.6553 - mean_absolute_error: 55.5505 - val_loss: 10588.9238 - val_mean_absolute_error: 69.8420
Epoch 1224/5000
148/148 [==============================] - 0s 27us/step - loss: 6049.2329 - mean_absolute_error: 55.5436 - val_loss: 10587.4340 - val_mean_absolute_error: 69.8354
Epoch 1225/5000
148/148 [==============================] - 0s 27us/step - loss: 6047.8228 - mean_absolute_error: 55.5366 - val_loss: 10586.0331 - val_mean_absolute_error: 69.8290
Epoch 1226/5000
148/148 [==============================] - 0s 20us/step - loss: 6046.4072 - mean_absolute_error: 55.5295 - val_loss: 10584.6262 - val_mean_absolute_error: 69.8227
Epoch 1227/5000
148/148 [==============================] - 0s 34us/step - loss: 6044.9951 - mean_absolute_error: 55.5226 - val_loss: 10583.2117 - val_mean_absolute_error: 69.8163
Epoch 1228/5000
148/148 [==============================] - 0s 27us/step - loss: 6043.5757 - mean_absolute_error: 55.5158 - val_loss: 10581.7615 - val_mean_absolute_error: 69.8099
Epoch 1229/5000
148/148 [==============================] - 0s 20us/step - loss: 6042.1538 - mean_absolute_error: 55.5090 - val_loss: 10580.2958 - val_mean_absolute_error: 69.8035
Epoch 1230/5000
148/148 [==============================] - 0s 34us/step - loss: 6040.7295 - mean_absolute_error: 55.5023 - val_loss: 10578.8184 - val_mean_absolute_error: 69.7971
Epoch 1231/5000
148/148 [==============================] - 0s 27us/step - loss: 6039.3125 - mean_absolute_error: 55.4956 - val_loss: 10577.4088 - val_mean_absolute_error: 69.7908
Epoch 1232/5000
148/148 [==============================] - 0s 27us/step - loss: 6037.8857 - mean_absolute_error: 55.4885 - val_loss: 10575.9888 - val_mean_absolute_error: 69.7844
Epoch 1233/5000
148/148 [==============================] - 0s 27us/step - loss: 6036.4692 - mean_absolute_error: 55.4815 - val_loss: 10574.5684 - val_mean_absolute_error: 69.7779
Epoch 1234/5000
148/148 [==============================] - 0s 34us/step - loss: 6035.0483 - mean_absolute_error: 55.4745 - val_loss: 10573.1339 - val_mean_absolute_error: 69.7714
Epoch 1235/5000
148/148 [==============================] - 0s 27us/step - loss: 6033.6260 - mean_absolute_error: 55.4676 - val_loss: 10571.7110 - val_mean_absolute_error: 69.7651
Epoch 1236/5000
148/148 [==============================] - 0s 20us/step - loss: 6032.1958 - mean_absolute_error: 55.4606 - val_loss: 10570.2832 - val_mean_absolute_error: 69.7588
Epoch 1237/5000
148/148 [==============================] - 0s 20us/step - loss: 6030.7764 - mean_absolute_error: 55.4537 - val_loss: 10568.8118 - val_mean_absolute_error: 69.7524
Epoch 1238/5000
148/148 [==============================] - 0s 27us/step - loss: 6029.3491 - mean_absolute_error: 55.4467 - val_loss: 10567.3040 - val_mean_absolute_error: 69.7459
Epoch 1239/5000
148/148 [==============================] - 0s 20us/step - loss: 6027.9209 - mean_absolute_error: 55.4397 - val_loss: 10565.7765 - val_mean_absolute_error: 69.7394
Epoch 1240/5000
148/148 [==============================] - 0s 27us/step - loss: 6026.5015 - mean_absolute_error: 55.4328 - val_loss: 10564.2591 - val_mean_absolute_error: 69.7329
Epoch 1241/5000
148/148 [==============================] - 0s 27us/step - loss: 6025.0796 - mean_absolute_error: 55.4259 - val_loss: 10562.7501 - val_mean_absolute_error: 69.7265
Epoch 1242/5000
148/148 [==============================] - 0s 27us/step - loss: 6023.6577 - mean_absolute_error: 55.4190 - val_loss: 10561.2545 - val_mean_absolute_error: 69.7202
Epoch 1243/5000
148/148 [==============================] - 0s 27us/step - loss: 6022.2295 - mean_absolute_error: 55.4122 - val_loss: 10559.7764 - val_mean_absolute_error: 69.7138
Epoch 1244/5000
148/148 [==============================] - 0s 27us/step - loss: 6020.8115 - mean_absolute_error: 55.4053 - val_loss: 10558.3898 - val_mean_absolute_error: 69.7075
Epoch 1245/5000
148/148 [==============================] - 0s 27us/step - loss: 6019.3770 - mean_absolute_error: 55.3982 - val_loss: 10556.9850 - val_mean_absolute_error: 69.7012
Epoch 1246/5000
148/148 [==============================] - 0s 27us/step - loss: 6017.9590 - mean_absolute_error: 55.3911 - val_loss: 10555.5624 - val_mean_absolute_error: 69.6948
Epoch 1247/5000
148/148 [==============================] - 0s 27us/step - loss: 6016.5366 - mean_absolute_error: 55.3841 - val_loss: 10554.1242 - val_mean_absolute_error: 69.6884
Epoch 1248/5000
148/148 [==============================] - 0s 20us/step - loss: 6015.1172 - mean_absolute_error: 55.3771 - val_loss: 10552.6795 - val_mean_absolute_error: 69.6820
Epoch 1249/5000
148/148 [==============================] - 0s 27us/step - loss: 6013.6958 - mean_absolute_error: 55.3702 - val_loss: 10551.2300 - val_mean_absolute_error: 69.6755
Epoch 1250/5000
148/148 [==============================] - 0s 20us/step - loss: 6012.2734 - mean_absolute_error: 55.3631 - val_loss: 10549.7716 - val_mean_absolute_error: 69.6690
Epoch 1251/5000
148/148 [==============================] - 0s 20us/step - loss: 6010.8477 - mean_absolute_error: 55.3561 - val_loss: 10548.3020 - val_mean_absolute_error: 69.6625
Epoch 1252/5000
148/148 [==============================] - 0s 20us/step - loss: 6009.4258 - mean_absolute_error: 55.3492 - val_loss: 10546.8274 - val_mean_absolute_error: 69.6560
Epoch 1253/5000
148/148 [==============================] - 0s 34us/step - loss: 6008.0039 - mean_absolute_error: 55.3421 - val_loss: 10545.3187 - val_mean_absolute_error: 69.6494
Epoch 1254/5000
148/148 [==============================] - 0s 27us/step - loss: 6006.5889 - mean_absolute_error: 55.3351 - val_loss: 10543.8086 - val_mean_absolute_error: 69.6427
Epoch 1255/5000
148/148 [==============================] - 0s 20us/step - loss: 6005.1753 - mean_absolute_error: 55.3282 - val_loss: 10542.3804 - val_mean_absolute_error: 69.6362
Epoch 1256/5000
148/148 [==============================] - 0s 27us/step - loss: 6003.7549 - mean_absolute_error: 55.3212 - val_loss: 10540.9505 - val_mean_absolute_error: 69.6298
Epoch 1257/5000
148/148 [==============================] - 0s 34us/step - loss: 6002.3403 - mean_absolute_error: 55.3143 - val_loss: 10539.5033 - val_mean_absolute_error: 69.6234
Epoch 1258/5000
148/148 [==============================] - 0s 41us/step - loss: 6000.9229 - mean_absolute_error: 55.3073 - val_loss: 10538.0447 - val_mean_absolute_error: 69.6172
Epoch 1259/5000
148/148 [==============================] - 0s 27us/step - loss: 5999.5015 - mean_absolute_error: 55.3004 - val_loss: 10536.6016 - val_mean_absolute_error: 69.6109
Epoch 1260/5000
148/148 [==============================] - 0s 27us/step - loss: 5998.0859 - mean_absolute_error: 55.2933 - val_loss: 10535.1666 - val_mean_absolute_error: 69.6046
Epoch 1261/5000
148/148 [==============================] - 0s 27us/step - loss: 5996.6724 - mean_absolute_error: 55.2863 - val_loss: 10533.7124 - val_mean_absolute_error: 69.5982
Epoch 1262/5000
148/148 [==============================] - 0s 34us/step - loss: 5995.2583 - mean_absolute_error: 55.2794 - val_loss: 10532.2489 - val_mean_absolute_error: 69.5918
Epoch 1263/5000
148/148 [==============================] - 0s 27us/step - loss: 5993.8408 - mean_absolute_error: 55.2726 - val_loss: 10530.8609 - val_mean_absolute_error: 69.5855
Epoch 1264/5000
148/148 [==============================] - 0s 27us/step - loss: 5992.4312 - mean_absolute_error: 55.2655 - val_loss: 10529.4598 - val_mean_absolute_error: 69.5791
Epoch 1265/5000
148/148 [==============================] - 0s 27us/step - loss: 5991.0181 - mean_absolute_error: 55.2585 - val_loss: 10528.0400 - val_mean_absolute_error: 69.5727
Epoch 1266/5000
148/148 [==============================] - 0s 27us/step - loss: 5989.6108 - mean_absolute_error: 55.2515 - val_loss: 10526.6145 - val_mean_absolute_error: 69.5662
Epoch 1267/5000
148/148 [==============================] - 0s 27us/step - loss: 5988.1958 - mean_absolute_error: 55.2444 - val_loss: 10525.1804 - val_mean_absolute_error: 69.5597
Epoch 1268/5000
148/148 [==============================] - 0s 34us/step - loss: 5986.7832 - mean_absolute_error: 55.2372 - val_loss: 10523.7204 - val_mean_absolute_error: 69.5532
Epoch 1269/5000
148/148 [==============================] - 0s 27us/step - loss: 5985.3701 - mean_absolute_error: 55.2303 - val_loss: 10522.2474 - val_mean_absolute_error: 69.5467
Epoch 1270/5000
148/148 [==============================] - 0s 20us/step - loss: 5983.9585 - mean_absolute_error: 55.2236 - val_loss: 10520.7586 - val_mean_absolute_error: 69.5400
Epoch 1271/5000
148/148 [==============================] - 0s 20us/step - loss: 5982.5522 - mean_absolute_error: 55.2170 - val_loss: 10519.2891 - val_mean_absolute_error: 69.5334
Epoch 1272/5000
148/148 [==============================] - 0s 27us/step - loss: 5981.1455 - mean_absolute_error: 55.2103 - val_loss: 10517.8376 - val_mean_absolute_error: 69.5270
Epoch 1273/5000
148/148 [==============================] - 0s 34us/step - loss: 5979.7339 - mean_absolute_error: 55.2035 - val_loss: 10516.3884 - val_mean_absolute_error: 69.5206
Epoch 1274/5000
148/148 [==============================] - 0s 20us/step - loss: 5978.3271 - mean_absolute_error: 55.1967 - val_loss: 10515.0285 - val_mean_absolute_error: 69.5144
Epoch 1275/5000
148/148 [==============================] - 0s 34us/step - loss: 5976.9214 - mean_absolute_error: 55.1897 - val_loss: 10513.6632 - val_mean_absolute_error: 69.5083
Epoch 1276/5000
148/148 [==============================] - 0s 27us/step - loss: 5975.5210 - mean_absolute_error: 55.1829 - val_loss: 10512.2626 - val_mean_absolute_error: 69.5019
Epoch 1277/5000
148/148 [==============================] - 0s 34us/step - loss: 5974.1152 - mean_absolute_error: 55.1762 - val_loss: 10510.8172 - val_mean_absolute_error: 69.4953
Epoch 1278/5000
148/148 [==============================] - 0s 27us/step - loss: 5972.7109 - mean_absolute_error: 55.1696 - val_loss: 10509.3612 - val_mean_absolute_error: 69.4888
Epoch 1279/5000
148/148 [==============================] - 0s 27us/step - loss: 5971.3110 - mean_absolute_error: 55.1630 - val_loss: 10507.9101 - val_mean_absolute_error: 69.4824
Epoch 1280/5000
148/148 [==============================] - 0s 20us/step - loss: 5969.9048 - mean_absolute_error: 55.1562 - val_loss: 10506.4592 - val_mean_absolute_error: 69.4760
Epoch 1281/5000
148/148 [==============================] - 0s 20us/step - loss: 5968.5049 - mean_absolute_error: 55.1493 - val_loss: 10505.0170 - val_mean_absolute_error: 69.4696
Epoch 1282/5000
148/148 [==============================] - 0s 27us/step - loss: 5967.1138 - mean_absolute_error: 55.1425 - val_loss: 10503.6511 - val_mean_absolute_error: 69.4633
Epoch 1283/5000
148/148 [==============================] - 0s 27us/step - loss: 5965.7139 - mean_absolute_error: 55.1357 - val_loss: 10502.2750 - val_mean_absolute_error: 69.4571
Epoch 1284/5000
148/148 [==============================] - 0s 27us/step - loss: 5964.3047 - mean_absolute_error: 55.1289 - val_loss: 10500.8765 - val_mean_absolute_error: 69.4508
Epoch 1285/5000
148/148 [==============================] - 0s 27us/step - loss: 5962.9136 - mean_absolute_error: 55.1223 - val_loss: 10499.4522 - val_mean_absolute_error: 69.4444
Epoch 1286/5000
148/148 [==============================] - 0s 20us/step - loss: 5961.5181 - mean_absolute_error: 55.1155 - val_loss: 10498.0252 - val_mean_absolute_error: 69.4378
Epoch 1287/5000
148/148 [==============================] - 0s 34us/step - loss: 5960.1279 - mean_absolute_error: 55.1088 - val_loss: 10496.6029 - val_mean_absolute_error: 69.4313
Epoch 1288/5000
148/148 [==============================] - 0s 34us/step - loss: 5958.7476 - mean_absolute_error: 55.1019 - val_loss: 10495.1791 - val_mean_absolute_error: 69.4247
Epoch 1289/5000
148/148 [==============================] - 0s 27us/step - loss: 5957.3696 - mean_absolute_error: 55.0952 - val_loss: 10493.7588 - val_mean_absolute_error: 69.4182
Epoch 1290/5000
148/148 [==============================] - 0s 27us/step - loss: 5955.9873 - mean_absolute_error: 55.0886 - val_loss: 10492.3261 - val_mean_absolute_error: 69.4119
Epoch 1291/5000
148/148 [==============================] - 0s 27us/step - loss: 5954.6035 - mean_absolute_error: 55.0820 - val_loss: 10490.8831 - val_mean_absolute_error: 69.4054
Epoch 1292/5000
148/148 [==============================] - 0s 34us/step - loss: 5953.2378 - mean_absolute_error: 55.0756 - val_loss: 10489.5070 - val_mean_absolute_error: 69.3991
Epoch 1293/5000
148/148 [==============================] - 0s 27us/step - loss: 5951.8545 - mean_absolute_error: 55.0689 - val_loss: 10488.0903 - val_mean_absolute_error: 69.3927
Epoch 1294/5000
148/148 [==============================] - 0s 20us/step - loss: 5950.4766 - mean_absolute_error: 55.0622 - val_loss: 10486.6493 - val_mean_absolute_error: 69.3861
Epoch 1295/5000
148/148 [==============================] - 0s 20us/step - loss: 5949.1147 - mean_absolute_error: 55.0556 - val_loss: 10485.2116 - val_mean_absolute_error: 69.3797
Epoch 1296/5000
148/148 [==============================] - 0s 20us/step - loss: 5947.7549 - mean_absolute_error: 55.0491 - val_loss: 10483.7726 - val_mean_absolute_error: 69.3733
Epoch 1297/5000
148/148 [==============================] - 0s 20us/step - loss: 5946.3892 - mean_absolute_error: 55.0427 - val_loss: 10482.3293 - val_mean_absolute_error: 69.3669
Epoch 1298/5000
148/148 [==============================] - 0s 34us/step - loss: 5945.0190 - mean_absolute_error: 55.0364 - val_loss: 10480.8965 - val_mean_absolute_error: 69.3606
Epoch 1299/5000
148/148 [==============================] - 0s 27us/step - loss: 5943.6714 - mean_absolute_error: 55.0300 - val_loss: 10479.5502 - val_mean_absolute_error: 69.3543
Epoch 1300/5000
148/148 [==============================] - 0s 27us/step - loss: 5942.3066 - mean_absolute_error: 55.0234 - val_loss: 10478.1627 - val_mean_absolute_error: 69.3478
Epoch 1301/5000
148/148 [==============================] - 0s 20us/step - loss: 5940.9370 - mean_absolute_error: 55.0167 - val_loss: 10476.7577 - val_mean_absolute_error: 69.3411
Epoch 1302/5000
148/148 [==============================] - 0s 27us/step - loss: 5939.5776 - mean_absolute_error: 55.0100 - val_loss: 10475.3396 - val_mean_absolute_error: 69.3346
Epoch 1303/5000
148/148 [==============================] - 0s 27us/step - loss: 5938.2256 - mean_absolute_error: 55.0034 - val_loss: 10473.9239 - val_mean_absolute_error: 69.3281
Epoch 1304/5000
148/148 [==============================] - 0s 27us/step - loss: 5936.8667 - mean_absolute_error: 54.9969 - val_loss: 10472.5083 - val_mean_absolute_error: 69.3216
Epoch 1305/5000
148/148 [==============================] - 0s 34us/step - loss: 5935.5044 - mean_absolute_error: 54.9904 - val_loss: 10471.0818 - val_mean_absolute_error: 69.3152
Epoch 1306/5000
148/148 [==============================] - 0s 27us/step - loss: 5934.1392 - mean_absolute_error: 54.9841 - val_loss: 10469.6358 - val_mean_absolute_error: 69.3086
Epoch 1307/5000
148/148 [==============================] - 0s 27us/step - loss: 5932.7808 - mean_absolute_error: 54.9777 - val_loss: 10468.1725 - val_mean_absolute_error: 69.3019
Epoch 1308/5000
148/148 [==============================] - 0s 27us/step - loss: 5931.4248 - mean_absolute_error: 54.9713 - val_loss: 10466.7172 - val_mean_absolute_error: 69.2952
Epoch 1309/5000
148/148 [==============================] - 0s 27us/step - loss: 5930.0786 - mean_absolute_error: 54.9649 - val_loss: 10465.3222 - val_mean_absolute_error: 69.2886
Epoch 1310/5000
148/148 [==============================] - 0s 20us/step - loss: 5928.7148 - mean_absolute_error: 54.9584 - val_loss: 10463.9078 - val_mean_absolute_error: 69.2820
Epoch 1311/5000
148/148 [==============================] - 0s 34us/step - loss: 5927.3608 - mean_absolute_error: 54.9520 - val_loss: 10462.4862 - val_mean_absolute_error: 69.2754
Epoch 1312/5000
148/148 [==============================] - 0s 27us/step - loss: 5926.0044 - mean_absolute_error: 54.9456 - val_loss: 10461.0567 - val_mean_absolute_error: 69.2689
Epoch 1313/5000
148/148 [==============================] - 0s 27us/step - loss: 5924.6538 - mean_absolute_error: 54.9392 - val_loss: 10459.6165 - val_mean_absolute_error: 69.2624
Epoch 1314/5000
148/148 [==============================] - 0s 27us/step - loss: 5923.3032 - mean_absolute_error: 54.9329 - val_loss: 10458.2492 - val_mean_absolute_error: 69.2559
Epoch 1315/5000
148/148 [==============================] - 0s 34us/step - loss: 5921.9517 - mean_absolute_error: 54.9263 - val_loss: 10456.8587 - val_mean_absolute_error: 69.2493
Epoch 1316/5000
148/148 [==============================] - 0s 27us/step - loss: 5920.6045 - mean_absolute_error: 54.9199 - val_loss: 10455.4574 - val_mean_absolute_error: 69.2426
Epoch 1317/5000
148/148 [==============================] - 0s 34us/step - loss: 5919.2515 - mean_absolute_error: 54.9135 - val_loss: 10454.0287 - val_mean_absolute_error: 69.2358
Epoch 1318/5000
148/148 [==============================] - 0s 27us/step - loss: 5917.9004 - mean_absolute_error: 54.9072 - val_loss: 10452.5851 - val_mean_absolute_error: 69.2291
Epoch 1319/5000
148/148 [==============================] - 0s 20us/step - loss: 5916.5493 - mean_absolute_error: 54.9008 - val_loss: 10451.1112 - val_mean_absolute_error: 69.2223
Epoch 1320/5000
148/148 [==============================] - 0s 34us/step - loss: 5915.2026 - mean_absolute_error: 54.8944 - val_loss: 10449.6499 - val_mean_absolute_error: 69.2156
Epoch 1321/5000
148/148 [==============================] - 0s 20us/step - loss: 5913.8594 - mean_absolute_error: 54.8880 - val_loss: 10448.2160 - val_mean_absolute_error: 69.2090
Epoch 1322/5000
148/148 [==============================] - 0s 27us/step - loss: 5912.5054 - mean_absolute_error: 54.8815 - val_loss: 10446.7873 - val_mean_absolute_error: 69.2024
Epoch 1323/5000
148/148 [==============================] - 0s 27us/step - loss: 5911.1519 - mean_absolute_error: 54.8752 - val_loss: 10445.3606 - val_mean_absolute_error: 69.1959
Epoch 1324/5000
148/148 [==============================] - 0s 20us/step - loss: 5909.7964 - mean_absolute_error: 54.8689 - val_loss: 10443.9223 - val_mean_absolute_error: 69.1893
Epoch 1325/5000
148/148 [==============================] - 0s 34us/step - loss: 5908.4644 - mean_absolute_error: 54.8627 - val_loss: 10442.5515 - val_mean_absolute_error: 69.1828
Epoch 1326/5000
148/148 [==============================] - 0s 34us/step - loss: 5907.1123 - mean_absolute_error: 54.8563 - val_loss: 10441.2444 - val_mean_absolute_error: 69.1763
Epoch 1327/5000
148/148 [==============================] - 0s 27us/step - loss: 5905.7656 - mean_absolute_error: 54.8497 - val_loss: 10439.8910 - val_mean_absolute_error: 69.1696
Epoch 1328/5000
148/148 [==============================] - 0s 27us/step - loss: 5904.4268 - mean_absolute_error: 54.8431 - val_loss: 10438.4922 - val_mean_absolute_error: 69.1629
Epoch 1329/5000
148/148 [==============================] - 0s 20us/step - loss: 5903.0894 - mean_absolute_error: 54.8367 - val_loss: 10437.0570 - val_mean_absolute_error: 69.1562
Epoch 1330/5000
148/148 [==============================] - 0s 34us/step - loss: 5901.7676 - mean_absolute_error: 54.8305 - val_loss: 10435.6260 - val_mean_absolute_error: 69.1495
Epoch 1331/5000
148/148 [==============================] - 0s 27us/step - loss: 5900.4419 - mean_absolute_error: 54.8243 - val_loss: 10434.2126 - val_mean_absolute_error: 69.1428
Epoch 1332/5000
148/148 [==============================] - 0s 20us/step - loss: 5899.1113 - mean_absolute_error: 54.8182 - val_loss: 10432.7910 - val_mean_absolute_error: 69.1361
Epoch 1333/5000
148/148 [==============================] - 0s 27us/step - loss: 5897.7856 - mean_absolute_error: 54.8122 - val_loss: 10431.3542 - val_mean_absolute_error: 69.1293
Epoch 1334/5000
148/148 [==============================] - 0s 27us/step - loss: 5896.4678 - mean_absolute_error: 54.8061 - val_loss: 10429.9081 - val_mean_absolute_error: 69.1225
Epoch 1335/5000
148/148 [==============================] - 0s 27us/step - loss: 5895.1504 - mean_absolute_error: 54.7999 - val_loss: 10428.4699 - val_mean_absolute_error: 69.1157
Epoch 1336/5000
148/148 [==============================] - 0s 27us/step - loss: 5893.8369 - mean_absolute_error: 54.7936 - val_loss: 10427.0199 - val_mean_absolute_error: 69.1089
Epoch 1337/5000
148/148 [==============================] - 0s 27us/step - loss: 5892.5288 - mean_absolute_error: 54.7874 - val_loss: 10425.5823 - val_mean_absolute_error: 69.1022
Epoch 1338/5000
148/148 [==============================] - 0s 27us/step - loss: 5891.2183 - mean_absolute_error: 54.7813 - val_loss: 10424.1735 - val_mean_absolute_error: 69.0955
Epoch 1339/5000
148/148 [==============================] - 0s 27us/step - loss: 5889.9048 - mean_absolute_error: 54.7751 - val_loss: 10422.7743 - val_mean_absolute_error: 69.0889
Epoch 1340/5000
148/148 [==============================] - 0s 20us/step - loss: 5888.5972 - mean_absolute_error: 54.7688 - val_loss: 10421.4655 - val_mean_absolute_error: 69.0826
Epoch 1341/5000
148/148 [==============================] - 0s 34us/step - loss: 5887.2964 - mean_absolute_error: 54.7624 - val_loss: 10420.1351 - val_mean_absolute_error: 69.0765
Epoch 1342/5000
148/148 [==============================] - 0s 27us/step - loss: 5885.9888 - mean_absolute_error: 54.7561 - val_loss: 10418.7753 - val_mean_absolute_error: 69.0703
Epoch 1343/5000
148/148 [==============================] - 0s 20us/step - loss: 5884.6743 - mean_absolute_error: 54.7499 - val_loss: 10417.3979 - val_mean_absolute_error: 69.0640
Epoch 1344/5000
148/148 [==============================] - 0s 27us/step - loss: 5883.3740 - mean_absolute_error: 54.7438 - val_loss: 10416.0177 - val_mean_absolute_error: 69.0578
Epoch 1345/5000
148/148 [==============================] - 0s 27us/step - loss: 5882.0728 - mean_absolute_error: 54.7376 - val_loss: 10414.7090 - val_mean_absolute_error: 69.0515
Epoch 1346/5000
148/148 [==============================] - 0s 27us/step - loss: 5880.7632 - mean_absolute_error: 54.7311 - val_loss: 10413.3801 - val_mean_absolute_error: 69.0452
Epoch 1347/5000
148/148 [==============================] - 0s 27us/step - loss: 5879.4697 - mean_absolute_error: 54.7247 - val_loss: 10412.0539 - val_mean_absolute_error: 69.0388
Epoch 1348/5000
148/148 [==============================] - 0s 27us/step - loss: 5878.1738 - mean_absolute_error: 54.7183 - val_loss: 10410.7265 - val_mean_absolute_error: 69.0325
Epoch 1349/5000
148/148 [==============================] - 0s 20us/step - loss: 5876.8765 - mean_absolute_error: 54.7120 - val_loss: 10409.3685 - val_mean_absolute_error: 69.0262
Epoch 1350/5000
148/148 [==============================] - 0s 27us/step - loss: 5875.5742 - mean_absolute_error: 54.7059 - val_loss: 10407.9814 - val_mean_absolute_error: 69.0198
Epoch 1351/5000
148/148 [==============================] - 0s 27us/step - loss: 5874.2749 - mean_absolute_error: 54.6998 - val_loss: 10406.5572 - val_mean_absolute_error: 69.0135
Epoch 1352/5000
148/148 [==============================] - 0s 27us/step - loss: 5872.9702 - mean_absolute_error: 54.6937 - val_loss: 10405.1227 - val_mean_absolute_error: 69.0072
Epoch 1353/5000
148/148 [==============================] - 0s 27us/step - loss: 5871.6724 - mean_absolute_error: 54.6875 - val_loss: 10403.6993 - val_mean_absolute_error: 69.0010
Epoch 1354/5000
148/148 [==============================] - 0s 27us/step - loss: 5870.3857 - mean_absolute_error: 54.6814 - val_loss: 10402.3771 - val_mean_absolute_error: 68.9948
Epoch 1355/5000
148/148 [==============================] - 0s 20us/step - loss: 5869.0894 - mean_absolute_error: 54.6752 - val_loss: 10401.0554 - val_mean_absolute_error: 68.9885
Epoch 1356/5000
148/148 [==============================] - 0s 27us/step - loss: 5867.7930 - mean_absolute_error: 54.6688 - val_loss: 10399.7173 - val_mean_absolute_error: 68.9821
Epoch 1357/5000
148/148 [==============================] - 0s 27us/step - loss: 5866.5029 - mean_absolute_error: 54.6624 - val_loss: 10398.3565 - val_mean_absolute_error: 68.9757
Epoch 1358/5000
148/148 [==============================] - 0s 34us/step - loss: 5865.2178 - mean_absolute_error: 54.6562 - val_loss: 10396.9811 - val_mean_absolute_error: 68.9694
Epoch 1359/5000
148/148 [==============================] - 0s 27us/step - loss: 5863.9248 - mean_absolute_error: 54.6499 - val_loss: 10395.6069 - val_mean_absolute_error: 68.9631
Epoch 1360/5000
148/148 [==============================] - 0s 34us/step - loss: 5862.6338 - mean_absolute_error: 54.6438 - val_loss: 10394.3158 - val_mean_absolute_error: 68.9570
Epoch 1361/5000
148/148 [==============================] - 0s 27us/step - loss: 5861.3359 - mean_absolute_error: 54.6375 - val_loss: 10393.0069 - val_mean_absolute_error: 68.9509
Epoch 1362/5000
148/148 [==============================] - 0s 27us/step - loss: 5860.0391 - mean_absolute_error: 54.6311 - val_loss: 10391.6761 - val_mean_absolute_error: 68.9446
Epoch 1363/5000
148/148 [==============================] - 0s 34us/step - loss: 5858.7349 - mean_absolute_error: 54.6247 - val_loss: 10390.3280 - val_mean_absolute_error: 68.9383
Epoch 1364/5000
148/148 [==============================] - 0s 27us/step - loss: 5857.4414 - mean_absolute_error: 54.6182 - val_loss: 10388.9740 - val_mean_absolute_error: 68.9319
Epoch 1365/5000
148/148 [==============================] - 0s 27us/step - loss: 5856.1475 - mean_absolute_error: 54.6118 - val_loss: 10387.6247 - val_mean_absolute_error: 68.9255
Epoch 1366/5000
148/148 [==============================] - 0s 27us/step - loss: 5854.8423 - mean_absolute_error: 54.6055 - val_loss: 10386.2691 - val_mean_absolute_error: 68.9191
Epoch 1367/5000
148/148 [==============================] - 0s 27us/step - loss: 5853.5376 - mean_absolute_error: 54.5992 - val_loss: 10384.8738 - val_mean_absolute_error: 68.9128
Epoch 1368/5000
148/148 [==============================] - 0s 20us/step - loss: 5852.2407 - mean_absolute_error: 54.5931 - val_loss: 10383.5252 - val_mean_absolute_error: 68.9063
Epoch 1369/5000
148/148 [==============================] - 0s 27us/step - loss: 5850.9424 - mean_absolute_error: 54.5868 - val_loss: 10382.1593 - val_mean_absolute_error: 68.9000
Epoch 1370/5000
148/148 [==============================] - 0s 27us/step - loss: 5849.6387 - mean_absolute_error: 54.5805 - val_loss: 10380.7917 - val_mean_absolute_error: 68.8936
Epoch 1371/5000
148/148 [==============================] - 0s 27us/step - loss: 5848.3418 - mean_absolute_error: 54.5742 - val_loss: 10379.4362 - val_mean_absolute_error: 68.8873
Epoch 1372/5000
148/148 [==============================] - 0s 20us/step - loss: 5847.0532 - mean_absolute_error: 54.5681 - val_loss: 10378.0642 - val_mean_absolute_error: 68.8809
Epoch 1373/5000
148/148 [==============================] - 0s 27us/step - loss: 5845.7549 - mean_absolute_error: 54.5618 - val_loss: 10376.6723 - val_mean_absolute_error: 68.8746
Epoch 1374/5000
148/148 [==============================] - 0s 27us/step - loss: 5844.4595 - mean_absolute_error: 54.5555 - val_loss: 10375.3773 - val_mean_absolute_error: 68.8683
Epoch 1375/5000
148/148 [==============================] - 0s 27us/step - loss: 5843.1655 - mean_absolute_error: 54.5490 - val_loss: 10374.0783 - val_mean_absolute_error: 68.8619
Epoch 1376/5000
148/148 [==============================] - 0s 27us/step - loss: 5841.8701 - mean_absolute_error: 54.5426 - val_loss: 10372.7711 - val_mean_absolute_error: 68.8555
Epoch 1377/5000
148/148 [==============================] - 0s 20us/step - loss: 5840.5757 - mean_absolute_error: 54.5364 - val_loss: 10371.4294 - val_mean_absolute_error: 68.8492
Epoch 1378/5000
148/148 [==============================] - 0s 27us/step - loss: 5839.2881 - mean_absolute_error: 54.5302 - val_loss: 10370.0420 - val_mean_absolute_error: 68.8428
Epoch 1379/5000
148/148 [==============================] - 0s 27us/step - loss: 5837.9922 - mean_absolute_error: 54.5240 - val_loss: 10368.6521 - val_mean_absolute_error: 68.8365
Epoch 1380/5000
148/148 [==============================] - 0s 27us/step - loss: 5836.7021 - mean_absolute_error: 54.5178 - val_loss: 10367.3490 - val_mean_absolute_error: 68.8302
Epoch 1381/5000
148/148 [==============================] - 0s 27us/step - loss: 5835.4097 - mean_absolute_error: 54.5113 - val_loss: 10366.0351 - val_mean_absolute_error: 68.8240
Epoch 1382/5000
148/148 [==============================] - 0s 20us/step - loss: 5834.1216 - mean_absolute_error: 54.5049 - val_loss: 10364.7213 - val_mean_absolute_error: 68.8176
Epoch 1383/5000
148/148 [==============================] - 0s 27us/step - loss: 5832.8291 - mean_absolute_error: 54.4986 - val_loss: 10363.3931 - val_mean_absolute_error: 68.8113
Epoch 1384/5000
148/148 [==============================] - 0s 27us/step - loss: 5831.5386 - mean_absolute_error: 54.4923 - val_loss: 10362.0414 - val_mean_absolute_error: 68.8049
Epoch 1385/5000
148/148 [==============================] - 0s 27us/step - loss: 5830.2471 - mean_absolute_error: 54.4861 - val_loss: 10360.6837 - val_mean_absolute_error: 68.7986
Epoch 1386/5000
148/148 [==============================] - 0s 27us/step - loss: 5828.9634 - mean_absolute_error: 54.4798 - val_loss: 10359.3291 - val_mean_absolute_error: 68.7923
Epoch 1387/5000
148/148 [==============================] - 0s 27us/step - loss: 5827.6670 - mean_absolute_error: 54.4734 - val_loss: 10357.9696 - val_mean_absolute_error: 68.7858
Epoch 1388/5000
148/148 [==============================] - 0s 20us/step - loss: 5826.3828 - mean_absolute_error: 54.4669 - val_loss: 10356.5940 - val_mean_absolute_error: 68.7794
Epoch 1389/5000
148/148 [==============================] - 0s 27us/step - loss: 5825.0967 - mean_absolute_error: 54.4606 - val_loss: 10355.2924 - val_mean_absolute_error: 68.7731
Epoch 1390/5000
148/148 [==============================] - 0s 27us/step - loss: 5823.8120 - mean_absolute_error: 54.4541 - val_loss: 10353.9820 - val_mean_absolute_error: 68.7669
Epoch 1391/5000
148/148 [==============================] - 0s 34us/step - loss: 5822.5264 - mean_absolute_error: 54.4477 - val_loss: 10352.6619 - val_mean_absolute_error: 68.7606
Epoch 1392/5000
148/148 [==============================] - 0s 27us/step - loss: 5821.2373 - mean_absolute_error: 54.4414 - val_loss: 10351.3039 - val_mean_absolute_error: 68.7543
Epoch 1393/5000
148/148 [==============================] - 0s 34us/step - loss: 5819.9624 - mean_absolute_error: 54.4353 - val_loss: 10350.0051 - val_mean_absolute_error: 68.7480
Epoch 1394/5000
148/148 [==============================] - 0s 27us/step - loss: 5818.6694 - mean_absolute_error: 54.4289 - val_loss: 10348.6994 - val_mean_absolute_error: 68.7416
Epoch 1395/5000
148/148 [==============================] - 0s 27us/step - loss: 5817.3823 - mean_absolute_error: 54.4225 - val_loss: 10347.3828 - val_mean_absolute_error: 68.7352
Epoch 1396/5000
148/148 [==============================] - 0s 20us/step - loss: 5816.1069 - mean_absolute_error: 54.4160 - val_loss: 10346.0626 - val_mean_absolute_error: 68.7289
Epoch 1397/5000
148/148 [==============================] - 0s 34us/step - loss: 5814.8257 - mean_absolute_error: 54.4097 - val_loss: 10344.7365 - val_mean_absolute_error: 68.7227
Epoch 1398/5000
148/148 [==============================] - 0s 20us/step - loss: 5813.5439 - mean_absolute_error: 54.4034 - val_loss: 10343.4171 - val_mean_absolute_error: 68.7164
Epoch 1399/5000
148/148 [==============================] - 0s 20us/step - loss: 5812.2578 - mean_absolute_error: 54.3972 - val_loss: 10342.0909 - val_mean_absolute_error: 68.7101
Epoch 1400/5000
148/148 [==============================] - 0s 27us/step - loss: 5810.9805 - mean_absolute_error: 54.3908 - val_loss: 10340.7440 - val_mean_absolute_error: 68.7038
Epoch 1401/5000
148/148 [==============================] - 0s 27us/step - loss: 5809.6958 - mean_absolute_error: 54.3844 - val_loss: 10339.3900 - val_mean_absolute_error: 68.6975
Epoch 1402/5000
148/148 [==============================] - 0s 27us/step - loss: 5808.4233 - mean_absolute_error: 54.3781 - val_loss: 10338.0979 - val_mean_absolute_error: 68.6913
Epoch 1403/5000
148/148 [==============================] - 0s 27us/step - loss: 5807.1475 - mean_absolute_error: 54.3717 - val_loss: 10336.7890 - val_mean_absolute_error: 68.6852
Epoch 1404/5000
148/148 [==============================] - 0s 27us/step - loss: 5805.8765 - mean_absolute_error: 54.3653 - val_loss: 10335.4621 - val_mean_absolute_error: 68.6789
Epoch 1405/5000
148/148 [==============================] - 0s 27us/step - loss: 5804.6025 - mean_absolute_error: 54.3590 - val_loss: 10334.1214 - val_mean_absolute_error: 68.6726
Epoch 1406/5000
148/148 [==============================] - 0s 27us/step - loss: 5803.3257 - mean_absolute_error: 54.3528 - val_loss: 10332.8507 - val_mean_absolute_error: 68.6663
Epoch 1407/5000
148/148 [==============================] - 0s 34us/step - loss: 5802.0547 - mean_absolute_error: 54.3464 - val_loss: 10331.5375 - val_mean_absolute_error: 68.6599
Epoch 1408/5000
148/148 [==============================] - 0s 27us/step - loss: 5800.7822 - mean_absolute_error: 54.3401 - val_loss: 10330.1733 - val_mean_absolute_error: 68.6534
Epoch 1409/5000
148/148 [==============================] - 0s 20us/step - loss: 5799.5151 - mean_absolute_error: 54.3339 - val_loss: 10328.8110 - val_mean_absolute_error: 68.6470
Epoch 1410/5000
148/148 [==============================] - 0s 41us/step - loss: 5798.2441 - mean_absolute_error: 54.3277 - val_loss: 10327.4558 - val_mean_absolute_error: 68.6406
Epoch 1411/5000
148/148 [==============================] - 0s 20us/step - loss: 5796.9795 - mean_absolute_error: 54.3215 - val_loss: 10326.1925 - val_mean_absolute_error: 68.6345
Epoch 1412/5000
148/148 [==============================] - 0s 34us/step - loss: 5795.7139 - mean_absolute_error: 54.3150 - val_loss: 10324.9291 - val_mean_absolute_error: 68.6285
Epoch 1413/5000
148/148 [==============================] - 0s 27us/step - loss: 5794.4502 - mean_absolute_error: 54.3086 - val_loss: 10323.6805 - val_mean_absolute_error: 68.6224
Epoch 1414/5000
148/148 [==============================] - 0s 27us/step - loss: 5793.1816 - mean_absolute_error: 54.3023 - val_loss: 10322.4185 - val_mean_absolute_error: 68.6165
Epoch 1415/5000
148/148 [==============================] - 0s 27us/step - loss: 5791.9243 - mean_absolute_error: 54.2960 - val_loss: 10321.1309 - val_mean_absolute_error: 68.6104
Epoch 1416/5000
148/148 [==============================] - 0s 27us/step - loss: 5790.6626 - mean_absolute_error: 54.2897 - val_loss: 10319.8193 - val_mean_absolute_error: 68.6042
Epoch 1417/5000
148/148 [==============================] - 0s 27us/step - loss: 5789.3999 - mean_absolute_error: 54.2834 - val_loss: 10318.4787 - val_mean_absolute_error: 68.5980
Epoch 1418/5000
148/148 [==============================] - 0s 20us/step - loss: 5788.1260 - mean_absolute_error: 54.2769 - val_loss: 10317.1136 - val_mean_absolute_error: 68.5917
Epoch 1419/5000
148/148 [==============================] - 0s 34us/step - loss: 5786.8687 - mean_absolute_error: 54.2704 - val_loss: 10315.7336 - val_mean_absolute_error: 68.5854
Epoch 1420/5000
148/148 [==============================] - 0s 34us/step - loss: 5785.6123 - mean_absolute_error: 54.2641 - val_loss: 10314.3655 - val_mean_absolute_error: 68.5790
Epoch 1421/5000
148/148 [==============================] - 0s 20us/step - loss: 5784.3516 - mean_absolute_error: 54.2578 - val_loss: 10313.0910 - val_mean_absolute_error: 68.5728
Epoch 1422/5000
148/148 [==============================] - 0s 34us/step - loss: 5783.0889 - mean_absolute_error: 54.2513 - val_loss: 10311.8139 - val_mean_absolute_error: 68.5667
Epoch 1423/5000
148/148 [==============================] - 0s 27us/step - loss: 5781.8262 - mean_absolute_error: 54.2450 - val_loss: 10310.5109 - val_mean_absolute_error: 68.5605
Epoch 1424/5000
148/148 [==============================] - 0s 27us/step - loss: 5780.5601 - mean_absolute_error: 54.2387 - val_loss: 10309.1698 - val_mean_absolute_error: 68.5543
Epoch 1425/5000
148/148 [==============================] - 0s 20us/step - loss: 5779.3120 - mean_absolute_error: 54.2326 - val_loss: 10307.9043 - val_mean_absolute_error: 68.5481
Epoch 1426/5000
148/148 [==============================] - 0s 34us/step - loss: 5778.0576 - mean_absolute_error: 54.2261 - val_loss: 10306.6961 - val_mean_absolute_error: 68.5420
Epoch 1427/5000
148/148 [==============================] - 0s 20us/step - loss: 5776.7896 - mean_absolute_error: 54.2194 - val_loss: 10305.4473 - val_mean_absolute_error: 68.5358
Epoch 1428/5000
148/148 [==============================] - 0s 27us/step - loss: 5775.5259 - mean_absolute_error: 54.2128 - val_loss: 10304.1639 - val_mean_absolute_error: 68.5296
Epoch 1429/5000
148/148 [==============================] - 0s 27us/step - loss: 5774.2822 - mean_absolute_error: 54.2064 - val_loss: 10302.8530 - val_mean_absolute_error: 68.5234
Epoch 1430/5000
148/148 [==============================] - 0s 27us/step - loss: 5773.0298 - mean_absolute_error: 54.2002 - val_loss: 10301.5507 - val_mean_absolute_error: 68.5171
Epoch 1431/5000
148/148 [==============================] - 0s 20us/step - loss: 5771.7715 - mean_absolute_error: 54.1937 - val_loss: 10300.2733 - val_mean_absolute_error: 68.5109
Epoch 1432/5000
148/148 [==============================] - 0s 34us/step - loss: 5770.5107 - mean_absolute_error: 54.1873 - val_loss: 10298.9970 - val_mean_absolute_error: 68.5049
Epoch 1433/5000
148/148 [==============================] - 0s 27us/step - loss: 5769.2539 - mean_absolute_error: 54.1808 - val_loss: 10297.7234 - val_mean_absolute_error: 68.4989
Epoch 1434/5000
148/148 [==============================] - 0s 27us/step - loss: 5767.9966 - mean_absolute_error: 54.1743 - val_loss: 10296.4280 - val_mean_absolute_error: 68.4930
Epoch 1435/5000
148/148 [==============================] - 0s 27us/step - loss: 5766.7446 - mean_absolute_error: 54.1680 - val_loss: 10295.1035 - val_mean_absolute_error: 68.4871
Epoch 1436/5000
148/148 [==============================] - 0s 20us/step - loss: 5765.4927 - mean_absolute_error: 54.1617 - val_loss: 10293.7584 - val_mean_absolute_error: 68.4810
Epoch 1437/5000
148/148 [==============================] - 0s 27us/step - loss: 5764.2373 - mean_absolute_error: 54.1554 - val_loss: 10292.4007 - val_mean_absolute_error: 68.4749
Epoch 1438/5000
148/148 [==============================] - 0s 20us/step - loss: 5762.9849 - mean_absolute_error: 54.1490 - val_loss: 10291.0413 - val_mean_absolute_error: 68.4686
Epoch 1439/5000
148/148 [==============================] - 0s 34us/step - loss: 5761.7305 - mean_absolute_error: 54.1427 - val_loss: 10289.7817 - val_mean_absolute_error: 68.4623
Epoch 1440/5000
148/148 [==============================] - 0s 34us/step - loss: 5760.4795 - mean_absolute_error: 54.1362 - val_loss: 10288.5104 - val_mean_absolute_error: 68.4561
Epoch 1441/5000
148/148 [==============================] - 0s 20us/step - loss: 5759.2329 - mean_absolute_error: 54.1299 - val_loss: 10287.2025 - val_mean_absolute_error: 68.4500
Epoch 1442/5000
148/148 [==============================] - 0s 34us/step - loss: 5757.9692 - mean_absolute_error: 54.1235 - val_loss: 10285.9489 - val_mean_absolute_error: 68.4440
Epoch 1443/5000
148/148 [==============================] - 0s 27us/step - loss: 5756.6982 - mean_absolute_error: 54.1171 - val_loss: 10284.6613 - val_mean_absolute_error: 68.4381
Epoch 1444/5000
148/148 [==============================] - 0s 20us/step - loss: 5755.4170 - mean_absolute_error: 54.1106 - val_loss: 10283.3476 - val_mean_absolute_error: 68.4322
Epoch 1445/5000
148/148 [==============================] - 0s 34us/step - loss: 5754.1436 - mean_absolute_error: 54.1041 - val_loss: 10282.0291 - val_mean_absolute_error: 68.4261
Epoch 1446/5000
148/148 [==============================] - 0s 27us/step - loss: 5752.8667 - mean_absolute_error: 54.0977 - val_loss: 10280.7105 - val_mean_absolute_error: 68.4199
Epoch 1447/5000
148/148 [==============================] - 0s 20us/step - loss: 5751.5771 - mean_absolute_error: 54.0912 - val_loss: 10279.4021 - val_mean_absolute_error: 68.4136
Epoch 1448/5000
148/148 [==============================] - 0s 27us/step - loss: 5750.3076 - mean_absolute_error: 54.0848 - val_loss: 10278.1702 - val_mean_absolute_error: 68.4075
Epoch 1449/5000
148/148 [==============================] - 0s 27us/step - loss: 5749.0156 - mean_absolute_error: 54.0780 - val_loss: 10276.9164 - val_mean_absolute_error: 68.4014
Epoch 1450/5000
148/148 [==============================] - 0s 20us/step - loss: 5747.7275 - mean_absolute_error: 54.0714 - val_loss: 10275.6421 - val_mean_absolute_error: 68.3954
Epoch 1451/5000
148/148 [==============================] - 0s 27us/step - loss: 5746.4419 - mean_absolute_error: 54.0648 - val_loss: 10274.3195 - val_mean_absolute_error: 68.3895
Epoch 1452/5000
148/148 [==============================] - 0s 34us/step - loss: 5745.1426 - mean_absolute_error: 54.0582 - val_loss: 10272.9469 - val_mean_absolute_error: 68.3836
Epoch 1453/5000
148/148 [==============================] - 0s 27us/step - loss: 5743.8511 - mean_absolute_error: 54.0518 - val_loss: 10271.5554 - val_mean_absolute_error: 68.3775
Epoch 1454/5000
148/148 [==============================] - 0s 27us/step - loss: 5742.5669 - mean_absolute_error: 54.0453 - val_loss: 10270.2331 - val_mean_absolute_error: 68.3715
Epoch 1455/5000
148/148 [==============================] - 0s 27us/step - loss: 5741.2812 - mean_absolute_error: 54.0387 - val_loss: 10268.9005 - val_mean_absolute_error: 68.3654
Epoch 1456/5000
148/148 [==============================] - 0s 27us/step - loss: 5739.9907 - mean_absolute_error: 54.0322 - val_loss: 10267.5573 - val_mean_absolute_error: 68.3591
Epoch 1457/5000
148/148 [==============================] - 0s 27us/step - loss: 5738.6978 - mean_absolute_error: 54.0258 - val_loss: 10266.3088 - val_mean_absolute_error: 68.3529
Epoch 1458/5000
148/148 [==============================] - 0s 34us/step - loss: 5737.4058 - mean_absolute_error: 54.0190 - val_loss: 10265.0430 - val_mean_absolute_error: 68.3468
Epoch 1459/5000
148/148 [==============================] - 0s 34us/step - loss: 5736.1182 - mean_absolute_error: 54.0124 - val_loss: 10263.7584 - val_mean_absolute_error: 68.3408
Epoch 1460/5000
148/148 [==============================] - 0s 34us/step - loss: 5734.8296 - mean_absolute_error: 54.0059 - val_loss: 10262.4577 - val_mean_absolute_error: 68.3348
Epoch 1461/5000
148/148 [==============================] - 0s 20us/step - loss: 5733.5347 - mean_absolute_error: 53.9992 - val_loss: 10261.1601 - val_mean_absolute_error: 68.3290
Epoch 1462/5000
148/148 [==============================] - 0s 20us/step - loss: 5732.2441 - mean_absolute_error: 53.9925 - val_loss: 10259.8420 - val_mean_absolute_error: 68.3232
Epoch 1463/5000
148/148 [==============================] - 0s 27us/step - loss: 5730.9526 - mean_absolute_error: 53.9860 - val_loss: 10258.5213 - val_mean_absolute_error: 68.3174
Epoch 1464/5000
148/148 [==============================] - 0s 27us/step - loss: 5729.6704 - mean_absolute_error: 53.9799 - val_loss: 10257.1826 - val_mean_absolute_error: 68.3113
Epoch 1465/5000
148/148 [==============================] - 0s 27us/step - loss: 5728.3799 - mean_absolute_error: 53.9743 - val_loss: 10255.8101 - val_mean_absolute_error: 68.3051
Epoch 1466/5000
148/148 [==============================] - 0s 34us/step - loss: 5727.0747 - mean_absolute_error: 53.9687 - val_loss: 10254.4280 - val_mean_absolute_error: 68.2989
Epoch 1467/5000
148/148 [==============================] - 0s 34us/step - loss: 5725.7998 - mean_absolute_error: 53.9631 - val_loss: 10253.1307 - val_mean_absolute_error: 68.2928
Epoch 1468/5000
148/148 [==============================] - 0s 34us/step - loss: 5724.5142 - mean_absolute_error: 53.9574 - val_loss: 10251.8355 - val_mean_absolute_error: 68.2872
Epoch 1469/5000
148/148 [==============================] - 0s 27us/step - loss: 5723.2261 - mean_absolute_error: 53.9517 - val_loss: 10250.5262 - val_mean_absolute_error: 68.2817
Epoch 1470/5000
148/148 [==============================] - 0s 27us/step - loss: 5721.9336 - mean_absolute_error: 53.9462 - val_loss: 10249.2628 - val_mean_absolute_error: 68.2763
Epoch 1471/5000
148/148 [==============================] - 0s 27us/step - loss: 5720.6460 - mean_absolute_error: 53.9406 - val_loss: 10247.9562 - val_mean_absolute_error: 68.2706
Epoch 1472/5000
148/148 [==============================] - 0s 34us/step - loss: 5719.3608 - mean_absolute_error: 53.9352 - val_loss: 10246.6264 - val_mean_absolute_error: 68.2648
Epoch 1473/5000
148/148 [==============================] - 0s 20us/step - loss: 5718.0693 - mean_absolute_error: 53.9298 - val_loss: 10245.3557 - val_mean_absolute_error: 68.2591
Epoch 1474/5000
148/148 [==============================] - 0s 34us/step - loss: 5716.7881 - mean_absolute_error: 53.9243 - val_loss: 10244.0708 - val_mean_absolute_error: 68.2533
Epoch 1475/5000
148/148 [==============================] - 0s 27us/step - loss: 5715.5093 - mean_absolute_error: 53.9188 - val_loss: 10242.7713 - val_mean_absolute_error: 68.2477
Epoch 1476/5000
148/148 [==============================] - 0s 27us/step - loss: 5714.2261 - mean_absolute_error: 53.9132 - val_loss: 10241.4725 - val_mean_absolute_error: 68.2420
Epoch 1477/5000
148/148 [==============================] - 0s 20us/step - loss: 5712.9370 - mean_absolute_error: 53.9074 - val_loss: 10240.1723 - val_mean_absolute_error: 68.2363
Epoch 1478/5000
148/148 [==============================] - 0s 34us/step - loss: 5711.6533 - mean_absolute_error: 53.9017 - val_loss: 10238.8577 - val_mean_absolute_error: 68.2306
Epoch 1479/5000
148/148 [==============================] - 0s 27us/step - loss: 5710.3696 - mean_absolute_error: 53.8962 - val_loss: 10237.5375 - val_mean_absolute_error: 68.2249
Epoch 1480/5000
148/148 [==============================] - 0s 27us/step - loss: 5709.0884 - mean_absolute_error: 53.8907 - val_loss: 10236.1928 - val_mean_absolute_error: 68.2192
Epoch 1481/5000
148/148 [==============================] - 0s 20us/step - loss: 5707.8076 - mean_absolute_error: 53.8852 - val_loss: 10234.8436 - val_mean_absolute_error: 68.2133
Epoch 1482/5000
148/148 [==============================] - 0s 20us/step - loss: 5706.5269 - mean_absolute_error: 53.8796 - val_loss: 10233.5826 - val_mean_absolute_error: 68.2077
Epoch 1483/5000
148/148 [==============================] - 0s 27us/step - loss: 5705.2466 - mean_absolute_error: 53.8737 - val_loss: 10232.2720 - val_mean_absolute_error: 68.2020
Epoch 1484/5000
148/148 [==============================] - 0s 20us/step - loss: 5703.9736 - mean_absolute_error: 53.8680 - val_loss: 10230.9314 - val_mean_absolute_error: 68.1962
Epoch 1485/5000
148/148 [==============================] - 0s 34us/step - loss: 5702.6953 - mean_absolute_error: 53.8625 - val_loss: 10229.5779 - val_mean_absolute_error: 68.1905
Epoch 1486/5000
148/148 [==============================] - 0s 34us/step - loss: 5701.4233 - mean_absolute_error: 53.8570 - val_loss: 10228.3134 - val_mean_absolute_error: 68.1848
Epoch 1487/5000
148/148 [==============================] - 0s 27us/step - loss: 5700.1440 - mean_absolute_error: 53.8514 - val_loss: 10227.0347 - val_mean_absolute_error: 68.1791
Epoch 1488/5000
148/148 [==============================] - 0s 27us/step - loss: 5698.8643 - mean_absolute_error: 53.8459 - val_loss: 10225.8337 - val_mean_absolute_error: 68.1736
Epoch 1489/5000
148/148 [==============================] - 0s 34us/step - loss: 5697.5898 - mean_absolute_error: 53.8406 - val_loss: 10224.6095 - val_mean_absolute_error: 68.1681
Epoch 1490/5000
148/148 [==============================] - 0s 34us/step - loss: 5696.3286 - mean_absolute_error: 53.8353 - val_loss: 10223.3530 - val_mean_absolute_error: 68.1625
Epoch 1491/5000
148/148 [==============================] - 0s 297us/step - loss: 5695.0518 - mean_absolute_error: 53.8299 - val_loss: 10222.0798 - val_mean_absolute_error: 68.1567
Epoch 1492/5000
148/148 [==============================] - 0s 20us/step - loss: 5693.7798 - mean_absolute_error: 53.8244 - val_loss: 10220.7677 - val_mean_absolute_error: 68.1510
Epoch 1493/5000
148/148 [==============================] - 0s 34us/step - loss: 5692.5137 - mean_absolute_error: 53.8191 - val_loss: 10219.4569 - val_mean_absolute_error: 68.1454
Epoch 1494/5000
148/148 [==============================] - 0s 27us/step - loss: 5691.2407 - mean_absolute_error: 53.8139 - val_loss: 10218.1645 - val_mean_absolute_error: 68.1399
Epoch 1495/5000
148/148 [==============================] - 0s 27us/step - loss: 5689.9634 - mean_absolute_error: 53.8087 - val_loss: 10216.8493 - val_mean_absolute_error: 68.1343
Epoch 1496/5000
148/148 [==============================] - 0s 41us/step - loss: 5688.6919 - mean_absolute_error: 53.8036 - val_loss: 10215.5089 - val_mean_absolute_error: 68.1286
Epoch 1497/5000
148/148 [==============================] - 0s 101us/step - loss: 5687.4263 - mean_absolute_error: 53.7985 - val_loss: 10214.1611 - val_mean_absolute_error: 68.1227
Epoch 1498/5000
148/148 [==============================] - 0s 34us/step - loss: 5686.1641 - mean_absolute_error: 53.7932 - val_loss: 10212.8876 - val_mean_absolute_error: 68.1169
Epoch 1499/5000
148/148 [==============================] - 0s 27us/step - loss: 5684.8848 - mean_absolute_error: 53.7876 - val_loss: 10211.6833 - val_mean_absolute_error: 68.1114
Epoch 1500/5000
148/148 [==============================] - 0s 27us/step - loss: 5683.6284 - mean_absolute_error: 53.7821 - val_loss: 10210.4298 - val_mean_absolute_error: 68.1061
Epoch 1501/5000
148/148 [==============================] - 0s 34us/step - loss: 5682.3677 - mean_absolute_error: 53.7767 - val_loss: 10209.1394 - val_mean_absolute_error: 68.1006
Epoch 1502/5000
148/148 [==============================] - 0s 27us/step - loss: 5681.1006 - mean_absolute_error: 53.7714 - val_loss: 10207.8633 - val_mean_absolute_error: 68.0951
Epoch 1503/5000
148/148 [==============================] - 0s 20us/step - loss: 5679.8379 - mean_absolute_error: 53.7662 - val_loss: 10206.5651 - val_mean_absolute_error: 68.0897
Epoch 1504/5000
148/148 [==============================] - 0s 27us/step - loss: 5678.5645 - mean_absolute_error: 53.7611 - val_loss: 10205.2562 - val_mean_absolute_error: 68.0844
Epoch 1505/5000
148/148 [==============================] - 0s 27us/step - loss: 5677.3032 - mean_absolute_error: 53.7560 - val_loss: 10203.9257 - val_mean_absolute_error: 68.0790
Epoch 1506/5000
148/148 [==============================] - 0s 20us/step - loss: 5676.0557 - mean_absolute_error: 53.7510 - val_loss: 10202.6809 - val_mean_absolute_error: 68.0735
Epoch 1507/5000
148/148 [==============================] - 0s 27us/step - loss: 5674.7822 - mean_absolute_error: 53.7455 - val_loss: 10201.4194 - val_mean_absolute_error: 68.0679
Epoch 1508/5000
148/148 [==============================] - 0s 27us/step - loss: 5673.5171 - mean_absolute_error: 53.7400 - val_loss: 10200.1282 - val_mean_absolute_error: 68.0622
Epoch 1509/5000
148/148 [==============================] - 0s 34us/step - loss: 5672.2690 - mean_absolute_error: 53.7344 - val_loss: 10198.8385 - val_mean_absolute_error: 68.0568
Epoch 1510/5000
148/148 [==============================] - 0s 20us/step - loss: 5671.0156 - mean_absolute_error: 53.7291 - val_loss: 10197.5526 - val_mean_absolute_error: 68.0515
Epoch 1511/5000
148/148 [==============================] - 0s 20us/step - loss: 5669.7539 - mean_absolute_error: 53.7237 - val_loss: 10196.2660 - val_mean_absolute_error: 68.0462
Epoch 1512/5000
148/148 [==============================] - 0s 20us/step - loss: 5668.4878 - mean_absolute_error: 53.7185 - val_loss: 10194.9732 - val_mean_absolute_error: 68.0408
Epoch 1513/5000
148/148 [==============================] - 0s 27us/step - loss: 5667.2349 - mean_absolute_error: 53.7134 - val_loss: 10193.7408 - val_mean_absolute_error: 68.0353
Epoch 1514/5000
148/148 [==============================] - 0s 27us/step - loss: 5665.9907 - mean_absolute_error: 53.7082 - val_loss: 10192.5409 - val_mean_absolute_error: 68.0300
Epoch 1515/5000
148/148 [==============================] - 0s 27us/step - loss: 5664.7202 - mean_absolute_error: 53.7027 - val_loss: 10191.2858 - val_mean_absolute_error: 68.0249
Epoch 1516/5000
148/148 [==============================] - 0s 27us/step - loss: 5663.4668 - mean_absolute_error: 53.6974 - val_loss: 10190.0168 - val_mean_absolute_error: 68.0198
Epoch 1517/5000
148/148 [==============================] - 0s 20us/step - loss: 5662.2197 - mean_absolute_error: 53.6921 - val_loss: 10188.7487 - val_mean_absolute_error: 68.0146
Epoch 1518/5000
148/148 [==============================] - 0s 27us/step - loss: 5660.9673 - mean_absolute_error: 53.6869 - val_loss: 10187.4706 - val_mean_absolute_error: 68.0093
Epoch 1519/5000
148/148 [==============================] - 0s 27us/step - loss: 5659.7056 - mean_absolute_error: 53.6816 - val_loss: 10186.1876 - val_mean_absolute_error: 68.0038
Epoch 1520/5000
148/148 [==============================] - 0s 27us/step - loss: 5658.4722 - mean_absolute_error: 53.6764 - val_loss: 10184.9831 - val_mean_absolute_error: 67.9986
Epoch 1521/5000
148/148 [==============================] - 0s 27us/step - loss: 5657.2173 - mean_absolute_error: 53.6710 - val_loss: 10183.8511 - val_mean_absolute_error: 67.9935
Epoch 1522/5000
148/148 [==============================] - 0s 20us/step - loss: 5655.9678 - mean_absolute_error: 53.6653 - val_loss: 10182.6754 - val_mean_absolute_error: 67.9883
Epoch 1523/5000
148/148 [==============================] - 0s 27us/step - loss: 5654.7295 - mean_absolute_error: 53.6599 - val_loss: 10181.4548 - val_mean_absolute_error: 67.9831
Epoch 1524/5000
148/148 [==============================] - 0s 20us/step - loss: 5653.4766 - mean_absolute_error: 53.6545 - val_loss: 10180.1994 - val_mean_absolute_error: 67.9777
Epoch 1525/5000
148/148 [==============================] - 0s 27us/step - loss: 5652.2236 - mean_absolute_error: 53.6492 - val_loss: 10178.9203 - val_mean_absolute_error: 67.9723
Epoch 1526/5000
148/148 [==============================] - 0s 34us/step - loss: 5650.9766 - mean_absolute_error: 53.6441 - val_loss: 10177.6285 - val_mean_absolute_error: 67.9669
Epoch 1527/5000
148/148 [==============================] - 0s 20us/step - loss: 5649.7349 - mean_absolute_error: 53.6389 - val_loss: 10176.3340 - val_mean_absolute_error: 67.9615
Epoch 1528/5000
148/148 [==============================] - 0s 20us/step - loss: 5648.4873 - mean_absolute_error: 53.6335 - val_loss: 10175.0383 - val_mean_absolute_error: 67.9559
Epoch 1529/5000
148/148 [==============================] - 0s 27us/step - loss: 5647.2388 - mean_absolute_error: 53.6280 - val_loss: 10173.7083 - val_mean_absolute_error: 67.9503
Epoch 1530/5000
148/148 [==============================] - 0s 20us/step - loss: 5645.9946 - mean_absolute_error: 53.6226 - val_loss: 10172.3761 - val_mean_absolute_error: 67.9449
Epoch 1531/5000
148/148 [==============================] - 0s 27us/step - loss: 5644.7476 - mean_absolute_error: 53.6174 - val_loss: 10171.0429 - val_mean_absolute_error: 67.9395
Epoch 1532/5000
148/148 [==============================] - 0s 34us/step - loss: 5643.5015 - mean_absolute_error: 53.6123 - val_loss: 10169.7980 - val_mean_absolute_error: 67.9342
Epoch 1533/5000
148/148 [==============================] - 0s 27us/step - loss: 5642.2622 - mean_absolute_error: 53.6070 - val_loss: 10168.5435 - val_mean_absolute_error: 67.9289
Epoch 1534/5000
148/148 [==============================] - 0s 20us/step - loss: 5641.0225 - mean_absolute_error: 53.6017 - val_loss: 10167.3777 - val_mean_absolute_error: 67.9236
Epoch 1535/5000
148/148 [==============================] - 0s 20us/step - loss: 5639.7886 - mean_absolute_error: 53.5961 - val_loss: 10166.1643 - val_mean_absolute_error: 67.9183
Epoch 1536/5000
148/148 [==============================] - 0s 20us/step - loss: 5638.5513 - mean_absolute_error: 53.5906 - val_loss: 10164.9038 - val_mean_absolute_error: 67.9131
Epoch 1537/5000
148/148 [==============================] - 0s 20us/step - loss: 5637.3125 - mean_absolute_error: 53.5854 - val_loss: 10163.6225 - val_mean_absolute_error: 67.9079
Epoch 1538/5000
148/148 [==============================] - 0s 27us/step - loss: 5636.0669 - mean_absolute_error: 53.5802 - val_loss: 10162.3442 - val_mean_absolute_error: 67.9027
Epoch 1539/5000
148/148 [==============================] - 0s 27us/step - loss: 5634.8452 - mean_absolute_error: 53.5753 - val_loss: 10161.1580 - val_mean_absolute_error: 67.8975
Epoch 1540/5000
148/148 [==============================] - 0s 27us/step - loss: 5633.6021 - mean_absolute_error: 53.5702 - val_loss: 10160.0552 - val_mean_absolute_error: 67.8924
Epoch 1541/5000
148/148 [==============================] - 0s 27us/step - loss: 5632.3633 - mean_absolute_error: 53.5648 - val_loss: 10158.9161 - val_mean_absolute_error: 67.8873
Epoch 1542/5000
148/148 [==============================] - 0s 27us/step - loss: 5631.1362 - mean_absolute_error: 53.5597 - val_loss: 10157.7440 - val_mean_absolute_error: 67.8820
Epoch 1543/5000
148/148 [==============================] - 0s 34us/step - loss: 5629.9053 - mean_absolute_error: 53.5546 - val_loss: 10156.5155 - val_mean_absolute_error: 67.8769
Epoch 1544/5000
148/148 [==============================] - 0s 27us/step - loss: 5628.6704 - mean_absolute_error: 53.5497 - val_loss: 10155.2613 - val_mean_absolute_error: 67.8717
Epoch 1545/5000
148/148 [==============================] - 0s 27us/step - loss: 5627.4360 - mean_absolute_error: 53.5448 - val_loss: 10153.9769 - val_mean_absolute_error: 67.8664
Epoch 1546/5000
148/148 [==============================] - 0s 27us/step - loss: 5626.2046 - mean_absolute_error: 53.5398 - val_loss: 10152.6841 - val_mean_absolute_error: 67.8609
Epoch 1547/5000
148/148 [==============================] - 0s 27us/step - loss: 5624.9736 - mean_absolute_error: 53.5349 - val_loss: 10151.3885 - val_mean_absolute_error: 67.8554
Epoch 1548/5000
148/148 [==============================] - 0s 27us/step - loss: 5623.7373 - mean_absolute_error: 53.5300 - val_loss: 10150.1125 - val_mean_absolute_error: 67.8500
Epoch 1549/5000
148/148 [==============================] - 0s 27us/step - loss: 5622.5078 - mean_absolute_error: 53.5252 - val_loss: 10148.8252 - val_mean_absolute_error: 67.8446
Epoch 1550/5000
148/148 [==============================] - 0s 27us/step - loss: 5621.2812 - mean_absolute_error: 53.5203 - val_loss: 10147.6132 - val_mean_absolute_error: 67.8395
Epoch 1551/5000
148/148 [==============================] - 0s 27us/step - loss: 5620.0488 - mean_absolute_error: 53.5152 - val_loss: 10146.3816 - val_mean_absolute_error: 67.8341
Epoch 1552/5000
148/148 [==============================] - 0s 27us/step - loss: 5618.8237 - mean_absolute_error: 53.5100 - val_loss: 10145.1391 - val_mean_absolute_error: 67.8287
Epoch 1553/5000
148/148 [==============================] - 0s 27us/step - loss: 5617.6016 - mean_absolute_error: 53.5049 - val_loss: 10143.8433 - val_mean_absolute_error: 67.8232
Epoch 1554/5000
148/148 [==============================] - 0s 27us/step - loss: 5616.3755 - mean_absolute_error: 53.5000 - val_loss: 10142.6249 - val_mean_absolute_error: 67.8179
Epoch 1555/5000
148/148 [==============================] - 0s 20us/step - loss: 5615.1489 - mean_absolute_error: 53.4949 - val_loss: 10141.3613 - val_mean_absolute_error: 67.8126
Epoch 1556/5000
148/148 [==============================] - 0s 34us/step - loss: 5613.9253 - mean_absolute_error: 53.4901 - val_loss: 10140.1816 - val_mean_absolute_error: 67.8075
Epoch 1557/5000
148/148 [==============================] - 0s 27us/step - loss: 5612.6997 - mean_absolute_error: 53.4851 - val_loss: 10138.9933 - val_mean_absolute_error: 67.8023
Epoch 1558/5000
148/148 [==============================] - 0s 27us/step - loss: 5611.4722 - mean_absolute_error: 53.4801 - val_loss: 10137.7917 - val_mean_absolute_error: 67.7970
Epoch 1559/5000
148/148 [==============================] - 0s 27us/step - loss: 5610.2593 - mean_absolute_error: 53.4753 - val_loss: 10136.5800 - val_mean_absolute_error: 67.7917
Epoch 1560/5000
148/148 [==============================] - 0s 27us/step - loss: 5609.0454 - mean_absolute_error: 53.4703 - val_loss: 10135.4149 - val_mean_absolute_error: 67.7866
Epoch 1561/5000
148/148 [==============================] - 0s 20us/step - loss: 5607.8174 - mean_absolute_error: 53.4652 - val_loss: 10134.2271 - val_mean_absolute_error: 67.7815
Epoch 1562/5000
148/148 [==============================] - 0s 27us/step - loss: 5606.5981 - mean_absolute_error: 53.4599 - val_loss: 10133.0164 - val_mean_absolute_error: 67.7764
Epoch 1563/5000
148/148 [==============================] - 0s 27us/step - loss: 5605.3872 - mean_absolute_error: 53.4549 - val_loss: 10131.8109 - val_mean_absolute_error: 67.7713
Epoch 1564/5000
148/148 [==============================] - 0s 27us/step - loss: 5604.1689 - mean_absolute_error: 53.4499 - val_loss: 10130.5940 - val_mean_absolute_error: 67.7661
Epoch 1565/5000
148/148 [==============================] - 0s 27us/step - loss: 5602.9492 - mean_absolute_error: 53.4450 - val_loss: 10129.3666 - val_mean_absolute_error: 67.7608
Epoch 1566/5000
148/148 [==============================] - 0s 27us/step - loss: 5601.7422 - mean_absolute_error: 53.4402 - val_loss: 10128.1207 - val_mean_absolute_error: 67.7556
Epoch 1567/5000
148/148 [==============================] - 0s 34us/step - loss: 5600.5415 - mean_absolute_error: 53.4352 - val_loss: 10126.9484 - val_mean_absolute_error: 67.7505
Epoch 1568/5000
148/148 [==============================] - 0s 27us/step - loss: 5599.3164 - mean_absolute_error: 53.4300 - val_loss: 10125.8180 - val_mean_absolute_error: 67.7456
Epoch 1569/5000
148/148 [==============================] - 0s 27us/step - loss: 5598.1074 - mean_absolute_error: 53.4246 - val_loss: 10124.6414 - val_mean_absolute_error: 67.7404
Epoch 1570/5000
148/148 [==============================] - 0s 20us/step - loss: 5596.9038 - mean_absolute_error: 53.4194 - val_loss: 10123.4530 - val_mean_absolute_error: 67.7351
Epoch 1571/5000
148/148 [==============================] - 0s 20us/step - loss: 5595.6982 - mean_absolute_error: 53.4142 - val_loss: 10122.2330 - val_mean_absolute_error: 67.7299
Epoch 1572/5000
148/148 [==============================] - 0s 27us/step - loss: 5594.4897 - mean_absolute_error: 53.4092 - val_loss: 10121.0022 - val_mean_absolute_error: 67.7247
Epoch 1573/5000
148/148 [==============================] - 0s 20us/step - loss: 5593.2759 - mean_absolute_error: 53.4043 - val_loss: 10119.7607 - val_mean_absolute_error: 67.7196
Epoch 1574/5000
148/148 [==============================] - 0s 27us/step - loss: 5592.0562 - mean_absolute_error: 53.3994 - val_loss: 10118.5209 - val_mean_absolute_error: 67.7145
Epoch 1575/5000
148/148 [==============================] - 0s 20us/step - loss: 5590.8452 - mean_absolute_error: 53.3946 - val_loss: 10117.3608 - val_mean_absolute_error: 67.7094
Epoch 1576/5000
148/148 [==============================] - 0s 34us/step - loss: 5589.6387 - mean_absolute_error: 53.3895 - val_loss: 10116.1810 - val_mean_absolute_error: 67.7044
Epoch 1577/5000
148/148 [==============================] - 0s 27us/step - loss: 5588.4297 - mean_absolute_error: 53.3843 - val_loss: 10114.9678 - val_mean_absolute_error: 67.6993
Epoch 1578/5000
148/148 [==============================] - 0s 20us/step - loss: 5587.2275 - mean_absolute_error: 53.3791 - val_loss: 10113.7511 - val_mean_absolute_error: 67.6942
Epoch 1579/5000
148/148 [==============================] - 0s 34us/step - loss: 5586.0254 - mean_absolute_error: 53.3740 - val_loss: 10112.6313 - val_mean_absolute_error: 67.6891
Epoch 1580/5000
148/148 [==============================] - 0s 27us/step - loss: 5584.8169 - mean_absolute_error: 53.3688 - val_loss: 10111.4796 - val_mean_absolute_error: 67.6840
Epoch 1581/5000
148/148 [==============================] - 0s 34us/step - loss: 5583.6157 - mean_absolute_error: 53.3637 - val_loss: 10110.2680 - val_mean_absolute_error: 67.6789
Epoch 1582/5000
148/148 [==============================] - 0s 27us/step - loss: 5582.4131 - mean_absolute_error: 53.3588 - val_loss: 10109.0237 - val_mean_absolute_error: 67.6737
Epoch 1583/5000
148/148 [==============================] - 0s 27us/step - loss: 5581.2075 - mean_absolute_error: 53.3538 - val_loss: 10107.8761 - val_mean_absolute_error: 67.6685
Epoch 1584/5000
148/148 [==============================] - 0s 20us/step - loss: 5580.0088 - mean_absolute_error: 53.3485 - val_loss: 10106.7027 - val_mean_absolute_error: 67.6635
Epoch 1585/5000
148/148 [==============================] - 0s 20us/step - loss: 5578.8062 - mean_absolute_error: 53.3433 - val_loss: 10105.5134 - val_mean_absolute_error: 67.6585
Epoch 1586/5000
148/148 [==============================] - 0s 27us/step - loss: 5577.6025 - mean_absolute_error: 53.3382 - val_loss: 10104.3227 - val_mean_absolute_error: 67.6535
Epoch 1587/5000
148/148 [==============================] - 0s 20us/step - loss: 5576.3970 - mean_absolute_error: 53.3332 - val_loss: 10103.2020 - val_mean_absolute_error: 67.6486
Epoch 1588/5000
148/148 [==============================] - 0s 27us/step - loss: 5575.1963 - mean_absolute_error: 53.3281 - val_loss: 10102.0559 - val_mean_absolute_error: 67.6435
Epoch 1589/5000
148/148 [==============================] - 0s 27us/step - loss: 5574.0049 - mean_absolute_error: 53.3229 - val_loss: 10100.8673 - val_mean_absolute_error: 67.6383
Epoch 1590/5000
148/148 [==============================] - 0s 27us/step - loss: 5572.8018 - mean_absolute_error: 53.3177 - val_loss: 10099.6299 - val_mean_absolute_error: 67.6332
Epoch 1591/5000
148/148 [==============================] - 0s 27us/step - loss: 5571.6016 - mean_absolute_error: 53.3127 - val_loss: 10098.3833 - val_mean_absolute_error: 67.6281
Epoch 1592/5000
148/148 [==============================] - 0s 27us/step - loss: 5570.4170 - mean_absolute_error: 53.3077 - val_loss: 10097.2270 - val_mean_absolute_error: 67.6231
Epoch 1593/5000
148/148 [==============================] - 0s 27us/step - loss: 5569.2212 - mean_absolute_error: 53.3026 - val_loss: 10096.1595 - val_mean_absolute_error: 67.6182
Epoch 1594/5000
148/148 [==============================] - 0s 20us/step - loss: 5568.0161 - mean_absolute_error: 53.2972 - val_loss: 10095.0466 - val_mean_absolute_error: 67.6130
Epoch 1595/5000
148/148 [==============================] - 0s 27us/step - loss: 5566.8232 - mean_absolute_error: 53.2919 - val_loss: 10093.9118 - val_mean_absolute_error: 67.6080
Epoch 1596/5000
148/148 [==============================] - 0s 27us/step - loss: 5565.6279 - mean_absolute_error: 53.2867 - val_loss: 10092.7549 - val_mean_absolute_error: 67.6029
Epoch 1597/5000
148/148 [==============================] - 0s 20us/step - loss: 5564.4326 - mean_absolute_error: 53.2817 - val_loss: 10091.5813 - val_mean_absolute_error: 67.5980
Epoch 1598/5000
148/148 [==============================] - 0s 34us/step - loss: 5563.2383 - mean_absolute_error: 53.2766 - val_loss: 10090.3679 - val_mean_absolute_error: 67.5930
Epoch 1599/5000
148/148 [==============================] - 0s 27us/step - loss: 5562.0337 - mean_absolute_error: 53.2715 - val_loss: 10089.1159 - val_mean_absolute_error: 67.5879
Epoch 1600/5000
148/148 [==============================] - 0s 27us/step - loss: 5560.8472 - mean_absolute_error: 53.2663 - val_loss: 10087.8715 - val_mean_absolute_error: 67.5826
Epoch 1601/5000
148/148 [==============================] - 0s 27us/step - loss: 5559.6582 - mean_absolute_error: 53.2612 - val_loss: 10086.7321 - val_mean_absolute_error: 67.5775
Epoch 1602/5000
148/148 [==============================] - 0s 34us/step - loss: 5558.4595 - mean_absolute_error: 53.2560 - val_loss: 10085.5864 - val_mean_absolute_error: 67.5724
Epoch 1603/5000
148/148 [==============================] - 0s 20us/step - loss: 5557.2690 - mean_absolute_error: 53.2508 - val_loss: 10084.3925 - val_mean_absolute_error: 67.5674
Epoch 1604/5000
148/148 [==============================] - 0s 27us/step - loss: 5556.0815 - mean_absolute_error: 53.2459 - val_loss: 10083.2641 - val_mean_absolute_error: 67.5624
Epoch 1605/5000
148/148 [==============================] - 0s 20us/step - loss: 5554.8818 - mean_absolute_error: 53.2407 - val_loss: 10082.1836 - val_mean_absolute_error: 67.5576
Epoch 1606/5000
148/148 [==============================] - 0s 27us/step - loss: 5553.6943 - mean_absolute_error: 53.2354 - val_loss: 10081.0705 - val_mean_absolute_error: 67.5528
Epoch 1607/5000
148/148 [==============================] - 0s 27us/step - loss: 5552.5054 - mean_absolute_error: 53.2303 - val_loss: 10079.9408 - val_mean_absolute_error: 67.5477
Epoch 1608/5000
148/148 [==============================] - 0s 27us/step - loss: 5551.3286 - mean_absolute_error: 53.2253 - val_loss: 10078.7735 - val_mean_absolute_error: 67.5426
Epoch 1609/5000
148/148 [==============================] - 0s 34us/step - loss: 5550.1401 - mean_absolute_error: 53.2202 - val_loss: 10077.5670 - val_mean_absolute_error: 67.5376
Epoch 1610/5000
148/148 [==============================] - 0s 27us/step - loss: 5548.9531 - mean_absolute_error: 53.2151 - val_loss: 10076.3640 - val_mean_absolute_error: 67.5325
Epoch 1611/5000
148/148 [==============================] - 0s 27us/step - loss: 5547.7715 - mean_absolute_error: 53.2100 - val_loss: 10075.1545 - val_mean_absolute_error: 67.5273
Epoch 1612/5000
148/148 [==============================] - 0s 27us/step - loss: 5546.5830 - mean_absolute_error: 53.2050 - val_loss: 10073.9230 - val_mean_absolute_error: 67.5221
Epoch 1613/5000
148/148 [==============================] - 0s 34us/step - loss: 5545.4033 - mean_absolute_error: 53.1998 - val_loss: 10072.7674 - val_mean_absolute_error: 67.5171
Epoch 1614/5000
148/148 [==============================] - 0s 27us/step - loss: 5544.2163 - mean_absolute_error: 53.1944 - val_loss: 10071.6814 - val_mean_absolute_error: 67.5121
Epoch 1615/5000
148/148 [==============================] - 0s 27us/step - loss: 5543.0439 - mean_absolute_error: 53.1890 - val_loss: 10070.5868 - val_mean_absolute_error: 67.5071
Epoch 1616/5000
148/148 [==============================] - 0s 27us/step - loss: 5541.8696 - mean_absolute_error: 53.1836 - val_loss: 10069.4648 - val_mean_absolute_error: 67.5023
Epoch 1617/5000
148/148 [==============================] - 0s 27us/step - loss: 5540.6914 - mean_absolute_error: 53.1784 - val_loss: 10068.3126 - val_mean_absolute_error: 67.4973
Epoch 1618/5000
148/148 [==============================] - 0s 27us/step - loss: 5539.5171 - mean_absolute_error: 53.1732 - val_loss: 10067.1291 - val_mean_absolute_error: 67.4922
Epoch 1619/5000
148/148 [==============================] - 0s 34us/step - loss: 5538.3335 - mean_absolute_error: 53.1683 - val_loss: 10065.8967 - val_mean_absolute_error: 67.4870
Epoch 1620/5000
148/148 [==============================] - 0s 20us/step - loss: 5537.1528 - mean_absolute_error: 53.1634 - val_loss: 10064.6569 - val_mean_absolute_error: 67.4820
Epoch 1621/5000
148/148 [==============================] - 0s 27us/step - loss: 5535.9912 - mean_absolute_error: 53.1585 - val_loss: 10063.4969 - val_mean_absolute_error: 67.4770
Epoch 1622/5000
148/148 [==============================] - 0s 27us/step - loss: 5534.8110 - mean_absolute_error: 53.1533 - val_loss: 10062.4241 - val_mean_absolute_error: 67.4721
Epoch 1623/5000
148/148 [==============================] - 0s 27us/step - loss: 5533.6353 - mean_absolute_error: 53.1478 - val_loss: 10061.3209 - val_mean_absolute_error: 67.4669
Epoch 1624/5000
148/148 [==============================] - 0s 20us/step - loss: 5532.4766 - mean_absolute_error: 53.1424 - val_loss: 10060.1909 - val_mean_absolute_error: 67.4619
Epoch 1625/5000
148/148 [==============================] - 0s 27us/step - loss: 5531.3120 - mean_absolute_error: 53.1372 - val_loss: 10059.0057 - val_mean_absolute_error: 67.4569
Epoch 1626/5000
148/148 [==============================] - 0s 20us/step - loss: 5530.1382 - mean_absolute_error: 53.1322 - val_loss: 10057.7772 - val_mean_absolute_error: 67.4519
Epoch 1627/5000
148/148 [==============================] - 0s 27us/step - loss: 5528.9707 - mean_absolute_error: 53.1274 - val_loss: 10056.5397 - val_mean_absolute_error: 67.4467
Epoch 1628/5000
148/148 [==============================] - 0s 20us/step - loss: 5527.7979 - mean_absolute_error: 53.1226 - val_loss: 10055.3867 - val_mean_absolute_error: 67.4415
Epoch 1629/5000
148/148 [==============================] - 0s 41us/step - loss: 5526.6328 - mean_absolute_error: 53.1176 - val_loss: 10054.3071 - val_mean_absolute_error: 67.4364
Epoch 1630/5000
148/148 [==============================] - 0s 20us/step - loss: 5525.4707 - mean_absolute_error: 53.1124 - val_loss: 10053.2059 - val_mean_absolute_error: 67.4314
Epoch 1631/5000
148/148 [==============================] - 0s 27us/step - loss: 5524.3071 - mean_absolute_error: 53.1072 - val_loss: 10052.0754 - val_mean_absolute_error: 67.4264
Epoch 1632/5000
148/148 [==============================] - 0s 27us/step - loss: 5523.1372 - mean_absolute_error: 53.1020 - val_loss: 10050.9242 - val_mean_absolute_error: 67.4214
Epoch 1633/5000
148/148 [==============================] - 0s 20us/step - loss: 5521.9683 - mean_absolute_error: 53.0970 - val_loss: 10049.7282 - val_mean_absolute_error: 67.4161
Epoch 1634/5000
148/148 [==============================] - 0s 27us/step - loss: 5520.8062 - mean_absolute_error: 53.0918 - val_loss: 10048.4934 - val_mean_absolute_error: 67.4107
Epoch 1635/5000
148/148 [==============================] - 0s 27us/step - loss: 5519.6377 - mean_absolute_error: 53.0869 - val_loss: 10047.2451 - val_mean_absolute_error: 67.4053
Epoch 1636/5000
148/148 [==============================] - 0s 27us/step - loss: 5518.4663 - mean_absolute_error: 53.0820 - val_loss: 10046.0132 - val_mean_absolute_error: 67.3999
Epoch 1637/5000
148/148 [==============================] - 0s 27us/step - loss: 5517.3130 - mean_absolute_error: 53.0770 - val_loss: 10044.8788 - val_mean_absolute_error: 67.3947
Epoch 1638/5000
148/148 [==============================] - 0s 20us/step - loss: 5516.1440 - mean_absolute_error: 53.0717 - val_loss: 10043.8125 - val_mean_absolute_error: 67.3897
Epoch 1639/5000
148/148 [==============================] - 0s 27us/step - loss: 5514.9873 - mean_absolute_error: 53.0663 - val_loss: 10042.6808 - val_mean_absolute_error: 67.3846
Epoch 1640/5000
148/148 [==============================] - 0s 27us/step - loss: 5513.8223 - mean_absolute_error: 53.0611 - val_loss: 10041.5055 - val_mean_absolute_error: 67.3792
Epoch 1641/5000
148/148 [==============================] - 0s 27us/step - loss: 5512.6465 - mean_absolute_error: 53.0561 - val_loss: 10040.2733 - val_mean_absolute_error: 67.3738
Epoch 1642/5000
148/148 [==============================] - 0s 27us/step - loss: 5511.4712 - mean_absolute_error: 53.0512 - val_loss: 10039.0134 - val_mean_absolute_error: 67.3683
Epoch 1643/5000
148/148 [==============================] - 0s 27us/step - loss: 5510.2998 - mean_absolute_error: 53.0465 - val_loss: 10037.8361 - val_mean_absolute_error: 67.3629
Epoch 1644/5000
148/148 [==============================] - 0s 27us/step - loss: 5509.1396 - mean_absolute_error: 53.0417 - val_loss: 10036.7418 - val_mean_absolute_error: 67.3576
Epoch 1645/5000
148/148 [==============================] - 0s 27us/step - loss: 5507.9697 - mean_absolute_error: 53.0364 - val_loss: 10035.6254 - val_mean_absolute_error: 67.3520
Epoch 1646/5000
148/148 [==============================] - 0s 41us/step - loss: 5506.7979 - mean_absolute_error: 53.0311 - val_loss: 10034.4751 - val_mean_absolute_error: 67.3465
Epoch 1647/5000
148/148 [==============================] - 0s 27us/step - loss: 5505.6343 - mean_absolute_error: 53.0259 - val_loss: 10033.2988 - val_mean_absolute_error: 67.3410
Epoch 1648/5000
148/148 [==============================] - 0s 27us/step - loss: 5504.4644 - mean_absolute_error: 53.0209 - val_loss: 10032.0977 - val_mean_absolute_error: 67.3356
Epoch 1649/5000
148/148 [==============================] - 0s 34us/step - loss: 5503.2974 - mean_absolute_error: 53.0159 - val_loss: 10030.8860 - val_mean_absolute_error: 67.3300
Epoch 1650/5000
148/148 [==============================] - 0s 27us/step - loss: 5502.1309 - mean_absolute_error: 53.0108 - val_loss: 10029.6122 - val_mean_absolute_error: 67.3244
Epoch 1651/5000
148/148 [==============================] - 0s 20us/step - loss: 5500.9531 - mean_absolute_error: 53.0057 - val_loss: 10028.3372 - val_mean_absolute_error: 67.3186
Epoch 1652/5000
148/148 [==============================] - 0s 27us/step - loss: 5499.7866 - mean_absolute_error: 53.0006 - val_loss: 10027.0445 - val_mean_absolute_error: 67.3128
Epoch 1653/5000
148/148 [==============================] - 0s 27us/step - loss: 5498.6274 - mean_absolute_error: 52.9955 - val_loss: 10025.8411 - val_mean_absolute_error: 67.3072
Epoch 1654/5000
148/148 [==============================] - 0s 27us/step - loss: 5497.4639 - mean_absolute_error: 52.9903 - val_loss: 10024.7147 - val_mean_absolute_error: 67.3017
Epoch 1655/5000
148/148 [==============================] - 0s 27us/step - loss: 5496.2959 - mean_absolute_error: 52.9851 - val_loss: 10023.5300 - val_mean_absolute_error: 67.2964
Epoch 1656/5000
148/148 [==============================] - 0s 27us/step - loss: 5495.1323 - mean_absolute_error: 52.9800 - val_loss: 10022.2962 - val_mean_absolute_error: 67.2907
Epoch 1657/5000
148/148 [==============================] - 0s 20us/step - loss: 5493.9663 - mean_absolute_error: 52.9750 - val_loss: 10021.0381 - val_mean_absolute_error: 67.2849
Epoch 1658/5000
148/148 [==============================] - 0s 27us/step - loss: 5492.8037 - mean_absolute_error: 52.9702 - val_loss: 10019.8473 - val_mean_absolute_error: 67.2793
Epoch 1659/5000
148/148 [==============================] - 0s 27us/step - loss: 5491.6377 - mean_absolute_error: 52.9652 - val_loss: 10018.7251 - val_mean_absolute_error: 67.2739
Epoch 1660/5000
148/148 [==============================] - 0s 34us/step - loss: 5490.4736 - mean_absolute_error: 52.9600 - val_loss: 10017.5737 - val_mean_absolute_error: 67.2684
Epoch 1661/5000
148/148 [==============================] - 0s 27us/step - loss: 5489.3267 - mean_absolute_error: 52.9548 - val_loss: 10016.3778 - val_mean_absolute_error: 67.2628
Epoch 1662/5000
148/148 [==============================] - 0s 27us/step - loss: 5488.1670 - mean_absolute_error: 52.9497 - val_loss: 10015.1488 - val_mean_absolute_error: 67.2570
Epoch 1663/5000
148/148 [==============================] - 0s 27us/step - loss: 5487.0054 - mean_absolute_error: 52.9447 - val_loss: 10013.9086 - val_mean_absolute_error: 67.2514
Epoch 1664/5000
148/148 [==============================] - 0s 27us/step - loss: 5485.8452 - mean_absolute_error: 52.9397 - val_loss: 10012.6511 - val_mean_absolute_error: 67.2458
Epoch 1665/5000
148/148 [==============================] - 0s 20us/step - loss: 5484.6821 - mean_absolute_error: 52.9349 - val_loss: 10011.3748 - val_mean_absolute_error: 67.2403
Epoch 1666/5000
148/148 [==============================] - 0s 27us/step - loss: 5483.5337 - mean_absolute_error: 52.9300 - val_loss: 10010.1904 - val_mean_absolute_error: 67.2349
Epoch 1667/5000
148/148 [==============================] - 0s 27us/step - loss: 5482.3706 - mean_absolute_error: 52.9248 - val_loss: 10008.9954 - val_mean_absolute_error: 67.2294
Epoch 1668/5000
148/148 [==============================] - 0s 34us/step - loss: 5481.2158 - mean_absolute_error: 52.9194 - val_loss: 10007.8043 - val_mean_absolute_error: 67.2239
Epoch 1669/5000
148/148 [==============================] - 0s 41us/step - loss: 5480.0542 - mean_absolute_error: 52.9141 - val_loss: 10006.6127 - val_mean_absolute_error: 67.2183
Epoch 1670/5000
148/148 [==============================] - 0s 34us/step - loss: 5478.9028 - mean_absolute_error: 52.9090 - val_loss: 10005.4834 - val_mean_absolute_error: 67.2130
Epoch 1671/5000
148/148 [==============================] - 0s 27us/step - loss: 5477.7515 - mean_absolute_error: 52.9039 - val_loss: 10004.3383 - val_mean_absolute_error: 67.2077
Epoch 1672/5000
148/148 [==============================] - 0s 27us/step - loss: 5476.5889 - mean_absolute_error: 52.8988 - val_loss: 10003.1326 - val_mean_absolute_error: 67.2024
Epoch 1673/5000
148/148 [==============================] - 0s 27us/step - loss: 5475.4468 - mean_absolute_error: 52.8940 - val_loss: 10001.9680 - val_mean_absolute_error: 67.1972
Epoch 1674/5000
148/148 [==============================] - 0s 41us/step - loss: 5474.2861 - mean_absolute_error: 52.8889 - val_loss: 10000.8547 - val_mean_absolute_error: 67.1920
Epoch 1675/5000
148/148 [==============================] - 0s 27us/step - loss: 5473.1367 - mean_absolute_error: 52.8836 - val_loss: 9999.7174 - val_mean_absolute_error: 67.1866
Epoch 1676/5000
148/148 [==============================] - 0s 27us/step - loss: 5471.9927 - mean_absolute_error: 52.8783 - val_loss: 9998.5494 - val_mean_absolute_error: 67.1812
Epoch 1677/5000
148/148 [==============================] - 0s 27us/step - loss: 5470.8579 - mean_absolute_error: 52.8731 - val_loss: 9997.3450 - val_mean_absolute_error: 67.1758
Epoch 1678/5000
148/148 [==============================] - 0s 27us/step - loss: 5469.7026 - mean_absolute_error: 52.8681 - val_loss: 9996.1177 - val_mean_absolute_error: 67.1704
Epoch 1679/5000
148/148 [==============================] - 0s 27us/step - loss: 5468.5425 - mean_absolute_error: 52.8633 - val_loss: 9994.8825 - val_mean_absolute_error: 67.1649
Epoch 1680/5000
148/148 [==============================] - 0s 27us/step - loss: 5467.4048 - mean_absolute_error: 52.8585 - val_loss: 9993.6295 - val_mean_absolute_error: 67.1593
Epoch 1681/5000
148/148 [==============================] - 0s 27us/step - loss: 5466.2588 - mean_absolute_error: 52.8536 - val_loss: 9992.4691 - val_mean_absolute_error: 67.1538
Epoch 1682/5000
148/148 [==============================] - 0s 27us/step - loss: 5465.1006 - mean_absolute_error: 52.8483 - val_loss: 9991.2851 - val_mean_absolute_error: 67.1483
Epoch 1683/5000
148/148 [==============================] - 0s 27us/step - loss: 5463.9507 - mean_absolute_error: 52.8429 - val_loss: 9990.0536 - val_mean_absolute_error: 67.1428
Epoch 1684/5000
148/148 [==============================] - 0s 27us/step - loss: 5462.8047 - mean_absolute_error: 52.8377 - val_loss: 9988.8092 - val_mean_absolute_error: 67.1374
Epoch 1685/5000
148/148 [==============================] - 0s 27us/step - loss: 5461.6665 - mean_absolute_error: 52.8327 - val_loss: 9987.6367 - val_mean_absolute_error: 67.1322
Epoch 1686/5000
148/148 [==============================] - 0s 27us/step - loss: 5460.5142 - mean_absolute_error: 52.8275 - val_loss: 9986.5157 - val_mean_absolute_error: 67.1270
Epoch 1687/5000
148/148 [==============================] - 0s 27us/step - loss: 5459.3779 - mean_absolute_error: 52.8223 - val_loss: 9985.3619 - val_mean_absolute_error: 67.1218
Epoch 1688/5000
148/148 [==============================] - 0s 27us/step - loss: 5458.2310 - mean_absolute_error: 52.8172 - val_loss: 9984.2055 - val_mean_absolute_error: 67.1165
Epoch 1689/5000
148/148 [==============================] - 0s 34us/step - loss: 5457.1001 - mean_absolute_error: 52.8123 - val_loss: 9983.0421 - val_mean_absolute_error: 67.1113
Epoch 1690/5000
148/148 [==============================] - 0s 27us/step - loss: 5455.9536 - mean_absolute_error: 52.8072 - val_loss: 9981.8572 - val_mean_absolute_error: 67.1062
Epoch 1691/5000
148/148 [==============================] - 0s 27us/step - loss: 5454.8096 - mean_absolute_error: 52.8021 - val_loss: 9980.7458 - val_mean_absolute_error: 67.1012
Epoch 1692/5000
148/148 [==============================] - 0s 27us/step - loss: 5453.6748 - mean_absolute_error: 52.7968 - val_loss: 9979.5975 - val_mean_absolute_error: 67.0960
Epoch 1693/5000
148/148 [==============================] - 0s 34us/step - loss: 5452.5435 - mean_absolute_error: 52.7915 - val_loss: 9978.4352 - val_mean_absolute_error: 67.0908
Epoch 1694/5000
148/148 [==============================] - 0s 20us/step - loss: 5451.4009 - mean_absolute_error: 52.7863 - val_loss: 9977.2313 - val_mean_absolute_error: 67.0855
Epoch 1695/5000
148/148 [==============================] - 0s 34us/step - loss: 5450.2593 - mean_absolute_error: 52.7812 - val_loss: 9976.0009 - val_mean_absolute_error: 67.0801
Epoch 1696/5000
148/148 [==============================] - 0s 20us/step - loss: 5449.1270 - mean_absolute_error: 52.7762 - val_loss: 9974.8219 - val_mean_absolute_error: 67.0748
Epoch 1697/5000
148/148 [==============================] - 0s 27us/step - loss: 5447.9956 - mean_absolute_error: 52.7712 - val_loss: 9973.7062 - val_mean_absolute_error: 67.0696
Epoch 1698/5000
148/148 [==============================] - 0s 27us/step - loss: 5446.8516 - mean_absolute_error: 52.7661 - val_loss: 9972.6520 - val_mean_absolute_error: 67.0646
Epoch 1699/5000
148/148 [==============================] - 0s 20us/step - loss: 5445.7139 - mean_absolute_error: 52.7607 - val_loss: 9971.5425 - val_mean_absolute_error: 67.0595
Epoch 1700/5000
148/148 [==============================] - 0s 27us/step - loss: 5444.5859 - mean_absolute_error: 52.7555 - val_loss: 9970.4054 - val_mean_absolute_error: 67.0545
Epoch 1701/5000
148/148 [==============================] - 0s 34us/step - loss: 5443.4487 - mean_absolute_error: 52.7505 - val_loss: 9969.2577 - val_mean_absolute_error: 67.0494
Epoch 1702/5000
148/148 [==============================] - 0s 20us/step - loss: 5442.3262 - mean_absolute_error: 52.7456 - val_loss: 9968.0807 - val_mean_absolute_error: 67.0442
Epoch 1703/5000
148/148 [==============================] - 0s 27us/step - loss: 5441.1924 - mean_absolute_error: 52.7406 - val_loss: 9966.8765 - val_mean_absolute_error: 67.0389
Epoch 1704/5000
148/148 [==============================] - 0s 27us/step - loss: 5440.0576 - mean_absolute_error: 52.7355 - val_loss: 9965.6553 - val_mean_absolute_error: 67.0336
Epoch 1705/5000
148/148 [==============================] - 0s 34us/step - loss: 5438.9248 - mean_absolute_error: 52.7302 - val_loss: 9964.4180 - val_mean_absolute_error: 67.0284
Epoch 1706/5000
148/148 [==============================] - 0s 27us/step - loss: 5437.8018 - mean_absolute_error: 52.7252 - val_loss: 9963.2727 - val_mean_absolute_error: 67.0232
Epoch 1707/5000
148/148 [==============================] - 0s 20us/step - loss: 5436.6733 - mean_absolute_error: 52.7199 - val_loss: 9962.2025 - val_mean_absolute_error: 67.0181
Epoch 1708/5000
148/148 [==============================] - 0s 34us/step - loss: 5435.5415 - mean_absolute_error: 52.7145 - val_loss: 9961.0963 - val_mean_absolute_error: 67.0130
Epoch 1709/5000
148/148 [==============================] - 0s 27us/step - loss: 5434.4165 - mean_absolute_error: 52.7092 - val_loss: 9959.9607 - val_mean_absolute_error: 67.0080
Epoch 1710/5000
148/148 [==============================] - 0s 27us/step - loss: 5433.2920 - mean_absolute_error: 52.7042 - val_loss: 9958.8200 - val_mean_absolute_error: 67.0029
Epoch 1711/5000
148/148 [==============================] - 0s 34us/step - loss: 5432.1680 - mean_absolute_error: 52.6991 - val_loss: 9957.6817 - val_mean_absolute_error: 66.9977
Epoch 1712/5000
148/148 [==============================] - 0s 27us/step - loss: 5431.0361 - mean_absolute_error: 52.6939 - val_loss: 9956.5199 - val_mean_absolute_error: 66.9926
Epoch 1713/5000
148/148 [==============================] - 0s 20us/step - loss: 5429.9092 - mean_absolute_error: 52.6887 - val_loss: 9955.4055 - val_mean_absolute_error: 66.9876
Epoch 1714/5000
148/148 [==============================] - 0s 27us/step - loss: 5428.7739 - mean_absolute_error: 52.6833 - val_loss: 9954.2351 - val_mean_absolute_error: 66.9825
Epoch 1715/5000
148/148 [==============================] - 0s 27us/step - loss: 5427.6616 - mean_absolute_error: 52.6781 - val_loss: 9953.0167 - val_mean_absolute_error: 66.9773
Epoch 1716/5000
148/148 [==============================] - 0s 27us/step - loss: 5426.5464 - mean_absolute_error: 52.6730 - val_loss: 9951.8759 - val_mean_absolute_error: 66.9721
Epoch 1717/5000
148/148 [==============================] - 0s 27us/step - loss: 5425.4150 - mean_absolute_error: 52.6677 - val_loss: 9950.8266 - val_mean_absolute_error: 66.9671
Epoch 1718/5000
148/148 [==============================] - 0s 20us/step - loss: 5424.2959 - mean_absolute_error: 52.6623 - val_loss: 9949.7466 - val_mean_absolute_error: 66.9621
Epoch 1719/5000
148/148 [==============================] - 0s 27us/step - loss: 5423.1753 - mean_absolute_error: 52.6571 - val_loss: 9948.6546 - val_mean_absolute_error: 66.9572
Epoch 1720/5000
148/148 [==============================] - 0s 20us/step - loss: 5422.0459 - mean_absolute_error: 52.6520 - val_loss: 9947.5325 - val_mean_absolute_error: 66.9523
Epoch 1721/5000
148/148 [==============================] - 0s 27us/step - loss: 5420.9331 - mean_absolute_error: 52.6470 - val_loss: 9946.3946 - val_mean_absolute_error: 66.9473
Epoch 1722/5000
148/148 [==============================] - 0s 27us/step - loss: 5419.8267 - mean_absolute_error: 52.6419 - val_loss: 9945.3049 - val_mean_absolute_error: 66.9423
Epoch 1723/5000
148/148 [==============================] - 0s 20us/step - loss: 5418.6953 - mean_absolute_error: 52.6365 - val_loss: 9944.1427 - val_mean_absolute_error: 66.9371
Epoch 1724/5000
148/148 [==============================] - 0s 27us/step - loss: 5417.5698 - mean_absolute_error: 52.6311 - val_loss: 9942.9548 - val_mean_absolute_error: 66.9318
Epoch 1725/5000
148/148 [==============================] - 0s 41us/step - loss: 5416.4580 - mean_absolute_error: 52.6259 - val_loss: 9941.7316 - val_mean_absolute_error: 66.9265
Epoch 1726/5000
148/148 [==============================] - 0s 27us/step - loss: 5415.3428 - mean_absolute_error: 52.6209 - val_loss: 9940.6087 - val_mean_absolute_error: 66.9214
Epoch 1727/5000
148/148 [==============================] - 0s 20us/step - loss: 5414.2251 - mean_absolute_error: 52.6156 - val_loss: 9939.5547 - val_mean_absolute_error: 66.9165
Epoch 1728/5000
148/148 [==============================] - 0s 27us/step - loss: 5413.1089 - mean_absolute_error: 52.6102 - val_loss: 9938.4705 - val_mean_absolute_error: 66.9115
Epoch 1729/5000
148/148 [==============================] - 0s 27us/step - loss: 5411.9912 - mean_absolute_error: 52.6049 - val_loss: 9937.3793 - val_mean_absolute_error: 66.9066
Epoch 1730/5000
148/148 [==============================] - 0s 27us/step - loss: 5410.8936 - mean_absolute_error: 52.5998 - val_loss: 9936.2446 - val_mean_absolute_error: 66.9015
Epoch 1731/5000
148/148 [==============================] - 0s 34us/step - loss: 5409.7803 - mean_absolute_error: 52.5946 - val_loss: 9935.0665 - val_mean_absolute_error: 66.8966
Epoch 1732/5000
148/148 [==============================] - 0s 27us/step - loss: 5408.6528 - mean_absolute_error: 52.5895 - val_loss: 9933.8876 - val_mean_absolute_error: 66.8915
Epoch 1733/5000
148/148 [==============================] - 0s 27us/step - loss: 5407.5444 - mean_absolute_error: 52.5843 - val_loss: 9932.8037 - val_mean_absolute_error: 66.8866
Epoch 1734/5000
148/148 [==============================] - 0s 27us/step - loss: 5406.4321 - mean_absolute_error: 52.5789 - val_loss: 9931.7072 - val_mean_absolute_error: 66.8816
Epoch 1735/5000
148/148 [==============================] - 0s 27us/step - loss: 5405.3271 - mean_absolute_error: 52.5736 - val_loss: 9930.5726 - val_mean_absolute_error: 66.8766
Epoch 1736/5000
148/148 [==============================] - 0s 27us/step - loss: 5404.2256 - mean_absolute_error: 52.5685 - val_loss: 9929.5145 - val_mean_absolute_error: 66.8718
Epoch 1737/5000
148/148 [==============================] - 0s 34us/step - loss: 5403.1099 - mean_absolute_error: 52.5632 - val_loss: 9928.5223 - val_mean_absolute_error: 66.8671
Epoch 1738/5000
148/148 [==============================] - 0s 27us/step - loss: 5401.9985 - mean_absolute_error: 52.5578 - val_loss: 9927.4623 - val_mean_absolute_error: 66.8624
Epoch 1739/5000
148/148 [==============================] - 0s 27us/step - loss: 5400.8892 - mean_absolute_error: 52.5526 - val_loss: 9926.3217 - val_mean_absolute_error: 66.8575
Epoch 1740/5000
148/148 [==============================] - 0s 20us/step - loss: 5399.7817 - mean_absolute_error: 52.5477 - val_loss: 9925.1330 - val_mean_absolute_error: 66.8523
Epoch 1741/5000
148/148 [==============================] - 0s 27us/step - loss: 5398.6733 - mean_absolute_error: 52.5427 - val_loss: 9923.9267 - val_mean_absolute_error: 66.8470
Epoch 1742/5000
148/148 [==============================] - 0s 20us/step - loss: 5397.5806 - mean_absolute_error: 52.5376 - val_loss: 9922.8129 - val_mean_absolute_error: 66.8420
Epoch 1743/5000
148/148 [==============================] - 0s 27us/step - loss: 5396.4639 - mean_absolute_error: 52.5322 - val_loss: 9921.6769 - val_mean_absolute_error: 66.8370
Epoch 1744/5000
148/148 [==============================] - 0s 20us/step - loss: 5395.3672 - mean_absolute_error: 52.5270 - val_loss: 9920.5330 - val_mean_absolute_error: 66.8320
Epoch 1745/5000
148/148 [==============================] - 0s 34us/step - loss: 5394.2646 - mean_absolute_error: 52.5218 - val_loss: 9919.4791 - val_mean_absolute_error: 66.8270
Epoch 1746/5000
148/148 [==============================] - 0s 27us/step - loss: 5393.1611 - mean_absolute_error: 52.5165 - val_loss: 9918.3953 - val_mean_absolute_error: 66.8219
Epoch 1747/5000
148/148 [==============================] - 0s 20us/step - loss: 5392.0454 - mean_absolute_error: 52.5112 - val_loss: 9917.2817 - val_mean_absolute_error: 66.8168
Epoch 1748/5000
148/148 [==============================] - 0s 34us/step - loss: 5390.9478 - mean_absolute_error: 52.5060 - val_loss: 9916.1359 - val_mean_absolute_error: 66.8117
Epoch 1749/5000
148/148 [==============================] - 0s 34us/step - loss: 5389.8608 - mean_absolute_error: 52.5011 - val_loss: 9915.0588 - val_mean_absolute_error: 66.8069
Epoch 1750/5000
148/148 [==============================] - 0s 88us/step - loss: 5388.7524 - mean_absolute_error: 52.4958 - val_loss: 9914.0468 - val_mean_absolute_error: 66.8022
Epoch 1751/5000
148/148 [==============================] - 0s 34us/step - loss: 5387.6641 - mean_absolute_error: 52.4903 - val_loss: 9912.9892 - val_mean_absolute_error: 66.7973
Epoch 1752/5000
148/148 [==============================] - 0s 27us/step - loss: 5386.5732 - mean_absolute_error: 52.4848 - val_loss: 9911.8855 - val_mean_absolute_error: 66.7923
Epoch 1753/5000
148/148 [==============================] - 0s 27us/step - loss: 5385.4707 - mean_absolute_error: 52.4794 - val_loss: 9910.7471 - val_mean_absolute_error: 66.7872
Epoch 1754/5000
148/148 [==============================] - 0s 27us/step - loss: 5384.3652 - mean_absolute_error: 52.4741 - val_loss: 9909.5911 - val_mean_absolute_error: 66.7821
Epoch 1755/5000
148/148 [==============================] - 0s 27us/step - loss: 5383.2642 - mean_absolute_error: 52.4690 - val_loss: 9908.4263 - val_mean_absolute_error: 66.7771
Epoch 1756/5000
148/148 [==============================] - 0s 34us/step - loss: 5382.1655 - mean_absolute_error: 52.4640 - val_loss: 9907.2428 - val_mean_absolute_error: 66.7722
Epoch 1757/5000
148/148 [==============================] - 0s 27us/step - loss: 5381.0649 - mean_absolute_error: 52.4591 - val_loss: 9906.1308 - val_mean_absolute_error: 66.7675
Epoch 1758/5000
148/148 [==============================] - 0s 20us/step - loss: 5379.9727 - mean_absolute_error: 52.4541 - val_loss: 9905.0959 - val_mean_absolute_error: 66.7629
Epoch 1759/5000
148/148 [==============================] - 0s 20us/step - loss: 5378.8701 - mean_absolute_error: 52.4487 - val_loss: 9904.1274 - val_mean_absolute_error: 66.7581
Epoch 1760/5000
148/148 [==============================] - 0s 27us/step - loss: 5377.7676 - mean_absolute_error: 52.4429 - val_loss: 9903.1384 - val_mean_absolute_error: 66.7534
Epoch 1761/5000
148/148 [==============================] - 0s 20us/step - loss: 5376.6763 - mean_absolute_error: 52.4373 - val_loss: 9902.0967 - val_mean_absolute_error: 66.7486
Epoch 1762/5000
148/148 [==============================] - 0s 34us/step - loss: 5375.5898 - mean_absolute_error: 52.4320 - val_loss: 9900.9857 - val_mean_absolute_error: 66.7437
Epoch 1763/5000
148/148 [==============================] - 0s 27us/step - loss: 5374.4814 - mean_absolute_error: 52.4268 - val_loss: 9899.8105 - val_mean_absolute_error: 66.7387
Epoch 1764/5000
148/148 [==============================] - 0s 27us/step - loss: 5373.3906 - mean_absolute_error: 52.4220 - val_loss: 9898.6216 - val_mean_absolute_error: 66.7336
Epoch 1765/5000
148/148 [==============================] - 0s 27us/step - loss: 5372.3032 - mean_absolute_error: 52.4172 - val_loss: 9897.4228 - val_mean_absolute_error: 66.7284
Epoch 1766/5000
148/148 [==============================] - 0s 27us/step - loss: 5371.2246 - mean_absolute_error: 52.4122 - val_loss: 9896.3264 - val_mean_absolute_error: 66.7234
Epoch 1767/5000
148/148 [==============================] - 0s 27us/step - loss: 5370.1240 - mean_absolute_error: 52.4067 - val_loss: 9895.3103 - val_mean_absolute_error: 66.7186
Epoch 1768/5000
148/148 [==============================] - 0s 20us/step - loss: 5369.0176 - mean_absolute_error: 52.4010 - val_loss: 9894.2815 - val_mean_absolute_error: 66.7139
Epoch 1769/5000
148/148 [==============================] - 0s 27us/step - loss: 5367.9268 - mean_absolute_error: 52.3954 - val_loss: 9893.2055 - val_mean_absolute_error: 66.7092
Epoch 1770/5000
148/148 [==============================] - 0s 34us/step - loss: 5366.8359 - mean_absolute_error: 52.3901 - val_loss: 9892.1020 - val_mean_absolute_error: 66.7043
Epoch 1771/5000
148/148 [==============================] - 0s 27us/step - loss: 5365.7407 - mean_absolute_error: 52.3848 - val_loss: 9890.9758 - val_mean_absolute_error: 66.6992
Epoch 1772/5000
148/148 [==============================] - 0s 27us/step - loss: 5364.6392 - mean_absolute_error: 52.3795 - val_loss: 9889.8013 - val_mean_absolute_error: 66.6940
Epoch 1773/5000
148/148 [==============================] - 0s 27us/step - loss: 5363.5454 - mean_absolute_error: 52.3745 - val_loss: 9888.6906 - val_mean_absolute_error: 66.6889
Epoch 1774/5000
148/148 [==============================] - 0s 27us/step - loss: 5362.4453 - mean_absolute_error: 52.3691 - val_loss: 9887.6396 - val_mean_absolute_error: 66.6838
Epoch 1775/5000
148/148 [==============================] - 0s 34us/step - loss: 5361.3540 - mean_absolute_error: 52.3635 - val_loss: 9886.5343 - val_mean_absolute_error: 66.6786
Epoch 1776/5000
148/148 [==============================] - 0s 27us/step - loss: 5360.2642 - mean_absolute_error: 52.3580 - val_loss: 9885.3721 - val_mean_absolute_error: 66.6733
Epoch 1777/5000
148/148 [==============================] - 0s 34us/step - loss: 5359.1704 - mean_absolute_error: 52.3528 - val_loss: 9884.1571 - val_mean_absolute_error: 66.6680
Epoch 1778/5000
148/148 [==============================] - 0s 27us/step - loss: 5358.0659 - mean_absolute_error: 52.3478 - val_loss: 9883.0185 - val_mean_absolute_error: 66.6629
Epoch 1779/5000
148/148 [==============================] - 0s 34us/step - loss: 5356.9766 - mean_absolute_error: 52.3427 - val_loss: 9881.9807 - val_mean_absolute_error: 66.6579
Epoch 1780/5000
148/148 [==============================] - 0s 20us/step - loss: 5355.8784 - mean_absolute_error: 52.3374 - val_loss: 9880.9299 - val_mean_absolute_error: 66.6529
Epoch 1781/5000
148/148 [==============================] - 0s 20us/step - loss: 5354.7871 - mean_absolute_error: 52.3321 - val_loss: 9879.8399 - val_mean_absolute_error: 66.6479
Epoch 1782/5000
148/148 [==============================] - 0s 20us/step - loss: 5353.6953 - mean_absolute_error: 52.3268 - val_loss: 9878.7138 - val_mean_absolute_error: 66.6430
Epoch 1783/5000
148/148 [==============================] - 0s 27us/step - loss: 5352.6035 - mean_absolute_error: 52.3215 - val_loss: 9877.5836 - val_mean_absolute_error: 66.6379
Epoch 1784/5000
148/148 [==============================] - 0s 27us/step - loss: 5351.5132 - mean_absolute_error: 52.3163 - val_loss: 9876.5419 - val_mean_absolute_error: 66.6330
Epoch 1785/5000
148/148 [==============================] - 0s 27us/step - loss: 5350.4307 - mean_absolute_error: 52.3107 - val_loss: 9875.4791 - val_mean_absolute_error: 66.6280
Epoch 1786/5000
148/148 [==============================] - 0s 34us/step - loss: 5349.3384 - mean_absolute_error: 52.3053 - val_loss: 9874.3805 - val_mean_absolute_error: 66.6231
Epoch 1787/5000
148/148 [==============================] - 0s 34us/step - loss: 5348.2402 - mean_absolute_error: 52.3000 - val_loss: 9873.2458 - val_mean_absolute_error: 66.6181
Epoch 1788/5000
148/148 [==============================] - 0s 34us/step - loss: 5347.1470 - mean_absolute_error: 52.2949 - val_loss: 9872.1933 - val_mean_absolute_error: 66.6130
Epoch 1789/5000
148/148 [==============================] - 0s 27us/step - loss: 5346.0723 - mean_absolute_error: 52.2896 - val_loss: 9871.0772 - val_mean_absolute_error: 66.6078
Epoch 1790/5000
148/148 [==============================] - 0s 27us/step - loss: 5344.9863 - mean_absolute_error: 52.2843 - val_loss: 9869.9835 - val_mean_absolute_error: 66.6027
Epoch 1791/5000
148/148 [==============================] - 0s 27us/step - loss: 5343.8887 - mean_absolute_error: 52.2787 - val_loss: 9868.8252 - val_mean_absolute_error: 66.5975
Epoch 1792/5000
148/148 [==============================] - 0s 34us/step - loss: 5342.8008 - mean_absolute_error: 52.2734 - val_loss: 9867.6551 - val_mean_absolute_error: 66.5923
Epoch 1793/5000
148/148 [==============================] - 0s 27us/step - loss: 5341.7207 - mean_absolute_error: 52.2682 - val_loss: 9866.4813 - val_mean_absolute_error: 66.5871
Epoch 1794/5000
148/148 [==============================] - 0s 34us/step - loss: 5340.6416 - mean_absolute_error: 52.2631 - val_loss: 9865.3984 - val_mean_absolute_error: 66.5820
Epoch 1795/5000
148/148 [==============================] - 0s 34us/step - loss: 5339.5571 - mean_absolute_error: 52.2577 - val_loss: 9864.3951 - val_mean_absolute_error: 66.5771
Epoch 1796/5000
148/148 [==============================] - 0s 27us/step - loss: 5338.4604 - mean_absolute_error: 52.2523 - val_loss: 9863.3522 - val_mean_absolute_error: 66.5723
Epoch 1797/5000
148/148 [==============================] - 0s 20us/step - loss: 5337.3921 - mean_absolute_error: 52.2472 - val_loss: 9862.2454 - val_mean_absolute_error: 66.5672
Epoch 1798/5000
148/148 [==============================] - 0s 27us/step - loss: 5336.3164 - mean_absolute_error: 52.2420 - val_loss: 9861.0912 - val_mean_absolute_error: 66.5620
Epoch 1799/5000
148/148 [==============================] - 0s 27us/step - loss: 5335.2285 - mean_absolute_error: 52.2367 - val_loss: 9859.9267 - val_mean_absolute_error: 66.5566
Epoch 1800/5000
148/148 [==============================] - 0s 20us/step - loss: 5334.1489 - mean_absolute_error: 52.2313 - val_loss: 9858.8386 - val_mean_absolute_error: 66.5515
Epoch 1801/5000
148/148 [==============================] - 0s 27us/step - loss: 5333.0757 - mean_absolute_error: 52.2258 - val_loss: 9857.7260 - val_mean_absolute_error: 66.5464
Epoch 1802/5000
148/148 [==============================] - 0s 27us/step - loss: 5331.9932 - mean_absolute_error: 52.2204 - val_loss: 9856.5898 - val_mean_absolute_error: 66.5413
Epoch 1803/5000
148/148 [==============================] - 0s 20us/step - loss: 5330.9116 - mean_absolute_error: 52.2151 - val_loss: 9855.5265 - val_mean_absolute_error: 66.5365
Epoch 1804/5000
148/148 [==============================] - 0s 27us/step - loss: 5329.8320 - mean_absolute_error: 52.2097 - val_loss: 9854.5289 - val_mean_absolute_error: 66.5317
Epoch 1805/5000
148/148 [==============================] - 0s 27us/step - loss: 5328.7539 - mean_absolute_error: 52.2042 - val_loss: 9853.5093 - val_mean_absolute_error: 66.5268
Epoch 1806/5000
148/148 [==============================] - 0s 27us/step - loss: 5327.6753 - mean_absolute_error: 52.1988 - val_loss: 9852.4477 - val_mean_absolute_error: 66.5219
Epoch 1807/5000
148/148 [==============================] - 0s 27us/step - loss: 5326.6069 - mean_absolute_error: 52.1935 - val_loss: 9851.3260 - val_mean_absolute_error: 66.5168
Epoch 1808/5000
148/148 [==============================] - 0s 27us/step - loss: 5325.5298 - mean_absolute_error: 52.1883 - val_loss: 9850.1537 - val_mean_absolute_error: 66.5118
Epoch 1809/5000
148/148 [==============================] - 0s 27us/step - loss: 5324.4478 - mean_absolute_error: 52.1830 - val_loss: 9849.0607 - val_mean_absolute_error: 66.5070
Epoch 1810/5000
148/148 [==============================] - 0s 27us/step - loss: 5323.3633 - mean_absolute_error: 52.1775 - val_loss: 9847.9384 - val_mean_absolute_error: 66.5022
Epoch 1811/5000
148/148 [==============================] - 0s 34us/step - loss: 5322.2915 - mean_absolute_error: 52.1721 - val_loss: 9846.8043 - val_mean_absolute_error: 66.4973
Epoch 1812/5000
148/148 [==============================] - 0s 20us/step - loss: 5321.2231 - mean_absolute_error: 52.1667 - val_loss: 9845.7473 - val_mean_absolute_error: 66.4924
Epoch 1813/5000
148/148 [==============================] - 0s 27us/step - loss: 5320.1392 - mean_absolute_error: 52.1612 - val_loss: 9844.6694 - val_mean_absolute_error: 66.4874
Epoch 1814/5000
148/148 [==============================] - 0s 27us/step - loss: 5319.0786 - mean_absolute_error: 52.1558 - val_loss: 9843.6736 - val_mean_absolute_error: 66.4827
Epoch 1815/5000
148/148 [==============================] - 0s 27us/step - loss: 5318.0015 - mean_absolute_error: 52.1504 - val_loss: 9842.6540 - val_mean_absolute_error: 66.4781
Epoch 1816/5000
148/148 [==============================] - 0s 27us/step - loss: 5316.9248 - mean_absolute_error: 52.1452 - val_loss: 9841.6072 - val_mean_absolute_error: 66.4733
Epoch 1817/5000
148/148 [==============================] - 0s 27us/step - loss: 5315.8604 - mean_absolute_error: 52.1398 - val_loss: 9840.4800 - val_mean_absolute_error: 66.4683
Epoch 1818/5000
148/148 [==============================] - 0s 34us/step - loss: 5314.7861 - mean_absolute_error: 52.1345 - val_loss: 9839.3417 - val_mean_absolute_error: 66.4633
Epoch 1819/5000
148/148 [==============================] - 0s 27us/step - loss: 5313.7119 - mean_absolute_error: 52.1290 - val_loss: 9838.2917 - val_mean_absolute_error: 66.4583
Epoch 1820/5000
148/148 [==============================] - 0s 27us/step - loss: 5312.6489 - mean_absolute_error: 52.1233 - val_loss: 9837.1912 - val_mean_absolute_error: 66.4534
Epoch 1821/5000
148/148 [==============================] - 0s 27us/step - loss: 5311.5801 - mean_absolute_error: 52.1178 - val_loss: 9836.0654 - val_mean_absolute_error: 66.4485
Epoch 1822/5000
148/148 [==============================] - 0s 27us/step - loss: 5310.5259 - mean_absolute_error: 52.1126 - val_loss: 9835.0044 - val_mean_absolute_error: 66.4437
Epoch 1823/5000
148/148 [==============================] - 0s 27us/step - loss: 5309.4478 - mean_absolute_error: 52.1072 - val_loss: 9833.9692 - val_mean_absolute_error: 66.4390
Epoch 1824/5000
148/148 [==============================] - 0s 27us/step - loss: 5308.3789 - mean_absolute_error: 52.1018 - val_loss: 9832.8751 - val_mean_absolute_error: 66.4341
Epoch 1825/5000
148/148 [==============================] - 0s 34us/step - loss: 5307.3066 - mean_absolute_error: 52.0966 - val_loss: 9831.7813 - val_mean_absolute_error: 66.4291
Epoch 1826/5000
148/148 [==============================] - 0s 20us/step - loss: 5306.2554 - mean_absolute_error: 52.0914 - val_loss: 9830.7739 - val_mean_absolute_error: 66.4243
Epoch 1827/5000
148/148 [==============================] - 0s 27us/step - loss: 5305.1880 - mean_absolute_error: 52.0859 - val_loss: 9829.7379 - val_mean_absolute_error: 66.4196
Epoch 1828/5000
148/148 [==============================] - 0s 27us/step - loss: 5304.1265 - mean_absolute_error: 52.0803 - val_loss: 9828.6895 - val_mean_absolute_error: 66.4150
Epoch 1829/5000
148/148 [==============================] - 0s 27us/step - loss: 5303.0542 - mean_absolute_error: 52.0747 - val_loss: 9827.6165 - val_mean_absolute_error: 66.4104
Epoch 1830/5000
148/148 [==============================] - 0s 27us/step - loss: 5302.0020 - mean_absolute_error: 52.0694 - val_loss: 9826.5234 - val_mean_absolute_error: 66.4056
Epoch 1831/5000
148/148 [==============================] - 0s 34us/step - loss: 5300.9419 - mean_absolute_error: 52.0641 - val_loss: 9825.3946 - val_mean_absolute_error: 66.4008
Epoch 1832/5000
148/148 [==============================] - 0s 20us/step - loss: 5299.8892 - mean_absolute_error: 52.0590 - val_loss: 9824.3502 - val_mean_absolute_error: 66.3960
Epoch 1833/5000
148/148 [==============================] - 0s 34us/step - loss: 5298.8198 - mean_absolute_error: 52.0536 - val_loss: 9823.3876 - val_mean_absolute_error: 66.3913
Epoch 1834/5000
148/148 [==============================] - 0s 27us/step - loss: 5297.7651 - mean_absolute_error: 52.0480 - val_loss: 9822.4394 - val_mean_absolute_error: 66.3867
Epoch 1835/5000
148/148 [==============================] - 0s 20us/step - loss: 5296.7080 - mean_absolute_error: 52.0423 - val_loss: 9821.4248 - val_mean_absolute_error: 66.3821
Epoch 1836/5000
148/148 [==============================] - 0s 34us/step - loss: 5295.6367 - mean_absolute_error: 52.0369 - val_loss: 9820.3496 - val_mean_absolute_error: 66.3775
Epoch 1837/5000
148/148 [==============================] - 0s 20us/step - loss: 5294.5776 - mean_absolute_error: 52.0318 - val_loss: 9819.2586 - val_mean_absolute_error: 66.3727
Epoch 1838/5000
148/148 [==============================] - 0s 20us/step - loss: 5293.5225 - mean_absolute_error: 52.0267 - val_loss: 9818.1526 - val_mean_absolute_error: 66.3677
Epoch 1839/5000
148/148 [==============================] - 0s 27us/step - loss: 5292.4727 - mean_absolute_error: 52.0214 - val_loss: 9817.1103 - val_mean_absolute_error: 66.3629
Epoch 1840/5000
148/148 [==============================] - 0s 20us/step - loss: 5291.4092 - mean_absolute_error: 52.0159 - val_loss: 9816.1333 - val_mean_absolute_error: 66.3582
Epoch 1841/5000
148/148 [==============================] - 0s 27us/step - loss: 5290.3584 - mean_absolute_error: 52.0103 - val_loss: 9815.1141 - val_mean_absolute_error: 66.3535
Epoch 1842/5000
148/148 [==============================] - 0s 27us/step - loss: 5289.3169 - mean_absolute_error: 52.0049 - val_loss: 9814.0357 - val_mean_absolute_error: 66.3486
Epoch 1843/5000
148/148 [==============================] - 0s 20us/step - loss: 5288.2568 - mean_absolute_error: 51.9996 - val_loss: 9812.9240 - val_mean_absolute_error: 66.3436
Epoch 1844/5000
148/148 [==============================] - 0s 41us/step - loss: 5287.2012 - mean_absolute_error: 51.9945 - val_loss: 9811.8119 - val_mean_absolute_error: 66.3387
Epoch 1845/5000
148/148 [==============================] - 0s 27us/step - loss: 5286.1519 - mean_absolute_error: 51.9893 - val_loss: 9810.7129 - val_mean_absolute_error: 66.3337
Epoch 1846/5000
148/148 [==============================] - 0s 27us/step - loss: 5285.1060 - mean_absolute_error: 51.9842 - val_loss: 9809.7162 - val_mean_absolute_error: 66.3290
Epoch 1847/5000
148/148 [==============================] - 0s 27us/step - loss: 5284.0601 - mean_absolute_error: 51.9786 - val_loss: 9808.6590 - val_mean_absolute_error: 66.3242
Epoch 1848/5000
148/148 [==============================] - 0s 34us/step - loss: 5283.0078 - mean_absolute_error: 51.9730 - val_loss: 9807.5508 - val_mean_absolute_error: 66.3193
Epoch 1849/5000
148/148 [==============================] - 0s 27us/step - loss: 5281.9688 - mean_absolute_error: 51.9677 - val_loss: 9806.4766 - val_mean_absolute_error: 66.3146
Epoch 1850/5000
148/148 [==============================] - 0s 27us/step - loss: 5280.9253 - mean_absolute_error: 51.9625 - val_loss: 9805.4745 - val_mean_absolute_error: 66.3101
Epoch 1851/5000
148/148 [==============================] - 0s 27us/step - loss: 5279.8828 - mean_absolute_error: 51.9571 - val_loss: 9804.4572 - val_mean_absolute_error: 66.3055
Epoch 1852/5000
148/148 [==============================] - 0s 27us/step - loss: 5278.8423 - mean_absolute_error: 51.9517 - val_loss: 9803.4276 - val_mean_absolute_error: 66.3008
Epoch 1853/5000
148/148 [==============================] - 0s 20us/step - loss: 5277.8057 - mean_absolute_error: 51.9465 - val_loss: 9802.3951 - val_mean_absolute_error: 66.2962
Epoch 1854/5000
148/148 [==============================] - 0s 27us/step - loss: 5276.7563 - mean_absolute_error: 51.9413 - val_loss: 9801.4426 - val_mean_absolute_error: 66.2918
Epoch 1855/5000
148/148 [==============================] - 0s 27us/step - loss: 5275.7373 - mean_absolute_error: 51.9362 - val_loss: 9800.5606 - val_mean_absolute_error: 66.2876
Epoch 1856/5000
148/148 [==============================] - 0s 27us/step - loss: 5274.7070 - mean_absolute_error: 51.9307 - val_loss: 9799.6173 - val_mean_absolute_error: 66.2830
Epoch 1857/5000
148/148 [==============================] - 0s 34us/step - loss: 5273.6616 - mean_absolute_error: 51.9251 - val_loss: 9798.6171 - val_mean_absolute_error: 66.2783
Epoch 1858/5000
148/148 [==============================] - 0s 20us/step - loss: 5272.6338 - mean_absolute_error: 51.9194 - val_loss: 9797.5562 - val_mean_absolute_error: 66.2735
Epoch 1859/5000
148/148 [==============================] - 0s 27us/step - loss: 5271.6016 - mean_absolute_error: 51.9140 - val_loss: 9796.4751 - val_mean_absolute_error: 66.2687
Epoch 1860/5000
148/148 [==============================] - 0s 27us/step - loss: 5270.5635 - mean_absolute_error: 51.9086 - val_loss: 9795.3597 - val_mean_absolute_error: 66.2639
Epoch 1861/5000
148/148 [==============================] - 0s 27us/step - loss: 5269.5332 - mean_absolute_error: 51.9034 - val_loss: 9794.3114 - val_mean_absolute_error: 66.2592
Epoch 1862/5000
148/148 [==============================] - 0s 34us/step - loss: 5268.4976 - mean_absolute_error: 51.8981 - val_loss: 9793.3207 - val_mean_absolute_error: 66.2545
Epoch 1863/5000
148/148 [==============================] - 0s 34us/step - loss: 5267.4492 - mean_absolute_error: 51.8927 - val_loss: 9792.3831 - val_mean_absolute_error: 66.2501
Epoch 1864/5000
148/148 [==============================] - 0s 27us/step - loss: 5266.4014 - mean_absolute_error: 51.8871 - val_loss: 9791.4090 - val_mean_absolute_error: 66.2456
Epoch 1865/5000
148/148 [==============================] - 0s 27us/step - loss: 5265.3599 - mean_absolute_error: 51.8818 - val_loss: 9790.4052 - val_mean_absolute_error: 66.2411
Epoch 1866/5000
148/148 [==============================] - 0s 20us/step - loss: 5264.3198 - mean_absolute_error: 51.8764 - val_loss: 9789.3300 - val_mean_absolute_error: 66.2364
Epoch 1867/5000
148/148 [==============================] - 0s 27us/step - loss: 5263.2905 - mean_absolute_error: 51.8710 - val_loss: 9788.2456 - val_mean_absolute_error: 66.2317
Epoch 1868/5000
148/148 [==============================] - 0s 27us/step - loss: 5262.2617 - mean_absolute_error: 51.8654 - val_loss: 9787.1510 - val_mean_absolute_error: 66.2268
Epoch 1869/5000
148/148 [==============================] - 0s 34us/step - loss: 5261.2393 - mean_absolute_error: 51.8600 - val_loss: 9786.0572 - val_mean_absolute_error: 66.2220
Epoch 1870/5000
148/148 [==============================] - 0s 27us/step - loss: 5260.1958 - mean_absolute_error: 51.8547 - val_loss: 9784.9771 - val_mean_absolute_error: 66.2173
Epoch 1871/5000
148/148 [==============================] - 0s 20us/step - loss: 5259.1597 - mean_absolute_error: 51.8495 - val_loss: 9783.9679 - val_mean_absolute_error: 66.2127
Epoch 1872/5000
148/148 [==============================] - 0s 34us/step - loss: 5258.1318 - mean_absolute_error: 51.8441 - val_loss: 9782.9966 - val_mean_absolute_error: 66.2083
Epoch 1873/5000
148/148 [==============================] - 0s 27us/step - loss: 5257.1025 - mean_absolute_error: 51.8386 - val_loss: 9782.0870 - val_mean_absolute_error: 66.2040
Epoch 1874/5000
148/148 [==============================] - 0s 27us/step - loss: 5256.0630 - mean_absolute_error: 51.8329 - val_loss: 9781.2310 - val_mean_absolute_error: 66.1998
Epoch 1875/5000
148/148 [==============================] - 0s 27us/step - loss: 5255.0396 - mean_absolute_error: 51.8272 - val_loss: 9780.3173 - val_mean_absolute_error: 66.1954
Epoch 1876/5000
148/148 [==============================] - 0s 27us/step - loss: 5254.0098 - mean_absolute_error: 51.8217 - val_loss: 9779.3328 - val_mean_absolute_error: 66.1910
Epoch 1877/5000
148/148 [==============================] - 0s 34us/step - loss: 5252.9692 - mean_absolute_error: 51.8163 - val_loss: 9778.2770 - val_mean_absolute_error: 66.1864
Epoch 1878/5000
148/148 [==============================] - 0s 27us/step - loss: 5251.9463 - mean_absolute_error: 51.8112 - val_loss: 9777.1814 - val_mean_absolute_error: 66.1817
Epoch 1879/5000
148/148 [==============================] - 0s 34us/step - loss: 5250.9141 - mean_absolute_error: 51.8060 - val_loss: 9776.0626 - val_mean_absolute_error: 66.1769
Epoch 1880/5000
148/148 [==============================] - 0s 27us/step - loss: 5249.8921 - mean_absolute_error: 51.8007 - val_loss: 9775.0518 - val_mean_absolute_error: 66.1723
Epoch 1881/5000
148/148 [==============================] - 0s 27us/step - loss: 5248.8735 - mean_absolute_error: 51.7950 - val_loss: 9774.0499 - val_mean_absolute_error: 66.1681
Epoch 1882/5000
148/148 [==============================] - 0s 27us/step - loss: 5247.8535 - mean_absolute_error: 51.7894 - val_loss: 9773.1368 - val_mean_absolute_error: 66.1644
Epoch 1883/5000
148/148 [==============================] - 0s 27us/step - loss: 5246.8223 - mean_absolute_error: 51.7838 - val_loss: 9772.1885 - val_mean_absolute_error: 66.1607
Epoch 1884/5000
148/148 [==============================] - 0s 27us/step - loss: 5245.8027 - mean_absolute_error: 51.7784 - val_loss: 9771.2086 - val_mean_absolute_error: 66.1568
Epoch 1885/5000
148/148 [==============================] - 0s 20us/step - loss: 5244.7690 - mean_absolute_error: 51.7730 - val_loss: 9770.2008 - val_mean_absolute_error: 66.1527
Epoch 1886/5000
148/148 [==============================] - 0s 27us/step - loss: 5243.7407 - mean_absolute_error: 51.7676 - val_loss: 9769.2514 - val_mean_absolute_error: 66.1487
Epoch 1887/5000
148/148 [==============================] - 0s 34us/step - loss: 5242.7275 - mean_absolute_error: 51.7622 - val_loss: 9768.3412 - val_mean_absolute_error: 66.1448
Epoch 1888/5000
148/148 [==============================] - 0s 34us/step - loss: 5241.6963 - mean_absolute_error: 51.7565 - val_loss: 9767.3691 - val_mean_absolute_error: 66.1407
Epoch 1889/5000
148/148 [==============================] - 0s 20us/step - loss: 5240.6812 - mean_absolute_error: 51.7508 - val_loss: 9766.3300 - val_mean_absolute_error: 66.1367
Epoch 1890/5000
148/148 [==============================] - 0s 27us/step - loss: 5239.6729 - mean_absolute_error: 51.7455 - val_loss: 9765.2374 - val_mean_absolute_error: 66.1326
Epoch 1891/5000
148/148 [==============================] - 0s 41us/step - loss: 5238.6523 - mean_absolute_error: 51.7404 - val_loss: 9764.1139 - val_mean_absolute_error: 66.1284
Epoch 1892/5000
148/148 [==============================] - 0s 34us/step - loss: 5237.6328 - mean_absolute_error: 51.7354 - val_loss: 9763.0917 - val_mean_absolute_error: 66.1244
Epoch 1893/5000
148/148 [==============================] - 0s 27us/step - loss: 5236.6172 - mean_absolute_error: 51.7301 - val_loss: 9762.1620 - val_mean_absolute_error: 66.1206
Epoch 1894/5000
148/148 [==============================] - 0s 34us/step - loss: 5235.6128 - mean_absolute_error: 51.7247 - val_loss: 9761.2172 - val_mean_absolute_error: 66.1169
Epoch 1895/5000
148/148 [==============================] - 0s 34us/step - loss: 5234.5991 - mean_absolute_error: 51.7197 - val_loss: 9760.2328 - val_mean_absolute_error: 66.1132
Epoch 1896/5000
148/148 [==============================] - 0s 34us/step - loss: 5233.6040 - mean_absolute_error: 51.7148 - val_loss: 9759.1957 - val_mean_absolute_error: 66.1094
Epoch 1897/5000
148/148 [==============================] - 0s 34us/step - loss: 5232.5874 - mean_absolute_error: 51.7098 - val_loss: 9758.0943 - val_mean_absolute_error: 66.1053
Epoch 1898/5000
148/148 [==============================] - 0s 20us/step - loss: 5231.5747 - mean_absolute_error: 51.7047 - val_loss: 9757.0811 - val_mean_absolute_error: 66.1014
Epoch 1899/5000
148/148 [==============================] - 0s 27us/step - loss: 5230.5674 - mean_absolute_error: 51.6995 - val_loss: 9756.1385 - val_mean_absolute_error: 66.0976
Epoch 1900/5000
148/148 [==============================] - 0s 20us/step - loss: 5229.5664 - mean_absolute_error: 51.6942 - val_loss: 9755.1518 - val_mean_absolute_error: 66.0938
Epoch 1901/5000
148/148 [==============================] - 0s 27us/step - loss: 5228.5576 - mean_absolute_error: 51.6894 - val_loss: 9754.1593 - val_mean_absolute_error: 66.0900
Epoch 1902/5000
148/148 [==============================] - 0s 20us/step - loss: 5227.5479 - mean_absolute_error: 51.6846 - val_loss: 9753.2579 - val_mean_absolute_error: 66.0863
Epoch 1903/5000
148/148 [==============================] - 0s 20us/step - loss: 5226.5557 - mean_absolute_error: 51.6797 - val_loss: 9752.2836 - val_mean_absolute_error: 66.0824
Epoch 1904/5000
148/148 [==============================] - 0s 27us/step - loss: 5225.5508 - mean_absolute_error: 51.6748 - val_loss: 9751.2376 - val_mean_absolute_error: 66.0785
Epoch 1905/5000
148/148 [==============================] - 0s 20us/step - loss: 5224.5562 - mean_absolute_error: 51.6698 - val_loss: 9750.2445 - val_mean_absolute_error: 66.0746
Epoch 1906/5000
148/148 [==============================] - 0s 27us/step - loss: 5223.5483 - mean_absolute_error: 51.6648 - val_loss: 9749.2086 - val_mean_absolute_error: 66.0706
Epoch 1907/5000
148/148 [==============================] - 0s 34us/step - loss: 5222.5483 - mean_absolute_error: 51.6599 - val_loss: 9748.1760 - val_mean_absolute_error: 66.0666
Epoch 1908/5000
148/148 [==============================] - 0s 27us/step - loss: 5221.5498 - mean_absolute_error: 51.6552 - val_loss: 9747.2221 - val_mean_absolute_error: 66.0626
Epoch 1909/5000
148/148 [==============================] - 0s 20us/step - loss: 5220.5420 - mean_absolute_error: 51.6502 - val_loss: 9746.3280 - val_mean_absolute_error: 66.0589
Epoch 1910/5000
148/148 [==============================] - 0s 27us/step - loss: 5219.5508 - mean_absolute_error: 51.6452 - val_loss: 9745.4127 - val_mean_absolute_error: 66.0551
Epoch 1911/5000
148/148 [==============================] - 0s 27us/step - loss: 5218.5513 - mean_absolute_error: 51.6400 - val_loss: 9744.4300 - val_mean_absolute_error: 66.0513
Epoch 1912/5000
148/148 [==============================] - 0s 34us/step - loss: 5217.5420 - mean_absolute_error: 51.6348 - val_loss: 9743.4008 - val_mean_absolute_error: 66.0475
Epoch 1913/5000
148/148 [==============================] - 0s 20us/step - loss: 5216.5381 - mean_absolute_error: 51.6301 - val_loss: 9742.3445 - val_mean_absolute_error: 66.0436
Epoch 1914/5000
148/148 [==============================] - 0s 34us/step - loss: 5215.5259 - mean_absolute_error: 51.6253 - val_loss: 9741.2732 - val_mean_absolute_error: 66.0395
Epoch 1915/5000
148/148 [==============================] - 0s 27us/step - loss: 5214.5161 - mean_absolute_error: 51.6206 - val_loss: 9740.2780 - val_mean_absolute_error: 66.0353
Epoch 1916/5000
148/148 [==============================] - 0s 27us/step - loss: 5213.5063 - mean_absolute_error: 51.6154 - val_loss: 9739.3490 - val_mean_absolute_error: 66.0314
Epoch 1917/5000
148/148 [==============================] - 0s 20us/step - loss: 5212.5054 - mean_absolute_error: 51.6099 - val_loss: 9738.3843 - val_mean_absolute_error: 66.0275
Epoch 1918/5000
148/148 [==============================] - 0s 27us/step - loss: 5211.4985 - mean_absolute_error: 51.6047 - val_loss: 9737.3640 - val_mean_absolute_error: 66.0236
Epoch 1919/5000
148/148 [==============================] - 0s 20us/step - loss: 5210.4824 - mean_absolute_error: 51.5996 - val_loss: 9736.2973 - val_mean_absolute_error: 66.0197
Epoch 1920/5000
148/148 [==============================] - 0s 27us/step - loss: 5209.4634 - mean_absolute_error: 51.5948 - val_loss: 9735.3188 - val_mean_absolute_error: 66.0161
Epoch 1921/5000
148/148 [==============================] - 0s 27us/step - loss: 5208.4556 - mean_absolute_error: 51.5900 - val_loss: 9734.4082 - val_mean_absolute_error: 66.0125
Epoch 1922/5000
148/148 [==============================] - 0s 27us/step - loss: 5207.4482 - mean_absolute_error: 51.5850 - val_loss: 9733.4588 - val_mean_absolute_error: 66.0087
Epoch 1923/5000
148/148 [==============================] - 0s 20us/step - loss: 5206.4297 - mean_absolute_error: 51.5800 - val_loss: 9732.4518 - val_mean_absolute_error: 66.0046
Epoch 1924/5000
148/148 [==============================] - 0s 27us/step - loss: 5205.4263 - mean_absolute_error: 51.5752 - val_loss: 9731.4988 - val_mean_absolute_error: 66.0005
Epoch 1925/5000
148/148 [==============================] - 0s 34us/step - loss: 5204.4170 - mean_absolute_error: 51.5700 - val_loss: 9730.4707 - val_mean_absolute_error: 65.9964
Epoch 1926/5000
148/148 [==============================] - 0s 20us/step - loss: 5203.4062 - mean_absolute_error: 51.5649 - val_loss: 9729.4273 - val_mean_absolute_error: 65.9924
Epoch 1927/5000
148/148 [==============================] - 0s 27us/step - loss: 5202.3989 - mean_absolute_error: 51.5599 - val_loss: 9728.3678 - val_mean_absolute_error: 65.9885
Epoch 1928/5000
148/148 [==============================] - 0s 27us/step - loss: 5201.4116 - mean_absolute_error: 51.5551 - val_loss: 9727.3978 - val_mean_absolute_error: 65.9847
Epoch 1929/5000
148/148 [==============================] - 0s 27us/step - loss: 5200.4116 - mean_absolute_error: 51.5500 - val_loss: 9726.4027 - val_mean_absolute_error: 65.9807
Epoch 1930/5000
148/148 [==============================] - 0s 27us/step - loss: 5199.3979 - mean_absolute_error: 51.5449 - val_loss: 9725.5017 - val_mean_absolute_error: 65.9768
Epoch 1931/5000
148/148 [==============================] - 0s 34us/step - loss: 5198.3794 - mean_absolute_error: 51.5397 - val_loss: 9724.5898 - val_mean_absolute_error: 65.9729
Epoch 1932/5000
148/148 [==============================] - 0s 20us/step - loss: 5197.3892 - mean_absolute_error: 51.5346 - val_loss: 9723.6003 - val_mean_absolute_error: 65.9690
Epoch 1933/5000
148/148 [==============================] - 0s 27us/step - loss: 5196.4048 - mean_absolute_error: 51.5298 - val_loss: 9722.6448 - val_mean_absolute_error: 65.9652
Epoch 1934/5000
148/148 [==============================] - 0s 27us/step - loss: 5195.3838 - mean_absolute_error: 51.5248 - val_loss: 9721.6047 - val_mean_absolute_error: 65.9613
Epoch 1935/5000
148/148 [==============================] - 0s 34us/step - loss: 5194.3735 - mean_absolute_error: 51.5198 - val_loss: 9720.6221 - val_mean_absolute_error: 65.9574
Epoch 1936/5000
148/148 [==============================] - 0s 27us/step - loss: 5193.3730 - mean_absolute_error: 51.5147 - val_loss: 9719.5995 - val_mean_absolute_error: 65.9533
Epoch 1937/5000
148/148 [==============================] - 0s 27us/step - loss: 5192.3828 - mean_absolute_error: 51.5098 - val_loss: 9718.5578 - val_mean_absolute_error: 65.9491
Epoch 1938/5000
148/148 [==============================] - 0s 27us/step - loss: 5191.3765 - mean_absolute_error: 51.5050 - val_loss: 9717.5071 - val_mean_absolute_error: 65.9448
Epoch 1939/5000
148/148 [==============================] - 0s 27us/step - loss: 5190.3813 - mean_absolute_error: 51.5002 - val_loss: 9716.5556 - val_mean_absolute_error: 65.9407
Epoch 1940/5000
148/148 [==============================] - 0s 27us/step - loss: 5189.3823 - mean_absolute_error: 51.4949 - val_loss: 9715.6884 - val_mean_absolute_error: 65.9369
Epoch 1941/5000
148/148 [==============================] - 0s 27us/step - loss: 5188.3887 - mean_absolute_error: 51.4895 - val_loss: 9714.7589 - val_mean_absolute_error: 65.9332
Epoch 1942/5000
148/148 [==============================] - 0s 27us/step - loss: 5187.3862 - mean_absolute_error: 51.4844 - val_loss: 9713.7421 - val_mean_absolute_error: 65.9294
Epoch 1943/5000
148/148 [==============================] - 0s 20us/step - loss: 5186.3901 - mean_absolute_error: 51.4797 - val_loss: 9712.6771 - val_mean_absolute_error: 65.9254
Epoch 1944/5000
148/148 [==============================] - 0s 34us/step - loss: 5185.3950 - mean_absolute_error: 51.4749 - val_loss: 9711.5988 - val_mean_absolute_error: 65.9212
Epoch 1945/5000
148/148 [==============================] - 0s 27us/step - loss: 5184.3877 - mean_absolute_error: 51.4702 - val_loss: 9710.5997 - val_mean_absolute_error: 65.9170
Epoch 1946/5000
148/148 [==============================] - 0s 20us/step - loss: 5183.3765 - mean_absolute_error: 51.4652 - val_loss: 9709.6634 - val_mean_absolute_error: 65.9131
Epoch 1947/5000
148/148 [==============================] - 0s 41us/step - loss: 5182.3501 - mean_absolute_error: 51.4599 - val_loss: 9708.7887 - val_mean_absolute_error: 65.9093
Epoch 1948/5000
148/148 [==============================] - 0s 27us/step - loss: 5181.3301 - mean_absolute_error: 51.4542 - val_loss: 9707.8768 - val_mean_absolute_error: 65.9056
Epoch 1949/5000
148/148 [==============================] - 0s 27us/step - loss: 5180.3105 - mean_absolute_error: 51.4487 - val_loss: 9706.9309 - val_mean_absolute_error: 65.9018
Epoch 1950/5000
148/148 [==============================] - 0s 27us/step - loss: 5179.2783 - mean_absolute_error: 51.4433 - val_loss: 9705.9469 - val_mean_absolute_error: 65.8981
Epoch 1951/5000
148/148 [==============================] - 0s 27us/step - loss: 5178.2407 - mean_absolute_error: 51.4381 - val_loss: 9704.8961 - val_mean_absolute_error: 65.8942
Epoch 1952/5000
148/148 [==============================] - 0s 27us/step - loss: 5177.2197 - mean_absolute_error: 51.4332 - val_loss: 9703.7848 - val_mean_absolute_error: 65.8902
Epoch 1953/5000
148/148 [==============================] - 0s 34us/step - loss: 5176.1836 - mean_absolute_error: 51.4284 - val_loss: 9702.6477 - val_mean_absolute_error: 65.8859
Epoch 1954/5000
148/148 [==============================] - 0s 20us/step - loss: 5175.1665 - mean_absolute_error: 51.4234 - val_loss: 9701.6135 - val_mean_absolute_error: 65.8819
Epoch 1955/5000
148/148 [==============================] - 0s 27us/step - loss: 5174.1299 - mean_absolute_error: 51.4180 - val_loss: 9700.6886 - val_mean_absolute_error: 65.8780
Epoch 1956/5000
148/148 [==============================] - 0s 27us/step - loss: 5173.0776 - mean_absolute_error: 51.4122 - val_loss: 9699.8398 - val_mean_absolute_error: 65.8745
Epoch 1957/5000
148/148 [==============================] - 0s 27us/step - loss: 5172.0415 - mean_absolute_error: 51.4065 - val_loss: 9698.9091 - val_mean_absolute_error: 65.8708
Epoch 1958/5000
148/148 [==============================] - 0s 27us/step - loss: 5171.0249 - mean_absolute_error: 51.4011 - val_loss: 9697.9070 - val_mean_absolute_error: 65.8669
Epoch 1959/5000
148/148 [==============================] - 0s 27us/step - loss: 5169.9932 - mean_absolute_error: 51.3959 - val_loss: 9696.8563 - val_mean_absolute_error: 65.8629
Epoch 1960/5000
148/148 [==============================] - 0s 34us/step - loss: 5168.9546 - mean_absolute_error: 51.3908 - val_loss: 9695.7859 - val_mean_absolute_error: 65.8587
Epoch 1961/5000
148/148 [==============================] - 0s 27us/step - loss: 5167.9141 - mean_absolute_error: 51.3858 - val_loss: 9694.6839 - val_mean_absolute_error: 65.8546
Epoch 1962/5000
148/148 [==============================] - 0s 27us/step - loss: 5166.8882 - mean_absolute_error: 51.3809 - val_loss: 9693.6483 - val_mean_absolute_error: 65.8505
Epoch 1963/5000
148/148 [==============================] - 0s 27us/step - loss: 5165.8560 - mean_absolute_error: 51.3758 - val_loss: 9692.6843 - val_mean_absolute_error: 65.8467
Epoch 1964/5000
148/148 [==============================] - 0s 27us/step - loss: 5164.8115 - mean_absolute_error: 51.3704 - val_loss: 9691.7506 - val_mean_absolute_error: 65.8430
Epoch 1965/5000
148/148 [==============================] - 0s 27us/step - loss: 5163.7710 - mean_absolute_error: 51.3648 - val_loss: 9690.7620 - val_mean_absolute_error: 65.8391
Epoch 1966/5000
148/148 [==============================] - 0s 27us/step - loss: 5162.7451 - mean_absolute_error: 51.3594 - val_loss: 9689.7304 - val_mean_absolute_error: 65.8350
Epoch 1967/5000
148/148 [==============================] - 0s 20us/step - loss: 5161.7188 - mean_absolute_error: 51.3543 - val_loss: 9688.6931 - val_mean_absolute_error: 65.8309
Epoch 1968/5000
148/148 [==============================] - 0s 34us/step - loss: 5160.6797 - mean_absolute_error: 51.3493 - val_loss: 9687.7205 - val_mean_absolute_error: 65.8271
Epoch 1969/5000
148/148 [==============================] - 0s 27us/step - loss: 5159.6475 - mean_absolute_error: 51.3443 - val_loss: 9686.7240 - val_mean_absolute_error: 65.8230
Epoch 1970/5000
148/148 [==============================] - 0s 27us/step - loss: 5158.6270 - mean_absolute_error: 51.3394 - val_loss: 9685.7957 - val_mean_absolute_error: 65.8191
Epoch 1971/5000
148/148 [==============================] - 0s 27us/step - loss: 5157.6045 - mean_absolute_error: 51.3341 - val_loss: 9684.8179 - val_mean_absolute_error: 65.8151
Epoch 1972/5000
148/148 [==============================] - 0s 27us/step - loss: 5156.5806 - mean_absolute_error: 51.3286 - val_loss: 9683.8097 - val_mean_absolute_error: 65.8111
Epoch 1973/5000
148/148 [==============================] - 0s 27us/step - loss: 5155.5610 - mean_absolute_error: 51.3235 - val_loss: 9682.7474 - val_mean_absolute_error: 65.8071
Epoch 1974/5000
148/148 [==============================] - 0s 27us/step - loss: 5154.5264 - mean_absolute_error: 51.3186 - val_loss: 9681.6383 - val_mean_absolute_error: 65.8031
Epoch 1975/5000
148/148 [==============================] - 0s 34us/step - loss: 5153.5215 - mean_absolute_error: 51.3139 - val_loss: 9680.5947 - val_mean_absolute_error: 65.7991
Epoch 1976/5000
148/148 [==============================] - 0s 27us/step - loss: 5152.5063 - mean_absolute_error: 51.3089 - val_loss: 9679.6258 - val_mean_absolute_error: 65.7952
Epoch 1977/5000
148/148 [==============================] - 0s 20us/step - loss: 5151.4702 - mean_absolute_error: 51.3034 - val_loss: 9678.7257 - val_mean_absolute_error: 65.7912
Epoch 1978/5000
148/148 [==============================] - 0s 27us/step - loss: 5150.4453 - mean_absolute_error: 51.2978 - val_loss: 9677.7812 - val_mean_absolute_error: 65.7870
Epoch 1979/5000
148/148 [==============================] - 0s 27us/step - loss: 5149.4468 - mean_absolute_error: 51.2923 - val_loss: 9676.7863 - val_mean_absolute_error: 65.7829
Epoch 1980/5000
148/148 [==============================] - 0s 34us/step - loss: 5148.4316 - mean_absolute_error: 51.2872 - val_loss: 9675.7415 - val_mean_absolute_error: 65.7790
Epoch 1981/5000
148/148 [==============================] - 0s 20us/step - loss: 5147.3970 - mean_absolute_error: 51.2825 - val_loss: 9674.6720 - val_mean_absolute_error: 65.7751
Epoch 1982/5000
148/148 [==============================] - 0s 20us/step - loss: 5146.3682 - mean_absolute_error: 51.2779 - val_loss: 9673.5929 - val_mean_absolute_error: 65.7710
Epoch 1983/5000
148/148 [==============================] - 0s 20us/step - loss: 5145.3545 - mean_absolute_error: 51.2733 - val_loss: 9672.5889 - val_mean_absolute_error: 65.7670
Epoch 1984/5000
148/148 [==============================] - 0s 27us/step - loss: 5144.3530 - mean_absolute_error: 51.2685 - val_loss: 9671.6398 - val_mean_absolute_error: 65.7631
Epoch 1985/5000
148/148 [==============================] - 0s 27us/step - loss: 5143.3359 - mean_absolute_error: 51.2633 - val_loss: 9670.7245 - val_mean_absolute_error: 65.7594
Epoch 1986/5000
148/148 [==============================] - 0s 27us/step - loss: 5142.3164 - mean_absolute_error: 51.2579 - val_loss: 9669.7587 - val_mean_absolute_error: 65.7555
Epoch 1987/5000
148/148 [==============================] - 0s 27us/step - loss: 5141.3076 - mean_absolute_error: 51.2525 - val_loss: 9668.7776 - val_mean_absolute_error: 65.7514
Epoch 1988/5000
148/148 [==============================] - 0s 27us/step - loss: 5140.2959 - mean_absolute_error: 51.2471 - val_loss: 9667.7621 - val_mean_absolute_error: 65.7473
Epoch 1989/5000
148/148 [==============================] - 0s 27us/step - loss: 5139.2827 - mean_absolute_error: 51.2420 - val_loss: 9666.7194 - val_mean_absolute_error: 65.7433
Epoch 1990/5000
148/148 [==============================] - 0s 20us/step - loss: 5138.2593 - mean_absolute_error: 51.2370 - val_loss: 9665.6579 - val_mean_absolute_error: 65.7394
Epoch 1991/5000
148/148 [==============================] - 0s 27us/step - loss: 5137.2329 - mean_absolute_error: 51.2321 - val_loss: 9664.6547 - val_mean_absolute_error: 65.7355
Epoch 1992/5000
148/148 [==============================] - 0s 27us/step - loss: 5136.2295 - mean_absolute_error: 51.2272 - val_loss: 9663.7109 - val_mean_absolute_error: 65.7316
Epoch 1993/5000
148/148 [==============================] - 0s 34us/step - loss: 5135.2236 - mean_absolute_error: 51.2221 - val_loss: 9662.7167 - val_mean_absolute_error: 65.7276
Epoch 1994/5000
148/148 [==============================] - 0s 27us/step - loss: 5134.2119 - mean_absolute_error: 51.2170 - val_loss: 9661.6898 - val_mean_absolute_error: 65.7236
Epoch 1995/5000
148/148 [==============================] - 0s 27us/step - loss: 5133.2012 - mean_absolute_error: 51.2119 - val_loss: 9660.6912 - val_mean_absolute_error: 65.7197
Epoch 1996/5000
148/148 [==============================] - 0s 27us/step - loss: 5132.2031 - mean_absolute_error: 51.2068 - val_loss: 9659.6516 - val_mean_absolute_error: 65.7156
Epoch 1997/5000
148/148 [==============================] - 0s 20us/step - loss: 5131.2104 - mean_absolute_error: 51.2019 - val_loss: 9658.7160 - val_mean_absolute_error: 65.7117
Epoch 1998/5000
148/148 [==============================] - 0s 27us/step - loss: 5130.2061 - mean_absolute_error: 51.1968 - val_loss: 9657.7576 - val_mean_absolute_error: 65.7079
Epoch 1999/5000
148/148 [==============================] - 0s 27us/step - loss: 5129.2007 - mean_absolute_error: 51.1918 - val_loss: 9656.7533 - val_mean_absolute_error: 65.7039
Epoch 2000/5000
148/148 [==============================] - 0s 27us/step - loss: 5128.2070 - mean_absolute_error: 51.1870 - val_loss: 9655.8209 - val_mean_absolute_error: 65.6999
Epoch 2001/5000
148/148 [==============================] - 0s 20us/step - loss: 5127.2012 - mean_absolute_error: 51.1817 - val_loss: 9654.8164 - val_mean_absolute_error: 65.6958
Epoch 2002/5000
148/148 [==============================] - 0s 27us/step - loss: 5126.2124 - mean_absolute_error: 51.1766 - val_loss: 9653.7576 - val_mean_absolute_error: 65.6919
Epoch 2003/5000
148/148 [==============================] - 0s 27us/step - loss: 5125.2119 - mean_absolute_error: 51.1717 - val_loss: 9652.7738 - val_mean_absolute_error: 65.6880
Epoch 2004/5000
148/148 [==============================] - 0s 27us/step - loss: 5124.2188 - mean_absolute_error: 51.1666 - val_loss: 9651.8878 - val_mean_absolute_error: 65.6842
Epoch 2005/5000
148/148 [==============================] - 0s 27us/step - loss: 5123.2271 - mean_absolute_error: 51.1613 - val_loss: 9650.9861 - val_mean_absolute_error: 65.6804
Epoch 2006/5000
148/148 [==============================] - 0s 27us/step - loss: 5122.2310 - mean_absolute_error: 51.1561 - val_loss: 9650.0149 - val_mean_absolute_error: 65.6766
Epoch 2007/5000
148/148 [==============================] - 0s 20us/step - loss: 5121.2334 - mean_absolute_error: 51.1513 - val_loss: 9648.9831 - val_mean_absolute_error: 65.6727
Epoch 2008/5000
148/148 [==============================] - 0s 27us/step - loss: 5120.2373 - mean_absolute_error: 51.1464 - val_loss: 9648.0394 - val_mean_absolute_error: 65.6691
Epoch 2009/5000
148/148 [==============================] - 0s 27us/step - loss: 5119.2393 - mean_absolute_error: 51.1413 - val_loss: 9647.0733 - val_mean_absolute_error: 65.6653
Epoch 2010/5000
148/148 [==============================] - 0s 20us/step - loss: 5118.2505 - mean_absolute_error: 51.1362 - val_loss: 9646.0526 - val_mean_absolute_error: 65.6613
Epoch 2011/5000
148/148 [==============================] - 0s 27us/step - loss: 5117.2617 - mean_absolute_error: 51.1313 - val_loss: 9645.1056 - val_mean_absolute_error: 65.6574
Epoch 2012/5000
148/148 [==============================] - 0s 27us/step - loss: 5116.2554 - mean_absolute_error: 51.1261 - val_loss: 9644.2253 - val_mean_absolute_error: 65.6536
Epoch 2013/5000
148/148 [==============================] - 0s 27us/step - loss: 5115.2363 - mean_absolute_error: 51.1207 - val_loss: 9643.2774 - val_mean_absolute_error: 65.6497
Epoch 2014/5000
148/148 [==============================] - 0s 34us/step - loss: 5114.2212 - mean_absolute_error: 51.1151 - val_loss: 9642.2712 - val_mean_absolute_error: 65.6458
Epoch 2015/5000
148/148 [==============================] - 0s 20us/step - loss: 5113.1733 - mean_absolute_error: 51.1099 - val_loss: 9641.1889 - val_mean_absolute_error: 65.6419
Epoch 2016/5000
148/148 [==============================] - 0s 27us/step - loss: 5112.1230 - mean_absolute_error: 51.1049 - val_loss: 9640.0503 - val_mean_absolute_error: 65.6377
Epoch 2017/5000
148/148 [==============================] - 0s 27us/step - loss: 5111.0830 - mean_absolute_error: 51.0998 - val_loss: 9638.9837 - val_mean_absolute_error: 65.6335
Epoch 2018/5000
148/148 [==============================] - 0s 34us/step - loss: 5110.0244 - mean_absolute_error: 51.0942 - val_loss: 9637.9856 - val_mean_absolute_error: 65.6296
Epoch 2019/5000
148/148 [==============================] - 0s 34us/step - loss: 5108.9604 - mean_absolute_error: 51.0884 - val_loss: 9637.0487 - val_mean_absolute_error: 65.6258
Epoch 2020/5000
148/148 [==============================] - 0s 27us/step - loss: 5107.9170 - mean_absolute_error: 51.0827 - val_loss: 9636.0409 - val_mean_absolute_error: 65.6219
Epoch 2021/5000
148/148 [==============================] - 0s 27us/step - loss: 5106.8457 - mean_absolute_error: 51.0771 - val_loss: 9634.9859 - val_mean_absolute_error: 65.6177
Epoch 2022/5000
148/148 [==============================] - 0s 27us/step - loss: 5105.7827 - mean_absolute_error: 51.0716 - val_loss: 9633.8835 - val_mean_absolute_error: 65.6135
Epoch 2023/5000
148/148 [==============================] - 0s 20us/step - loss: 5104.7070 - mean_absolute_error: 51.0662 - val_loss: 9632.7435 - val_mean_absolute_error: 65.6091
Epoch 2024/5000
148/148 [==============================] - 0s 27us/step - loss: 5103.6255 - mean_absolute_error: 51.0610 - val_loss: 9631.5781 - val_mean_absolute_error: 65.6047
Epoch 2025/5000
148/148 [==============================] - 0s 27us/step - loss: 5102.5796 - mean_absolute_error: 51.0559 - val_loss: 9630.5022 - val_mean_absolute_error: 65.6007
Epoch 2026/5000
148/148 [==============================] - 0s 27us/step - loss: 5101.5210 - mean_absolute_error: 51.0508 - val_loss: 9629.4971 - val_mean_absolute_error: 65.5969
Epoch 2027/5000
148/148 [==============================] - 0s 27us/step - loss: 5100.4390 - mean_absolute_error: 51.0453 - val_loss: 9628.5357 - val_mean_absolute_error: 65.5932
Epoch 2028/5000
148/148 [==============================] - 0s 20us/step - loss: 5099.3770 - mean_absolute_error: 51.0396 - val_loss: 9627.5024 - val_mean_absolute_error: 65.5892
Epoch 2029/5000
148/148 [==============================] - 0s 34us/step - loss: 5098.3276 - mean_absolute_error: 51.0342 - val_loss: 9626.4042 - val_mean_absolute_error: 65.5849
Epoch 2030/5000
148/148 [==============================] - 0s 27us/step - loss: 5097.2583 - mean_absolute_error: 51.0288 - val_loss: 9625.2768 - val_mean_absolute_error: 65.5804
Epoch 2031/5000
148/148 [==============================] - 0s 27us/step - loss: 5096.1973 - mean_absolute_error: 51.0235 - val_loss: 9624.1284 - val_mean_absolute_error: 65.5760
Epoch 2032/5000
148/148 [==============================] - 0s 27us/step - loss: 5095.1357 - mean_absolute_error: 51.0184 - val_loss: 9622.9846 - val_mean_absolute_error: 65.5719
Epoch 2033/5000
148/148 [==============================] - 0s 27us/step - loss: 5094.0679 - mean_absolute_error: 51.0135 - val_loss: 9621.9143 - val_mean_absolute_error: 65.5680
Epoch 2034/5000
148/148 [==============================] - 0s 20us/step - loss: 5093.0010 - mean_absolute_error: 51.0084 - val_loss: 9620.9406 - val_mean_absolute_error: 65.5643
Epoch 2035/5000
148/148 [==============================] - 0s 20us/step - loss: 5091.9429 - mean_absolute_error: 51.0031 - val_loss: 9620.0063 - val_mean_absolute_error: 65.5605
Epoch 2036/5000
148/148 [==============================] - 0s 27us/step - loss: 5090.8652 - mean_absolute_error: 50.9975 - val_loss: 9618.9819 - val_mean_absolute_error: 65.5566
Epoch 2037/5000
148/148 [==============================] - 0s 34us/step - loss: 5089.7969 - mean_absolute_error: 50.9920 - val_loss: 9617.8900 - val_mean_absolute_error: 65.5526
Epoch 2038/5000
148/148 [==============================] - 0s 27us/step - loss: 5088.7305 - mean_absolute_error: 50.9868 - val_loss: 9616.7718 - val_mean_absolute_error: 65.5486
Epoch 2039/5000
148/148 [==============================] - 0s 27us/step - loss: 5087.6597 - mean_absolute_error: 50.9817 - val_loss: 9615.7320 - val_mean_absolute_error: 65.5446
Epoch 2040/5000
148/148 [==============================] - 0s 27us/step - loss: 5086.6055 - mean_absolute_error: 50.9765 - val_loss: 9614.6597 - val_mean_absolute_error: 65.5404
Epoch 2041/5000
148/148 [==============================] - 0s 34us/step - loss: 5085.5518 - mean_absolute_error: 50.9713 - val_loss: 9613.6553 - val_mean_absolute_error: 65.5364
Epoch 2042/5000
148/148 [==============================] - 0s 27us/step - loss: 5084.4702 - mean_absolute_error: 50.9658 - val_loss: 9612.6161 - val_mean_absolute_error: 65.5325
Epoch 2043/5000
148/148 [==============================] - 0s 27us/step - loss: 5083.4268 - mean_absolute_error: 50.9604 - val_loss: 9611.5301 - val_mean_absolute_error: 65.5284
Epoch 2044/5000
148/148 [==============================] - 0s 34us/step - loss: 5082.3657 - mean_absolute_error: 50.9552 - val_loss: 9610.4013 - val_mean_absolute_error: 65.5241
Epoch 2045/5000
148/148 [==============================] - 0s 34us/step - loss: 5081.2983 - mean_absolute_error: 50.9502 - val_loss: 9609.3484 - val_mean_absolute_error: 65.5201
Epoch 2046/5000
148/148 [==============================] - 0s 27us/step - loss: 5080.2397 - mean_absolute_error: 50.9450 - val_loss: 9608.3670 - val_mean_absolute_error: 65.5164
Epoch 2047/5000
148/148 [==============================] - 0s 34us/step - loss: 5079.1729 - mean_absolute_error: 50.9397 - val_loss: 9607.3346 - val_mean_absolute_error: 65.5127
Epoch 2048/5000
148/148 [==============================] - 0s 27us/step - loss: 5078.1182 - mean_absolute_error: 50.9345 - val_loss: 9606.2690 - val_mean_absolute_error: 65.5088
Epoch 2049/5000
148/148 [==============================] - 0s 20us/step - loss: 5077.0557 - mean_absolute_error: 50.9293 - val_loss: 9605.2111 - val_mean_absolute_error: 65.5050
Epoch 2050/5000
148/148 [==============================] - 0s 27us/step - loss: 5075.9717 - mean_absolute_error: 50.9239 - val_loss: 9604.1221 - val_mean_absolute_error: 65.5011
Epoch 2051/5000
148/148 [==============================] - 0s 27us/step - loss: 5074.8867 - mean_absolute_error: 50.9186 - val_loss: 9602.9821 - val_mean_absolute_error: 65.4969
Epoch 2052/5000
148/148 [==============================] - 0s 27us/step - loss: 5073.8062 - mean_absolute_error: 50.9133 - val_loss: 9601.9367 - val_mean_absolute_error: 65.4929
Epoch 2053/5000
148/148 [==============================] - 0s 27us/step - loss: 5072.7358 - mean_absolute_error: 50.9078 - val_loss: 9600.8793 - val_mean_absolute_error: 65.4890
Epoch 2054/5000
148/148 [==============================] - 0s 20us/step - loss: 5071.6523 - mean_absolute_error: 50.9025 - val_loss: 9599.7913 - val_mean_absolute_error: 65.4851
Epoch 2055/5000
148/148 [==============================] - 0s 27us/step - loss: 5070.5752 - mean_absolute_error: 50.8974 - val_loss: 9598.7593 - val_mean_absolute_error: 65.4814
Epoch 2056/5000
148/148 [==============================] - 0s 34us/step - loss: 5069.4912 - mean_absolute_error: 50.8921 - val_loss: 9597.7623 - val_mean_absolute_error: 65.4778
Epoch 2057/5000
148/148 [==============================] - 0s 34us/step - loss: 5068.4048 - mean_absolute_error: 50.8866 - val_loss: 9596.7308 - val_mean_absolute_error: 65.4739
Epoch 2058/5000
148/148 [==============================] - 0s 27us/step - loss: 5067.3145 - mean_absolute_error: 50.8812 - val_loss: 9595.6683 - val_mean_absolute_error: 65.4697
Epoch 2059/5000
148/148 [==============================] - 0s 27us/step - loss: 5066.2104 - mean_absolute_error: 50.8759 - val_loss: 9594.5262 - val_mean_absolute_error: 65.4654
Epoch 2060/5000
148/148 [==============================] - 0s 20us/step - loss: 5065.1357 - mean_absolute_error: 50.8709 - val_loss: 9593.4132 - val_mean_absolute_error: 65.4614
Epoch 2061/5000
148/148 [==============================] - 0s 34us/step - loss: 5064.0459 - mean_absolute_error: 50.8656 - val_loss: 9592.3491 - val_mean_absolute_error: 65.4577
Epoch 2062/5000
148/148 [==============================] - 0s 34us/step - loss: 5062.9365 - mean_absolute_error: 50.8602 - val_loss: 9591.2398 - val_mean_absolute_error: 65.4538
Epoch 2063/5000
148/148 [==============================] - 0s 34us/step - loss: 5061.8569 - mean_absolute_error: 50.8548 - val_loss: 9590.1273 - val_mean_absolute_error: 65.4497
Epoch 2064/5000
148/148 [==============================] - 0s 34us/step - loss: 5060.7598 - mean_absolute_error: 50.8495 - val_loss: 9589.0053 - val_mean_absolute_error: 65.4455
Epoch 2065/5000
148/148 [==============================] - 0s 27us/step - loss: 5059.6680 - mean_absolute_error: 50.8442 - val_loss: 9587.9692 - val_mean_absolute_error: 65.4417
Epoch 2066/5000
148/148 [==============================] - 0s 20us/step - loss: 5058.5806 - mean_absolute_error: 50.8389 - val_loss: 9586.9848 - val_mean_absolute_error: 65.4381
Epoch 2067/5000
148/148 [==============================] - 0s 27us/step - loss: 5057.5015 - mean_absolute_error: 50.8335 - val_loss: 9585.9739 - val_mean_absolute_error: 65.4343
Epoch 2068/5000
148/148 [==============================] - 0s 27us/step - loss: 5056.4111 - mean_absolute_error: 50.8282 - val_loss: 9584.9174 - val_mean_absolute_error: 65.4305
Epoch 2069/5000
148/148 [==============================] - 0s 34us/step - loss: 5055.3208 - mean_absolute_error: 50.8230 - val_loss: 9583.8135 - val_mean_absolute_error: 65.4266
Epoch 2070/5000
148/148 [==============================] - 0s 20us/step - loss: 5054.2173 - mean_absolute_error: 50.8178 - val_loss: 9582.6936 - val_mean_absolute_error: 65.4225
Epoch 2071/5000
148/148 [==============================] - 0s 34us/step - loss: 5053.1641 - mean_absolute_error: 50.8128 - val_loss: 9581.6073 - val_mean_absolute_error: 65.4185
Epoch 2072/5000
148/148 [==============================] - 0s 27us/step - loss: 5052.0977 - mean_absolute_error: 50.8076 - val_loss: 9580.5651 - val_mean_absolute_error: 65.4148
Epoch 2073/5000
148/148 [==============================] - 0s 20us/step - loss: 5050.9922 - mean_absolute_error: 50.8021 - val_loss: 9579.5919 - val_mean_absolute_error: 65.4113
Epoch 2074/5000
148/148 [==============================] - 0s 27us/step - loss: 5049.9072 - mean_absolute_error: 50.7966 - val_loss: 9578.5596 - val_mean_absolute_error: 65.4075
Epoch 2075/5000
148/148 [==============================] - 0s 27us/step - loss: 5048.8501 - mean_absolute_error: 50.7913 - val_loss: 9577.4934 - val_mean_absolute_error: 65.4035
Epoch 2076/5000
148/148 [==============================] - 0s 27us/step - loss: 5047.7861 - mean_absolute_error: 50.7861 - val_loss: 9576.4146 - val_mean_absolute_error: 65.3994
Epoch 2077/5000
148/148 [==============================] - 0s 20us/step - loss: 5046.7378 - mean_absolute_error: 50.7810 - val_loss: 9575.3138 - val_mean_absolute_error: 65.3953
Epoch 2078/5000
148/148 [==============================] - 0s 27us/step - loss: 5045.6938 - mean_absolute_error: 50.7760 - val_loss: 9574.2778 - val_mean_absolute_error: 65.3915
Epoch 2079/5000
148/148 [==============================] - 0s 20us/step - loss: 5044.6421 - mean_absolute_error: 50.7709 - val_loss: 9573.2986 - val_mean_absolute_error: 65.3879
Epoch 2080/5000
148/148 [==============================] - 0s 27us/step - loss: 5043.5894 - mean_absolute_error: 50.7657 - val_loss: 9572.2801 - val_mean_absolute_error: 65.3843
Epoch 2081/5000
148/148 [==============================] - 0s 20us/step - loss: 5042.5439 - mean_absolute_error: 50.7606 - val_loss: 9571.1860 - val_mean_absolute_error: 65.3805
Epoch 2082/5000
148/148 [==============================] - 0s 27us/step - loss: 5041.4922 - mean_absolute_error: 50.7556 - val_loss: 9570.1169 - val_mean_absolute_error: 65.3767
Epoch 2083/5000
148/148 [==============================] - 0s 34us/step - loss: 5040.4390 - mean_absolute_error: 50.7503 - val_loss: 9568.9883 - val_mean_absolute_error: 65.3726
Epoch 2084/5000
148/148 [==============================] - 0s 27us/step - loss: 5039.3960 - mean_absolute_error: 50.7451 - val_loss: 9567.8462 - val_mean_absolute_error: 65.3685
Epoch 2085/5000
148/148 [==============================] - 0s 27us/step - loss: 5038.3555 - mean_absolute_error: 50.7402 - val_loss: 9566.7874 - val_mean_absolute_error: 65.3644
Epoch 2086/5000
148/148 [==============================] - 0s 27us/step - loss: 5037.3140 - mean_absolute_error: 50.7350 - val_loss: 9565.8466 - val_mean_absolute_error: 65.3608
Epoch 2087/5000
148/148 [==============================] - 0s 27us/step - loss: 5036.2661 - mean_absolute_error: 50.7297 - val_loss: 9564.8682 - val_mean_absolute_error: 65.3572
Epoch 2088/5000
148/148 [==============================] - 0s 27us/step - loss: 5035.2339 - mean_absolute_error: 50.7246 - val_loss: 9563.8509 - val_mean_absolute_error: 65.3536
Epoch 2089/5000
148/148 [==============================] - 0s 20us/step - loss: 5034.1929 - mean_absolute_error: 50.7193 - val_loss: 9562.7546 - val_mean_absolute_error: 65.3498
Epoch 2090/5000
148/148 [==============================] - 0s 34us/step - loss: 5033.1499 - mean_absolute_error: 50.7141 - val_loss: 9561.6033 - val_mean_absolute_error: 65.3456
Epoch 2091/5000
148/148 [==============================] - 0s 27us/step - loss: 5032.1187 - mean_absolute_error: 50.7090 - val_loss: 9560.5384 - val_mean_absolute_error: 65.3414
Epoch 2092/5000
148/148 [==============================] - 0s 27us/step - loss: 5031.0864 - mean_absolute_error: 50.7036 - val_loss: 9559.5333 - val_mean_absolute_error: 65.3374
Epoch 2093/5000
148/148 [==============================] - 0s 20us/step - loss: 5030.0625 - mean_absolute_error: 50.6981 - val_loss: 9558.5146 - val_mean_absolute_error: 65.3337
Epoch 2094/5000
148/148 [==============================] - 0s 20us/step - loss: 5029.0386 - mean_absolute_error: 50.6930 - val_loss: 9557.4500 - val_mean_absolute_error: 65.3300
Epoch 2095/5000
148/148 [==============================] - 0s 27us/step - loss: 5028.0225 - mean_absolute_error: 50.6881 - val_loss: 9556.3732 - val_mean_absolute_error: 65.3261
Epoch 2096/5000
148/148 [==============================] - 0s 34us/step - loss: 5027.0195 - mean_absolute_error: 50.6832 - val_loss: 9555.3542 - val_mean_absolute_error: 65.3221
Epoch 2097/5000
148/148 [==============================] - 0s 27us/step - loss: 5026.0034 - mean_absolute_error: 50.6783 - val_loss: 9554.3825 - val_mean_absolute_error: 65.3182
Epoch 2098/5000
148/148 [==============================] - 0s 34us/step - loss: 5024.9917 - mean_absolute_error: 50.6732 - val_loss: 9553.4411 - val_mean_absolute_error: 65.3143
Epoch 2099/5000
148/148 [==============================] - 0s 20us/step - loss: 5023.9873 - mean_absolute_error: 50.6682 - val_loss: 9552.4531 - val_mean_absolute_error: 65.3106
Epoch 2100/5000
148/148 [==============================] - 0s 27us/step - loss: 5022.9648 - mean_absolute_error: 50.6635 - val_loss: 9551.3945 - val_mean_absolute_error: 65.3066
Epoch 2101/5000
148/148 [==============================] - 0s 27us/step - loss: 5021.9663 - mean_absolute_error: 50.6588 - val_loss: 9550.3828 - val_mean_absolute_error: 65.3029
Epoch 2102/5000
148/148 [==============================] - 0s 27us/step - loss: 5020.9536 - mean_absolute_error: 50.6537 - val_loss: 9549.3224 - val_mean_absolute_error: 65.2990
Epoch 2103/5000
148/148 [==============================] - 0s 20us/step - loss: 5019.9629 - mean_absolute_error: 50.6488 - val_loss: 9548.2370 - val_mean_absolute_error: 65.2948
Epoch 2104/5000
148/148 [==============================] - 0s 27us/step - loss: 5018.9556 - mean_absolute_error: 50.6439 - val_loss: 9547.1297 - val_mean_absolute_error: 65.2905
Epoch 2105/5000
148/148 [==============================] - 0s 27us/step - loss: 5017.9648 - mean_absolute_error: 50.6390 - val_loss: 9546.1157 - val_mean_absolute_error: 65.2864
Epoch 2106/5000
148/148 [==============================] - 0s 34us/step - loss: 5016.9541 - mean_absolute_error: 50.6339 - val_loss: 9545.1892 - val_mean_absolute_error: 65.2828
Epoch 2107/5000
148/148 [==============================] - 0s 20us/step - loss: 5015.9463 - mean_absolute_error: 50.6287 - val_loss: 9544.2523 - val_mean_absolute_error: 65.2791
Epoch 2108/5000
148/148 [==============================] - 0s 34us/step - loss: 5014.9478 - mean_absolute_error: 50.6235 - val_loss: 9543.2750 - val_mean_absolute_error: 65.2754
Epoch 2109/5000
148/148 [==============================] - 0s 20us/step - loss: 5013.9429 - mean_absolute_error: 50.6185 - val_loss: 9542.2555 - val_mean_absolute_error: 65.2715
Epoch 2110/5000
148/148 [==============================] - 0s 27us/step - loss: 5012.9443 - mean_absolute_error: 50.6134 - val_loss: 9541.1674 - val_mean_absolute_error: 65.2674
Epoch 2111/5000
148/148 [==============================] - 0s 34us/step - loss: 5011.9385 - mean_absolute_error: 50.6083 - val_loss: 9540.0176 - val_mean_absolute_error: 65.2631
Epoch 2112/5000
148/148 [==============================] - 0s 27us/step - loss: 5010.9517 - mean_absolute_error: 50.6035 - val_loss: 9538.9473 - val_mean_absolute_error: 65.2592
Epoch 2113/5000
148/148 [==============================] - 0s 20us/step - loss: 5009.9600 - mean_absolute_error: 50.5986 - val_loss: 9537.9669 - val_mean_absolute_error: 65.2553
Epoch 2114/5000
148/148 [==============================] - 0s 20us/step - loss: 5008.9575 - mean_absolute_error: 50.5933 - val_loss: 9537.0364 - val_mean_absolute_error: 65.2513
Epoch 2115/5000
148/148 [==============================] - 0s 27us/step - loss: 5007.9780 - mean_absolute_error: 50.5881 - val_loss: 9536.1431 - val_mean_absolute_error: 65.2478
Epoch 2116/5000
148/148 [==============================] - 0s 27us/step - loss: 5006.9648 - mean_absolute_error: 50.5829 - val_loss: 9535.1807 - val_mean_absolute_error: 65.2443
Epoch 2117/5000
148/148 [==============================] - 0s 27us/step - loss: 5005.9668 - mean_absolute_error: 50.5780 - val_loss: 9534.1534 - val_mean_absolute_error: 65.2405
Epoch 2118/5000
148/148 [==============================] - 0s 34us/step - loss: 5004.9683 - mean_absolute_error: 50.5732 - val_loss: 9533.0916 - val_mean_absolute_error: 65.2365
Epoch 2119/5000
148/148 [==============================] - 0s 27us/step - loss: 5003.9614 - mean_absolute_error: 50.5682 - val_loss: 9532.1152 - val_mean_absolute_error: 65.2325
Epoch 2120/5000
148/148 [==============================] - 0s 27us/step - loss: 5002.9404 - mean_absolute_error: 50.5627 - val_loss: 9531.1105 - val_mean_absolute_error: 65.2286
Epoch 2121/5000
148/148 [==============================] - 0s 20us/step - loss: 5001.9326 - mean_absolute_error: 50.5574 - val_loss: 9530.0722 - val_mean_absolute_error: 65.2248
Epoch 2122/5000
148/148 [==============================] - 0s 27us/step - loss: 5000.9189 - mean_absolute_error: 50.5522 - val_loss: 9529.0837 - val_mean_absolute_error: 65.2215
Epoch 2123/5000
148/148 [==============================] - 0s 34us/step - loss: 4999.8984 - mean_absolute_error: 50.5469 - val_loss: 9528.1458 - val_mean_absolute_error: 65.2183
Epoch 2124/5000
148/148 [==============================] - 0s 27us/step - loss: 4998.8965 - mean_absolute_error: 50.5415 - val_loss: 9527.1428 - val_mean_absolute_error: 65.2148
Epoch 2125/5000
148/148 [==============================] - 0s 27us/step - loss: 4997.8857 - mean_absolute_error: 50.5360 - val_loss: 9526.0627 - val_mean_absolute_error: 65.2112
Epoch 2126/5000
148/148 [==============================] - 0s 27us/step - loss: 4996.8804 - mean_absolute_error: 50.5309 - val_loss: 9524.9445 - val_mean_absolute_error: 65.2074
Epoch 2127/5000
148/148 [==============================] - 0s 20us/step - loss: 4995.8789 - mean_absolute_error: 50.5259 - val_loss: 9523.8135 - val_mean_absolute_error: 65.2037
Epoch 2128/5000
148/148 [==============================] - 0s 20us/step - loss: 4994.8818 - mean_absolute_error: 50.5209 - val_loss: 9522.7977 - val_mean_absolute_error: 65.2003
Epoch 2129/5000
148/148 [==============================] - 0s 27us/step - loss: 4993.8604 - mean_absolute_error: 50.5155 - val_loss: 9521.8801 - val_mean_absolute_error: 65.1973
Epoch 2130/5000
148/148 [==============================] - 0s 27us/step - loss: 4992.8579 - mean_absolute_error: 50.5101 - val_loss: 9520.9248 - val_mean_absolute_error: 65.1940
Epoch 2131/5000
148/148 [==============================] - 0s 20us/step - loss: 4991.8403 - mean_absolute_error: 50.5048 - val_loss: 9519.9233 - val_mean_absolute_error: 65.1907
Epoch 2132/5000
148/148 [==============================] - 0s 27us/step - loss: 4990.8164 - mean_absolute_error: 50.4995 - val_loss: 9518.8821 - val_mean_absolute_error: 65.1873
Epoch 2133/5000
148/148 [==============================] - 0s 34us/step - loss: 4989.7891 - mean_absolute_error: 50.4944 - val_loss: 9517.9004 - val_mean_absolute_error: 65.1840
Epoch 2134/5000
148/148 [==============================] - 0s 20us/step - loss: 4988.7578 - mean_absolute_error: 50.4891 - val_loss: 9516.9395 - val_mean_absolute_error: 65.1808
Epoch 2135/5000
148/148 [==============================] - 0s 27us/step - loss: 4987.7266 - mean_absolute_error: 50.4838 - val_loss: 9516.0120 - val_mean_absolute_error: 65.1775
Epoch 2136/5000
148/148 [==============================] - 0s 27us/step - loss: 4986.6963 - mean_absolute_error: 50.4783 - val_loss: 9515.0174 - val_mean_absolute_error: 65.1740
Epoch 2137/5000
148/148 [==============================] - 0s 27us/step - loss: 4985.6646 - mean_absolute_error: 50.4731 - val_loss: 9513.9371 - val_mean_absolute_error: 65.1704
Epoch 2138/5000
148/148 [==============================] - 0s 41us/step - loss: 4984.6211 - mean_absolute_error: 50.4678 - val_loss: 9512.7845 - val_mean_absolute_error: 65.1667
Epoch 2139/5000
148/148 [==============================] - 0s 27us/step - loss: 4983.5703 - mean_absolute_error: 50.4626 - val_loss: 9511.6892 - val_mean_absolute_error: 65.1633
Epoch 2140/5000
148/148 [==============================] - 0s 34us/step - loss: 4982.5439 - mean_absolute_error: 50.4571 - val_loss: 9510.5672 - val_mean_absolute_error: 65.1598
Epoch 2141/5000
148/148 [==============================] - 0s 27us/step - loss: 4981.5254 - mean_absolute_error: 50.4518 - val_loss: 9509.4407 - val_mean_absolute_error: 65.1563
Epoch 2142/5000
148/148 [==============================] - 0s 20us/step - loss: 4980.4893 - mean_absolute_error: 50.4465 - val_loss: 9508.4007 - val_mean_absolute_error: 65.1528
Epoch 2143/5000
148/148 [==============================] - 0s 27us/step - loss: 4979.4468 - mean_absolute_error: 50.4409 - val_loss: 9507.4645 - val_mean_absolute_error: 65.1496
Epoch 2144/5000
148/148 [==============================] - 0s 27us/step - loss: 4978.4048 - mean_absolute_error: 50.4353 - val_loss: 9506.5063 - val_mean_absolute_error: 65.1466
Epoch 2145/5000
148/148 [==============================] - 0s 27us/step - loss: 4977.3647 - mean_absolute_error: 50.4299 - val_loss: 9505.5091 - val_mean_absolute_error: 65.1436
Epoch 2146/5000
148/148 [==============================] - 0s 20us/step - loss: 4976.3218 - mean_absolute_error: 50.4249 - val_loss: 9504.4805 - val_mean_absolute_error: 65.1406
Epoch 2147/5000
148/148 [==============================] - 0s 27us/step - loss: 4975.2705 - mean_absolute_error: 50.4198 - val_loss: 9503.4329 - val_mean_absolute_error: 65.1373
Epoch 2148/5000
148/148 [==============================] - 0s 34us/step - loss: 4974.2544 - mean_absolute_error: 50.4148 - val_loss: 9502.4147 - val_mean_absolute_error: 65.1338
Epoch 2149/5000
148/148 [==============================] - 0s 27us/step - loss: 4973.2173 - mean_absolute_error: 50.4094 - val_loss: 9501.4311 - val_mean_absolute_error: 65.1303
Epoch 2150/5000
148/148 [==============================] - 0s 20us/step - loss: 4972.1724 - mean_absolute_error: 50.4037 - val_loss: 9500.4538 - val_mean_absolute_error: 65.1269
Epoch 2151/5000
148/148 [==============================] - 0s 34us/step - loss: 4971.1392 - mean_absolute_error: 50.3978 - val_loss: 9499.4050 - val_mean_absolute_error: 65.1235
Epoch 2152/5000
148/148 [==============================] - 0s 34us/step - loss: 4970.1055 - mean_absolute_error: 50.3922 - val_loss: 9498.2867 - val_mean_absolute_error: 65.1201
Epoch 2153/5000
148/148 [==============================] - 0s 27us/step - loss: 4969.0645 - mean_absolute_error: 50.3867 - val_loss: 9497.1444 - val_mean_absolute_error: 65.1167
Epoch 2154/5000
148/148 [==============================] - 0s 27us/step - loss: 4968.0225 - mean_absolute_error: 50.3815 - val_loss: 9495.9808 - val_mean_absolute_error: 65.1133
Epoch 2155/5000
148/148 [==============================] - 0s 27us/step - loss: 4966.9849 - mean_absolute_error: 50.3763 - val_loss: 9494.8916 - val_mean_absolute_error: 65.1101
Epoch 2156/5000
148/148 [==============================] - 0s 20us/step - loss: 4965.9409 - mean_absolute_error: 50.3709 - val_loss: 9493.8533 - val_mean_absolute_error: 65.1070
Epoch 2157/5000
148/148 [==============================] - 0s 27us/step - loss: 4964.8916 - mean_absolute_error: 50.3655 - val_loss: 9492.8795 - val_mean_absolute_error: 65.1038
Epoch 2158/5000
148/148 [==============================] - 0s 27us/step - loss: 4963.8584 - mean_absolute_error: 50.3598 - val_loss: 9491.8871 - val_mean_absolute_error: 65.1005
Epoch 2159/5000
148/148 [==============================] - 0s 27us/step - loss: 4962.8159 - mean_absolute_error: 50.3544 - val_loss: 9490.8416 - val_mean_absolute_error: 65.0971
Epoch 2160/5000
148/148 [==============================] - 0s 20us/step - loss: 4961.7646 - mean_absolute_error: 50.3491 - val_loss: 9489.7344 - val_mean_absolute_error: 65.0933
Epoch 2161/5000
148/148 [==============================] - 0s 34us/step - loss: 4960.7319 - mean_absolute_error: 50.3438 - val_loss: 9488.6737 - val_mean_absolute_error: 65.0898
Epoch 2162/5000
148/148 [==============================] - 0s 20us/step - loss: 4959.6929 - mean_absolute_error: 50.3384 - val_loss: 9487.6857 - val_mean_absolute_error: 65.0865
Epoch 2163/5000
148/148 [==============================] - 0s 27us/step - loss: 4958.6670 - mean_absolute_error: 50.3329 - val_loss: 9486.6877 - val_mean_absolute_error: 65.0831
Epoch 2164/5000
148/148 [==============================] - 0s 34us/step - loss: 4957.6353 - mean_absolute_error: 50.3275 - val_loss: 9485.6566 - val_mean_absolute_error: 65.0799
Epoch 2165/5000
148/148 [==============================] - 0s 34us/step - loss: 4956.5923 - mean_absolute_error: 50.3221 - val_loss: 9484.6171 - val_mean_absolute_error: 65.0765
Epoch 2166/5000
148/148 [==============================] - 0s 27us/step - loss: 4955.5571 - mean_absolute_error: 50.3168 - val_loss: 9483.4864 - val_mean_absolute_error: 65.0730
Epoch 2167/5000
148/148 [==============================] - 0s 27us/step - loss: 4954.5483 - mean_absolute_error: 50.3116 - val_loss: 9482.4015 - val_mean_absolute_error: 65.0695
Epoch 2168/5000
148/148 [==============================] - 0s 20us/step - loss: 4953.4951 - mean_absolute_error: 50.3059 - val_loss: 9481.3607 - val_mean_absolute_error: 65.0662
Epoch 2169/5000
148/148 [==============================] - 0s 27us/step - loss: 4952.4492 - mean_absolute_error: 50.3001 - val_loss: 9480.2566 - val_mean_absolute_error: 65.0625
Epoch 2170/5000
148/148 [==============================] - 0s 27us/step - loss: 4951.4170 - mean_absolute_error: 50.2945 - val_loss: 9479.1214 - val_mean_absolute_error: 65.0587
Epoch 2171/5000
148/148 [==============================] - 0s 34us/step - loss: 4950.3809 - mean_absolute_error: 50.2891 - val_loss: 9478.0770 - val_mean_absolute_error: 65.0554
Epoch 2172/5000
148/148 [==============================] - 0s 34us/step - loss: 4949.3403 - mean_absolute_error: 50.2836 - val_loss: 9477.1039 - val_mean_absolute_error: 65.0524
Epoch 2173/5000
148/148 [==============================] - 0s 20us/step - loss: 4948.2983 - mean_absolute_error: 50.2780 - val_loss: 9476.0747 - val_mean_absolute_error: 65.0491
Epoch 2174/5000
148/148 [==============================] - 0s 27us/step - loss: 4947.2617 - mean_absolute_error: 50.2726 - val_loss: 9474.9965 - val_mean_absolute_error: 65.0455
Epoch 2175/5000
148/148 [==============================] - 0s 34us/step - loss: 4946.2295 - mean_absolute_error: 50.2673 - val_loss: 9473.9533 - val_mean_absolute_error: 65.0421
Epoch 2176/5000
148/148 [==============================] - 0s 27us/step - loss: 4945.1987 - mean_absolute_error: 50.2617 - val_loss: 9472.8795 - val_mean_absolute_error: 65.0387
Epoch 2177/5000
148/148 [==============================] - 0s 27us/step - loss: 4944.1772 - mean_absolute_error: 50.2562 - val_loss: 9471.8060 - val_mean_absolute_error: 65.0352
Epoch 2178/5000
148/148 [==============================] - 0s 34us/step - loss: 4943.1387 - mean_absolute_error: 50.2506 - val_loss: 9470.7296 - val_mean_absolute_error: 65.0317
Epoch 2179/5000
148/148 [==============================] - 0s 27us/step - loss: 4942.1089 - mean_absolute_error: 50.2452 - val_loss: 9469.7197 - val_mean_absolute_error: 65.0285
Epoch 2180/5000
148/148 [==============================] - 0s 20us/step - loss: 4941.0762 - mean_absolute_error: 50.2397 - val_loss: 9468.7519 - val_mean_absolute_error: 65.0255
Epoch 2181/5000
148/148 [==============================] - 0s 34us/step - loss: 4940.0361 - mean_absolute_error: 50.2342 - val_loss: 9467.7904 - val_mean_absolute_error: 65.0224
Epoch 2182/5000
148/148 [==============================] - 0s 27us/step - loss: 4939.0078 - mean_absolute_error: 50.2285 - val_loss: 9466.7635 - val_mean_absolute_error: 65.0190
Epoch 2183/5000
148/148 [==============================] - 0s 27us/step - loss: 4937.9893 - mean_absolute_error: 50.2230 - val_loss: 9465.6658 - val_mean_absolute_error: 65.0153
Epoch 2184/5000
148/148 [==============================] - 0s 27us/step - loss: 4936.9546 - mean_absolute_error: 50.2176 - val_loss: 9464.5379 - val_mean_absolute_error: 65.0117
Epoch 2185/5000
148/148 [==============================] - 0s 27us/step - loss: 4935.9058 - mean_absolute_error: 50.2124 - val_loss: 9463.4766 - val_mean_absolute_error: 65.0084
Epoch 2186/5000
148/148 [==============================] - 0s 27us/step - loss: 4934.8984 - mean_absolute_error: 50.2072 - val_loss: 9462.4919 - val_mean_absolute_error: 65.0049
Epoch 2187/5000
148/148 [==============================] - 0s 34us/step - loss: 4933.8618 - mean_absolute_error: 50.2014 - val_loss: 9461.4720 - val_mean_absolute_error: 65.0012
Epoch 2188/5000
148/148 [==============================] - 0s 20us/step - loss: 4932.8550 - mean_absolute_error: 50.1956 - val_loss: 9460.4447 - val_mean_absolute_error: 64.9978
Epoch 2189/5000
148/148 [==============================] - 0s 20us/step - loss: 4931.8330 - mean_absolute_error: 50.1900 - val_loss: 9459.3943 - val_mean_absolute_error: 64.9944
Epoch 2190/5000
148/148 [==============================] - 0s 20us/step - loss: 4930.8105 - mean_absolute_error: 50.1846 - val_loss: 9458.2888 - val_mean_absolute_error: 64.9911
Epoch 2191/5000
148/148 [==============================] - 0s 27us/step - loss: 4929.7827 - mean_absolute_error: 50.1795 - val_loss: 9457.2232 - val_mean_absolute_error: 64.9876
Epoch 2192/5000
148/148 [==============================] - 0s 27us/step - loss: 4928.7720 - mean_absolute_error: 50.1742 - val_loss: 9456.2078 - val_mean_absolute_error: 64.9841
Epoch 2193/5000
148/148 [==============================] - 0s 27us/step - loss: 4927.7588 - mean_absolute_error: 50.1687 - val_loss: 9455.2392 - val_mean_absolute_error: 64.9808
Epoch 2194/5000
148/148 [==============================] - 0s 20us/step - loss: 4926.7510 - mean_absolute_error: 50.1630 - val_loss: 9454.2497 - val_mean_absolute_error: 64.9776
Epoch 2195/5000
148/148 [==============================] - 0s 34us/step - loss: 4925.7422 - mean_absolute_error: 50.1576 - val_loss: 9453.2430 - val_mean_absolute_error: 64.9742
Epoch 2196/5000
148/148 [==============================] - 0s 27us/step - loss: 4924.7305 - mean_absolute_error: 50.1523 - val_loss: 9452.1993 - val_mean_absolute_error: 64.9708
Epoch 2197/5000
148/148 [==============================] - 0s 27us/step - loss: 4923.7036 - mean_absolute_error: 50.1471 - val_loss: 9451.1792 - val_mean_absolute_error: 64.9674
Epoch 2198/5000
148/148 [==============================] - 0s 27us/step - loss: 4922.6934 - mean_absolute_error: 50.1417 - val_loss: 9450.1439 - val_mean_absolute_error: 64.9642
Epoch 2199/5000
148/148 [==============================] - 0s 20us/step - loss: 4921.6968 - mean_absolute_error: 50.1365 - val_loss: 9449.1713 - val_mean_absolute_error: 64.9609
Epoch 2200/5000
148/148 [==============================] - 0s 34us/step - loss: 4920.6802 - mean_absolute_error: 50.1310 - val_loss: 9448.2359 - val_mean_absolute_error: 64.9577
Epoch 2201/5000
148/148 [==============================] - 0s 27us/step - loss: 4919.6855 - mean_absolute_error: 50.1253 - val_loss: 9447.2356 - val_mean_absolute_error: 64.9541
Epoch 2202/5000
148/148 [==============================] - 0s 20us/step - loss: 4918.6831 - mean_absolute_error: 50.1197 - val_loss: 9446.1681 - val_mean_absolute_error: 64.9505
Epoch 2203/5000
148/148 [==============================] - 0s 27us/step - loss: 4917.6748 - mean_absolute_error: 50.1144 - val_loss: 9445.0966 - val_mean_absolute_error: 64.9468
Epoch 2204/5000
148/148 [==============================] - 0s 20us/step - loss: 4916.6724 - mean_absolute_error: 50.1091 - val_loss: 9444.0220 - val_mean_absolute_error: 64.9434
Epoch 2205/5000
148/148 [==============================] - 0s 27us/step - loss: 4915.6670 - mean_absolute_error: 50.1041 - val_loss: 9443.0300 - val_mean_absolute_error: 64.9403
Epoch 2206/5000
148/148 [==============================] - 0s 20us/step - loss: 4914.6611 - mean_absolute_error: 50.0988 - val_loss: 9442.0995 - val_mean_absolute_error: 64.9371
Epoch 2207/5000
148/148 [==============================] - 0s 27us/step - loss: 4913.6455 - mean_absolute_error: 50.0931 - val_loss: 9441.1054 - val_mean_absolute_error: 64.9335
Epoch 2208/5000
148/148 [==============================] - 0s 34us/step - loss: 4912.6489 - mean_absolute_error: 50.0877 - val_loss: 9440.0242 - val_mean_absolute_error: 64.9298
Epoch 2209/5000
148/148 [==============================] - 0s 27us/step - loss: 4911.6455 - mean_absolute_error: 50.0824 - val_loss: 9438.9934 - val_mean_absolute_error: 64.9261
Epoch 2210/5000
148/148 [==============================] - 0s 27us/step - loss: 4910.6289 - mean_absolute_error: 50.0769 - val_loss: 9438.0204 - val_mean_absolute_error: 64.9227
Epoch 2211/5000
148/148 [==============================] - 0s 27us/step - loss: 4909.6455 - mean_absolute_error: 50.0714 - val_loss: 9437.0049 - val_mean_absolute_error: 64.9192
Epoch 2212/5000
148/148 [==============================] - 0s 27us/step - loss: 4908.6436 - mean_absolute_error: 50.0660 - val_loss: 9435.9479 - val_mean_absolute_error: 64.9155
Epoch 2213/5000
148/148 [==============================] - 0s 27us/step - loss: 4907.6235 - mean_absolute_error: 50.0608 - val_loss: 9434.8315 - val_mean_absolute_error: 64.9118
Epoch 2214/5000
148/148 [==============================] - 0s 27us/step - loss: 4906.6523 - mean_absolute_error: 50.0559 - val_loss: 9433.7980 - val_mean_absolute_error: 64.9084
Epoch 2215/5000
148/148 [==============================] - 0s 27us/step - loss: 4905.6494 - mean_absolute_error: 50.0506 - val_loss: 9432.8638 - val_mean_absolute_error: 64.9053
Epoch 2216/5000
148/148 [==============================] - 0s 27us/step - loss: 4904.6436 - mean_absolute_error: 50.0450 - val_loss: 9431.9843 - val_mean_absolute_error: 64.9021
Epoch 2217/5000
148/148 [==============================] - 0s 20us/step - loss: 4903.6421 - mean_absolute_error: 50.0392 - val_loss: 9431.0382 - val_mean_absolute_error: 64.8987
Epoch 2218/5000
148/148 [==============================] - 0s 20us/step - loss: 4902.6426 - mean_absolute_error: 50.0336 - val_loss: 9430.0778 - val_mean_absolute_error: 64.8953
Epoch 2219/5000
148/148 [==============================] - 0s 27us/step - loss: 4901.6494 - mean_absolute_error: 50.0282 - val_loss: 9429.0523 - val_mean_absolute_error: 64.8917
Epoch 2220/5000
148/148 [==============================] - 0s 27us/step - loss: 4900.6470 - mean_absolute_error: 50.0230 - val_loss: 9427.9719 - val_mean_absolute_error: 64.8882
Epoch 2221/5000
148/148 [==============================] - 0s 27us/step - loss: 4899.6299 - mean_absolute_error: 50.0182 - val_loss: 9426.8645 - val_mean_absolute_error: 64.8848
Epoch 2222/5000
148/148 [==============================] - 0s 34us/step - loss: 4898.6558 - mean_absolute_error: 50.0133 - val_loss: 9425.8309 - val_mean_absolute_error: 64.8812
Epoch 2223/5000
148/148 [==============================] - 0s 20us/step - loss: 4897.6582 - mean_absolute_error: 50.0080 - val_loss: 9424.8565 - val_mean_absolute_error: 64.8777
Epoch 2224/5000
148/148 [==============================] - 0s 27us/step - loss: 4896.6562 - mean_absolute_error: 50.0024 - val_loss: 9423.9179 - val_mean_absolute_error: 64.8745
Epoch 2225/5000
148/148 [==============================] - 0s 27us/step - loss: 4895.6646 - mean_absolute_error: 49.9970 - val_loss: 9422.9409 - val_mean_absolute_error: 64.8711
Epoch 2226/5000
148/148 [==============================] - 0s 27us/step - loss: 4894.6738 - mean_absolute_error: 49.9920 - val_loss: 9421.9108 - val_mean_absolute_error: 64.8675
Epoch 2227/5000
148/148 [==============================] - 0s 20us/step - loss: 4893.6724 - mean_absolute_error: 49.9870 - val_loss: 9420.8539 - val_mean_absolute_error: 64.8638
Epoch 2228/5000
148/148 [==============================] - 0s 27us/step - loss: 4892.6943 - mean_absolute_error: 49.9823 - val_loss: 9419.8579 - val_mean_absolute_error: 64.8603
Epoch 2229/5000
148/148 [==============================] - 0s 34us/step - loss: 4891.7065 - mean_absolute_error: 49.9774 - val_loss: 9418.9184 - val_mean_absolute_error: 64.8570
Epoch 2230/5000
148/148 [==============================] - 0s 27us/step - loss: 4890.7139 - mean_absolute_error: 49.9723 - val_loss: 9418.0185 - val_mean_absolute_error: 64.8536
Epoch 2231/5000
148/148 [==============================] - 0s 34us/step - loss: 4889.7192 - mean_absolute_error: 49.9669 - val_loss: 9417.0343 - val_mean_absolute_error: 64.8499
Epoch 2232/5000
148/148 [==============================] - 0s 20us/step - loss: 4888.7402 - mean_absolute_error: 49.9615 - val_loss: 9415.9920 - val_mean_absolute_error: 64.8462
Epoch 2233/5000
148/148 [==============================] - 0s 27us/step - loss: 4887.7607 - mean_absolute_error: 49.9566 - val_loss: 9414.8959 - val_mean_absolute_error: 64.8422
Epoch 2234/5000
148/148 [==============================] - 0s 20us/step - loss: 4886.7729 - mean_absolute_error: 49.9517 - val_loss: 9413.8154 - val_mean_absolute_error: 64.8384
Epoch 2235/5000
148/148 [==============================] - 0s 34us/step - loss: 4885.7832 - mean_absolute_error: 49.9470 - val_loss: 9412.7358 - val_mean_absolute_error: 64.8345
Epoch 2236/5000
148/148 [==============================] - 0s 27us/step - loss: 4884.8208 - mean_absolute_error: 49.9424 - val_loss: 9411.7217 - val_mean_absolute_error: 64.8309
Epoch 2237/5000
148/148 [==============================] - 0s 27us/step - loss: 4883.8535 - mean_absolute_error: 49.9376 - val_loss: 9410.7694 - val_mean_absolute_error: 64.8274
Epoch 2238/5000
148/148 [==============================] - 0s 27us/step - loss: 4882.8618 - mean_absolute_error: 49.9324 - val_loss: 9409.8568 - val_mean_absolute_error: 64.8241
Epoch 2239/5000
148/148 [==============================] - 0s 27us/step - loss: 4881.8535 - mean_absolute_error: 49.9268 - val_loss: 9408.9609 - val_mean_absolute_error: 64.8209
Epoch 2240/5000
148/148 [==============================] - 0s 20us/step - loss: 4880.8979 - mean_absolute_error: 49.9214 - val_loss: 9408.0112 - val_mean_absolute_error: 64.8174
Epoch 2241/5000
148/148 [==============================] - 0s 27us/step - loss: 4879.9268 - mean_absolute_error: 49.9162 - val_loss: 9407.0140 - val_mean_absolute_error: 64.8138
Epoch 2242/5000
148/148 [==============================] - 0s 34us/step - loss: 4878.9536 - mean_absolute_error: 49.9111 - val_loss: 9405.9756 - val_mean_absolute_error: 64.8101
Epoch 2243/5000
148/148 [==============================] - 0s 20us/step - loss: 4877.9644 - mean_absolute_error: 49.9063 - val_loss: 9404.9090 - val_mean_absolute_error: 64.8065
Epoch 2244/5000
148/148 [==============================] - 0s 27us/step - loss: 4876.9800 - mean_absolute_error: 49.9018 - val_loss: 9403.8335 - val_mean_absolute_error: 64.8026
Epoch 2245/5000
148/148 [==============================] - 0s 41us/step - loss: 4876.0078 - mean_absolute_error: 49.8971 - val_loss: 9402.8312 - val_mean_absolute_error: 64.7990
Epoch 2246/5000
148/148 [==============================] - 0s 27us/step - loss: 4875.0410 - mean_absolute_error: 49.8924 - val_loss: 9401.8874 - val_mean_absolute_error: 64.7956
Epoch 2247/5000
148/148 [==============================] - 0s 27us/step - loss: 4874.0576 - mean_absolute_error: 49.8873 - val_loss: 9401.0120 - val_mean_absolute_error: 64.7921
Epoch 2248/5000
148/148 [==============================] - 0s 27us/step - loss: 4873.0728 - mean_absolute_error: 49.8818 - val_loss: 9400.0914 - val_mean_absolute_error: 64.7887
Epoch 2249/5000
148/148 [==============================] - 0s 34us/step - loss: 4872.1045 - mean_absolute_error: 49.8765 - val_loss: 9399.0873 - val_mean_absolute_error: 64.7851
Epoch 2250/5000
148/148 [==============================] - 0s 27us/step - loss: 4871.1265 - mean_absolute_error: 49.8714 - val_loss: 9398.0268 - val_mean_absolute_error: 64.7812
Epoch 2251/5000
148/148 [==============================] - 0s 27us/step - loss: 4870.1514 - mean_absolute_error: 49.8666 - val_loss: 9396.8833 - val_mean_absolute_error: 64.7772
Epoch 2252/5000
148/148 [==============================] - 0s 20us/step - loss: 4869.1899 - mean_absolute_error: 49.8620 - val_loss: 9395.8360 - val_mean_absolute_error: 64.7734
Epoch 2253/5000
148/148 [==============================] - 0s 27us/step - loss: 4868.2202 - mean_absolute_error: 49.8573 - val_loss: 9394.8672 - val_mean_absolute_error: 64.7698
Epoch 2254/5000
148/148 [==============================] - 0s 20us/step - loss: 4867.2476 - mean_absolute_error: 49.8523 - val_loss: 9393.9779 - val_mean_absolute_error: 64.7661
Epoch 2255/5000
148/148 [==============================] - 0s 27us/step - loss: 4866.2788 - mean_absolute_error: 49.8468 - val_loss: 9393.0350 - val_mean_absolute_error: 64.7622
Epoch 2256/5000
148/148 [==============================] - 0s 20us/step - loss: 4865.3179 - mean_absolute_error: 49.8416 - val_loss: 9392.0147 - val_mean_absolute_error: 64.7582
Epoch 2257/5000
148/148 [==============================] - 0s 34us/step - loss: 4864.3467 - mean_absolute_error: 49.8367 - val_loss: 9390.9250 - val_mean_absolute_error: 64.7541
Epoch 2258/5000
148/148 [==============================] - 0s 34us/step - loss: 4863.3770 - mean_absolute_error: 49.8320 - val_loss: 9389.9008 - val_mean_absolute_error: 64.7502
Epoch 2259/5000
148/148 [==============================] - 0s 27us/step - loss: 4862.4072 - mean_absolute_error: 49.8271 - val_loss: 9388.9418 - val_mean_absolute_error: 64.7466
Epoch 2260/5000
148/148 [==============================] - 0s 20us/step - loss: 4861.4170 - mean_absolute_error: 49.8221 - val_loss: 9388.0433 - val_mean_absolute_error: 64.7432
Epoch 2261/5000
148/148 [==============================] - 0s 27us/step - loss: 4860.4766 - mean_absolute_error: 49.8171 - val_loss: 9387.1011 - val_mean_absolute_error: 64.7395
Epoch 2262/5000
148/148 [==============================] - 0s 27us/step - loss: 4859.5293 - mean_absolute_error: 49.8121 - val_loss: 9386.0983 - val_mean_absolute_error: 64.7357
Epoch 2263/5000
148/148 [==============================] - 0s 20us/step - loss: 4858.5508 - mean_absolute_error: 49.8074 - val_loss: 9385.0319 - val_mean_absolute_error: 64.7316
Epoch 2264/5000
148/148 [==============================] - 0s 34us/step - loss: 4857.5835 - mean_absolute_error: 49.8029 - val_loss: 9383.9444 - val_mean_absolute_error: 64.7275
Epoch 2265/5000
148/148 [==============================] - 0s 20us/step - loss: 4856.6401 - mean_absolute_error: 49.7984 - val_loss: 9382.9486 - val_mean_absolute_error: 64.7235
Epoch 2266/5000
148/148 [==============================] - 0s 34us/step - loss: 4855.6753 - mean_absolute_error: 49.7935 - val_loss: 9382.0344 - val_mean_absolute_error: 64.7196
Epoch 2267/5000
148/148 [==============================] - 0s 34us/step - loss: 4854.6826 - mean_absolute_error: 49.7881 - val_loss: 9381.0867 - val_mean_absolute_error: 64.7158
Epoch 2268/5000
148/148 [==============================] - 0s 27us/step - loss: 4853.7344 - mean_absolute_error: 49.7830 - val_loss: 9380.0845 - val_mean_absolute_error: 64.7119
Epoch 2269/5000
148/148 [==============================] - 0s 20us/step - loss: 4852.7739 - mean_absolute_error: 49.7780 - val_loss: 9379.0455 - val_mean_absolute_error: 64.7080
Epoch 2270/5000
148/148 [==============================] - 0s 34us/step - loss: 4851.8130 - mean_absolute_error: 49.7732 - val_loss: 9378.0586 - val_mean_absolute_error: 64.7043
Epoch 2271/5000
148/148 [==============================] - 0s 20us/step - loss: 4850.8662 - mean_absolute_error: 49.7684 - val_loss: 9377.1214 - val_mean_absolute_error: 64.7005
Epoch 2272/5000
148/148 [==============================] - 0s 27us/step - loss: 4849.9194 - mean_absolute_error: 49.7634 - val_loss: 9376.1608 - val_mean_absolute_error: 64.6967
Epoch 2273/5000
148/148 [==============================] - 0s 27us/step - loss: 4848.9580 - mean_absolute_error: 49.7587 - val_loss: 9375.2523 - val_mean_absolute_error: 64.6930
Epoch 2274/5000
148/148 [==============================] - 0s 27us/step - loss: 4847.9990 - mean_absolute_error: 49.7538 - val_loss: 9374.2743 - val_mean_absolute_error: 64.6891
Epoch 2275/5000
148/148 [==============================] - 0s 27us/step - loss: 4847.0425 - mean_absolute_error: 49.7490 - val_loss: 9373.3286 - val_mean_absolute_error: 64.6855
Epoch 2276/5000
148/148 [==============================] - 0s 27us/step - loss: 4846.0815 - mean_absolute_error: 49.7442 - val_loss: 9372.3380 - val_mean_absolute_error: 64.6817
Epoch 2277/5000
148/148 [==============================] - 0s 27us/step - loss: 4845.1421 - mean_absolute_error: 49.7396 - val_loss: 9371.4202 - val_mean_absolute_error: 64.6778
Epoch 2278/5000
148/148 [==============================] - 0s 20us/step - loss: 4844.1958 - mean_absolute_error: 49.7348 - val_loss: 9370.5400 - val_mean_absolute_error: 64.6739
Epoch 2279/5000
148/148 [==============================] - 0s 34us/step - loss: 4843.2534 - mean_absolute_error: 49.7298 - val_loss: 9369.5986 - val_mean_absolute_error: 64.6701
Epoch 2280/5000
148/148 [==============================] - 0s 27us/step - loss: 4842.3076 - mean_absolute_error: 49.7250 - val_loss: 9368.6237 - val_mean_absolute_error: 64.6664
Epoch 2281/5000
148/148 [==============================] - 0s 34us/step - loss: 4841.3501 - mean_absolute_error: 49.7203 - val_loss: 9367.6078 - val_mean_absolute_error: 64.6626
Epoch 2282/5000
148/148 [==============================] - 0s 34us/step - loss: 4840.3921 - mean_absolute_error: 49.7158 - val_loss: 9366.5664 - val_mean_absolute_error: 64.6585
Epoch 2283/5000
148/148 [==============================] - 0s 20us/step - loss: 4839.4404 - mean_absolute_error: 49.7111 - val_loss: 9365.5088 - val_mean_absolute_error: 64.6543
Epoch 2284/5000
148/148 [==============================] - 0s 34us/step - loss: 4838.4814 - mean_absolute_error: 49.7063 - val_loss: 9364.5591 - val_mean_absolute_error: 64.6504
Epoch 2285/5000
148/148 [==============================] - 0s 27us/step - loss: 4837.5430 - mean_absolute_error: 49.7016 - val_loss: 9363.6536 - val_mean_absolute_error: 64.6466
Epoch 2286/5000
148/148 [==============================] - 0s 27us/step - loss: 4836.6016 - mean_absolute_error: 49.6967 - val_loss: 9362.6622 - val_mean_absolute_error: 64.6426
Epoch 2287/5000
148/148 [==============================] - 0s 34us/step - loss: 4835.6553 - mean_absolute_error: 49.6921 - val_loss: 9361.6036 - val_mean_absolute_error: 64.6386
Epoch 2288/5000
148/148 [==============================] - 0s 27us/step - loss: 4834.7104 - mean_absolute_error: 49.6877 - val_loss: 9360.6149 - val_mean_absolute_error: 64.6347
Epoch 2289/5000
148/148 [==============================] - 0s 27us/step - loss: 4833.7607 - mean_absolute_error: 49.6832 - val_loss: 9359.6811 - val_mean_absolute_error: 64.6309
Epoch 2290/5000
148/148 [==============================] - 0s 27us/step - loss: 4832.8208 - mean_absolute_error: 49.6785 - val_loss: 9358.7821 - val_mean_absolute_error: 64.6272
Epoch 2291/5000
148/148 [==============================] - 0s 20us/step - loss: 4831.8726 - mean_absolute_error: 49.6737 - val_loss: 9357.8891 - val_mean_absolute_error: 64.6233
Epoch 2292/5000
148/148 [==============================] - 0s 34us/step - loss: 4830.9292 - mean_absolute_error: 49.6687 - val_loss: 9356.9433 - val_mean_absolute_error: 64.6193
Epoch 2293/5000
148/148 [==============================] - 0s 27us/step - loss: 4829.9937 - mean_absolute_error: 49.6638 - val_loss: 9355.9654 - val_mean_absolute_error: 64.6153
Epoch 2294/5000
148/148 [==============================] - 0s 27us/step - loss: 4829.0596 - mean_absolute_error: 49.6592 - val_loss: 9354.9609 - val_mean_absolute_error: 64.6115
Epoch 2295/5000
148/148 [==============================] - 0s 20us/step - loss: 4828.1079 - mean_absolute_error: 49.6547 - val_loss: 9353.9534 - val_mean_absolute_error: 64.6076
Epoch 2296/5000
148/148 [==============================] - 0s 27us/step - loss: 4827.1670 - mean_absolute_error: 49.6504 - val_loss: 9352.9330 - val_mean_absolute_error: 64.6035
Epoch 2297/5000
148/148 [==============================] - 0s 27us/step - loss: 4826.2383 - mean_absolute_error: 49.6458 - val_loss: 9351.9686 - val_mean_absolute_error: 64.5996
Epoch 2298/5000
148/148 [==============================] - 0s 27us/step - loss: 4825.2979 - mean_absolute_error: 49.6410 - val_loss: 9351.0322 - val_mean_absolute_error: 64.5958
Epoch 2299/5000
148/148 [==============================] - 0s 27us/step - loss: 4824.3423 - mean_absolute_error: 49.6358 - val_loss: 9350.0505 - val_mean_absolute_error: 64.5921
Epoch 2300/5000
148/148 [==============================] - 0s 20us/step - loss: 4823.4092 - mean_absolute_error: 49.6309 - val_loss: 9349.0594 - val_mean_absolute_error: 64.5883
Epoch 2301/5000
148/148 [==============================] - 0s 27us/step - loss: 4822.4727 - mean_absolute_error: 49.6260 - val_loss: 9348.0748 - val_mean_absolute_error: 64.5845
Epoch 2302/5000
148/148 [==============================] - 0s 27us/step - loss: 4821.5259 - mean_absolute_error: 49.6211 - val_loss: 9347.0579 - val_mean_absolute_error: 64.5806
Epoch 2303/5000
148/148 [==============================] - 0s 41us/step - loss: 4820.5869 - mean_absolute_error: 49.6164 - val_loss: 9346.0749 - val_mean_absolute_error: 64.5768
Epoch 2304/5000
148/148 [==============================] - 0s 27us/step - loss: 4819.6738 - mean_absolute_error: 49.6118 - val_loss: 9345.1193 - val_mean_absolute_error: 64.5733
Epoch 2305/5000
148/148 [==============================] - 0s 34us/step - loss: 4818.7354 - mean_absolute_error: 49.6072 - val_loss: 9344.1853 - val_mean_absolute_error: 64.5696
Epoch 2306/5000
148/148 [==============================] - 0s 20us/step - loss: 4817.7827 - mean_absolute_error: 49.6025 - val_loss: 9343.2823 - val_mean_absolute_error: 64.5657
Epoch 2307/5000
148/148 [==============================] - 0s 27us/step - loss: 4816.8335 - mean_absolute_error: 49.5977 - val_loss: 9342.4278 - val_mean_absolute_error: 64.5619
Epoch 2308/5000
148/148 [==============================] - 0s 27us/step - loss: 4815.8833 - mean_absolute_error: 49.5929 - val_loss: 9341.6367 - val_mean_absolute_error: 64.5584
Epoch 2309/5000
148/148 [==============================] - 0s 27us/step - loss: 4814.9580 - mean_absolute_error: 49.5881 - val_loss: 9340.7658 - val_mean_absolute_error: 64.5548
Epoch 2310/5000
148/148 [==============================] - 0s 20us/step - loss: 4814.0254 - mean_absolute_error: 49.5835 - val_loss: 9339.8255 - val_mean_absolute_error: 64.5509
Epoch 2311/5000
148/148 [==============================] - 0s 27us/step - loss: 4813.0918 - mean_absolute_error: 49.5787 - val_loss: 9338.8651 - val_mean_absolute_error: 64.5469
Epoch 2312/5000
148/148 [==============================] - 0s 27us/step - loss: 4812.1572 - mean_absolute_error: 49.5740 - val_loss: 9337.8628 - val_mean_absolute_error: 64.5429
Epoch 2313/5000
148/148 [==============================] - 0s 27us/step - loss: 4811.2222 - mean_absolute_error: 49.5692 - val_loss: 9336.8171 - val_mean_absolute_error: 64.5389
Epoch 2314/5000
148/148 [==============================] - 0s 27us/step - loss: 4810.2734 - mean_absolute_error: 49.5643 - val_loss: 9335.7215 - val_mean_absolute_error: 64.5350
Epoch 2315/5000
148/148 [==============================] - 0s 34us/step - loss: 4809.3394 - mean_absolute_error: 49.5596 - val_loss: 9334.6284 - val_mean_absolute_error: 64.5309
Epoch 2316/5000
148/148 [==============================] - 0s 27us/step - loss: 4808.4033 - mean_absolute_error: 49.5549 - val_loss: 9333.6328 - val_mean_absolute_error: 64.5269
Epoch 2317/5000
148/148 [==============================] - 0s 27us/step - loss: 4807.4609 - mean_absolute_error: 49.5500 - val_loss: 9332.6908 - val_mean_absolute_error: 64.5229
Epoch 2318/5000
148/148 [==============================] - 0s 27us/step - loss: 4806.5161 - mean_absolute_error: 49.5451 - val_loss: 9331.8184 - val_mean_absolute_error: 64.5191
Epoch 2319/5000
148/148 [==============================] - 0s 27us/step - loss: 4805.5854 - mean_absolute_error: 49.5400 - val_loss: 9330.9664 - val_mean_absolute_error: 64.5157
Epoch 2320/5000
148/148 [==============================] - 0s 27us/step - loss: 4804.6484 - mean_absolute_error: 49.5351 - val_loss: 9330.0553 - val_mean_absolute_error: 64.5124
Epoch 2321/5000
148/148 [==============================] - 0s 27us/step - loss: 4803.7192 - mean_absolute_error: 49.5304 - val_loss: 9329.0890 - val_mean_absolute_error: 64.5089
Epoch 2322/5000
148/148 [==============================] - 0s 20us/step - loss: 4802.7861 - mean_absolute_error: 49.5258 - val_loss: 9328.0893 - val_mean_absolute_error: 64.5051
Epoch 2323/5000
148/148 [==============================] - 0s 20us/step - loss: 4801.8496 - mean_absolute_error: 49.5212 - val_loss: 9327.1620 - val_mean_absolute_error: 64.5013
Epoch 2324/5000
148/148 [==============================] - 0s 20us/step - loss: 4800.9131 - mean_absolute_error: 49.5164 - val_loss: 9326.2845 - val_mean_absolute_error: 64.4976
Epoch 2325/5000
148/148 [==============================] - 0s 27us/step - loss: 4799.9702 - mean_absolute_error: 49.5114 - val_loss: 9325.4519 - val_mean_absolute_error: 64.4941
Epoch 2326/5000
148/148 [==============================] - 0s 20us/step - loss: 4799.0400 - mean_absolute_error: 49.5064 - val_loss: 9324.5430 - val_mean_absolute_error: 64.4904
Epoch 2327/5000
148/148 [==============================] - 0s 27us/step - loss: 4798.1177 - mean_absolute_error: 49.5014 - val_loss: 9323.5713 - val_mean_absolute_error: 64.4868
Epoch 2328/5000
148/148 [==============================] - 0s 27us/step - loss: 4797.1895 - mean_absolute_error: 49.4965 - val_loss: 9322.5706 - val_mean_absolute_error: 64.4831
Epoch 2329/5000
148/148 [==============================] - 0s 27us/step - loss: 4796.2598 - mean_absolute_error: 49.4918 - val_loss: 9321.5202 - val_mean_absolute_error: 64.4791
Epoch 2330/5000
148/148 [==============================] - 0s 27us/step - loss: 4795.3140 - mean_absolute_error: 49.4872 - val_loss: 9320.4600 - val_mean_absolute_error: 64.4750
Epoch 2331/5000
148/148 [==============================] - 0s 34us/step - loss: 4794.3789 - mean_absolute_error: 49.4826 - val_loss: 9319.5037 - val_mean_absolute_error: 64.4711
Epoch 2332/5000
148/148 [==============================] - 0s 27us/step - loss: 4793.4585 - mean_absolute_error: 49.4778 - val_loss: 9318.6245 - val_mean_absolute_error: 64.4674
Epoch 2333/5000
148/148 [==============================] - 0s 27us/step - loss: 4792.5264 - mean_absolute_error: 49.4728 - val_loss: 9317.7822 - val_mean_absolute_error: 64.4639
Epoch 2334/5000
148/148 [==============================] - 0s 27us/step - loss: 4791.5830 - mean_absolute_error: 49.4677 - val_loss: 9316.8496 - val_mean_absolute_error: 64.4603
Epoch 2335/5000
148/148 [==============================] - 0s 27us/step - loss: 4790.6597 - mean_absolute_error: 49.4629 - val_loss: 9315.8425 - val_mean_absolute_error: 64.4565
Epoch 2336/5000
148/148 [==============================] - 0s 20us/step - loss: 4789.7300 - mean_absolute_error: 49.4582 - val_loss: 9314.8868 - val_mean_absolute_error: 64.4527
Epoch 2337/5000
148/148 [==============================] - 0s 20us/step - loss: 4788.7983 - mean_absolute_error: 49.4535 - val_loss: 9314.0115 - val_mean_absolute_error: 64.4490
Epoch 2338/5000
148/148 [==============================] - 0s 27us/step - loss: 4787.8638 - mean_absolute_error: 49.4484 - val_loss: 9313.1019 - val_mean_absolute_error: 64.4454
Epoch 2339/5000
148/148 [==============================] - 0s 27us/step - loss: 4786.9336 - mean_absolute_error: 49.4435 - val_loss: 9312.1270 - val_mean_absolute_error: 64.4417
Epoch 2340/5000
148/148 [==============================] - 0s 27us/step - loss: 4786.0156 - mean_absolute_error: 49.4390 - val_loss: 9311.1257 - val_mean_absolute_error: 64.4380
Epoch 2341/5000
148/148 [==============================] - 0s 41us/step - loss: 4785.1045 - mean_absolute_error: 49.4345 - val_loss: 9310.2001 - val_mean_absolute_error: 64.4343
Epoch 2342/5000
148/148 [==============================] - 0s 27us/step - loss: 4784.1616 - mean_absolute_error: 49.4294 - val_loss: 9309.3498 - val_mean_absolute_error: 64.4306
Epoch 2343/5000
148/148 [==============================] - 0s 20us/step - loss: 4783.2363 - mean_absolute_error: 49.4241 - val_loss: 9308.4406 - val_mean_absolute_error: 64.4268
Epoch 2344/5000
148/148 [==============================] - 0s 34us/step - loss: 4782.3169 - mean_absolute_error: 49.4190 - val_loss: 9307.4616 - val_mean_absolute_error: 64.4229
Epoch 2345/5000
148/148 [==============================] - 0s 20us/step - loss: 4781.3789 - mean_absolute_error: 49.4143 - val_loss: 9306.4104 - val_mean_absolute_error: 64.4189
Epoch 2346/5000
148/148 [==============================] - 0s 20us/step - loss: 4780.4653 - mean_absolute_error: 49.4100 - val_loss: 9305.4402 - val_mean_absolute_error: 64.4149
Epoch 2347/5000
148/148 [==============================] - 0s 27us/step - loss: 4779.5464 - mean_absolute_error: 49.4053 - val_loss: 9304.5196 - val_mean_absolute_error: 64.4111
Epoch 2348/5000
148/148 [==============================] - 0s 27us/step - loss: 4778.6265 - mean_absolute_error: 49.4006 - val_loss: 9303.6362 - val_mean_absolute_error: 64.4074
Epoch 2349/5000
148/148 [==============================] - 0s 20us/step - loss: 4777.6914 - mean_absolute_error: 49.3956 - val_loss: 9302.7904 - val_mean_absolute_error: 64.4037
Epoch 2350/5000
148/148 [==============================] - 0s 34us/step - loss: 4776.7798 - mean_absolute_error: 49.3905 - val_loss: 9301.8872 - val_mean_absolute_error: 64.3998
Epoch 2351/5000
148/148 [==============================] - 0s 27us/step - loss: 4775.8584 - mean_absolute_error: 49.3856 - val_loss: 9300.8975 - val_mean_absolute_error: 64.3959
Epoch 2352/5000
148/148 [==============================] - 0s 20us/step - loss: 4774.9297 - mean_absolute_error: 49.3810 - val_loss: 9299.8539 - val_mean_absolute_error: 64.3921
Epoch 2353/5000
148/148 [==============================] - 0s 27us/step - loss: 4774.0137 - mean_absolute_error: 49.3765 - val_loss: 9298.8251 - val_mean_absolute_error: 64.3883
Epoch 2354/5000
148/148 [==============================] - 0s 27us/step - loss: 4773.0986 - mean_absolute_error: 49.3720 - val_loss: 9297.8881 - val_mean_absolute_error: 64.3846
Epoch 2355/5000
148/148 [==============================] - 0s 27us/step - loss: 4772.1797 - mean_absolute_error: 49.3673 - val_loss: 9297.0246 - val_mean_absolute_error: 64.3808
Epoch 2356/5000
148/148 [==============================] - 0s 27us/step - loss: 4771.2695 - mean_absolute_error: 49.3624 - val_loss: 9296.1373 - val_mean_absolute_error: 64.3770
Epoch 2357/5000
148/148 [==============================] - 0s 27us/step - loss: 4770.3486 - mean_absolute_error: 49.3576 - val_loss: 9295.2112 - val_mean_absolute_error: 64.3735
Epoch 2358/5000
148/148 [==============================] - 0s 27us/step - loss: 4769.4214 - mean_absolute_error: 49.3531 - val_loss: 9294.3618 - val_mean_absolute_error: 64.3700
Epoch 2359/5000
148/148 [==============================] - 0s 20us/step - loss: 4768.5073 - mean_absolute_error: 49.3482 - val_loss: 9293.4513 - val_mean_absolute_error: 64.3663
Epoch 2360/5000
148/148 [==============================] - 0s 27us/step - loss: 4767.6016 - mean_absolute_error: 49.3435 - val_loss: 9292.4846 - val_mean_absolute_error: 64.3624
Epoch 2361/5000
148/148 [==============================] - 0s 27us/step - loss: 4766.7036 - mean_absolute_error: 49.3390 - val_loss: 9291.5440 - val_mean_absolute_error: 64.3586
Epoch 2362/5000
148/148 [==============================] - 0s 20us/step - loss: 4765.7822 - mean_absolute_error: 49.3342 - val_loss: 9290.6145 - val_mean_absolute_error: 64.3548
Epoch 2363/5000
148/148 [==============================] - 0s 34us/step - loss: 4764.8672 - mean_absolute_error: 49.3294 - val_loss: 9289.7150 - val_mean_absolute_error: 64.3512
Epoch 2364/5000
148/148 [==============================] - 0s 27us/step - loss: 4763.9702 - mean_absolute_error: 49.3248 - val_loss: 9288.7535 - val_mean_absolute_error: 64.3474
Epoch 2365/5000
148/148 [==============================] - 0s 20us/step - loss: 4763.0488 - mean_absolute_error: 49.3204 - val_loss: 9287.7218 - val_mean_absolute_error: 64.3432
Epoch 2366/5000
148/148 [==============================] - 0s 27us/step - loss: 4762.1445 - mean_absolute_error: 49.3161 - val_loss: 9286.6836 - val_mean_absolute_error: 64.3389
Epoch 2367/5000
148/148 [==============================] - 0s 20us/step - loss: 4761.2554 - mean_absolute_error: 49.3119 - val_loss: 9285.7581 - val_mean_absolute_error: 64.3350
Epoch 2368/5000
148/148 [==============================] - 0s 27us/step - loss: 4760.3496 - mean_absolute_error: 49.3075 - val_loss: 9284.9055 - val_mean_absolute_error: 64.3315
Epoch 2369/5000
148/148 [==============================] - 0s 27us/step - loss: 4759.4399 - mean_absolute_error: 49.3030 - val_loss: 9284.1341 - val_mean_absolute_error: 64.3282
Epoch 2370/5000
148/148 [==============================] - 0s 27us/step - loss: 4758.5083 - mean_absolute_error: 49.2980 - val_loss: 9283.3123 - val_mean_absolute_error: 64.3248
Epoch 2371/5000
148/148 [==============================] - 0s 27us/step - loss: 4757.6079 - mean_absolute_error: 49.2931 - val_loss: 9282.4337 - val_mean_absolute_error: 64.3213
Epoch 2372/5000
148/148 [==============================] - 0s 20us/step - loss: 4756.7134 - mean_absolute_error: 49.2884 - val_loss: 9281.4748 - val_mean_absolute_error: 64.3175
Epoch 2373/5000
148/148 [==============================] - 0s 27us/step - loss: 4755.8018 - mean_absolute_error: 49.2838 - val_loss: 9280.4446 - val_mean_absolute_error: 64.3133
Epoch 2374/5000
148/148 [==============================] - 0s 34us/step - loss: 4754.8765 - mean_absolute_error: 49.2793 - val_loss: 9279.3978 - val_mean_absolute_error: 64.3092
Epoch 2375/5000
148/148 [==============================] - 0s 27us/step - loss: 4753.9932 - mean_absolute_error: 49.2752 - val_loss: 9278.4287 - val_mean_absolute_error: 64.3055
Epoch 2376/5000
148/148 [==============================] - 0s 41us/step - loss: 4753.1001 - mean_absolute_error: 49.2708 - val_loss: 9277.5366 - val_mean_absolute_error: 64.3018
Epoch 2377/5000
148/148 [==============================] - 0s 20us/step - loss: 4752.2007 - mean_absolute_error: 49.2659 - val_loss: 9276.6740 - val_mean_absolute_error: 64.2979
Epoch 2378/5000
148/148 [==============================] - 0s 27us/step - loss: 4751.2842 - mean_absolute_error: 49.2609 - val_loss: 9275.8616 - val_mean_absolute_error: 64.2941
Epoch 2379/5000
148/148 [==============================] - 0s 27us/step - loss: 4750.3984 - mean_absolute_error: 49.2560 - val_loss: 9274.9742 - val_mean_absolute_error: 64.2903
Epoch 2380/5000
148/148 [==============================] - 0s 20us/step - loss: 4749.5122 - mean_absolute_error: 49.2515 - val_loss: 9273.9878 - val_mean_absolute_error: 64.2863
Epoch 2381/5000
148/148 [==============================] - 0s 27us/step - loss: 4748.5986 - mean_absolute_error: 49.2471 - val_loss: 9272.9258 - val_mean_absolute_error: 64.2821
Epoch 2382/5000
148/148 [==============================] - 0s 20us/step - loss: 4747.6982 - mean_absolute_error: 49.2428 - val_loss: 9271.8660 - val_mean_absolute_error: 64.2778
Epoch 2383/5000
148/148 [==============================] - 0s 34us/step - loss: 4746.8110 - mean_absolute_error: 49.2388 - val_loss: 9270.8875 - val_mean_absolute_error: 64.2738
Epoch 2384/5000
148/148 [==============================] - 0s 27us/step - loss: 4745.9209 - mean_absolute_error: 49.2345 - val_loss: 9269.9893 - val_mean_absolute_error: 64.2702
Epoch 2385/5000
148/148 [==============================] - 0s 20us/step - loss: 4745.0200 - mean_absolute_error: 49.2301 - val_loss: 9269.1727 - val_mean_absolute_error: 64.2667
Epoch 2386/5000
148/148 [==============================] - 0s 34us/step - loss: 4744.1050 - mean_absolute_error: 49.2255 - val_loss: 9268.4420 - val_mean_absolute_error: 64.2633
Epoch 2387/5000
148/148 [==============================] - 0s 27us/step - loss: 4743.1875 - mean_absolute_error: 49.2207 - val_loss: 9267.6256 - val_mean_absolute_error: 64.2596
Epoch 2388/5000
148/148 [==============================] - 0s 27us/step - loss: 4742.3203 - mean_absolute_error: 49.2161 - val_loss: 9266.7149 - val_mean_absolute_error: 64.2558
Epoch 2389/5000
148/148 [==============================] - 0s 34us/step - loss: 4741.4253 - mean_absolute_error: 49.2117 - val_loss: 9265.7079 - val_mean_absolute_error: 64.2519
Epoch 2390/5000
148/148 [==============================] - 0s 27us/step - loss: 4740.5044 - mean_absolute_error: 49.2073 - val_loss: 9264.6829 - val_mean_absolute_error: 64.2478
Epoch 2391/5000
148/148 [==============================] - 0s 34us/step - loss: 4739.6167 - mean_absolute_error: 49.2029 - val_loss: 9263.7473 - val_mean_absolute_error: 64.2439
Epoch 2392/5000
148/148 [==============================] - 0s 34us/step - loss: 4738.7192 - mean_absolute_error: 49.1982 - val_loss: 9262.7866 - val_mean_absolute_error: 64.2400
Epoch 2393/5000
148/148 [==============================] - 0s 20us/step - loss: 4737.8267 - mean_absolute_error: 49.1938 - val_loss: 9261.9080 - val_mean_absolute_error: 64.2361
Epoch 2394/5000
148/148 [==============================] - 0s 27us/step - loss: 4736.9409 - mean_absolute_error: 49.1892 - val_loss: 9260.9568 - val_mean_absolute_error: 64.2322
Epoch 2395/5000
148/148 [==============================] - 0s 27us/step - loss: 4736.0498 - mean_absolute_error: 49.1848 - val_loss: 9260.0139 - val_mean_absolute_error: 64.2284
Epoch 2396/5000
148/148 [==============================] - 0s 34us/step - loss: 4735.1611 - mean_absolute_error: 49.1806 - val_loss: 9259.1104 - val_mean_absolute_error: 64.2246
Epoch 2397/5000
148/148 [==============================] - 0s 27us/step - loss: 4734.2715 - mean_absolute_error: 49.1761 - val_loss: 9258.1461 - val_mean_absolute_error: 64.2203
Epoch 2398/5000
148/148 [==============================] - 0s 27us/step - loss: 4733.3770 - mean_absolute_error: 49.1717 - val_loss: 9257.2455 - val_mean_absolute_error: 64.2162
Epoch 2399/5000
148/148 [==============================] - 0s 34us/step - loss: 4732.4834 - mean_absolute_error: 49.1671 - val_loss: 9256.3053 - val_mean_absolute_error: 64.2122
Epoch 2400/5000
148/148 [==============================] - 0s 20us/step - loss: 4731.5981 - mean_absolute_error: 49.1627 - val_loss: 9255.4458 - val_mean_absolute_error: 64.2086
Epoch 2401/5000
148/148 [==============================] - 0s 27us/step - loss: 4730.7026 - mean_absolute_error: 49.1581 - val_loss: 9254.5071 - val_mean_absolute_error: 64.2050
Epoch 2402/5000
148/148 [==============================] - 0s 20us/step - loss: 4729.8154 - mean_absolute_error: 49.1537 - val_loss: 9253.5206 - val_mean_absolute_error: 64.2012
Epoch 2403/5000
148/148 [==============================] - 0s 20us/step - loss: 4728.9316 - mean_absolute_error: 49.1491 - val_loss: 9252.6241 - val_mean_absolute_error: 64.1975
Epoch 2404/5000
148/148 [==============================] - 0s 34us/step - loss: 4728.0518 - mean_absolute_error: 49.1444 - val_loss: 9251.6885 - val_mean_absolute_error: 64.1937
Epoch 2405/5000
148/148 [==============================] - 0s 20us/step - loss: 4727.1670 - mean_absolute_error: 49.1398 - val_loss: 9250.7476 - val_mean_absolute_error: 64.1897
Epoch 2406/5000
148/148 [==============================] - 0s 27us/step - loss: 4726.2739 - mean_absolute_error: 49.1352 - val_loss: 9249.8033 - val_mean_absolute_error: 64.1858
Epoch 2407/5000
148/148 [==============================] - 0s 27us/step - loss: 4725.3867 - mean_absolute_error: 49.1307 - val_loss: 9248.9470 - val_mean_absolute_error: 64.1819
Epoch 2408/5000
148/148 [==============================] - 0s 20us/step - loss: 4724.5098 - mean_absolute_error: 49.1260 - val_loss: 9248.1049 - val_mean_absolute_error: 64.1781
Epoch 2409/5000
148/148 [==============================] - 0s 20us/step - loss: 4723.6304 - mean_absolute_error: 49.1213 - val_loss: 9247.2703 - val_mean_absolute_error: 64.1744
Epoch 2410/5000
148/148 [==============================] - 0s 27us/step - loss: 4722.7671 - mean_absolute_error: 49.1166 - val_loss: 9246.3493 - val_mean_absolute_error: 64.1706
Epoch 2411/5000
148/148 [==============================] - 0s 27us/step - loss: 4721.8677 - mean_absolute_error: 49.1122 - val_loss: 9245.4319 - val_mean_absolute_error: 64.1670
Epoch 2412/5000
148/148 [==============================] - 0s 27us/step - loss: 4720.9702 - mean_absolute_error: 49.1078 - val_loss: 9244.4392 - val_mean_absolute_error: 64.1632
Epoch 2413/5000
148/148 [==============================] - 0s 27us/step - loss: 4720.0947 - mean_absolute_error: 49.1037 - val_loss: 9243.4890 - val_mean_absolute_error: 64.1593
Epoch 2414/5000
148/148 [==============================] - 0s 27us/step - loss: 4719.2227 - mean_absolute_error: 49.0995 - val_loss: 9242.6057 - val_mean_absolute_error: 64.1554
Epoch 2415/5000
148/148 [==============================] - 0s 20us/step - loss: 4718.3389 - mean_absolute_error: 49.0949 - val_loss: 9241.7165 - val_mean_absolute_error: 64.1513
Epoch 2416/5000
148/148 [==============================] - 0s 34us/step - loss: 4717.4595 - mean_absolute_error: 49.0903 - val_loss: 9240.8348 - val_mean_absolute_error: 64.1474
Epoch 2417/5000
148/148 [==============================] - 0s 27us/step - loss: 4716.5732 - mean_absolute_error: 49.0856 - val_loss: 9239.9658 - val_mean_absolute_error: 64.1437
Epoch 2418/5000
148/148 [==============================] - 0s 20us/step - loss: 4715.6890 - mean_absolute_error: 49.0811 - val_loss: 9239.0651 - val_mean_absolute_error: 64.1400
Epoch 2419/5000
148/148 [==============================] - 0s 34us/step - loss: 4714.8120 - mean_absolute_error: 49.0768 - val_loss: 9238.2045 - val_mean_absolute_error: 64.1365
Epoch 2420/5000
148/148 [==============================] - 0s 27us/step - loss: 4713.9341 - mean_absolute_error: 49.0724 - val_loss: 9237.3381 - val_mean_absolute_error: 64.1330
Epoch 2421/5000
148/148 [==============================] - 0s 27us/step - loss: 4713.0581 - mean_absolute_error: 49.0678 - val_loss: 9236.4041 - val_mean_absolute_error: 64.1291
Epoch 2422/5000
148/148 [==============================] - 0s 34us/step - loss: 4712.1851 - mean_absolute_error: 49.0633 - val_loss: 9235.4096 - val_mean_absolute_error: 64.1249
Epoch 2423/5000
148/148 [==============================] - 0s 27us/step - loss: 4711.3018 - mean_absolute_error: 49.0589 - val_loss: 9234.4921 - val_mean_absolute_error: 64.1206
Epoch 2424/5000
148/148 [==============================] - 0s 27us/step - loss: 4710.4146 - mean_absolute_error: 49.0542 - val_loss: 9233.6237 - val_mean_absolute_error: 64.1166
Epoch 2425/5000
148/148 [==============================] - 0s 27us/step - loss: 4709.5454 - mean_absolute_error: 49.0494 - val_loss: 9232.7966 - val_mean_absolute_error: 64.1130
Epoch 2426/5000
148/148 [==============================] - 0s 27us/step - loss: 4708.6836 - mean_absolute_error: 49.0448 - val_loss: 9231.9012 - val_mean_absolute_error: 64.1094
Epoch 2427/5000
148/148 [==============================] - 0s 27us/step - loss: 4707.7783 - mean_absolute_error: 49.0405 - val_loss: 9230.9597 - val_mean_absolute_error: 64.1058
Epoch 2428/5000
148/148 [==============================] - 0s 20us/step - loss: 4706.9136 - mean_absolute_error: 49.0364 - val_loss: 9230.0049 - val_mean_absolute_error: 64.1020
Epoch 2429/5000
148/148 [==============================] - 0s 27us/step - loss: 4706.0605 - mean_absolute_error: 49.0323 - val_loss: 9229.1247 - val_mean_absolute_error: 64.0982
Epoch 2430/5000
148/148 [==============================] - 0s 27us/step - loss: 4705.1792 - mean_absolute_error: 49.0276 - val_loss: 9228.3216 - val_mean_absolute_error: 64.0944
Epoch 2431/5000
148/148 [==============================] - 0s 34us/step - loss: 4704.2935 - mean_absolute_error: 49.0227 - val_loss: 9227.4684 - val_mean_absolute_error: 64.0906
Epoch 2432/5000
148/148 [==============================] - 0s 27us/step - loss: 4703.4277 - mean_absolute_error: 49.0180 - val_loss: 9226.5874 - val_mean_absolute_error: 64.0871
Epoch 2433/5000
148/148 [==============================] - 0s 34us/step - loss: 4702.5449 - mean_absolute_error: 49.0135 - val_loss: 9225.6482 - val_mean_absolute_error: 64.0837
Epoch 2434/5000
148/148 [==============================] - 0s 20us/step - loss: 4701.6860 - mean_absolute_error: 49.0095 - val_loss: 9224.7307 - val_mean_absolute_error: 64.0801
Epoch 2435/5000
148/148 [==============================] - 0s 34us/step - loss: 4700.8350 - mean_absolute_error: 49.0053 - val_loss: 9223.8409 - val_mean_absolute_error: 64.0764
Epoch 2436/5000
148/148 [==============================] - 0s 27us/step - loss: 4699.9517 - mean_absolute_error: 49.0008 - val_loss: 9222.9904 - val_mean_absolute_error: 64.0725
Epoch 2437/5000
148/148 [==============================] - 0s 27us/step - loss: 4699.0669 - mean_absolute_error: 48.9961 - val_loss: 9222.1138 - val_mean_absolute_error: 64.0684
Epoch 2438/5000
148/148 [==============================] - 0s 27us/step - loss: 4698.2056 - mean_absolute_error: 48.9915 - val_loss: 9221.2057 - val_mean_absolute_error: 64.0644
Epoch 2439/5000
148/148 [==============================] - 0s 27us/step - loss: 4697.3433 - mean_absolute_error: 48.9871 - val_loss: 9220.3746 - val_mean_absolute_error: 64.0609
Epoch 2440/5000
148/148 [==============================] - 0s 27us/step - loss: 4696.4722 - mean_absolute_error: 48.9827 - val_loss: 9219.4590 - val_mean_absolute_error: 64.0574
Epoch 2441/5000
148/148 [==============================] - 0s 20us/step - loss: 4695.5928 - mean_absolute_error: 48.9784 - val_loss: 9218.4968 - val_mean_absolute_error: 64.0537
Epoch 2442/5000
148/148 [==============================] - 0s 41us/step - loss: 4694.7422 - mean_absolute_error: 48.9744 - val_loss: 9217.6201 - val_mean_absolute_error: 64.0500
Epoch 2443/5000
148/148 [==============================] - 0s 27us/step - loss: 4693.8755 - mean_absolute_error: 48.9700 - val_loss: 9216.8104 - val_mean_absolute_error: 64.0463
Epoch 2444/5000
148/148 [==============================] - 0s 27us/step - loss: 4692.9907 - mean_absolute_error: 48.9651 - val_loss: 9215.9566 - val_mean_absolute_error: 64.0423
Epoch 2445/5000
148/148 [==============================] - 0s 27us/step - loss: 4692.1475 - mean_absolute_error: 48.9605 - val_loss: 9215.0322 - val_mean_absolute_error: 64.0385
Epoch 2446/5000
148/148 [==============================] - 0s 27us/step - loss: 4691.2925 - mean_absolute_error: 48.9562 - val_loss: 9214.1387 - val_mean_absolute_error: 64.0349
Epoch 2447/5000
148/148 [==============================] - 0s 27us/step - loss: 4690.4238 - mean_absolute_error: 48.9520 - val_loss: 9213.2636 - val_mean_absolute_error: 64.0314
Epoch 2448/5000
148/148 [==============================] - 0s 27us/step - loss: 4689.5640 - mean_absolute_error: 48.9476 - val_loss: 9212.3746 - val_mean_absolute_error: 64.0278
Epoch 2449/5000
148/148 [==============================] - 0s 27us/step - loss: 4688.7007 - mean_absolute_error: 48.9433 - val_loss: 9211.5609 - val_mean_absolute_error: 64.0242
Epoch 2450/5000
148/148 [==============================] - 0s 20us/step - loss: 4687.8330 - mean_absolute_error: 48.9387 - val_loss: 9210.6926 - val_mean_absolute_error: 64.0204
Epoch 2451/5000
148/148 [==============================] - 0s 34us/step - loss: 4686.9824 - mean_absolute_error: 48.9342 - val_loss: 9209.7712 - val_mean_absolute_error: 64.0167
Epoch 2452/5000
148/148 [==============================] - 0s 27us/step - loss: 4686.1245 - mean_absolute_error: 48.9299 - val_loss: 9208.9199 - val_mean_absolute_error: 64.0134
Epoch 2453/5000
148/148 [==============================] - 0s 27us/step - loss: 4685.2622 - mean_absolute_error: 48.9253 - val_loss: 9208.1112 - val_mean_absolute_error: 64.0102
Epoch 2454/5000
148/148 [==============================] - 0s 20us/step - loss: 4684.4165 - mean_absolute_error: 48.9208 - val_loss: 9207.2574 - val_mean_absolute_error: 64.0068
Epoch 2455/5000
148/148 [==============================] - 0s 34us/step - loss: 4683.5615 - mean_absolute_error: 48.9164 - val_loss: 9206.3376 - val_mean_absolute_error: 64.0030
Epoch 2456/5000
148/148 [==============================] - 0s 20us/step - loss: 4682.6997 - mean_absolute_error: 48.9120 - val_loss: 9205.3584 - val_mean_absolute_error: 63.9988
Epoch 2457/5000
148/148 [==============================] - 0s 20us/step - loss: 4681.8252 - mean_absolute_error: 48.9077 - val_loss: 9204.4568 - val_mean_absolute_error: 63.9947
Epoch 2458/5000
148/148 [==============================] - 0s 27us/step - loss: 4680.9492 - mean_absolute_error: 48.9031 - val_loss: 9203.6473 - val_mean_absolute_error: 63.9908
Epoch 2459/5000
148/148 [==============================] - 0s 27us/step - loss: 4680.1235 - mean_absolute_error: 48.8986 - val_loss: 9202.8518 - val_mean_absolute_error: 63.9872
Epoch 2460/5000
148/148 [==============================] - 0s 20us/step - loss: 4679.2642 - mean_absolute_error: 48.8938 - val_loss: 9201.9815 - val_mean_absolute_error: 63.9837
Epoch 2461/5000
148/148 [==============================] - 0s 27us/step - loss: 4678.3979 - mean_absolute_error: 48.8895 - val_loss: 9201.0416 - val_mean_absolute_error: 63.9802
Epoch 2462/5000
148/148 [==============================] - 0s 34us/step - loss: 4677.5391 - mean_absolute_error: 48.8854 - val_loss: 9200.0897 - val_mean_absolute_error: 63.9765
Epoch 2463/5000
148/148 [==============================] - 0s 20us/step - loss: 4676.6953 - mean_absolute_error: 48.8813 - val_loss: 9199.2226 - val_mean_absolute_error: 63.9729
Epoch 2464/5000
148/148 [==============================] - 0s 27us/step - loss: 4675.8330 - mean_absolute_error: 48.8767 - val_loss: 9198.4421 - val_mean_absolute_error: 63.9695
Epoch 2465/5000
148/148 [==============================] - 0s 34us/step - loss: 4674.9663 - mean_absolute_error: 48.8718 - val_loss: 9197.6258 - val_mean_absolute_error: 63.9660
Epoch 2466/5000
148/148 [==============================] - 0s 20us/step - loss: 4674.1011 - mean_absolute_error: 48.8671 - val_loss: 9196.7707 - val_mean_absolute_error: 63.9626
Epoch 2467/5000
148/148 [==============================] - 0s 20us/step - loss: 4673.2485 - mean_absolute_error: 48.8626 - val_loss: 9195.9249 - val_mean_absolute_error: 63.9592
Epoch 2468/5000
148/148 [==============================] - 0s 27us/step - loss: 4672.3921 - mean_absolute_error: 48.8582 - val_loss: 9195.1007 - val_mean_absolute_error: 63.9560
Epoch 2469/5000
148/148 [==============================] - 0s 20us/step - loss: 4671.5405 - mean_absolute_error: 48.8537 - val_loss: 9194.2169 - val_mean_absolute_error: 63.9523
Epoch 2470/5000
148/148 [==============================] - 0s 34us/step - loss: 4670.6919 - mean_absolute_error: 48.8493 - val_loss: 9193.2634 - val_mean_absolute_error: 63.9483
Epoch 2471/5000
148/148 [==============================] - 0s 27us/step - loss: 4669.8232 - mean_absolute_error: 48.8449 - val_loss: 9192.3723 - val_mean_absolute_error: 63.9444
Epoch 2472/5000
148/148 [==============================] - 0s 27us/step - loss: 4668.9731 - mean_absolute_error: 48.8406 - val_loss: 9191.5759 - val_mean_absolute_error: 63.9407
Epoch 2473/5000
148/148 [==============================] - 0s 27us/step - loss: 4668.1143 - mean_absolute_error: 48.8361 - val_loss: 9190.8521 - val_mean_absolute_error: 63.9373
Epoch 2474/5000
148/148 [==============================] - 0s 27us/step - loss: 4667.2568 - mean_absolute_error: 48.8315 - val_loss: 9190.0925 - val_mean_absolute_error: 63.9337
Epoch 2475/5000
148/148 [==============================] - 0s 20us/step - loss: 4666.4126 - mean_absolute_error: 48.8267 - val_loss: 9189.2767 - val_mean_absolute_error: 63.9301
Epoch 2476/5000
148/148 [==============================] - 0s 34us/step - loss: 4665.5684 - mean_absolute_error: 48.8221 - val_loss: 9188.3910 - val_mean_absolute_error: 63.9265
Epoch 2477/5000
148/148 [==============================] - 0s 20us/step - loss: 4664.7246 - mean_absolute_error: 48.8178 - val_loss: 9187.4445 - val_mean_absolute_error: 63.9231
Epoch 2478/5000
148/148 [==============================] - 0s 34us/step - loss: 4663.8667 - mean_absolute_error: 48.8136 - val_loss: 9186.4806 - val_mean_absolute_error: 63.9197
Epoch 2479/5000
148/148 [==============================] - 0s 34us/step - loss: 4663.0474 - mean_absolute_error: 48.8097 - val_loss: 9185.6049 - val_mean_absolute_error: 63.9164
Epoch 2480/5000
148/148 [==============================] - 0s 47us/step - loss: 4662.2119 - mean_absolute_error: 48.8052 - val_loss: 9184.8122 - val_mean_absolute_error: 63.9130
Epoch 2481/5000
148/148 [==============================] - 0s 27us/step - loss: 4661.3569 - mean_absolute_error: 48.8004 - val_loss: 9184.0759 - val_mean_absolute_error: 63.9096
Epoch 2482/5000
148/148 [==============================] - 0s 34us/step - loss: 4660.5122 - mean_absolute_error: 48.7955 - val_loss: 9183.2437 - val_mean_absolute_error: 63.9061
Epoch 2483/5000
148/148 [==============================] - 0s 20us/step - loss: 4659.6909 - mean_absolute_error: 48.7911 - val_loss: 9182.3911 - val_mean_absolute_error: 63.9027
Epoch 2484/5000
148/148 [==============================] - 0s 20us/step - loss: 4658.8555 - mean_absolute_error: 48.7869 - val_loss: 9181.6142 - val_mean_absolute_error: 63.8995
Epoch 2485/5000
148/148 [==============================] - 0s 27us/step - loss: 4658.0117 - mean_absolute_error: 48.7826 - val_loss: 9180.8746 - val_mean_absolute_error: 63.8966
Epoch 2486/5000
148/148 [==============================] - 0s 27us/step - loss: 4657.1772 - mean_absolute_error: 48.7784 - val_loss: 9180.1625 - val_mean_absolute_error: 63.8936
Epoch 2487/5000
148/148 [==============================] - 0s 27us/step - loss: 4656.3389 - mean_absolute_error: 48.7740 - val_loss: 9179.3500 - val_mean_absolute_error: 63.8903
Epoch 2488/5000
148/148 [==============================] - 0s 27us/step - loss: 4655.4985 - mean_absolute_error: 48.7698 - val_loss: 9178.4853 - val_mean_absolute_error: 63.8869
Epoch 2489/5000
148/148 [==============================] - 0s 27us/step - loss: 4654.6777 - mean_absolute_error: 48.7657 - val_loss: 9177.6936 - val_mean_absolute_error: 63.8836
Epoch 2490/5000
148/148 [==============================] - 0s 27us/step - loss: 4653.8467 - mean_absolute_error: 48.7614 - val_loss: 9176.9399 - val_mean_absolute_error: 63.8804
Epoch 2491/5000
148/148 [==============================] - 0s 34us/step - loss: 4652.9922 - mean_absolute_error: 48.7567 - val_loss: 9176.1528 - val_mean_absolute_error: 63.8772
Epoch 2492/5000
148/148 [==============================] - 0s 27us/step - loss: 4652.1611 - mean_absolute_error: 48.7521 - val_loss: 9175.3482 - val_mean_absolute_error: 63.8738
Epoch 2493/5000
148/148 [==============================] - 0s 27us/step - loss: 4651.3438 - mean_absolute_error: 48.7475 - val_loss: 9174.4802 - val_mean_absolute_error: 63.8704
Epoch 2494/5000
148/148 [==============================] - 0s 27us/step - loss: 4650.5107 - mean_absolute_error: 48.7432 - val_loss: 9173.5707 - val_mean_absolute_error: 63.8668
Epoch 2495/5000
148/148 [==============================] - 0s 27us/step - loss: 4649.6787 - mean_absolute_error: 48.7391 - val_loss: 9172.7482 - val_mean_absolute_error: 63.8636
Epoch 2496/5000
148/148 [==============================] - 0s 27us/step - loss: 4648.8477 - mean_absolute_error: 48.7350 - val_loss: 9172.0202 - val_mean_absolute_error: 63.8605
Epoch 2497/5000
148/148 [==============================] - 0s 34us/step - loss: 4648.0000 - mean_absolute_error: 48.7305 - val_loss: 9171.3604 - val_mean_absolute_error: 63.8575
Epoch 2498/5000
148/148 [==============================] - 0s 27us/step - loss: 4647.1689 - mean_absolute_error: 48.7260 - val_loss: 9170.6087 - val_mean_absolute_error: 63.8544
Epoch 2499/5000
148/148 [==============================] - 0s 27us/step - loss: 4646.3384 - mean_absolute_error: 48.7217 - val_loss: 9169.7670 - val_mean_absolute_error: 63.8510
Epoch 2500/5000
148/148 [==============================] - 0s 27us/step - loss: 4645.5078 - mean_absolute_error: 48.7176 - val_loss: 9168.8680 - val_mean_absolute_error: 63.8475
Epoch 2501/5000
148/148 [==============================] - 0s 20us/step - loss: 4644.6963 - mean_absolute_error: 48.7137 - val_loss: 9168.0442 - val_mean_absolute_error: 63.8441
Epoch 2502/5000
148/148 [==============================] - 0s 20us/step - loss: 4643.8696 - mean_absolute_error: 48.7095 - val_loss: 9167.2983 - val_mean_absolute_error: 63.8408
Epoch 2503/5000
148/148 [==============================] - 0s 27us/step - loss: 4643.0186 - mean_absolute_error: 48.7048 - val_loss: 9166.6411 - val_mean_absolute_error: 63.8377
Epoch 2504/5000
148/148 [==============================] - 0s 34us/step - loss: 4642.1973 - mean_absolute_error: 48.6999 - val_loss: 9165.9119 - val_mean_absolute_error: 63.8346
Epoch 2505/5000
148/148 [==============================] - 0s 27us/step - loss: 4641.3828 - mean_absolute_error: 48.6953 - val_loss: 9165.0977 - val_mean_absolute_error: 63.8315
Epoch 2506/5000
148/148 [==============================] - 0s 20us/step - loss: 4640.5640 - mean_absolute_error: 48.6913 - val_loss: 9164.2282 - val_mean_absolute_error: 63.8280
Epoch 2507/5000
148/148 [==============================] - 0s 27us/step - loss: 4639.7314 - mean_absolute_error: 48.6872 - val_loss: 9163.3118 - val_mean_absolute_error: 63.8242
Epoch 2508/5000
148/148 [==============================] - 0s 27us/step - loss: 4638.9077 - mean_absolute_error: 48.6833 - val_loss: 9162.4877 - val_mean_absolute_error: 63.8204
Epoch 2509/5000
148/148 [==============================] - 0s 34us/step - loss: 4638.0889 - mean_absolute_error: 48.6790 - val_loss: 9161.7089 - val_mean_absolute_error: 63.8169
Epoch 2510/5000
148/148 [==============================] - 0s 27us/step - loss: 4637.2637 - mean_absolute_error: 48.6748 - val_loss: 9161.0041 - val_mean_absolute_error: 63.8139
Epoch 2511/5000
148/148 [==============================] - 0s 34us/step - loss: 4636.4243 - mean_absolute_error: 48.6704 - val_loss: 9160.3551 - val_mean_absolute_error: 63.8112
Epoch 2512/5000
148/148 [==============================] - 0s 27us/step - loss: 4635.5840 - mean_absolute_error: 48.6659 - val_loss: 9159.7262 - val_mean_absolute_error: 63.8083
Epoch 2513/5000
148/148 [==============================] - 0s 27us/step - loss: 4634.7808 - mean_absolute_error: 48.6614 - val_loss: 9159.0248 - val_mean_absolute_error: 63.8052
Epoch 2514/5000
148/148 [==============================] - 0s 27us/step - loss: 4633.9575 - mean_absolute_error: 48.6569 - val_loss: 9158.2722 - val_mean_absolute_error: 63.8018
Epoch 2515/5000
148/148 [==============================] - 0s 27us/step - loss: 4633.1328 - mean_absolute_error: 48.6524 - val_loss: 9157.4497 - val_mean_absolute_error: 63.7987
Epoch 2516/5000
148/148 [==============================] - 0s 27us/step - loss: 4632.2988 - mean_absolute_error: 48.6481 - val_loss: 9156.5679 - val_mean_absolute_error: 63.7955
Epoch 2517/5000
148/148 [==============================] - 0s 27us/step - loss: 4631.4751 - mean_absolute_error: 48.6441 - val_loss: 9155.6724 - val_mean_absolute_error: 63.7921
Epoch 2518/5000
148/148 [==============================] - 0s 27us/step - loss: 4630.6621 - mean_absolute_error: 48.6401 - val_loss: 9154.8630 - val_mean_absolute_error: 63.7887
Epoch 2519/5000
148/148 [==============================] - 0s 27us/step - loss: 4629.8491 - mean_absolute_error: 48.6358 - val_loss: 9154.1374 - val_mean_absolute_error: 63.7854
Epoch 2520/5000
148/148 [==============================] - 0s 27us/step - loss: 4629.0259 - mean_absolute_error: 48.6314 - val_loss: 9153.4635 - val_mean_absolute_error: 63.7825
Epoch 2521/5000
148/148 [==============================] - 0s 27us/step - loss: 4628.1885 - mean_absolute_error: 48.6270 - val_loss: 9152.8211 - val_mean_absolute_error: 63.7798
Epoch 2522/5000
148/148 [==============================] - 0s 34us/step - loss: 4627.3701 - mean_absolute_error: 48.6226 - val_loss: 9152.1397 - val_mean_absolute_error: 63.7767
Epoch 2523/5000
148/148 [==============================] - 0s 20us/step - loss: 4626.5576 - mean_absolute_error: 48.6179 - val_loss: 9151.3855 - val_mean_absolute_error: 63.7733
Epoch 2524/5000
148/148 [==============================] - 0s 34us/step - loss: 4625.7329 - mean_absolute_error: 48.6133 - val_loss: 9150.5674 - val_mean_absolute_error: 63.7700
Epoch 2525/5000
148/148 [==============================] - 0s 27us/step - loss: 4624.9111 - mean_absolute_error: 48.6091 - val_loss: 9149.6910 - val_mean_absolute_error: 63.7667
Epoch 2526/5000
148/148 [==============================] - 0s 27us/step - loss: 4624.0742 - mean_absolute_error: 48.6050 - val_loss: 9148.8697 - val_mean_absolute_error: 63.7635
Epoch 2527/5000
148/148 [==============================] - 0s 34us/step - loss: 4623.2476 - mean_absolute_error: 48.6005 - val_loss: 9148.1233 - val_mean_absolute_error: 63.7603
Epoch 2528/5000
148/148 [==============================] - 0s 20us/step - loss: 4622.4526 - mean_absolute_error: 48.5958 - val_loss: 9147.3266 - val_mean_absolute_error: 63.7571
Epoch 2529/5000
148/148 [==============================] - 0s 20us/step - loss: 4621.6328 - mean_absolute_error: 48.5915 - val_loss: 9146.4869 - val_mean_absolute_error: 63.7540
Epoch 2530/5000
148/148 [==============================] - 0s 27us/step - loss: 4620.8018 - mean_absolute_error: 48.5874 - val_loss: 9145.7277 - val_mean_absolute_error: 63.7510
Epoch 2531/5000
148/148 [==============================] - 0s 34us/step - loss: 4619.9912 - mean_absolute_error: 48.5831 - val_loss: 9145.0043 - val_mean_absolute_error: 63.7479
Epoch 2532/5000
148/148 [==============================] - 0s 27us/step - loss: 4619.1743 - mean_absolute_error: 48.5787 - val_loss: 9144.2350 - val_mean_absolute_error: 63.7448
Epoch 2533/5000
148/148 [==============================] - 0s 27us/step - loss: 4618.3628 - mean_absolute_error: 48.5743 - val_loss: 9143.4001 - val_mean_absolute_error: 63.7417
Epoch 2534/5000
148/148 [==============================] - 0s 27us/step - loss: 4617.5518 - mean_absolute_error: 48.5704 - val_loss: 9142.5986 - val_mean_absolute_error: 63.7389
Epoch 2535/5000
148/148 [==============================] - 0s 27us/step - loss: 4616.7358 - mean_absolute_error: 48.5663 - val_loss: 9141.8582 - val_mean_absolute_error: 63.7363
Epoch 2536/5000
148/148 [==============================] - 0s 27us/step - loss: 4615.9121 - mean_absolute_error: 48.5621 - val_loss: 9141.1958 - val_mean_absolute_error: 63.7338
Epoch 2537/5000
148/148 [==============================] - 0s 27us/step - loss: 4615.1016 - mean_absolute_error: 48.5577 - val_loss: 9140.5451 - val_mean_absolute_error: 63.7311
Epoch 2538/5000
148/148 [==============================] - 0s 27us/step - loss: 4614.2866 - mean_absolute_error: 48.5532 - val_loss: 9139.8276 - val_mean_absolute_error: 63.7282
Epoch 2539/5000
148/148 [==============================] - 0s 27us/step - loss: 4613.4727 - mean_absolute_error: 48.5490 - val_loss: 9139.0669 - val_mean_absolute_error: 63.7252
Epoch 2540/5000
148/148 [==============================] - 0s 27us/step - loss: 4612.6602 - mean_absolute_error: 48.5449 - val_loss: 9138.2876 - val_mean_absolute_error: 63.7221
Epoch 2541/5000
148/148 [==============================] - 0s 34us/step - loss: 4611.8530 - mean_absolute_error: 48.5406 - val_loss: 9137.4743 - val_mean_absolute_error: 63.7191
Epoch 2542/5000
148/148 [==============================] - 0s 27us/step - loss: 4611.0513 - mean_absolute_error: 48.5363 - val_loss: 9136.7369 - val_mean_absolute_error: 63.7164
Epoch 2543/5000
148/148 [==============================] - 0s 27us/step - loss: 4610.2295 - mean_absolute_error: 48.5320 - val_loss: 9136.0339 - val_mean_absolute_error: 63.7137
Epoch 2544/5000
148/148 [==============================] - 0s 34us/step - loss: 4609.4170 - mean_absolute_error: 48.5276 - val_loss: 9135.3468 - val_mean_absolute_error: 63.7111
Epoch 2545/5000
148/148 [==============================] - 0s 20us/step - loss: 4608.5986 - mean_absolute_error: 48.5231 - val_loss: 9134.5805 - val_mean_absolute_error: 63.7082
Epoch 2546/5000
148/148 [==============================] - 0s 27us/step - loss: 4607.7993 - mean_absolute_error: 48.5188 - val_loss: 9133.7712 - val_mean_absolute_error: 63.7050
Epoch 2547/5000
148/148 [==============================] - 0s 27us/step - loss: 4606.9868 - mean_absolute_error: 48.5144 - val_loss: 9132.9195 - val_mean_absolute_error: 63.7017
Epoch 2548/5000
148/148 [==============================] - 0s 27us/step - loss: 4606.1631 - mean_absolute_error: 48.5101 - val_loss: 9132.0435 - val_mean_absolute_error: 63.6984
Epoch 2549/5000
148/148 [==============================] - 0s 27us/step - loss: 4605.3667 - mean_absolute_error: 48.5061 - val_loss: 9131.2255 - val_mean_absolute_error: 63.6952
Epoch 2550/5000
148/148 [==============================] - 0s 20us/step - loss: 4604.5674 - mean_absolute_error: 48.5018 - val_loss: 9130.4619 - val_mean_absolute_error: 63.6922
Epoch 2551/5000
148/148 [==============================] - 0s 34us/step - loss: 4603.7495 - mean_absolute_error: 48.4973 - val_loss: 9129.7227 - val_mean_absolute_error: 63.6893
Epoch 2552/5000
148/148 [==============================] - 0s 27us/step - loss: 4602.9189 - mean_absolute_error: 48.4928 - val_loss: 9128.9353 - val_mean_absolute_error: 63.6864
Epoch 2553/5000
148/148 [==============================] - 0s 27us/step - loss: 4602.1123 - mean_absolute_error: 48.4884 - val_loss: 9128.1127 - val_mean_absolute_error: 63.6834
Epoch 2554/5000
148/148 [==============================] - 0s 27us/step - loss: 4601.3062 - mean_absolute_error: 48.4843 - val_loss: 9127.3396 - val_mean_absolute_error: 63.6804
Epoch 2555/5000
148/148 [==============================] - 0s 27us/step - loss: 4600.5000 - mean_absolute_error: 48.4802 - val_loss: 9126.6064 - val_mean_absolute_error: 63.6773
Epoch 2556/5000
148/148 [==============================] - 0s 27us/step - loss: 4599.6826 - mean_absolute_error: 48.4759 - val_loss: 9125.9207 - val_mean_absolute_error: 63.6742
Epoch 2557/5000
148/148 [==============================] - 0s 27us/step - loss: 4598.8696 - mean_absolute_error: 48.4715 - val_loss: 9125.2051 - val_mean_absolute_error: 63.6711
Epoch 2558/5000
148/148 [==============================] - 0s 27us/step - loss: 4598.0889 - mean_absolute_error: 48.4675 - val_loss: 9124.4421 - val_mean_absolute_error: 63.6681
Epoch 2559/5000
148/148 [==============================] - 0s 27us/step - loss: 4597.2920 - mean_absolute_error: 48.4636 - val_loss: 9123.6136 - val_mean_absolute_error: 63.6651
Epoch 2560/5000
148/148 [==============================] - 0s 34us/step - loss: 4596.4912 - mean_absolute_error: 48.4596 - val_loss: 9122.8564 - val_mean_absolute_error: 63.6621
Epoch 2561/5000
148/148 [==============================] - 0s 27us/step - loss: 4595.6929 - mean_absolute_error: 48.4554 - val_loss: 9122.1654 - val_mean_absolute_error: 63.6592
Epoch 2562/5000
148/148 [==============================] - 0s 27us/step - loss: 4594.8931 - mean_absolute_error: 48.4508 - val_loss: 9121.4170 - val_mean_absolute_error: 63.6561
Epoch 2563/5000
148/148 [==============================] - 0s 20us/step - loss: 4594.0894 - mean_absolute_error: 48.4463 - val_loss: 9120.6332 - val_mean_absolute_error: 63.6531
Epoch 2564/5000
148/148 [==============================] - 0s 34us/step - loss: 4593.2793 - mean_absolute_error: 48.4420 - val_loss: 9119.7836 - val_mean_absolute_error: 63.6501
Epoch 2565/5000
148/148 [==============================] - 0s 27us/step - loss: 4592.4844 - mean_absolute_error: 48.4380 - val_loss: 9118.9369 - val_mean_absolute_error: 63.6471
Epoch 2566/5000
148/148 [==============================] - 0s 27us/step - loss: 4591.6802 - mean_absolute_error: 48.4337 - val_loss: 9118.1475 - val_mean_absolute_error: 63.6443
Epoch 2567/5000
148/148 [==============================] - 0s 20us/step - loss: 4590.8774 - mean_absolute_error: 48.4293 - val_loss: 9117.3185 - val_mean_absolute_error: 63.6413
Epoch 2568/5000
148/148 [==============================] - 0s 20us/step - loss: 4590.0835 - mean_absolute_error: 48.4252 - val_loss: 9116.5518 - val_mean_absolute_error: 63.6383
Epoch 2569/5000
148/148 [==============================] - 0s 27us/step - loss: 4589.2891 - mean_absolute_error: 48.4209 - val_loss: 9115.7776 - val_mean_absolute_error: 63.6352
Epoch 2570/5000
148/148 [==============================] - 0s 27us/step - loss: 4588.4810 - mean_absolute_error: 48.4168 - val_loss: 9115.0986 - val_mean_absolute_error: 63.6322
Epoch 2571/5000
148/148 [==============================] - 0s 34us/step - loss: 4587.6812 - mean_absolute_error: 48.4125 - val_loss: 9114.3999 - val_mean_absolute_error: 63.6291
Epoch 2572/5000
148/148 [==============================] - 0s 27us/step - loss: 4586.9155 - mean_absolute_error: 48.4082 - val_loss: 9113.6301 - val_mean_absolute_error: 63.6261
Epoch 2573/5000
148/148 [==============================] - 0s 27us/step - loss: 4586.1294 - mean_absolute_error: 48.4042 - val_loss: 9112.8896 - val_mean_absolute_error: 63.6231
Epoch 2574/5000
148/148 [==============================] - 0s 27us/step - loss: 4585.3174 - mean_absolute_error: 48.4000 - val_loss: 9112.1705 - val_mean_absolute_error: 63.6204
Epoch 2575/5000
148/148 [==============================] - 0s 27us/step - loss: 4584.5225 - mean_absolute_error: 48.3957 - val_loss: 9111.4696 - val_mean_absolute_error: 63.6177
Epoch 2576/5000
148/148 [==============================] - 0s 20us/step - loss: 4583.7202 - mean_absolute_error: 48.3914 - val_loss: 9110.7098 - val_mean_absolute_error: 63.6151
Epoch 2577/5000
148/148 [==============================] - 0s 20us/step - loss: 4582.9326 - mean_absolute_error: 48.3875 - val_loss: 9109.8931 - val_mean_absolute_error: 63.6121
Epoch 2578/5000
148/148 [==============================] - 0s 27us/step - loss: 4582.1367 - mean_absolute_error: 48.3835 - val_loss: 9109.1169 - val_mean_absolute_error: 63.6091
Epoch 2579/5000
148/148 [==============================] - 0s 34us/step - loss: 4581.3599 - mean_absolute_error: 48.3791 - val_loss: 9108.2861 - val_mean_absolute_error: 63.6058
Epoch 2580/5000
148/148 [==============================] - 0s 20us/step - loss: 4580.5791 - mean_absolute_error: 48.3749 - val_loss: 9107.5290 - val_mean_absolute_error: 63.6026
Epoch 2581/5000
148/148 [==============================] - 0s 34us/step - loss: 4579.7695 - mean_absolute_error: 48.3706 - val_loss: 9106.8434 - val_mean_absolute_error: 63.5995
Epoch 2582/5000
148/148 [==============================] - 0s 34us/step - loss: 4578.9805 - mean_absolute_error: 48.3663 - val_loss: 9106.1616 - val_mean_absolute_error: 63.5965
Epoch 2583/5000
148/148 [==============================] - 0s 20us/step - loss: 4578.2026 - mean_absolute_error: 48.3621 - val_loss: 9105.4317 - val_mean_absolute_error: 63.5935
Epoch 2584/5000
148/148 [==============================] - 0s 20us/step - loss: 4577.4165 - mean_absolute_error: 48.3580 - val_loss: 9104.6620 - val_mean_absolute_error: 63.5905
Epoch 2585/5000
148/148 [==============================] - 0s 27us/step - loss: 4576.6157 - mean_absolute_error: 48.3539 - val_loss: 9103.9412 - val_mean_absolute_error: 63.5877
Epoch 2586/5000
148/148 [==============================] - 0s 27us/step - loss: 4575.8223 - mean_absolute_error: 48.3497 - val_loss: 9103.2265 - val_mean_absolute_error: 63.5850
Epoch 2587/5000
148/148 [==============================] - 0s 20us/step - loss: 4575.0332 - mean_absolute_error: 48.3453 - val_loss: 9102.4499 - val_mean_absolute_error: 63.5820
Epoch 2588/5000
148/148 [==============================] - 0s 27us/step - loss: 4574.2344 - mean_absolute_error: 48.3407 - val_loss: 9101.6278 - val_mean_absolute_error: 63.5788
Epoch 2589/5000
148/148 [==============================] - 0s 27us/step - loss: 4573.4321 - mean_absolute_error: 48.3363 - val_loss: 9100.7544 - val_mean_absolute_error: 63.5754
Epoch 2590/5000
148/148 [==============================] - 0s 27us/step - loss: 4572.6738 - mean_absolute_error: 48.3323 - val_loss: 9099.9328 - val_mean_absolute_error: 63.5722
Epoch 2591/5000
148/148 [==============================] - 0s 27us/step - loss: 4571.8828 - mean_absolute_error: 48.3282 - val_loss: 9099.1743 - val_mean_absolute_error: 63.5692
Epoch 2592/5000
148/148 [==============================] - 0s 27us/step - loss: 4571.0859 - mean_absolute_error: 48.3240 - val_loss: 9098.5089 - val_mean_absolute_error: 63.5664
Epoch 2593/5000
148/148 [==============================] - 0s 27us/step - loss: 4570.2856 - mean_absolute_error: 48.3197 - val_loss: 9097.8772 - val_mean_absolute_error: 63.5635
Epoch 2594/5000
148/148 [==============================] - 0s 20us/step - loss: 4569.4956 - mean_absolute_error: 48.3152 - val_loss: 9097.1782 - val_mean_absolute_error: 63.5603
Epoch 2595/5000
148/148 [==============================] - 0s 27us/step - loss: 4568.7085 - mean_absolute_error: 48.3108 - val_loss: 9096.3994 - val_mean_absolute_error: 63.5572
Epoch 2596/5000
148/148 [==============================] - 0s 34us/step - loss: 4567.9077 - mean_absolute_error: 48.3069 - val_loss: 9095.5419 - val_mean_absolute_error: 63.5539
Epoch 2597/5000
148/148 [==============================] - 0s 27us/step - loss: 4567.1392 - mean_absolute_error: 48.3032 - val_loss: 9094.7308 - val_mean_absolute_error: 63.5508
Epoch 2598/5000
148/148 [==============================] - 0s 27us/step - loss: 4566.3574 - mean_absolute_error: 48.2992 - val_loss: 9093.9863 - val_mean_absolute_error: 63.5477
Epoch 2599/5000
148/148 [==============================] - 0s 27us/step - loss: 4565.5679 - mean_absolute_error: 48.2946 - val_loss: 9093.3137 - val_mean_absolute_error: 63.5447
Epoch 2600/5000
148/148 [==============================] - 0s 20us/step - loss: 4564.7861 - mean_absolute_error: 48.2900 - val_loss: 9092.6207 - val_mean_absolute_error: 63.5416
Epoch 2601/5000
148/148 [==============================] - 0s 27us/step - loss: 4564.0044 - mean_absolute_error: 48.2856 - val_loss: 9091.8527 - val_mean_absolute_error: 63.5385
Epoch 2602/5000
148/148 [==============================] - 0s 27us/step - loss: 4563.2173 - mean_absolute_error: 48.2815 - val_loss: 9091.0329 - val_mean_absolute_error: 63.5354
Epoch 2603/5000
148/148 [==============================] - 0s 20us/step - loss: 4562.4424 - mean_absolute_error: 48.2778 - val_loss: 9090.1701 - val_mean_absolute_error: 63.5322
Epoch 2604/5000
148/148 [==============================] - 0s 20us/step - loss: 4561.6587 - mean_absolute_error: 48.2742 - val_loss: 9089.3963 - val_mean_absolute_error: 63.5290
Epoch 2605/5000
148/148 [==============================] - 0s 27us/step - loss: 4560.8779 - mean_absolute_error: 48.2702 - val_loss: 9088.6944 - val_mean_absolute_error: 63.5259
Epoch 2606/5000
148/148 [==============================] - 0s 27us/step - loss: 4560.0762 - mean_absolute_error: 48.2657 - val_loss: 9088.0115 - val_mean_absolute_error: 63.5229
Epoch 2607/5000
148/148 [==============================] - 0s 20us/step - loss: 4559.2930 - mean_absolute_error: 48.2609 - val_loss: 9087.2330 - val_mean_absolute_error: 63.5199
Epoch 2608/5000
148/148 [==============================] - 0s 34us/step - loss: 4558.5122 - mean_absolute_error: 48.2566 - val_loss: 9086.3780 - val_mean_absolute_error: 63.5167
Epoch 2609/5000
148/148 [==============================] - 0s 27us/step - loss: 4557.7290 - mean_absolute_error: 48.2524 - val_loss: 9085.5054 - val_mean_absolute_error: 63.5137
Epoch 2610/5000
148/148 [==============================] - 0s 27us/step - loss: 4556.9507 - mean_absolute_error: 48.2485 - val_loss: 9084.7459 - val_mean_absolute_error: 63.5108
Epoch 2611/5000
148/148 [==============================] - 0s 20us/step - loss: 4556.1675 - mean_absolute_error: 48.2445 - val_loss: 9084.0429 - val_mean_absolute_error: 63.5080
Epoch 2612/5000
148/148 [==============================] - 0s 27us/step - loss: 4555.3828 - mean_absolute_error: 48.2403 - val_loss: 9083.3769 - val_mean_absolute_error: 63.5052
Epoch 2613/5000
148/148 [==============================] - 0s 20us/step - loss: 4554.6221 - mean_absolute_error: 48.2360 - val_loss: 9082.6336 - val_mean_absolute_error: 63.5021
Epoch 2614/5000
148/148 [==============================] - 0s 27us/step - loss: 4553.8389 - mean_absolute_error: 48.2319 - val_loss: 9081.8755 - val_mean_absolute_error: 63.4991
Epoch 2615/5000
148/148 [==============================] - 0s 34us/step - loss: 4553.0391 - mean_absolute_error: 48.2280 - val_loss: 9081.1885 - val_mean_absolute_error: 63.4961
Epoch 2616/5000
148/148 [==============================] - 0s 27us/step - loss: 4552.2466 - mean_absolute_error: 48.2239 - val_loss: 9080.5034 - val_mean_absolute_error: 63.4933
Epoch 2617/5000
148/148 [==============================] - 0s 27us/step - loss: 4551.4814 - mean_absolute_error: 48.2199 - val_loss: 9079.8176 - val_mean_absolute_error: 63.4904
Epoch 2618/5000
148/148 [==============================] - 0s 27us/step - loss: 4550.7080 - mean_absolute_error: 48.2156 - val_loss: 9079.0383 - val_mean_absolute_error: 63.4873
Epoch 2619/5000
148/148 [==============================] - 0s 34us/step - loss: 4549.9321 - mean_absolute_error: 48.2115 - val_loss: 9078.2378 - val_mean_absolute_error: 63.4844
Epoch 2620/5000
148/148 [==============================] - 0s 34us/step - loss: 4549.1548 - mean_absolute_error: 48.2077 - val_loss: 9077.4199 - val_mean_absolute_error: 63.4812
Epoch 2621/5000
148/148 [==============================] - 0s 20us/step - loss: 4548.3696 - mean_absolute_error: 48.2036 - val_loss: 9076.6095 - val_mean_absolute_error: 63.4780
Epoch 2622/5000
148/148 [==============================] - 0s 27us/step - loss: 4547.5801 - mean_absolute_error: 48.1995 - val_loss: 9075.8861 - val_mean_absolute_error: 63.4749
Epoch 2623/5000
148/148 [==============================] - 0s 27us/step - loss: 4546.7896 - mean_absolute_error: 48.1950 - val_loss: 9075.2093 - val_mean_absolute_error: 63.4720
Epoch 2624/5000
148/148 [==============================] - 0s 20us/step - loss: 4546.0220 - mean_absolute_error: 48.1907 - val_loss: 9074.4424 - val_mean_absolute_error: 63.4691
Epoch 2625/5000
148/148 [==============================] - 0s 27us/step - loss: 4545.2598 - mean_absolute_error: 48.1866 - val_loss: 9073.6090 - val_mean_absolute_error: 63.4659
Epoch 2626/5000
148/148 [==============================] - 0s 27us/step - loss: 4544.4717 - mean_absolute_error: 48.1826 - val_loss: 9072.8307 - val_mean_absolute_error: 63.4628
Epoch 2627/5000
148/148 [==============================] - 0s 34us/step - loss: 4543.6846 - mean_absolute_error: 48.1785 - val_loss: 9072.0928 - val_mean_absolute_error: 63.4597
Epoch 2628/5000
148/148 [==============================] - 0s 27us/step - loss: 4542.9175 - mean_absolute_error: 48.1743 - val_loss: 9071.3985 - val_mean_absolute_error: 63.4568
Epoch 2629/5000
148/148 [==============================] - 0s 27us/step - loss: 4542.1367 - mean_absolute_error: 48.1700 - val_loss: 9070.6419 - val_mean_absolute_error: 63.4540
Epoch 2630/5000
148/148 [==============================] - 0s 27us/step - loss: 4541.3569 - mean_absolute_error: 48.1661 - val_loss: 9069.8321 - val_mean_absolute_error: 63.4511
Epoch 2631/5000
148/148 [==============================] - 0s 20us/step - loss: 4540.5898 - mean_absolute_error: 48.1624 - val_loss: 9069.0914 - val_mean_absolute_error: 63.4481
Epoch 2632/5000
148/148 [==============================] - 0s 27us/step - loss: 4539.8110 - mean_absolute_error: 48.1580 - val_loss: 9068.3062 - val_mean_absolute_error: 63.4449
Epoch 2633/5000
148/148 [==============================] - 0s 27us/step - loss: 4539.0483 - mean_absolute_error: 48.1536 - val_loss: 9067.4523 - val_mean_absolute_error: 63.4417
Epoch 2634/5000
148/148 [==============================] - 0s 27us/step - loss: 4538.2852 - mean_absolute_error: 48.1496 - val_loss: 9066.6753 - val_mean_absolute_error: 63.4386
Epoch 2635/5000
148/148 [==============================] - 0s 20us/step - loss: 4537.5171 - mean_absolute_error: 48.1455 - val_loss: 9066.0118 - val_mean_absolute_error: 63.4358
Epoch 2636/5000
148/148 [==============================] - 0s 34us/step - loss: 4536.7437 - mean_absolute_error: 48.1411 - val_loss: 9065.2911 - val_mean_absolute_error: 63.4327
Epoch 2637/5000
148/148 [==============================] - 0s 27us/step - loss: 4535.9702 - mean_absolute_error: 48.1370 - val_loss: 9064.5199 - val_mean_absolute_error: 63.4296
Epoch 2638/5000
148/148 [==============================] - 0s 27us/step - loss: 4535.1938 - mean_absolute_error: 48.1329 - val_loss: 9063.8164 - val_mean_absolute_error: 63.4268
Epoch 2639/5000
148/148 [==============================] - 0s 27us/step - loss: 4534.4058 - mean_absolute_error: 48.1287 - val_loss: 9063.1005 - val_mean_absolute_error: 63.4241
Epoch 2640/5000
148/148 [==============================] - 0s 27us/step - loss: 4533.6055 - mean_absolute_error: 48.1246 - val_loss: 9062.4161 - val_mean_absolute_error: 63.4213
Epoch 2641/5000
148/148 [==============================] - 0s 27us/step - loss: 4532.8179 - mean_absolute_error: 48.1200 - val_loss: 9061.6560 - val_mean_absolute_error: 63.4183
Epoch 2642/5000
148/148 [==============================] - 0s 27us/step - loss: 4532.0215 - mean_absolute_error: 48.1157 - val_loss: 9060.8615 - val_mean_absolute_error: 63.4152
Epoch 2643/5000
148/148 [==============================] - 0s 27us/step - loss: 4531.2251 - mean_absolute_error: 48.1115 - val_loss: 9060.0350 - val_mean_absolute_error: 63.4122
Epoch 2644/5000
148/148 [==============================] - 0s 27us/step - loss: 4530.4302 - mean_absolute_error: 48.1076 - val_loss: 9059.2778 - val_mean_absolute_error: 63.4093
Epoch 2645/5000
148/148 [==============================] - 0s 34us/step - loss: 4529.6265 - mean_absolute_error: 48.1036 - val_loss: 9058.5881 - val_mean_absolute_error: 63.4064
Epoch 2646/5000
148/148 [==============================] - 0s 20us/step - loss: 4528.8296 - mean_absolute_error: 48.0990 - val_loss: 9057.9179 - val_mean_absolute_error: 63.4037
Epoch 2647/5000
148/148 [==============================] - 0s 27us/step - loss: 4528.0317 - mean_absolute_error: 48.0945 - val_loss: 9057.1964 - val_mean_absolute_error: 63.4009
Epoch 2648/5000
148/148 [==============================] - 0s 27us/step - loss: 4527.2393 - mean_absolute_error: 48.0902 - val_loss: 9056.4194 - val_mean_absolute_error: 63.3979
Epoch 2649/5000
148/148 [==============================] - 0s 34us/step - loss: 4526.4297 - mean_absolute_error: 48.0860 - val_loss: 9055.6021 - val_mean_absolute_error: 63.3949
Epoch 2650/5000
148/148 [==============================] - 0s 27us/step - loss: 4525.6372 - mean_absolute_error: 48.0820 - val_loss: 9054.8696 - val_mean_absolute_error: 63.3923
Epoch 2651/5000
148/148 [==============================] - 0s 20us/step - loss: 4524.8286 - mean_absolute_error: 48.0776 - val_loss: 9054.2026 - val_mean_absolute_error: 63.3899
Epoch 2652/5000
148/148 [==============================] - 0s 34us/step - loss: 4524.0190 - mean_absolute_error: 48.0730 - val_loss: 9053.4272 - val_mean_absolute_error: 63.3872
Epoch 2653/5000
148/148 [==============================] - 0s 20us/step - loss: 4523.2285 - mean_absolute_error: 48.0688 - val_loss: 9052.6285 - val_mean_absolute_error: 63.3844
Epoch 2654/5000
148/148 [==============================] - 0s 27us/step - loss: 4522.4204 - mean_absolute_error: 48.0645 - val_loss: 9051.8174 - val_mean_absolute_error: 63.3814
Epoch 2655/5000
148/148 [==============================] - 0s 34us/step - loss: 4521.6104 - mean_absolute_error: 48.0602 - val_loss: 9051.0842 - val_mean_absolute_error: 63.3785
Epoch 2656/5000
148/148 [==============================] - 0s 20us/step - loss: 4520.8125 - mean_absolute_error: 48.0558 - val_loss: 9050.3620 - val_mean_absolute_error: 63.3758
Epoch 2657/5000
148/148 [==============================] - 0s 27us/step - loss: 4520.0044 - mean_absolute_error: 48.0516 - val_loss: 9049.6624 - val_mean_absolute_error: 63.3732
Epoch 2658/5000
148/148 [==============================] - 0s 20us/step - loss: 4519.2246 - mean_absolute_error: 48.0475 - val_loss: 9048.9098 - val_mean_absolute_error: 63.3705
Epoch 2659/5000
148/148 [==============================] - 0s 27us/step - loss: 4518.4204 - mean_absolute_error: 48.0434 - val_loss: 9048.1060 - val_mean_absolute_error: 63.3677
Epoch 2660/5000
148/148 [==============================] - 0s 20us/step - loss: 4517.6001 - mean_absolute_error: 48.0394 - val_loss: 9047.3565 - val_mean_absolute_error: 63.3648
Epoch 2661/5000
148/148 [==============================] - 0s 27us/step - loss: 4516.7876 - mean_absolute_error: 48.0352 - val_loss: 9046.6466 - val_mean_absolute_error: 63.3623
Epoch 2662/5000
148/148 [==============================] - 0s 27us/step - loss: 4515.9731 - mean_absolute_error: 48.0309 - val_loss: 9045.9946 - val_mean_absolute_error: 63.3600
Epoch 2663/5000
148/148 [==============================] - 0s 20us/step - loss: 4515.1670 - mean_absolute_error: 48.0266 - val_loss: 9045.2692 - val_mean_absolute_error: 63.3575
Epoch 2664/5000
148/148 [==============================] - 0s 27us/step - loss: 4514.3599 - mean_absolute_error: 48.0224 - val_loss: 9044.5047 - val_mean_absolute_error: 63.3549
Epoch 2665/5000
148/148 [==============================] - 0s 27us/step - loss: 4513.5425 - mean_absolute_error: 48.0183 - val_loss: 9043.7207 - val_mean_absolute_error: 63.3521
Epoch 2666/5000
148/148 [==============================] - 0s 20us/step - loss: 4512.7358 - mean_absolute_error: 48.0141 - val_loss: 9043.0472 - val_mean_absolute_error: 63.3496
Epoch 2667/5000
148/148 [==============================] - 0s 27us/step - loss: 4511.9282 - mean_absolute_error: 48.0095 - val_loss: 9042.3113 - val_mean_absolute_error: 63.3472
Epoch 2668/5000
148/148 [==============================] - 0s 27us/step - loss: 4511.1143 - mean_absolute_error: 48.0052 - val_loss: 9041.5821 - val_mean_absolute_error: 63.3448
Epoch 2669/5000
148/148 [==============================] - 0s 27us/step - loss: 4510.3052 - mean_absolute_error: 48.0010 - val_loss: 9040.8332 - val_mean_absolute_error: 63.3423
Epoch 2670/5000
148/148 [==============================] - 0s 27us/step - loss: 4509.5005 - mean_absolute_error: 47.9968 - val_loss: 9040.0320 - val_mean_absolute_error: 63.3396
Epoch 2671/5000
148/148 [==============================] - 0s 27us/step - loss: 4508.6929 - mean_absolute_error: 47.9926 - val_loss: 9039.2943 - val_mean_absolute_error: 63.3369
Epoch 2672/5000
148/148 [==============================] - 0s 20us/step - loss: 4507.8853 - mean_absolute_error: 47.9883 - val_loss: 9038.6210 - val_mean_absolute_error: 63.3345
Epoch 2673/5000
148/148 [==============================] - 0s 20us/step - loss: 4507.0762 - mean_absolute_error: 47.9839 - val_loss: 9037.9752 - val_mean_absolute_error: 63.3322
Epoch 2674/5000
148/148 [==============================] - 0s 27us/step - loss: 4506.2681 - mean_absolute_error: 47.9796 - val_loss: 9037.2409 - val_mean_absolute_error: 63.3298
Epoch 2675/5000
148/148 [==============================] - 0s 20us/step - loss: 4505.4629 - mean_absolute_error: 47.9754 - val_loss: 9036.4410 - val_mean_absolute_error: 63.3271
Epoch 2676/5000
148/148 [==============================] - 0s 20us/step - loss: 4504.6548 - mean_absolute_error: 47.9715 - val_loss: 9035.6733 - val_mean_absolute_error: 63.3243
Epoch 2677/5000
148/148 [==============================] - 0s 20us/step - loss: 4503.8384 - mean_absolute_error: 47.9670 - val_loss: 9034.9210 - val_mean_absolute_error: 63.3217
Epoch 2678/5000
148/148 [==============================] - 0s 27us/step - loss: 4503.0371 - mean_absolute_error: 47.9626 - val_loss: 9034.1796 - val_mean_absolute_error: 63.3192
Epoch 2679/5000
148/148 [==============================] - 0s 34us/step - loss: 4502.2378 - mean_absolute_error: 47.9583 - val_loss: 9033.4384 - val_mean_absolute_error: 63.3167
Epoch 2680/5000
148/148 [==============================] - 0s 34us/step - loss: 4501.4258 - mean_absolute_error: 47.9540 - val_loss: 9032.7057 - val_mean_absolute_error: 63.3142
Epoch 2681/5000
148/148 [==============================] - 0s 27us/step - loss: 4500.6284 - mean_absolute_error: 47.9498 - val_loss: 9031.9996 - val_mean_absolute_error: 63.3117
Epoch 2682/5000
148/148 [==============================] - 0s 34us/step - loss: 4499.8169 - mean_absolute_error: 47.9454 - val_loss: 9031.3548 - val_mean_absolute_error: 63.3095
Epoch 2683/5000
148/148 [==============================] - 0s 34us/step - loss: 4498.9961 - mean_absolute_error: 47.9410 - val_loss: 9030.6574 - val_mean_absolute_error: 63.3072
Epoch 2684/5000
148/148 [==============================] - 0s 27us/step - loss: 4498.1943 - mean_absolute_error: 47.9368 - val_loss: 9029.8848 - val_mean_absolute_error: 63.3046
Epoch 2685/5000
148/148 [==============================] - 0s 34us/step - loss: 4497.3955 - mean_absolute_error: 47.9328 - val_loss: 9029.1574 - val_mean_absolute_error: 63.3020
Epoch 2686/5000
148/148 [==============================] - 0s 41us/step - loss: 4496.5972 - mean_absolute_error: 47.9286 - val_loss: 9028.4468 - val_mean_absolute_error: 63.2995
Epoch 2687/5000
148/148 [==============================] - 0s 27us/step - loss: 4495.7832 - mean_absolute_error: 47.9241 - val_loss: 9027.7372 - val_mean_absolute_error: 63.2970
Epoch 2688/5000
148/148 [==============================] - 0s 27us/step - loss: 4494.9893 - mean_absolute_error: 47.9197 - val_loss: 9026.9765 - val_mean_absolute_error: 63.2944
Epoch 2689/5000
148/148 [==============================] - 0s 27us/step - loss: 4494.1919 - mean_absolute_error: 47.9153 - val_loss: 9026.1840 - val_mean_absolute_error: 63.2916
Epoch 2690/5000
148/148 [==============================] - 0s 27us/step - loss: 4493.3784 - mean_absolute_error: 47.9112 - val_loss: 9025.4046 - val_mean_absolute_error: 63.2889
Epoch 2691/5000
148/148 [==============================] - 0s 27us/step - loss: 4492.5688 - mean_absolute_error: 47.9071 - val_loss: 9024.7121 - val_mean_absolute_error: 63.2863
Epoch 2692/5000
148/148 [==============================] - 0s 34us/step - loss: 4491.7939 - mean_absolute_error: 47.9028 - val_loss: 9024.0420 - val_mean_absolute_error: 63.2838
Epoch 2693/5000
148/148 [==============================] - 0s 27us/step - loss: 4490.9951 - mean_absolute_error: 47.8984 - val_loss: 9023.3339 - val_mean_absolute_error: 63.2814
Epoch 2694/5000
148/148 [==============================] - 0s 27us/step - loss: 4490.1616 - mean_absolute_error: 47.8942 - val_loss: 9022.6593 - val_mean_absolute_error: 63.2791
Epoch 2695/5000
148/148 [==============================] - 0s 27us/step - loss: 4489.3770 - mean_absolute_error: 47.8900 - val_loss: 9021.9332 - val_mean_absolute_error: 63.2766
Epoch 2696/5000
148/148 [==============================] - 0s 20us/step - loss: 4488.5840 - mean_absolute_error: 47.8859 - val_loss: 9021.1617 - val_mean_absolute_error: 63.2741
Epoch 2697/5000
148/148 [==============================] - 0s 27us/step - loss: 4487.7808 - mean_absolute_error: 47.8818 - val_loss: 9020.4382 - val_mean_absolute_error: 63.2715
Epoch 2698/5000
148/148 [==============================] - 0s 27us/step - loss: 4486.9824 - mean_absolute_error: 47.8774 - val_loss: 9019.7541 - val_mean_absolute_error: 63.2691
Epoch 2699/5000
148/148 [==============================] - 0s 20us/step - loss: 4486.1704 - mean_absolute_error: 47.8727 - val_loss: 9019.1100 - val_mean_absolute_error: 63.2669
Epoch 2700/5000
148/148 [==============================] - 0s 27us/step - loss: 4485.3618 - mean_absolute_error: 47.8681 - val_loss: 9018.4577 - val_mean_absolute_error: 63.2647
Epoch 2701/5000
148/148 [==============================] - 0s 20us/step - loss: 4484.5664 - mean_absolute_error: 47.8637 - val_loss: 9017.7838 - val_mean_absolute_error: 63.2623
Epoch 2702/5000
148/148 [==============================] - 0s 20us/step - loss: 4483.7686 - mean_absolute_error: 47.8594 - val_loss: 9017.0713 - val_mean_absolute_error: 63.2598
Epoch 2703/5000
148/148 [==============================] - 0s 27us/step - loss: 4482.9585 - mean_absolute_error: 47.8552 - val_loss: 9016.2857 - val_mean_absolute_error: 63.2572
Epoch 2704/5000
148/148 [==============================] - 0s 20us/step - loss: 4482.1641 - mean_absolute_error: 47.8512 - val_loss: 9015.5167 - val_mean_absolute_error: 63.2546
Epoch 2705/5000
148/148 [==============================] - 0s 20us/step - loss: 4481.3799 - mean_absolute_error: 47.8472 - val_loss: 9014.7923 - val_mean_absolute_error: 63.2520
Epoch 2706/5000
148/148 [==============================] - 0s 34us/step - loss: 4480.5757 - mean_absolute_error: 47.8429 - val_loss: 9014.1138 - val_mean_absolute_error: 63.2495
Epoch 2707/5000
148/148 [==============================] - 0s 27us/step - loss: 4479.7764 - mean_absolute_error: 47.8385 - val_loss: 9013.4605 - val_mean_absolute_error: 63.2470
Epoch 2708/5000
148/148 [==============================] - 0s 20us/step - loss: 4478.9746 - mean_absolute_error: 47.8341 - val_loss: 9012.8597 - val_mean_absolute_error: 63.2447
Epoch 2709/5000
148/148 [==============================] - 0s 34us/step - loss: 4478.1763 - mean_absolute_error: 47.8296 - val_loss: 9012.1712 - val_mean_absolute_error: 63.2423
Epoch 2710/5000
148/148 [==============================] - 0s 27us/step - loss: 4477.3716 - mean_absolute_error: 47.8253 - val_loss: 9011.4440 - val_mean_absolute_error: 63.2397
Epoch 2711/5000
148/148 [==============================] - 0s 27us/step - loss: 4476.5684 - mean_absolute_error: 47.8212 - val_loss: 9010.6942 - val_mean_absolute_error: 63.2370
Epoch 2712/5000
148/148 [==============================] - 0s 20us/step - loss: 4475.7920 - mean_absolute_error: 47.8170 - val_loss: 9009.9021 - val_mean_absolute_error: 63.2340
Epoch 2713/5000
148/148 [==============================] - 0s 27us/step - loss: 4474.9971 - mean_absolute_error: 47.8127 - val_loss: 9009.0717 - val_mean_absolute_error: 63.2311
Epoch 2714/5000
148/148 [==============================] - 0s 27us/step - loss: 4474.2002 - mean_absolute_error: 47.8088 - val_loss: 9008.2817 - val_mean_absolute_error: 63.2283
Epoch 2715/5000
148/148 [==============================] - 0s 27us/step - loss: 4473.3784 - mean_absolute_error: 47.8044 - val_loss: 9007.5666 - val_mean_absolute_error: 63.2255
Epoch 2716/5000
148/148 [==============================] - 0s 27us/step - loss: 4472.5879 - mean_absolute_error: 47.7998 - val_loss: 9006.9263 - val_mean_absolute_error: 63.2229
Epoch 2717/5000
148/148 [==============================] - 0s 27us/step - loss: 4471.8096 - mean_absolute_error: 47.7950 - val_loss: 9006.2437 - val_mean_absolute_error: 63.2202
Epoch 2718/5000
148/148 [==============================] - 0s 27us/step - loss: 4471.0205 - mean_absolute_error: 47.7905 - val_loss: 9005.5287 - val_mean_absolute_error: 63.2174
Epoch 2719/5000
148/148 [==============================] - 0s 27us/step - loss: 4470.2251 - mean_absolute_error: 47.7862 - val_loss: 9004.7544 - val_mean_absolute_error: 63.2147
Epoch 2720/5000
148/148 [==============================] - 0s 27us/step - loss: 4469.4082 - mean_absolute_error: 47.7822 - val_loss: 9004.0223 - val_mean_absolute_error: 63.2122
Epoch 2721/5000
148/148 [==============================] - 0s 27us/step - loss: 4468.6108 - mean_absolute_error: 47.7782 - val_loss: 9003.2992 - val_mean_absolute_error: 63.2096
Epoch 2722/5000
148/148 [==============================] - 0s 27us/step - loss: 4467.8101 - mean_absolute_error: 47.7742 - val_loss: 9002.6169 - val_mean_absolute_error: 63.2071
Epoch 2723/5000
148/148 [==============================] - 0s 20us/step - loss: 4466.9941 - mean_absolute_error: 47.7699 - val_loss: 9001.9609 - val_mean_absolute_error: 63.2045
Epoch 2724/5000
148/148 [==============================] - 0s 27us/step - loss: 4466.1826 - mean_absolute_error: 47.7652 - val_loss: 9001.2532 - val_mean_absolute_error: 63.2018
Epoch 2725/5000
148/148 [==============================] - 0s 27us/step - loss: 4465.4146 - mean_absolute_error: 47.7608 - val_loss: 9000.4848 - val_mean_absolute_error: 63.1991
Epoch 2726/5000
148/148 [==============================] - 0s 27us/step - loss: 4464.6235 - mean_absolute_error: 47.7565 - val_loss: 8999.6741 - val_mean_absolute_error: 63.1964
Epoch 2727/5000
148/148 [==============================] - 0s 20us/step - loss: 4463.7993 - mean_absolute_error: 47.7525 - val_loss: 8998.9411 - val_mean_absolute_error: 63.1938
Epoch 2728/5000
148/148 [==============================] - 0s 27us/step - loss: 4462.9766 - mean_absolute_error: 47.7484 - val_loss: 8998.1562 - val_mean_absolute_error: 63.1909
Epoch 2729/5000
148/148 [==============================] - 0s 34us/step - loss: 4462.1855 - mean_absolute_error: 47.7441 - val_loss: 8997.4296 - val_mean_absolute_error: 63.1881
Epoch 2730/5000
148/148 [==============================] - 0s 20us/step - loss: 4461.3984 - mean_absolute_error: 47.7397 - val_loss: 8996.6496 - val_mean_absolute_error: 63.1852
Epoch 2731/5000
148/148 [==============================] - 0s 27us/step - loss: 4460.6011 - mean_absolute_error: 47.7354 - val_loss: 8995.9502 - val_mean_absolute_error: 63.1824
Epoch 2732/5000
148/148 [==============================] - 0s 27us/step - loss: 4459.8052 - mean_absolute_error: 47.7309 - val_loss: 8995.1987 - val_mean_absolute_error: 63.1798
Epoch 2733/5000
148/148 [==============================] - 0s 27us/step - loss: 4459.0049 - mean_absolute_error: 47.7267 - val_loss: 8994.5266 - val_mean_absolute_error: 63.1774
Epoch 2734/5000
148/148 [==============================] - 0s 27us/step - loss: 4458.2046 - mean_absolute_error: 47.7224 - val_loss: 8993.7984 - val_mean_absolute_error: 63.1750
Epoch 2735/5000
148/148 [==============================] - 0s 27us/step - loss: 4457.4121 - mean_absolute_error: 47.7183 - val_loss: 8993.1408 - val_mean_absolute_error: 63.1725
Epoch 2736/5000
148/148 [==============================] - 0s 27us/step - loss: 4456.5967 - mean_absolute_error: 47.7138 - val_loss: 8992.4604 - val_mean_absolute_error: 63.1699
Epoch 2737/5000
148/148 [==============================] - 0s 27us/step - loss: 4455.8110 - mean_absolute_error: 47.7093 - val_loss: 8991.6752 - val_mean_absolute_error: 63.1671
Epoch 2738/5000
148/148 [==============================] - 0s 27us/step - loss: 4455.0254 - mean_absolute_error: 47.7051 - val_loss: 8990.8835 - val_mean_absolute_error: 63.1644
Epoch 2739/5000
148/148 [==============================] - 0s 41us/step - loss: 4454.2104 - mean_absolute_error: 47.7007 - val_loss: 8990.1082 - val_mean_absolute_error: 63.1617
Epoch 2740/5000
148/148 [==============================] - 0s 27us/step - loss: 4453.3984 - mean_absolute_error: 47.6964 - val_loss: 8989.3745 - val_mean_absolute_error: 63.1590
Epoch 2741/5000
148/148 [==============================] - 0s 20us/step - loss: 4452.6113 - mean_absolute_error: 47.6920 - val_loss: 8988.6042 - val_mean_absolute_error: 63.1561
Epoch 2742/5000
148/148 [==============================] - 0s 27us/step - loss: 4451.8115 - mean_absolute_error: 47.6878 - val_loss: 8987.8291 - val_mean_absolute_error: 63.1532
Epoch 2743/5000
148/148 [==============================] - 0s 27us/step - loss: 4451.0132 - mean_absolute_error: 47.6836 - val_loss: 8987.1485 - val_mean_absolute_error: 63.1505
Epoch 2744/5000
148/148 [==============================] - 0s 27us/step - loss: 4450.2002 - mean_absolute_error: 47.6793 - val_loss: 8986.5498 - val_mean_absolute_error: 63.1479
Epoch 2745/5000
148/148 [==============================] - 0s 27us/step - loss: 4449.4209 - mean_absolute_error: 47.6748 - val_loss: 8985.8507 - val_mean_absolute_error: 63.1453
Epoch 2746/5000
148/148 [==============================] - 0s 27us/step - loss: 4448.6328 - mean_absolute_error: 47.6705 - val_loss: 8985.0518 - val_mean_absolute_error: 63.1424
Epoch 2747/5000
148/148 [==============================] - 0s 34us/step - loss: 4447.8223 - mean_absolute_error: 47.6665 - val_loss: 8984.2229 - val_mean_absolute_error: 63.1396
Epoch 2748/5000
148/148 [==============================] - 0s 27us/step - loss: 4447.0464 - mean_absolute_error: 47.6627 - val_loss: 8983.4717 - val_mean_absolute_error: 63.1369
Epoch 2749/5000
148/148 [==============================] - 0s 27us/step - loss: 4446.2397 - mean_absolute_error: 47.6581 - val_loss: 8982.7629 - val_mean_absolute_error: 63.1340
Epoch 2750/5000
148/148 [==============================] - 0s 27us/step - loss: 4445.4302 - mean_absolute_error: 47.6534 - val_loss: 8981.9758 - val_mean_absolute_error: 63.1311
Epoch 2751/5000
148/148 [==============================] - 0s 27us/step - loss: 4444.6367 - mean_absolute_error: 47.6490 - val_loss: 8981.2246 - val_mean_absolute_error: 63.1284
Epoch 2752/5000
148/148 [==============================] - 0s 27us/step - loss: 4443.8350 - mean_absolute_error: 47.6445 - val_loss: 8980.4050 - val_mean_absolute_error: 63.1258
Epoch 2753/5000
148/148 [==============================] - 0s 20us/step - loss: 4443.0425 - mean_absolute_error: 47.6404 - val_loss: 8979.6931 - val_mean_absolute_error: 63.1233
Epoch 2754/5000
148/148 [==============================] - 0s 27us/step - loss: 4442.2593 - mean_absolute_error: 47.6361 - val_loss: 8978.9370 - val_mean_absolute_error: 63.1207
Epoch 2755/5000
148/148 [==============================] - 0s 34us/step - loss: 4441.4609 - mean_absolute_error: 47.6319 - val_loss: 8978.2128 - val_mean_absolute_error: 63.1180
Epoch 2756/5000
148/148 [==============================] - 0s 27us/step - loss: 4440.6611 - mean_absolute_error: 47.6273 - val_loss: 8977.4942 - val_mean_absolute_error: 63.1154
Epoch 2757/5000
148/148 [==============================] - 0s 27us/step - loss: 4439.8809 - mean_absolute_error: 47.6228 - val_loss: 8976.8529 - val_mean_absolute_error: 63.1128
Epoch 2758/5000
148/148 [==============================] - 0s 27us/step - loss: 4439.0967 - mean_absolute_error: 47.6183 - val_loss: 8976.1582 - val_mean_absolute_error: 63.1102
Epoch 2759/5000
148/148 [==============================] - 0s 27us/step - loss: 4438.2871 - mean_absolute_error: 47.6140 - val_loss: 8975.3686 - val_mean_absolute_error: 63.1075
Epoch 2760/5000
148/148 [==============================] - 0s 20us/step - loss: 4437.5186 - mean_absolute_error: 47.6103 - val_loss: 8974.6025 - val_mean_absolute_error: 63.1048
Epoch 2761/5000
148/148 [==============================] - 0s 34us/step - loss: 4436.7446 - mean_absolute_error: 47.6060 - val_loss: 8973.8799 - val_mean_absolute_error: 63.1019
Epoch 2762/5000
148/148 [==============================] - 0s 27us/step - loss: 4435.9619 - mean_absolute_error: 47.6014 - val_loss: 8973.1235 - val_mean_absolute_error: 63.0991
Epoch 2763/5000
148/148 [==============================] - 0s 27us/step - loss: 4435.1890 - mean_absolute_error: 47.5969 - val_loss: 8972.3298 - val_mean_absolute_error: 63.0964
Epoch 2764/5000
148/148 [==============================] - 0s 20us/step - loss: 4434.3984 - mean_absolute_error: 47.5924 - val_loss: 8971.4996 - val_mean_absolute_error: 63.0936
Epoch 2765/5000
148/148 [==============================] - 0s 27us/step - loss: 4433.6113 - mean_absolute_error: 47.5881 - val_loss: 8970.7491 - val_mean_absolute_error: 63.0910
Epoch 2766/5000
148/148 [==============================] - 0s 27us/step - loss: 4432.8296 - mean_absolute_error: 47.5837 - val_loss: 8970.0735 - val_mean_absolute_error: 63.0884
Epoch 2767/5000
148/148 [==============================] - 0s 27us/step - loss: 4432.0503 - mean_absolute_error: 47.5792 - val_loss: 8969.3841 - val_mean_absolute_error: 63.0858
Epoch 2768/5000
148/148 [==============================] - 0s 27us/step - loss: 4431.2656 - mean_absolute_error: 47.5749 - val_loss: 8968.7173 - val_mean_absolute_error: 63.0832
Epoch 2769/5000
148/148 [==============================] - 0s 27us/step - loss: 4430.4868 - mean_absolute_error: 47.5705 - val_loss: 8968.0265 - val_mean_absolute_error: 63.0805
Epoch 2770/5000
148/148 [==============================] - 0s 27us/step - loss: 4429.7095 - mean_absolute_error: 47.5661 - val_loss: 8967.3184 - val_mean_absolute_error: 63.0776
Epoch 2771/5000
148/148 [==============================] - 0s 20us/step - loss: 4428.9424 - mean_absolute_error: 47.5618 - val_loss: 8966.4914 - val_mean_absolute_error: 63.0747
Epoch 2772/5000
148/148 [==============================] - 0s 27us/step - loss: 4428.1548 - mean_absolute_error: 47.5577 - val_loss: 8965.7045 - val_mean_absolute_error: 63.0718
Epoch 2773/5000
148/148 [==============================] - 0s 34us/step - loss: 4427.3906 - mean_absolute_error: 47.5537 - val_loss: 8964.9277 - val_mean_absolute_error: 63.0690
Epoch 2774/5000
148/148 [==============================] - 0s 27us/step - loss: 4426.6143 - mean_absolute_error: 47.5494 - val_loss: 8964.2110 - val_mean_absolute_error: 63.0662
Epoch 2775/5000
148/148 [==============================] - 0s 27us/step - loss: 4425.8574 - mean_absolute_error: 47.5449 - val_loss: 8963.4749 - val_mean_absolute_error: 63.0634
Epoch 2776/5000
148/148 [==============================] - 0s 27us/step - loss: 4425.0864 - mean_absolute_error: 47.5407 - val_loss: 8962.7139 - val_mean_absolute_error: 63.0607
Epoch 2777/5000
148/148 [==============================] - 0s 27us/step - loss: 4424.3032 - mean_absolute_error: 47.5365 - val_loss: 8961.9617 - val_mean_absolute_error: 63.0579
Epoch 2778/5000
148/148 [==============================] - 0s 20us/step - loss: 4423.5234 - mean_absolute_error: 47.5322 - val_loss: 8961.2921 - val_mean_absolute_error: 63.0551
Epoch 2779/5000
148/148 [==============================] - 0s 27us/step - loss: 4422.7578 - mean_absolute_error: 47.5277 - val_loss: 8960.5324 - val_mean_absolute_error: 63.0522
Epoch 2780/5000
148/148 [==============================] - 0s 27us/step - loss: 4421.9995 - mean_absolute_error: 47.5233 - val_loss: 8959.7386 - val_mean_absolute_error: 63.0492
Epoch 2781/5000
148/148 [==============================] - 0s 27us/step - loss: 4421.2153 - mean_absolute_error: 47.5188 - val_loss: 8958.8568 - val_mean_absolute_error: 63.0461
Epoch 2782/5000
148/148 [==============================] - 0s 34us/step - loss: 4420.4580 - mean_absolute_error: 47.5147 - val_loss: 8958.0403 - val_mean_absolute_error: 63.0431
Epoch 2783/5000
148/148 [==============================] - 0s 20us/step - loss: 4419.6987 - mean_absolute_error: 47.5105 - val_loss: 8957.3112 - val_mean_absolute_error: 63.0402
Epoch 2784/5000
148/148 [==============================] - 0s 27us/step - loss: 4418.9453 - mean_absolute_error: 47.5059 - val_loss: 8956.5611 - val_mean_absolute_error: 63.0372
Epoch 2785/5000
148/148 [==============================] - 0s 34us/step - loss: 4418.1733 - mean_absolute_error: 47.5015 - val_loss: 8955.8053 - val_mean_absolute_error: 63.0343
Epoch 2786/5000
148/148 [==============================] - 0s 20us/step - loss: 4417.3994 - mean_absolute_error: 47.4974 - val_loss: 8955.1314 - val_mean_absolute_error: 63.0319
Epoch 2787/5000
148/148 [==============================] - 0s 20us/step - loss: 4416.6226 - mean_absolute_error: 47.4931 - val_loss: 8954.5154 - val_mean_absolute_error: 63.0296
Epoch 2788/5000
148/148 [==============================] - 0s 20us/step - loss: 4415.8413 - mean_absolute_error: 47.4887 - val_loss: 8953.8111 - val_mean_absolute_error: 63.0272
Epoch 2789/5000
148/148 [==============================] - 0s 27us/step - loss: 4415.0986 - mean_absolute_error: 47.4846 - val_loss: 8953.0145 - val_mean_absolute_error: 63.0244
Epoch 2790/5000
148/148 [==============================] - 0s 27us/step - loss: 4414.3311 - mean_absolute_error: 47.4804 - val_loss: 8952.2664 - val_mean_absolute_error: 63.0217
Epoch 2791/5000
148/148 [==============================] - 0s 20us/step - loss: 4413.5527 - mean_absolute_error: 47.4757 - val_loss: 8951.4753 - val_mean_absolute_error: 63.0188
Epoch 2792/5000
148/148 [==============================] - 0s 41us/step - loss: 4412.7842 - mean_absolute_error: 47.4712 - val_loss: 8950.7135 - val_mean_absolute_error: 63.0160
Epoch 2793/5000
148/148 [==============================] - 0s 20us/step - loss: 4412.0229 - mean_absolute_error: 47.4668 - val_loss: 8949.9277 - val_mean_absolute_error: 63.0133
Epoch 2794/5000
148/148 [==============================] - 0s 27us/step - loss: 4411.2524 - mean_absolute_error: 47.4626 - val_loss: 8949.2451 - val_mean_absolute_error: 63.0107
Epoch 2795/5000
148/148 [==============================] - 0s 27us/step - loss: 4410.4971 - mean_absolute_error: 47.4582 - val_loss: 8948.5046 - val_mean_absolute_error: 63.0079
Epoch 2796/5000
148/148 [==============================] - 0s 27us/step - loss: 4409.7256 - mean_absolute_error: 47.4538 - val_loss: 8947.6492 - val_mean_absolute_error: 63.0049
Epoch 2797/5000
148/148 [==============================] - 0s 27us/step - loss: 4408.9609 - mean_absolute_error: 47.4498 - val_loss: 8946.8136 - val_mean_absolute_error: 63.0020
Epoch 2798/5000
148/148 [==============================] - 0s 27us/step - loss: 4408.2041 - mean_absolute_error: 47.4457 - val_loss: 8946.0232 - val_mean_absolute_error: 62.9991
Epoch 2799/5000
148/148 [==============================] - 0s 27us/step - loss: 4407.4453 - mean_absolute_error: 47.4414 - val_loss: 8945.3523 - val_mean_absolute_error: 62.9965
Epoch 2800/5000
148/148 [==============================] - 0s 27us/step - loss: 4406.6748 - mean_absolute_error: 47.4369 - val_loss: 8944.7892 - val_mean_absolute_error: 62.9942
Epoch 2801/5000
148/148 [==============================] - 0s 27us/step - loss: 4405.9233 - mean_absolute_error: 47.4322 - val_loss: 8944.1373 - val_mean_absolute_error: 62.9918
Epoch 2802/5000
148/148 [==============================] - 0s 27us/step - loss: 4405.1802 - mean_absolute_error: 47.4278 - val_loss: 8943.3620 - val_mean_absolute_error: 62.9891
Epoch 2803/5000
148/148 [==============================] - 0s 27us/step - loss: 4404.4097 - mean_absolute_error: 47.4236 - val_loss: 8942.5505 - val_mean_absolute_error: 62.9863
Epoch 2804/5000
148/148 [==============================] - 0s 34us/step - loss: 4403.6421 - mean_absolute_error: 47.4194 - val_loss: 8941.7430 - val_mean_absolute_error: 62.9835
Epoch 2805/5000
148/148 [==============================] - 0s 20us/step - loss: 4402.9033 - mean_absolute_error: 47.4153 - val_loss: 8941.0105 - val_mean_absolute_error: 62.9809
Epoch 2806/5000
148/148 [==============================] - 0s 27us/step - loss: 4402.1484 - mean_absolute_error: 47.4109 - val_loss: 8940.3099 - val_mean_absolute_error: 62.9785
Epoch 2807/5000
148/148 [==============================] - 0s 20us/step - loss: 4401.3672 - mean_absolute_error: 47.4062 - val_loss: 8939.5843 - val_mean_absolute_error: 62.9760
Epoch 2808/5000
148/148 [==============================] - 0s 27us/step - loss: 4400.6094 - mean_absolute_error: 47.4019 - val_loss: 8938.7752 - val_mean_absolute_error: 62.9732
Epoch 2809/5000
148/148 [==============================] - 0s 27us/step - loss: 4399.8560 - mean_absolute_error: 47.3977 - val_loss: 8937.9902 - val_mean_absolute_error: 62.9705
Epoch 2810/5000
148/148 [==============================] - 0s 20us/step - loss: 4399.1099 - mean_absolute_error: 47.3934 - val_loss: 8937.2904 - val_mean_absolute_error: 62.9678
Epoch 2811/5000
148/148 [==============================] - 0s 27us/step - loss: 4398.3516 - mean_absolute_error: 47.3888 - val_loss: 8936.6129 - val_mean_absolute_error: 62.9653
Epoch 2812/5000
148/148 [==============================] - 0s 27us/step - loss: 4397.6001 - mean_absolute_error: 47.3842 - val_loss: 8935.9025 - val_mean_absolute_error: 62.9627
Epoch 2813/5000
148/148 [==============================] - 0s 27us/step - loss: 4396.8442 - mean_absolute_error: 47.3799 - val_loss: 8935.1325 - val_mean_absolute_error: 62.9602
Epoch 2814/5000
148/148 [==============================] - 0s 27us/step - loss: 4396.0884 - mean_absolute_error: 47.3760 - val_loss: 8934.3576 - val_mean_absolute_error: 62.9574
Epoch 2815/5000
148/148 [==============================] - 0s 27us/step - loss: 4395.3662 - mean_absolute_error: 47.3721 - val_loss: 8933.5976 - val_mean_absolute_error: 62.9548
Epoch 2816/5000
148/148 [==============================] - 0s 27us/step - loss: 4394.6255 - mean_absolute_error: 47.3679 - val_loss: 8932.8756 - val_mean_absolute_error: 62.9520
Epoch 2817/5000
148/148 [==============================] - 0s 27us/step - loss: 4393.8530 - mean_absolute_error: 47.3632 - val_loss: 8932.1432 - val_mean_absolute_error: 62.9493
Epoch 2818/5000
148/148 [==============================] - 0s 27us/step - loss: 4393.1167 - mean_absolute_error: 47.3585 - val_loss: 8931.4027 - val_mean_absolute_error: 62.9467
Epoch 2819/5000
148/148 [==============================] - 0s 27us/step - loss: 4392.3892 - mean_absolute_error: 47.3541 - val_loss: 8930.6353 - val_mean_absolute_error: 62.9440
Epoch 2820/5000
148/148 [==============================] - 0s 27us/step - loss: 4391.6348 - mean_absolute_error: 47.3498 - val_loss: 8929.8791 - val_mean_absolute_error: 62.9414
Epoch 2821/5000
148/148 [==============================] - 0s 20us/step - loss: 4390.8765 - mean_absolute_error: 47.3457 - val_loss: 8929.1269 - val_mean_absolute_error: 62.9389
Epoch 2822/5000
148/148 [==============================] - 0s 41us/step - loss: 4390.1270 - mean_absolute_error: 47.3419 - val_loss: 8928.4609 - val_mean_absolute_error: 62.9368
Epoch 2823/5000
148/148 [==============================] - 0s 27us/step - loss: 4389.3921 - mean_absolute_error: 47.3380 - val_loss: 8927.8364 - val_mean_absolute_error: 62.9346
Epoch 2824/5000
148/148 [==============================] - 0s 20us/step - loss: 4388.6562 - mean_absolute_error: 47.3339 - val_loss: 8927.2104 - val_mean_absolute_error: 62.9322
Epoch 2825/5000
148/148 [==============================] - 0s 34us/step - loss: 4387.8955 - mean_absolute_error: 47.3296 - val_loss: 8926.5554 - val_mean_absolute_error: 62.9298
Epoch 2826/5000
148/148 [==============================] - 0s 20us/step - loss: 4387.1416 - mean_absolute_error: 47.3253 - val_loss: 8925.8491 - val_mean_absolute_error: 62.9273
Epoch 2827/5000
148/148 [==============================] - 0s 20us/step - loss: 4386.4102 - mean_absolute_error: 47.3212 - val_loss: 8925.0763 - val_mean_absolute_error: 62.9248
Epoch 2828/5000
148/148 [==============================] - 0s 27us/step - loss: 4385.6611 - mean_absolute_error: 47.3172 - val_loss: 8924.2405 - val_mean_absolute_error: 62.9222
Epoch 2829/5000
148/148 [==============================] - 0s 27us/step - loss: 4384.9106 - mean_absolute_error: 47.3134 - val_loss: 8923.4767 - val_mean_absolute_error: 62.9196
Epoch 2830/5000
148/148 [==============================] - 0s 27us/step - loss: 4384.1611 - mean_absolute_error: 47.3095 - val_loss: 8922.7918 - val_mean_absolute_error: 62.9171
Epoch 2831/5000
148/148 [==============================] - 0s 27us/step - loss: 4383.4028 - mean_absolute_error: 47.3053 - val_loss: 8922.2053 - val_mean_absolute_error: 62.9148
Epoch 2832/5000
148/148 [==============================] - 0s 34us/step - loss: 4382.6890 - mean_absolute_error: 47.3010 - val_loss: 8921.5418 - val_mean_absolute_error: 62.9123
Epoch 2833/5000
148/148 [==============================] - 0s 27us/step - loss: 4381.9521 - mean_absolute_error: 47.2969 - val_loss: 8920.7559 - val_mean_absolute_error: 62.9097
Epoch 2834/5000
148/148 [==============================] - 0s 27us/step - loss: 4381.1890 - mean_absolute_error: 47.2931 - val_loss: 8919.9408 - val_mean_absolute_error: 62.9070
Epoch 2835/5000
148/148 [==============================] - 0s 27us/step - loss: 4380.4380 - mean_absolute_error: 47.2893 - val_loss: 8919.0997 - val_mean_absolute_error: 62.9041
Epoch 2836/5000
148/148 [==============================] - 0s 27us/step - loss: 4379.7041 - mean_absolute_error: 47.2855 - val_loss: 8918.3423 - val_mean_absolute_error: 62.9016
Epoch 2837/5000
148/148 [==============================] - 0s 27us/step - loss: 4378.9668 - mean_absolute_error: 47.2815 - val_loss: 8917.6375 - val_mean_absolute_error: 62.8993
Epoch 2838/5000
148/148 [==============================] - 0s 34us/step - loss: 4378.2148 - mean_absolute_error: 47.2773 - val_loss: 8916.9766 - val_mean_absolute_error: 62.8972
Epoch 2839/5000
148/148 [==============================] - 0s 34us/step - loss: 4377.4741 - mean_absolute_error: 47.2732 - val_loss: 8916.3615 - val_mean_absolute_error: 62.8950
Epoch 2840/5000
148/148 [==============================] - 0s 27us/step - loss: 4376.7246 - mean_absolute_error: 47.2688 - val_loss: 8915.7017 - val_mean_absolute_error: 62.8926
Epoch 2841/5000
148/148 [==============================] - 0s 27us/step - loss: 4375.9985 - mean_absolute_error: 47.2646 - val_loss: 8914.9787 - val_mean_absolute_error: 62.8901
Epoch 2842/5000
148/148 [==============================] - 0s 27us/step - loss: 4375.2524 - mean_absolute_error: 47.2606 - val_loss: 8914.2918 - val_mean_absolute_error: 62.8876
Epoch 2843/5000
148/148 [==============================] - 0s 27us/step - loss: 4374.5015 - mean_absolute_error: 47.2567 - val_loss: 8913.6353 - val_mean_absolute_error: 62.8852
Epoch 2844/5000
148/148 [==============================] - 0s 34us/step - loss: 4373.7339 - mean_absolute_error: 47.2527 - val_loss: 8912.9329 - val_mean_absolute_error: 62.8829
Epoch 2845/5000
148/148 [==============================] - 0s 20us/step - loss: 4373.0200 - mean_absolute_error: 47.2489 - val_loss: 8912.1903 - val_mean_absolute_error: 62.8804
Epoch 2846/5000
148/148 [==============================] - 0s 27us/step - loss: 4372.2861 - mean_absolute_error: 47.2451 - val_loss: 8911.4408 - val_mean_absolute_error: 62.8778
Epoch 2847/5000
148/148 [==============================] - 0s 20us/step - loss: 4371.5415 - mean_absolute_error: 47.2411 - val_loss: 8910.7613 - val_mean_absolute_error: 62.8751
Epoch 2848/5000
148/148 [==============================] - 0s 27us/step - loss: 4370.7866 - mean_absolute_error: 47.2367 - val_loss: 8910.1356 - val_mean_absolute_error: 62.8727
Epoch 2849/5000
148/148 [==============================] - 0s 27us/step - loss: 4370.0664 - mean_absolute_error: 47.2322 - val_loss: 8909.4189 - val_mean_absolute_error: 62.8703
Epoch 2850/5000
148/148 [==============================] - 0s 20us/step - loss: 4369.3237 - mean_absolute_error: 47.2281 - val_loss: 8908.6309 - val_mean_absolute_error: 62.8679
Epoch 2851/5000
148/148 [==============================] - 0s 34us/step - loss: 4368.5542 - mean_absolute_error: 47.2243 - val_loss: 8907.8601 - val_mean_absolute_error: 62.8656
Epoch 2852/5000
148/148 [==============================] - 0s 27us/step - loss: 4367.8267 - mean_absolute_error: 47.2206 - val_loss: 8907.1225 - val_mean_absolute_error: 62.8631
Epoch 2853/5000
148/148 [==============================] - 0s 27us/step - loss: 4367.0894 - mean_absolute_error: 47.2165 - val_loss: 8906.3723 - val_mean_absolute_error: 62.8605
Epoch 2854/5000
148/148 [==============================] - 0s 20us/step - loss: 4366.3398 - mean_absolute_error: 47.2122 - val_loss: 8905.5952 - val_mean_absolute_error: 62.8578
Epoch 2855/5000
148/148 [==============================] - 0s 27us/step - loss: 4365.5981 - mean_absolute_error: 47.2081 - val_loss: 8904.9279 - val_mean_absolute_error: 62.8552
Epoch 2856/5000
148/148 [==============================] - 0s 27us/step - loss: 4364.8633 - mean_absolute_error: 47.2038 - val_loss: 8904.2513 - val_mean_absolute_error: 62.8527
Epoch 2857/5000
148/148 [==============================] - 0s 20us/step - loss: 4364.1216 - mean_absolute_error: 47.1997 - val_loss: 8903.5230 - val_mean_absolute_error: 62.8503
Epoch 2858/5000
148/148 [==============================] - 0s 27us/step - loss: 4363.3848 - mean_absolute_error: 47.1959 - val_loss: 8902.8421 - val_mean_absolute_error: 62.8478
Epoch 2859/5000
148/148 [==============================] - 0s 34us/step - loss: 4362.6543 - mean_absolute_error: 47.1920 - val_loss: 8902.1212 - val_mean_absolute_error: 62.8453
Epoch 2860/5000
148/148 [==============================] - 0s 27us/step - loss: 4361.9199 - mean_absolute_error: 47.1881 - val_loss: 8901.3845 - val_mean_absolute_error: 62.8427
Epoch 2861/5000
148/148 [==============================] - 0s 34us/step - loss: 4361.1860 - mean_absolute_error: 47.1840 - val_loss: 8900.6981 - val_mean_absolute_error: 62.8404
Epoch 2862/5000
148/148 [==============================] - 0s 27us/step - loss: 4360.4614 - mean_absolute_error: 47.1798 - val_loss: 8899.9605 - val_mean_absolute_error: 62.8382
Epoch 2863/5000
148/148 [==============================] - 0s 27us/step - loss: 4359.7451 - mean_absolute_error: 47.1759 - val_loss: 8899.2040 - val_mean_absolute_error: 62.8358
Epoch 2864/5000
148/148 [==============================] - 0s 27us/step - loss: 4359.0063 - mean_absolute_error: 47.1720 - val_loss: 8898.3879 - val_mean_absolute_error: 62.8334
Epoch 2865/5000
148/148 [==============================] - 0s 27us/step - loss: 4358.2778 - mean_absolute_error: 47.1683 - val_loss: 8897.6714 - val_mean_absolute_error: 62.8311
Epoch 2866/5000
148/148 [==============================] - 0s 27us/step - loss: 4357.5454 - mean_absolute_error: 47.1642 - val_loss: 8896.9672 - val_mean_absolute_error: 62.8290
Epoch 2867/5000
148/148 [==============================] - 0s 20us/step - loss: 4356.8140 - mean_absolute_error: 47.1600 - val_loss: 8896.2367 - val_mean_absolute_error: 62.8269
Epoch 2868/5000
148/148 [==============================] - 0s 34us/step - loss: 4356.0889 - mean_absolute_error: 47.1560 - val_loss: 8895.5590 - val_mean_absolute_error: 62.8250
Epoch 2869/5000
148/148 [==============================] - 0s 27us/step - loss: 4355.3677 - mean_absolute_error: 47.1518 - val_loss: 8894.8757 - val_mean_absolute_error: 62.8233
Epoch 2870/5000
148/148 [==============================] - 0s 27us/step - loss: 4354.6270 - mean_absolute_error: 47.1477 - val_loss: 8894.1642 - val_mean_absolute_error: 62.8216
Epoch 2871/5000
148/148 [==============================] - 0s 27us/step - loss: 4353.8892 - mean_absolute_error: 47.1436 - val_loss: 8893.3912 - val_mean_absolute_error: 62.8197
Epoch 2872/5000
148/148 [==============================] - 0s 27us/step - loss: 4353.1611 - mean_absolute_error: 47.1398 - val_loss: 8892.6248 - val_mean_absolute_error: 62.8178
Epoch 2873/5000
148/148 [==============================] - 0s 27us/step - loss: 4352.4233 - mean_absolute_error: 47.1358 - val_loss: 8891.8789 - val_mean_absolute_error: 62.8158
Epoch 2874/5000
148/148 [==============================] - 0s 20us/step - loss: 4351.6997 - mean_absolute_error: 47.1319 - val_loss: 8891.2038 - val_mean_absolute_error: 62.8139
Epoch 2875/5000
148/148 [==============================] - 0s 20us/step - loss: 4350.9688 - mean_absolute_error: 47.1280 - val_loss: 8890.5890 - val_mean_absolute_error: 62.8121
Epoch 2876/5000
148/148 [==============================] - 0s 20us/step - loss: 4350.2456 - mean_absolute_error: 47.1239 - val_loss: 8889.9615 - val_mean_absolute_error: 62.8103
Epoch 2877/5000
148/148 [==============================] - 0s 34us/step - loss: 4349.5127 - mean_absolute_error: 47.1200 - val_loss: 8889.2531 - val_mean_absolute_error: 62.8082
Epoch 2878/5000
148/148 [==============================] - 0s 27us/step - loss: 4348.7886 - mean_absolute_error: 47.1163 - val_loss: 8888.5929 - val_mean_absolute_error: 62.8061
Epoch 2879/5000
148/148 [==============================] - 0s 27us/step - loss: 4348.0605 - mean_absolute_error: 47.1123 - val_loss: 8887.8356 - val_mean_absolute_error: 62.8036
Epoch 2880/5000
148/148 [==============================] - 0s 20us/step - loss: 4347.3203 - mean_absolute_error: 47.1084 - val_loss: 8886.9840 - val_mean_absolute_error: 62.8010
Epoch 2881/5000
148/148 [==============================] - 0s 20us/step - loss: 4346.6016 - mean_absolute_error: 47.1046 - val_loss: 8886.2464 - val_mean_absolute_error: 62.7985
Epoch 2882/5000
148/148 [==============================] - 0s 34us/step - loss: 4345.8770 - mean_absolute_error: 47.1005 - val_loss: 8885.5401 - val_mean_absolute_error: 62.7962
Epoch 2883/5000
148/148 [==============================] - 0s 27us/step - loss: 4345.1562 - mean_absolute_error: 47.0965 - val_loss: 8884.8200 - val_mean_absolute_error: 62.7938
Epoch 2884/5000
148/148 [==============================] - 0s 20us/step - loss: 4344.4258 - mean_absolute_error: 47.0926 - val_loss: 8884.0992 - val_mean_absolute_error: 62.7914
Epoch 2885/5000
148/148 [==============================] - 0s 41us/step - loss: 4343.6934 - mean_absolute_error: 47.0886 - val_loss: 8883.4210 - val_mean_absolute_error: 62.7890
Epoch 2886/5000
148/148 [==============================] - 0s 27us/step - loss: 4342.9644 - mean_absolute_error: 47.0844 - val_loss: 8882.7581 - val_mean_absolute_error: 62.7868
Epoch 2887/5000
148/148 [==============================] - 0s 34us/step - loss: 4342.2544 - mean_absolute_error: 47.0802 - val_loss: 8882.0508 - val_mean_absolute_error: 62.7848
Epoch 2888/5000
148/148 [==============================] - 0s 27us/step - loss: 4341.5220 - mean_absolute_error: 47.0763 - val_loss: 8881.3211 - val_mean_absolute_error: 62.7827
Epoch 2889/5000
148/148 [==============================] - 0s 20us/step - loss: 4340.8066 - mean_absolute_error: 47.0726 - val_loss: 8880.4968 - val_mean_absolute_error: 62.7804
Epoch 2890/5000
148/148 [==============================] - 0s 27us/step - loss: 4340.0757 - mean_absolute_error: 47.0688 - val_loss: 8879.6954 - val_mean_absolute_error: 62.7779
Epoch 2891/5000
148/148 [==============================] - 0s 34us/step - loss: 4339.3311 - mean_absolute_error: 47.0648 - val_loss: 8878.9177 - val_mean_absolute_error: 62.7756
Epoch 2892/5000
148/148 [==============================] - 0s 27us/step - loss: 4338.6143 - mean_absolute_error: 47.0608 - val_loss: 8878.2334 - val_mean_absolute_error: 62.7733
Epoch 2893/5000
148/148 [==============================] - 0s 27us/step - loss: 4337.9116 - mean_absolute_error: 47.0565 - val_loss: 8877.5425 - val_mean_absolute_error: 62.7710
Epoch 2894/5000
148/148 [==============================] - 0s 27us/step - loss: 4337.1885 - mean_absolute_error: 47.0524 - val_loss: 8876.8335 - val_mean_absolute_error: 62.7689
Epoch 2895/5000
148/148 [==============================] - 0s 34us/step - loss: 4336.4609 - mean_absolute_error: 47.0485 - val_loss: 8876.1155 - val_mean_absolute_error: 62.7667
Epoch 2896/5000
148/148 [==============================] - 0s 20us/step - loss: 4335.7212 - mean_absolute_error: 47.0445 - val_loss: 8875.3556 - val_mean_absolute_error: 62.7642
Epoch 2897/5000
148/148 [==============================] - 0s 34us/step - loss: 4334.9673 - mean_absolute_error: 47.0406 - val_loss: 8874.6431 - val_mean_absolute_error: 62.7617
Epoch 2898/5000
148/148 [==============================] - 0s 27us/step - loss: 4334.2866 - mean_absolute_error: 47.0367 - val_loss: 8873.9217 - val_mean_absolute_error: 62.7593
Epoch 2899/5000
148/148 [==============================] - 0s 27us/step - loss: 4333.5791 - mean_absolute_error: 47.0328 - val_loss: 8873.1925 - val_mean_absolute_error: 62.7569
Epoch 2900/5000
148/148 [==============================] - 0s 27us/step - loss: 4332.8325 - mean_absolute_error: 47.0290 - val_loss: 8872.4619 - val_mean_absolute_error: 62.7546
Epoch 2901/5000
148/148 [==============================] - 0s 27us/step - loss: 4332.0752 - mean_absolute_error: 47.0253 - val_loss: 8871.7702 - val_mean_absolute_error: 62.7521
Epoch 2902/5000
148/148 [==============================] - 0s 27us/step - loss: 4331.3735 - mean_absolute_error: 47.0215 - val_loss: 8871.0685 - val_mean_absolute_error: 62.7495
Epoch 2903/5000
148/148 [==============================] - 0s 20us/step - loss: 4330.6606 - mean_absolute_error: 47.0176 - val_loss: 8870.3746 - val_mean_absolute_error: 62.7470
Epoch 2904/5000
148/148 [==============================] - 0s 27us/step - loss: 4329.9414 - mean_absolute_error: 47.0136 - val_loss: 8869.6505 - val_mean_absolute_error: 62.7445
Epoch 2905/5000
148/148 [==============================] - 0s 27us/step - loss: 4329.2109 - mean_absolute_error: 47.0096 - val_loss: 8868.8977 - val_mean_absolute_error: 62.7421
Epoch 2906/5000
148/148 [==============================] - 0s 27us/step - loss: 4328.4873 - mean_absolute_error: 47.0057 - val_loss: 8868.0785 - val_mean_absolute_error: 62.7395
Epoch 2907/5000
148/148 [==============================] - 0s 20us/step - loss: 4327.7578 - mean_absolute_error: 47.0019 - val_loss: 8867.1843 - val_mean_absolute_error: 62.7369
Epoch 2908/5000
148/148 [==============================] - 0s 27us/step - loss: 4327.0454 - mean_absolute_error: 46.9983 - val_loss: 8866.3843 - val_mean_absolute_error: 62.7344
Epoch 2909/5000
148/148 [==============================] - 0s 20us/step - loss: 4326.3271 - mean_absolute_error: 46.9944 - val_loss: 8865.6427 - val_mean_absolute_error: 62.7318
Epoch 2910/5000
148/148 [==============================] - 0s 34us/step - loss: 4325.6035 - mean_absolute_error: 46.9903 - val_loss: 8864.9669 - val_mean_absolute_error: 62.7292
Epoch 2911/5000
148/148 [==============================] - 0s 20us/step - loss: 4324.8984 - mean_absolute_error: 46.9860 - val_loss: 8864.2576 - val_mean_absolute_error: 62.7266
Epoch 2912/5000
148/148 [==============================] - 0s 34us/step - loss: 4324.1919 - mean_absolute_error: 46.9819 - val_loss: 8863.4342 - val_mean_absolute_error: 62.7238
Epoch 2913/5000
148/148 [==============================] - 0s 27us/step - loss: 4323.4702 - mean_absolute_error: 46.9780 - val_loss: 8862.5562 - val_mean_absolute_error: 62.7209
Epoch 2914/5000
148/148 [==============================] - 0s 20us/step - loss: 4322.7583 - mean_absolute_error: 46.9742 - val_loss: 8861.7219 - val_mean_absolute_error: 62.7182
Epoch 2915/5000
148/148 [==============================] - 0s 27us/step - loss: 4322.0391 - mean_absolute_error: 46.9705 - val_loss: 8860.9285 - val_mean_absolute_error: 62.7155
Epoch 2916/5000
148/148 [==============================] - 0s 27us/step - loss: 4321.3164 - mean_absolute_error: 46.9668 - val_loss: 8860.2530 - val_mean_absolute_error: 62.7131
Epoch 2917/5000
148/148 [==============================] - 0s 27us/step - loss: 4320.6079 - mean_absolute_error: 46.9630 - val_loss: 8859.5705 - val_mean_absolute_error: 62.7106
Epoch 2918/5000
148/148 [==============================] - 0s 27us/step - loss: 4319.8823 - mean_absolute_error: 46.9590 - val_loss: 8858.8918 - val_mean_absolute_error: 62.7082
Epoch 2919/5000
148/148 [==============================] - 0s 27us/step - loss: 4319.1611 - mean_absolute_error: 46.9549 - val_loss: 8858.2572 - val_mean_absolute_error: 62.7059
Epoch 2920/5000
148/148 [==============================] - 0s 34us/step - loss: 4318.4482 - mean_absolute_error: 46.9506 - val_loss: 8857.5843 - val_mean_absolute_error: 62.7034
Epoch 2921/5000
148/148 [==============================] - 0s 27us/step - loss: 4317.7329 - mean_absolute_error: 46.9465 - val_loss: 8856.8538 - val_mean_absolute_error: 62.7009
Epoch 2922/5000
148/148 [==============================] - 0s 20us/step - loss: 4317.0283 - mean_absolute_error: 46.9426 - val_loss: 8856.0374 - val_mean_absolute_error: 62.6984
Epoch 2923/5000
148/148 [==============================] - 0s 27us/step - loss: 4316.2861 - mean_absolute_error: 46.9391 - val_loss: 8855.2542 - val_mean_absolute_error: 62.6957
Epoch 2924/5000
148/148 [==============================] - 0s 27us/step - loss: 4315.5767 - mean_absolute_error: 46.9356 - val_loss: 8854.5323 - val_mean_absolute_error: 62.6931
Epoch 2925/5000
148/148 [==============================] - 0s 20us/step - loss: 4314.8608 - mean_absolute_error: 46.9319 - val_loss: 8853.8770 - val_mean_absolute_error: 62.6905
Epoch 2926/5000
148/148 [==============================] - 0s 34us/step - loss: 4314.1411 - mean_absolute_error: 46.9279 - val_loss: 8853.2363 - val_mean_absolute_error: 62.6881
Epoch 2927/5000
148/148 [==============================] - 0s 27us/step - loss: 4313.4121 - mean_absolute_error: 46.9238 - val_loss: 8852.5707 - val_mean_absolute_error: 62.6859
Epoch 2928/5000
148/148 [==============================] - 0s 27us/step - loss: 4312.7046 - mean_absolute_error: 46.9200 - val_loss: 8851.8588 - val_mean_absolute_error: 62.6834
Epoch 2929/5000
148/148 [==============================] - 0s 27us/step - loss: 4311.9941 - mean_absolute_error: 46.9161 - val_loss: 8851.1054 - val_mean_absolute_error: 62.6807
Epoch 2930/5000
148/148 [==============================] - 0s 27us/step - loss: 4311.2612 - mean_absolute_error: 46.9122 - val_loss: 8850.2691 - val_mean_absolute_error: 62.6778
Epoch 2931/5000
148/148 [==============================] - 0s 27us/step - loss: 4310.5596 - mean_absolute_error: 46.9084 - val_loss: 8849.5254 - val_mean_absolute_error: 62.6751
Epoch 2932/5000
148/148 [==============================] - 0s 27us/step - loss: 4309.8477 - mean_absolute_error: 46.9042 - val_loss: 8848.7384 - val_mean_absolute_error: 62.6724
Epoch 2933/5000
148/148 [==============================] - 0s 34us/step - loss: 4309.1406 - mean_absolute_error: 46.9003 - val_loss: 8848.0095 - val_mean_absolute_error: 62.6697
Epoch 2934/5000
148/148 [==============================] - 0s 27us/step - loss: 4308.4199 - mean_absolute_error: 46.8962 - val_loss: 8847.2265 - val_mean_absolute_error: 62.6670
Epoch 2935/5000
148/148 [==============================] - 0s 20us/step - loss: 4307.7056 - mean_absolute_error: 46.8924 - val_loss: 8846.5296 - val_mean_absolute_error: 62.6645
Epoch 2936/5000
148/148 [==============================] - 0s 27us/step - loss: 4306.9824 - mean_absolute_error: 46.8883 - val_loss: 8845.8930 - val_mean_absolute_error: 62.6621
Epoch 2937/5000
148/148 [==============================] - 0s 20us/step - loss: 4306.2808 - mean_absolute_error: 46.8842 - val_loss: 8845.1431 - val_mean_absolute_error: 62.6595
Epoch 2938/5000
148/148 [==============================] - 0s 34us/step - loss: 4305.5708 - mean_absolute_error: 46.8804 - val_loss: 8844.3259 - val_mean_absolute_error: 62.6567
Epoch 2939/5000
148/148 [==============================] - 0s 27us/step - loss: 4304.8462 - mean_absolute_error: 46.8766 - val_loss: 8843.5428 - val_mean_absolute_error: 62.6538
Epoch 2940/5000
148/148 [==============================] - 0s 20us/step - loss: 4304.1343 - mean_absolute_error: 46.8728 - val_loss: 8842.8385 - val_mean_absolute_error: 62.6510
Epoch 2941/5000
148/148 [==============================] - 0s 34us/step - loss: 4303.4248 - mean_absolute_error: 46.8690 - val_loss: 8842.2018 - val_mean_absolute_error: 62.6485
Epoch 2942/5000
148/148 [==============================] - 0s 27us/step - loss: 4302.7197 - mean_absolute_error: 46.8651 - val_loss: 8841.5528 - val_mean_absolute_error: 62.6459
Epoch 2943/5000
148/148 [==============================] - 0s 27us/step - loss: 4302.0015 - mean_absolute_error: 46.8611 - val_loss: 8840.8328 - val_mean_absolute_error: 62.6433
Epoch 2944/5000
148/148 [==============================] - 0s 27us/step - loss: 4301.2827 - mean_absolute_error: 46.8572 - val_loss: 8840.0245 - val_mean_absolute_error: 62.6408
Epoch 2945/5000
148/148 [==============================] - 0s 20us/step - loss: 4300.5938 - mean_absolute_error: 46.8535 - val_loss: 8839.2607 - val_mean_absolute_error: 62.6381
Epoch 2946/5000
148/148 [==============================] - 0s 34us/step - loss: 4299.8774 - mean_absolute_error: 46.8492 - val_loss: 8838.5407 - val_mean_absolute_error: 62.6357
Epoch 2947/5000
148/148 [==============================] - 0s 27us/step - loss: 4299.1665 - mean_absolute_error: 46.8451 - val_loss: 8837.8043 - val_mean_absolute_error: 62.6332
Epoch 2948/5000
148/148 [==============================] - 0s 27us/step - loss: 4298.4517 - mean_absolute_error: 46.8410 - val_loss: 8837.0552 - val_mean_absolute_error: 62.6306
Epoch 2949/5000
148/148 [==============================] - 0s 27us/step - loss: 4297.7485 - mean_absolute_error: 46.8372 - val_loss: 8836.2591 - val_mean_absolute_error: 62.6279
Epoch 2950/5000
148/148 [==============================] - 0s 27us/step - loss: 4297.0205 - mean_absolute_error: 46.8333 - val_loss: 8835.5175 - val_mean_absolute_error: 62.6251
Epoch 2951/5000
148/148 [==============================] - 0s 27us/step - loss: 4296.3218 - mean_absolute_error: 46.8294 - val_loss: 8834.8442 - val_mean_absolute_error: 62.6228
Epoch 2952/5000
148/148 [==============================] - 0s 34us/step - loss: 4295.6079 - mean_absolute_error: 46.8252 - val_loss: 8834.1746 - val_mean_absolute_error: 62.6205
Epoch 2953/5000
148/148 [==============================] - 0s 27us/step - loss: 4294.8838 - mean_absolute_error: 46.8212 - val_loss: 8833.4485 - val_mean_absolute_error: 62.6182
Epoch 2954/5000
148/148 [==============================] - 0s 27us/step - loss: 4294.1797 - mean_absolute_error: 46.8176 - val_loss: 8832.7440 - val_mean_absolute_error: 62.6158
Epoch 2955/5000
148/148 [==============================] - 0s 20us/step - loss: 4293.4971 - mean_absolute_error: 46.8137 - val_loss: 8831.9664 - val_mean_absolute_error: 62.6131
Epoch 2956/5000
148/148 [==============================] - 0s 27us/step - loss: 4292.7915 - mean_absolute_error: 46.8098 - val_loss: 8831.1638 - val_mean_absolute_error: 62.6103
Epoch 2957/5000
148/148 [==============================] - 0s 20us/step - loss: 4292.0767 - mean_absolute_error: 46.8059 - val_loss: 8830.3695 - val_mean_absolute_error: 62.6073
Epoch 2958/5000
148/148 [==============================] - 0s 27us/step - loss: 4291.3564 - mean_absolute_error: 46.8019 - val_loss: 8829.6515 - val_mean_absolute_error: 62.6045
Epoch 2959/5000
148/148 [==============================] - 0s 27us/step - loss: 4290.6484 - mean_absolute_error: 46.7975 - val_loss: 8828.9692 - val_mean_absolute_error: 62.6020
Epoch 2960/5000
148/148 [==============================] - 0s 20us/step - loss: 4289.9619 - mean_absolute_error: 46.7932 - val_loss: 8828.2017 - val_mean_absolute_error: 62.5995
Epoch 2961/5000
148/148 [==============================] - 0s 34us/step - loss: 4289.2451 - mean_absolute_error: 46.7892 - val_loss: 8827.3913 - val_mean_absolute_error: 62.5971
Epoch 2962/5000
148/148 [==============================] - 0s 20us/step - loss: 4288.5181 - mean_absolute_error: 46.7855 - val_loss: 8826.6574 - val_mean_absolute_error: 62.5946
Epoch 2963/5000
148/148 [==============================] - 0s 27us/step - loss: 4287.8223 - mean_absolute_error: 46.7818 - val_loss: 8825.9692 - val_mean_absolute_error: 62.5921
Epoch 2964/5000
148/148 [==============================] - 0s 27us/step - loss: 4287.1113 - mean_absolute_error: 46.7777 - val_loss: 8825.3258 - val_mean_absolute_error: 62.5895
Epoch 2965/5000
148/148 [==============================] - 0s 34us/step - loss: 4286.4014 - mean_absolute_error: 46.7734 - val_loss: 8824.6353 - val_mean_absolute_error: 62.5867
Epoch 2966/5000
148/148 [==============================] - 0s 27us/step - loss: 4285.7114 - mean_absolute_error: 46.7693 - val_loss: 8823.8916 - val_mean_absolute_error: 62.5841
Epoch 2967/5000
148/148 [==============================] - 0s 34us/step - loss: 4285.0127 - mean_absolute_error: 46.7655 - val_loss: 8823.0996 - val_mean_absolute_error: 62.5816
Epoch 2968/5000
148/148 [==============================] - 0s 20us/step - loss: 4284.3037 - mean_absolute_error: 46.7618 - val_loss: 8822.3629 - val_mean_absolute_error: 62.5791
Epoch 2969/5000
148/148 [==============================] - 0s 27us/step - loss: 4283.5859 - mean_absolute_error: 46.7578 - val_loss: 8821.6366 - val_mean_absolute_error: 62.5766
Epoch 2970/5000
148/148 [==============================] - 0s 27us/step - loss: 4282.8857 - mean_absolute_error: 46.7538 - val_loss: 8820.8668 - val_mean_absolute_error: 62.5739
Epoch 2971/5000
148/148 [==============================] - 0s 20us/step - loss: 4282.1914 - mean_absolute_error: 46.7498 - val_loss: 8820.0700 - val_mean_absolute_error: 62.5709
Epoch 2972/5000
148/148 [==============================] - 0s 27us/step - loss: 4281.4761 - mean_absolute_error: 46.7457 - val_loss: 8819.2510 - val_mean_absolute_error: 62.5680
Epoch 2973/5000
148/148 [==============================] - 0s 27us/step - loss: 4280.7705 - mean_absolute_error: 46.7417 - val_loss: 8818.5419 - val_mean_absolute_error: 62.5652
Epoch 2974/5000
148/148 [==============================] - 0s 34us/step - loss: 4280.0830 - mean_absolute_error: 46.7375 - val_loss: 8817.8691 - val_mean_absolute_error: 62.5626
Epoch 2975/5000
148/148 [==============================] - 0s 27us/step - loss: 4279.3765 - mean_absolute_error: 46.7334 - val_loss: 8817.1984 - val_mean_absolute_error: 62.5603
Epoch 2976/5000
148/148 [==============================] - 0s 27us/step - loss: 4278.6558 - mean_absolute_error: 46.7292 - val_loss: 8816.5602 - val_mean_absolute_error: 62.5581
Epoch 2977/5000
148/148 [==============================] - 0s 27us/step - loss: 4277.9673 - mean_absolute_error: 46.7253 - val_loss: 8815.8696 - val_mean_absolute_error: 62.5558
Epoch 2978/5000
148/148 [==============================] - 0s 34us/step - loss: 4277.2734 - mean_absolute_error: 46.7214 - val_loss: 8815.1471 - val_mean_absolute_error: 62.5532
Epoch 2979/5000
148/148 [==============================] - 0s 27us/step - loss: 4276.5483 - mean_absolute_error: 46.7174 - val_loss: 8814.3408 - val_mean_absolute_error: 62.5503
Epoch 2980/5000
148/148 [==============================] - 0s 27us/step - loss: 4275.8179 - mean_absolute_error: 46.7134 - val_loss: 8813.5662 - val_mean_absolute_error: 62.5474
Epoch 2981/5000
148/148 [==============================] - 0s 20us/step - loss: 4275.1372 - mean_absolute_error: 46.7094 - val_loss: 8812.8299 - val_mean_absolute_error: 62.5446
Epoch 2982/5000
148/148 [==============================] - 0s 27us/step - loss: 4274.4263 - mean_absolute_error: 46.7052 - val_loss: 8812.0879 - val_mean_absolute_error: 62.5420
Epoch 2983/5000
148/148 [==============================] - 0s 20us/step - loss: 4273.7241 - mean_absolute_error: 46.7012 - val_loss: 8811.3007 - val_mean_absolute_error: 62.5394
Epoch 2984/5000
148/148 [==============================] - 0s 27us/step - loss: 4273.0205 - mean_absolute_error: 46.6973 - val_loss: 8810.5079 - val_mean_absolute_error: 62.5367
Epoch 2985/5000
148/148 [==============================] - 0s 34us/step - loss: 4272.3101 - mean_absolute_error: 46.6933 - val_loss: 8809.7800 - val_mean_absolute_error: 62.5339
Epoch 2986/5000
148/148 [==============================] - 0s 27us/step - loss: 4271.5889 - mean_absolute_error: 46.6889 - val_loss: 8809.0718 - val_mean_absolute_error: 62.5311
Epoch 2987/5000
148/148 [==============================] - 0s 27us/step - loss: 4270.8867 - mean_absolute_error: 46.6845 - val_loss: 8808.3363 - val_mean_absolute_error: 62.5283
Epoch 2988/5000
148/148 [==============================] - 0s 27us/step - loss: 4270.1953 - mean_absolute_error: 46.6803 - val_loss: 8807.5458 - val_mean_absolute_error: 62.5257
Epoch 2989/5000
148/148 [==============================] - 0s 27us/step - loss: 4269.4917 - mean_absolute_error: 46.6764 - val_loss: 8806.8354 - val_mean_absolute_error: 62.5232
Epoch 2990/5000
148/148 [==============================] - 0s 27us/step - loss: 4268.7764 - mean_absolute_error: 46.6723 - val_loss: 8806.1762 - val_mean_absolute_error: 62.5207
Epoch 2991/5000
148/148 [==============================] - 0s 34us/step - loss: 4268.0884 - mean_absolute_error: 46.6680 - val_loss: 8805.3909 - val_mean_absolute_error: 62.5181
Epoch 2992/5000
148/148 [==============================] - 0s 20us/step - loss: 4267.3896 - mean_absolute_error: 46.6640 - val_loss: 8804.6105 - val_mean_absolute_error: 62.5155
Epoch 2993/5000
148/148 [==============================] - 0s 20us/step - loss: 4266.6636 - mean_absolute_error: 46.6601 - val_loss: 8803.7543 - val_mean_absolute_error: 62.5126
Epoch 2994/5000
148/148 [==============================] - 0s 27us/step - loss: 4265.9639 - mean_absolute_error: 46.6563 - val_loss: 8803.0015 - val_mean_absolute_error: 62.5097
Epoch 2995/5000
148/148 [==============================] - 0s 27us/step - loss: 4265.2725 - mean_absolute_error: 46.6523 - val_loss: 8802.3373 - val_mean_absolute_error: 62.5071
Epoch 2996/5000
148/148 [==============================] - 0s 27us/step - loss: 4264.5684 - mean_absolute_error: 46.6480 - val_loss: 8801.6416 - val_mean_absolute_error: 62.5045
Epoch 2997/5000
148/148 [==============================] - 0s 27us/step - loss: 4263.8638 - mean_absolute_error: 46.6440 - val_loss: 8800.9088 - val_mean_absolute_error: 62.5020
Epoch 2998/5000
148/148 [==============================] - 0s 27us/step - loss: 4263.1528 - mean_absolute_error: 46.6401 - val_loss: 8800.1240 - val_mean_absolute_error: 62.4992
Epoch 2999/5000
148/148 [==============================] - 0s 27us/step - loss: 4262.4580 - mean_absolute_error: 46.6361 - val_loss: 8799.3966 - val_mean_absolute_error: 62.4964
Epoch 3000/5000
148/148 [==============================] - 0s 20us/step - loss: 4261.7476 - mean_absolute_error: 46.6316 - val_loss: 8798.6832 - val_mean_absolute_error: 62.4937
Epoch 3001/5000
148/148 [==============================] - 0s 27us/step - loss: 4261.0459 - mean_absolute_error: 46.6271 - val_loss: 8797.8665 - val_mean_absolute_error: 62.4909
Epoch 3002/5000
148/148 [==============================] - 0s 27us/step - loss: 4260.3481 - mean_absolute_error: 46.6231 - val_loss: 8797.0348 - val_mean_absolute_error: 62.4881
Epoch 3003/5000
148/148 [==============================] - 0s 27us/step - loss: 4259.6479 - mean_absolute_error: 46.6193 - val_loss: 8796.2235 - val_mean_absolute_error: 62.4852
Epoch 3004/5000
148/148 [==============================] - 0s 20us/step - loss: 4258.9497 - mean_absolute_error: 46.6154 - val_loss: 8795.5382 - val_mean_absolute_error: 62.4827
Epoch 3005/5000
148/148 [==============================] - 0s 34us/step - loss: 4258.2534 - mean_absolute_error: 46.6112 - val_loss: 8794.8913 - val_mean_absolute_error: 62.4804
Epoch 3006/5000
148/148 [==============================] - 0s 20us/step - loss: 4257.5469 - mean_absolute_error: 46.6071 - val_loss: 8794.2323 - val_mean_absolute_error: 62.4779
Epoch 3007/5000
148/148 [==============================] - 0s 20us/step - loss: 4256.8535 - mean_absolute_error: 46.6029 - val_loss: 8793.5362 - val_mean_absolute_error: 62.4754
Epoch 3008/5000
148/148 [==============================] - 0s 27us/step - loss: 4256.1577 - mean_absolute_error: 46.5988 - val_loss: 8792.7134 - val_mean_absolute_error: 62.4726
Epoch 3009/5000
148/148 [==============================] - 0s 27us/step - loss: 4255.4502 - mean_absolute_error: 46.5949 - val_loss: 8791.8530 - val_mean_absolute_error: 62.4696
Epoch 3010/5000
148/148 [==============================] - 0s 20us/step - loss: 4254.7383 - mean_absolute_error: 46.5910 - val_loss: 8791.0188 - val_mean_absolute_error: 62.4667
Epoch 3011/5000
148/148 [==============================] - 0s 27us/step - loss: 4254.0698 - mean_absolute_error: 46.5873 - val_loss: 8790.2681 - val_mean_absolute_error: 62.4639
Epoch 3012/5000
148/148 [==============================] - 0s 27us/step - loss: 4253.3608 - mean_absolute_error: 46.5832 - val_loss: 8789.6139 - val_mean_absolute_error: 62.4613
Epoch 3013/5000
148/148 [==============================] - 0s 20us/step - loss: 4252.6426 - mean_absolute_error: 46.5787 - val_loss: 8788.9285 - val_mean_absolute_error: 62.4585
Epoch 3014/5000
148/148 [==============================] - 0s 27us/step - loss: 4251.9663 - mean_absolute_error: 46.5745 - val_loss: 8788.1821 - val_mean_absolute_error: 62.4558
Epoch 3015/5000
148/148 [==============================] - 0s 27us/step - loss: 4251.2700 - mean_absolute_error: 46.5705 - val_loss: 8787.3572 - val_mean_absolute_error: 62.4529
Epoch 3016/5000
148/148 [==============================] - 0s 20us/step - loss: 4250.5605 - mean_absolute_error: 46.5666 - val_loss: 8786.5536 - val_mean_absolute_error: 62.4502
Epoch 3017/5000
148/148 [==============================] - 0s 20us/step - loss: 4249.8545 - mean_absolute_error: 46.5626 - val_loss: 8785.8030 - val_mean_absolute_error: 62.4474
Epoch 3018/5000
148/148 [==============================] - 0s 27us/step - loss: 4249.1704 - mean_absolute_error: 46.5584 - val_loss: 8785.0692 - val_mean_absolute_error: 62.4446
Epoch 3019/5000
148/148 [==============================] - 0s 27us/step - loss: 4248.4663 - mean_absolute_error: 46.5540 - val_loss: 8784.2505 - val_mean_absolute_error: 62.4416
Epoch 3020/5000
148/148 [==============================] - 0s 27us/step - loss: 4247.7520 - mean_absolute_error: 46.5498 - val_loss: 8783.3611 - val_mean_absolute_error: 62.4383
Epoch 3021/5000
148/148 [==============================] - 0s 27us/step - loss: 4247.0430 - mean_absolute_error: 46.5457 - val_loss: 8782.5592 - val_mean_absolute_error: 62.4353
Epoch 3022/5000
148/148 [==============================] - 0s 27us/step - loss: 4246.3545 - mean_absolute_error: 46.5416 - val_loss: 8781.8415 - val_mean_absolute_error: 62.4326
Epoch 3023/5000
148/148 [==============================] - 0s 20us/step - loss: 4245.6597 - mean_absolute_error: 46.5372 - val_loss: 8781.1044 - val_mean_absolute_error: 62.4299
Epoch 3024/5000
148/148 [==============================] - 0s 27us/step - loss: 4244.9482 - mean_absolute_error: 46.5329 - val_loss: 8780.3449 - val_mean_absolute_error: 62.4273
Epoch 3025/5000
148/148 [==============================] - 0s 27us/step - loss: 4244.2324 - mean_absolute_error: 46.5288 - val_loss: 8779.5424 - val_mean_absolute_error: 62.4246
Epoch 3026/5000
148/148 [==============================] - 0s 27us/step - loss: 4243.5449 - mean_absolute_error: 46.5250 - val_loss: 8778.7934 - val_mean_absolute_error: 62.4218
Epoch 3027/5000
148/148 [==============================] - 0s 20us/step - loss: 4242.8389 - mean_absolute_error: 46.5207 - val_loss: 8778.1267 - val_mean_absolute_error: 62.4191
Epoch 3028/5000
148/148 [==============================] - 0s 34us/step - loss: 4242.1328 - mean_absolute_error: 46.5161 - val_loss: 8777.4044 - val_mean_absolute_error: 62.4162
Epoch 3029/5000
148/148 [==============================] - 0s 27us/step - loss: 4241.4453 - mean_absolute_error: 46.5115 - val_loss: 8776.5611 - val_mean_absolute_error: 62.4130
Epoch 3030/5000
148/148 [==============================] - 0s 27us/step - loss: 4240.7422 - mean_absolute_error: 46.5073 - val_loss: 8775.7313 - val_mean_absolute_error: 62.4101
Epoch 3031/5000
148/148 [==============================] - 0s 27us/step - loss: 4240.0405 - mean_absolute_error: 46.5033 - val_loss: 8774.9643 - val_mean_absolute_error: 62.4074
Epoch 3032/5000
148/148 [==============================] - 0s 27us/step - loss: 4239.3389 - mean_absolute_error: 46.4993 - val_loss: 8774.2097 - val_mean_absolute_error: 62.4046
Epoch 3033/5000
148/148 [==============================] - 0s 20us/step - loss: 4238.6343 - mean_absolute_error: 46.4952 - val_loss: 8773.4576 - val_mean_absolute_error: 62.4017
Epoch 3034/5000
148/148 [==============================] - 0s 34us/step - loss: 4237.9233 - mean_absolute_error: 46.4909 - val_loss: 8772.6962 - val_mean_absolute_error: 62.3987
Epoch 3035/5000
148/148 [==============================] - 0s 27us/step - loss: 4237.2334 - mean_absolute_error: 46.4866 - val_loss: 8771.8632 - val_mean_absolute_error: 62.3956
Epoch 3036/5000
148/148 [==============================] - 0s 27us/step - loss: 4236.5391 - mean_absolute_error: 46.4825 - val_loss: 8771.0618 - val_mean_absolute_error: 62.3925
Epoch 3037/5000
148/148 [==============================] - 0s 27us/step - loss: 4235.8203 - mean_absolute_error: 46.4782 - val_loss: 8770.1842 - val_mean_absolute_error: 62.3893
Epoch 3038/5000
148/148 [==============================] - 0s 41us/step - loss: 4235.1392 - mean_absolute_error: 46.4741 - val_loss: 8769.2757 - val_mean_absolute_error: 62.3859
Epoch 3039/5000
148/148 [==============================] - 0s 20us/step - loss: 4234.4463 - mean_absolute_error: 46.4701 - val_loss: 8768.4719 - val_mean_absolute_error: 62.3829
Epoch 3040/5000
148/148 [==============================] - 0s 27us/step - loss: 4233.7451 - mean_absolute_error: 46.4658 - val_loss: 8767.7969 - val_mean_absolute_error: 62.3801
Epoch 3041/5000
148/148 [==============================] - 0s 34us/step - loss: 4233.0425 - mean_absolute_error: 46.4614 - val_loss: 8767.1529 - val_mean_absolute_error: 62.3774
Epoch 3042/5000
148/148 [==============================] - 0s 27us/step - loss: 4232.3281 - mean_absolute_error: 46.4569 - val_loss: 8766.4224 - val_mean_absolute_error: 62.3747
Epoch 3043/5000
148/148 [==============================] - 0s 27us/step - loss: 4231.6470 - mean_absolute_error: 46.4527 - val_loss: 8765.5631 - val_mean_absolute_error: 62.3717
Epoch 3044/5000
148/148 [==============================] - 0s 34us/step - loss: 4230.9619 - mean_absolute_error: 46.4487 - val_loss: 8764.7269 - val_mean_absolute_error: 62.3687
Epoch 3045/5000
148/148 [==============================] - 0s 20us/step - loss: 4230.2559 - mean_absolute_error: 46.4446 - val_loss: 8763.9546 - val_mean_absolute_error: 62.3657
Epoch 3046/5000
148/148 [==============================] - 0s 27us/step - loss: 4229.5273 - mean_absolute_error: 46.4402 - val_loss: 8763.2743 - val_mean_absolute_error: 62.3627
Epoch 3047/5000
148/148 [==============================] - 0s 27us/step - loss: 4228.8486 - mean_absolute_error: 46.4356 - val_loss: 8762.5677 - val_mean_absolute_error: 62.3596
Epoch 3048/5000
148/148 [==============================] - 0s 27us/step - loss: 4228.1670 - mean_absolute_error: 46.4312 - val_loss: 8761.7806 - val_mean_absolute_error: 62.3566
Epoch 3049/5000
148/148 [==============================] - 0s 27us/step - loss: 4227.4697 - mean_absolute_error: 46.4269 - val_loss: 8760.9056 - val_mean_absolute_error: 62.3536
Epoch 3050/5000
148/148 [==============================] - 0s 27us/step - loss: 4226.7563 - mean_absolute_error: 46.4230 - val_loss: 8760.0097 - val_mean_absolute_error: 62.3505
Epoch 3051/5000
148/148 [==============================] - 0s 27us/step - loss: 4226.0532 - mean_absolute_error: 46.4191 - val_loss: 8759.2013 - val_mean_absolute_error: 62.3474
Epoch 3052/5000
148/148 [==============================] - 0s 20us/step - loss: 4225.3774 - mean_absolute_error: 46.4151 - val_loss: 8758.4940 - val_mean_absolute_error: 62.3444
Epoch 3053/5000
148/148 [==============================] - 0s 20us/step - loss: 4224.6816 - mean_absolute_error: 46.4107 - val_loss: 8757.7697 - val_mean_absolute_error: 62.3413
Epoch 3054/5000
148/148 [==============================] - 0s 34us/step - loss: 4224.0044 - mean_absolute_error: 46.4062 - val_loss: 8756.9228 - val_mean_absolute_error: 62.3380
Epoch 3055/5000
148/148 [==============================] - 0s 27us/step - loss: 4223.3281 - mean_absolute_error: 46.4022 - val_loss: 8756.0926 - val_mean_absolute_error: 62.3349
Epoch 3056/5000
148/148 [==============================] - 0s 27us/step - loss: 4222.6514 - mean_absolute_error: 46.3983 - val_loss: 8755.2998 - val_mean_absolute_error: 62.3319
Epoch 3057/5000
148/148 [==============================] - 0s 20us/step - loss: 4221.9609 - mean_absolute_error: 46.3942 - val_loss: 8754.5878 - val_mean_absolute_error: 62.3290
Epoch 3058/5000
148/148 [==============================] - 0s 27us/step - loss: 4221.2642 - mean_absolute_error: 46.3899 - val_loss: 8753.8067 - val_mean_absolute_error: 62.3262
Epoch 3059/5000
148/148 [==============================] - 0s 34us/step - loss: 4220.5669 - mean_absolute_error: 46.3857 - val_loss: 8753.0118 - val_mean_absolute_error: 62.3232
Epoch 3060/5000
148/148 [==============================] - 0s 20us/step - loss: 4219.8984 - mean_absolute_error: 46.3818 - val_loss: 8752.2815 - val_mean_absolute_error: 62.3202
Epoch 3061/5000
148/148 [==============================] - 0s 27us/step - loss: 4219.2100 - mean_absolute_error: 46.3775 - val_loss: 8751.4955 - val_mean_absolute_error: 62.3169
Epoch 3062/5000
148/148 [==============================] - 0s 20us/step - loss: 4218.5210 - mean_absolute_error: 46.3730 - val_loss: 8750.6482 - val_mean_absolute_error: 62.3136
Epoch 3063/5000
148/148 [==============================] - 0s 27us/step - loss: 4217.8296 - mean_absolute_error: 46.3689 - val_loss: 8749.9160 - val_mean_absolute_error: 62.3104
Epoch 3064/5000
148/148 [==============================] - 0s 27us/step - loss: 4217.1567 - mean_absolute_error: 46.3646 - val_loss: 8749.1116 - val_mean_absolute_error: 62.3072
Epoch 3065/5000
148/148 [==============================] - 0s 27us/step - loss: 4216.4771 - mean_absolute_error: 46.3605 - val_loss: 8748.3765 - val_mean_absolute_error: 62.3043
Epoch 3066/5000
148/148 [==============================] - 0s 34us/step - loss: 4215.7832 - mean_absolute_error: 46.3562 - val_loss: 8747.5603 - val_mean_absolute_error: 62.3013
Epoch 3067/5000
148/148 [==============================] - 0s 27us/step - loss: 4215.1099 - mean_absolute_error: 46.3521 - val_loss: 8746.7587 - val_mean_absolute_error: 62.2983
Epoch 3068/5000
148/148 [==============================] - 0s 34us/step - loss: 4214.4209 - mean_absolute_error: 46.3482 - val_loss: 8745.9888 - val_mean_absolute_error: 62.2953
Epoch 3069/5000
148/148 [==============================] - 0s 20us/step - loss: 4213.7280 - mean_absolute_error: 46.3441 - val_loss: 8745.3255 - val_mean_absolute_error: 62.2924
Epoch 3070/5000
148/148 [==============================] - 0s 27us/step - loss: 4213.0586 - mean_absolute_error: 46.3398 - val_loss: 8744.6325 - val_mean_absolute_error: 62.2895
Epoch 3071/5000
148/148 [==============================] - 0s 27us/step - loss: 4212.3721 - mean_absolute_error: 46.3356 - val_loss: 8743.8590 - val_mean_absolute_error: 62.2863
Epoch 3072/5000
148/148 [==============================] - 0s 20us/step - loss: 4211.6890 - mean_absolute_error: 46.3315 - val_loss: 8743.0784 - val_mean_absolute_error: 62.2834
Epoch 3073/5000
148/148 [==============================] - 0s 27us/step - loss: 4211.0142 - mean_absolute_error: 46.3276 - val_loss: 8742.3326 - val_mean_absolute_error: 62.2804
Epoch 3074/5000
148/148 [==============================] - 0s 34us/step - loss: 4210.3354 - mean_absolute_error: 46.3235 - val_loss: 8741.6244 - val_mean_absolute_error: 62.2774
Epoch 3075/5000
148/148 [==============================] - 0s 20us/step - loss: 4209.6655 - mean_absolute_error: 46.3191 - val_loss: 8740.8733 - val_mean_absolute_error: 62.2743
Epoch 3076/5000
148/148 [==============================] - 0s 27us/step - loss: 4208.9844 - mean_absolute_error: 46.3147 - val_loss: 8740.0794 - val_mean_absolute_error: 62.2711
Epoch 3077/5000
148/148 [==============================] - 0s 20us/step - loss: 4208.3115 - mean_absolute_error: 46.3104 - val_loss: 8739.1824 - val_mean_absolute_error: 62.2679
Epoch 3078/5000
148/148 [==============================] - 0s 27us/step - loss: 4207.6152 - mean_absolute_error: 46.3063 - val_loss: 8738.3227 - val_mean_absolute_error: 62.2648
Epoch 3079/5000
148/148 [==============================] - 0s 27us/step - loss: 4206.9277 - mean_absolute_error: 46.3022 - val_loss: 8737.5271 - val_mean_absolute_error: 62.2619
Epoch 3080/5000
148/148 [==============================] - 0s 27us/step - loss: 4206.2598 - mean_absolute_error: 46.2982 - val_loss: 8736.7252 - val_mean_absolute_error: 62.2592
Epoch 3081/5000
148/148 [==============================] - 0s 34us/step - loss: 4205.5928 - mean_absolute_error: 46.2943 - val_loss: 8736.0184 - val_mean_absolute_error: 62.2566
Epoch 3082/5000
148/148 [==============================] - 0s 20us/step - loss: 4204.9204 - mean_absolute_error: 46.2902 - val_loss: 8735.2733 - val_mean_absolute_error: 62.2537
Epoch 3083/5000
148/148 [==============================] - 0s 34us/step - loss: 4204.2271 - mean_absolute_error: 46.2861 - val_loss: 8734.5804 - val_mean_absolute_error: 62.2508
Epoch 3084/5000
148/148 [==============================] - 0s 20us/step - loss: 4203.5229 - mean_absolute_error: 46.2818 - val_loss: 8733.9938 - val_mean_absolute_error: 62.2479
Epoch 3085/5000
148/148 [==============================] - 0s 27us/step - loss: 4202.8779 - mean_absolute_error: 46.2773 - val_loss: 8733.4073 - val_mean_absolute_error: 62.2450
Epoch 3086/5000
148/148 [==============================] - 0s 27us/step - loss: 4202.2261 - mean_absolute_error: 46.2728 - val_loss: 8732.7083 - val_mean_absolute_error: 62.2421
Epoch 3087/5000
148/148 [==============================] - 0s 34us/step - loss: 4201.5371 - mean_absolute_error: 46.2686 - val_loss: 8731.8869 - val_mean_absolute_error: 62.2389
Epoch 3088/5000
148/148 [==============================] - 0s 27us/step - loss: 4200.8271 - mean_absolute_error: 46.2646 - val_loss: 8730.9544 - val_mean_absolute_error: 62.2356
Epoch 3089/5000
148/148 [==============================] - 0s 27us/step - loss: 4200.1611 - mean_absolute_error: 46.2611 - val_loss: 8730.0441 - val_mean_absolute_error: 62.2323
Epoch 3090/5000
148/148 [==============================] - 0s 20us/step - loss: 4199.4966 - mean_absolute_error: 46.2574 - val_loss: 8729.2456 - val_mean_absolute_error: 62.2292
Epoch 3091/5000
148/148 [==============================] - 0s 27us/step - loss: 4198.8101 - mean_absolute_error: 46.2531 - val_loss: 8728.5597 - val_mean_absolute_error: 62.2262
Epoch 3092/5000
148/148 [==============================] - 0s 27us/step - loss: 4198.1206 - mean_absolute_error: 46.2484 - val_loss: 8727.8600 - val_mean_absolute_error: 62.2233
Epoch 3093/5000
148/148 [==============================] - 0s 20us/step - loss: 4197.4492 - mean_absolute_error: 46.2441 - val_loss: 8727.1059 - val_mean_absolute_error: 62.2206
Epoch 3094/5000
148/148 [==============================] - 0s 27us/step - loss: 4196.7554 - mean_absolute_error: 46.2399 - val_loss: 8726.2817 - val_mean_absolute_error: 62.2179
Epoch 3095/5000
148/148 [==============================] - 0s 27us/step - loss: 4196.0767 - mean_absolute_error: 46.2359 - val_loss: 8725.4919 - val_mean_absolute_error: 62.2149
Epoch 3096/5000
148/148 [==============================] - 0s 34us/step - loss: 4195.4126 - mean_absolute_error: 46.2318 - val_loss: 8724.7291 - val_mean_absolute_error: 62.2118
Epoch 3097/5000
148/148 [==============================] - 0s 20us/step - loss: 4194.7397 - mean_absolute_error: 46.2275 - val_loss: 8724.0287 - val_mean_absolute_error: 62.2087
Epoch 3098/5000
148/148 [==============================] - 0s 27us/step - loss: 4194.0532 - mean_absolute_error: 46.2230 - val_loss: 8723.2818 - val_mean_absolute_error: 62.2055
Epoch 3099/5000
148/148 [==============================] - 0s 27us/step - loss: 4193.3813 - mean_absolute_error: 46.2187 - val_loss: 8722.4638 - val_mean_absolute_error: 62.2023
Epoch 3100/5000
148/148 [==============================] - 0s 27us/step - loss: 4192.7212 - mean_absolute_error: 46.2146 - val_loss: 8721.6111 - val_mean_absolute_error: 62.1993
Epoch 3101/5000
148/148 [==============================] - 0s 27us/step - loss: 4192.0405 - mean_absolute_error: 46.2107 - val_loss: 8720.8531 - val_mean_absolute_error: 62.1967
Epoch 3102/5000
148/148 [==============================] - 0s 27us/step - loss: 4191.3594 - mean_absolute_error: 46.2066 - val_loss: 8720.2174 - val_mean_absolute_error: 62.1942
Epoch 3103/5000
148/148 [==============================] - 0s 34us/step - loss: 4190.6860 - mean_absolute_error: 46.2024 - val_loss: 8719.5249 - val_mean_absolute_error: 62.1914
Epoch 3104/5000
148/148 [==============================] - 0s 27us/step - loss: 4189.9980 - mean_absolute_error: 46.1982 - val_loss: 8718.8373 - val_mean_absolute_error: 62.1885
Epoch 3105/5000
148/148 [==============================] - 0s 20us/step - loss: 4189.3301 - mean_absolute_error: 46.1938 - val_loss: 8718.0334 - val_mean_absolute_error: 62.1855
Epoch 3106/5000
148/148 [==============================] - 0s 34us/step - loss: 4188.6548 - mean_absolute_error: 46.1897 - val_loss: 8717.2376 - val_mean_absolute_error: 62.1825
Epoch 3107/5000
148/148 [==============================] - 0s 20us/step - loss: 4187.9731 - mean_absolute_error: 46.1858 - val_loss: 8716.5174 - val_mean_absolute_error: 62.1797
Epoch 3108/5000
148/148 [==============================] - 0s 27us/step - loss: 4187.3066 - mean_absolute_error: 46.1818 - val_loss: 8715.7498 - val_mean_absolute_error: 62.1768
Epoch 3109/5000
148/148 [==============================] - 0s 20us/step - loss: 4186.6348 - mean_absolute_error: 46.1777 - val_loss: 8714.9866 - val_mean_absolute_error: 62.1738
Epoch 3110/5000
148/148 [==============================] - 0s 20us/step - loss: 4185.9561 - mean_absolute_error: 46.1736 - val_loss: 8714.3081 - val_mean_absolute_error: 62.1710
Epoch 3111/5000
148/148 [==============================] - 0s 27us/step - loss: 4185.2720 - mean_absolute_error: 46.1694 - val_loss: 8713.6429 - val_mean_absolute_error: 62.1683
Epoch 3112/5000
148/148 [==============================] - 0s 27us/step - loss: 4184.6108 - mean_absolute_error: 46.1651 - val_loss: 8712.9308 - val_mean_absolute_error: 62.1654
Epoch 3113/5000
148/148 [==============================] - 0s 27us/step - loss: 4183.9526 - mean_absolute_error: 46.1611 - val_loss: 8712.1484 - val_mean_absolute_error: 62.1623
Epoch 3114/5000
148/148 [==============================] - 0s 27us/step - loss: 4183.2700 - mean_absolute_error: 46.1572 - val_loss: 8711.3687 - val_mean_absolute_error: 62.1590
Epoch 3115/5000
148/148 [==============================] - 0s 27us/step - loss: 4182.5806 - mean_absolute_error: 46.1530 - val_loss: 8710.5624 - val_mean_absolute_error: 62.1557
Epoch 3116/5000
148/148 [==============================] - 0s 20us/step - loss: 4181.9092 - mean_absolute_error: 46.1488 - val_loss: 8709.8150 - val_mean_absolute_error: 62.1525
Epoch 3117/5000
148/148 [==============================] - 0s 27us/step - loss: 4181.2319 - mean_absolute_error: 46.1445 - val_loss: 8709.0512 - val_mean_absolute_error: 62.1496
Epoch 3118/5000
148/148 [==============================] - 0s 27us/step - loss: 4180.5454 - mean_absolute_error: 46.1403 - val_loss: 8708.2714 - val_mean_absolute_error: 62.1467
Epoch 3119/5000
148/148 [==============================] - 0s 20us/step - loss: 4179.8643 - mean_absolute_error: 46.1362 - val_loss: 8707.5192 - val_mean_absolute_error: 62.1437
Epoch 3120/5000
148/148 [==============================] - 0s 27us/step - loss: 4179.1987 - mean_absolute_error: 46.1322 - val_loss: 8706.8065 - val_mean_absolute_error: 62.1406
Epoch 3121/5000
148/148 [==============================] - 0s 34us/step - loss: 4178.5117 - mean_absolute_error: 46.1276 - val_loss: 8706.0617 - val_mean_absolute_error: 62.1374
Epoch 3122/5000
148/148 [==============================] - 0s 34us/step - loss: 4177.8228 - mean_absolute_error: 46.1231 - val_loss: 8705.2092 - val_mean_absolute_error: 62.1341
Epoch 3123/5000
148/148 [==============================] - 0s 27us/step - loss: 4177.1401 - mean_absolute_error: 46.1189 - val_loss: 8704.4088 - val_mean_absolute_error: 62.1310
Epoch 3124/5000
148/148 [==============================] - 0s 27us/step - loss: 4176.4482 - mean_absolute_error: 46.1147 - val_loss: 8703.6875 - val_mean_absolute_error: 62.1280
Epoch 3125/5000
148/148 [==============================] - 0s 27us/step - loss: 4175.7681 - mean_absolute_error: 46.1105 - val_loss: 8702.9705 - val_mean_absolute_error: 62.1250
Epoch 3126/5000
148/148 [==============================] - 0s 34us/step - loss: 4175.0996 - mean_absolute_error: 46.1062 - val_loss: 8702.1753 - val_mean_absolute_error: 62.1218
Epoch 3127/5000
148/148 [==============================] - 0s 27us/step - loss: 4174.4272 - mean_absolute_error: 46.1020 - val_loss: 8701.3412 - val_mean_absolute_error: 62.1184
Epoch 3128/5000
148/148 [==============================] - 0s 27us/step - loss: 4173.7275 - mean_absolute_error: 46.0978 - val_loss: 8700.4779 - val_mean_absolute_error: 62.1151
Epoch 3129/5000
148/148 [==============================] - 0s 27us/step - loss: 4173.0376 - mean_absolute_error: 46.0936 - val_loss: 8699.7184 - val_mean_absolute_error: 62.1119
Epoch 3130/5000
148/148 [==============================] - 0s 27us/step - loss: 4172.3760 - mean_absolute_error: 46.0891 - val_loss: 8698.9818 - val_mean_absolute_error: 62.1089
Epoch 3131/5000
148/148 [==============================] - 0s 34us/step - loss: 4171.6958 - mean_absolute_error: 46.0845 - val_loss: 8698.1888 - val_mean_absolute_error: 62.1059
Epoch 3132/5000
148/148 [==============================] - 0s 34us/step - loss: 4170.9946 - mean_absolute_error: 46.0802 - val_loss: 8697.3564 - val_mean_absolute_error: 62.1028
Epoch 3133/5000
148/148 [==============================] - 0s 27us/step - loss: 4170.2925 - mean_absolute_error: 46.0762 - val_loss: 8696.5165 - val_mean_absolute_error: 62.0996
Epoch 3134/5000
148/148 [==============================] - 0s 27us/step - loss: 4169.5942 - mean_absolute_error: 46.0722 - val_loss: 8695.6953 - val_mean_absolute_error: 62.0962
Epoch 3135/5000
148/148 [==============================] - 0s 20us/step - loss: 4168.9150 - mean_absolute_error: 46.0682 - val_loss: 8694.9247 - val_mean_absolute_error: 62.0929
Epoch 3136/5000
148/148 [==============================] - 0s 41us/step - loss: 4168.2275 - mean_absolute_error: 46.0638 - val_loss: 8694.1382 - val_mean_absolute_error: 62.0897
Epoch 3137/5000
148/148 [==============================] - 0s 27us/step - loss: 4167.5259 - mean_absolute_error: 46.0594 - val_loss: 8693.3328 - val_mean_absolute_error: 62.0866
Epoch 3138/5000
148/148 [==============================] - 0s 20us/step - loss: 4166.8281 - mean_absolute_error: 46.0551 - val_loss: 8692.5421 - val_mean_absolute_error: 62.0836
Epoch 3139/5000
148/148 [==============================] - 0s 27us/step - loss: 4166.1357 - mean_absolute_error: 46.0507 - val_loss: 8691.8005 - val_mean_absolute_error: 62.0806
Epoch 3140/5000
148/148 [==============================] - 0s 27us/step - loss: 4165.4390 - mean_absolute_error: 46.0461 - val_loss: 8691.0331 - val_mean_absolute_error: 62.0777
Epoch 3141/5000
148/148 [==============================] - 0s 20us/step - loss: 4164.7363 - mean_absolute_error: 46.0416 - val_loss: 8690.2456 - val_mean_absolute_error: 62.0748
Epoch 3142/5000
148/148 [==============================] - 0s 34us/step - loss: 4164.0269 - mean_absolute_error: 46.0373 - val_loss: 8689.4345 - val_mean_absolute_error: 62.0719
Epoch 3143/5000
148/148 [==============================] - 0s 27us/step - loss: 4163.3472 - mean_absolute_error: 46.0330 - val_loss: 8688.6488 - val_mean_absolute_error: 62.0690
Epoch 3144/5000
148/148 [==============================] - 0s 34us/step - loss: 4162.6401 - mean_absolute_error: 46.0286 - val_loss: 8687.8037 - val_mean_absolute_error: 62.0660
Epoch 3145/5000
148/148 [==============================] - 0s 27us/step - loss: 4161.9482 - mean_absolute_error: 46.0246 - val_loss: 8687.0065 - val_mean_absolute_error: 62.0629
Epoch 3146/5000
148/148 [==============================] - 0s 27us/step - loss: 4161.2539 - mean_absolute_error: 46.0201 - val_loss: 8686.1811 - val_mean_absolute_error: 62.0597
Epoch 3147/5000
148/148 [==============================] - 0s 27us/step - loss: 4160.5605 - mean_absolute_error: 46.0156 - val_loss: 8685.3270 - val_mean_absolute_error: 62.0563
Epoch 3148/5000
148/148 [==============================] - 0s 27us/step - loss: 4159.8306 - mean_absolute_error: 46.0111 - val_loss: 8684.4468 - val_mean_absolute_error: 62.0528
Epoch 3149/5000
148/148 [==============================] - 0s 34us/step - loss: 4159.1309 - mean_absolute_error: 46.0067 - val_loss: 8683.5878 - val_mean_absolute_error: 62.0494
Epoch 3150/5000
148/148 [==============================] - 0s 27us/step - loss: 4158.4590 - mean_absolute_error: 46.0022 - val_loss: 8682.7706 - val_mean_absolute_error: 62.0461
Epoch 3151/5000
148/148 [==============================] - 0s 27us/step - loss: 4157.7568 - mean_absolute_error: 45.9976 - val_loss: 8681.9974 - val_mean_absolute_error: 62.0432
Epoch 3152/5000
148/148 [==============================] - 0s 27us/step - loss: 4157.0444 - mean_absolute_error: 45.9929 - val_loss: 8681.2529 - val_mean_absolute_error: 62.0406
Epoch 3153/5000
148/148 [==============================] - 0s 20us/step - loss: 4156.3384 - mean_absolute_error: 45.9883 - val_loss: 8680.4873 - val_mean_absolute_error: 62.0379
Epoch 3154/5000
148/148 [==============================] - 0s 27us/step - loss: 4155.6431 - mean_absolute_error: 45.9839 - val_loss: 8679.6677 - val_mean_absolute_error: 62.0350
Epoch 3155/5000
148/148 [==============================] - 0s 27us/step - loss: 4154.9512 - mean_absolute_error: 45.9796 - val_loss: 8678.8043 - val_mean_absolute_error: 62.0319
Epoch 3156/5000
148/148 [==============================] - 0s 20us/step - loss: 4154.2437 - mean_absolute_error: 45.9752 - val_loss: 8677.9027 - val_mean_absolute_error: 62.0286
Epoch 3157/5000
148/148 [==============================] - 0s 34us/step - loss: 4153.5425 - mean_absolute_error: 45.9709 - val_loss: 8677.0415 - val_mean_absolute_error: 62.0254
Epoch 3158/5000
148/148 [==============================] - 0s 27us/step - loss: 4152.8364 - mean_absolute_error: 45.9665 - val_loss: 8676.1869 - val_mean_absolute_error: 62.0225
Epoch 3159/5000
148/148 [==============================] - 0s 20us/step - loss: 4152.1533 - mean_absolute_error: 45.9623 - val_loss: 8675.3840 - val_mean_absolute_error: 62.0197
Epoch 3160/5000
148/148 [==============================] - 0s 27us/step - loss: 4151.4595 - mean_absolute_error: 45.9579 - val_loss: 8674.5710 - val_mean_absolute_error: 62.0168
Epoch 3161/5000
148/148 [==============================] - 0s 27us/step - loss: 4150.7646 - mean_absolute_error: 45.9534 - val_loss: 8673.7333 - val_mean_absolute_error: 62.0138
Epoch 3162/5000
148/148 [==============================] - 0s 27us/step - loss: 4150.0518 - mean_absolute_error: 45.9490 - val_loss: 8672.9934 - val_mean_absolute_error: 62.0109
Epoch 3163/5000
148/148 [==============================] - 0s 34us/step - loss: 4149.3457 - mean_absolute_error: 45.9442 - val_loss: 8672.3273 - val_mean_absolute_error: 62.0084
Epoch 3164/5000
148/148 [==============================] - 0s 34us/step - loss: 4148.6533 - mean_absolute_error: 45.9394 - val_loss: 8671.5455 - val_mean_absolute_error: 62.0056
Epoch 3165/5000
148/148 [==============================] - 0s 20us/step - loss: 4147.9565 - mean_absolute_error: 45.9351 - val_loss: 8670.6632 - val_mean_absolute_error: 62.0028
Epoch 3166/5000
148/148 [==============================] - 0s 27us/step - loss: 4147.2441 - mean_absolute_error: 45.9310 - val_loss: 8669.8245 - val_mean_absolute_error: 61.9998
Epoch 3167/5000
148/148 [==============================] - 0s 27us/step - loss: 4146.5576 - mean_absolute_error: 45.9266 - val_loss: 8668.9540 - val_mean_absolute_error: 61.9967
Epoch 3168/5000
148/148 [==============================] - 0s 27us/step - loss: 4145.8569 - mean_absolute_error: 45.9222 - val_loss: 8668.0813 - val_mean_absolute_error: 61.9935
Epoch 3169/5000
148/148 [==============================] - 0s 27us/step - loss: 4145.1460 - mean_absolute_error: 45.9177 - val_loss: 8667.2951 - val_mean_absolute_error: 61.9902
Epoch 3170/5000
148/148 [==============================] - 0s 27us/step - loss: 4144.4648 - mean_absolute_error: 45.9127 - val_loss: 8666.5081 - val_mean_absolute_error: 61.9872
Epoch 3171/5000
148/148 [==============================] - 0s 34us/step - loss: 4143.7729 - mean_absolute_error: 45.9080 - val_loss: 8665.6257 - val_mean_absolute_error: 61.9841
Epoch 3172/5000
148/148 [==============================] - 0s 54us/step - loss: 4143.0732 - mean_absolute_error: 45.9037 - val_loss: 8664.7047 - val_mean_absolute_error: 61.9810
Epoch 3173/5000
148/148 [==============================] - 0s 20us/step - loss: 4142.3701 - mean_absolute_error: 45.8996 - val_loss: 8663.8729 - val_mean_absolute_error: 61.9783
Epoch 3174/5000
148/148 [==============================] - 0s 27us/step - loss: 4141.6660 - mean_absolute_error: 45.8954 - val_loss: 8663.1380 - val_mean_absolute_error: 61.9756
Epoch 3175/5000
148/148 [==============================] - 0s 27us/step - loss: 4140.9697 - mean_absolute_error: 45.8908 - val_loss: 8662.3533 - val_mean_absolute_error: 61.9726
Epoch 3176/5000
148/148 [==============================] - 0s 20us/step - loss: 4140.2661 - mean_absolute_error: 45.8862 - val_loss: 8661.4866 - val_mean_absolute_error: 61.9693
Epoch 3177/5000
148/148 [==============================] - 0s 27us/step - loss: 4139.5771 - mean_absolute_error: 45.8818 - val_loss: 8660.6222 - val_mean_absolute_error: 61.9662
Epoch 3178/5000
148/148 [==============================] - 0s 34us/step - loss: 4138.8682 - mean_absolute_error: 45.8774 - val_loss: 8659.7567 - val_mean_absolute_error: 61.9630
Epoch 3179/5000
148/148 [==============================] - 0s 27us/step - loss: 4138.1582 - mean_absolute_error: 45.8732 - val_loss: 8658.9724 - val_mean_absolute_error: 61.9600
Epoch 3180/5000
148/148 [==============================] - 0s 27us/step - loss: 4137.4609 - mean_absolute_error: 45.8685 - val_loss: 8658.1611 - val_mean_absolute_error: 61.9569
Epoch 3181/5000
148/148 [==============================] - 0s 27us/step - loss: 4136.7627 - mean_absolute_error: 45.8638 - val_loss: 8657.3485 - val_mean_absolute_error: 61.9542
Epoch 3182/5000
148/148 [==============================] - 0s 27us/step - loss: 4136.0488 - mean_absolute_error: 45.8592 - val_loss: 8656.5317 - val_mean_absolute_error: 61.9517
Epoch 3183/5000
148/148 [==============================] - 0s 20us/step - loss: 4135.3423 - mean_absolute_error: 45.8548 - val_loss: 8655.6868 - val_mean_absolute_error: 61.9489
Epoch 3184/5000
148/148 [==============================] - 0s 34us/step - loss: 4134.6514 - mean_absolute_error: 45.8505 - val_loss: 8654.8488 - val_mean_absolute_error: 61.9458
Epoch 3185/5000
148/148 [==============================] - 0s 27us/step - loss: 4133.9316 - mean_absolute_error: 45.8458 - val_loss: 8653.9810 - val_mean_absolute_error: 61.9427
Epoch 3186/5000
148/148 [==============================] - 0s 27us/step - loss: 4133.2339 - mean_absolute_error: 45.8411 - val_loss: 8653.1139 - val_mean_absolute_error: 61.9396
Epoch 3187/5000
148/148 [==============================] - 0s 34us/step - loss: 4132.5425 - mean_absolute_error: 45.8366 - val_loss: 8652.2002 - val_mean_absolute_error: 61.9365
Epoch 3188/5000
148/148 [==============================] - 0s 34us/step - loss: 4131.8486 - mean_absolute_error: 45.8323 - val_loss: 8651.3902 - val_mean_absolute_error: 61.9336
Epoch 3189/5000
148/148 [==============================] - 0s 20us/step - loss: 4131.1426 - mean_absolute_error: 45.8276 - val_loss: 8650.6394 - val_mean_absolute_error: 61.9308
Epoch 3190/5000
148/148 [==============================] - 0s 27us/step - loss: 4130.4473 - mean_absolute_error: 45.8227 - val_loss: 8649.8211 - val_mean_absolute_error: 61.9279
Epoch 3191/5000
148/148 [==============================] - 0s 27us/step - loss: 4129.7412 - mean_absolute_error: 45.8181 - val_loss: 8648.9325 - val_mean_absolute_error: 61.9249
Epoch 3192/5000
148/148 [==============================] - 0s 34us/step - loss: 4129.0312 - mean_absolute_error: 45.8137 - val_loss: 8648.0936 - val_mean_absolute_error: 61.9220
Epoch 3193/5000
148/148 [==============================] - 0s 27us/step - loss: 4128.3413 - mean_absolute_error: 45.8093 - val_loss: 8647.3201 - val_mean_absolute_error: 61.9191
Epoch 3194/5000
148/148 [==============================] - 0s 20us/step - loss: 4127.6470 - mean_absolute_error: 45.8047 - val_loss: 8646.4935 - val_mean_absolute_error: 61.9162
Epoch 3195/5000
148/148 [==============================] - 0s 20us/step - loss: 4126.9453 - mean_absolute_error: 45.8003 - val_loss: 8645.7396 - val_mean_absolute_error: 61.9135
Epoch 3196/5000
148/148 [==============================] - 0s 27us/step - loss: 4126.2368 - mean_absolute_error: 45.7957 - val_loss: 8644.9017 - val_mean_absolute_error: 61.9106
Epoch 3197/5000
148/148 [==============================] - 0s 27us/step - loss: 4125.5327 - mean_absolute_error: 45.7914 - val_loss: 8644.1306 - val_mean_absolute_error: 61.9077
Epoch 3198/5000
148/148 [==============================] - 0s 27us/step - loss: 4124.8359 - mean_absolute_error: 45.7868 - val_loss: 8643.2966 - val_mean_absolute_error: 61.9047
Epoch 3199/5000
148/148 [==============================] - 0s 27us/step - loss: 4124.1357 - mean_absolute_error: 45.7823 - val_loss: 8642.5193 - val_mean_absolute_error: 61.9019
Epoch 3200/5000
148/148 [==============================] - 0s 27us/step - loss: 4123.4404 - mean_absolute_error: 45.7779 - val_loss: 8641.8039 - val_mean_absolute_error: 61.8992
Epoch 3201/5000
148/148 [==============================] - 0s 34us/step - loss: 4122.7456 - mean_absolute_error: 45.7731 - val_loss: 8641.0295 - val_mean_absolute_error: 61.8965
Epoch 3202/5000
148/148 [==============================] - 0s 27us/step - loss: 4122.0527 - mean_absolute_error: 45.7687 - val_loss: 8640.2480 - val_mean_absolute_error: 61.8937
Epoch 3203/5000
148/148 [==============================] - 0s 27us/step - loss: 4121.3545 - mean_absolute_error: 45.7642 - val_loss: 8639.4310 - val_mean_absolute_error: 61.8906
Epoch 3204/5000
148/148 [==============================] - 0s 27us/step - loss: 4120.6475 - mean_absolute_error: 45.7596 - val_loss: 8638.5434 - val_mean_absolute_error: 61.8875
Epoch 3205/5000
148/148 [==============================] - 0s 27us/step - loss: 4119.9482 - mean_absolute_error: 45.7550 - val_loss: 8637.6658 - val_mean_absolute_error: 61.8844
Epoch 3206/5000
148/148 [==============================] - 0s 20us/step - loss: 4119.2466 - mean_absolute_error: 45.7504 - val_loss: 8636.8975 - val_mean_absolute_error: 61.8814
Epoch 3207/5000
148/148 [==============================] - 0s 20us/step - loss: 4118.5518 - mean_absolute_error: 45.7454 - val_loss: 8636.0820 - val_mean_absolute_error: 61.8784
Epoch 3208/5000
148/148 [==============================] - 0s 27us/step - loss: 4117.8462 - mean_absolute_error: 45.7408 - val_loss: 8635.2599 - val_mean_absolute_error: 61.8754
Epoch 3209/5000
148/148 [==============================] - 0s 20us/step - loss: 4117.1543 - mean_absolute_error: 45.7363 - val_loss: 8634.5256 - val_mean_absolute_error: 61.8725
Epoch 3210/5000
148/148 [==============================] - 0s 27us/step - loss: 4116.4556 - mean_absolute_error: 45.7314 - val_loss: 8633.6654 - val_mean_absolute_error: 61.8693
Epoch 3211/5000
148/148 [==============================] - 0s 27us/step - loss: 4115.7598 - mean_absolute_error: 45.7270 - val_loss: 8632.8244 - val_mean_absolute_error: 61.8662
Epoch 3212/5000
148/148 [==============================] - 0s 27us/step - loss: 4115.0596 - mean_absolute_error: 45.7223 - val_loss: 8632.0468 - val_mean_absolute_error: 61.8632
Epoch 3213/5000
148/148 [==============================] - 0s 20us/step - loss: 4114.3726 - mean_absolute_error: 45.7177 - val_loss: 8631.3236 - val_mean_absolute_error: 61.8604
Epoch 3214/5000
148/148 [==============================] - 0s 27us/step - loss: 4113.6855 - mean_absolute_error: 45.7130 - val_loss: 8630.5241 - val_mean_absolute_error: 61.8573
Epoch 3215/5000
148/148 [==============================] - 0s 27us/step - loss: 4112.9810 - mean_absolute_error: 45.7086 - val_loss: 8629.6873 - val_mean_absolute_error: 61.8541
Epoch 3216/5000
148/148 [==============================] - 0s 27us/step - loss: 4112.2764 - mean_absolute_error: 45.7041 - val_loss: 8628.8721 - val_mean_absolute_error: 61.8510
Epoch 3217/5000
148/148 [==============================] - 0s 34us/step - loss: 4111.5986 - mean_absolute_error: 45.6996 - val_loss: 8628.0878 - val_mean_absolute_error: 61.8480
Epoch 3218/5000
148/148 [==============================] - 0s 27us/step - loss: 4110.8921 - mean_absolute_error: 45.6951 - val_loss: 8627.3827 - val_mean_absolute_error: 61.8455
Epoch 3219/5000
148/148 [==============================] - 0s 27us/step - loss: 4110.1836 - mean_absolute_error: 45.6905 - val_loss: 8626.6926 - val_mean_absolute_error: 61.8429
Epoch 3220/5000
148/148 [==============================] - 0s 34us/step - loss: 4109.5068 - mean_absolute_error: 45.6857 - val_loss: 8625.9657 - val_mean_absolute_error: 61.8401
Epoch 3221/5000
148/148 [==============================] - 0s 27us/step - loss: 4108.8213 - mean_absolute_error: 45.6810 - val_loss: 8625.1978 - val_mean_absolute_error: 61.8370
Epoch 3222/5000
148/148 [==============================] - 0s 27us/step - loss: 4108.1113 - mean_absolute_error: 45.6761 - val_loss: 8624.3574 - val_mean_absolute_error: 61.8337
Epoch 3223/5000
148/148 [==============================] - 0s 20us/step - loss: 4107.4170 - mean_absolute_error: 45.6715 - val_loss: 8623.4292 - val_mean_absolute_error: 61.8303
Epoch 3224/5000
148/148 [==============================] - 0s 27us/step - loss: 4106.7129 - mean_absolute_error: 45.6671 - val_loss: 8622.5522 - val_mean_absolute_error: 61.8271
Epoch 3225/5000
148/148 [==============================] - 0s 20us/step - loss: 4106.0127 - mean_absolute_error: 45.6625 - val_loss: 8621.7457 - val_mean_absolute_error: 61.8240
Epoch 3226/5000
148/148 [==============================] - 0s 34us/step - loss: 4105.3076 - mean_absolute_error: 45.6577 - val_loss: 8620.9904 - val_mean_absolute_error: 61.8211
Epoch 3227/5000
148/148 [==============================] - 0s 27us/step - loss: 4104.6392 - mean_absolute_error: 45.6529 - val_loss: 8620.2015 - val_mean_absolute_error: 61.8182
Epoch 3228/5000
148/148 [==============================] - 0s 27us/step - loss: 4103.9590 - mean_absolute_error: 45.6481 - val_loss: 8619.3628 - val_mean_absolute_error: 61.8152
Epoch 3229/5000
148/148 [==============================] - 0s 27us/step - loss: 4103.2563 - mean_absolute_error: 45.6435 - val_loss: 8618.4745 - val_mean_absolute_error: 61.8120
Epoch 3230/5000
148/148 [==============================] - 0s 27us/step - loss: 4102.5576 - mean_absolute_error: 45.6393 - val_loss: 8617.6306 - val_mean_absolute_error: 61.8088
Epoch 3231/5000
148/148 [==============================] - 0s 27us/step - loss: 4101.8701 - mean_absolute_error: 45.6350 - val_loss: 8616.8956 - val_mean_absolute_error: 61.8058
Epoch 3232/5000
148/148 [==============================] - 0s 34us/step - loss: 4101.1670 - mean_absolute_error: 45.6302 - val_loss: 8616.2184 - val_mean_absolute_error: 61.8029
Epoch 3233/5000
148/148 [==============================] - 0s 27us/step - loss: 4100.4844 - mean_absolute_error: 45.6253 - val_loss: 8615.5755 - val_mean_absolute_error: 61.8003
Epoch 3234/5000
148/148 [==============================] - 0s 27us/step - loss: 4099.8198 - mean_absolute_error: 45.6204 - val_loss: 8614.9172 - val_mean_absolute_error: 61.7978
Epoch 3235/5000
148/148 [==============================] - 0s 34us/step - loss: 4099.1284 - mean_absolute_error: 45.6157 - val_loss: 8614.1540 - val_mean_absolute_error: 61.7952
Epoch 3236/5000
148/148 [==============================] - 0s 27us/step - loss: 4098.4282 - mean_absolute_error: 45.6113 - val_loss: 8613.2747 - val_mean_absolute_error: 61.7923
Epoch 3237/5000
148/148 [==============================] - 0s 27us/step - loss: 4097.7144 - mean_absolute_error: 45.6072 - val_loss: 8612.3398 - val_mean_absolute_error: 61.7892
Epoch 3238/5000
148/148 [==============================] - 0s 27us/step - loss: 4097.0474 - mean_absolute_error: 45.6033 - val_loss: 8611.5173 - val_mean_absolute_error: 61.7862
Epoch 3239/5000
148/148 [==============================] - 0s 27us/step - loss: 4096.3638 - mean_absolute_error: 45.5990 - val_loss: 8610.7836 - val_mean_absolute_error: 61.7832
Epoch 3240/5000
148/148 [==============================] - 0s 27us/step - loss: 4095.6448 - mean_absolute_error: 45.5940 - val_loss: 8610.1198 - val_mean_absolute_error: 61.7802
Epoch 3241/5000
148/148 [==============================] - 0s 34us/step - loss: 4094.9460 - mean_absolute_error: 45.5888 - val_loss: 8609.3062 - val_mean_absolute_error: 61.7769
Epoch 3242/5000
148/148 [==============================] - 0s 20us/step - loss: 4094.2812 - mean_absolute_error: 45.5841 - val_loss: 8608.4023 - val_mean_absolute_error: 61.7736
Epoch 3243/5000
148/148 [==============================] - 0s 27us/step - loss: 4093.5776 - mean_absolute_error: 45.5797 - val_loss: 8607.4116 - val_mean_absolute_error: 61.7703
Epoch 3244/5000
148/148 [==============================] - 0s 20us/step - loss: 4092.8940 - mean_absolute_error: 45.5758 - val_loss: 8606.5461 - val_mean_absolute_error: 61.7671
Epoch 3245/5000
148/148 [==============================] - 0s 27us/step - loss: 4092.2095 - mean_absolute_error: 45.5714 - val_loss: 8605.8221 - val_mean_absolute_error: 61.7641
Epoch 3246/5000
148/148 [==============================] - 0s 27us/step - loss: 4091.5173 - mean_absolute_error: 45.5665 - val_loss: 8605.0732 - val_mean_absolute_error: 61.7611
Epoch 3247/5000
148/148 [==============================] - 0s 20us/step - loss: 4090.8103 - mean_absolute_error: 45.5617 - val_loss: 8604.2881 - val_mean_absolute_error: 61.7580
Epoch 3248/5000
148/148 [==============================] - 0s 27us/step - loss: 4090.1292 - mean_absolute_error: 45.5569 - val_loss: 8603.4487 - val_mean_absolute_error: 61.7549
Epoch 3249/5000
148/148 [==============================] - 0s 27us/step - loss: 4089.4636 - mean_absolute_error: 45.5527 - val_loss: 8602.6377 - val_mean_absolute_error: 61.7517
Epoch 3250/5000
148/148 [==============================] - 0s 27us/step - loss: 4088.7771 - mean_absolute_error: 45.5482 - val_loss: 8601.7942 - val_mean_absolute_error: 61.7484
Epoch 3251/5000
148/148 [==============================] - 0s 27us/step - loss: 4088.0884 - mean_absolute_error: 45.5439 - val_loss: 8600.9227 - val_mean_absolute_error: 61.7450
Epoch 3252/5000
148/148 [==============================] - 0s 20us/step - loss: 4087.4194 - mean_absolute_error: 45.5396 - val_loss: 8600.0345 - val_mean_absolute_error: 61.7415
Epoch 3253/5000
148/148 [==============================] - 0s 27us/step - loss: 4086.7446 - mean_absolute_error: 45.5353 - val_loss: 8599.2719 - val_mean_absolute_error: 61.7383
Epoch 3254/5000
148/148 [==============================] - 0s 27us/step - loss: 4086.0950 - mean_absolute_error: 45.5307 - val_loss: 8598.5148 - val_mean_absolute_error: 61.7354
Epoch 3255/5000
148/148 [==============================] - 0s 34us/step - loss: 4085.4270 - mean_absolute_error: 45.5261 - val_loss: 8597.7679 - val_mean_absolute_error: 61.7327
Epoch 3256/5000
148/148 [==============================] - 0s 27us/step - loss: 4084.7314 - mean_absolute_error: 45.5216 - val_loss: 8596.9360 - val_mean_absolute_error: 61.7299
Epoch 3257/5000
148/148 [==============================] - 0s 20us/step - loss: 4084.1008 - mean_absolute_error: 45.5176 - val_loss: 8596.1265 - val_mean_absolute_error: 61.7271
Epoch 3258/5000
148/148 [==============================] - 0s 27us/step - loss: 4083.4548 - mean_absolute_error: 45.5135 - val_loss: 8595.4100 - val_mean_absolute_error: 61.7243
Epoch 3259/5000
148/148 [==============================] - 0s 27us/step - loss: 4082.7825 - mean_absolute_error: 45.5089 - val_loss: 8594.6729 - val_mean_absolute_error: 61.7211
Epoch 3260/5000
148/148 [==============================] - 0s 20us/step - loss: 4082.0938 - mean_absolute_error: 45.5040 - val_loss: 8593.9204 - val_mean_absolute_error: 61.7179
Epoch 3261/5000
148/148 [==============================] - 0s 27us/step - loss: 4081.4214 - mean_absolute_error: 45.4992 - val_loss: 8593.1695 - val_mean_absolute_error: 61.7148
Epoch 3262/5000
148/148 [==============================] - 0s 34us/step - loss: 4080.7771 - mean_absolute_error: 45.4945 - val_loss: 8592.3384 - val_mean_absolute_error: 61.7118
Epoch 3263/5000
148/148 [==============================] - 0s 41us/step - loss: 4080.1035 - mean_absolute_error: 45.4902 - val_loss: 8591.5968 - val_mean_absolute_error: 61.7092
Epoch 3264/5000
148/148 [==============================] - 0s 27us/step - loss: 4079.4299 - mean_absolute_error: 45.4858 - val_loss: 8590.8258 - val_mean_absolute_error: 61.7066
Epoch 3265/5000
148/148 [==============================] - 0s 27us/step - loss: 4078.7771 - mean_absolute_error: 45.4815 - val_loss: 8589.9776 - val_mean_absolute_error: 61.7036
Epoch 3266/5000
148/148 [==============================] - 0s 34us/step - loss: 4078.1318 - mean_absolute_error: 45.4775 - val_loss: 8589.2123 - val_mean_absolute_error: 61.7007
Epoch 3267/5000
148/148 [==============================] - 0s 34us/step - loss: 4077.4700 - mean_absolute_error: 45.4729 - val_loss: 8588.5047 - val_mean_absolute_error: 61.6976
Epoch 3268/5000
148/148 [==============================] - 0s 34us/step - loss: 4076.7930 - mean_absolute_error: 45.4681 - val_loss: 8587.8551 - val_mean_absolute_error: 61.6946
Epoch 3269/5000
148/148 [==============================] - 0s 20us/step - loss: 4076.1521 - mean_absolute_error: 45.4633 - val_loss: 8587.1010 - val_mean_absolute_error: 61.6915
Epoch 3270/5000
148/148 [==============================] - 0s 34us/step - loss: 4075.4958 - mean_absolute_error: 45.4589 - val_loss: 8586.3065 - val_mean_absolute_error: 61.6886
Epoch 3271/5000
148/148 [==============================] - 0s 20us/step - loss: 4074.8306 - mean_absolute_error: 45.4547 - val_loss: 8585.5681 - val_mean_absolute_error: 61.6860
Epoch 3272/5000
148/148 [==============================] - 0s 27us/step - loss: 4074.1650 - mean_absolute_error: 45.4505 - val_loss: 8584.8620 - val_mean_absolute_error: 61.6836
Epoch 3273/5000
148/148 [==============================] - 0s 34us/step - loss: 4073.5005 - mean_absolute_error: 45.4461 - val_loss: 8584.1622 - val_mean_absolute_error: 61.6811
Epoch 3274/5000
148/148 [==============================] - 0s 20us/step - loss: 4072.8467 - mean_absolute_error: 45.4417 - val_loss: 8583.3689 - val_mean_absolute_error: 61.6782
Epoch 3275/5000
148/148 [==============================] - 0s 27us/step - loss: 4072.1853 - mean_absolute_error: 45.4373 - val_loss: 8582.6638 - val_mean_absolute_error: 61.6753
Epoch 3276/5000
148/148 [==============================] - 0s 20us/step - loss: 4071.5410 - mean_absolute_error: 45.4323 - val_loss: 8581.9090 - val_mean_absolute_error: 61.6725
Epoch 3277/5000
148/148 [==============================] - 0s 27us/step - loss: 4070.9050 - mean_absolute_error: 45.4277 - val_loss: 8581.1036 - val_mean_absolute_error: 61.6696
Epoch 3278/5000
148/148 [==============================] - 0s 27us/step - loss: 4070.2344 - mean_absolute_error: 45.4233 - val_loss: 8580.2289 - val_mean_absolute_error: 61.6667
Epoch 3279/5000
148/148 [==============================] - 0s 20us/step - loss: 4069.5730 - mean_absolute_error: 45.4193 - val_loss: 8579.5044 - val_mean_absolute_error: 61.6640
Epoch 3280/5000
148/148 [==============================] - 0s 27us/step - loss: 4068.9316 - mean_absolute_error: 45.4150 - val_loss: 8578.8537 - val_mean_absolute_error: 61.6614
Epoch 3281/5000
148/148 [==============================] - 0s 27us/step - loss: 4068.2698 - mean_absolute_error: 45.4105 - val_loss: 8578.2676 - val_mean_absolute_error: 61.6592
Epoch 3282/5000
148/148 [==============================] - 0s 20us/step - loss: 4067.6145 - mean_absolute_error: 45.4057 - val_loss: 8577.6945 - val_mean_absolute_error: 61.6571
Epoch 3283/5000
148/148 [==============================] - 0s 34us/step - loss: 4066.9658 - mean_absolute_error: 45.4009 - val_loss: 8576.9857 - val_mean_absolute_error: 61.6548
Epoch 3284/5000
148/148 [==============================] - 0s 20us/step - loss: 4066.3130 - mean_absolute_error: 45.3964 - val_loss: 8576.1823 - val_mean_absolute_error: 61.6524
Epoch 3285/5000
148/148 [==============================] - 0s 20us/step - loss: 4065.6470 - mean_absolute_error: 45.3923 - val_loss: 8575.3883 - val_mean_absolute_error: 61.6502
Epoch 3286/5000
148/148 [==============================] - 0s 27us/step - loss: 4064.9946 - mean_absolute_error: 45.3883 - val_loss: 8574.7150 - val_mean_absolute_error: 61.6481
Epoch 3287/5000
148/148 [==============================] - 0s 27us/step - loss: 4064.3398 - mean_absolute_error: 45.3839 - val_loss: 8574.1671 - val_mean_absolute_error: 61.6462
Epoch 3288/5000
148/148 [==============================] - 0s 27us/step - loss: 4063.6660 - mean_absolute_error: 45.3790 - val_loss: 8573.5960 - val_mean_absolute_error: 61.6441
Epoch 3289/5000
148/148 [==============================] - 0s 27us/step - loss: 4063.0266 - mean_absolute_error: 45.3743 - val_loss: 8572.9118 - val_mean_absolute_error: 61.6418
Epoch 3290/5000
148/148 [==============================] - 0s 27us/step - loss: 4062.3633 - mean_absolute_error: 45.3697 - val_loss: 8572.1536 - val_mean_absolute_error: 61.6395
Epoch 3291/5000
148/148 [==============================] - 0s 27us/step - loss: 4061.7048 - mean_absolute_error: 45.3654 - val_loss: 8571.3725 - val_mean_absolute_error: 61.6371
Epoch 3292/5000
148/148 [==============================] - 0s 27us/step - loss: 4061.0630 - mean_absolute_error: 45.3611 - val_loss: 8570.6537 - val_mean_absolute_error: 61.6347
Epoch 3293/5000
148/148 [==============================] - 0s 27us/step - loss: 4060.4197 - mean_absolute_error: 45.3566 - val_loss: 8569.9322 - val_mean_absolute_error: 61.6325
Epoch 3294/5000
148/148 [==============================] - 0s 27us/step - loss: 4059.7593 - mean_absolute_error: 45.3522 - val_loss: 8569.2974 - val_mean_absolute_error: 61.6305
Epoch 3295/5000
148/148 [==============================] - 0s 27us/step - loss: 4059.1060 - mean_absolute_error: 45.3477 - val_loss: 8568.7136 - val_mean_absolute_error: 61.6285
Epoch 3296/5000
148/148 [==============================] - 0s 20us/step - loss: 4058.4446 - mean_absolute_error: 45.3429 - val_loss: 8568.0524 - val_mean_absolute_error: 61.6264
Epoch 3297/5000
148/148 [==============================] - 0s 27us/step - loss: 4057.7917 - mean_absolute_error: 45.3383 - val_loss: 8567.2960 - val_mean_absolute_error: 61.6241
Epoch 3298/5000
148/148 [==============================] - 0s 27us/step - loss: 4057.1367 - mean_absolute_error: 45.3341 - val_loss: 8566.4870 - val_mean_absolute_error: 61.6215
Epoch 3299/5000
148/148 [==============================] - 0s 20us/step - loss: 4056.5093 - mean_absolute_error: 45.3302 - val_loss: 8565.7893 - val_mean_absolute_error: 61.6192
Epoch 3300/5000
148/148 [==============================] - 0s 27us/step - loss: 4055.8628 - mean_absolute_error: 45.3259 - val_loss: 8565.1787 - val_mean_absolute_error: 61.6171
Epoch 3301/5000
148/148 [==============================] - 0s 34us/step - loss: 4055.1790 - mean_absolute_error: 45.3209 - val_loss: 8564.6863 - val_mean_absolute_error: 61.6154
Epoch 3302/5000
148/148 [==============================] - 0s 27us/step - loss: 4054.5579 - mean_absolute_error: 45.3159 - val_loss: 8564.0917 - val_mean_absolute_error: 61.6136
Epoch 3303/5000
148/148 [==============================] - 0s 20us/step - loss: 4053.9160 - mean_absolute_error: 45.3114 - val_loss: 8563.3974 - val_mean_absolute_error: 61.6117
Epoch 3304/5000
148/148 [==============================] - 0s 27us/step - loss: 4053.2524 - mean_absolute_error: 45.3072 - val_loss: 8562.6088 - val_mean_absolute_error: 61.6095
Epoch 3305/5000
148/148 [==============================] - 0s 27us/step - loss: 4052.6047 - mean_absolute_error: 45.3033 - val_loss: 8561.7971 - val_mean_absolute_error: 61.6071
Epoch 3306/5000
148/148 [==============================] - 0s 27us/step - loss: 4051.9607 - mean_absolute_error: 45.2993 - val_loss: 8561.0846 - val_mean_absolute_error: 61.6048
Epoch 3307/5000
148/148 [==============================] - 0s 27us/step - loss: 4051.2957 - mean_absolute_error: 45.2947 - val_loss: 8560.4760 - val_mean_absolute_error: 61.6027
Epoch 3308/5000
148/148 [==============================] - 0s 27us/step - loss: 4050.6279 - mean_absolute_error: 45.2895 - val_loss: 8559.9265 - val_mean_absolute_error: 61.6008
Epoch 3309/5000
148/148 [==============================] - 0s 20us/step - loss: 4050.0227 - mean_absolute_error: 45.2844 - val_loss: 8559.2755 - val_mean_absolute_error: 61.5987
Epoch 3310/5000
148/148 [==============================] - 0s 27us/step - loss: 4049.3911 - mean_absolute_error: 45.2796 - val_loss: 8558.5219 - val_mean_absolute_error: 61.5965
Epoch 3311/5000
148/148 [==============================] - 0s 27us/step - loss: 4048.7183 - mean_absolute_error: 45.2752 - val_loss: 8557.6876 - val_mean_absolute_error: 61.5943
Epoch 3312/5000
148/148 [==============================] - 0s 20us/step - loss: 4048.0342 - mean_absolute_error: 45.2712 - val_loss: 8556.8375 - val_mean_absolute_error: 61.5918
Epoch 3313/5000
148/148 [==============================] - 0s 20us/step - loss: 4047.3975 - mean_absolute_error: 45.2673 - val_loss: 8556.0937 - val_mean_absolute_error: 61.5895
Epoch 3314/5000
148/148 [==============================] - 0s 34us/step - loss: 4046.7478 - mean_absolute_error: 45.2630 - val_loss: 8555.4460 - val_mean_absolute_error: 61.5874
Epoch 3315/5000
148/148 [==============================] - 0s 20us/step - loss: 4046.0811 - mean_absolute_error: 45.2581 - val_loss: 8554.8757 - val_mean_absolute_error: 61.5854
Epoch 3316/5000
148/148 [==============================] - 0s 34us/step - loss: 4045.4336 - mean_absolute_error: 45.2533 - val_loss: 8554.3018 - val_mean_absolute_error: 61.5836
Epoch 3317/5000
148/148 [==============================] - 0s 27us/step - loss: 4044.7927 - mean_absolute_error: 45.2486 - val_loss: 8553.6701 - val_mean_absolute_error: 61.5818
Epoch 3318/5000
148/148 [==============================] - 0s 27us/step - loss: 4044.1411 - mean_absolute_error: 45.2442 - val_loss: 8552.9632 - val_mean_absolute_error: 61.5799
Epoch 3319/5000
148/148 [==============================] - 0s 20us/step - loss: 4043.4946 - mean_absolute_error: 45.2400 - val_loss: 8552.2236 - val_mean_absolute_error: 61.5777
Epoch 3320/5000
148/148 [==============================] - 0s 27us/step - loss: 4042.8420 - mean_absolute_error: 45.2358 - val_loss: 8551.4234 - val_mean_absolute_error: 61.5752
Epoch 3321/5000
148/148 [==============================] - 0s 27us/step - loss: 4042.1926 - mean_absolute_error: 45.2317 - val_loss: 8550.6720 - val_mean_absolute_error: 61.5727
Epoch 3322/5000
148/148 [==============================] - 0s 27us/step - loss: 4041.5596 - mean_absolute_error: 45.2275 - val_loss: 8549.9532 - val_mean_absolute_error: 61.5703
Epoch 3323/5000
148/148 [==============================] - 0s 34us/step - loss: 4040.9021 - mean_absolute_error: 45.2232 - val_loss: 8549.2831 - val_mean_absolute_error: 61.5681
Epoch 3324/5000
148/148 [==============================] - 0s 27us/step - loss: 4040.2449 - mean_absolute_error: 45.2185 - val_loss: 8548.6754 - val_mean_absolute_error: 61.5661
Epoch 3325/5000
148/148 [==============================] - 0s 27us/step - loss: 4039.5933 - mean_absolute_error: 45.2135 - val_loss: 8548.0764 - val_mean_absolute_error: 61.5640
Epoch 3326/5000
148/148 [==============================] - 0s 20us/step - loss: 4038.9492 - mean_absolute_error: 45.2086 - val_loss: 8547.4543 - val_mean_absolute_error: 61.5619
Epoch 3327/5000
148/148 [==============================] - 0s 34us/step - loss: 4038.3120 - mean_absolute_error: 45.2038 - val_loss: 8546.7836 - val_mean_absolute_error: 61.5597
Epoch 3328/5000
148/148 [==============================] - 0s 27us/step - loss: 4037.6741 - mean_absolute_error: 45.1992 - val_loss: 8546.0085 - val_mean_absolute_error: 61.5574
Epoch 3329/5000
148/148 [==============================] - 0s 27us/step - loss: 4036.9983 - mean_absolute_error: 45.1951 - val_loss: 8545.1413 - val_mean_absolute_error: 61.5549
Epoch 3330/5000
148/148 [==============================] - 0s 34us/step - loss: 4036.3442 - mean_absolute_error: 45.1914 - val_loss: 8544.3920 - val_mean_absolute_error: 61.5525
Epoch 3331/5000
148/148 [==============================] - 0s 27us/step - loss: 4035.7117 - mean_absolute_error: 45.1873 - val_loss: 8543.7529 - val_mean_absolute_error: 61.5503
Epoch 3332/5000
148/148 [==============================] - 0s 27us/step - loss: 4035.0493 - mean_absolute_error: 45.1826 - val_loss: 8543.1440 - val_mean_absolute_error: 61.5484
Epoch 3333/5000
148/148 [==============================] - 0s 27us/step - loss: 4034.3970 - mean_absolute_error: 45.1779 - val_loss: 8542.5160 - val_mean_absolute_error: 61.5465
Epoch 3334/5000
148/148 [==============================] - 0s 27us/step - loss: 4033.7336 - mean_absolute_error: 45.1733 - val_loss: 8541.8560 - val_mean_absolute_error: 61.5446
Epoch 3335/5000
148/148 [==============================] - 0s 27us/step - loss: 4033.1052 - mean_absolute_error: 45.1687 - val_loss: 8541.1641 - val_mean_absolute_error: 61.5424
Epoch 3336/5000
148/148 [==============================] - 0s 27us/step - loss: 4032.4607 - mean_absolute_error: 45.1641 - val_loss: 8540.4671 - val_mean_absolute_error: 61.5401
Epoch 3337/5000
148/148 [==============================] - 0s 27us/step - loss: 4031.8010 - mean_absolute_error: 45.1597 - val_loss: 8539.7268 - val_mean_absolute_error: 61.5377
Epoch 3338/5000
148/148 [==============================] - 0s 27us/step - loss: 4031.1604 - mean_absolute_error: 45.1556 - val_loss: 8538.9409 - val_mean_absolute_error: 61.5353
Epoch 3339/5000
148/148 [==============================] - 0s 34us/step - loss: 4030.5305 - mean_absolute_error: 45.1516 - val_loss: 8538.2845 - val_mean_absolute_error: 61.5331
Epoch 3340/5000
148/148 [==============================] - 0s 34us/step - loss: 4029.8687 - mean_absolute_error: 45.1470 - val_loss: 8537.7464 - val_mean_absolute_error: 61.5311
Epoch 3341/5000
148/148 [==============================] - 0s 20us/step - loss: 4029.2119 - mean_absolute_error: 45.1422 - val_loss: 8537.1525 - val_mean_absolute_error: 61.5291
Epoch 3342/5000
148/148 [==============================] - 0s 27us/step - loss: 4028.5806 - mean_absolute_error: 45.1375 - val_loss: 8536.4729 - val_mean_absolute_error: 61.5271
Epoch 3343/5000
148/148 [==============================] - 0s 27us/step - loss: 4027.9346 - mean_absolute_error: 45.1330 - val_loss: 8535.6818 - val_mean_absolute_error: 61.5247
Epoch 3344/5000
148/148 [==============================] - 0s 27us/step - loss: 4027.2825 - mean_absolute_error: 45.1289 - val_loss: 8534.9101 - val_mean_absolute_error: 61.5222
Epoch 3345/5000
148/148 [==============================] - 0s 27us/step - loss: 4026.6487 - mean_absolute_error: 45.1246 - val_loss: 8534.2013 - val_mean_absolute_error: 61.5196
Epoch 3346/5000
148/148 [==============================] - 0s 27us/step - loss: 4025.9932 - mean_absolute_error: 45.1200 - val_loss: 8533.5226 - val_mean_absolute_error: 61.5173
Epoch 3347/5000
148/148 [==============================] - 0s 34us/step - loss: 4025.3552 - mean_absolute_error: 45.1154 - val_loss: 8532.8026 - val_mean_absolute_error: 61.5152
Epoch 3348/5000
148/148 [==============================] - 0s 27us/step - loss: 4024.7007 - mean_absolute_error: 45.1109 - val_loss: 8532.0348 - val_mean_absolute_error: 61.5131
Epoch 3349/5000
148/148 [==============================] - 0s 27us/step - loss: 4024.0637 - mean_absolute_error: 45.1068 - val_loss: 8531.3554 - val_mean_absolute_error: 61.5110
Epoch 3350/5000
148/148 [==============================] - 0s 27us/step - loss: 4023.4194 - mean_absolute_error: 45.1023 - val_loss: 8530.7566 - val_mean_absolute_error: 61.5091
Epoch 3351/5000
148/148 [==============================] - 0s 34us/step - loss: 4022.7761 - mean_absolute_error: 45.0977 - val_loss: 8530.1477 - val_mean_absolute_error: 61.5069
Epoch 3352/5000
148/148 [==============================] - 0s 27us/step - loss: 4022.1301 - mean_absolute_error: 45.0930 - val_loss: 8529.4637 - val_mean_absolute_error: 61.5043
Epoch 3353/5000
148/148 [==============================] - 0s 27us/step - loss: 4021.4785 - mean_absolute_error: 45.0885 - val_loss: 8528.7817 - val_mean_absolute_error: 61.5019
Epoch 3354/5000
148/148 [==============================] - 0s 34us/step - loss: 4020.8379 - mean_absolute_error: 45.0842 - val_loss: 8528.1361 - val_mean_absolute_error: 61.4997
Epoch 3355/5000
148/148 [==============================] - 0s 27us/step - loss: 4020.2070 - mean_absolute_error: 45.0797 - val_loss: 8527.5042 - val_mean_absolute_error: 61.4977
Epoch 3356/5000
148/148 [==============================] - 0s 27us/step - loss: 4019.5632 - mean_absolute_error: 45.0751 - val_loss: 8526.7696 - val_mean_absolute_error: 61.4956
Epoch 3357/5000
148/148 [==============================] - 0s 27us/step - loss: 4018.9150 - mean_absolute_error: 45.0709 - val_loss: 8526.0107 - val_mean_absolute_error: 61.4934
Epoch 3358/5000
148/148 [==============================] - 0s 27us/step - loss: 4018.2708 - mean_absolute_error: 45.0666 - val_loss: 8525.3612 - val_mean_absolute_error: 61.4913
Epoch 3359/5000
148/148 [==============================] - 0s 27us/step - loss: 4017.6208 - mean_absolute_error: 45.0619 - val_loss: 8524.6286 - val_mean_absolute_error: 61.4887
Epoch 3360/5000
148/148 [==============================] - 0s 27us/step - loss: 4016.9937 - mean_absolute_error: 45.0573 - val_loss: 8523.9157 - val_mean_absolute_error: 61.4864
Epoch 3361/5000
148/148 [==============================] - 0s 27us/step - loss: 4016.3589 - mean_absolute_error: 45.0530 - val_loss: 8523.2654 - val_mean_absolute_error: 61.4843
Epoch 3362/5000
148/148 [==============================] - 0s 34us/step - loss: 4015.7302 - mean_absolute_error: 45.0486 - val_loss: 8522.6170 - val_mean_absolute_error: 61.4824
Epoch 3363/5000
148/148 [==============================] - 0s 27us/step - loss: 4015.0925 - mean_absolute_error: 45.0444 - val_loss: 8522.0615 - val_mean_absolute_error: 61.4806
Epoch 3364/5000
148/148 [==============================] - 0s 34us/step - loss: 4014.4688 - mean_absolute_error: 45.0399 - val_loss: 8521.4654 - val_mean_absolute_error: 61.4785
Epoch 3365/5000
148/148 [==============================] - 0s 27us/step - loss: 4013.8374 - mean_absolute_error: 45.0353 - val_loss: 8520.8308 - val_mean_absolute_error: 61.4762
Epoch 3366/5000
148/148 [==============================] - 0s 34us/step - loss: 4013.1868 - mean_absolute_error: 45.0308 - val_loss: 8520.2031 - val_mean_absolute_error: 61.4741
Epoch 3367/5000
148/148 [==============================] - 0s 27us/step - loss: 4012.5457 - mean_absolute_error: 45.0263 - val_loss: 8519.5093 - val_mean_absolute_error: 61.4720
Epoch 3368/5000
148/148 [==============================] - 0s 27us/step - loss: 4011.9165 - mean_absolute_error: 45.0221 - val_loss: 8518.8638 - val_mean_absolute_error: 61.4701
Epoch 3369/5000
148/148 [==============================] - 0s 27us/step - loss: 4011.2715 - mean_absolute_error: 45.0178 - val_loss: 8518.1794 - val_mean_absolute_error: 61.4683
Epoch 3370/5000
148/148 [==============================] - 0s 27us/step - loss: 4010.6406 - mean_absolute_error: 45.0138 - val_loss: 8517.5413 - val_mean_absolute_error: 61.4664
Epoch 3371/5000
148/148 [==============================] - 0s 27us/step - loss: 4010.0007 - mean_absolute_error: 45.0094 - val_loss: 8516.9851 - val_mean_absolute_error: 61.4646
Epoch 3372/5000
148/148 [==============================] - 0s 34us/step - loss: 4009.3726 - mean_absolute_error: 45.0047 - val_loss: 8516.4568 - val_mean_absolute_error: 61.4629
Epoch 3373/5000
148/148 [==============================] - 0s 27us/step - loss: 4008.7305 - mean_absolute_error: 45.0000 - val_loss: 8515.9074 - val_mean_absolute_error: 61.4611
Epoch 3374/5000
148/148 [==============================] - 0s 27us/step - loss: 4008.1006 - mean_absolute_error: 44.9954 - val_loss: 8515.2573 - val_mean_absolute_error: 61.4593
Epoch 3375/5000
148/148 [==============================] - 0s 27us/step - loss: 4007.4653 - mean_absolute_error: 44.9914 - val_loss: 8514.5984 - val_mean_absolute_error: 61.4573
Epoch 3376/5000
148/148 [==============================] - 0s 20us/step - loss: 4006.8333 - mean_absolute_error: 44.9872 - val_loss: 8514.0338 - val_mean_absolute_error: 61.4554
Epoch 3377/5000
148/148 [==============================] - 0s 27us/step - loss: 4006.1956 - mean_absolute_error: 44.9827 - val_loss: 8513.4300 - val_mean_absolute_error: 61.4533
Epoch 3378/5000
148/148 [==============================] - 0s 27us/step - loss: 4005.5532 - mean_absolute_error: 44.9780 - val_loss: 8512.7158 - val_mean_absolute_error: 61.4510
Epoch 3379/5000
148/148 [==============================] - 0s 27us/step - loss: 4004.9058 - mean_absolute_error: 44.9736 - val_loss: 8512.0025 - val_mean_absolute_error: 61.4489
Epoch 3380/5000
148/148 [==============================] - 0s 20us/step - loss: 4004.2759 - mean_absolute_error: 44.9692 - val_loss: 8511.3401 - val_mean_absolute_error: 61.4469
Epoch 3381/5000
148/148 [==============================] - 0s 20us/step - loss: 4003.6348 - mean_absolute_error: 44.9647 - val_loss: 8510.7102 - val_mean_absolute_error: 61.4449
Epoch 3382/5000
148/148 [==============================] - 0s 20us/step - loss: 4002.9861 - mean_absolute_error: 44.9602 - val_loss: 8510.1087 - val_mean_absolute_error: 61.4428
Epoch 3383/5000
148/148 [==============================] - 0s 34us/step - loss: 4002.3281 - mean_absolute_error: 44.9555 - val_loss: 8509.5271 - val_mean_absolute_error: 61.4409
Epoch 3384/5000
148/148 [==============================] - 0s 27us/step - loss: 4001.6990 - mean_absolute_error: 44.9510 - val_loss: 8508.9410 - val_mean_absolute_error: 61.4388
Epoch 3385/5000
148/148 [==============================] - 0s 27us/step - loss: 4001.0630 - mean_absolute_error: 44.9463 - val_loss: 8508.3094 - val_mean_absolute_error: 61.4364
Epoch 3386/5000
148/148 [==============================] - 0s 27us/step - loss: 4000.4180 - mean_absolute_error: 44.9415 - val_loss: 8507.5774 - val_mean_absolute_error: 61.4339
Epoch 3387/5000
148/148 [==============================] - 0s 20us/step - loss: 3999.7732 - mean_absolute_error: 44.9371 - val_loss: 8506.7983 - val_mean_absolute_error: 61.4315
Epoch 3388/5000
148/148 [==============================] - 0s 27us/step - loss: 3999.1199 - mean_absolute_error: 44.9328 - val_loss: 8506.1110 - val_mean_absolute_error: 61.4292
Epoch 3389/5000
148/148 [==============================] - 0s 27us/step - loss: 3998.5012 - mean_absolute_error: 44.9284 - val_loss: 8505.4767 - val_mean_absolute_error: 61.4271
Epoch 3390/5000
148/148 [==============================] - 0s 27us/step - loss: 3997.8518 - mean_absolute_error: 44.9238 - val_loss: 8504.8864 - val_mean_absolute_error: 61.4252
Epoch 3391/5000
148/148 [==============================] - 0s 27us/step - loss: 3997.2036 - mean_absolute_error: 44.9193 - val_loss: 8504.3213 - val_mean_absolute_error: 61.4233
Epoch 3392/5000
148/148 [==============================] - 0s 20us/step - loss: 3996.5679 - mean_absolute_error: 44.9149 - val_loss: 8503.7385 - val_mean_absolute_error: 61.4213
Epoch 3393/5000
148/148 [==============================] - 0s 27us/step - loss: 3995.9185 - mean_absolute_error: 44.9103 - val_loss: 8503.1071 - val_mean_absolute_error: 61.4189
Epoch 3394/5000
148/148 [==============================] - 0s 27us/step - loss: 3995.2795 - mean_absolute_error: 44.9055 - val_loss: 8502.3997 - val_mean_absolute_error: 61.4163
Epoch 3395/5000
148/148 [==============================] - 0s 20us/step - loss: 3994.6470 - mean_absolute_error: 44.9009 - val_loss: 8501.7097 - val_mean_absolute_error: 61.4139
Epoch 3396/5000
148/148 [==============================] - 0s 27us/step - loss: 3994.0105 - mean_absolute_error: 44.8963 - val_loss: 8501.0747 - val_mean_absolute_error: 61.4118
Epoch 3397/5000
148/148 [==============================] - 0s 27us/step - loss: 3993.3350 - mean_absolute_error: 44.8916 - val_loss: 8500.5045 - val_mean_absolute_error: 61.4100
Epoch 3398/5000
148/148 [==============================] - 0s 34us/step - loss: 3992.7026 - mean_absolute_error: 44.8868 - val_loss: 8499.8987 - val_mean_absolute_error: 61.4079
Epoch 3399/5000
148/148 [==============================] - 0s 27us/step - loss: 3992.0637 - mean_absolute_error: 44.8821 - val_loss: 8499.2741 - val_mean_absolute_error: 61.4056
Epoch 3400/5000
148/148 [==============================] - 0s 27us/step - loss: 3991.4363 - mean_absolute_error: 44.8775 - val_loss: 8498.5458 - val_mean_absolute_error: 61.4032
Epoch 3401/5000
148/148 [==============================] - 0s 20us/step - loss: 3990.7742 - mean_absolute_error: 44.8732 - val_loss: 8497.8225 - val_mean_absolute_error: 61.4008
Epoch 3402/5000
148/148 [==============================] - 0s 27us/step - loss: 3990.1255 - mean_absolute_error: 44.8690 - val_loss: 8497.1378 - val_mean_absolute_error: 61.3983
Epoch 3403/5000
148/148 [==============================] - 0s 20us/step - loss: 3989.5005 - mean_absolute_error: 44.8648 - val_loss: 8496.5467 - val_mean_absolute_error: 61.3961
Epoch 3404/5000
148/148 [==============================] - 0s 27us/step - loss: 3988.8594 - mean_absolute_error: 44.8602 - val_loss: 8496.0314 - val_mean_absolute_error: 61.3940
Epoch 3405/5000
148/148 [==============================] - 0s 27us/step - loss: 3988.2117 - mean_absolute_error: 44.8553 - val_loss: 8495.4786 - val_mean_absolute_error: 61.3920
Epoch 3406/5000
148/148 [==============================] - 0s 27us/step - loss: 3987.5625 - mean_absolute_error: 44.8505 - val_loss: 8494.9086 - val_mean_absolute_error: 61.3902
Epoch 3407/5000
148/148 [==============================] - 0s 27us/step - loss: 3986.9341 - mean_absolute_error: 44.8458 - val_loss: 8494.2708 - val_mean_absolute_error: 61.3883
Epoch 3408/5000
148/148 [==============================] - 0s 27us/step - loss: 3986.2834 - mean_absolute_error: 44.8415 - val_loss: 8493.6002 - val_mean_absolute_error: 61.3862
Epoch 3409/5000
148/148 [==============================] - 0s 20us/step - loss: 3985.6667 - mean_absolute_error: 44.8375 - val_loss: 8492.9396 - val_mean_absolute_error: 61.3839
Epoch 3410/5000
148/148 [==============================] - 0s 27us/step - loss: 3985.0127 - mean_absolute_error: 44.8330 - val_loss: 8492.2796 - val_mean_absolute_error: 61.3814
Epoch 3411/5000
148/148 [==============================] - 0s 20us/step - loss: 3984.3560 - mean_absolute_error: 44.8281 - val_loss: 8491.5653 - val_mean_absolute_error: 61.3787
Epoch 3412/5000
148/148 [==============================] - 0s 34us/step - loss: 3983.7180 - mean_absolute_error: 44.8232 - val_loss: 8490.7869 - val_mean_absolute_error: 61.3758
Epoch 3413/5000
148/148 [==============================] - 0s 20us/step - loss: 3983.0930 - mean_absolute_error: 44.8186 - val_loss: 8490.0091 - val_mean_absolute_error: 61.3732
Epoch 3414/5000
148/148 [==============================] - 0s 27us/step - loss: 3982.4502 - mean_absolute_error: 44.8141 - val_loss: 8489.3312 - val_mean_absolute_error: 61.3711
Epoch 3415/5000
148/148 [==============================] - 0s 27us/step - loss: 3981.7864 - mean_absolute_error: 44.8093 - val_loss: 8488.7038 - val_mean_absolute_error: 61.3692
Epoch 3416/5000
148/148 [==============================] - 0s 34us/step - loss: 3981.1296 - mean_absolute_error: 44.8047 - val_loss: 8488.0268 - val_mean_absolute_error: 61.3670
Epoch 3417/5000
148/148 [==============================] - 0s 20us/step - loss: 3980.5105 - mean_absolute_error: 44.8003 - val_loss: 8487.3206 - val_mean_absolute_error: 61.3646
Epoch 3418/5000
148/148 [==============================] - 0s 34us/step - loss: 3979.8652 - mean_absolute_error: 44.7958 - val_loss: 8486.6762 - val_mean_absolute_error: 61.3622
Epoch 3419/5000
148/148 [==============================] - 0s 27us/step - loss: 3979.2212 - mean_absolute_error: 44.7911 - val_loss: 8486.0461 - val_mean_absolute_error: 61.3597
Epoch 3420/5000
148/148 [==============================] - 0s 27us/step - loss: 3978.5874 - mean_absolute_error: 44.7863 - val_loss: 8485.3346 - val_mean_absolute_error: 61.3571
Epoch 3421/5000
148/148 [==============================] - 0s 27us/step - loss: 3977.9438 - mean_absolute_error: 44.7818 - val_loss: 8484.6594 - val_mean_absolute_error: 61.3548
Epoch 3422/5000
148/148 [==============================] - 0s 27us/step - loss: 3977.3154 - mean_absolute_error: 44.7774 - val_loss: 8483.9343 - val_mean_absolute_error: 61.3526
Epoch 3423/5000
148/148 [==============================] - 0s 20us/step - loss: 3976.6743 - mean_absolute_error: 44.7732 - val_loss: 8483.1524 - val_mean_absolute_error: 61.3502
Epoch 3424/5000
148/148 [==============================] - 0s 27us/step - loss: 3976.0376 - mean_absolute_error: 44.7690 - val_loss: 8482.4564 - val_mean_absolute_error: 61.3478
Epoch 3425/5000
148/148 [==============================] - 0s 27us/step - loss: 3975.3901 - mean_absolute_error: 44.7644 - val_loss: 8481.8396 - val_mean_absolute_error: 61.3455
Epoch 3426/5000
148/148 [==============================] - 0s 27us/step - loss: 3974.7336 - mean_absolute_error: 44.7596 - val_loss: 8481.3014 - val_mean_absolute_error: 61.3433
Epoch 3427/5000
148/148 [==============================] - 0s 20us/step - loss: 3974.1001 - mean_absolute_error: 44.7547 - val_loss: 8480.6625 - val_mean_absolute_error: 61.3412
Epoch 3428/5000
148/148 [==============================] - 0s 34us/step - loss: 3973.4468 - mean_absolute_error: 44.7502 - val_loss: 8479.9604 - val_mean_absolute_error: 61.3390
Epoch 3429/5000
148/148 [==============================] - 0s 27us/step - loss: 3972.8054 - mean_absolute_error: 44.7462 - val_loss: 8479.3272 - val_mean_absolute_error: 61.3368
Epoch 3430/5000
148/148 [==============================] - 0s 27us/step - loss: 3972.1741 - mean_absolute_error: 44.7418 - val_loss: 8478.7545 - val_mean_absolute_error: 61.3347
Epoch 3431/5000
148/148 [==============================] - 0s 34us/step - loss: 3971.5208 - mean_absolute_error: 44.7371 - val_loss: 8478.0934 - val_mean_absolute_error: 61.3323
Epoch 3432/5000
148/148 [==============================] - 0s 27us/step - loss: 3970.8789 - mean_absolute_error: 44.7323 - val_loss: 8477.3800 - val_mean_absolute_error: 61.3300
Epoch 3433/5000
148/148 [==============================] - 0s 27us/step - loss: 3970.2471 - mean_absolute_error: 44.7279 - val_loss: 8476.6453 - val_mean_absolute_error: 61.3278
Epoch 3434/5000
148/148 [==============================] - 0s 20us/step - loss: 3969.6191 - mean_absolute_error: 44.7235 - val_loss: 8476.0266 - val_mean_absolute_error: 61.3258
Epoch 3435/5000
148/148 [==============================] - 0s 20us/step - loss: 3968.9634 - mean_absolute_error: 44.7184 - val_loss: 8475.3864 - val_mean_absolute_error: 61.3236
Epoch 3436/5000
148/148 [==============================] - 0s 27us/step - loss: 3968.3398 - mean_absolute_error: 44.7137 - val_loss: 8474.6584 - val_mean_absolute_error: 61.3213
Epoch 3437/5000
148/148 [==============================] - 0s 20us/step - loss: 3967.7107 - mean_absolute_error: 44.7094 - val_loss: 8473.9688 - val_mean_absolute_error: 61.3189
Epoch 3438/5000
148/148 [==============================] - 0s 41us/step - loss: 3967.0608 - mean_absolute_error: 44.7048 - val_loss: 8473.2913 - val_mean_absolute_error: 61.3163
Epoch 3439/5000
148/148 [==============================] - 0s 27us/step - loss: 3966.4312 - mean_absolute_error: 44.7002 - val_loss: 8472.5764 - val_mean_absolute_error: 61.3136
Epoch 3440/5000
148/148 [==============================] - 0s 34us/step - loss: 3965.7898 - mean_absolute_error: 44.6956 - val_loss: 8471.8311 - val_mean_absolute_error: 61.3107
Epoch 3441/5000
148/148 [==============================] - 0s 34us/step - loss: 3965.1724 - mean_absolute_error: 44.6912 - val_loss: 8471.1737 - val_mean_absolute_error: 61.3082
Epoch 3442/5000
148/148 [==============================] - 0s 20us/step - loss: 3964.5400 - mean_absolute_error: 44.6866 - val_loss: 8470.5505 - val_mean_absolute_error: 61.3060
Epoch 3443/5000
148/148 [==============================] - 0s 27us/step - loss: 3963.8914 - mean_absolute_error: 44.6819 - val_loss: 8469.8736 - val_mean_absolute_error: 61.3039
Epoch 3444/5000
148/148 [==============================] - 0s 20us/step - loss: 3963.2622 - mean_absolute_error: 44.6777 - val_loss: 8469.1322 - val_mean_absolute_error: 61.3017
Epoch 3445/5000
148/148 [==============================] - 0s 34us/step - loss: 3962.6360 - mean_absolute_error: 44.6736 - val_loss: 8468.4789 - val_mean_absolute_error: 61.2995
Epoch 3446/5000
148/148 [==============================] - 0s 27us/step - loss: 3962.0005 - mean_absolute_error: 44.6693 - val_loss: 8467.9008 - val_mean_absolute_error: 61.2974
Epoch 3447/5000
148/148 [==============================] - 0s 34us/step - loss: 3961.3755 - mean_absolute_error: 44.6648 - val_loss: 8467.2433 - val_mean_absolute_error: 61.2950
Epoch 3448/5000
148/148 [==============================] - 0s 27us/step - loss: 3960.7476 - mean_absolute_error: 44.6604 - val_loss: 8466.5942 - val_mean_absolute_error: 61.2926
Epoch 3449/5000
148/148 [==============================] - 0s 20us/step - loss: 3960.1089 - mean_absolute_error: 44.6562 - val_loss: 8465.8591 - val_mean_absolute_error: 61.2902
Epoch 3450/5000
148/148 [==============================] - 0s 27us/step - loss: 3959.4624 - mean_absolute_error: 44.6523 - val_loss: 8465.1870 - val_mean_absolute_error: 61.2878
Epoch 3451/5000
148/148 [==============================] - 0s 27us/step - loss: 3958.8491 - mean_absolute_error: 44.6483 - val_loss: 8464.6208 - val_mean_absolute_error: 61.2856
Epoch 3452/5000
148/148 [==============================] - 0s 27us/step - loss: 3958.2280 - mean_absolute_error: 44.6439 - val_loss: 8463.9786 - val_mean_absolute_error: 61.2835
Epoch 3453/5000
148/148 [==============================] - 0s 20us/step - loss: 3957.6099 - mean_absolute_error: 44.6397 - val_loss: 8463.2863 - val_mean_absolute_error: 61.2814
Epoch 3454/5000
148/148 [==============================] - 0s 27us/step - loss: 3956.9683 - mean_absolute_error: 44.6354 - val_loss: 8462.6128 - val_mean_absolute_error: 61.2792
Epoch 3455/5000
148/148 [==============================] - 0s 34us/step - loss: 3956.3176 - mean_absolute_error: 44.6309 - val_loss: 8461.9320 - val_mean_absolute_error: 61.2771
Epoch 3456/5000
148/148 [==============================] - 0s 27us/step - loss: 3955.6938 - mean_absolute_error: 44.6267 - val_loss: 8461.3126 - val_mean_absolute_error: 61.2749
Epoch 3457/5000
148/148 [==============================] - 0s 27us/step - loss: 3955.0618 - mean_absolute_error: 44.6222 - val_loss: 8460.6211 - val_mean_absolute_error: 61.2726
Epoch 3458/5000
148/148 [==============================] - 0s 27us/step - loss: 3954.4409 - mean_absolute_error: 44.6180 - val_loss: 8459.9710 - val_mean_absolute_error: 61.2705
Epoch 3459/5000
148/148 [==============================] - 0s 20us/step - loss: 3953.8228 - mean_absolute_error: 44.6137 - val_loss: 8459.2728 - val_mean_absolute_error: 61.2684
Epoch 3460/5000
148/148 [==============================] - 0s 27us/step - loss: 3953.1914 - mean_absolute_error: 44.6095 - val_loss: 8458.6647 - val_mean_absolute_error: 61.2663
Epoch 3461/5000
148/148 [==============================] - 0s 27us/step - loss: 3952.5554 - mean_absolute_error: 44.6052 - val_loss: 8458.0731 - val_mean_absolute_error: 61.2640
Epoch 3462/5000
148/148 [==============================] - 0s 27us/step - loss: 3951.9260 - mean_absolute_error: 44.6007 - val_loss: 8457.4593 - val_mean_absolute_error: 61.2619
Epoch 3463/5000
148/148 [==============================] - 0s 27us/step - loss: 3951.2976 - mean_absolute_error: 44.5964 - val_loss: 8456.7881 - val_mean_absolute_error: 61.2598
Epoch 3464/5000
148/148 [==============================] - 0s 34us/step - loss: 3950.6665 - mean_absolute_error: 44.5923 - val_loss: 8456.0827 - val_mean_absolute_error: 61.2574
Epoch 3465/5000
148/148 [==============================] - 0s 20us/step - loss: 3950.0371 - mean_absolute_error: 44.5882 - val_loss: 8455.3298 - val_mean_absolute_error: 61.2550
Epoch 3466/5000
148/148 [==============================] - 0s 27us/step - loss: 3949.4109 - mean_absolute_error: 44.5843 - val_loss: 8454.6635 - val_mean_absolute_error: 61.2528
Epoch 3467/5000
148/148 [==============================] - 0s 20us/step - loss: 3948.7773 - mean_absolute_error: 44.5802 - val_loss: 8454.0620 - val_mean_absolute_error: 61.2508
Epoch 3468/5000
148/148 [==============================] - 0s 27us/step - loss: 3948.1399 - mean_absolute_error: 44.5758 - val_loss: 8453.5274 - val_mean_absolute_error: 61.2491
Epoch 3469/5000
148/148 [==============================] - 0s 27us/step - loss: 3947.5186 - mean_absolute_error: 44.5712 - val_loss: 8452.9075 - val_mean_absolute_error: 61.2471
Epoch 3470/5000
148/148 [==============================] - 0s 27us/step - loss: 3946.8911 - mean_absolute_error: 44.5669 - val_loss: 8452.2222 - val_mean_absolute_error: 61.2449
Epoch 3471/5000
148/148 [==============================] - 0s 27us/step - loss: 3946.2727 - mean_absolute_error: 44.5628 - val_loss: 8451.5320 - val_mean_absolute_error: 61.2426
Epoch 3472/5000
148/148 [==============================] - 0s 20us/step - loss: 3945.6304 - mean_absolute_error: 44.5586 - val_loss: 8450.8423 - val_mean_absolute_error: 61.2403
Epoch 3473/5000
148/148 [==============================] - 0s 27us/step - loss: 3944.9827 - mean_absolute_error: 44.5543 - val_loss: 8450.0718 - val_mean_absolute_error: 61.2379
Epoch 3474/5000
148/148 [==============================] - 0s 34us/step - loss: 3944.3577 - mean_absolute_error: 44.5503 - val_loss: 8449.3918 - val_mean_absolute_error: 61.2359
Epoch 3475/5000
148/148 [==============================] - 0s 27us/step - loss: 3943.7302 - mean_absolute_error: 44.5461 - val_loss: 8448.7856 - val_mean_absolute_error: 61.2341
Epoch 3476/5000
148/148 [==============================] - 0s 27us/step - loss: 3943.0959 - mean_absolute_error: 44.5417 - val_loss: 8448.2351 - val_mean_absolute_error: 61.2323
Epoch 3477/5000
148/148 [==============================] - 0s 27us/step - loss: 3942.4629 - mean_absolute_error: 44.5370 - val_loss: 8447.6471 - val_mean_absolute_error: 61.2304
Epoch 3478/5000
148/148 [==============================] - 0s 27us/step - loss: 3941.8396 - mean_absolute_error: 44.5325 - val_loss: 8446.9770 - val_mean_absolute_error: 61.2284
Epoch 3479/5000
148/148 [==============================] - 0s 27us/step - loss: 3941.1968 - mean_absolute_error: 44.5282 - val_loss: 8446.2886 - val_mean_absolute_error: 61.2262
Epoch 3480/5000
148/148 [==============================] - 0s 27us/step - loss: 3940.5679 - mean_absolute_error: 44.5239 - val_loss: 8445.6185 - val_mean_absolute_error: 61.2243
Epoch 3481/5000
148/148 [==============================] - 0s 27us/step - loss: 3939.9421 - mean_absolute_error: 44.5197 - val_loss: 8444.9411 - val_mean_absolute_error: 61.2225
Epoch 3482/5000
148/148 [==============================] - 0s 27us/step - loss: 3939.3032 - mean_absolute_error: 44.5156 - val_loss: 8444.3106 - val_mean_absolute_error: 61.2207
Epoch 3483/5000
148/148 [==============================] - 0s 20us/step - loss: 3938.6851 - mean_absolute_error: 44.5116 - val_loss: 8443.6655 - val_mean_absolute_error: 61.2187
Epoch 3484/5000
148/148 [==============================] - 0s 34us/step - loss: 3938.0481 - mean_absolute_error: 44.5075 - val_loss: 8443.0103 - val_mean_absolute_error: 61.2165
Epoch 3485/5000
148/148 [==============================] - 0s 27us/step - loss: 3937.4021 - mean_absolute_error: 44.5033 - val_loss: 8442.4283 - val_mean_absolute_error: 61.2144
Epoch 3486/5000
148/148 [==============================] - 0s 27us/step - loss: 3936.7800 - mean_absolute_error: 44.4990 - val_loss: 8441.8811 - val_mean_absolute_error: 61.2125
Epoch 3487/5000
148/148 [==============================] - 0s 27us/step - loss: 3936.1533 - mean_absolute_error: 44.4948 - val_loss: 8441.3476 - val_mean_absolute_error: 61.2108
Epoch 3488/5000
148/148 [==============================] - 0s 27us/step - loss: 3935.4976 - mean_absolute_error: 44.4905 - val_loss: 8440.7384 - val_mean_absolute_error: 61.2092
Epoch 3489/5000
148/148 [==============================] - 0s 27us/step - loss: 3934.8818 - mean_absolute_error: 44.4866 - val_loss: 8440.1076 - val_mean_absolute_error: 61.2074
Epoch 3490/5000
148/148 [==============================] - 0s 20us/step - loss: 3934.2634 - mean_absolute_error: 44.4827 - val_loss: 8439.4586 - val_mean_absolute_error: 61.2055
Epoch 3491/5000
148/148 [==============================] - 0s 27us/step - loss: 3933.6169 - mean_absolute_error: 44.4785 - val_loss: 8438.7810 - val_mean_absolute_error: 61.2033
Epoch 3492/5000
148/148 [==============================] - 0s 27us/step - loss: 3932.9617 - mean_absolute_error: 44.4741 - val_loss: 8438.1631 - val_mean_absolute_error: 61.2013
Epoch 3493/5000
148/148 [==============================] - 0s 27us/step - loss: 3932.3572 - mean_absolute_error: 44.4695 - val_loss: 8437.5704 - val_mean_absolute_error: 61.1995
Epoch 3494/5000
148/148 [==============================] - 0s 27us/step - loss: 3931.7385 - mean_absolute_error: 44.4651 - val_loss: 8436.9048 - val_mean_absolute_error: 61.1974
Epoch 3495/5000
148/148 [==============================] - 0s 27us/step - loss: 3931.0879 - mean_absolute_error: 44.4608 - val_loss: 8436.1427 - val_mean_absolute_error: 61.1951
Epoch 3496/5000
148/148 [==============================] - 0s 20us/step - loss: 3930.4434 - mean_absolute_error: 44.4571 - val_loss: 8435.3238 - val_mean_absolute_error: 61.1926
Epoch 3497/5000
148/148 [==============================] - 0s 27us/step - loss: 3929.8442 - mean_absolute_error: 44.4536 - val_loss: 8434.6103 - val_mean_absolute_error: 61.1903
Epoch 3498/5000
148/148 [==============================] - 0s 27us/step - loss: 3929.2290 - mean_absolute_error: 44.4496 - val_loss: 8433.9890 - val_mean_absolute_error: 61.1883
Epoch 3499/5000
148/148 [==============================] - 0s 20us/step - loss: 3928.5930 - mean_absolute_error: 44.4453 - val_loss: 8433.4844 - val_mean_absolute_error: 61.1867
Epoch 3500/5000
148/148 [==============================] - 0s 27us/step - loss: 3927.9478 - mean_absolute_error: 44.4407 - val_loss: 8432.9891 - val_mean_absolute_error: 61.1851
Epoch 3501/5000
148/148 [==============================] - 0s 27us/step - loss: 3927.3159 - mean_absolute_error: 44.4361 - val_loss: 8432.4222 - val_mean_absolute_error: 61.1834
Epoch 3502/5000
148/148 [==============================] - 0s 27us/step - loss: 3926.7036 - mean_absolute_error: 44.4320 - val_loss: 8431.7308 - val_mean_absolute_error: 61.1815
Epoch 3503/5000
148/148 [==============================] - 0s 27us/step - loss: 3926.0903 - mean_absolute_error: 44.4282 - val_loss: 8431.0261 - val_mean_absolute_error: 61.1794
Epoch 3504/5000
148/148 [==============================] - 0s 34us/step - loss: 3925.4663 - mean_absolute_error: 44.4244 - val_loss: 8430.4014 - val_mean_absolute_error: 61.1775
Epoch 3505/5000
148/148 [==============================] - 0s 27us/step - loss: 3924.8315 - mean_absolute_error: 44.4202 - val_loss: 8429.8500 - val_mean_absolute_error: 61.1757
Epoch 3506/5000
148/148 [==============================] - 0s 20us/step - loss: 3924.1892 - mean_absolute_error: 44.4155 - val_loss: 8429.1832 - val_mean_absolute_error: 61.1738
Epoch 3507/5000
148/148 [==============================] - 0s 34us/step - loss: 3923.5671 - mean_absolute_error: 44.4113 - val_loss: 8428.4527 - val_mean_absolute_error: 61.1716
Epoch 3508/5000
148/148 [==============================] - 0s 27us/step - loss: 3922.9583 - mean_absolute_error: 44.4073 - val_loss: 8427.7319 - val_mean_absolute_error: 61.1694
Epoch 3509/5000
148/148 [==============================] - 0s 20us/step - loss: 3922.3264 - mean_absolute_error: 44.4031 - val_loss: 8427.0485 - val_mean_absolute_error: 61.1672
Epoch 3510/5000
148/148 [==============================] - 0s 20us/step - loss: 3921.6863 - mean_absolute_error: 44.3989 - val_loss: 8426.4587 - val_mean_absolute_error: 61.1655
Epoch 3511/5000
148/148 [==============================] - 0s 34us/step - loss: 3921.0515 - mean_absolute_error: 44.3946 - val_loss: 8425.8928 - val_mean_absolute_error: 61.1640
Epoch 3512/5000
148/148 [==============================] - 0s 20us/step - loss: 3920.4451 - mean_absolute_error: 44.3903 - val_loss: 8425.2947 - val_mean_absolute_error: 61.1625
Epoch 3513/5000
148/148 [==============================] - 0s 34us/step - loss: 3919.8352 - mean_absolute_error: 44.3862 - val_loss: 8424.5976 - val_mean_absolute_error: 61.1607
Epoch 3514/5000
148/148 [==============================] - 0s 27us/step - loss: 3919.2090 - mean_absolute_error: 44.3823 - val_loss: 8423.8329 - val_mean_absolute_error: 61.1585
Epoch 3515/5000
148/148 [==============================] - 0s 20us/step - loss: 3918.5688 - mean_absolute_error: 44.3787 - val_loss: 8423.1614 - val_mean_absolute_error: 61.1565
Epoch 3516/5000
148/148 [==============================] - 0s 27us/step - loss: 3917.9248 - mean_absolute_error: 44.3747 - val_loss: 8422.5770 - val_mean_absolute_error: 61.1548
Epoch 3517/5000
148/148 [==============================] - 0s 20us/step - loss: 3917.3240 - mean_absolute_error: 44.3707 - val_loss: 8421.9235 - val_mean_absolute_error: 61.1529
Epoch 3518/5000
148/148 [==============================] - 0s 27us/step - loss: 3916.7107 - mean_absolute_error: 44.3670 - val_loss: 8421.2294 - val_mean_absolute_error: 61.1511
Epoch 3519/5000
148/148 [==============================] - 0s 27us/step - loss: 3916.0776 - mean_absolute_error: 44.3634 - val_loss: 8420.5973 - val_mean_absolute_error: 61.1496
Epoch 3520/5000
148/148 [==============================] - 0s 20us/step - loss: 3915.4607 - mean_absolute_error: 44.3598 - val_loss: 8420.0373 - val_mean_absolute_error: 61.1481
Epoch 3521/5000
148/148 [==============================] - 0s 27us/step - loss: 3914.8176 - mean_absolute_error: 44.3556 - val_loss: 8419.4858 - val_mean_absolute_error: 61.1467
Epoch 3522/5000
148/148 [==============================] - 0s 27us/step - loss: 3914.1794 - mean_absolute_error: 44.3514 - val_loss: 8418.8355 - val_mean_absolute_error: 61.1451
Epoch 3523/5000
148/148 [==============================] - 0s 27us/step - loss: 3913.5620 - mean_absolute_error: 44.3475 - val_loss: 8418.1087 - val_mean_absolute_error: 61.1434
Epoch 3524/5000
148/148 [==============================] - 0s 20us/step - loss: 3912.9265 - mean_absolute_error: 44.3438 - val_loss: 8417.3736 - val_mean_absolute_error: 61.1416
Epoch 3525/5000
148/148 [==============================] - 0s 34us/step - loss: 3912.2957 - mean_absolute_error: 44.3400 - val_loss: 8416.6902 - val_mean_absolute_error: 61.1399
Epoch 3526/5000
148/148 [==============================] - 0s 27us/step - loss: 3911.6934 - mean_absolute_error: 44.3363 - val_loss: 8416.0067 - val_mean_absolute_error: 61.1382
Epoch 3527/5000
148/148 [==============================] - 0s 27us/step - loss: 3911.0781 - mean_absolute_error: 44.3326 - val_loss: 8415.3029 - val_mean_absolute_error: 61.1363
Epoch 3528/5000
148/148 [==============================] - 0s 27us/step - loss: 3910.4451 - mean_absolute_error: 44.3289 - val_loss: 8414.7391 - val_mean_absolute_error: 61.1346
Epoch 3529/5000
148/148 [==============================] - 0s 27us/step - loss: 3909.7947 - mean_absolute_error: 44.3247 - val_loss: 8414.2890 - val_mean_absolute_error: 61.1332
Epoch 3530/5000
148/148 [==============================] - 0s 27us/step - loss: 3909.1980 - mean_absolute_error: 44.3204 - val_loss: 8413.7270 - val_mean_absolute_error: 61.1315
Epoch 3531/5000
148/148 [==============================] - 0s 27us/step - loss: 3908.5886 - mean_absolute_error: 44.3165 - val_loss: 8413.0371 - val_mean_absolute_error: 61.1296
Epoch 3532/5000
148/148 [==============================] - 0s 27us/step - loss: 3907.9602 - mean_absolute_error: 44.3130 - val_loss: 8412.2684 - val_mean_absolute_error: 61.1275
Epoch 3533/5000
148/148 [==============================] - 0s 27us/step - loss: 3907.3228 - mean_absolute_error: 44.3096 - val_loss: 8411.5245 - val_mean_absolute_error: 61.1256
Epoch 3534/5000
148/148 [==============================] - 0s 20us/step - loss: 3906.7039 - mean_absolute_error: 44.3061 - val_loss: 8410.8711 - val_mean_absolute_error: 61.1238
Epoch 3535/5000
148/148 [==============================] - 0s 34us/step - loss: 3906.0945 - mean_absolute_error: 44.3022 - val_loss: 8410.2773 - val_mean_absolute_error: 61.1217
Epoch 3536/5000
148/148 [==============================] - 0s 27us/step - loss: 3905.4734 - mean_absolute_error: 44.2979 - val_loss: 8409.6323 - val_mean_absolute_error: 61.1197
Epoch 3537/5000
148/148 [==============================] - 0s 20us/step - loss: 3904.8477 - mean_absolute_error: 44.2938 - val_loss: 8408.9377 - val_mean_absolute_error: 61.1176
Epoch 3538/5000
148/148 [==============================] - 0s 34us/step - loss: 3904.1968 - mean_absolute_error: 44.2898 - val_loss: 8408.2458 - val_mean_absolute_error: 61.1154
Epoch 3539/5000
148/148 [==============================] - 0s 27us/step - loss: 3903.5925 - mean_absolute_error: 44.2861 - val_loss: 8407.6588 - val_mean_absolute_error: 61.1135
Epoch 3540/5000
148/148 [==============================] - 0s 20us/step - loss: 3902.9861 - mean_absolute_error: 44.2821 - val_loss: 8407.0939 - val_mean_absolute_error: 61.1117
Epoch 3541/5000
148/148 [==============================] - 0s 34us/step - loss: 3902.3645 - mean_absolute_error: 44.2781 - val_loss: 8406.5516 - val_mean_absolute_error: 61.1099
Epoch 3542/5000
148/148 [==============================] - 0s 27us/step - loss: 3901.7402 - mean_absolute_error: 44.2740 - val_loss: 8405.9233 - val_mean_absolute_error: 61.1077
Epoch 3543/5000
148/148 [==============================] - 0s 27us/step - loss: 3901.1145 - mean_absolute_error: 44.2701 - val_loss: 8405.1861 - val_mean_absolute_error: 61.1055
Epoch 3544/5000
148/148 [==============================] - 0s 34us/step - loss: 3900.4866 - mean_absolute_error: 44.2666 - val_loss: 8404.4226 - val_mean_absolute_error: 61.1034
Epoch 3545/5000
148/148 [==============================] - 0s 27us/step - loss: 3899.9070 - mean_absolute_error: 44.2635 - val_loss: 8403.7715 - val_mean_absolute_error: 61.1015
Epoch 3546/5000
148/148 [==============================] - 0s 27us/step - loss: 3899.3071 - mean_absolute_error: 44.2597 - val_loss: 8403.2200 - val_mean_absolute_error: 61.0999
Epoch 3547/5000
148/148 [==============================] - 0s 20us/step - loss: 3898.6929 - mean_absolute_error: 44.2557 - val_loss: 8402.7110 - val_mean_absolute_error: 61.0984
Epoch 3548/5000
148/148 [==============================] - 0s 20us/step - loss: 3898.0764 - mean_absolute_error: 44.2515 - val_loss: 8402.1471 - val_mean_absolute_error: 61.0966
Epoch 3549/5000
148/148 [==============================] - 0s 34us/step - loss: 3897.4851 - mean_absolute_error: 44.2476 - val_loss: 8401.4725 - val_mean_absolute_error: 61.0946
Epoch 3550/5000
148/148 [==============================] - 0s 27us/step - loss: 3896.8821 - mean_absolute_error: 44.2439 - val_loss: 8400.8098 - val_mean_absolute_error: 61.0926
Epoch 3551/5000
148/148 [==============================] - 0s 34us/step - loss: 3896.2935 - mean_absolute_error: 44.2402 - val_loss: 8400.2451 - val_mean_absolute_error: 61.0908
Epoch 3552/5000
148/148 [==============================] - 0s 27us/step - loss: 3895.6875 - mean_absolute_error: 44.2360 - val_loss: 8399.7667 - val_mean_absolute_error: 61.0891
Epoch 3553/5000
148/148 [==============================] - 0s 20us/step - loss: 3895.0886 - mean_absolute_error: 44.2317 - val_loss: 8399.2259 - val_mean_absolute_error: 61.0873
Epoch 3554/5000
148/148 [==============================] - 0s 27us/step - loss: 3894.5005 - mean_absolute_error: 44.2277 - val_loss: 8398.5893 - val_mean_absolute_error: 61.0854
Epoch 3555/5000
148/148 [==============================] - 0s 34us/step - loss: 3893.9102 - mean_absolute_error: 44.2242 - val_loss: 8397.9323 - val_mean_absolute_error: 61.0833
Epoch 3556/5000
148/148 [==============================] - 0s 27us/step - loss: 3893.3010 - mean_absolute_error: 44.2205 - val_loss: 8397.3573 - val_mean_absolute_error: 61.0813
Epoch 3557/5000
148/148 [==============================] - 0s 27us/step - loss: 3892.6980 - mean_absolute_error: 44.2166 - val_loss: 8396.8688 - val_mean_absolute_error: 61.0794
Epoch 3558/5000
148/148 [==============================] - 0s 34us/step - loss: 3892.1101 - mean_absolute_error: 44.2123 - val_loss: 8396.3194 - val_mean_absolute_error: 61.0775
Epoch 3559/5000
148/148 [==============================] - 0s 20us/step - loss: 3891.5122 - mean_absolute_error: 44.2082 - val_loss: 8395.7232 - val_mean_absolute_error: 61.0757
Epoch 3560/5000
148/148 [==============================] - 0s 27us/step - loss: 3890.9143 - mean_absolute_error: 44.2043 - val_loss: 8395.0580 - val_mean_absolute_error: 61.0738
Epoch 3561/5000
148/148 [==============================] - 0s 20us/step - loss: 3890.3206 - mean_absolute_error: 44.2009 - val_loss: 8394.4015 - val_mean_absolute_error: 61.0721
Epoch 3562/5000
148/148 [==============================] - 0s 20us/step - loss: 3889.7322 - mean_absolute_error: 44.1975 - val_loss: 8393.7741 - val_mean_absolute_error: 61.0702
Epoch 3563/5000
148/148 [==============================] - 0s 41us/step - loss: 3889.1545 - mean_absolute_error: 44.1940 - val_loss: 8393.2663 - val_mean_absolute_error: 61.0686
Epoch 3564/5000
148/148 [==============================] - 0s 27us/step - loss: 3888.5491 - mean_absolute_error: 44.1898 - val_loss: 8392.8532 - val_mean_absolute_error: 61.0671
Epoch 3565/5000
148/148 [==============================] - 0s 27us/step - loss: 3887.9375 - mean_absolute_error: 44.1850 - val_loss: 8392.4116 - val_mean_absolute_error: 61.0654
Epoch 3566/5000
148/148 [==============================] - 0s 27us/step - loss: 3887.3408 - mean_absolute_error: 44.1806 - val_loss: 8391.8697 - val_mean_absolute_error: 61.0636
Epoch 3567/5000
148/148 [==============================] - 0s 27us/step - loss: 3886.7488 - mean_absolute_error: 44.1767 - val_loss: 8391.2394 - val_mean_absolute_error: 61.0616
Epoch 3568/5000
148/148 [==============================] - 0s 27us/step - loss: 3886.1355 - mean_absolute_error: 44.1732 - val_loss: 8390.5883 - val_mean_absolute_error: 61.0595
Epoch 3569/5000
148/148 [==============================] - 0s 27us/step - loss: 3885.5435 - mean_absolute_error: 44.1697 - val_loss: 8390.0590 - val_mean_absolute_error: 61.0576
Epoch 3570/5000
148/148 [==============================] - 0s 27us/step - loss: 3884.9629 - mean_absolute_error: 44.1657 - val_loss: 8389.5636 - val_mean_absolute_error: 61.0557
Epoch 3571/5000
148/148 [==============================] - 0s 27us/step - loss: 3884.3674 - mean_absolute_error: 44.1615 - val_loss: 8389.0307 - val_mean_absolute_error: 61.0536
Epoch 3572/5000
148/148 [==============================] - 0s 27us/step - loss: 3883.7791 - mean_absolute_error: 44.1577 - val_loss: 8388.4858 - val_mean_absolute_error: 61.0518
Epoch 3573/5000
148/148 [==============================] - 0s 27us/step - loss: 3883.1807 - mean_absolute_error: 44.1540 - val_loss: 8387.9563 - val_mean_absolute_error: 61.0501
Epoch 3574/5000
148/148 [==============================] - 0s 20us/step - loss: 3882.5972 - mean_absolute_error: 44.1501 - val_loss: 8387.4197 - val_mean_absolute_error: 61.0484
Epoch 3575/5000
148/148 [==============================] - 0s 27us/step - loss: 3882.0039 - mean_absolute_error: 44.1461 - val_loss: 8386.8518 - val_mean_absolute_error: 61.0468
Epoch 3576/5000
148/148 [==============================] - 0s 27us/step - loss: 3881.4116 - mean_absolute_error: 44.1422 - val_loss: 8386.2714 - val_mean_absolute_error: 61.0450
Epoch 3577/5000
148/148 [==============================] - 0s 27us/step - loss: 3880.8201 - mean_absolute_error: 44.1384 - val_loss: 8385.6424 - val_mean_absolute_error: 61.0430
Epoch 3578/5000
148/148 [==============================] - 0s 20us/step - loss: 3880.2280 - mean_absolute_error: 44.1349 - val_loss: 8385.1186 - val_mean_absolute_error: 61.0409
Epoch 3579/5000
148/148 [==============================] - 0s 27us/step - loss: 3879.6304 - mean_absolute_error: 44.1308 - val_loss: 8384.6484 - val_mean_absolute_error: 61.0390
Epoch 3580/5000
148/148 [==============================] - 0s 20us/step - loss: 3879.0508 - mean_absolute_error: 44.1267 - val_loss: 8384.2022 - val_mean_absolute_error: 61.0372
Epoch 3581/5000
148/148 [==============================] - 0s 27us/step - loss: 3878.4600 - mean_absolute_error: 44.1223 - val_loss: 8383.7025 - val_mean_absolute_error: 61.0355
Epoch 3582/5000
148/148 [==============================] - 0s 27us/step - loss: 3877.8733 - mean_absolute_error: 44.1182 - val_loss: 8383.0811 - val_mean_absolute_error: 61.0336
Epoch 3583/5000
148/148 [==============================] - 0s 27us/step - loss: 3877.2847 - mean_absolute_error: 44.1145 - val_loss: 8382.3914 - val_mean_absolute_error: 61.0313
Epoch 3584/5000
148/148 [==============================] - 0s 20us/step - loss: 3876.6921 - mean_absolute_error: 44.1110 - val_loss: 8381.7796 - val_mean_absolute_error: 61.0291
Epoch 3585/5000
148/148 [==============================] - 0s 27us/step - loss: 3876.1023 - mean_absolute_error: 44.1072 - val_loss: 8381.3128 - val_mean_absolute_error: 61.0273
Epoch 3586/5000
148/148 [==============================] - 0s 27us/step - loss: 3875.5181 - mean_absolute_error: 44.1030 - val_loss: 8380.8968 - val_mean_absolute_error: 61.0258
Epoch 3587/5000
148/148 [==============================] - 0s 27us/step - loss: 3874.9180 - mean_absolute_error: 44.0989 - val_loss: 8380.4029 - val_mean_absolute_error: 61.0243
Epoch 3588/5000
148/148 [==============================] - 0s 20us/step - loss: 3874.3352 - mean_absolute_error: 44.0953 - val_loss: 8379.8707 - val_mean_absolute_error: 61.0225
Epoch 3589/5000
148/148 [==============================] - 0s 34us/step - loss: 3873.7466 - mean_absolute_error: 44.0915 - val_loss: 8379.3136 - val_mean_absolute_error: 61.0204
Epoch 3590/5000
148/148 [==============================] - 0s 27us/step - loss: 3873.1604 - mean_absolute_error: 44.0876 - val_loss: 8378.8011 - val_mean_absolute_error: 61.0184
Epoch 3591/5000
148/148 [==============================] - 0s 27us/step - loss: 3872.5781 - mean_absolute_error: 44.0835 - val_loss: 8378.3289 - val_mean_absolute_error: 61.0166
Epoch 3592/5000
148/148 [==============================] - 0s 27us/step - loss: 3871.9746 - mean_absolute_error: 44.0793 - val_loss: 8377.8717 - val_mean_absolute_error: 61.0150
Epoch 3593/5000
148/148 [==============================] - 0s 27us/step - loss: 3871.4070 - mean_absolute_error: 44.0754 - val_loss: 8377.3509 - val_mean_absolute_error: 61.0134
Epoch 3594/5000
148/148 [==============================] - 0s 27us/step - loss: 3870.8293 - mean_absolute_error: 44.0717 - val_loss: 8376.7931 - val_mean_absolute_error: 61.0115
Epoch 3595/5000
148/148 [==============================] - 0s 27us/step - loss: 3870.2310 - mean_absolute_error: 44.0678 - val_loss: 8376.2277 - val_mean_absolute_error: 61.0095
Epoch 3596/5000
148/148 [==============================] - 0s 34us/step - loss: 3869.6196 - mean_absolute_error: 44.0638 - val_loss: 8375.6244 - val_mean_absolute_error: 61.0075
Epoch 3597/5000
148/148 [==============================] - 0s 20us/step - loss: 3869.0613 - mean_absolute_error: 44.0600 - val_loss: 8375.0649 - val_mean_absolute_error: 61.0058
Epoch 3598/5000
148/148 [==============================] - 0s 20us/step - loss: 3868.4839 - mean_absolute_error: 44.0561 - val_loss: 8374.5368 - val_mean_absolute_error: 61.0041
Epoch 3599/5000
148/148 [==============================] - 0s 27us/step - loss: 3867.8733 - mean_absolute_error: 44.0520 - val_loss: 8374.0544 - val_mean_absolute_error: 61.0025
Epoch 3600/5000
148/148 [==============================] - 0s 20us/step - loss: 3867.2847 - mean_absolute_error: 44.0480 - val_loss: 8373.4964 - val_mean_absolute_error: 61.0004
Epoch 3601/5000
148/148 [==============================] - 0s 27us/step - loss: 3866.7200 - mean_absolute_error: 44.0442 - val_loss: 8372.9241 - val_mean_absolute_error: 60.9983
Epoch 3602/5000
148/148 [==============================] - 0s 34us/step - loss: 3866.1313 - mean_absolute_error: 44.0403 - val_loss: 8372.3654 - val_mean_absolute_error: 60.9962
Epoch 3603/5000
148/148 [==============================] - 0s 27us/step - loss: 3865.5220 - mean_absolute_error: 44.0365 - val_loss: 8371.8412 - val_mean_absolute_error: 60.9942
Epoch 3604/5000
148/148 [==============================] - 0s 20us/step - loss: 3864.9353 - mean_absolute_error: 44.0328 - val_loss: 8371.3905 - val_mean_absolute_error: 60.9925
Epoch 3605/5000
148/148 [==============================] - 0s 27us/step - loss: 3864.3523 - mean_absolute_error: 44.0289 - val_loss: 8370.9457 - val_mean_absolute_error: 60.9910
Epoch 3606/5000
148/148 [==============================] - 0s 27us/step - loss: 3863.7759 - mean_absolute_error: 44.0249 - val_loss: 8370.4641 - val_mean_absolute_error: 60.9894
Epoch 3607/5000
148/148 [==============================] - 0s 34us/step - loss: 3863.1731 - mean_absolute_error: 44.0210 - val_loss: 8369.9476 - val_mean_absolute_error: 60.9879
Epoch 3608/5000
148/148 [==============================] - 0s 27us/step - loss: 3862.5701 - mean_absolute_error: 44.0171 - val_loss: 8369.3742 - val_mean_absolute_error: 60.9862
Epoch 3609/5000
148/148 [==============================] - 0s 27us/step - loss: 3862.0012 - mean_absolute_error: 44.0135 - val_loss: 8368.8154 - val_mean_absolute_error: 60.9845
Epoch 3610/5000
148/148 [==============================] - 0s 20us/step - loss: 3861.4050 - mean_absolute_error: 44.0097 - val_loss: 8368.2107 - val_mean_absolute_error: 60.9824
Epoch 3611/5000
148/148 [==============================] - 0s 27us/step - loss: 3860.7930 - mean_absolute_error: 44.0060 - val_loss: 8367.5800 - val_mean_absolute_error: 60.9803
Epoch 3612/5000
148/148 [==============================] - 0s 27us/step - loss: 3860.2078 - mean_absolute_error: 44.0026 - val_loss: 8367.0278 - val_mean_absolute_error: 60.9781
Epoch 3613/5000
148/148 [==============================] - 0s 20us/step - loss: 3859.6133 - mean_absolute_error: 43.9988 - val_loss: 8366.5526 - val_mean_absolute_error: 60.9764
Epoch 3614/5000
148/148 [==============================] - 0s 27us/step - loss: 3859.0288 - mean_absolute_error: 43.9950 - val_loss: 8366.0929 - val_mean_absolute_error: 60.9749
Epoch 3615/5000
148/148 [==============================] - 0s 27us/step - loss: 3858.4084 - mean_absolute_error: 43.9911 - val_loss: 8365.6712 - val_mean_absolute_error: 60.9734
Epoch 3616/5000
148/148 [==============================] - 0s 27us/step - loss: 3857.8433 - mean_absolute_error: 43.9871 - val_loss: 8365.2230 - val_mean_absolute_error: 60.9717
Epoch 3617/5000
148/148 [==============================] - 0s 27us/step - loss: 3857.2634 - mean_absolute_error: 43.9830 - val_loss: 8364.7115 - val_mean_absolute_error: 60.9699
Epoch 3618/5000
148/148 [==============================] - 0s 27us/step - loss: 3856.6660 - mean_absolute_error: 43.9791 - val_loss: 8364.1194 - val_mean_absolute_error: 60.9680
Epoch 3619/5000
148/148 [==============================] - 0s 27us/step - loss: 3856.0642 - mean_absolute_error: 43.9755 - val_loss: 8363.4521 - val_mean_absolute_error: 60.9660
Epoch 3620/5000
148/148 [==============================] - 0s 27us/step - loss: 3855.4768 - mean_absolute_error: 43.9723 - val_loss: 8362.7876 - val_mean_absolute_error: 60.9639
Epoch 3621/5000
148/148 [==============================] - 0s 27us/step - loss: 3854.8987 - mean_absolute_error: 43.9690 - val_loss: 8362.2258 - val_mean_absolute_error: 60.9620
Epoch 3622/5000
148/148 [==============================] - 0s 34us/step - loss: 3854.3125 - mean_absolute_error: 43.9651 - val_loss: 8361.7300 - val_mean_absolute_error: 60.9602
Epoch 3623/5000
148/148 [==============================] - 0s 20us/step - loss: 3853.7141 - mean_absolute_error: 43.9610 - val_loss: 8361.2637 - val_mean_absolute_error: 60.9587
Epoch 3624/5000
148/148 [==============================] - 0s 20us/step - loss: 3853.1135 - mean_absolute_error: 43.9570 - val_loss: 8360.9096 - val_mean_absolute_error: 60.9573
Epoch 3625/5000
148/148 [==============================] - 0s 27us/step - loss: 3852.5320 - mean_absolute_error: 43.9527 - val_loss: 8360.5028 - val_mean_absolute_error: 60.9559
Epoch 3626/5000
148/148 [==============================] - 0s 34us/step - loss: 3851.9497 - mean_absolute_error: 43.9487 - val_loss: 8360.0163 - val_mean_absolute_error: 60.9542
Epoch 3627/5000
148/148 [==============================] - 0s 20us/step - loss: 3851.3633 - mean_absolute_error: 43.9449 - val_loss: 8359.4365 - val_mean_absolute_error: 60.9523
Epoch 3628/5000
148/148 [==============================] - 0s 34us/step - loss: 3850.7710 - mean_absolute_error: 43.9413 - val_loss: 8358.8080 - val_mean_absolute_error: 60.9503
Epoch 3629/5000
148/148 [==============================] - 0s 27us/step - loss: 3850.1760 - mean_absolute_error: 43.9379 - val_loss: 8358.2712 - val_mean_absolute_error: 60.9484
Epoch 3630/5000
148/148 [==============================] - 0s 27us/step - loss: 3849.5740 - mean_absolute_error: 43.9341 - val_loss: 8357.7679 - val_mean_absolute_error: 60.9464
Epoch 3631/5000
148/148 [==============================] - 0s 27us/step - loss: 3848.9976 - mean_absolute_error: 43.9302 - val_loss: 8357.2575 - val_mean_absolute_error: 60.9445
Epoch 3632/5000
148/148 [==============================] - 0s 27us/step - loss: 3848.4033 - mean_absolute_error: 43.9265 - val_loss: 8356.7822 - val_mean_absolute_error: 60.9429
Epoch 3633/5000
148/148 [==============================] - 0s 27us/step - loss: 3847.8108 - mean_absolute_error: 43.9227 - val_loss: 8356.3012 - val_mean_absolute_error: 60.9412
Epoch 3634/5000
148/148 [==============================] - 0s 27us/step - loss: 3847.2183 - mean_absolute_error: 43.9191 - val_loss: 8355.7978 - val_mean_absolute_error: 60.9395
Epoch 3635/5000
148/148 [==============================] - 0s 27us/step - loss: 3846.6292 - mean_absolute_error: 43.9155 - val_loss: 8355.2400 - val_mean_absolute_error: 60.9378
Epoch 3636/5000
148/148 [==============================] - 0s 27us/step - loss: 3846.0544 - mean_absolute_error: 43.9121 - val_loss: 8354.7994 - val_mean_absolute_error: 60.9362
Epoch 3637/5000
148/148 [==============================] - 0s 27us/step - loss: 3845.4600 - mean_absolute_error: 43.9080 - val_loss: 8354.3424 - val_mean_absolute_error: 60.9347
Epoch 3638/5000
148/148 [==============================] - 0s 34us/step - loss: 3844.8618 - mean_absolute_error: 43.9040 - val_loss: 8353.8194 - val_mean_absolute_error: 60.9331
Epoch 3639/5000
148/148 [==============================] - 0s 27us/step - loss: 3844.2727 - mean_absolute_error: 43.9003 - val_loss: 8353.2967 - val_mean_absolute_error: 60.9313
Epoch 3640/5000
148/148 [==============================] - 0s 34us/step - loss: 3843.6943 - mean_absolute_error: 43.8963 - val_loss: 8352.7611 - val_mean_absolute_error: 60.9294
Epoch 3641/5000
148/148 [==============================] - 0s 34us/step - loss: 3843.1006 - mean_absolute_error: 43.8923 - val_loss: 8352.2332 - val_mean_absolute_error: 60.9274
Epoch 3642/5000
148/148 [==============================] - 0s 27us/step - loss: 3842.5195 - mean_absolute_error: 43.8885 - val_loss: 8351.7032 - val_mean_absolute_error: 60.9257
Epoch 3643/5000
148/148 [==============================] - 0s 34us/step - loss: 3841.9258 - mean_absolute_error: 43.8849 - val_loss: 8351.1465 - val_mean_absolute_error: 60.9240
Epoch 3644/5000
148/148 [==============================] - 0s 34us/step - loss: 3841.3362 - mean_absolute_error: 43.8814 - val_loss: 8350.6143 - val_mean_absolute_error: 60.9224
Epoch 3645/5000
148/148 [==============================] - 0s 27us/step - loss: 3840.7554 - mean_absolute_error: 43.8778 - val_loss: 8350.0963 - val_mean_absolute_error: 60.9206
Epoch 3646/5000
148/148 [==============================] - 0s 27us/step - loss: 3840.1587 - mean_absolute_error: 43.8738 - val_loss: 8349.5345 - val_mean_absolute_error: 60.9184
Epoch 3647/5000
148/148 [==============================] - 0s 20us/step - loss: 3839.5706 - mean_absolute_error: 43.8700 - val_loss: 8348.9020 - val_mean_absolute_error: 60.9163
Epoch 3648/5000
148/148 [==============================] - 0s 27us/step - loss: 3838.9971 - mean_absolute_error: 43.8665 - val_loss: 8348.3862 - val_mean_absolute_error: 60.9143
Epoch 3649/5000
148/148 [==============================] - 0s 27us/step - loss: 3838.4160 - mean_absolute_error: 43.8628 - val_loss: 8347.9521 - val_mean_absolute_error: 60.9128
Epoch 3650/5000
148/148 [==============================] - 0s 27us/step - loss: 3837.8167 - mean_absolute_error: 43.8588 - val_loss: 8347.5656 - val_mean_absolute_error: 60.9114
Epoch 3651/5000
148/148 [==============================] - 0s 27us/step - loss: 3837.2432 - mean_absolute_error: 43.8549 - val_loss: 8347.1059 - val_mean_absolute_error: 60.9098
Epoch 3652/5000
148/148 [==============================] - 0s 27us/step - loss: 3836.6677 - mean_absolute_error: 43.8512 - val_loss: 8346.5875 - val_mean_absolute_error: 60.9080
Epoch 3653/5000
148/148 [==============================] - 0s 20us/step - loss: 3836.0781 - mean_absolute_error: 43.8476 - val_loss: 8346.1032 - val_mean_absolute_error: 60.9062
Epoch 3654/5000
148/148 [==============================] - 0s 27us/step - loss: 3835.4763 - mean_absolute_error: 43.8439 - val_loss: 8345.6411 - val_mean_absolute_error: 60.9047
Epoch 3655/5000
148/148 [==============================] - 0s 27us/step - loss: 3834.8999 - mean_absolute_error: 43.8402 - val_loss: 8345.1377 - val_mean_absolute_error: 60.9031
Epoch 3656/5000
148/148 [==============================] - 0s 34us/step - loss: 3834.3374 - mean_absolute_error: 43.8364 - val_loss: 8344.6243 - val_mean_absolute_error: 60.9013
Epoch 3657/5000
148/148 [==============================] - 0s 27us/step - loss: 3833.7493 - mean_absolute_error: 43.8326 - val_loss: 8344.0579 - val_mean_absolute_error: 60.8993
Epoch 3658/5000
148/148 [==============================] - 0s 27us/step - loss: 3833.1609 - mean_absolute_error: 43.8291 - val_loss: 8343.5829 - val_mean_absolute_error: 60.8975
Epoch 3659/5000
148/148 [==============================] - 0s 20us/step - loss: 3832.5752 - mean_absolute_error: 43.8251 - val_loss: 8343.1387 - val_mean_absolute_error: 60.8960
Epoch 3660/5000
148/148 [==============================] - 0s 27us/step - loss: 3831.9924 - mean_absolute_error: 43.8210 - val_loss: 8342.6702 - val_mean_absolute_error: 60.8943
Epoch 3661/5000
148/148 [==============================] - 0s 20us/step - loss: 3831.4143 - mean_absolute_error: 43.8171 - val_loss: 8342.1744 - val_mean_absolute_error: 60.8924
Epoch 3662/5000
148/148 [==============================] - 0s 34us/step - loss: 3830.8210 - mean_absolute_error: 43.8131 - val_loss: 8341.6197 - val_mean_absolute_error: 60.8904
Epoch 3663/5000
148/148 [==============================] - 0s 27us/step - loss: 3830.2424 - mean_absolute_error: 43.8094 - val_loss: 8341.0070 - val_mean_absolute_error: 60.8883
Epoch 3664/5000
148/148 [==============================] - 0s 27us/step - loss: 3829.6743 - mean_absolute_error: 43.8059 - val_loss: 8340.4523 - val_mean_absolute_error: 60.8865
Epoch 3665/5000
148/148 [==============================] - 0s 20us/step - loss: 3829.0984 - mean_absolute_error: 43.8021 - val_loss: 8339.9507 - val_mean_absolute_error: 60.8850
Epoch 3666/5000
148/148 [==============================] - 0s 27us/step - loss: 3828.5024 - mean_absolute_error: 43.7982 - val_loss: 8339.5179 - val_mean_absolute_error: 60.8836
Epoch 3667/5000
148/148 [==============================] - 0s 27us/step - loss: 3827.9075 - mean_absolute_error: 43.7941 - val_loss: 8339.0713 - val_mean_absolute_error: 60.8824
Epoch 3668/5000
148/148 [==============================] - 0s 27us/step - loss: 3827.3416 - mean_absolute_error: 43.7903 - val_loss: 8338.5582 - val_mean_absolute_error: 60.8807
Epoch 3669/5000
148/148 [==============================] - 0s 27us/step - loss: 3826.7703 - mean_absolute_error: 43.7866 - val_loss: 8337.9799 - val_mean_absolute_error: 60.8786
Epoch 3670/5000
148/148 [==============================] - 0s 34us/step - loss: 3826.1741 - mean_absolute_error: 43.7830 - val_loss: 8337.3835 - val_mean_absolute_error: 60.8763
Epoch 3671/5000
148/148 [==============================] - 0s 27us/step - loss: 3825.6047 - mean_absolute_error: 43.7795 - val_loss: 8336.8997 - val_mean_absolute_error: 60.8743
Epoch 3672/5000
148/148 [==============================] - 0s 27us/step - loss: 3825.0115 - mean_absolute_error: 43.7754 - val_loss: 8336.5475 - val_mean_absolute_error: 60.8726
Epoch 3673/5000
148/148 [==============================] - 0s 20us/step - loss: 3824.4207 - mean_absolute_error: 43.7710 - val_loss: 8336.1709 - val_mean_absolute_error: 60.8708
Epoch 3674/5000
148/148 [==============================] - 0s 27us/step - loss: 3823.8374 - mean_absolute_error: 43.7668 - val_loss: 8335.7299 - val_mean_absolute_error: 60.8690
Epoch 3675/5000
148/148 [==============================] - 0s 20us/step - loss: 3823.2847 - mean_absolute_error: 43.7630 - val_loss: 8335.2908 - val_mean_absolute_error: 60.8675
Epoch 3676/5000
148/148 [==============================] - 0s 20us/step - loss: 3822.7014 - mean_absolute_error: 43.7592 - val_loss: 8334.8603 - val_mean_absolute_error: 60.8661
Epoch 3677/5000
148/148 [==============================] - 0s 27us/step - loss: 3822.1099 - mean_absolute_error: 43.7556 - val_loss: 8334.3179 - val_mean_absolute_error: 60.8645
Epoch 3678/5000
148/148 [==============================] - 0s 27us/step - loss: 3821.5051 - mean_absolute_error: 43.7522 - val_loss: 8333.7680 - val_mean_absolute_error: 60.8631
Epoch 3679/5000
148/148 [==============================] - 0s 20us/step - loss: 3820.9490 - mean_absolute_error: 43.7490 - val_loss: 8333.1982 - val_mean_absolute_error: 60.8613
Epoch 3680/5000
148/148 [==============================] - 0s 34us/step - loss: 3820.3838 - mean_absolute_error: 43.7457 - val_loss: 8332.7085 - val_mean_absolute_error: 60.8595
Epoch 3681/5000
148/148 [==============================] - 0s 20us/step - loss: 3819.7974 - mean_absolute_error: 43.7418 - val_loss: 8332.3105 - val_mean_absolute_error: 60.8578
Epoch 3682/5000
148/148 [==============================] - 0s 20us/step - loss: 3819.1868 - mean_absolute_error: 43.7375 - val_loss: 8331.9396 - val_mean_absolute_error: 60.8559
Epoch 3683/5000
148/148 [==============================] - 0s 34us/step - loss: 3818.6077 - mean_absolute_error: 43.7330 - val_loss: 8331.4762 - val_mean_absolute_error: 60.8540
Epoch 3684/5000
148/148 [==============================] - 0s 27us/step - loss: 3818.0400 - mean_absolute_error: 43.7288 - val_loss: 8330.9573 - val_mean_absolute_error: 60.8521
Epoch 3685/5000
148/148 [==============================] - 0s 27us/step - loss: 3817.4641 - mean_absolute_error: 43.7249 - val_loss: 8330.3311 - val_mean_absolute_error: 60.8501
Epoch 3686/5000
148/148 [==============================] - 0s 20us/step - loss: 3816.8523 - mean_absolute_error: 43.7212 - val_loss: 8329.6189 - val_mean_absolute_error: 60.8482
Epoch 3687/5000
148/148 [==============================] - 0s 20us/step - loss: 3816.2681 - mean_absolute_error: 43.7181 - val_loss: 8329.0005 - val_mean_absolute_error: 60.8463
Epoch 3688/5000
148/148 [==============================] - 0s 20us/step - loss: 3815.7107 - mean_absolute_error: 43.7145 - val_loss: 8328.5014 - val_mean_absolute_error: 60.8446
Epoch 3689/5000
148/148 [==============================] - 0s 27us/step - loss: 3815.1199 - mean_absolute_error: 43.7104 - val_loss: 8328.0835 - val_mean_absolute_error: 60.8429
Epoch 3690/5000
148/148 [==============================] - 0s 27us/step - loss: 3814.5190 - mean_absolute_error: 43.7059 - val_loss: 8327.6061 - val_mean_absolute_error: 60.8411
Epoch 3691/5000
148/148 [==============================] - 0s 20us/step - loss: 3813.9370 - mean_absolute_error: 43.7019 - val_loss: 8327.1004 - val_mean_absolute_error: 60.8391
Epoch 3692/5000
148/148 [==============================] - 0s 27us/step - loss: 3813.3599 - mean_absolute_error: 43.6981 - val_loss: 8326.6337 - val_mean_absolute_error: 60.8373
Epoch 3693/5000
148/148 [==============================] - 0s 27us/step - loss: 3812.7812 - mean_absolute_error: 43.6943 - val_loss: 8326.2442 - val_mean_absolute_error: 60.8359
Epoch 3694/5000
148/148 [==============================] - 0s 27us/step - loss: 3812.2134 - mean_absolute_error: 43.6904 - val_loss: 8325.7749 - val_mean_absolute_error: 60.8343
Epoch 3695/5000
148/148 [==============================] - 0s 20us/step - loss: 3811.6304 - mean_absolute_error: 43.6866 - val_loss: 8325.2251 - val_mean_absolute_error: 60.8327
Epoch 3696/5000
148/148 [==============================] - 0s 27us/step - loss: 3811.0381 - mean_absolute_error: 43.6830 - val_loss: 8324.6718 - val_mean_absolute_error: 60.8309
Epoch 3697/5000
148/148 [==============================] - 0s 27us/step - loss: 3810.4802 - mean_absolute_error: 43.6794 - val_loss: 8324.1558 - val_mean_absolute_error: 60.8290
Epoch 3698/5000
148/148 [==============================] - 0s 27us/step - loss: 3809.9131 - mean_absolute_error: 43.6756 - val_loss: 8323.7057 - val_mean_absolute_error: 60.8272
Epoch 3699/5000
148/148 [==============================] - 0s 20us/step - loss: 3809.3311 - mean_absolute_error: 43.6715 - val_loss: 8323.2756 - val_mean_absolute_error: 60.8255
Epoch 3700/5000
148/148 [==============================] - 0s 41us/step - loss: 3808.7385 - mean_absolute_error: 43.6673 - val_loss: 8322.8594 - val_mean_absolute_error: 60.8242
Epoch 3701/5000
148/148 [==============================] - 0s 27us/step - loss: 3808.1460 - mean_absolute_error: 43.6634 - val_loss: 8322.3330 - val_mean_absolute_error: 60.8227
Epoch 3702/5000
148/148 [==============================] - 0s 27us/step - loss: 3807.5759 - mean_absolute_error: 43.6600 - val_loss: 8321.8049 - val_mean_absolute_error: 60.8212
Epoch 3703/5000
148/148 [==============================] - 0s 27us/step - loss: 3807.0195 - mean_absolute_error: 43.6566 - val_loss: 8321.2524 - val_mean_absolute_error: 60.8193
Epoch 3704/5000
148/148 [==============================] - 0s 20us/step - loss: 3806.4294 - mean_absolute_error: 43.6531 - val_loss: 8320.6762 - val_mean_absolute_error: 60.8173
Epoch 3705/5000
148/148 [==============================] - 0s 27us/step - loss: 3805.8264 - mean_absolute_error: 43.6498 - val_loss: 8320.2116 - val_mean_absolute_error: 60.8154
Epoch 3706/5000
148/148 [==============================] - 0s 27us/step - loss: 3805.2432 - mean_absolute_error: 43.6459 - val_loss: 8319.8339 - val_mean_absolute_error: 60.8138
Epoch 3707/5000
148/148 [==============================] - 0s 27us/step - loss: 3804.6929 - mean_absolute_error: 43.6418 - val_loss: 8319.4854 - val_mean_absolute_error: 60.8124
Epoch 3708/5000
148/148 [==============================] - 0s 27us/step - loss: 3804.1360 - mean_absolute_error: 43.6378 - val_loss: 8319.0097 - val_mean_absolute_error: 60.8108
Epoch 3709/5000
148/148 [==============================] - 0s 20us/step - loss: 3803.5481 - mean_absolute_error: 43.6342 - val_loss: 8318.4302 - val_mean_absolute_error: 60.8092
Epoch 3710/5000
148/148 [==============================] - 0s 27us/step - loss: 3802.9600 - mean_absolute_error: 43.6311 - val_loss: 8317.7939 - val_mean_absolute_error: 60.8072
Epoch 3711/5000
148/148 [==============================] - 0s 27us/step - loss: 3802.3704 - mean_absolute_error: 43.6281 - val_loss: 8317.1032 - val_mean_absolute_error: 60.8050
Epoch 3712/5000
148/148 [==============================] - 0s 20us/step - loss: 3801.8120 - mean_absolute_error: 43.6255 - val_loss: 8316.5409 - val_mean_absolute_error: 60.8030
Epoch 3713/5000
148/148 [==============================] - 0s 20us/step - loss: 3801.2551 - mean_absolute_error: 43.6222 - val_loss: 8316.0937 - val_mean_absolute_error: 60.8010
Epoch 3714/5000
148/148 [==============================] - 0s 34us/step - loss: 3800.6719 - mean_absolute_error: 43.6184 - val_loss: 8315.7139 - val_mean_absolute_error: 60.7990
Epoch 3715/5000
148/148 [==============================] - 0s 27us/step - loss: 3800.0845 - mean_absolute_error: 43.6140 - val_loss: 8315.2493 - val_mean_absolute_error: 60.7969
Epoch 3716/5000
148/148 [==============================] - 0s 20us/step - loss: 3799.5300 - mean_absolute_error: 43.6100 - val_loss: 8314.6698 - val_mean_absolute_error: 60.7947
Epoch 3717/5000
148/148 [==============================] - 0s 27us/step - loss: 3798.9756 - mean_absolute_error: 43.6065 - val_loss: 8314.0008 - val_mean_absolute_error: 60.7924
Epoch 3718/5000
148/148 [==============================] - 0s 34us/step - loss: 3798.4028 - mean_absolute_error: 43.6034 - val_loss: 8313.4049 - val_mean_absolute_error: 60.7903
Epoch 3719/5000
148/148 [==============================] - 0s 34us/step - loss: 3797.8079 - mean_absolute_error: 43.6001 - val_loss: 8312.9007 - val_mean_absolute_error: 60.7885
Epoch 3720/5000
148/148 [==============================] - 0s 34us/step - loss: 3797.2256 - mean_absolute_error: 43.5967 - val_loss: 8312.4955 - val_mean_absolute_error: 60.7867
Epoch 3721/5000
148/148 [==============================] - 0s 27us/step - loss: 3796.6707 - mean_absolute_error: 43.5928 - val_loss: 8312.0615 - val_mean_absolute_error: 60.7846
Epoch 3722/5000
148/148 [==============================] - 0s 20us/step - loss: 3796.1135 - mean_absolute_error: 43.5889 - val_loss: 8311.5526 - val_mean_absolute_error: 60.7822
Epoch 3723/5000
148/148 [==============================] - 0s 27us/step - loss: 3795.5381 - mean_absolute_error: 43.5852 - val_loss: 8310.9331 - val_mean_absolute_error: 60.7797
Epoch 3724/5000
148/148 [==============================] - 0s 27us/step - loss: 3794.9492 - mean_absolute_error: 43.5819 - val_loss: 8310.2317 - val_mean_absolute_error: 60.7771
Epoch 3725/5000
148/148 [==============================] - 0s 20us/step - loss: 3794.3599 - mean_absolute_error: 43.5790 - val_loss: 8309.5687 - val_mean_absolute_error: 60.7746
Epoch 3726/5000
148/148 [==============================] - 0s 27us/step - loss: 3793.8020 - mean_absolute_error: 43.5760 - val_loss: 8308.9846 - val_mean_absolute_error: 60.7722
Epoch 3727/5000
148/148 [==============================] - 0s 34us/step - loss: 3793.2429 - mean_absolute_error: 43.5726 - val_loss: 8308.5111 - val_mean_absolute_error: 60.7699
Epoch 3728/5000
148/148 [==============================] - 0s 27us/step - loss: 3792.6777 - mean_absolute_error: 43.5688 - val_loss: 8308.1275 - val_mean_absolute_error: 60.7680
Epoch 3729/5000
148/148 [==============================] - 0s 27us/step - loss: 3792.0930 - mean_absolute_error: 43.5647 - val_loss: 8307.6968 - val_mean_absolute_error: 60.7662
Epoch 3730/5000
148/148 [==============================] - 0s 27us/step - loss: 3791.5261 - mean_absolute_error: 43.5609 - val_loss: 8307.1753 - val_mean_absolute_error: 60.7643
Epoch 3731/5000
148/148 [==============================] - 0s 27us/step - loss: 3790.9507 - mean_absolute_error: 43.5575 - val_loss: 8306.5920 - val_mean_absolute_error: 60.7621
Epoch 3732/5000
148/148 [==============================] - 0s 27us/step - loss: 3790.3918 - mean_absolute_error: 43.5543 - val_loss: 8306.0263 - val_mean_absolute_error: 60.7597
Epoch 3733/5000
148/148 [==============================] - 0s 34us/step - loss: 3789.8044 - mean_absolute_error: 43.5507 - val_loss: 8305.5174 - val_mean_absolute_error: 60.7575
Epoch 3734/5000
148/148 [==============================] - 0s 27us/step - loss: 3789.2437 - mean_absolute_error: 43.5468 - val_loss: 8304.9750 - val_mean_absolute_error: 60.7553
Epoch 3735/5000
148/148 [==============================] - 0s 20us/step - loss: 3788.6794 - mean_absolute_error: 43.5431 - val_loss: 8304.4070 - val_mean_absolute_error: 60.7531
Epoch 3736/5000
148/148 [==============================] - 0s 27us/step - loss: 3788.0991 - mean_absolute_error: 43.5393 - val_loss: 8303.7809 - val_mean_absolute_error: 60.7509
Epoch 3737/5000
148/148 [==============================] - 0s 27us/step - loss: 3787.5063 - mean_absolute_error: 43.5358 - val_loss: 8303.2058 - val_mean_absolute_error: 60.7489
Epoch 3738/5000
148/148 [==============================] - 0s 34us/step - loss: 3786.9519 - mean_absolute_error: 43.5322 - val_loss: 8302.6812 - val_mean_absolute_error: 60.7469
Epoch 3739/5000
148/148 [==============================] - 0s 27us/step - loss: 3786.3928 - mean_absolute_error: 43.5287 - val_loss: 8302.1039 - val_mean_absolute_error: 60.7448
Epoch 3740/5000
148/148 [==============================] - 0s 34us/step - loss: 3785.8142 - mean_absolute_error: 43.5253 - val_loss: 8301.5753 - val_mean_absolute_error: 60.7426
Epoch 3741/5000
148/148 [==============================] - 0s 27us/step - loss: 3785.2275 - mean_absolute_error: 43.5219 - val_loss: 8301.0142 - val_mean_absolute_error: 60.7403
Epoch 3742/5000
148/148 [==============================] - 0s 27us/step - loss: 3784.6528 - mean_absolute_error: 43.5186 - val_loss: 8300.5491 - val_mean_absolute_error: 60.7380
Epoch 3743/5000
148/148 [==============================] - 0s 34us/step - loss: 3784.0618 - mean_absolute_error: 43.5146 - val_loss: 8300.0627 - val_mean_absolute_error: 60.7355
Epoch 3744/5000
148/148 [==============================] - 0s 27us/step - loss: 3783.4924 - mean_absolute_error: 43.5108 - val_loss: 8299.5263 - val_mean_absolute_error: 60.7331
Epoch 3745/5000
148/148 [==============================] - 0s 27us/step - loss: 3782.9307 - mean_absolute_error: 43.5070 - val_loss: 8298.9982 - val_mean_absolute_error: 60.7308
Epoch 3746/5000
148/148 [==============================] - 0s 27us/step - loss: 3782.3518 - mean_absolute_error: 43.5035 - val_loss: 8298.5150 - val_mean_absolute_error: 60.7289
Epoch 3747/5000
148/148 [==============================] - 0s 27us/step - loss: 3781.7593 - mean_absolute_error: 43.4999 - val_loss: 8297.9462 - val_mean_absolute_error: 60.7268
Epoch 3748/5000
148/148 [==============================] - 0s 20us/step - loss: 3781.1960 - mean_absolute_error: 43.4969 - val_loss: 8297.3164 - val_mean_absolute_error: 60.7247
Epoch 3749/5000
148/148 [==============================] - 0s 27us/step - loss: 3780.6187 - mean_absolute_error: 43.4940 - val_loss: 8296.6676 - val_mean_absolute_error: 60.7223
Epoch 3750/5000
148/148 [==============================] - 0s 27us/step - loss: 3780.0337 - mean_absolute_error: 43.4910 - val_loss: 8296.1179 - val_mean_absolute_error: 60.7200
Epoch 3751/5000
148/148 [==============================] - 0s 27us/step - loss: 3779.4333 - mean_absolute_error: 43.4875 - val_loss: 8295.6483 - val_mean_absolute_error: 60.7180
Epoch 3752/5000
148/148 [==============================] - 0s 27us/step - loss: 3778.8530 - mean_absolute_error: 43.4838 - val_loss: 8295.1679 - val_mean_absolute_error: 60.7161
Epoch 3753/5000
148/148 [==============================] - 0s 27us/step - loss: 3778.2788 - mean_absolute_error: 43.4802 - val_loss: 8294.6331 - val_mean_absolute_error: 60.7140
Epoch 3754/5000
148/148 [==============================] - 0s 27us/step - loss: 3777.7141 - mean_absolute_error: 43.4769 - val_loss: 8294.0048 - val_mean_absolute_error: 60.7118
Epoch 3755/5000
148/148 [==============================] - 0s 34us/step - loss: 3777.1238 - mean_absolute_error: 43.4740 - val_loss: 8293.3598 - val_mean_absolute_error: 60.7094
Epoch 3756/5000
148/148 [==============================] - 0s 34us/step - loss: 3776.5337 - mean_absolute_error: 43.4711 - val_loss: 8292.8068 - val_mean_absolute_error: 60.7073
Epoch 3757/5000
148/148 [==============================] - 0s 27us/step - loss: 3775.9727 - mean_absolute_error: 43.4680 - val_loss: 8292.3718 - val_mean_absolute_error: 60.7054
Epoch 3758/5000
148/148 [==============================] - 0s 27us/step - loss: 3775.3936 - mean_absolute_error: 43.4645 - val_loss: 8292.0173 - val_mean_absolute_error: 60.7036
Epoch 3759/5000
148/148 [==============================] - 0s 27us/step - loss: 3774.8118 - mean_absolute_error: 43.4608 - val_loss: 8291.6366 - val_mean_absolute_error: 60.7017
Epoch 3760/5000
148/148 [==============================] - 0s 20us/step - loss: 3774.2305 - mean_absolute_error: 43.4573 - val_loss: 8291.1810 - val_mean_absolute_error: 60.6996
Epoch 3761/5000
148/148 [==============================] - 0s 27us/step - loss: 3773.6360 - mean_absolute_error: 43.4538 - val_loss: 8290.6793 - val_mean_absolute_error: 60.6975
Epoch 3762/5000
148/148 [==============================] - 0s 20us/step - loss: 3773.0730 - mean_absolute_error: 43.4506 - val_loss: 8290.0761 - val_mean_absolute_error: 60.6953
Epoch 3763/5000
148/148 [==============================] - 0s 34us/step - loss: 3772.4946 - mean_absolute_error: 43.4476 - val_loss: 8289.4643 - val_mean_absolute_error: 60.6930
Epoch 3764/5000
148/148 [==============================] - 0s 20us/step - loss: 3771.9143 - mean_absolute_error: 43.4445 - val_loss: 8288.8824 - val_mean_absolute_error: 60.6909
Epoch 3765/5000
148/148 [==============================] - 0s 27us/step - loss: 3771.3137 - mean_absolute_error: 43.4412 - val_loss: 8288.3248 - val_mean_absolute_error: 60.6888
Epoch 3766/5000
148/148 [==============================] - 0s 27us/step - loss: 3770.6992 - mean_absolute_error: 43.4378 - val_loss: 8287.7359 - val_mean_absolute_error: 60.6867
Epoch 3767/5000
148/148 [==============================] - 0s 27us/step - loss: 3770.1516 - mean_absolute_error: 43.4347 - val_loss: 8287.1501 - val_mean_absolute_error: 60.6845
Epoch 3768/5000
148/148 [==============================] - 0s 27us/step - loss: 3769.5869 - mean_absolute_error: 43.4316 - val_loss: 8286.5662 - val_mean_absolute_error: 60.6823
Epoch 3769/5000
148/148 [==============================] - 0s 34us/step - loss: 3769.0022 - mean_absolute_error: 43.4285 - val_loss: 8286.0713 - val_mean_absolute_error: 60.6803
Epoch 3770/5000
148/148 [==============================] - 0s 20us/step - loss: 3768.4028 - mean_absolute_error: 43.4251 - val_loss: 8285.6752 - val_mean_absolute_error: 60.6784
Epoch 3771/5000
148/148 [==============================] - 0s 27us/step - loss: 3767.7888 - mean_absolute_error: 43.4216 - val_loss: 8285.2834 - val_mean_absolute_error: 60.6768
Epoch 3772/5000
148/148 [==============================] - 0s 20us/step - loss: 3767.2129 - mean_absolute_error: 43.4181 - val_loss: 8284.7668 - val_mean_absolute_error: 60.6748
Epoch 3773/5000
148/148 [==============================] - 0s 20us/step - loss: 3766.6321 - mean_absolute_error: 43.4151 - val_loss: 8284.2038 - val_mean_absolute_error: 60.6726
Epoch 3774/5000
148/148 [==============================] - 0s 27us/step - loss: 3766.0586 - mean_absolute_error: 43.4120 - val_loss: 8283.7409 - val_mean_absolute_error: 60.6705
Epoch 3775/5000
148/148 [==============================] - 0s 20us/step - loss: 3765.4763 - mean_absolute_error: 43.4085 - val_loss: 8283.2682 - val_mean_absolute_error: 60.6684
Epoch 3776/5000
148/148 [==============================] - 0s 20us/step - loss: 3764.8918 - mean_absolute_error: 43.4050 - val_loss: 8282.6944 - val_mean_absolute_error: 60.6662
Epoch 3777/5000
148/148 [==============================] - 0s 34us/step - loss: 3764.3083 - mean_absolute_error: 43.4017 - val_loss: 8282.1204 - val_mean_absolute_error: 60.6640
Epoch 3778/5000
148/148 [==============================] - 0s 27us/step - loss: 3763.7322 - mean_absolute_error: 43.3985 - val_loss: 8281.5933 - val_mean_absolute_error: 60.6622
Epoch 3779/5000
148/148 [==============================] - 0s 27us/step - loss: 3763.1538 - mean_absolute_error: 43.3951 - val_loss: 8281.0677 - val_mean_absolute_error: 60.6603
Epoch 3780/5000
148/148 [==============================] - 0s 27us/step - loss: 3762.5664 - mean_absolute_error: 43.3918 - val_loss: 8280.5760 - val_mean_absolute_error: 60.6583
Epoch 3781/5000
148/148 [==============================] - 0s 34us/step - loss: 3761.9890 - mean_absolute_error: 43.3884 - val_loss: 8280.0621 - val_mean_absolute_error: 60.6563
Epoch 3782/5000
148/148 [==============================] - 0s 27us/step - loss: 3761.4194 - mean_absolute_error: 43.3852 - val_loss: 8279.5563 - val_mean_absolute_error: 60.6542
Epoch 3783/5000
148/148 [==============================] - 0s 20us/step - loss: 3760.8010 - mean_absolute_error: 43.3819 - val_loss: 8279.0400 - val_mean_absolute_error: 60.6523
Epoch 3784/5000
148/148 [==============================] - 0s 27us/step - loss: 3760.1199 - mean_absolute_error: 43.3784 - val_loss: 8278.5128 - val_mean_absolute_error: 60.6505
Epoch 3785/5000
148/148 [==============================] - 0s 27us/step - loss: 3759.4211 - mean_absolute_error: 43.3749 - val_loss: 8277.9367 - val_mean_absolute_error: 60.6488
Epoch 3786/5000
148/148 [==============================] - 0s 27us/step - loss: 3758.7124 - mean_absolute_error: 43.3716 - val_loss: 8277.3829 - val_mean_absolute_error: 60.6471
Epoch 3787/5000
148/148 [==============================] - 0s 27us/step - loss: 3757.9717 - mean_absolute_error: 43.3681 - val_loss: 8276.9605 - val_mean_absolute_error: 60.6458
Epoch 3788/5000
148/148 [==============================] - 0s 27us/step - loss: 3757.2180 - mean_absolute_error: 43.3643 - val_loss: 8276.4664 - val_mean_absolute_error: 60.6447
Epoch 3789/5000
148/148 [==============================] - 0s 27us/step - loss: 3756.4670 - mean_absolute_error: 43.3608 - val_loss: 8275.8776 - val_mean_absolute_error: 60.6436
Epoch 3790/5000
148/148 [==============================] - 0s 27us/step - loss: 3755.6863 - mean_absolute_error: 43.3577 - val_loss: 8275.3499 - val_mean_absolute_error: 60.6425
Epoch 3791/5000
148/148 [==============================] - 0s 27us/step - loss: 3754.9253 - mean_absolute_error: 43.3546 - val_loss: 8274.8798 - val_mean_absolute_error: 60.6414
Epoch 3792/5000
148/148 [==============================] - 0s 27us/step - loss: 3754.1389 - mean_absolute_error: 43.3510 - val_loss: 8274.4436 - val_mean_absolute_error: 60.6403
Epoch 3793/5000
148/148 [==============================] - 0s 27us/step - loss: 3753.3711 - mean_absolute_error: 43.3472 - val_loss: 8273.9497 - val_mean_absolute_error: 60.6393
Epoch 3794/5000
148/148 [==============================] - 0s 34us/step - loss: 3752.6147 - mean_absolute_error: 43.3437 - val_loss: 8273.3799 - val_mean_absolute_error: 60.6381
Epoch 3795/5000
148/148 [==============================] - 0s 20us/step - loss: 3751.8357 - mean_absolute_error: 43.3404 - val_loss: 8272.7866 - val_mean_absolute_error: 60.6371
Epoch 3796/5000
148/148 [==============================] - 0s 27us/step - loss: 3751.0430 - mean_absolute_error: 43.3370 - val_loss: 8272.1344 - val_mean_absolute_error: 60.6360
Epoch 3797/5000
148/148 [==============================] - 0s 41us/step - loss: 3750.2617 - mean_absolute_error: 43.3340 - val_loss: 8271.4620 - val_mean_absolute_error: 60.6347
Epoch 3798/5000
148/148 [==============================] - 0s 34us/step - loss: 3749.4966 - mean_absolute_error: 43.3311 - val_loss: 8270.9242 - val_mean_absolute_error: 60.6335
Epoch 3799/5000
148/148 [==============================] - 0s 27us/step - loss: 3748.7078 - mean_absolute_error: 43.3276 - val_loss: 8270.4263 - val_mean_absolute_error: 60.6323
Epoch 3800/5000
148/148 [==============================] - 0s 27us/step - loss: 3747.9041 - mean_absolute_error: 43.3239 - val_loss: 8270.0219 - val_mean_absolute_error: 60.6314
Epoch 3801/5000
148/148 [==============================] - 0s 27us/step - loss: 3747.0908 - mean_absolute_error: 43.3200 - val_loss: 8269.6665 - val_mean_absolute_error: 60.6305
Epoch 3802/5000
148/148 [==============================] - 0s 20us/step - loss: 3746.2981 - mean_absolute_error: 43.3161 - val_loss: 8269.2096 - val_mean_absolute_error: 60.6297
Epoch 3803/5000
148/148 [==============================] - 0s 27us/step - loss: 3745.5046 - mean_absolute_error: 43.3125 - val_loss: 8268.6827 - val_mean_absolute_error: 60.6287
Epoch 3804/5000
148/148 [==============================] - 0s 27us/step - loss: 3744.6956 - mean_absolute_error: 43.3091 - val_loss: 8268.0839 - val_mean_absolute_error: 60.6277
Epoch 3805/5000
148/148 [==============================] - 0s 27us/step - loss: 3743.8645 - mean_absolute_error: 43.3057 - val_loss: 8267.4325 - val_mean_absolute_error: 60.6266
Epoch 3806/5000
148/148 [==============================] - 0s 27us/step - loss: 3743.0474 - mean_absolute_error: 43.3025 - val_loss: 8266.8160 - val_mean_absolute_error: 60.6253
Epoch 3807/5000
148/148 [==============================] - 0s 27us/step - loss: 3742.2383 - mean_absolute_error: 43.2991 - val_loss: 8266.2345 - val_mean_absolute_error: 60.6239
Epoch 3808/5000
148/148 [==============================] - 0s 27us/step - loss: 3741.4121 - mean_absolute_error: 43.2955 - val_loss: 8265.6882 - val_mean_absolute_error: 60.6227
Epoch 3809/5000
148/148 [==============================] - 0s 27us/step - loss: 3740.5742 - mean_absolute_error: 43.2916 - val_loss: 8265.2402 - val_mean_absolute_error: 60.6215
Epoch 3810/5000
148/148 [==============================] - 0s 27us/step - loss: 3739.7402 - mean_absolute_error: 43.2873 - val_loss: 8264.7801 - val_mean_absolute_error: 60.6205
Epoch 3811/5000
148/148 [==============================] - 0s 34us/step - loss: 3738.9399 - mean_absolute_error: 43.2833 - val_loss: 8264.2816 - val_mean_absolute_error: 60.6196
Epoch 3812/5000
148/148 [==============================] - 0s 20us/step - loss: 3738.1221 - mean_absolute_error: 43.2794 - val_loss: 8263.7906 - val_mean_absolute_error: 60.6186
Epoch 3813/5000
148/148 [==============================] - 0s 27us/step - loss: 3737.2808 - mean_absolute_error: 43.2754 - val_loss: 8263.2410 - val_mean_absolute_error: 60.6173
Epoch 3814/5000
148/148 [==============================] - 0s 27us/step - loss: 3736.4514 - mean_absolute_error: 43.2716 - val_loss: 8262.6897 - val_mean_absolute_error: 60.6159
Epoch 3815/5000
148/148 [==============================] - 0s 27us/step - loss: 3735.6331 - mean_absolute_error: 43.2680 - val_loss: 8262.0967 - val_mean_absolute_error: 60.6144
Epoch 3816/5000
148/148 [==============================] - 0s 27us/step - loss: 3734.7930 - mean_absolute_error: 43.2643 - val_loss: 8261.4764 - val_mean_absolute_error: 60.6129
Epoch 3817/5000
148/148 [==============================] - 0s 27us/step - loss: 3733.9729 - mean_absolute_error: 43.2606 - val_loss: 8260.8615 - val_mean_absolute_error: 60.6116
Epoch 3818/5000
148/148 [==============================] - 0s 27us/step - loss: 3733.1604 - mean_absolute_error: 43.2569 - val_loss: 8260.2968 - val_mean_absolute_error: 60.6102
Epoch 3819/5000
148/148 [==============================] - 0s 34us/step - loss: 3732.3210 - mean_absolute_error: 43.2528 - val_loss: 8259.7990 - val_mean_absolute_error: 60.6089
Epoch 3820/5000
148/148 [==============================] - 0s 27us/step - loss: 3731.4932 - mean_absolute_error: 43.2486 - val_loss: 8259.3873 - val_mean_absolute_error: 60.6076
Epoch 3821/5000
148/148 [==============================] - 0s 34us/step - loss: 3730.6821 - mean_absolute_error: 43.2442 - val_loss: 8258.9024 - val_mean_absolute_error: 60.6062
Epoch 3822/5000
148/148 [==============================] - 0s 27us/step - loss: 3729.9312 - mean_absolute_error: 43.2402 - val_loss: 8258.3650 - val_mean_absolute_error: 60.6048
Epoch 3823/5000
148/148 [==============================] - 0s 27us/step - loss: 3729.2002 - mean_absolute_error: 43.2365 - val_loss: 8257.7666 - val_mean_absolute_error: 60.6034
Epoch 3824/5000
148/148 [==============================] - 0s 27us/step - loss: 3728.4648 - mean_absolute_error: 43.2330 - val_loss: 8257.1543 - val_mean_absolute_error: 60.6018
Epoch 3825/5000
148/148 [==============================] - 0s 27us/step - loss: 3727.7344 - mean_absolute_error: 43.2295 - val_loss: 8256.5495 - val_mean_absolute_error: 60.6000
Epoch 3826/5000
148/148 [==============================] - 0s 20us/step - loss: 3727.0254 - mean_absolute_error: 43.2262 - val_loss: 8256.0103 - val_mean_absolute_error: 60.5982
Epoch 3827/5000
148/148 [==============================] - 0s 27us/step - loss: 3726.3513 - mean_absolute_error: 43.2228 - val_loss: 8255.5056 - val_mean_absolute_error: 60.5964
Epoch 3828/5000
148/148 [==============================] - 0s 27us/step - loss: 3725.6794 - mean_absolute_error: 43.2190 - val_loss: 8255.0619 - val_mean_absolute_error: 60.5947
Epoch 3829/5000
148/148 [==============================] - 0s 27us/step - loss: 3724.9912 - mean_absolute_error: 43.2150 - val_loss: 8254.6660 - val_mean_absolute_error: 60.5933
Epoch 3830/5000
148/148 [==============================] - 0s 34us/step - loss: 3724.2998 - mean_absolute_error: 43.2108 - val_loss: 8254.2710 - val_mean_absolute_error: 60.5916
Epoch 3831/5000
148/148 [==============================] - 0s 20us/step - loss: 3723.6284 - mean_absolute_error: 43.2068 - val_loss: 8253.8255 - val_mean_absolute_error: 60.5897
Epoch 3832/5000
148/148 [==============================] - 0s 34us/step - loss: 3722.9641 - mean_absolute_error: 43.2031 - val_loss: 8253.2713 - val_mean_absolute_error: 60.5876
Epoch 3833/5000
148/148 [==============================] - 0s 34us/step - loss: 3722.2854 - mean_absolute_error: 43.1997 - val_loss: 8252.6866 - val_mean_absolute_error: 60.5853
Epoch 3834/5000
148/148 [==============================] - 0s 27us/step - loss: 3721.6128 - mean_absolute_error: 43.1963 - val_loss: 8252.2011 - val_mean_absolute_error: 60.5831
Epoch 3835/5000
148/148 [==============================] - 0s 27us/step - loss: 3720.9321 - mean_absolute_error: 43.1925 - val_loss: 8251.7606 - val_mean_absolute_error: 60.5814
Epoch 3836/5000
148/148 [==============================] - 0s 27us/step - loss: 3720.2725 - mean_absolute_error: 43.1886 - val_loss: 8251.3478 - val_mean_absolute_error: 60.5797
Epoch 3837/5000
148/148 [==============================] - 0s 34us/step - loss: 3719.6133 - mean_absolute_error: 43.1844 - val_loss: 8250.8794 - val_mean_absolute_error: 60.5781
Epoch 3838/5000
148/148 [==============================] - 0s 20us/step - loss: 3718.9468 - mean_absolute_error: 43.1804 - val_loss: 8250.4239 - val_mean_absolute_error: 60.5765
Epoch 3839/5000
148/148 [==============================] - 0s 27us/step - loss: 3718.2727 - mean_absolute_error: 43.1763 - val_loss: 8249.9657 - val_mean_absolute_error: 60.5747
Epoch 3840/5000
148/148 [==============================] - 0s 27us/step - loss: 3717.5916 - mean_absolute_error: 43.1723 - val_loss: 8249.4278 - val_mean_absolute_error: 60.5727
Epoch 3841/5000
148/148 [==============================] - 0s 27us/step - loss: 3716.9421 - mean_absolute_error: 43.1689 - val_loss: 8248.8936 - val_mean_absolute_error: 60.5708
Epoch 3842/5000
148/148 [==============================] - 0s 20us/step - loss: 3716.2864 - mean_absolute_error: 43.1655 - val_loss: 8248.3944 - val_mean_absolute_error: 60.5688
Epoch 3843/5000
148/148 [==============================] - 0s 27us/step - loss: 3715.6389 - mean_absolute_error: 43.1620 - val_loss: 8247.9869 - val_mean_absolute_error: 60.5667
Epoch 3844/5000
148/148 [==============================] - 0s 27us/step - loss: 3714.9634 - mean_absolute_error: 43.1579 - val_loss: 8247.6605 - val_mean_absolute_error: 60.5645
Epoch 3845/5000
148/148 [==============================] - 0s 27us/step - loss: 3714.2888 - mean_absolute_error: 43.1532 - val_loss: 8247.3249 - val_mean_absolute_error: 60.5626
Epoch 3846/5000
148/148 [==============================] - 0s 20us/step - loss: 3713.6399 - mean_absolute_error: 43.1487 - val_loss: 8246.8888 - val_mean_absolute_error: 60.5605
Epoch 3847/5000
148/148 [==============================] - 0s 27us/step - loss: 3712.9658 - mean_absolute_error: 43.1446 - val_loss: 8246.3394 - val_mean_absolute_error: 60.5583
Epoch 3848/5000
148/148 [==============================] - 0s 20us/step - loss: 3712.3142 - mean_absolute_error: 43.1409 - val_loss: 8245.7786 - val_mean_absolute_error: 60.5560
Epoch 3849/5000
148/148 [==============================] - 0s 20us/step - loss: 3711.6401 - mean_absolute_error: 43.1369 - val_loss: 8245.2034 - val_mean_absolute_error: 60.5535
Epoch 3850/5000
148/148 [==============================] - 0s 34us/step - loss: 3710.9502 - mean_absolute_error: 43.1329 - val_loss: 8244.6235 - val_mean_absolute_error: 60.5510
Epoch 3851/5000
148/148 [==============================] - 0s 27us/step - loss: 3710.2900 - mean_absolute_error: 43.1287 - val_loss: 8244.0893 - val_mean_absolute_error: 60.5488
Epoch 3852/5000
148/148 [==============================] - 0s 27us/step - loss: 3709.6394 - mean_absolute_error: 43.1247 - val_loss: 8243.5814 - val_mean_absolute_error: 60.5467
Epoch 3853/5000
148/148 [==============================] - 0s 27us/step - loss: 3708.9507 - mean_absolute_error: 43.1204 - val_loss: 8243.1231 - val_mean_absolute_error: 60.5449
Epoch 3854/5000
148/148 [==============================] - 0s 34us/step - loss: 3708.2681 - mean_absolute_error: 43.1162 - val_loss: 8242.6440 - val_mean_absolute_error: 60.5427
Epoch 3855/5000
148/148 [==============================] - 0s 27us/step - loss: 3707.6123 - mean_absolute_error: 43.1120 - val_loss: 8242.1194 - val_mean_absolute_error: 60.5403
Epoch 3856/5000
148/148 [==============================] - 0s 34us/step - loss: 3706.9333 - mean_absolute_error: 43.1079 - val_loss: 8241.5414 - val_mean_absolute_error: 60.5377
Epoch 3857/5000
148/148 [==============================] - 0s 27us/step - loss: 3706.2830 - mean_absolute_error: 43.1040 - val_loss: 8240.9763 - val_mean_absolute_error: 60.5353
Epoch 3858/5000
148/148 [==============================] - 0s 27us/step - loss: 3705.6182 - mean_absolute_error: 43.1002 - val_loss: 8240.4504 - val_mean_absolute_error: 60.5332
Epoch 3859/5000
148/148 [==============================] - 0s 20us/step - loss: 3704.9429 - mean_absolute_error: 43.0961 - val_loss: 8239.9475 - val_mean_absolute_error: 60.5311
Epoch 3860/5000
148/148 [==============================] - 0s 27us/step - loss: 3704.2737 - mean_absolute_error: 43.0920 - val_loss: 8239.3857 - val_mean_absolute_error: 60.5288
Epoch 3861/5000
148/148 [==============================] - 0s 27us/step - loss: 3703.6123 - mean_absolute_error: 43.0881 - val_loss: 8238.8507 - val_mean_absolute_error: 60.5263
Epoch 3862/5000
148/148 [==============================] - 0s 20us/step - loss: 3702.9460 - mean_absolute_error: 43.0840 - val_loss: 8238.3029 - val_mean_absolute_error: 60.5235
Epoch 3863/5000
148/148 [==============================] - 0s 27us/step - loss: 3702.2581 - mean_absolute_error: 43.0799 - val_loss: 8237.6423 - val_mean_absolute_error: 60.5205
Epoch 3864/5000
148/148 [==============================] - 0s 34us/step - loss: 3701.6064 - mean_absolute_error: 43.0763 - val_loss: 8237.0555 - val_mean_absolute_error: 60.5177
Epoch 3865/5000
148/148 [==============================] - 0s 27us/step - loss: 3700.9446 - mean_absolute_error: 43.0723 - val_loss: 8236.5304 - val_mean_absolute_error: 60.5153
Epoch 3866/5000
148/148 [==============================] - 0s 20us/step - loss: 3700.2778 - mean_absolute_error: 43.0680 - val_loss: 8235.9294 - val_mean_absolute_error: 60.5130
Epoch 3867/5000
148/148 [==============================] - 0s 27us/step - loss: 3699.6089 - mean_absolute_error: 43.0640 - val_loss: 8235.3374 - val_mean_absolute_error: 60.5106
Epoch 3868/5000
148/148 [==============================] - 0s 27us/step - loss: 3698.9426 - mean_absolute_error: 43.0602 - val_loss: 8234.6940 - val_mean_absolute_error: 60.5081
Epoch 3869/5000
148/148 [==============================] - 0s 27us/step - loss: 3698.2893 - mean_absolute_error: 43.0565 - val_loss: 8234.1345 - val_mean_absolute_error: 60.5055
Epoch 3870/5000
148/148 [==============================] - 0s 20us/step - loss: 3697.6211 - mean_absolute_error: 43.0524 - val_loss: 8233.6481 - val_mean_absolute_error: 60.5029
Epoch 3871/5000
148/148 [==============================] - 0s 20us/step - loss: 3696.9363 - mean_absolute_error: 43.0481 - val_loss: 8233.2503 - val_mean_absolute_error: 60.5005
Epoch 3872/5000
148/148 [==============================] - 0s 34us/step - loss: 3696.3027 - mean_absolute_error: 43.0436 - val_loss: 8232.7511 - val_mean_absolute_error: 60.4982
Epoch 3873/5000
148/148 [==============================] - 0s 27us/step - loss: 3695.6453 - mean_absolute_error: 43.0395 - val_loss: 8232.1464 - val_mean_absolute_error: 60.4959
Epoch 3874/5000
148/148 [==============================] - 0s 27us/step - loss: 3694.9548 - mean_absolute_error: 43.0357 - val_loss: 8231.4299 - val_mean_absolute_error: 60.4935
Epoch 3875/5000
148/148 [==============================] - 0s 27us/step - loss: 3694.2656 - mean_absolute_error: 43.0323 - val_loss: 8230.7012 - val_mean_absolute_error: 60.4911
Epoch 3876/5000
148/148 [==============================] - 0s 27us/step - loss: 3693.6418 - mean_absolute_error: 43.0291 - val_loss: 8230.0956 - val_mean_absolute_error: 60.4889
Epoch 3877/5000
148/148 [==============================] - 0s 27us/step - loss: 3692.9949 - mean_absolute_error: 43.0254 - val_loss: 8229.6100 - val_mean_absolute_error: 60.4868
Epoch 3878/5000
148/148 [==============================] - 0s 34us/step - loss: 3692.3049 - mean_absolute_error: 43.0210 - val_loss: 8229.2337 - val_mean_absolute_error: 60.4848
Epoch 3879/5000
148/148 [==============================] - 0s 20us/step - loss: 3691.6169 - mean_absolute_error: 43.0162 - val_loss: 8228.8202 - val_mean_absolute_error: 60.4824
Epoch 3880/5000
148/148 [==============================] - 0s 27us/step - loss: 3690.9680 - mean_absolute_error: 43.0116 - val_loss: 8228.3003 - val_mean_absolute_error: 60.4800
Epoch 3881/5000
148/148 [==============================] - 0s 34us/step - loss: 3690.3235 - mean_absolute_error: 43.0075 - val_loss: 8227.6907 - val_mean_absolute_error: 60.4775
Epoch 3882/5000
148/148 [==============================] - 0s 20us/step - loss: 3689.6492 - mean_absolute_error: 43.0037 - val_loss: 8226.9717 - val_mean_absolute_error: 60.4749
Epoch 3883/5000
148/148 [==============================] - 0s 34us/step - loss: 3688.9509 - mean_absolute_error: 43.0003 - val_loss: 8226.1553 - val_mean_absolute_error: 60.4723
Epoch 3884/5000
148/148 [==============================] - 0s 27us/step - loss: 3688.2698 - mean_absolute_error: 42.9973 - val_loss: 8225.3918 - val_mean_absolute_error: 60.4699
Epoch 3885/5000
148/148 [==============================] - 0s 27us/step - loss: 3687.6389 - mean_absolute_error: 42.9942 - val_loss: 8224.7765 - val_mean_absolute_error: 60.4678
Epoch 3886/5000
148/148 [==============================] - 0s 27us/step - loss: 3686.9734 - mean_absolute_error: 42.9903 - val_loss: 8224.2880 - val_mean_absolute_error: 60.4657
Epoch 3887/5000
148/148 [==============================] - 0s 27us/step - loss: 3686.2778 - mean_absolute_error: 42.9858 - val_loss: 8223.8481 - val_mean_absolute_error: 60.4636
Epoch 3888/5000
148/148 [==============================] - 0s 20us/step - loss: 3685.6135 - mean_absolute_error: 42.9813 - val_loss: 8223.4194 - val_mean_absolute_error: 60.4614
Epoch 3889/5000
148/148 [==============================] - 0s 27us/step - loss: 3684.9666 - mean_absolute_error: 42.9769 - val_loss: 8222.8995 - val_mean_absolute_error: 60.4591
Epoch 3890/5000
148/148 [==============================] - 0s 27us/step - loss: 3684.3137 - mean_absolute_error: 42.9730 - val_loss: 8222.3211 - val_mean_absolute_error: 60.4569
Epoch 3891/5000
148/148 [==============================] - 0s 34us/step - loss: 3683.6550 - mean_absolute_error: 42.9694 - val_loss: 8221.7192 - val_mean_absolute_error: 60.4544
Epoch 3892/5000
148/148 [==============================] - 0s 20us/step - loss: 3682.9775 - mean_absolute_error: 42.9658 - val_loss: 8221.1023 - val_mean_absolute_error: 60.4519
Epoch 3893/5000
148/148 [==============================] - 0s 27us/step - loss: 3682.3103 - mean_absolute_error: 42.9622 - val_loss: 8220.3966 - val_mean_absolute_error: 60.4494
Epoch 3894/5000
148/148 [==============================] - 0s 27us/step - loss: 3681.6609 - mean_absolute_error: 42.9591 - val_loss: 8219.6999 - val_mean_absolute_error: 60.4470
Epoch 3895/5000
148/148 [==============================] - 0s 27us/step - loss: 3681.0051 - mean_absolute_error: 42.9559 - val_loss: 8219.0813 - val_mean_absolute_error: 60.4448
Epoch 3896/5000
148/148 [==============================] - 0s 20us/step - loss: 3680.3398 - mean_absolute_error: 42.9523 - val_loss: 8218.5753 - val_mean_absolute_error: 60.4427
Epoch 3897/5000
148/148 [==============================] - 0s 27us/step - loss: 3679.6685 - mean_absolute_error: 42.9482 - val_loss: 8218.0999 - val_mean_absolute_error: 60.4408
Epoch 3898/5000
148/148 [==============================] - 0s 27us/step - loss: 3679.0161 - mean_absolute_error: 42.9440 - val_loss: 8217.6038 - val_mean_absolute_error: 60.4390
Epoch 3899/5000
148/148 [==============================] - 0s 27us/step - loss: 3678.3623 - mean_absolute_error: 42.9400 - val_loss: 8216.9907 - val_mean_absolute_error: 60.4370
Epoch 3900/5000
148/148 [==============================] - 0s 27us/step - loss: 3677.7429 - mean_absolute_error: 42.9366 - val_loss: 8216.3611 - val_mean_absolute_error: 60.4347
Epoch 3901/5000
148/148 [==============================] - 0s 27us/step - loss: 3677.1406 - mean_absolute_error: 42.9331 - val_loss: 8215.7204 - val_mean_absolute_error: 60.4320
Epoch 3902/5000
148/148 [==============================] - 0s 34us/step - loss: 3676.5366 - mean_absolute_error: 42.9296 - val_loss: 8215.0842 - val_mean_absolute_error: 60.4293
Epoch 3903/5000
148/148 [==============================] - 0s 20us/step - loss: 3675.9370 - mean_absolute_error: 42.9262 - val_loss: 8214.4109 - val_mean_absolute_error: 60.4267
Epoch 3904/5000
148/148 [==============================] - 0s 27us/step - loss: 3675.3374 - mean_absolute_error: 42.9229 - val_loss: 8213.8201 - val_mean_absolute_error: 60.4243
Epoch 3905/5000
148/148 [==============================] - 0s 27us/step - loss: 3674.7466 - mean_absolute_error: 42.9194 - val_loss: 8213.3468 - val_mean_absolute_error: 60.4220
Epoch 3906/5000
148/148 [==============================] - 0s 27us/step - loss: 3674.1614 - mean_absolute_error: 42.9154 - val_loss: 8212.9126 - val_mean_absolute_error: 60.4197
Epoch 3907/5000
148/148 [==============================] - 0s 20us/step - loss: 3673.5696 - mean_absolute_error: 42.9113 - val_loss: 8212.4685 - val_mean_absolute_error: 60.4175
Epoch 3908/5000
148/148 [==============================] - 0s 27us/step - loss: 3672.9709 - mean_absolute_error: 42.9072 - val_loss: 8211.9088 - val_mean_absolute_error: 60.4151
Epoch 3909/5000
148/148 [==============================] - 0s 27us/step - loss: 3672.3911 - mean_absolute_error: 42.9035 - val_loss: 8211.3313 - val_mean_absolute_error: 60.4126
Epoch 3910/5000
148/148 [==============================] - 0s 20us/step - loss: 3671.8103 - mean_absolute_error: 42.8998 - val_loss: 8210.7273 - val_mean_absolute_error: 60.4097
Epoch 3911/5000
148/148 [==============================] - 0s 27us/step - loss: 3671.2065 - mean_absolute_error: 42.8962 - val_loss: 8210.1654 - val_mean_absolute_error: 60.4070
Epoch 3912/5000
148/148 [==============================] - 0s 20us/step - loss: 3670.6152 - mean_absolute_error: 42.8924 - val_loss: 8209.5947 - val_mean_absolute_error: 60.4043
Epoch 3913/5000
148/148 [==============================] - 0s 27us/step - loss: 3670.0244 - mean_absolute_error: 42.8886 - val_loss: 8209.0321 - val_mean_absolute_error: 60.4018
Epoch 3914/5000
148/148 [==============================] - 0s 20us/step - loss: 3669.4426 - mean_absolute_error: 42.8849 - val_loss: 8208.4129 - val_mean_absolute_error: 60.3990
Epoch 3915/5000
148/148 [==============================] - 0s 34us/step - loss: 3668.8691 - mean_absolute_error: 42.8815 - val_loss: 8207.7788 - val_mean_absolute_error: 60.3961
Epoch 3916/5000
148/148 [==============================] - 0s 27us/step - loss: 3668.2744 - mean_absolute_error: 42.8779 - val_loss: 8207.2725 - val_mean_absolute_error: 60.3935
Epoch 3917/5000
148/148 [==============================] - 0s 27us/step - loss: 3667.6782 - mean_absolute_error: 42.8739 - val_loss: 8206.8832 - val_mean_absolute_error: 60.3910
Epoch 3918/5000
148/148 [==============================] - 0s 20us/step - loss: 3667.1226 - mean_absolute_error: 42.8696 - val_loss: 8206.4271 - val_mean_absolute_error: 60.3885
Epoch 3919/5000
148/148 [==============================] - 0s 34us/step - loss: 3666.5498 - mean_absolute_error: 42.8656 - val_loss: 8205.8715 - val_mean_absolute_error: 60.3859
Epoch 3920/5000
148/148 [==============================] - 0s 20us/step - loss: 3665.9497 - mean_absolute_error: 42.8621 - val_loss: 8205.2127 - val_mean_absolute_error: 60.3832
Epoch 3921/5000
148/148 [==============================] - 0s 27us/step - loss: 3665.3484 - mean_absolute_error: 42.8590 - val_loss: 8204.6292 - val_mean_absolute_error: 60.3805
Epoch 3922/5000
148/148 [==============================] - 0s 34us/step - loss: 3664.7732 - mean_absolute_error: 42.8555 - val_loss: 8204.1134 - val_mean_absolute_error: 60.3777
Epoch 3923/5000
148/148 [==============================] - 0s 34us/step - loss: 3664.1934 - mean_absolute_error: 42.8515 - val_loss: 8203.5776 - val_mean_absolute_error: 60.3750
Epoch 3924/5000
148/148 [==============================] - 0s 27us/step - loss: 3663.6196 - mean_absolute_error: 42.8477 - val_loss: 8202.9913 - val_mean_absolute_error: 60.3723
Epoch 3925/5000
148/148 [==============================] - 0s 27us/step - loss: 3663.0398 - mean_absolute_error: 42.8441 - val_loss: 8202.4143 - val_mean_absolute_error: 60.3698
Epoch 3926/5000
148/148 [==============================] - 0s 27us/step - loss: 3662.4636 - mean_absolute_error: 42.8407 - val_loss: 8201.8514 - val_mean_absolute_error: 60.3672
Epoch 3927/5000
148/148 [==============================] - 0s 27us/step - loss: 3661.8801 - mean_absolute_error: 42.8373 - val_loss: 8201.3231 - val_mean_absolute_error: 60.3647
Epoch 3928/5000
148/148 [==============================] - 0s 27us/step - loss: 3661.3044 - mean_absolute_error: 42.8339 - val_loss: 8200.8808 - val_mean_absolute_error: 60.3622
Epoch 3929/5000
148/148 [==============================] - 0s 20us/step - loss: 3660.7319 - mean_absolute_error: 42.8301 - val_loss: 8200.4553 - val_mean_absolute_error: 60.3598
Epoch 3930/5000
148/148 [==============================] - 0s 34us/step - loss: 3660.1580 - mean_absolute_error: 42.8262 - val_loss: 8199.9194 - val_mean_absolute_error: 60.3571
Epoch 3931/5000
148/148 [==============================] - 0s 27us/step - loss: 3659.5776 - mean_absolute_error: 42.8227 - val_loss: 8199.3234 - val_mean_absolute_error: 60.3545
Epoch 3932/5000
148/148 [==============================] - 0s 27us/step - loss: 3658.9961 - mean_absolute_error: 42.8193 - val_loss: 8198.7579 - val_mean_absolute_error: 60.3518
Epoch 3933/5000
148/148 [==============================] - 0s 27us/step - loss: 3658.4312 - mean_absolute_error: 42.8158 - val_loss: 8198.2219 - val_mean_absolute_error: 60.3492
Epoch 3934/5000
148/148 [==============================] - 0s 34us/step - loss: 3657.8601 - mean_absolute_error: 42.8122 - val_loss: 8197.6606 - val_mean_absolute_error: 60.3464
Epoch 3935/5000
148/148 [==============================] - 0s 20us/step - loss: 3657.2686 - mean_absolute_error: 42.8086 - val_loss: 8197.0258 - val_mean_absolute_error: 60.3437
Epoch 3936/5000
148/148 [==============================] - 0s 20us/step - loss: 3656.7070 - mean_absolute_error: 42.8053 - val_loss: 8196.5264 - val_mean_absolute_error: 60.3412
Epoch 3937/5000
148/148 [==============================] - 0s 20us/step - loss: 3656.1492 - mean_absolute_error: 42.8018 - val_loss: 8195.9728 - val_mean_absolute_error: 60.3385
Epoch 3938/5000
148/148 [==============================] - 0s 34us/step - loss: 3655.5642 - mean_absolute_error: 42.7984 - val_loss: 8195.3645 - val_mean_absolute_error: 60.3357
Epoch 3939/5000
148/148 [==============================] - 0s 27us/step - loss: 3654.9773 - mean_absolute_error: 42.7951 - val_loss: 8194.8307 - val_mean_absolute_error: 60.3330
Epoch 3940/5000
148/148 [==============================] - 0s 27us/step - loss: 3654.4189 - mean_absolute_error: 42.7917 - val_loss: 8194.3117 - val_mean_absolute_error: 60.3303
Epoch 3941/5000
148/148 [==============================] - 0s 27us/step - loss: 3653.8601 - mean_absolute_error: 42.7882 - val_loss: 8193.7756 - val_mean_absolute_error: 60.3278
Epoch 3942/5000
148/148 [==============================] - 0s 27us/step - loss: 3653.2754 - mean_absolute_error: 42.7847 - val_loss: 8193.2352 - val_mean_absolute_error: 60.3253
Epoch 3943/5000
148/148 [==============================] - 0s 27us/step - loss: 3652.6921 - mean_absolute_error: 42.7813 - val_loss: 8192.6485 - val_mean_absolute_error: 60.3227
Epoch 3944/5000
148/148 [==============================] - 0s 20us/step - loss: 3652.1123 - mean_absolute_error: 42.7780 - val_loss: 8192.0970 - val_mean_absolute_error: 60.3199
Epoch 3945/5000
148/148 [==============================] - 0s 27us/step - loss: 3651.5422 - mean_absolute_error: 42.7747 - val_loss: 8191.5742 - val_mean_absolute_error: 60.3172
Epoch 3946/5000
148/148 [==============================] - 0s 20us/step - loss: 3650.9705 - mean_absolute_error: 42.7713 - val_loss: 8191.1138 - val_mean_absolute_error: 60.3146
Epoch 3947/5000
148/148 [==============================] - 0s 27us/step - loss: 3650.4155 - mean_absolute_error: 42.7677 - val_loss: 8190.5340 - val_mean_absolute_error: 60.3120
Epoch 3948/5000
148/148 [==============================] - 0s 27us/step - loss: 3649.8413 - mean_absolute_error: 42.7645 - val_loss: 8189.9363 - val_mean_absolute_error: 60.3097
Epoch 3949/5000
148/148 [==============================] - 0s 20us/step - loss: 3649.2446 - mean_absolute_error: 42.7613 - val_loss: 8189.3836 - val_mean_absolute_error: 60.3073
Epoch 3950/5000
148/148 [==============================] - 0s 27us/step - loss: 3648.7031 - mean_absolute_error: 42.7582 - val_loss: 8188.8129 - val_mean_absolute_error: 60.3048
Epoch 3951/5000
148/148 [==============================] - 0s 34us/step - loss: 3648.1414 - mean_absolute_error: 42.7550 - val_loss: 8188.3198 - val_mean_absolute_error: 60.3022
Epoch 3952/5000
148/148 [==============================] - 0s 27us/step - loss: 3647.5532 - mean_absolute_error: 42.7514 - val_loss: 8187.8179 - val_mean_absolute_error: 60.2994
Epoch 3953/5000
148/148 [==============================] - 0s 27us/step - loss: 3646.9868 - mean_absolute_error: 42.7479 - val_loss: 8187.3348 - val_mean_absolute_error: 60.2968
Epoch 3954/5000
148/148 [==============================] - 0s 34us/step - loss: 3646.4248 - mean_absolute_error: 42.7443 - val_loss: 8186.7680 - val_mean_absolute_error: 60.2942
Epoch 3955/5000
148/148 [==============================] - 0s 20us/step - loss: 3645.8455 - mean_absolute_error: 42.7411 - val_loss: 8186.1444 - val_mean_absolute_error: 60.2918
Epoch 3956/5000
148/148 [==============================] - 0s 27us/step - loss: 3645.2715 - mean_absolute_error: 42.7381 - val_loss: 8185.5653 - val_mean_absolute_error: 60.2895
Epoch 3957/5000
148/148 [==============================] - 0s 27us/step - loss: 3644.6963 - mean_absolute_error: 42.7350 - val_loss: 8184.9985 - val_mean_absolute_error: 60.2873
Epoch 3958/5000
148/148 [==============================] - 0s 27us/step - loss: 3644.1174 - mean_absolute_error: 42.7317 - val_loss: 8184.4008 - val_mean_absolute_error: 60.2847
Epoch 3959/5000
148/148 [==============================] - 0s 20us/step - loss: 3643.5354 - mean_absolute_error: 42.7283 - val_loss: 8183.8305 - val_mean_absolute_error: 60.2821
Epoch 3960/5000
148/148 [==============================] - 0s 27us/step - loss: 3642.9670 - mean_absolute_error: 42.7249 - val_loss: 8183.2044 - val_mean_absolute_error: 60.2793
Epoch 3961/5000
148/148 [==============================] - 0s 27us/step - loss: 3642.3853 - mean_absolute_error: 42.7217 - val_loss: 8182.6453 - val_mean_absolute_error: 60.2766
Epoch 3962/5000
148/148 [==============================] - 0s 27us/step - loss: 3641.8201 - mean_absolute_error: 42.7185 - val_loss: 8182.2010 - val_mean_absolute_error: 60.2741
Epoch 3963/5000
148/148 [==============================] - 0s 34us/step - loss: 3641.2617 - mean_absolute_error: 42.7149 - val_loss: 8181.6994 - val_mean_absolute_error: 60.2716
Epoch 3964/5000
148/148 [==============================] - 0s 27us/step - loss: 3640.6880 - mean_absolute_error: 42.7115 - val_loss: 8181.1636 - val_mean_absolute_error: 60.2692
Epoch 3965/5000
148/148 [==============================] - 0s 20us/step - loss: 3640.1216 - mean_absolute_error: 42.7081 - val_loss: 8180.5579 - val_mean_absolute_error: 60.2668
Epoch 3966/5000
148/148 [==============================] - 0s 34us/step - loss: 3639.5452 - mean_absolute_error: 42.7050 - val_loss: 8179.9281 - val_mean_absolute_error: 60.2645
Epoch 3967/5000
148/148 [==============================] - 0s 27us/step - loss: 3638.9595 - mean_absolute_error: 42.7020 - val_loss: 8179.2766 - val_mean_absolute_error: 60.2621
Epoch 3968/5000
148/148 [==============================] - 0s 20us/step - loss: 3638.4219 - mean_absolute_error: 42.6993 - val_loss: 8178.7108 - val_mean_absolute_error: 60.2598
Epoch 3969/5000
148/148 [==============================] - 0s 20us/step - loss: 3637.8877 - mean_absolute_error: 42.6962 - val_loss: 8178.1427 - val_mean_absolute_error: 60.2574
Epoch 3970/5000
148/148 [==============================] - 0s 27us/step - loss: 3637.3201 - mean_absolute_error: 42.6928 - val_loss: 8177.5735 - val_mean_absolute_error: 60.2548
Epoch 3971/5000
148/148 [==============================] - 0s 27us/step - loss: 3636.7554 - mean_absolute_error: 42.6894 - val_loss: 8177.1094 - val_mean_absolute_error: 60.2526
Epoch 3972/5000
148/148 [==============================] - 0s 27us/step - loss: 3636.2070 - mean_absolute_error: 42.6858 - val_loss: 8176.6721 - val_mean_absolute_error: 60.2505
Epoch 3973/5000
148/148 [==============================] - 0s 34us/step - loss: 3635.6602 - mean_absolute_error: 42.6823 - val_loss: 8176.1185 - val_mean_absolute_error: 60.2483
Epoch 3974/5000
148/148 [==============================] - 0s 27us/step - loss: 3635.0898 - mean_absolute_error: 42.6791 - val_loss: 8175.5477 - val_mean_absolute_error: 60.2458
Epoch 3975/5000
148/148 [==============================] - 0s 27us/step - loss: 3634.5288 - mean_absolute_error: 42.6760 - val_loss: 8174.9725 - val_mean_absolute_error: 60.2432
Epoch 3976/5000
148/148 [==============================] - 0s 27us/step - loss: 3633.9810 - mean_absolute_error: 42.6729 - val_loss: 8174.4220 - val_mean_absolute_error: 60.2407
Epoch 3977/5000
148/148 [==============================] - 0s 27us/step - loss: 3633.4375 - mean_absolute_error: 42.6698 - val_loss: 8173.8991 - val_mean_absolute_error: 60.2383
Epoch 3978/5000
148/148 [==============================] - 0s 27us/step - loss: 3632.8894 - mean_absolute_error: 42.6665 - val_loss: 8173.4152 - val_mean_absolute_error: 60.2361
Epoch 3979/5000
148/148 [==============================] - 0s 34us/step - loss: 3632.3293 - mean_absolute_error: 42.6631 - val_loss: 8172.9625 - val_mean_absolute_error: 60.2340
Epoch 3980/5000
148/148 [==============================] - 0s 27us/step - loss: 3631.7881 - mean_absolute_error: 42.6595 - val_loss: 8172.4851 - val_mean_absolute_error: 60.2321
Epoch 3981/5000
148/148 [==============================] - 0s 27us/step - loss: 3631.2419 - mean_absolute_error: 42.6560 - val_loss: 8171.9649 - val_mean_absolute_error: 60.2302
Epoch 3982/5000
148/148 [==============================] - 0s 27us/step - loss: 3630.6887 - mean_absolute_error: 42.6527 - val_loss: 8171.4235 - val_mean_absolute_error: 60.2283
Epoch 3983/5000
148/148 [==============================] - 0s 27us/step - loss: 3630.1482 - mean_absolute_error: 42.6495 - val_loss: 8170.7834 - val_mean_absolute_error: 60.2262
Epoch 3984/5000
148/148 [==============================] - 0s 27us/step - loss: 3629.6128 - mean_absolute_error: 42.6467 - val_loss: 8170.2299 - val_mean_absolute_error: 60.2242
Epoch 3985/5000
148/148 [==============================] - 0s 27us/step - loss: 3629.0586 - mean_absolute_error: 42.6436 - val_loss: 8169.7045 - val_mean_absolute_error: 60.2220
Epoch 3986/5000
148/148 [==============================] - 0s 34us/step - loss: 3628.5132 - mean_absolute_error: 42.6403 - val_loss: 8169.2445 - val_mean_absolute_error: 60.2199
Epoch 3987/5000
148/148 [==============================] - 0s 20us/step - loss: 3627.9602 - mean_absolute_error: 42.6367 - val_loss: 8168.8578 - val_mean_absolute_error: 60.2178
Epoch 3988/5000
148/148 [==============================] - 0s 27us/step - loss: 3627.4016 - mean_absolute_error: 42.6328 - val_loss: 8168.4105 - val_mean_absolute_error: 60.2155
Epoch 3989/5000
148/148 [==============================] - 0s 20us/step - loss: 3626.8442 - mean_absolute_error: 42.6292 - val_loss: 8167.9297 - val_mean_absolute_error: 60.2131
Epoch 3990/5000
148/148 [==============================] - 0s 27us/step - loss: 3626.2974 - mean_absolute_error: 42.6259 - val_loss: 8167.4457 - val_mean_absolute_error: 60.2108
Epoch 3991/5000
148/148 [==============================] - 0s 27us/step - loss: 3625.7534 - mean_absolute_error: 42.6227 - val_loss: 8167.0284 - val_mean_absolute_error: 60.2087
Epoch 3992/5000
148/148 [==============================] - 0s 27us/step - loss: 3625.2119 - mean_absolute_error: 42.6193 - val_loss: 8166.6424 - val_mean_absolute_error: 60.2069
Epoch 3993/5000
148/148 [==============================] - 0s 27us/step - loss: 3624.6643 - mean_absolute_error: 42.6158 - val_loss: 8166.1153 - val_mean_absolute_error: 60.2050
Epoch 3994/5000
148/148 [==============================] - 0s 27us/step - loss: 3624.1191 - mean_absolute_error: 42.6127 - val_loss: 8165.5083 - val_mean_absolute_error: 60.2028
Epoch 3995/5000
148/148 [==============================] - 0s 27us/step - loss: 3623.5620 - mean_absolute_error: 42.6097 - val_loss: 8164.9789 - val_mean_absolute_error: 60.2006
Epoch 3996/5000
148/148 [==============================] - 0s 27us/step - loss: 3623.0105 - mean_absolute_error: 42.6064 - val_loss: 8164.5313 - val_mean_absolute_error: 60.1984
Epoch 3997/5000
148/148 [==============================] - 0s 20us/step - loss: 3622.4741 - mean_absolute_error: 42.6026 - val_loss: 8163.9935 - val_mean_absolute_error: 60.1963
Epoch 3998/5000
148/148 [==============================] - 0s 34us/step - loss: 3621.9270 - mean_absolute_error: 42.5993 - val_loss: 8163.4568 - val_mean_absolute_error: 60.1943
Epoch 3999/5000
148/148 [==============================] - 0s 27us/step - loss: 3621.3708 - mean_absolute_error: 42.5959 - val_loss: 8162.8580 - val_mean_absolute_error: 60.1921
Epoch 4000/5000
148/148 [==============================] - 0s 27us/step - loss: 3620.8167 - mean_absolute_error: 42.5929 - val_loss: 8162.3423 - val_mean_absolute_error: 60.1901
Epoch 4001/5000
148/148 [==============================] - 0s 27us/step - loss: 3620.2725 - mean_absolute_error: 42.5896 - val_loss: 8161.9527 - val_mean_absolute_error: 60.1881
Epoch 4002/5000
148/148 [==============================] - 0s 20us/step - loss: 3619.7378 - mean_absolute_error: 42.5860 - val_loss: 8161.4791 - val_mean_absolute_error: 60.1861
Epoch 4003/5000
148/148 [==============================] - 0s 27us/step - loss: 3619.1926 - mean_absolute_error: 42.5827 - val_loss: 8160.9559 - val_mean_absolute_error: 60.1840
Epoch 4004/5000
148/148 [==============================] - 0s 27us/step - loss: 3618.6272 - mean_absolute_error: 42.5795 - val_loss: 8160.4794 - val_mean_absolute_error: 60.1820
Epoch 4005/5000
148/148 [==============================] - 0s 27us/step - loss: 3618.0833 - mean_absolute_error: 42.5762 - val_loss: 8160.0936 - val_mean_absolute_error: 60.1801
Epoch 4006/5000
148/148 [==============================] - 0s 27us/step - loss: 3617.5515 - mean_absolute_error: 42.5728 - val_loss: 8159.6951 - val_mean_absolute_error: 60.1783
Epoch 4007/5000
148/148 [==============================] - 0s 27us/step - loss: 3617.0105 - mean_absolute_error: 42.5694 - val_loss: 8159.1751 - val_mean_absolute_error: 60.1763
Epoch 4008/5000
148/148 [==============================] - 0s 34us/step - loss: 3616.4556 - mean_absolute_error: 42.5664 - val_loss: 8158.5905 - val_mean_absolute_error: 60.1741
Epoch 4009/5000
148/148 [==============================] - 0s 27us/step - loss: 3615.9236 - mean_absolute_error: 42.5636 - val_loss: 8158.0929 - val_mean_absolute_error: 60.1718
Epoch 4010/5000
148/148 [==============================] - 0s 20us/step - loss: 3615.3831 - mean_absolute_error: 42.5603 - val_loss: 8157.6626 - val_mean_absolute_error: 60.1696
Epoch 4011/5000
148/148 [==============================] - 0s 27us/step - loss: 3614.8323 - mean_absolute_error: 42.5567 - val_loss: 8157.2276 - val_mean_absolute_error: 60.1674
Epoch 4012/5000
148/148 [==============================] - 0s 20us/step - loss: 3614.2842 - mean_absolute_error: 42.5529 - val_loss: 8156.8144 - val_mean_absolute_error: 60.1655
Epoch 4013/5000
148/148 [==============================] - 0s 20us/step - loss: 3613.7505 - mean_absolute_error: 42.5493 - val_loss: 8156.2955 - val_mean_absolute_error: 60.1636
Epoch 4014/5000
148/148 [==============================] - 0s 34us/step - loss: 3613.2002 - mean_absolute_error: 42.5462 - val_loss: 8155.7659 - val_mean_absolute_error: 60.1618
Epoch 4015/5000
148/148 [==============================] - 0s 20us/step - loss: 3612.6423 - mean_absolute_error: 42.5430 - val_loss: 8155.2011 - val_mean_absolute_error: 60.1599
Epoch 4016/5000
148/148 [==============================] - 0s 34us/step - loss: 3612.1018 - mean_absolute_error: 42.5402 - val_loss: 8154.6265 - val_mean_absolute_error: 60.1578
Epoch 4017/5000
148/148 [==============================] - 0s 27us/step - loss: 3611.5586 - mean_absolute_error: 42.5372 - val_loss: 8154.0002 - val_mean_absolute_error: 60.1555
Epoch 4018/5000
148/148 [==============================] - 0s 34us/step - loss: 3611.0400 - mean_absolute_error: 42.5345 - val_loss: 8153.5135 - val_mean_absolute_error: 60.1533
Epoch 4019/5000
148/148 [==============================] - 0s 34us/step - loss: 3610.4844 - mean_absolute_error: 42.5310 - val_loss: 8153.1255 - val_mean_absolute_error: 60.1513
Epoch 4020/5000
148/148 [==============================] - 0s 41us/step - loss: 3609.9304 - mean_absolute_error: 42.5274 - val_loss: 8152.7666 - val_mean_absolute_error: 60.1493
Epoch 4021/5000
148/148 [==============================] - 0s 34us/step - loss: 3609.3911 - mean_absolute_error: 42.5238 - val_loss: 8152.3881 - val_mean_absolute_error: 60.1475
Epoch 4022/5000
148/148 [==============================] - 0s 27us/step - loss: 3608.8340 - mean_absolute_error: 42.5202 - val_loss: 8151.9893 - val_mean_absolute_error: 60.1457
Epoch 4023/5000
148/148 [==============================] - 0s 27us/step - loss: 3608.2910 - mean_absolute_error: 42.5169 - val_loss: 8151.5286 - val_mean_absolute_error: 60.1438
Epoch 4024/5000
148/148 [==============================] - 0s 27us/step - loss: 3607.7651 - mean_absolute_error: 42.5139 - val_loss: 8151.0408 - val_mean_absolute_error: 60.1417
Epoch 4025/5000
148/148 [==============================] - 0s 27us/step - loss: 3607.2188 - mean_absolute_error: 42.5108 - val_loss: 8150.5617 - val_mean_absolute_error: 60.1395
Epoch 4026/5000
148/148 [==============================] - 0s 27us/step - loss: 3606.6602 - mean_absolute_error: 42.5074 - val_loss: 8150.0671 - val_mean_absolute_error: 60.1375
Epoch 4027/5000
148/148 [==============================] - 0s 20us/step - loss: 3606.1428 - mean_absolute_error: 42.5041 - val_loss: 8149.5999 - val_mean_absolute_error: 60.1356
Epoch 4028/5000
148/148 [==============================] - 0s 27us/step - loss: 3605.6089 - mean_absolute_error: 42.5006 - val_loss: 8149.1435 - val_mean_absolute_error: 60.1340
Epoch 4029/5000
148/148 [==============================] - 0s 27us/step - loss: 3605.0583 - mean_absolute_error: 42.4973 - val_loss: 8148.6685 - val_mean_absolute_error: 60.1323
Epoch 4030/5000
148/148 [==============================] - 0s 20us/step - loss: 3604.5178 - mean_absolute_error: 42.4939 - val_loss: 8148.1117 - val_mean_absolute_error: 60.1302
Epoch 4031/5000
148/148 [==============================] - 0s 27us/step - loss: 3603.9629 - mean_absolute_error: 42.4909 - val_loss: 8147.5153 - val_mean_absolute_error: 60.1279
Epoch 4032/5000
148/148 [==============================] - 0s 20us/step - loss: 3603.4536 - mean_absolute_error: 42.4881 - val_loss: 8146.9422 - val_mean_absolute_error: 60.1256
Epoch 4033/5000
148/148 [==============================] - 0s 27us/step - loss: 3602.9316 - mean_absolute_error: 42.4853 - val_loss: 8146.5210 - val_mean_absolute_error: 60.1235
Epoch 4034/5000
148/148 [==============================] - 0s 27us/step - loss: 3602.3860 - mean_absolute_error: 42.4820 - val_loss: 8146.1971 - val_mean_absolute_error: 60.1216
Epoch 4035/5000
148/148 [==============================] - 0s 27us/step - loss: 3601.8179 - mean_absolute_error: 42.4782 - val_loss: 8145.9281 - val_mean_absolute_error: 60.1198
Epoch 4036/5000
148/148 [==============================] - 0s 27us/step - loss: 3601.2698 - mean_absolute_error: 42.4744 - val_loss: 8145.5962 - val_mean_absolute_error: 60.1180
Epoch 4037/5000
148/148 [==============================] - 0s 34us/step - loss: 3600.7495 - mean_absolute_error: 42.4709 - val_loss: 8145.1432 - val_mean_absolute_error: 60.1162
Epoch 4038/5000
148/148 [==============================] - 0s 27us/step - loss: 3600.2290 - mean_absolute_error: 42.4679 - val_loss: 8144.6567 - val_mean_absolute_error: 60.1143
Epoch 4039/5000
148/148 [==============================] - 0s 27us/step - loss: 3599.6963 - mean_absolute_error: 42.4649 - val_loss: 8144.1417 - val_mean_absolute_error: 60.1123
Epoch 4040/5000
148/148 [==============================] - 0s 27us/step - loss: 3599.1509 - mean_absolute_error: 42.4619 - val_loss: 8143.5704 - val_mean_absolute_error: 60.1102
Epoch 4041/5000
148/148 [==============================] - 0s 27us/step - loss: 3598.5886 - mean_absolute_error: 42.4589 - val_loss: 8142.9564 - val_mean_absolute_error: 60.1082
Epoch 4042/5000
148/148 [==============================] - 0s 27us/step - loss: 3598.0955 - mean_absolute_error: 42.4565 - val_loss: 8142.4372 - val_mean_absolute_error: 60.1063
Epoch 4043/5000
148/148 [==============================] - 0s 20us/step - loss: 3597.5835 - mean_absolute_error: 42.4536 - val_loss: 8141.9159 - val_mean_absolute_error: 60.1043
Epoch 4044/5000
148/148 [==============================] - 0s 27us/step - loss: 3597.0417 - mean_absolute_error: 42.4507 - val_loss: 8141.4691 - val_mean_absolute_error: 60.1024
Epoch 4045/5000
148/148 [==============================] - 0s 27us/step - loss: 3596.4775 - mean_absolute_error: 42.4474 - val_loss: 8141.1301 - val_mean_absolute_error: 60.1005
Epoch 4046/5000
148/148 [==============================] - 0s 20us/step - loss: 3595.9214 - mean_absolute_error: 42.4437 - val_loss: 8140.7211 - val_mean_absolute_error: 60.0985
Epoch 4047/5000
148/148 [==============================] - 0s 27us/step - loss: 3595.4299 - mean_absolute_error: 42.4404 - val_loss: 8140.2124 - val_mean_absolute_error: 60.0964
Epoch 4048/5000
148/148 [==============================] - 0s 27us/step - loss: 3594.9148 - mean_absolute_error: 42.4375 - val_loss: 8139.6602 - val_mean_absolute_error: 60.0943
Epoch 4049/5000
148/148 [==============================] - 0s 20us/step - loss: 3594.3865 - mean_absolute_error: 42.4349 - val_loss: 8139.1404 - val_mean_absolute_error: 60.0926
Epoch 4050/5000
148/148 [==============================] - 0s 34us/step - loss: 3593.8311 - mean_absolute_error: 42.4320 - val_loss: 8138.6722 - val_mean_absolute_error: 60.0909
Epoch 4051/5000
148/148 [==============================] - 0s 20us/step - loss: 3593.2727 - mean_absolute_error: 42.4290 - val_loss: 8138.2365 - val_mean_absolute_error: 60.0892
Epoch 4052/5000
148/148 [==============================] - 0s 27us/step - loss: 3592.7349 - mean_absolute_error: 42.4262 - val_loss: 8137.7769 - val_mean_absolute_error: 60.0872
Epoch 4053/5000
148/148 [==============================] - 0s 20us/step - loss: 3592.2136 - mean_absolute_error: 42.4235 - val_loss: 8137.3033 - val_mean_absolute_error: 60.0851
Epoch 4054/5000
148/148 [==============================] - 0s 27us/step - loss: 3591.6616 - mean_absolute_error: 42.4207 - val_loss: 8136.9115 - val_mean_absolute_error: 60.0831
Epoch 4055/5000
148/148 [==============================] - 0s 20us/step - loss: 3591.0815 - mean_absolute_error: 42.4176 - val_loss: 8136.5843 - val_mean_absolute_error: 60.0810
Epoch 4056/5000
148/148 [==============================] - 0s 27us/step - loss: 3590.5308 - mean_absolute_error: 42.4142 - val_loss: 8136.1611 - val_mean_absolute_error: 60.0791
Epoch 4057/5000
148/148 [==============================] - 0s 34us/step - loss: 3590.0005 - mean_absolute_error: 42.4112 - val_loss: 8135.6654 - val_mean_absolute_error: 60.0772
Epoch 4058/5000
148/148 [==============================] - 0s 20us/step - loss: 3589.4478 - mean_absolute_error: 42.4085 - val_loss: 8135.0876 - val_mean_absolute_error: 60.0752
Epoch 4059/5000
148/148 [==============================] - 0s 27us/step - loss: 3588.8838 - mean_absolute_error: 42.4061 - val_loss: 8134.5584 - val_mean_absolute_error: 60.0735
Epoch 4060/5000
148/148 [==============================] - 0s 27us/step - loss: 3588.3374 - mean_absolute_error: 42.4036 - val_loss: 8134.0463 - val_mean_absolute_error: 60.0717
Epoch 4061/5000
148/148 [==============================] - 0s 20us/step - loss: 3587.7847 - mean_absolute_error: 42.4009 - val_loss: 8133.5468 - val_mean_absolute_error: 60.0699
Epoch 4062/5000
148/148 [==============================] - 0s 20us/step - loss: 3587.2188 - mean_absolute_error: 42.3980 - val_loss: 8133.0260 - val_mean_absolute_error: 60.0678
Epoch 4063/5000
148/148 [==============================] - 0s 27us/step - loss: 3586.6487 - mean_absolute_error: 42.3952 - val_loss: 8132.4939 - val_mean_absolute_error: 60.0656
Epoch 4064/5000
148/148 [==============================] - 0s 34us/step - loss: 3586.0723 - mean_absolute_error: 42.3923 - val_loss: 8131.8804 - val_mean_absolute_error: 60.0634
Epoch 4065/5000
148/148 [==============================] - 0s 27us/step - loss: 3585.5359 - mean_absolute_error: 42.3900 - val_loss: 8131.3640 - val_mean_absolute_error: 60.0614
Epoch 4066/5000
148/148 [==============================] - 0s 34us/step - loss: 3584.9758 - mean_absolute_error: 42.3873 - val_loss: 8130.9436 - val_mean_absolute_error: 60.0594
Epoch 4067/5000
148/148 [==============================] - 0s 20us/step - loss: 3584.3928 - mean_absolute_error: 42.3843 - val_loss: 8130.4959 - val_mean_absolute_error: 60.0576
Epoch 4068/5000
148/148 [==============================] - 0s 27us/step - loss: 3583.8459 - mean_absolute_error: 42.3815 - val_loss: 8130.0369 - val_mean_absolute_error: 60.0559
Epoch 4069/5000
148/148 [==============================] - 0s 34us/step - loss: 3583.2935 - mean_absolute_error: 42.3788 - val_loss: 8129.5506 - val_mean_absolute_error: 60.0539
Epoch 4070/5000
148/148 [==============================] - 0s 27us/step - loss: 3582.7256 - mean_absolute_error: 42.3761 - val_loss: 8129.0142 - val_mean_absolute_error: 60.0519
Epoch 4071/5000
148/148 [==============================] - 0s 27us/step - loss: 3582.1648 - mean_absolute_error: 42.3735 - val_loss: 8128.5547 - val_mean_absolute_error: 60.0503
Epoch 4072/5000
148/148 [==============================] - 0s 27us/step - loss: 3581.6052 - mean_absolute_error: 42.3705 - val_loss: 8128.1013 - val_mean_absolute_error: 60.0487
Epoch 4073/5000
148/148 [==============================] - 0s 27us/step - loss: 3581.0427 - mean_absolute_error: 42.3675 - val_loss: 8127.6467 - val_mean_absolute_error: 60.0471
Epoch 4074/5000
148/148 [==============================] - 0s 27us/step - loss: 3580.4756 - mean_absolute_error: 42.3645 - val_loss: 8127.1157 - val_mean_absolute_error: 60.0452
Epoch 4075/5000
148/148 [==============================] - 0s 34us/step - loss: 3579.9148 - mean_absolute_error: 42.3619 - val_loss: 8126.5451 - val_mean_absolute_error: 60.0431
Epoch 4076/5000
148/148 [==============================] - 0s 27us/step - loss: 3579.3682 - mean_absolute_error: 42.3593 - val_loss: 8125.9911 - val_mean_absolute_error: 60.0409
Epoch 4077/5000
148/148 [==============================] - 0s 20us/step - loss: 3578.8264 - mean_absolute_error: 42.3567 - val_loss: 8125.5748 - val_mean_absolute_error: 60.0390
Epoch 4078/5000
148/148 [==============================] - 0s 27us/step - loss: 3578.2825 - mean_absolute_error: 42.3536 - val_loss: 8125.1965 - val_mean_absolute_error: 60.0374
Epoch 4079/5000
148/148 [==============================] - 0s 27us/step - loss: 3577.7310 - mean_absolute_error: 42.3503 - val_loss: 8124.7896 - val_mean_absolute_error: 60.0357
Epoch 4080/5000
148/148 [==============================] - 0s 20us/step - loss: 3577.1816 - mean_absolute_error: 42.3472 - val_loss: 8124.2538 - val_mean_absolute_error: 60.0336
Epoch 4081/5000
148/148 [==============================] - 0s 27us/step - loss: 3576.6296 - mean_absolute_error: 42.3444 - val_loss: 8123.6952 - val_mean_absolute_error: 60.0316
Epoch 4082/5000
148/148 [==============================] - 0s 27us/step - loss: 3576.0913 - mean_absolute_error: 42.3416 - val_loss: 8123.1673 - val_mean_absolute_error: 60.0295
Epoch 4083/5000
148/148 [==============================] - 0s 34us/step - loss: 3575.5486 - mean_absolute_error: 42.3385 - val_loss: 8122.6222 - val_mean_absolute_error: 60.0273
Epoch 4084/5000
148/148 [==============================] - 0s 27us/step - loss: 3575.0093 - mean_absolute_error: 42.3355 - val_loss: 8122.1054 - val_mean_absolute_error: 60.0249
Epoch 4085/5000
148/148 [==============================] - 0s 27us/step - loss: 3574.4585 - mean_absolute_error: 42.3324 - val_loss: 8121.5961 - val_mean_absolute_error: 60.0226
Epoch 4086/5000
148/148 [==============================] - 0s 20us/step - loss: 3573.9045 - mean_absolute_error: 42.3292 - val_loss: 8121.1372 - val_mean_absolute_error: 60.0204
Epoch 4087/5000
148/148 [==============================] - 0s 27us/step - loss: 3573.3552 - mean_absolute_error: 42.3259 - val_loss: 8120.7503 - val_mean_absolute_error: 60.0183
Epoch 4088/5000
148/148 [==============================] - 0s 27us/step - loss: 3572.8079 - mean_absolute_error: 42.3223 - val_loss: 8120.3039 - val_mean_absolute_error: 60.0161
Epoch 4089/5000
148/148 [==============================] - 0s 27us/step - loss: 3572.2715 - mean_absolute_error: 42.3189 - val_loss: 8119.8145 - val_mean_absolute_error: 60.0137
Epoch 4090/5000
148/148 [==============================] - 0s 27us/step - loss: 3571.7246 - mean_absolute_error: 42.3157 - val_loss: 8119.2251 - val_mean_absolute_error: 60.0113
Epoch 4091/5000
148/148 [==============================] - 0s 34us/step - loss: 3571.1638 - mean_absolute_error: 42.3127 - val_loss: 8118.5764 - val_mean_absolute_error: 60.0086
Epoch 4092/5000
148/148 [==============================] - 0s 27us/step - loss: 3570.6245 - mean_absolute_error: 42.3100 - val_loss: 8118.0287 - val_mean_absolute_error: 60.0061
Epoch 4093/5000
148/148 [==============================] - 0s 20us/step - loss: 3570.0972 - mean_absolute_error: 42.3070 - val_loss: 8117.5589 - val_mean_absolute_error: 60.0037
Epoch 4094/5000
148/148 [==============================] - 0s 27us/step - loss: 3569.5510 - mean_absolute_error: 42.3037 - val_loss: 8117.1229 - val_mean_absolute_error: 60.0016
Epoch 4095/5000
148/148 [==============================] - 0s 27us/step - loss: 3568.9851 - mean_absolute_error: 42.3002 - val_loss: 8116.7352 - val_mean_absolute_error: 59.9995
Epoch 4096/5000
148/148 [==============================] - 0s 34us/step - loss: 3568.4556 - mean_absolute_error: 42.2967 - val_loss: 8116.2854 - val_mean_absolute_error: 59.9973
Epoch 4097/5000
148/148 [==============================] - 0s 27us/step - loss: 3567.9265 - mean_absolute_error: 42.2934 - val_loss: 8115.8217 - val_mean_absolute_error: 59.9950
Epoch 4098/5000
148/148 [==============================] - 0s 27us/step - loss: 3567.3789 - mean_absolute_error: 42.2899 - val_loss: 8115.2949 - val_mean_absolute_error: 59.9925
Epoch 4099/5000
148/148 [==============================] - 0s 27us/step - loss: 3566.8384 - mean_absolute_error: 42.2868 - val_loss: 8114.6867 - val_mean_absolute_error: 59.9899
Epoch 4100/5000
148/148 [==============================] - 0s 20us/step - loss: 3566.2935 - mean_absolute_error: 42.2840 - val_loss: 8114.1696 - val_mean_absolute_error: 59.9876
Epoch 4101/5000
148/148 [==============================] - 0s 27us/step - loss: 3565.7512 - mean_absolute_error: 42.2809 - val_loss: 8113.7235 - val_mean_absolute_error: 59.9856
Epoch 4102/5000
148/148 [==============================] - 0s 27us/step - loss: 3565.1980 - mean_absolute_error: 42.2776 - val_loss: 8113.3348 - val_mean_absolute_error: 59.9835
Epoch 4103/5000
148/148 [==============================] - 0s 27us/step - loss: 3564.6858 - mean_absolute_error: 42.2740 - val_loss: 8112.8836 - val_mean_absolute_error: 59.9812
Epoch 4104/5000
148/148 [==============================] - 0s 20us/step - loss: 3564.1626 - mean_absolute_error: 42.2707 - val_loss: 8112.3450 - val_mean_absolute_error: 59.9788
Epoch 4105/5000
148/148 [==============================] - 0s 27us/step - loss: 3563.6145 - mean_absolute_error: 42.2677 - val_loss: 8111.6980 - val_mean_absolute_error: 59.9764
Epoch 4106/5000
148/148 [==============================] - 0s 34us/step - loss: 3563.0557 - mean_absolute_error: 42.2651 - val_loss: 8111.1522 - val_mean_absolute_error: 59.9740
Epoch 4107/5000
148/148 [==============================] - 0s 27us/step - loss: 3562.5305 - mean_absolute_error: 42.2622 - val_loss: 8110.7288 - val_mean_absolute_error: 59.9718
Epoch 4108/5000
148/148 [==============================] - 0s 27us/step - loss: 3561.9978 - mean_absolute_error: 42.2588 - val_loss: 8110.3720 - val_mean_absolute_error: 59.9697
Epoch 4109/5000
148/148 [==============================] - 0s 27us/step - loss: 3561.4680 - mean_absolute_error: 42.2552 - val_loss: 8109.9265 - val_mean_absolute_error: 59.9672
Epoch 4110/5000
148/148 [==============================] - 0s 20us/step - loss: 3560.9219 - mean_absolute_error: 42.2517 - val_loss: 8109.4175 - val_mean_absolute_error: 59.9647
Epoch 4111/5000
148/148 [==============================] - 0s 27us/step - loss: 3560.4038 - mean_absolute_error: 42.2484 - val_loss: 8108.8080 - val_mean_absolute_error: 59.9621
Epoch 4112/5000
148/148 [==============================] - 0s 27us/step - loss: 3559.8657 - mean_absolute_error: 42.2456 - val_loss: 8108.1862 - val_mean_absolute_error: 59.9597
Epoch 4113/5000
148/148 [==============================] - 0s 20us/step - loss: 3559.3218 - mean_absolute_error: 42.2428 - val_loss: 8107.6336 - val_mean_absolute_error: 59.9573
Epoch 4114/5000
148/148 [==============================] - 0s 20us/step - loss: 3558.7686 - mean_absolute_error: 42.2396 - val_loss: 8107.1682 - val_mean_absolute_error: 59.9550
Epoch 4115/5000
148/148 [==============================] - 0s 34us/step - loss: 3558.2437 - mean_absolute_error: 42.2364 - val_loss: 8106.6805 - val_mean_absolute_error: 59.9524
Epoch 4116/5000
148/148 [==============================] - 0s 20us/step - loss: 3557.7170 - mean_absolute_error: 42.2332 - val_loss: 8106.1412 - val_mean_absolute_error: 59.9499
Epoch 4117/5000
148/148 [==============================] - 0s 27us/step - loss: 3557.1753 - mean_absolute_error: 42.2300 - val_loss: 8105.5445 - val_mean_absolute_error: 59.9474
Epoch 4118/5000
148/148 [==============================] - 0s 27us/step - loss: 3556.6133 - mean_absolute_error: 42.2270 - val_loss: 8105.0404 - val_mean_absolute_error: 59.9450
Epoch 4119/5000
148/148 [==============================] - 0s 27us/step - loss: 3556.1055 - mean_absolute_error: 42.2239 - val_loss: 8104.5815 - val_mean_absolute_error: 59.9428
Epoch 4120/5000
148/148 [==============================] - 0s 34us/step - loss: 3555.5757 - mean_absolute_error: 42.2206 - val_loss: 8104.0864 - val_mean_absolute_error: 59.9404
Epoch 4121/5000
148/148 [==============================] - 0s 27us/step - loss: 3555.0400 - mean_absolute_error: 42.2174 - val_loss: 8103.4818 - val_mean_absolute_error: 59.9379
Epoch 4122/5000
148/148 [==============================] - 0s 27us/step - loss: 3554.4958 - mean_absolute_error: 42.2147 - val_loss: 8102.9488 - val_mean_absolute_error: 59.9354
Epoch 4123/5000
148/148 [==============================] - 0s 27us/step - loss: 3553.9404 - mean_absolute_error: 42.2116 - val_loss: 8102.5221 - val_mean_absolute_error: 59.9332
Epoch 4124/5000
148/148 [==============================] - 0s 27us/step - loss: 3553.4114 - mean_absolute_error: 42.2083 - val_loss: 8102.0270 - val_mean_absolute_error: 59.9309
Epoch 4125/5000
148/148 [==============================] - 0s 27us/step - loss: 3552.8652 - mean_absolute_error: 42.2052 - val_loss: 8101.5649 - val_mean_absolute_error: 59.9286
Epoch 4126/5000
148/148 [==============================] - 0s 34us/step - loss: 3552.3386 - mean_absolute_error: 42.2020 - val_loss: 8101.0147 - val_mean_absolute_error: 59.9262
Epoch 4127/5000
148/148 [==============================] - 0s 20us/step - loss: 3551.7998 - mean_absolute_error: 42.1989 - val_loss: 8100.4617 - val_mean_absolute_error: 59.9237
Epoch 4128/5000
148/148 [==============================] - 0s 27us/step - loss: 3551.2571 - mean_absolute_error: 42.1959 - val_loss: 8099.9840 - val_mean_absolute_error: 59.9212
Epoch 4129/5000
148/148 [==============================] - 0s 27us/step - loss: 3550.7222 - mean_absolute_error: 42.1928 - val_loss: 8099.5838 - val_mean_absolute_error: 59.9189
Epoch 4130/5000
148/148 [==============================] - 0s 27us/step - loss: 3550.2024 - mean_absolute_error: 42.1894 - val_loss: 8099.1323 - val_mean_absolute_error: 59.9166
Epoch 4131/5000
148/148 [==============================] - 0s 27us/step - loss: 3549.6672 - mean_absolute_error: 42.1862 - val_loss: 8098.6402 - val_mean_absolute_error: 59.9144
Epoch 4132/5000
148/148 [==============================] - 0s 20us/step - loss: 3549.1296 - mean_absolute_error: 42.1831 - val_loss: 8098.0503 - val_mean_absolute_error: 59.9121
Epoch 4133/5000
148/148 [==============================] - 0s 27us/step - loss: 3548.5845 - mean_absolute_error: 42.1803 - val_loss: 8097.4705 - val_mean_absolute_error: 59.9099
Epoch 4134/5000
148/148 [==============================] - 0s 27us/step - loss: 3548.0474 - mean_absolute_error: 42.1777 - val_loss: 8096.9619 - val_mean_absolute_error: 59.9076
Epoch 4135/5000
148/148 [==============================] - 0s 34us/step - loss: 3547.5156 - mean_absolute_error: 42.1747 - val_loss: 8096.5298 - val_mean_absolute_error: 59.9053
Epoch 4136/5000
148/148 [==============================] - 0s 27us/step - loss: 3546.9692 - mean_absolute_error: 42.1713 - val_loss: 8096.1722 - val_mean_absolute_error: 59.9032
Epoch 4137/5000
148/148 [==============================] - 0s 20us/step - loss: 3546.4282 - mean_absolute_error: 42.1676 - val_loss: 8095.7491 - val_mean_absolute_error: 59.9008
Epoch 4138/5000
148/148 [==============================] - 0s 27us/step - loss: 3545.8982 - mean_absolute_error: 42.1643 - val_loss: 8095.2582 - val_mean_absolute_error: 59.8984
Epoch 4139/5000
148/148 [==============================] - 0s 27us/step - loss: 3545.3743 - mean_absolute_error: 42.1613 - val_loss: 8094.7510 - val_mean_absolute_error: 59.8961
Epoch 4140/5000
148/148 [==============================] - 0s 20us/step - loss: 3544.8362 - mean_absolute_error: 42.1583 - val_loss: 8094.1687 - val_mean_absolute_error: 59.8938
Epoch 4141/5000
148/148 [==============================] - 0s 27us/step - loss: 3544.2952 - mean_absolute_error: 42.1556 - val_loss: 8093.6325 - val_mean_absolute_error: 59.8915
Epoch 4142/5000
148/148 [==============================] - 0s 20us/step - loss: 3543.7754 - mean_absolute_error: 42.1526 - val_loss: 8093.1617 - val_mean_absolute_error: 59.8893
Epoch 4143/5000
148/148 [==============================] - 0s 27us/step - loss: 3543.2466 - mean_absolute_error: 42.1495 - val_loss: 8092.8142 - val_mean_absolute_error: 59.8874
Epoch 4144/5000
148/148 [==============================] - 0s 27us/step - loss: 3542.7124 - mean_absolute_error: 42.1460 - val_loss: 8092.4007 - val_mean_absolute_error: 59.8852
Epoch 4145/5000
148/148 [==============================] - 0s 27us/step - loss: 3542.1738 - mean_absolute_error: 42.1428 - val_loss: 8091.9576 - val_mean_absolute_error: 59.8829
Epoch 4146/5000
148/148 [==============================] - 0s 20us/step - loss: 3541.6453 - mean_absolute_error: 42.1396 - val_loss: 8091.4468 - val_mean_absolute_error: 59.8806
Epoch 4147/5000
148/148 [==============================] - 0s 27us/step - loss: 3541.1335 - mean_absolute_error: 42.1368 - val_loss: 8090.9710 - val_mean_absolute_error: 59.8784
Epoch 4148/5000
148/148 [==============================] - 0s 27us/step - loss: 3540.5938 - mean_absolute_error: 42.1337 - val_loss: 8090.5412 - val_mean_absolute_error: 59.8765
Epoch 4149/5000
148/148 [==============================] - 0s 27us/step - loss: 3540.0588 - mean_absolute_error: 42.1307 - val_loss: 8090.1592 - val_mean_absolute_error: 59.8747
Epoch 4150/5000
148/148 [==============================] - 0s 20us/step - loss: 3539.5347 - mean_absolute_error: 42.1275 - val_loss: 8089.7672 - val_mean_absolute_error: 59.8726
Epoch 4151/5000
148/148 [==============================] - 0s 34us/step - loss: 3538.9919 - mean_absolute_error: 42.1242 - val_loss: 8089.3447 - val_mean_absolute_error: 59.8704
Epoch 4152/5000
148/148 [==============================] - 0s 27us/step - loss: 3538.4634 - mean_absolute_error: 42.1209 - val_loss: 8088.8015 - val_mean_absolute_error: 59.8681
Epoch 4153/5000
148/148 [==============================] - 0s 27us/step - loss: 3537.9363 - mean_absolute_error: 42.1179 - val_loss: 8088.2452 - val_mean_absolute_error: 59.8660
Epoch 4154/5000
148/148 [==============================] - 0s 27us/step - loss: 3537.4033 - mean_absolute_error: 42.1151 - val_loss: 8087.7410 - val_mean_absolute_error: 59.8640
Epoch 4155/5000
148/148 [==============================] - 0s 34us/step - loss: 3536.8560 - mean_absolute_error: 42.1121 - val_loss: 8087.3376 - val_mean_absolute_error: 59.8623
Epoch 4156/5000
148/148 [==============================] - 0s 20us/step - loss: 3536.3484 - mean_absolute_error: 42.1090 - val_loss: 8086.8891 - val_mean_absolute_error: 59.8601
Epoch 4157/5000
148/148 [==============================] - 0s 27us/step - loss: 3535.8340 - mean_absolute_error: 42.1059 - val_loss: 8086.4481 - val_mean_absolute_error: 59.8579
Epoch 4158/5000
148/148 [==============================] - 0s 27us/step - loss: 3535.2930 - mean_absolute_error: 42.1028 - val_loss: 8086.0057 - val_mean_absolute_error: 59.8556
Epoch 4159/5000
148/148 [==============================] - 0s 27us/step - loss: 3534.7241 - mean_absolute_error: 42.0995 - val_loss: 8085.5923 - val_mean_absolute_error: 59.8533
Epoch 4160/5000
148/148 [==============================] - 0s 20us/step - loss: 3534.2161 - mean_absolute_error: 42.0964 - val_loss: 8085.2298 - val_mean_absolute_error: 59.8513
Epoch 4161/5000
148/148 [==============================] - 0s 27us/step - loss: 3533.7102 - mean_absolute_error: 42.0932 - val_loss: 8084.8627 - val_mean_absolute_error: 59.8494
Epoch 4162/5000
148/148 [==============================] - 0s 20us/step - loss: 3533.1829 - mean_absolute_error: 42.0900 - val_loss: 8084.4865 - val_mean_absolute_error: 59.8475
Epoch 4163/5000
148/148 [==============================] - 0s 27us/step - loss: 3532.6404 - mean_absolute_error: 42.0869 - val_loss: 8084.0880 - val_mean_absolute_error: 59.8457
Epoch 4164/5000
148/148 [==============================] - 0s 20us/step - loss: 3532.1174 - mean_absolute_error: 42.0838 - val_loss: 8083.6099 - val_mean_absolute_error: 59.8437
Epoch 4165/5000
148/148 [==============================] - 0s 34us/step - loss: 3531.6003 - mean_absolute_error: 42.0809 - val_loss: 8083.1058 - val_mean_absolute_error: 59.8415
Epoch 4166/5000
148/148 [==============================] - 0s 27us/step - loss: 3531.0596 - mean_absolute_error: 42.0779 - val_loss: 8082.5777 - val_mean_absolute_error: 59.8391
Epoch 4167/5000
148/148 [==============================] - 0s 20us/step - loss: 3530.4919 - mean_absolute_error: 42.0747 - val_loss: 8082.0405 - val_mean_absolute_error: 59.8367
Epoch 4168/5000
148/148 [==============================] - 0s 34us/step - loss: 3530.0054 - mean_absolute_error: 42.0717 - val_loss: 8081.5684 - val_mean_absolute_error: 59.8347
Epoch 4169/5000
148/148 [==============================] - 0s 27us/step - loss: 3529.4878 - mean_absolute_error: 42.0687 - val_loss: 8081.1590 - val_mean_absolute_error: 59.8329
Epoch 4170/5000
148/148 [==============================] - 0s 27us/step - loss: 3528.9531 - mean_absolute_error: 42.0655 - val_loss: 8080.7911 - val_mean_absolute_error: 59.8311
Epoch 4171/5000
148/148 [==============================] - 0s 27us/step - loss: 3528.4148 - mean_absolute_error: 42.0622 - val_loss: 8080.3675 - val_mean_absolute_error: 59.8292
Epoch 4172/5000
148/148 [==============================] - 0s 27us/step - loss: 3527.8794 - mean_absolute_error: 42.0594 - val_loss: 8079.9223 - val_mean_absolute_error: 59.8271
Epoch 4173/5000
148/148 [==============================] - 0s 27us/step - loss: 3527.3557 - mean_absolute_error: 42.0564 - val_loss: 8079.4552 - val_mean_absolute_error: 59.8248
Epoch 4174/5000
148/148 [==============================] - 0s 27us/step - loss: 3526.8181 - mean_absolute_error: 42.0534 - val_loss: 8079.0633 - val_mean_absolute_error: 59.8227
Epoch 4175/5000
148/148 [==============================] - 0s 34us/step - loss: 3526.2888 - mean_absolute_error: 42.0501 - val_loss: 8078.6764 - val_mean_absolute_error: 59.8206
Epoch 4176/5000
148/148 [==============================] - 0s 20us/step - loss: 3525.7764 - mean_absolute_error: 42.0469 - val_loss: 8078.3340 - val_mean_absolute_error: 59.8188
Epoch 4177/5000
148/148 [==============================] - 0s 27us/step - loss: 3525.2339 - mean_absolute_error: 42.0434 - val_loss: 8078.0092 - val_mean_absolute_error: 59.8171
Epoch 4178/5000
148/148 [==============================] - 0s 34us/step - loss: 3524.7188 - mean_absolute_error: 42.0400 - val_loss: 8077.6020 - val_mean_absolute_error: 59.8153
Epoch 4179/5000
148/148 [==============================] - 0s 27us/step - loss: 3524.2070 - mean_absolute_error: 42.0370 - val_loss: 8077.1005 - val_mean_absolute_error: 59.8132
Epoch 4180/5000
148/148 [==============================] - 0s 20us/step - loss: 3523.6809 - mean_absolute_error: 42.0342 - val_loss: 8076.5674 - val_mean_absolute_error: 59.8109
Epoch 4181/5000
148/148 [==============================] - 0s 34us/step - loss: 3523.1372 - mean_absolute_error: 42.0312 - val_loss: 8075.9937 - val_mean_absolute_error: 59.8085
Epoch 4182/5000
148/148 [==============================] - 0s 27us/step - loss: 3522.6033 - mean_absolute_error: 42.0285 - val_loss: 8075.4353 - val_mean_absolute_error: 59.8061
Epoch 4183/5000
148/148 [==============================] - 0s 27us/step - loss: 3522.0881 - mean_absolute_error: 42.0258 - val_loss: 8074.9461 - val_mean_absolute_error: 59.8041
Epoch 4184/5000
148/148 [==============================] - 0s 27us/step - loss: 3521.5601 - mean_absolute_error: 42.0230 - val_loss: 8074.5649 - val_mean_absolute_error: 59.8026
Epoch 4185/5000
148/148 [==============================] - 0s 20us/step - loss: 3521.0315 - mean_absolute_error: 42.0199 - val_loss: 8074.2250 - val_mean_absolute_error: 59.8009
Epoch 4186/5000
148/148 [==============================] - 0s 27us/step - loss: 3520.4927 - mean_absolute_error: 42.0165 - val_loss: 8073.9393 - val_mean_absolute_error: 59.7991
Epoch 4187/5000
148/148 [==============================] - 0s 27us/step - loss: 3520.0020 - mean_absolute_error: 42.0131 - val_loss: 8073.5288 - val_mean_absolute_error: 59.7971
Epoch 4188/5000
148/148 [==============================] - 0s 27us/step - loss: 3519.4912 - mean_absolute_error: 42.0100 - val_loss: 8073.0355 - val_mean_absolute_error: 59.7951
Epoch 4189/5000
148/148 [==============================] - 0s 27us/step - loss: 3518.9580 - mean_absolute_error: 42.0072 - val_loss: 8072.4496 - val_mean_absolute_error: 59.7930
Epoch 4190/5000
148/148 [==============================] - 0s 27us/step - loss: 3518.4226 - mean_absolute_error: 42.0047 - val_loss: 8071.8632 - val_mean_absolute_error: 59.7905
Epoch 4191/5000
148/148 [==============================] - 0s 27us/step - loss: 3517.8987 - mean_absolute_error: 42.0022 - val_loss: 8071.3704 - val_mean_absolute_error: 59.7881
Epoch 4192/5000
148/148 [==============================] - 0s 27us/step - loss: 3517.3677 - mean_absolute_error: 41.9993 - val_loss: 8070.9411 - val_mean_absolute_error: 59.7857
Epoch 4193/5000
148/148 [==============================] - 0s 27us/step - loss: 3516.8545 - mean_absolute_error: 41.9961 - val_loss: 8070.5564 - val_mean_absolute_error: 59.7837
Epoch 4194/5000
148/148 [==============================] - 0s 20us/step - loss: 3516.3315 - mean_absolute_error: 41.9928 - val_loss: 8070.2348 - val_mean_absolute_error: 59.7819
Epoch 4195/5000
148/148 [==============================] - 0s 27us/step - loss: 3515.8162 - mean_absolute_error: 41.9894 - val_loss: 8069.8309 - val_mean_absolute_error: 59.7798
Epoch 4196/5000
148/148 [==============================] - 0s 34us/step - loss: 3515.2788 - mean_absolute_error: 41.9862 - val_loss: 8069.3820 - val_mean_absolute_error: 59.7777
Epoch 4197/5000
148/148 [==============================] - 0s 20us/step - loss: 3514.7800 - mean_absolute_error: 41.9834 - val_loss: 8068.8778 - val_mean_absolute_error: 59.7756
Epoch 4198/5000
148/148 [==============================] - 0s 34us/step - loss: 3514.2664 - mean_absolute_error: 41.9807 - val_loss: 8068.3613 - val_mean_absolute_error: 59.7733
Epoch 4199/5000
148/148 [==============================] - 0s 27us/step - loss: 3513.7368 - mean_absolute_error: 41.9780 - val_loss: 8067.9201 - val_mean_absolute_error: 59.7712
Epoch 4200/5000
148/148 [==============================] - 0s 27us/step - loss: 3513.1899 - mean_absolute_error: 41.9749 - val_loss: 8067.5652 - val_mean_absolute_error: 59.7692
Epoch 4201/5000
148/148 [==============================] - 0s 20us/step - loss: 3512.6729 - mean_absolute_error: 41.9716 - val_loss: 8067.1300 - val_mean_absolute_error: 59.7671
Epoch 4202/5000
148/148 [==============================] - 0s 27us/step - loss: 3512.1672 - mean_absolute_error: 41.9686 - val_loss: 8066.6468 - val_mean_absolute_error: 59.7649
Epoch 4203/5000
148/148 [==============================] - 0s 27us/step - loss: 3511.6399 - mean_absolute_error: 41.9656 - val_loss: 8066.2058 - val_mean_absolute_error: 59.7629
Epoch 4204/5000
148/148 [==============================] - 0s 34us/step - loss: 3511.0991 - mean_absolute_error: 41.9624 - val_loss: 8065.7971 - val_mean_absolute_error: 59.7610
Epoch 4205/5000
148/148 [==============================] - 0s 27us/step - loss: 3510.5798 - mean_absolute_error: 41.9591 - val_loss: 8065.2861 - val_mean_absolute_error: 59.7590
Epoch 4206/5000
148/148 [==============================] - 0s 27us/step - loss: 3510.0649 - mean_absolute_error: 41.9563 - val_loss: 8064.8322 - val_mean_absolute_error: 59.7569
Epoch 4207/5000
148/148 [==============================] - 0s 27us/step - loss: 3509.5457 - mean_absolute_error: 41.9533 - val_loss: 8064.3375 - val_mean_absolute_error: 59.7546
Epoch 4208/5000
148/148 [==============================] - 0s 27us/step - loss: 3509.0203 - mean_absolute_error: 41.9506 - val_loss: 8063.9198 - val_mean_absolute_error: 59.7524
Epoch 4209/5000
148/148 [==============================] - 0s 27us/step - loss: 3508.4922 - mean_absolute_error: 41.9476 - val_loss: 8063.5275 - val_mean_absolute_error: 59.7503
Epoch 4210/5000
148/148 [==============================] - 0s 27us/step - loss: 3507.9534 - mean_absolute_error: 41.9443 - val_loss: 8063.1381 - val_mean_absolute_error: 59.7482
Epoch 4211/5000
148/148 [==============================] - 0s 27us/step - loss: 3507.4399 - mean_absolute_error: 41.9410 - val_loss: 8062.7890 - val_mean_absolute_error: 59.7463
Epoch 4212/5000
148/148 [==============================] - 0s 27us/step - loss: 3506.9421 - mean_absolute_error: 41.9377 - val_loss: 8062.3317 - val_mean_absolute_error: 59.7443
Epoch 4213/5000
148/148 [==============================] - 0s 20us/step - loss: 3506.4270 - mean_absolute_error: 41.9347 - val_loss: 8061.8812 - val_mean_absolute_error: 59.7425
Epoch 4214/5000
148/148 [==============================] - 0s 27us/step - loss: 3505.8853 - mean_absolute_error: 41.9318 - val_loss: 8061.4375 - val_mean_absolute_error: 59.7407
Epoch 4215/5000
148/148 [==============================] - 0s 20us/step - loss: 3505.3606 - mean_absolute_error: 41.9290 - val_loss: 8060.9692 - val_mean_absolute_error: 59.7389
Epoch 4216/5000
148/148 [==============================] - 0s 27us/step - loss: 3504.8450 - mean_absolute_error: 41.9263 - val_loss: 8060.5044 - val_mean_absolute_error: 59.7370
Epoch 4217/5000
148/148 [==============================] - 0s 20us/step - loss: 3504.3271 - mean_absolute_error: 41.9235 - val_loss: 8060.1624 - val_mean_absolute_error: 59.7352
Epoch 4218/5000
148/148 [==============================] - 0s 20us/step - loss: 3503.7795 - mean_absolute_error: 41.9200 - val_loss: 8059.8983 - val_mean_absolute_error: 59.7336
Epoch 4219/5000
148/148 [==============================] - 0s 41us/step - loss: 3503.2871 - mean_absolute_error: 41.9163 - val_loss: 8059.4793 - val_mean_absolute_error: 59.7316
Epoch 4220/5000
148/148 [==============================] - 0s 20us/step - loss: 3502.7830 - mean_absolute_error: 41.9130 - val_loss: 8058.9678 - val_mean_absolute_error: 59.7294
Epoch 4221/5000
148/148 [==============================] - 0s 34us/step - loss: 3502.2568 - mean_absolute_error: 41.9102 - val_loss: 8058.3571 - val_mean_absolute_error: 59.7271
Epoch 4222/5000
148/148 [==============================] - 0s 20us/step - loss: 3501.7292 - mean_absolute_error: 41.9076 - val_loss: 8057.8060 - val_mean_absolute_error: 59.7252
Epoch 4223/5000
148/148 [==============================] - 0s 27us/step - loss: 3501.1831 - mean_absolute_error: 41.9049 - val_loss: 8057.3559 - val_mean_absolute_error: 59.7234
Epoch 4224/5000
148/148 [==============================] - 0s 34us/step - loss: 3500.6726 - mean_absolute_error: 41.9019 - val_loss: 8056.8910 - val_mean_absolute_error: 59.7214
Epoch 4225/5000
148/148 [==============================] - 0s 27us/step - loss: 3500.1699 - mean_absolute_error: 41.8990 - val_loss: 8056.4352 - val_mean_absolute_error: 59.7192
Epoch 4226/5000
148/148 [==============================] - 0s 27us/step - loss: 3499.6533 - mean_absolute_error: 41.8960 - val_loss: 8056.0780 - val_mean_absolute_error: 59.7173
Epoch 4227/5000
148/148 [==============================] - 0s 20us/step - loss: 3499.1138 - mean_absolute_error: 41.8928 - val_loss: 8055.7532 - val_mean_absolute_error: 59.7155
Epoch 4228/5000
148/148 [==============================] - 0s 27us/step - loss: 3498.5649 - mean_absolute_error: 41.8894 - val_loss: 8055.4537 - val_mean_absolute_error: 59.7139
Epoch 4229/5000
148/148 [==============================] - 0s 27us/step - loss: 3498.0784 - mean_absolute_error: 41.8861 - val_loss: 8055.0145 - val_mean_absolute_error: 59.7120
Epoch 4230/5000
148/148 [==============================] - 0s 34us/step - loss: 3497.5813 - mean_absolute_error: 41.8831 - val_loss: 8054.5090 - val_mean_absolute_error: 59.7100
Epoch 4231/5000
148/148 [==============================] - 0s 27us/step - loss: 3497.0596 - mean_absolute_error: 41.8801 - val_loss: 8053.9479 - val_mean_absolute_error: 59.7079
Epoch 4232/5000
148/148 [==============================] - 0s 27us/step - loss: 3496.5300 - mean_absolute_error: 41.8774 - val_loss: 8053.3849 - val_mean_absolute_error: 59.7056
Epoch 4233/5000
148/148 [==============================] - 0s 27us/step - loss: 3495.9883 - mean_absolute_error: 41.8747 - val_loss: 8052.9138 - val_mean_absolute_error: 59.7034
Epoch 4234/5000
148/148 [==============================] - 0s 20us/step - loss: 3495.4792 - mean_absolute_error: 41.8718 - val_loss: 8052.5404 - val_mean_absolute_error: 59.7016
Epoch 4235/5000
148/148 [==============================] - 0s 27us/step - loss: 3494.9727 - mean_absolute_error: 41.8686 - val_loss: 8052.1494 - val_mean_absolute_error: 59.6997
Epoch 4236/5000
148/148 [==============================] - 0s 27us/step - loss: 3494.4446 - mean_absolute_error: 41.8653 - val_loss: 8051.8554 - val_mean_absolute_error: 59.6979
Epoch 4237/5000
148/148 [==============================] - 0s 27us/step - loss: 3493.9038 - mean_absolute_error: 41.8617 - val_loss: 8051.5004 - val_mean_absolute_error: 59.6961
Epoch 4238/5000
148/148 [==============================] - 0s 20us/step - loss: 3493.3926 - mean_absolute_error: 41.8584 - val_loss: 8051.0455 - val_mean_absolute_error: 59.6940
Epoch 4239/5000
148/148 [==============================] - 0s 27us/step - loss: 3492.8950 - mean_absolute_error: 41.8557 - val_loss: 8050.5801 - val_mean_absolute_error: 59.6920
Epoch 4240/5000
148/148 [==============================] - 0s 34us/step - loss: 3492.3679 - mean_absolute_error: 41.8528 - val_loss: 8050.1024 - val_mean_absolute_error: 59.6901
Epoch 4241/5000
148/148 [==============================] - 0s 27us/step - loss: 3491.8252 - mean_absolute_error: 41.8500 - val_loss: 8049.6127 - val_mean_absolute_error: 59.6882
Epoch 4242/5000
148/148 [==============================] - 0s 27us/step - loss: 3491.3320 - mean_absolute_error: 41.8473 - val_loss: 8049.1132 - val_mean_absolute_error: 59.6862
Epoch 4243/5000
148/148 [==============================] - 0s 27us/step - loss: 3490.8203 - mean_absolute_error: 41.8444 - val_loss: 8048.6279 - val_mean_absolute_error: 59.6840
Epoch 4244/5000
148/148 [==============================] - 0s 27us/step - loss: 3490.2920 - mean_absolute_error: 41.8412 - val_loss: 8048.2819 - val_mean_absolute_error: 59.6819
Epoch 4245/5000
148/148 [==============================] - 0s 27us/step - loss: 3489.7607 - mean_absolute_error: 41.8375 - val_loss: 8047.9414 - val_mean_absolute_error: 59.6800
Epoch 4246/5000
148/148 [==============================] - 0s 27us/step - loss: 3489.2551 - mean_absolute_error: 41.8341 - val_loss: 8047.4928 - val_mean_absolute_error: 59.6780
Epoch 4247/5000
148/148 [==============================] - 0s 27us/step - loss: 3488.7410 - mean_absolute_error: 41.8311 - val_loss: 8047.0621 - val_mean_absolute_error: 59.6761
Epoch 4248/5000
148/148 [==============================] - 0s 27us/step - loss: 3488.2063 - mean_absolute_error: 41.8281 - val_loss: 8046.6237 - val_mean_absolute_error: 59.6744
Epoch 4249/5000
148/148 [==============================] - 0s 20us/step - loss: 3487.6770 - mean_absolute_error: 41.8252 - val_loss: 8046.1149 - val_mean_absolute_error: 59.6723
Epoch 4250/5000
148/148 [==============================] - 0s 27us/step - loss: 3487.1802 - mean_absolute_error: 41.8227 - val_loss: 8045.6131 - val_mean_absolute_error: 59.6701
Epoch 4251/5000
148/148 [==============================] - 0s 20us/step - loss: 3486.6914 - mean_absolute_error: 41.8201 - val_loss: 8045.2335 - val_mean_absolute_error: 59.6681
Epoch 4252/5000
148/148 [==============================] - 0s 27us/step - loss: 3486.1692 - mean_absolute_error: 41.8170 - val_loss: 8044.9815 - val_mean_absolute_error: 59.6665
Epoch 4253/5000
148/148 [==============================] - 0s 34us/step - loss: 3485.6226 - mean_absolute_error: 41.8133 - val_loss: 8044.6884 - val_mean_absolute_error: 59.6646
Epoch 4254/5000
148/148 [==============================] - 0s 27us/step - loss: 3485.1162 - mean_absolute_error: 41.8098 - val_loss: 8044.2875 - val_mean_absolute_error: 59.6626
Epoch 4255/5000
148/148 [==============================] - 0s 27us/step - loss: 3484.6160 - mean_absolute_error: 41.8067 - val_loss: 8043.7776 - val_mean_absolute_error: 59.6604
Epoch 4256/5000
148/148 [==============================] - 0s 27us/step - loss: 3484.1152 - mean_absolute_error: 41.8040 - val_loss: 8043.3220 - val_mean_absolute_error: 59.6585
Epoch 4257/5000
148/148 [==============================] - 0s 27us/step - loss: 3483.5852 - mean_absolute_error: 41.8010 - val_loss: 8042.9289 - val_mean_absolute_error: 59.6570
Epoch 4258/5000
148/148 [==============================] - 0s 27us/step - loss: 3483.0291 - mean_absolute_error: 41.7979 - val_loss: 8042.5851 - val_mean_absolute_error: 59.6556
Epoch 4259/5000
148/148 [==============================] - 0s 20us/step - loss: 3482.5366 - mean_absolute_error: 41.7947 - val_loss: 8042.2093 - val_mean_absolute_error: 59.6539
Epoch 4260/5000
148/148 [==============================] - 0s 34us/step - loss: 3482.0249 - mean_absolute_error: 41.7916 - val_loss: 8041.8110 - val_mean_absolute_error: 59.6520
Epoch 4261/5000
148/148 [==============================] - 0s 27us/step - loss: 3481.4976 - mean_absolute_error: 41.7884 - val_loss: 8041.2905 - val_mean_absolute_error: 59.6498
Epoch 4262/5000
148/148 [==============================] - 0s 27us/step - loss: 3480.9790 - mean_absolute_error: 41.7856 - val_loss: 8040.6782 - val_mean_absolute_error: 59.6475
Epoch 4263/5000
148/148 [==============================] - 0s 27us/step - loss: 3480.4688 - mean_absolute_error: 41.7833 - val_loss: 8040.1830 - val_mean_absolute_error: 59.6455
Epoch 4264/5000
148/148 [==============================] - 0s 27us/step - loss: 3479.9771 - mean_absolute_error: 41.7806 - val_loss: 8039.8466 - val_mean_absolute_error: 59.6439
Epoch 4265/5000
148/148 [==============================] - 0s 27us/step - loss: 3479.4546 - mean_absolute_error: 41.7774 - val_loss: 8039.6263 - val_mean_absolute_error: 59.6426
Epoch 4266/5000
148/148 [==============================] - 0s 27us/step - loss: 3478.9312 - mean_absolute_error: 41.7739 - val_loss: 8039.4476 - val_mean_absolute_error: 59.6414
Epoch 4267/5000
148/148 [==============================] - 0s 27us/step - loss: 3478.4189 - mean_absolute_error: 41.7703 - val_loss: 8039.1218 - val_mean_absolute_error: 59.6399
Epoch 4268/5000
148/148 [==============================] - 0s 27us/step - loss: 3477.9089 - mean_absolute_error: 41.7672 - val_loss: 8038.6731 - val_mean_absolute_error: 59.6384
Epoch 4269/5000
148/148 [==============================] - 0s 20us/step - loss: 3477.3728 - mean_absolute_error: 41.7644 - val_loss: 8038.1410 - val_mean_absolute_error: 59.6367
Epoch 4270/5000
148/148 [==============================] - 0s 27us/step - loss: 3476.8523 - mean_absolute_error: 41.7617 - val_loss: 8037.5945 - val_mean_absolute_error: 59.6348
Epoch 4271/5000
148/148 [==============================] - 0s 27us/step - loss: 3476.3269 - mean_absolute_error: 41.7592 - val_loss: 8037.1635 - val_mean_absolute_error: 59.6330
Epoch 4272/5000
148/148 [==============================] - 0s 27us/step - loss: 3475.7942 - mean_absolute_error: 41.7561 - val_loss: 8036.8535 - val_mean_absolute_error: 59.6316
Epoch 4273/5000
148/148 [==============================] - 0s 27us/step - loss: 3475.2644 - mean_absolute_error: 41.7527 - val_loss: 8036.4482 - val_mean_absolute_error: 59.6300
Epoch 4274/5000
148/148 [==============================] - 0s 34us/step - loss: 3474.7500 - mean_absolute_error: 41.7498 - val_loss: 8036.0046 - val_mean_absolute_error: 59.6285
Epoch 4275/5000
148/148 [==============================] - 0s 27us/step - loss: 3474.2263 - mean_absolute_error: 41.7469 - val_loss: 8035.6121 - val_mean_absolute_error: 59.6272
Epoch 4276/5000
148/148 [==============================] - 0s 27us/step - loss: 3473.6948 - mean_absolute_error: 41.7439 - val_loss: 8035.2942 - val_mean_absolute_error: 59.6260
Epoch 4277/5000
148/148 [==============================] - 0s 27us/step - loss: 3473.1426 - mean_absolute_error: 41.7405 - val_loss: 8034.9861 - val_mean_absolute_error: 59.6247
Epoch 4278/5000
148/148 [==============================] - 0s 27us/step - loss: 3472.6138 - mean_absolute_error: 41.7372 - val_loss: 8034.5472 - val_mean_absolute_error: 59.6231
Epoch 4279/5000
148/148 [==============================] - 0s 27us/step - loss: 3472.0713 - mean_absolute_error: 41.7343 - val_loss: 8033.9811 - val_mean_absolute_error: 59.6212
Epoch 4280/5000
148/148 [==============================] - 0s 20us/step - loss: 3471.5457 - mean_absolute_error: 41.7317 - val_loss: 8033.4904 - val_mean_absolute_error: 59.6194
Epoch 4281/5000
148/148 [==============================] - 0s 27us/step - loss: 3471.0183 - mean_absolute_error: 41.7290 - val_loss: 8033.0509 - val_mean_absolute_error: 59.6176
Epoch 4282/5000
148/148 [==============================] - 0s 20us/step - loss: 3470.4861 - mean_absolute_error: 41.7261 - val_loss: 8032.7007 - val_mean_absolute_error: 59.6162
Epoch 4283/5000
148/148 [==============================] - 0s 34us/step - loss: 3469.9622 - mean_absolute_error: 41.7227 - val_loss: 8032.3844 - val_mean_absolute_error: 59.6150
Epoch 4284/5000
148/148 [==============================] - 0s 27us/step - loss: 3469.4351 - mean_absolute_error: 41.7193 - val_loss: 8032.0558 - val_mean_absolute_error: 59.6139
Epoch 4285/5000
148/148 [==============================] - 0s 20us/step - loss: 3468.9167 - mean_absolute_error: 41.7161 - val_loss: 8031.6421 - val_mean_absolute_error: 59.6124
Epoch 4286/5000
148/148 [==============================] - 0s 27us/step - loss: 3468.3779 - mean_absolute_error: 41.7131 - val_loss: 8031.1921 - val_mean_absolute_error: 59.6104
Epoch 4287/5000
148/148 [==============================] - 0s 27us/step - loss: 3467.8459 - mean_absolute_error: 41.7099 - val_loss: 8030.7229 - val_mean_absolute_error: 59.6083
Epoch 4288/5000
148/148 [==============================] - 0s 27us/step - loss: 3467.3428 - mean_absolute_error: 41.7069 - val_loss: 8030.1535 - val_mean_absolute_error: 59.6062
Epoch 4289/5000
148/148 [==============================] - 0s 27us/step - loss: 3466.8179 - mean_absolute_error: 41.7044 - val_loss: 8029.6008 - val_mean_absolute_error: 59.6042
Epoch 4290/5000
148/148 [==============================] - 0s 27us/step - loss: 3466.2798 - mean_absolute_error: 41.7018 - val_loss: 8029.1384 - val_mean_absolute_error: 59.6026
Epoch 4291/5000
148/148 [==============================] - 0s 27us/step - loss: 3465.7505 - mean_absolute_error: 41.6990 - val_loss: 8028.7806 - val_mean_absolute_error: 59.6010
Epoch 4292/5000
148/148 [==============================] - 0s 20us/step - loss: 3465.2197 - mean_absolute_error: 41.6958 - val_loss: 8028.4913 - val_mean_absolute_error: 59.5994
Epoch 4293/5000
148/148 [==============================] - 0s 27us/step - loss: 3464.6868 - mean_absolute_error: 41.6922 - val_loss: 8028.2274 - val_mean_absolute_error: 59.5981
Epoch 4294/5000
148/148 [==============================] - 0s 27us/step - loss: 3464.1851 - mean_absolute_error: 41.6887 - val_loss: 8027.8898 - val_mean_absolute_error: 59.5966
Epoch 4295/5000
148/148 [==============================] - 0s 27us/step - loss: 3463.6572 - mean_absolute_error: 41.6853 - val_loss: 8027.4609 - val_mean_absolute_error: 59.5949
Epoch 4296/5000
148/148 [==============================] - 0s 34us/step - loss: 3463.1335 - mean_absolute_error: 41.6820 - val_loss: 8026.9663 - val_mean_absolute_error: 59.5928
Epoch 4297/5000
148/148 [==============================] - 0s 27us/step - loss: 3462.6133 - mean_absolute_error: 41.6791 - val_loss: 8026.4705 - val_mean_absolute_error: 59.5905
Epoch 4298/5000
148/148 [==============================] - 0s 27us/step - loss: 3462.1030 - mean_absolute_error: 41.6761 - val_loss: 8025.9555 - val_mean_absolute_error: 59.5882
Epoch 4299/5000
148/148 [==============================] - 0s 20us/step - loss: 3461.5664 - mean_absolute_error: 41.6733 - val_loss: 8025.3993 - val_mean_absolute_error: 59.5860
Epoch 4300/5000
148/148 [==============================] - 0s 27us/step - loss: 3461.0430 - mean_absolute_error: 41.6707 - val_loss: 8024.9886 - val_mean_absolute_error: 59.5842
Epoch 4301/5000
148/148 [==============================] - 0s 34us/step - loss: 3460.5259 - mean_absolute_error: 41.6677 - val_loss: 8024.7201 - val_mean_absolute_error: 59.5826
Epoch 4302/5000
148/148 [==============================] - 0s 27us/step - loss: 3459.9932 - mean_absolute_error: 41.6640 - val_loss: 8024.4782 - val_mean_absolute_error: 59.5809
Epoch 4303/5000
148/148 [==============================] - 0s 34us/step - loss: 3459.4819 - mean_absolute_error: 41.6602 - val_loss: 8024.1291 - val_mean_absolute_error: 59.5791
Epoch 4304/5000
148/148 [==============================] - 0s 20us/step - loss: 3458.9600 - mean_absolute_error: 41.6569 - val_loss: 8023.6885 - val_mean_absolute_error: 59.5772
Epoch 4305/5000
148/148 [==============================] - 0s 34us/step - loss: 3458.4500 - mean_absolute_error: 41.6540 - val_loss: 8023.1667 - val_mean_absolute_error: 59.5751
Epoch 4306/5000
148/148 [==============================] - 0s 20us/step - loss: 3457.9438 - mean_absolute_error: 41.6514 - val_loss: 8022.6737 - val_mean_absolute_error: 59.5729
Epoch 4307/5000
148/148 [==============================] - 0s 27us/step - loss: 3457.4299 - mean_absolute_error: 41.6485 - val_loss: 8022.3028 - val_mean_absolute_error: 59.5709
Epoch 4308/5000
148/148 [==============================] - 0s 27us/step - loss: 3456.8870 - mean_absolute_error: 41.6451 - val_loss: 8022.0477 - val_mean_absolute_error: 59.5691
Epoch 4309/5000
148/148 [==============================] - 0s 20us/step - loss: 3456.3669 - mean_absolute_error: 41.6414 - val_loss: 8021.7831 - val_mean_absolute_error: 59.5674
Epoch 4310/5000
148/148 [==============================] - 0s 34us/step - loss: 3455.8586 - mean_absolute_error: 41.6378 - val_loss: 8021.4177 - val_mean_absolute_error: 59.5657
Epoch 4311/5000
148/148 [==============================] - 0s 27us/step - loss: 3455.3435 - mean_absolute_error: 41.6346 - val_loss: 8021.0085 - val_mean_absolute_error: 59.5637
Epoch 4312/5000
148/148 [==============================] - 0s 27us/step - loss: 3454.8223 - mean_absolute_error: 41.6315 - val_loss: 8020.5676 - val_mean_absolute_error: 59.5616
Epoch 4313/5000
148/148 [==============================] - 0s 27us/step - loss: 3454.2881 - mean_absolute_error: 41.6284 - val_loss: 8020.1506 - val_mean_absolute_error: 59.5594
Epoch 4314/5000
148/148 [==============================] - 0s 20us/step - loss: 3453.7566 - mean_absolute_error: 41.6252 - val_loss: 8019.7318 - val_mean_absolute_error: 59.5573
Epoch 4315/5000
148/148 [==============================] - 0s 20us/step - loss: 3453.2476 - mean_absolute_error: 41.6222 - val_loss: 8019.3917 - val_mean_absolute_error: 59.5555
Epoch 4316/5000
148/148 [==============================] - 0s 27us/step - loss: 3452.7473 - mean_absolute_error: 41.6189 - val_loss: 8019.0601 - val_mean_absolute_error: 59.5539
Epoch 4317/5000
148/148 [==============================] - 0s 20us/step - loss: 3452.2236 - mean_absolute_error: 41.6156 - val_loss: 8018.7231 - val_mean_absolute_error: 59.5524
Epoch 4318/5000
148/148 [==============================] - 0s 34us/step - loss: 3451.6821 - mean_absolute_error: 41.6122 - val_loss: 8018.2995 - val_mean_absolute_error: 59.5505
Epoch 4319/5000
148/148 [==============================] - 0s 27us/step - loss: 3451.1877 - mean_absolute_error: 41.6093 - val_loss: 8017.8439 - val_mean_absolute_error: 59.5484
Epoch 4320/5000
148/148 [==============================] - 0s 27us/step - loss: 3450.6692 - mean_absolute_error: 41.6064 - val_loss: 8017.4945 - val_mean_absolute_error: 59.5463
Epoch 4321/5000
148/148 [==============================] - 0s 27us/step - loss: 3450.1409 - mean_absolute_error: 41.6030 - val_loss: 8017.2359 - val_mean_absolute_error: 59.5447
Epoch 4322/5000
148/148 [==============================] - 0s 34us/step - loss: 3449.6208 - mean_absolute_error: 41.5996 - val_loss: 8016.8971 - val_mean_absolute_error: 59.5429
Epoch 4323/5000
148/148 [==============================] - 0s 27us/step - loss: 3449.1035 - mean_absolute_error: 41.5965 - val_loss: 8016.5020 - val_mean_absolute_error: 59.5411
Epoch 4324/5000
148/148 [==============================] - 0s 20us/step - loss: 3448.5728 - mean_absolute_error: 41.5936 - val_loss: 8016.1361 - val_mean_absolute_error: 59.5395
Epoch 4325/5000
148/148 [==============================] - 0s 27us/step - loss: 3448.0884 - mean_absolute_error: 41.5906 - val_loss: 8015.7814 - val_mean_absolute_error: 59.5378
Epoch 4326/5000
148/148 [==============================] - 0s 20us/step - loss: 3447.5708 - mean_absolute_error: 41.5874 - val_loss: 8015.4388 - val_mean_absolute_error: 59.5359
Epoch 4327/5000
148/148 [==============================] - 0s 27us/step - loss: 3447.0349 - mean_absolute_error: 41.5840 - val_loss: 8015.1643 - val_mean_absolute_error: 59.5341
Epoch 4328/5000
148/148 [==============================] - 0s 27us/step - loss: 3446.5061 - mean_absolute_error: 41.5804 - val_loss: 8014.7761 - val_mean_absolute_error: 59.5320
Epoch 4329/5000
148/148 [==============================] - 0s 20us/step - loss: 3446.0037 - mean_absolute_error: 41.5772 - val_loss: 8014.4141 - val_mean_absolute_error: 59.5303
Epoch 4330/5000
148/148 [==============================] - 0s 27us/step - loss: 3445.4729 - mean_absolute_error: 41.5740 - val_loss: 8014.0664 - val_mean_absolute_error: 59.5287
Epoch 4331/5000
148/148 [==============================] - 0s 20us/step - loss: 3444.9690 - mean_absolute_error: 41.5710 - val_loss: 8013.7310 - val_mean_absolute_error: 59.5271
Epoch 4332/5000
148/148 [==============================] - 0s 27us/step - loss: 3444.4558 - mean_absolute_error: 41.5679 - val_loss: 8013.3731 - val_mean_absolute_error: 59.5253
Epoch 4333/5000
148/148 [==============================] - 0s 27us/step - loss: 3443.9153 - mean_absolute_error: 41.5647 - val_loss: 8012.9909 - val_mean_absolute_error: 59.5233
Epoch 4334/5000
148/148 [==============================] - 0s 34us/step - loss: 3443.4148 - mean_absolute_error: 41.5616 - val_loss: 8012.6397 - val_mean_absolute_error: 59.5215
Epoch 4335/5000
148/148 [==============================] - 0s 20us/step - loss: 3442.9099 - mean_absolute_error: 41.5585 - val_loss: 8012.3369 - val_mean_absolute_error: 59.5200
Epoch 4336/5000
148/148 [==============================] - 0s 41us/step - loss: 3442.3748 - mean_absolute_error: 41.5553 - val_loss: 8012.0301 - val_mean_absolute_error: 59.5184
Epoch 4337/5000
148/148 [==============================] - 0s 27us/step - loss: 3441.8533 - mean_absolute_error: 41.5521 - val_loss: 8011.7147 - val_mean_absolute_error: 59.5166
Epoch 4338/5000
148/148 [==============================] - 0s 20us/step - loss: 3441.3401 - mean_absolute_error: 41.5489 - val_loss: 8011.3701 - val_mean_absolute_error: 59.5146
Epoch 4339/5000
148/148 [==============================] - 0s 27us/step - loss: 3440.8086 - mean_absolute_error: 41.5456 - val_loss: 8010.9375 - val_mean_absolute_error: 59.5126
Epoch 4340/5000
148/148 [==============================] - 0s 27us/step - loss: 3440.2883 - mean_absolute_error: 41.5425 - val_loss: 8010.6121 - val_mean_absolute_error: 59.5110
Epoch 4341/5000
148/148 [==============================] - 0s 27us/step - loss: 3439.7771 - mean_absolute_error: 41.5391 - val_loss: 8010.1876 - val_mean_absolute_error: 59.5093
Epoch 4342/5000
148/148 [==============================] - 0s 27us/step - loss: 3439.2517 - mean_absolute_error: 41.5361 - val_loss: 8009.7638 - val_mean_absolute_error: 59.5076
Epoch 4343/5000
148/148 [==============================] - 0s 27us/step - loss: 3438.7583 - mean_absolute_error: 41.5333 - val_loss: 8009.4414 - val_mean_absolute_error: 59.5060
Epoch 4344/5000
148/148 [==============================] - 0s 27us/step - loss: 3438.2539 - mean_absolute_error: 41.5299 - val_loss: 8009.1102 - val_mean_absolute_error: 59.5043
Epoch 4345/5000
148/148 [==============================] - 0s 27us/step - loss: 3437.7227 - mean_absolute_error: 41.5266 - val_loss: 8008.7645 - val_mean_absolute_error: 59.5024
Epoch 4346/5000
148/148 [==============================] - 0s 27us/step - loss: 3437.2087 - mean_absolute_error: 41.5234 - val_loss: 8008.4048 - val_mean_absolute_error: 59.5004
Epoch 4347/5000
148/148 [==============================] - 0s 27us/step - loss: 3436.7151 - mean_absolute_error: 41.5204 - val_loss: 8008.0714 - val_mean_absolute_error: 59.4985
Epoch 4348/5000
148/148 [==============================] - 0s 34us/step - loss: 3436.1929 - mean_absolute_error: 41.5172 - val_loss: 8007.7958 - val_mean_absolute_error: 59.4970
Epoch 4349/5000
148/148 [==============================] - 0s 27us/step - loss: 3435.6384 - mean_absolute_error: 41.5139 - val_loss: 8007.4051 - val_mean_absolute_error: 59.4952
Epoch 4350/5000
148/148 [==============================] - 0s 27us/step - loss: 3435.1450 - mean_absolute_error: 41.5112 - val_loss: 8007.0140 - val_mean_absolute_error: 59.4932
Epoch 4351/5000
148/148 [==============================] - 0s 27us/step - loss: 3434.6414 - mean_absolute_error: 41.5083 - val_loss: 8006.7129 - val_mean_absolute_error: 59.4913
Epoch 4352/5000
148/148 [==============================] - 0s 27us/step - loss: 3434.1135 - mean_absolute_error: 41.5048 - val_loss: 8006.4276 - val_mean_absolute_error: 59.4895
Epoch 4353/5000
148/148 [==============================] - 0s 20us/step - loss: 3433.5808 - mean_absolute_error: 41.5012 - val_loss: 8006.0885 - val_mean_absolute_error: 59.4879
Epoch 4354/5000
148/148 [==============================] - 0s 20us/step - loss: 3433.0618 - mean_absolute_error: 41.4978 - val_loss: 8005.6446 - val_mean_absolute_error: 59.4860
Epoch 4355/5000
148/148 [==============================] - 0s 27us/step - loss: 3432.5403 - mean_absolute_error: 41.4949 - val_loss: 8005.2200 - val_mean_absolute_error: 59.4843
Epoch 4356/5000
148/148 [==============================] - 0s 27us/step - loss: 3432.0117 - mean_absolute_error: 41.4918 - val_loss: 8004.8804 - val_mean_absolute_error: 59.4826
Epoch 4357/5000
148/148 [==============================] - 0s 27us/step - loss: 3431.4812 - mean_absolute_error: 41.4884 - val_loss: 8004.5303 - val_mean_absolute_error: 59.4807
Epoch 4358/5000
148/148 [==============================] - 0s 27us/step - loss: 3430.9453 - mean_absolute_error: 41.4849 - val_loss: 8004.1335 - val_mean_absolute_error: 59.4785
Epoch 4359/5000
148/148 [==============================] - 0s 27us/step - loss: 3430.4241 - mean_absolute_error: 41.4818 - val_loss: 8003.7337 - val_mean_absolute_error: 59.4762
Epoch 4360/5000
148/148 [==============================] - 0s 20us/step - loss: 3429.9087 - mean_absolute_error: 41.4787 - val_loss: 8003.4396 - val_mean_absolute_error: 59.4744
Epoch 4361/5000
148/148 [==============================] - 0s 20us/step - loss: 3429.3838 - mean_absolute_error: 41.4752 - val_loss: 8003.1634 - val_mean_absolute_error: 59.4727
Epoch 4362/5000
148/148 [==============================] - 0s 34us/step - loss: 3428.8423 - mean_absolute_error: 41.4716 - val_loss: 8002.7542 - val_mean_absolute_error: 59.4707
Epoch 4363/5000
148/148 [==============================] - 0s 27us/step - loss: 3428.3159 - mean_absolute_error: 41.4685 - val_loss: 8002.2883 - val_mean_absolute_error: 59.4687
Epoch 4364/5000
148/148 [==============================] - 0s 27us/step - loss: 3427.7754 - mean_absolute_error: 41.4654 - val_loss: 8001.7901 - val_mean_absolute_error: 59.4666
Epoch 4365/5000
148/148 [==============================] - 0s 27us/step - loss: 3427.2539 - mean_absolute_error: 41.4624 - val_loss: 8001.3502 - val_mean_absolute_error: 59.4646
Epoch 4366/5000
148/148 [==============================] - 0s 27us/step - loss: 3426.7336 - mean_absolute_error: 41.4593 - val_loss: 8001.0011 - val_mean_absolute_error: 59.4627
Epoch 4367/5000
148/148 [==============================] - 0s 27us/step - loss: 3426.1960 - mean_absolute_error: 41.4558 - val_loss: 8000.7845 - val_mean_absolute_error: 59.4610
Epoch 4368/5000
148/148 [==============================] - 0s 27us/step - loss: 3425.6516 - mean_absolute_error: 41.4518 - val_loss: 8000.4837 - val_mean_absolute_error: 59.4594
Epoch 4369/5000
148/148 [==============================] - 0s 20us/step - loss: 3425.1353 - mean_absolute_error: 41.4482 - val_loss: 8000.0583 - val_mean_absolute_error: 59.4573
Epoch 4370/5000
148/148 [==============================] - 0s 34us/step - loss: 3424.5969 - mean_absolute_error: 41.4449 - val_loss: 7999.5771 - val_mean_absolute_error: 59.4551
Epoch 4371/5000
148/148 [==============================] - 0s 20us/step - loss: 3424.0513 - mean_absolute_error: 41.4419 - val_loss: 7999.1926 - val_mean_absolute_error: 59.4529
Epoch 4372/5000
148/148 [==============================] - 0s 34us/step - loss: 3423.5259 - mean_absolute_error: 41.4387 - val_loss: 7998.8200 - val_mean_absolute_error: 59.4510
Epoch 4373/5000
148/148 [==============================] - 0s 20us/step - loss: 3423.0000 - mean_absolute_error: 41.4354 - val_loss: 7998.4592 - val_mean_absolute_error: 59.4491
Epoch 4374/5000
148/148 [==============================] - 0s 27us/step - loss: 3422.4607 - mean_absolute_error: 41.4321 - val_loss: 7998.0792 - val_mean_absolute_error: 59.4473
Epoch 4375/5000
148/148 [==============================] - 0s 20us/step - loss: 3421.9321 - mean_absolute_error: 41.4287 - val_loss: 7997.7260 - val_mean_absolute_error: 59.4457
Epoch 4376/5000
148/148 [==============================] - 0s 27us/step - loss: 3421.4004 - mean_absolute_error: 41.4253 - val_loss: 7997.3064 - val_mean_absolute_error: 59.4437
Epoch 4377/5000
148/148 [==============================] - 0s 27us/step - loss: 3420.8660 - mean_absolute_error: 41.4220 - val_loss: 7996.8906 - val_mean_absolute_error: 59.4416
Epoch 4378/5000
148/148 [==============================] - 0s 27us/step - loss: 3420.3418 - mean_absolute_error: 41.4188 - val_loss: 7996.5117 - val_mean_absolute_error: 59.4395
Epoch 4379/5000
148/148 [==============================] - 0s 27us/step - loss: 3419.8064 - mean_absolute_error: 41.4154 - val_loss: 7996.2275 - val_mean_absolute_error: 59.4375
Epoch 4380/5000
148/148 [==============================] - 0s 20us/step - loss: 3419.2632 - mean_absolute_error: 41.4116 - val_loss: 7995.9411 - val_mean_absolute_error: 59.4356
Epoch 4381/5000
148/148 [==============================] - 0s 34us/step - loss: 3418.7419 - mean_absolute_error: 41.4080 - val_loss: 7995.6057 - val_mean_absolute_error: 59.4338
Epoch 4382/5000
148/148 [==============================] - 0s 20us/step - loss: 3418.2114 - mean_absolute_error: 41.4046 - val_loss: 7995.2468 - val_mean_absolute_error: 59.4319
Epoch 4383/5000
148/148 [==============================] - 0s 27us/step - loss: 3417.6934 - mean_absolute_error: 41.4012 - val_loss: 7994.8181 - val_mean_absolute_error: 59.4300
Epoch 4384/5000
148/148 [==============================] - 0s 27us/step - loss: 3417.1494 - mean_absolute_error: 41.3979 - val_loss: 7994.3295 - val_mean_absolute_error: 59.4281
Epoch 4385/5000
148/148 [==============================] - 0s 20us/step - loss: 3416.6174 - mean_absolute_error: 41.3949 - val_loss: 7993.8731 - val_mean_absolute_error: 59.4261
Epoch 4386/5000
148/148 [==============================] - 0s 27us/step - loss: 3416.1016 - mean_absolute_error: 41.3919 - val_loss: 7993.4885 - val_mean_absolute_error: 59.4241
Epoch 4387/5000
148/148 [==============================] - 0s 41us/step - loss: 3415.5669 - mean_absolute_error: 41.3884 - val_loss: 7993.1895 - val_mean_absolute_error: 59.4220
Epoch 4388/5000
148/148 [==============================] - 0s 41us/step - loss: 3415.0273 - mean_absolute_error: 41.3846 - val_loss: 7992.8938 - val_mean_absolute_error: 59.4199
Epoch 4389/5000
148/148 [==============================] - 0s 41us/step - loss: 3414.5129 - mean_absolute_error: 41.3808 - val_loss: 7992.5011 - val_mean_absolute_error: 59.4177
Epoch 4390/5000
148/148 [==============================] - 0s 95us/step - loss: 3413.9868 - mean_absolute_error: 41.3775 - val_loss: 7992.0437 - val_mean_absolute_error: 59.4154
Epoch 4391/5000
148/148 [==============================] - 0s 34us/step - loss: 3413.4399 - mean_absolute_error: 41.3745 - val_loss: 7991.6436 - val_mean_absolute_error: 59.4135
Epoch 4392/5000
148/148 [==============================] - 0s 27us/step - loss: 3412.8960 - mean_absolute_error: 41.3712 - val_loss: 7991.3336 - val_mean_absolute_error: 59.4119
Epoch 4393/5000
148/148 [==============================] - 0s 27us/step - loss: 3412.3640 - mean_absolute_error: 41.3676 - val_loss: 7991.0589 - val_mean_absolute_error: 59.4104
Epoch 4394/5000
148/148 [==============================] - 0s 27us/step - loss: 3411.8416 - mean_absolute_error: 41.3640 - val_loss: 7990.7652 - val_mean_absolute_error: 59.4087
Epoch 4395/5000
148/148 [==============================] - 0s 34us/step - loss: 3411.3022 - mean_absolute_error: 41.3602 - val_loss: 7990.3410 - val_mean_absolute_error: 59.4066
Epoch 4396/5000
148/148 [==============================] - 0s 20us/step - loss: 3410.7710 - mean_absolute_error: 41.3570 - val_loss: 7989.8686 - val_mean_absolute_error: 59.4043
Epoch 4397/5000
148/148 [==============================] - 0s 34us/step - loss: 3410.2222 - mean_absolute_error: 41.3537 - val_loss: 7989.4293 - val_mean_absolute_error: 59.4020
Epoch 4398/5000
148/148 [==============================] - 0s 27us/step - loss: 3409.6794 - mean_absolute_error: 41.3503 - val_loss: 7989.0447 - val_mean_absolute_error: 59.4000
Epoch 4399/5000
148/148 [==============================] - 0s 27us/step - loss: 3409.1418 - mean_absolute_error: 41.3467 - val_loss: 7988.6459 - val_mean_absolute_error: 59.3980
Epoch 4400/5000
148/148 [==============================] - 0s 27us/step - loss: 3408.5994 - mean_absolute_error: 41.3431 - val_loss: 7988.2332 - val_mean_absolute_error: 59.3961
Epoch 4401/5000
148/148 [==============================] - 0s 20us/step - loss: 3408.0791 - mean_absolute_error: 41.3396 - val_loss: 7987.7445 - val_mean_absolute_error: 59.3939
Epoch 4402/5000
148/148 [==============================] - 0s 27us/step - loss: 3407.5383 - mean_absolute_error: 41.3363 - val_loss: 7987.2332 - val_mean_absolute_error: 59.3918
Epoch 4403/5000
148/148 [==============================] - 0s 27us/step - loss: 3406.9961 - mean_absolute_error: 41.3332 - val_loss: 7986.7991 - val_mean_absolute_error: 59.3897
Epoch 4404/5000
148/148 [==============================] - 0s 27us/step - loss: 3406.4580 - mean_absolute_error: 41.3301 - val_loss: 7986.4564 - val_mean_absolute_error: 59.3878
Epoch 4405/5000
148/148 [==============================] - 0s 20us/step - loss: 3405.9182 - mean_absolute_error: 41.3266 - val_loss: 7986.2013 - val_mean_absolute_error: 59.3861
Epoch 4406/5000
148/148 [==============================] - 0s 27us/step - loss: 3405.3579 - mean_absolute_error: 41.3225 - val_loss: 7985.8651 - val_mean_absolute_error: 59.3841
Epoch 4407/5000
148/148 [==============================] - 0s 34us/step - loss: 3404.8105 - mean_absolute_error: 41.3189 - val_loss: 7985.4368 - val_mean_absolute_error: 59.3819
Epoch 4408/5000
148/148 [==============================] - 0s 27us/step - loss: 3404.2791 - mean_absolute_error: 41.3157 - val_loss: 7984.9609 - val_mean_absolute_error: 59.3795
Epoch 4409/5000
148/148 [==============================] - 0s 27us/step - loss: 3403.7495 - mean_absolute_error: 41.3126 - val_loss: 7984.5685 - val_mean_absolute_error: 59.3774
Epoch 4410/5000
148/148 [==============================] - 0s 20us/step - loss: 3403.1951 - mean_absolute_error: 41.3091 - val_loss: 7984.2671 - val_mean_absolute_error: 59.3756
Epoch 4411/5000
148/148 [==============================] - 0s 27us/step - loss: 3402.6523 - mean_absolute_error: 41.3052 - val_loss: 7983.9156 - val_mean_absolute_error: 59.3738
Epoch 4412/5000
148/148 [==============================] - 0s 20us/step - loss: 3402.1165 - mean_absolute_error: 41.3016 - val_loss: 7983.5053 - val_mean_absolute_error: 59.3717
Epoch 4413/5000
148/148 [==============================] - 0s 20us/step - loss: 3401.5776 - mean_absolute_error: 41.2984 - val_loss: 7983.0187 - val_mean_absolute_error: 59.3694
Epoch 4414/5000
148/148 [==============================] - 0s 27us/step - loss: 3401.0242 - mean_absolute_error: 41.2953 - val_loss: 7982.5643 - val_mean_absolute_error: 59.3670
Epoch 4415/5000
148/148 [==============================] - 0s 20us/step - loss: 3400.4915 - mean_absolute_error: 41.2920 - val_loss: 7982.1890 - val_mean_absolute_error: 59.3647
Epoch 4416/5000
148/148 [==============================] - 0s 20us/step - loss: 3399.9573 - mean_absolute_error: 41.2885 - val_loss: 7981.8758 - val_mean_absolute_error: 59.3627
Epoch 4417/5000
148/148 [==============================] - 0s 27us/step - loss: 3399.4194 - mean_absolute_error: 41.2848 - val_loss: 7981.5369 - val_mean_absolute_error: 59.3607
Epoch 4418/5000
148/148 [==============================] - 0s 20us/step - loss: 3398.8669 - mean_absolute_error: 41.2811 - val_loss: 7981.1930 - val_mean_absolute_error: 59.3589
Epoch 4419/5000
148/148 [==============================] - 0s 27us/step - loss: 3398.3083 - mean_absolute_error: 41.2773 - val_loss: 7980.7881 - val_mean_absolute_error: 59.3571
Epoch 4420/5000
148/148 [==============================] - 0s 20us/step - loss: 3397.7644 - mean_absolute_error: 41.2738 - val_loss: 7980.4202 - val_mean_absolute_error: 59.3554
Epoch 4421/5000
148/148 [==============================] - 0s 34us/step - loss: 3397.2278 - mean_absolute_error: 41.2704 - val_loss: 7979.9881 - val_mean_absolute_error: 59.3533
Epoch 4422/5000
148/148 [==============================] - 0s 20us/step - loss: 3396.6895 - mean_absolute_error: 41.2672 - val_loss: 7979.6444 - val_mean_absolute_error: 59.3513
Epoch 4423/5000
148/148 [==============================] - 0s 20us/step - loss: 3396.1399 - mean_absolute_error: 41.2636 - val_loss: 7979.2743 - val_mean_absolute_error: 59.3491
Epoch 4424/5000
148/148 [==============================] - 0s 27us/step - loss: 3395.5854 - mean_absolute_error: 41.2599 - val_loss: 7978.8988 - val_mean_absolute_error: 59.3468
Epoch 4425/5000
148/148 [==============================] - 0s 27us/step - loss: 3395.0449 - mean_absolute_error: 41.2562 - val_loss: 7978.4207 - val_mean_absolute_error: 59.3443
Epoch 4426/5000
148/148 [==============================] - 0s 27us/step - loss: 3394.4993 - mean_absolute_error: 41.2529 - val_loss: 7978.0203 - val_mean_absolute_error: 59.3423
Epoch 4427/5000
148/148 [==============================] - 0s 20us/step - loss: 3393.9712 - mean_absolute_error: 41.2495 - val_loss: 7977.6521 - val_mean_absolute_error: 59.3405
Epoch 4428/5000
148/148 [==============================] - 0s 34us/step - loss: 3393.4355 - mean_absolute_error: 41.2461 - val_loss: 7977.2611 - val_mean_absolute_error: 59.3386
Epoch 4429/5000
148/148 [==============================] - 0s 27us/step - loss: 3392.8921 - mean_absolute_error: 41.2429 - val_loss: 7976.8708 - val_mean_absolute_error: 59.3367
Epoch 4430/5000
148/148 [==============================] - 0s 20us/step - loss: 3392.3477 - mean_absolute_error: 41.2397 - val_loss: 7976.5987 - val_mean_absolute_error: 59.3350
Epoch 4431/5000
148/148 [==============================] - 0s 27us/step - loss: 3391.8149 - mean_absolute_error: 41.2359 - val_loss: 7976.2808 - val_mean_absolute_error: 59.3331
Epoch 4432/5000
148/148 [==============================] - 0s 27us/step - loss: 3391.2952 - mean_absolute_error: 41.2323 - val_loss: 7975.9515 - val_mean_absolute_error: 59.3313
Epoch 4433/5000
148/148 [==============================] - 0s 27us/step - loss: 3390.7539 - mean_absolute_error: 41.2286 - val_loss: 7975.5235 - val_mean_absolute_error: 59.3292
Epoch 4434/5000
148/148 [==============================] - 0s 27us/step - loss: 3390.2075 - mean_absolute_error: 41.2254 - val_loss: 7975.0417 - val_mean_absolute_error: 59.3269
Epoch 4435/5000
148/148 [==============================] - 0s 41us/step - loss: 3389.6855 - mean_absolute_error: 41.2225 - val_loss: 7974.6004 - val_mean_absolute_error: 59.3246
Epoch 4436/5000
148/148 [==============================] - 0s 20us/step - loss: 3389.1599 - mean_absolute_error: 41.2193 - val_loss: 7974.3243 - val_mean_absolute_error: 59.3228
Epoch 4437/5000
148/148 [==============================] - 0s 34us/step - loss: 3388.6108 - mean_absolute_error: 41.2155 - val_loss: 7974.0924 - val_mean_absolute_error: 59.3213
Epoch 4438/5000
148/148 [==============================] - 0s 27us/step - loss: 3388.0757 - mean_absolute_error: 41.2116 - val_loss: 7973.7356 - val_mean_absolute_error: 59.3195
Epoch 4439/5000
148/148 [==============================] - 0s 27us/step - loss: 3387.5400 - mean_absolute_error: 41.2081 - val_loss: 7973.2823 - val_mean_absolute_error: 59.3176
Epoch 4440/5000
148/148 [==============================] - 0s 34us/step - loss: 3387.0005 - mean_absolute_error: 41.2049 - val_loss: 7972.9824 - val_mean_absolute_error: 59.3160
Epoch 4441/5000
148/148 [==============================] - 0s 27us/step - loss: 3386.4570 - mean_absolute_error: 41.2011 - val_loss: 7972.6553 - val_mean_absolute_error: 59.3141
Epoch 4442/5000
148/148 [==============================] - 0s 27us/step - loss: 3385.9211 - mean_absolute_error: 41.1974 - val_loss: 7972.3468 - val_mean_absolute_error: 59.3124
Epoch 4443/5000
148/148 [==============================] - 0s 34us/step - loss: 3385.3887 - mean_absolute_error: 41.1937 - val_loss: 7971.9308 - val_mean_absolute_error: 59.3105
Epoch 4444/5000
148/148 [==============================] - 0s 34us/step - loss: 3384.8303 - mean_absolute_error: 41.1903 - val_loss: 7971.4117 - val_mean_absolute_error: 59.3084
Epoch 4445/5000
148/148 [==============================] - 0s 34us/step - loss: 3384.3044 - mean_absolute_error: 41.1874 - val_loss: 7970.9938 - val_mean_absolute_error: 59.3065
Epoch 4446/5000
148/148 [==============================] - 0s 34us/step - loss: 3383.7708 - mean_absolute_error: 41.1840 - val_loss: 7970.7344 - val_mean_absolute_error: 59.3050
Epoch 4447/5000
148/148 [==============================] - 0s 34us/step - loss: 3383.2163 - mean_absolute_error: 41.1800 - val_loss: 7970.4866 - val_mean_absolute_error: 59.3034
Epoch 4448/5000
148/148 [==============================] - 0s 27us/step - loss: 3382.6702 - mean_absolute_error: 41.1761 - val_loss: 7970.1208 - val_mean_absolute_error: 59.3016
Epoch 4449/5000
148/148 [==============================] - 0s 34us/step - loss: 3382.1289 - mean_absolute_error: 41.1726 - val_loss: 7969.7895 - val_mean_absolute_error: 59.2999
Epoch 4450/5000
148/148 [==============================] - 0s 34us/step - loss: 3381.5652 - mean_absolute_error: 41.1690 - val_loss: 7969.4338 - val_mean_absolute_error: 59.2982
Epoch 4451/5000
148/148 [==============================] - 0s 34us/step - loss: 3381.0203 - mean_absolute_error: 41.1654 - val_loss: 7968.9809 - val_mean_absolute_error: 59.2964
Epoch 4452/5000
148/148 [==============================] - 0s 34us/step - loss: 3380.4893 - mean_absolute_error: 41.1623 - val_loss: 7968.6561 - val_mean_absolute_error: 59.2947
Epoch 4453/5000
148/148 [==============================] - 0s 34us/step - loss: 3379.9399 - mean_absolute_error: 41.1586 - val_loss: 7968.4153 - val_mean_absolute_error: 59.2932
Epoch 4454/5000
148/148 [==============================] - 0s 34us/step - loss: 3379.4004 - mean_absolute_error: 41.1546 - val_loss: 7968.0356 - val_mean_absolute_error: 59.2915
Epoch 4455/5000
148/148 [==============================] - 0s 27us/step - loss: 3378.8528 - mean_absolute_error: 41.1511 - val_loss: 7967.5317 - val_mean_absolute_error: 59.2896
Epoch 4456/5000
148/148 [==============================] - 0s 27us/step - loss: 3378.3140 - mean_absolute_error: 41.1481 - val_loss: 7967.1315 - val_mean_absolute_error: 59.2878
Epoch 4457/5000
148/148 [==============================] - 0s 27us/step - loss: 3377.7742 - mean_absolute_error: 41.1447 - val_loss: 7966.8744 - val_mean_absolute_error: 59.2864
Epoch 4458/5000
148/148 [==============================] - 0s 34us/step - loss: 3377.2239 - mean_absolute_error: 41.1407 - val_loss: 7966.6572 - val_mean_absolute_error: 59.2850
Epoch 4459/5000
148/148 [==============================] - 0s 27us/step - loss: 3376.6897 - mean_absolute_error: 41.1367 - val_loss: 7966.3875 - val_mean_absolute_error: 59.2835
Epoch 4460/5000
148/148 [==============================] - 0s 34us/step - loss: 3376.1628 - mean_absolute_error: 41.1331 - val_loss: 7966.0129 - val_mean_absolute_error: 59.2817
Epoch 4461/5000
148/148 [==============================] - 0s 34us/step - loss: 3375.6184 - mean_absolute_error: 41.1298 - val_loss: 7965.5167 - val_mean_absolute_error: 59.2796
Epoch 4462/5000
148/148 [==============================] - 0s 34us/step - loss: 3375.0789 - mean_absolute_error: 41.1269 - val_loss: 7965.0174 - val_mean_absolute_error: 59.2776
Epoch 4463/5000
148/148 [==============================] - 0s 34us/step - loss: 3374.5374 - mean_absolute_error: 41.1239 - val_loss: 7964.6177 - val_mean_absolute_error: 59.2758
Epoch 4464/5000
148/148 [==============================] - 0s 34us/step - loss: 3373.9946 - mean_absolute_error: 41.1205 - val_loss: 7964.3521 - val_mean_absolute_error: 59.2743
Epoch 4465/5000
148/148 [==============================] - 0s 34us/step - loss: 3373.4392 - mean_absolute_error: 41.1166 - val_loss: 7964.1178 - val_mean_absolute_error: 59.2729
Epoch 4466/5000
148/148 [==============================] - 0s 41us/step - loss: 3372.9167 - mean_absolute_error: 41.1127 - val_loss: 7963.7806 - val_mean_absolute_error: 59.2713
Epoch 4467/5000
148/148 [==============================] - 0s 34us/step - loss: 3372.3818 - mean_absolute_error: 41.1092 - val_loss: 7963.3397 - val_mean_absolute_error: 59.2694
Epoch 4468/5000
148/148 [==============================] - 0s 34us/step - loss: 3371.8362 - mean_absolute_error: 41.1060 - val_loss: 7962.8744 - val_mean_absolute_error: 59.2674
Epoch 4469/5000
148/148 [==============================] - 0s 34us/step - loss: 3371.2991 - mean_absolute_error: 41.1029 - val_loss: 7962.4599 - val_mean_absolute_error: 59.2654
Epoch 4470/5000
148/148 [==============================] - 0s 27us/step - loss: 3370.7512 - mean_absolute_error: 41.0994 - val_loss: 7962.0579 - val_mean_absolute_error: 59.2633
Epoch 4471/5000
148/148 [==============================] - 0s 27us/step - loss: 3370.1887 - mean_absolute_error: 41.0957 - val_loss: 7961.7553 - val_mean_absolute_error: 59.2615
Epoch 4472/5000
148/148 [==============================] - 0s 34us/step - loss: 3369.6731 - mean_absolute_error: 41.0919 - val_loss: 7961.4633 - val_mean_absolute_error: 59.2598
Epoch 4473/5000
148/148 [==============================] - 0s 34us/step - loss: 3369.1313 - mean_absolute_error: 41.0881 - val_loss: 7961.1733 - val_mean_absolute_error: 59.2582
Epoch 4474/5000
148/148 [==============================] - 0s 27us/step - loss: 3368.5869 - mean_absolute_error: 41.0845 - val_loss: 7960.8075 - val_mean_absolute_error: 59.2563
Epoch 4475/5000
148/148 [==============================] - 0s 41us/step - loss: 3368.0444 - mean_absolute_error: 41.0811 - val_loss: 7960.4360 - val_mean_absolute_error: 59.2544
Epoch 4476/5000
148/148 [==============================] - 0s 27us/step - loss: 3367.5007 - mean_absolute_error: 41.0777 - val_loss: 7960.0112 - val_mean_absolute_error: 59.2524
Epoch 4477/5000
148/148 [==============================] - 0s 27us/step - loss: 3366.9587 - mean_absolute_error: 41.0743 - val_loss: 7959.5660 - val_mean_absolute_error: 59.2504
Epoch 4478/5000
148/148 [==============================] - 0s 27us/step - loss: 3366.4146 - mean_absolute_error: 41.0710 - val_loss: 7959.1436 - val_mean_absolute_error: 59.2485
Epoch 4479/5000
148/148 [==============================] - 0s 34us/step - loss: 3365.8918 - mean_absolute_error: 41.0677 - val_loss: 7958.7468 - val_mean_absolute_error: 59.2466
Epoch 4480/5000
148/148 [==============================] - 0s 27us/step - loss: 3365.3577 - mean_absolute_error: 41.0644 - val_loss: 7958.4733 - val_mean_absolute_error: 59.2448
Epoch 4481/5000
148/148 [==============================] - 0s 27us/step - loss: 3364.8047 - mean_absolute_error: 41.0606 - val_loss: 7958.3504 - val_mean_absolute_error: 59.2434
Epoch 4482/5000
148/148 [==============================] - 0s 27us/step - loss: 3364.2825 - mean_absolute_error: 41.0564 - val_loss: 7958.1184 - val_mean_absolute_error: 59.2417
Epoch 4483/5000
148/148 [==============================] - 0s 27us/step - loss: 3363.7551 - mean_absolute_error: 41.0526 - val_loss: 7957.7969 - val_mean_absolute_error: 59.2400
Epoch 4484/5000
148/148 [==============================] - 0s 27us/step - loss: 3363.2031 - mean_absolute_error: 41.0488 - val_loss: 7957.3631 - val_mean_absolute_error: 59.2381
Epoch 4485/5000
148/148 [==============================] - 0s 27us/step - loss: 3362.6326 - mean_absolute_error: 41.0455 - val_loss: 7956.8383 - val_mean_absolute_error: 59.2361
Epoch 4486/5000
148/148 [==============================] - 0s 27us/step - loss: 3362.1135 - mean_absolute_error: 41.0426 - val_loss: 7956.3680 - val_mean_absolute_error: 59.2342
Epoch 4487/5000
148/148 [==============================] - 0s 27us/step - loss: 3361.5864 - mean_absolute_error: 41.0394 - val_loss: 7956.0804 - val_mean_absolute_error: 59.2327
Epoch 4488/5000
148/148 [==============================] - 0s 27us/step - loss: 3361.0435 - mean_absolute_error: 41.0356 - val_loss: 7955.8945 - val_mean_absolute_error: 59.2312
Epoch 4489/5000
148/148 [==============================] - 0s 27us/step - loss: 3360.4775 - mean_absolute_error: 41.0314 - val_loss: 7955.7511 - val_mean_absolute_error: 59.2298
Epoch 4490/5000
148/148 [==============================] - 0s 34us/step - loss: 3359.9272 - mean_absolute_error: 41.0271 - val_loss: 7955.4882 - val_mean_absolute_error: 59.2282
Epoch 4491/5000
148/148 [==============================] - 0s 34us/step - loss: 3359.3867 - mean_absolute_error: 41.0233 - val_loss: 7955.1202 - val_mean_absolute_error: 59.2264
Epoch 4492/5000
148/148 [==============================] - 0s 27us/step - loss: 3358.8298 - mean_absolute_error: 41.0199 - val_loss: 7954.7074 - val_mean_absolute_error: 59.2244
Epoch 4493/5000
148/148 [==============================] - 0s 34us/step - loss: 3358.2893 - mean_absolute_error: 41.0166 - val_loss: 7954.4049 - val_mean_absolute_error: 59.2227
Epoch 4494/5000
148/148 [==============================] - 0s 27us/step - loss: 3357.7446 - mean_absolute_error: 41.0129 - val_loss: 7954.1746 - val_mean_absolute_error: 59.2212
Epoch 4495/5000
148/148 [==============================] - 0s 27us/step - loss: 3357.1960 - mean_absolute_error: 41.0088 - val_loss: 7953.9754 - val_mean_absolute_error: 59.2199
Epoch 4496/5000
148/148 [==============================] - 0s 27us/step - loss: 3356.6431 - mean_absolute_error: 41.0047 - val_loss: 7953.6489 - val_mean_absolute_error: 59.2184
Epoch 4497/5000
148/148 [==============================] - 0s 27us/step - loss: 3356.1047 - mean_absolute_error: 41.0011 - val_loss: 7953.2966 - val_mean_absolute_error: 59.2167
Epoch 4498/5000
148/148 [==============================] - 0s 27us/step - loss: 3355.5544 - mean_absolute_error: 40.9974 - val_loss: 7952.9447 - val_mean_absolute_error: 59.2148
Epoch 4499/5000
148/148 [==============================] - 0s 20us/step - loss: 3355.0056 - mean_absolute_error: 40.9936 - val_loss: 7952.5358 - val_mean_absolute_error: 59.2129
Epoch 4500/5000
148/148 [==============================] - 0s 27us/step - loss: 3354.4656 - mean_absolute_error: 40.9902 - val_loss: 7952.1931 - val_mean_absolute_error: 59.2112
Epoch 4501/5000
148/148 [==============================] - 0s 27us/step - loss: 3353.9202 - mean_absolute_error: 40.9865 - val_loss: 7951.9782 - val_mean_absolute_error: 59.2098
Epoch 4502/5000
148/148 [==============================] - 0s 27us/step - loss: 3353.3684 - mean_absolute_error: 40.9824 - val_loss: 7951.8727 - val_mean_absolute_error: 59.2085
Epoch 4503/5000
148/148 [==============================] - 0s 20us/step - loss: 3352.8179 - mean_absolute_error: 40.9780 - val_loss: 7951.6419 - val_mean_absolute_error: 59.2070
Epoch 4504/5000
148/148 [==============================] - 0s 27us/step - loss: 3352.2791 - mean_absolute_error: 40.9740 - val_loss: 7951.2884 - val_mean_absolute_error: 59.2052
Epoch 4505/5000
148/148 [==============================] - 0s 27us/step - loss: 3351.7351 - mean_absolute_error: 40.9704 - val_loss: 7950.9318 - val_mean_absolute_error: 59.2033
Epoch 4506/5000
148/148 [==============================] - 0s 27us/step - loss: 3351.1855 - mean_absolute_error: 40.9667 - val_loss: 7950.6538 - val_mean_absolute_error: 59.2018
Epoch 4507/5000
148/148 [==============================] - 0s 27us/step - loss: 3350.6448 - mean_absolute_error: 40.9625 - val_loss: 7950.3800 - val_mean_absolute_error: 59.2003
Epoch 4508/5000
148/148 [==============================] - 0s 20us/step - loss: 3350.0950 - mean_absolute_error: 40.9583 - val_loss: 7950.0914 - val_mean_absolute_error: 59.1986
Epoch 4509/5000
148/148 [==============================] - 0s 27us/step - loss: 3349.5408 - mean_absolute_error: 40.9542 - val_loss: 7949.8207 - val_mean_absolute_error: 59.1970
Epoch 4510/5000
148/148 [==============================] - 0s 20us/step - loss: 3348.9929 - mean_absolute_error: 40.9501 - val_loss: 7949.4589 - val_mean_absolute_error: 59.1952
Epoch 4511/5000
148/148 [==============================] - 0s 20us/step - loss: 3348.4487 - mean_absolute_error: 40.9464 - val_loss: 7949.1627 - val_mean_absolute_error: 59.1938
Epoch 4512/5000
148/148 [==============================] - 0s 20us/step - loss: 3347.9077 - mean_absolute_error: 40.9426 - val_loss: 7948.9674 - val_mean_absolute_error: 59.1925
Epoch 4513/5000
148/148 [==============================] - 0s 34us/step - loss: 3347.3530 - mean_absolute_error: 40.9383 - val_loss: 7948.7913 - val_mean_absolute_error: 59.1910
Epoch 4514/5000
148/148 [==============================] - 0s 20us/step - loss: 3346.8191 - mean_absolute_error: 40.9340 - val_loss: 7948.5382 - val_mean_absolute_error: 59.1895
Epoch 4515/5000
148/148 [==============================] - 0s 27us/step - loss: 3346.2656 - mean_absolute_error: 40.9299 - val_loss: 7948.2165 - val_mean_absolute_error: 59.1878
Epoch 4516/5000
148/148 [==============================] - 0s 20us/step - loss: 3345.7205 - mean_absolute_error: 40.9259 - val_loss: 7947.8267 - val_mean_absolute_error: 59.1861
Epoch 4517/5000
148/148 [==============================] - 0s 20us/step - loss: 3345.1792 - mean_absolute_error: 40.9222 - val_loss: 7947.4975 - val_mean_absolute_error: 59.1844
Epoch 4518/5000
148/148 [==============================] - 0s 20us/step - loss: 3344.6567 - mean_absolute_error: 40.9184 - val_loss: 7947.2889 - val_mean_absolute_error: 59.1831
Epoch 4519/5000
148/148 [==============================] - 0s 27us/step - loss: 3344.1443 - mean_absolute_error: 40.9143 - val_loss: 7947.0961 - val_mean_absolute_error: 59.1820
Epoch 4520/5000
148/148 [==============================] - 0s 27us/step - loss: 3343.6147 - mean_absolute_error: 40.9101 - val_loss: 7946.9105 - val_mean_absolute_error: 59.1810
Epoch 4521/5000
148/148 [==============================] - 0s 27us/step - loss: 3343.0852 - mean_absolute_error: 40.9060 - val_loss: 7946.6545 - val_mean_absolute_error: 59.1795
Epoch 4522/5000
148/148 [==============================] - 0s 34us/step - loss: 3342.5916 - mean_absolute_error: 40.9023 - val_loss: 7946.3962 - val_mean_absolute_error: 59.1780
Epoch 4523/5000
148/148 [==============================] - 0s 27us/step - loss: 3342.0679 - mean_absolute_error: 40.8983 - val_loss: 7946.1418 - val_mean_absolute_error: 59.1766
Epoch 4524/5000
148/148 [==============================] - 0s 27us/step - loss: 3341.5339 - mean_absolute_error: 40.8943 - val_loss: 7945.9653 - val_mean_absolute_error: 59.1754
Epoch 4525/5000
148/148 [==============================] - 0s 20us/step - loss: 3340.9968 - mean_absolute_error: 40.8899 - val_loss: 7945.8094 - val_mean_absolute_error: 59.1743
Epoch 4526/5000
148/148 [==============================] - 0s 27us/step - loss: 3340.4888 - mean_absolute_error: 40.8856 - val_loss: 7945.5460 - val_mean_absolute_error: 59.1730
Epoch 4527/5000
148/148 [==============================] - 0s 27us/step - loss: 3339.9773 - mean_absolute_error: 40.8817 - val_loss: 7945.3134 - val_mean_absolute_error: 59.1718
Epoch 4528/5000
148/148 [==============================] - 0s 27us/step - loss: 3339.4480 - mean_absolute_error: 40.8777 - val_loss: 7945.1013 - val_mean_absolute_error: 59.1705
Epoch 4529/5000
148/148 [==============================] - 0s 27us/step - loss: 3338.9192 - mean_absolute_error: 40.8736 - val_loss: 7944.9674 - val_mean_absolute_error: 59.1694
Epoch 4530/5000
148/148 [==============================] - 0s 34us/step - loss: 3338.4070 - mean_absolute_error: 40.8696 - val_loss: 7944.8007 - val_mean_absolute_error: 59.1682
Epoch 4531/5000
148/148 [==============================] - 0s 27us/step - loss: 3337.8811 - mean_absolute_error: 40.8656 - val_loss: 7944.5768 - val_mean_absolute_error: 59.1669
Epoch 4532/5000
148/148 [==============================] - 0s 34us/step - loss: 3337.3738 - mean_absolute_error: 40.8617 - val_loss: 7944.3439 - val_mean_absolute_error: 59.1656
Epoch 4533/5000
148/148 [==============================] - 0s 27us/step - loss: 3336.8669 - mean_absolute_error: 40.8577 - val_loss: 7944.1151 - val_mean_absolute_error: 59.1644
Epoch 4534/5000
148/148 [==============================] - 0s 20us/step - loss: 3336.3435 - mean_absolute_error: 40.8536 - val_loss: 7943.9070 - val_mean_absolute_error: 59.1633
Epoch 4535/5000
148/148 [==============================] - 0s 27us/step - loss: 3335.8193 - mean_absolute_error: 40.8496 - val_loss: 7943.6751 - val_mean_absolute_error: 59.1621
Epoch 4536/5000
148/148 [==============================] - 0s 27us/step - loss: 3335.3176 - mean_absolute_error: 40.8459 - val_loss: 7943.4807 - val_mean_absolute_error: 59.1608
Epoch 4537/5000
148/148 [==============================] - 0s 20us/step - loss: 3334.7971 - mean_absolute_error: 40.8420 - val_loss: 7943.3152 - val_mean_absolute_error: 59.1595
Epoch 4538/5000
148/148 [==============================] - 0s 41us/step - loss: 3334.2998 - mean_absolute_error: 40.8380 - val_loss: 7943.2026 - val_mean_absolute_error: 59.1584
Epoch 4539/5000
148/148 [==============================] - 0s 27us/step - loss: 3333.7939 - mean_absolute_error: 40.8338 - val_loss: 7943.0565 - val_mean_absolute_error: 59.1573
Epoch 4540/5000
148/148 [==============================] - 0s 27us/step - loss: 3333.2720 - mean_absolute_error: 40.8298 - val_loss: 7942.9068 - val_mean_absolute_error: 59.1563
Epoch 4541/5000
148/148 [==============================] - 0s 27us/step - loss: 3332.7510 - mean_absolute_error: 40.8257 - val_loss: 7942.6972 - val_mean_absolute_error: 59.1552
Epoch 4542/5000
148/148 [==============================] - 0s 27us/step - loss: 3332.2415 - mean_absolute_error: 40.8220 - val_loss: 7942.4448 - val_mean_absolute_error: 59.1540
Epoch 4543/5000
148/148 [==============================] - 0s 34us/step - loss: 3331.7317 - mean_absolute_error: 40.8184 - val_loss: 7942.2785 - val_mean_absolute_error: 59.1528
Epoch 4544/5000
148/148 [==============================] - 0s 27us/step - loss: 3331.2185 - mean_absolute_error: 40.8144 - val_loss: 7942.0448 - val_mean_absolute_error: 59.1513
Epoch 4545/5000
148/148 [==============================] - 0s 27us/step - loss: 3330.7156 - mean_absolute_error: 40.8108 - val_loss: 7941.8613 - val_mean_absolute_error: 59.1500
Epoch 4546/5000
148/148 [==============================] - 0s 27us/step - loss: 3330.1951 - mean_absolute_error: 40.8069 - val_loss: 7941.7996 - val_mean_absolute_error: 59.1489
Epoch 4547/5000
148/148 [==============================] - 0s 27us/step - loss: 3329.6929 - mean_absolute_error: 40.8028 - val_loss: 7941.6936 - val_mean_absolute_error: 59.1480
Epoch 4548/5000
148/148 [==============================] - 0s 27us/step - loss: 3329.1992 - mean_absolute_error: 40.7989 - val_loss: 7941.5855 - val_mean_absolute_error: 59.1472
Epoch 4549/5000
148/148 [==============================] - 0s 34us/step - loss: 3328.6851 - mean_absolute_error: 40.7951 - val_loss: 7941.4218 - val_mean_absolute_error: 59.1463
Epoch 4550/5000
148/148 [==============================] - 0s 20us/step - loss: 3328.1819 - mean_absolute_error: 40.7916 - val_loss: 7941.2219 - val_mean_absolute_error: 59.1452
Epoch 4551/5000
148/148 [==============================] - 0s 27us/step - loss: 3327.6775 - mean_absolute_error: 40.7881 - val_loss: 7941.0073 - val_mean_absolute_error: 59.1440
Epoch 4552/5000
148/148 [==============================] - 0s 27us/step - loss: 3327.1709 - mean_absolute_error: 40.7845 - val_loss: 7940.8741 - val_mean_absolute_error: 59.1430
Epoch 4553/5000
148/148 [==============================] - 0s 27us/step - loss: 3326.6685 - mean_absolute_error: 40.7806 - val_loss: 7940.7254 - val_mean_absolute_error: 59.1420
Epoch 4554/5000
148/148 [==============================] - 0s 27us/step - loss: 3326.1511 - mean_absolute_error: 40.7767 - val_loss: 7940.5160 - val_mean_absolute_error: 59.1409
Epoch 4555/5000
148/148 [==============================] - 0s 34us/step - loss: 3325.6521 - mean_absolute_error: 40.7731 - val_loss: 7940.2811 - val_mean_absolute_error: 59.1399
Epoch 4556/5000
148/148 [==============================] - 0s 34us/step - loss: 3325.1584 - mean_absolute_error: 40.7697 - val_loss: 7940.1163 - val_mean_absolute_error: 59.1391
Epoch 4557/5000
148/148 [==============================] - 0s 41us/step - loss: 3324.6648 - mean_absolute_error: 40.7662 - val_loss: 7940.0775 - val_mean_absolute_error: 59.1384
Epoch 4558/5000
148/148 [==============================] - 0s 34us/step - loss: 3324.1477 - mean_absolute_error: 40.7623 - val_loss: 7940.0676 - val_mean_absolute_error: 59.1376
Epoch 4559/5000
148/148 [==============================] - 0s 27us/step - loss: 3323.6418 - mean_absolute_error: 40.7584 - val_loss: 7939.9455 - val_mean_absolute_error: 59.1365
Epoch 4560/5000
148/148 [==============================] - 0s 27us/step - loss: 3323.1426 - mean_absolute_error: 40.7547 - val_loss: 7939.6493 - val_mean_absolute_error: 59.1347
Epoch 4561/5000
148/148 [==============================] - 0s 34us/step - loss: 3322.6440 - mean_absolute_error: 40.7515 - val_loss: 7939.3342 - val_mean_absolute_error: 59.1329
Epoch 4562/5000
148/148 [==============================] - 0s 27us/step - loss: 3322.1553 - mean_absolute_error: 40.7483 - val_loss: 7939.1116 - val_mean_absolute_error: 59.1312
Epoch 4563/5000
148/148 [==============================] - 0s 27us/step - loss: 3321.6523 - mean_absolute_error: 40.7447 - val_loss: 7938.9989 - val_mean_absolute_error: 59.1298
Epoch 4564/5000
148/148 [==============================] - 0s 34us/step - loss: 3321.1553 - mean_absolute_error: 40.7407 - val_loss: 7938.8343 - val_mean_absolute_error: 59.1282
Epoch 4565/5000
148/148 [==============================] - 0s 34us/step - loss: 3320.6570 - mean_absolute_error: 40.7370 - val_loss: 7938.6321 - val_mean_absolute_error: 59.1266
Epoch 4566/5000
148/148 [==============================] - 0s 34us/step - loss: 3320.1543 - mean_absolute_error: 40.7334 - val_loss: 7938.3829 - val_mean_absolute_error: 59.1247
Epoch 4567/5000
148/148 [==============================] - 0s 27us/step - loss: 3319.6589 - mean_absolute_error: 40.7300 - val_loss: 7938.2062 - val_mean_absolute_error: 59.1228
Epoch 4568/5000
148/148 [==============================] - 0s 34us/step - loss: 3319.1841 - mean_absolute_error: 40.7263 - val_loss: 7937.9891 - val_mean_absolute_error: 59.1208
Epoch 4569/5000
148/148 [==============================] - 0s 41us/step - loss: 3318.6782 - mean_absolute_error: 40.7227 - val_loss: 7937.7825 - val_mean_absolute_error: 59.1189
Epoch 4570/5000
148/148 [==============================] - 0s 41us/step - loss: 3318.1794 - mean_absolute_error: 40.7190 - val_loss: 7937.5604 - val_mean_absolute_error: 59.1170
Epoch 4571/5000
148/148 [==============================] - 0s 41us/step - loss: 3317.6897 - mean_absolute_error: 40.7153 - val_loss: 7937.3222 - val_mean_absolute_error: 59.1152
Epoch 4572/5000
148/148 [==============================] - 0s 47us/step - loss: 3317.1960 - mean_absolute_error: 40.7119 - val_loss: 7937.0896 - val_mean_absolute_error: 59.1134
Epoch 4573/5000
148/148 [==============================] - 0s 88us/step - loss: 3316.6973 - mean_absolute_error: 40.7084 - val_loss: 7936.9127 - val_mean_absolute_error: 59.1115
Epoch 4574/5000
148/148 [==============================] - 0s 34us/step - loss: 3316.2039 - mean_absolute_error: 40.7047 - val_loss: 7936.7767 - val_mean_absolute_error: 59.1098
Epoch 4575/5000
148/148 [==============================] - 0s 61us/step - loss: 3315.7026 - mean_absolute_error: 40.7010 - val_loss: 7936.6029 - val_mean_absolute_error: 59.1082
Epoch 4576/5000
148/148 [==============================] - 0s 81us/step - loss: 3315.2024 - mean_absolute_error: 40.6976 - val_loss: 7936.4410 - val_mean_absolute_error: 59.1068
Epoch 4577/5000
148/148 [==============================] - 0s 68us/step - loss: 3314.7085 - mean_absolute_error: 40.6941 - val_loss: 7936.3300 - val_mean_absolute_error: 59.1056
Epoch 4578/5000
148/148 [==============================] - 0s 68us/step - loss: 3314.2139 - mean_absolute_error: 40.6905 - val_loss: 7936.2421 - val_mean_absolute_error: 59.1044
Epoch 4579/5000
148/148 [==============================] - 0s 47us/step - loss: 3313.7388 - mean_absolute_error: 40.6867 - val_loss: 7936.0999 - val_mean_absolute_error: 59.1030
Epoch 4580/5000
148/148 [==============================] - 0s 34us/step - loss: 3313.2488 - mean_absolute_error: 40.6830 - val_loss: 7935.8150 - val_mean_absolute_error: 59.1011
Epoch 4581/5000
148/148 [==============================] - 0s 41us/step - loss: 3312.7339 - mean_absolute_error: 40.6797 - val_loss: 7935.4878 - val_mean_absolute_error: 59.0990
Epoch 4582/5000
148/148 [==============================] - 0s 34us/step - loss: 3312.2363 - mean_absolute_error: 40.6767 - val_loss: 7935.2959 - val_mean_absolute_error: 59.0973
Epoch 4583/5000
148/148 [==============================] - 0s 47us/step - loss: 3311.7463 - mean_absolute_error: 40.6733 - val_loss: 7935.2450 - val_mean_absolute_error: 59.0960
Epoch 4584/5000
148/148 [==============================] - 0s 101us/step - loss: 3311.2490 - mean_absolute_error: 40.6694 - val_loss: 7935.1907 - val_mean_absolute_error: 59.0949
Epoch 4585/5000
148/148 [==============================] - 0s 68us/step - loss: 3310.7524 - mean_absolute_error: 40.6657 - val_loss: 7935.0314 - val_mean_absolute_error: 59.0934
Epoch 4586/5000
148/148 [==============================] - 0s 41us/step - loss: 3310.2759 - mean_absolute_error: 40.6623 - val_loss: 7934.8340 - val_mean_absolute_error: 59.0919
Epoch 4587/5000
148/148 [==============================] - 0s 34us/step - loss: 3309.7878 - mean_absolute_error: 40.6589 - val_loss: 7934.6406 - val_mean_absolute_error: 59.0901
Epoch 4588/5000
148/148 [==============================] - 0s 54us/step - loss: 3309.2773 - mean_absolute_error: 40.6552 - val_loss: 7934.4472 - val_mean_absolute_error: 59.0883
Epoch 4589/5000
148/148 [==============================] - 0s 34us/step - loss: 3308.7996 - mean_absolute_error: 40.6516 - val_loss: 7934.1394 - val_mean_absolute_error: 59.0863
Epoch 4590/5000
148/148 [==============================] - 0s 41us/step - loss: 3308.3254 - mean_absolute_error: 40.6485 - val_loss: 7933.8865 - val_mean_absolute_error: 59.0845
Epoch 4591/5000
148/148 [==============================] - 0s 41us/step - loss: 3307.8308 - mean_absolute_error: 40.6453 - val_loss: 7933.6787 - val_mean_absolute_error: 59.0831
Epoch 4592/5000
148/148 [==============================] - 0s 34us/step - loss: 3307.3240 - mean_absolute_error: 40.6420 - val_loss: 7933.5876 - val_mean_absolute_error: 59.0821
Epoch 4593/5000
148/148 [==============================] - 0s 34us/step - loss: 3306.8354 - mean_absolute_error: 40.6383 - val_loss: 7933.5740 - val_mean_absolute_error: 59.0813
Epoch 4594/5000
148/148 [==============================] - 0s 41us/step - loss: 3306.3369 - mean_absolute_error: 40.6344 - val_loss: 7933.4826 - val_mean_absolute_error: 59.0801
Epoch 4595/5000
148/148 [==============================] - 0s 34us/step - loss: 3305.8467 - mean_absolute_error: 40.6308 - val_loss: 7933.2827 - val_mean_absolute_error: 59.0787
Epoch 4596/5000
148/148 [==============================] - 0s 88us/step - loss: 3305.3643 - mean_absolute_error: 40.6277 - val_loss: 7933.0661 - val_mean_absolute_error: 59.0774
Epoch 4597/5000
148/148 [==============================] - 0s 41us/step - loss: 3304.8730 - mean_absolute_error: 40.6246 - val_loss: 7932.9031 - val_mean_absolute_error: 59.0763
Epoch 4598/5000
148/148 [==============================] - 0s 61us/step - loss: 3304.3708 - mean_absolute_error: 40.6213 - val_loss: 7932.8278 - val_mean_absolute_error: 59.0754
Epoch 4599/5000
148/148 [==============================] - 0s 61us/step - loss: 3303.8950 - mean_absolute_error: 40.6175 - val_loss: 7932.7306 - val_mean_absolute_error: 59.0745
Epoch 4600/5000
148/148 [==============================] - 0s 34us/step - loss: 3303.4224 - mean_absolute_error: 40.6138 - val_loss: 7932.5829 - val_mean_absolute_error: 59.0734
Epoch 4601/5000
148/148 [==============================] - 0s 27us/step - loss: 3302.9270 - mean_absolute_error: 40.6103 - val_loss: 7932.3676 - val_mean_absolute_error: 59.0720
Epoch 4602/5000
148/148 [==============================] - 0s 34us/step - loss: 3302.4160 - mean_absolute_error: 40.6070 - val_loss: 7932.1693 - val_mean_absolute_error: 59.0704
Epoch 4603/5000
148/148 [==============================] - 0s 41us/step - loss: 3301.9370 - mean_absolute_error: 40.6038 - val_loss: 7932.0432 - val_mean_absolute_error: 59.0693
Epoch 4604/5000
148/148 [==============================] - 0s 41us/step - loss: 3301.4526 - mean_absolute_error: 40.6003 - val_loss: 7931.8744 - val_mean_absolute_error: 59.0682
Epoch 4605/5000
148/148 [==============================] - 0s 34us/step - loss: 3300.9695 - mean_absolute_error: 40.5971 - val_loss: 7931.7470 - val_mean_absolute_error: 59.0672
Epoch 4606/5000
148/148 [==============================] - 0s 41us/step - loss: 3300.4678 - mean_absolute_error: 40.5936 - val_loss: 7931.7603 - val_mean_absolute_error: 59.0664
Epoch 4607/5000
148/148 [==============================] - 0s 41us/step - loss: 3299.9800 - mean_absolute_error: 40.5896 - val_loss: 7931.7808 - val_mean_absolute_error: 59.0656
Out[58]:
<keras.callbacks.History at 0x2073e9da748>
In [59]:
model1 = Sequential()
model1.add(Dense(9,activation='relu',input_dim=standardized_X.shape[1]))
model1.add(Dense(1))
model1.compile(optimizer='adam',
loss='mse',
metrics=['mae'])
In [60]:
model1.fit(standardized_X,
 y_train,
 batch_size=148,
 epochs=5000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/5000
148/148 [==============================] - 0s 2ms/step - loss: 95500.5625 - mean_absolute_error: 265.4939 - val_loss: 159858.8621 - val_mean_absolute_error: 378.2070
Epoch 2/5000
148/148 [==============================] - 0s 20us/step - loss: 95492.3281 - mean_absolute_error: 265.4837 - val_loss: 159842.9069 - val_mean_absolute_error: 378.1877
Epoch 3/5000
148/148 [==============================] - 0s 20us/step - loss: 95481.2578 - mean_absolute_error: 265.4700 - val_loss: 159826.8875 - val_mean_absolute_error: 378.1683
Epoch 4/5000
148/148 [==============================] - 0s 20us/step - loss: 95470.1953 - mean_absolute_error: 265.4563 - val_loss: 159811.7617 - val_mean_absolute_error: 378.1501
Epoch 5/5000
148/148 [==============================] - 0s 20us/step - loss: 95459.8281 - mean_absolute_error: 265.4434 - val_loss: 159795.6144 - val_mean_absolute_error: 378.1307
Epoch 6/5000
148/148 [==============================] - 0s 27us/step - loss: 95448.7266 - mean_absolute_error: 265.4297 - val_loss: 159779.4667 - val_mean_absolute_error: 378.1113
Epoch 7/5000
148/148 [==============================] - 0s 27us/step - loss: 95437.5938 - mean_absolute_error: 265.4158 - val_loss: 159763.2883 - val_mean_absolute_error: 378.0919
Epoch 8/5000
148/148 [==============================] - 0s 20us/step - loss: 95426.4219 - mean_absolute_error: 265.4020 - val_loss: 159747.0487 - val_mean_absolute_error: 378.0725
Epoch 9/5000
148/148 [==============================] - 0s 34us/step - loss: 95415.2500 - mean_absolute_error: 265.3880 - val_loss: 159730.9027 - val_mean_absolute_error: 378.0532
Epoch 10/5000
148/148 [==============================] - 0s 34us/step - loss: 95404.1953 - mean_absolute_error: 265.3742 - val_loss: 159714.5877 - val_mean_absolute_error: 378.0337
Epoch 11/5000
148/148 [==============================] - 0s 41us/step - loss: 95393.0156 - mean_absolute_error: 265.3603 - val_loss: 159698.2737 - val_mean_absolute_error: 378.0143
Epoch 12/5000
148/148 [==============================] - 0s 34us/step - loss: 95381.8438 - mean_absolute_error: 265.3463 - val_loss: 159681.9237 - val_mean_absolute_error: 377.9947
Epoch 13/5000
148/148 [==============================] - 0s 20us/step - loss: 95370.6641 - mean_absolute_error: 265.3323 - val_loss: 159665.5244 - val_mean_absolute_error: 377.9751
Epoch 14/5000
148/148 [==============================] - 0s 27us/step - loss: 95359.4531 - mean_absolute_error: 265.3183 - val_loss: 159649.0771 - val_mean_absolute_error: 377.9555
Epoch 15/5000
148/148 [==============================] - 0s 27us/step - loss: 95348.2266 - mean_absolute_error: 265.3043 - val_loss: 159632.6283 - val_mean_absolute_error: 377.9358
Epoch 16/5000
148/148 [==============================] - 0s 41us/step - loss: 95336.9922 - mean_absolute_error: 265.2903 - val_loss: 159616.2092 - val_mean_absolute_error: 377.9162
Epoch 17/5000
148/148 [==============================] - 0s 34us/step - loss: 95325.7266 - mean_absolute_error: 265.2762 - val_loss: 159599.7125 - val_mean_absolute_error: 377.8965
Epoch 18/5000
148/148 [==============================] - 0s 27us/step - loss: 95314.5000 - mean_absolute_error: 265.2620 - val_loss: 159583.0290 - val_mean_absolute_error: 377.8766
Epoch 19/5000
148/148 [==============================] - 0s 20us/step - loss: 95303.1406 - mean_absolute_error: 265.2478 - val_loss: 159566.4381 - val_mean_absolute_error: 377.8567
Epoch 20/5000
148/148 [==============================] - 0s 27us/step - loss: 95291.8516 - mean_absolute_error: 265.2336 - val_loss: 159549.8160 - val_mean_absolute_error: 377.8369
Epoch 21/5000
148/148 [==============================] - 0s 27us/step - loss: 95280.4609 - mean_absolute_error: 265.2192 - val_loss: 159532.9438 - val_mean_absolute_error: 377.8167
Epoch 22/5000
148/148 [==============================] - 0s 27us/step - loss: 95268.9219 - mean_absolute_error: 265.2047 - val_loss: 159516.1942 - val_mean_absolute_error: 377.7966
Epoch 23/5000
148/148 [==============================] - 0s 34us/step - loss: 95257.4766 - mean_absolute_error: 265.1902 - val_loss: 159499.4275 - val_mean_absolute_error: 377.7766
Epoch 24/5000
148/148 [==============================] - 0s 41us/step - loss: 95246.0547 - mean_absolute_error: 265.1756 - val_loss: 159482.4583 - val_mean_absolute_error: 377.7562
Epoch 25/5000
148/148 [==============================] - 0s 27us/step - loss: 95234.4766 - mean_absolute_error: 265.1608 - val_loss: 159465.6429 - val_mean_absolute_error: 377.7361
Epoch 26/5000
148/148 [==============================] - 0s 20us/step - loss: 95223.0000 - mean_absolute_error: 265.1461 - val_loss: 159448.7808 - val_mean_absolute_error: 377.7159
Epoch 27/5000
148/148 [==============================] - 0s 27us/step - loss: 95211.4844 - mean_absolute_error: 265.1314 - val_loss: 159431.7017 - val_mean_absolute_error: 377.6954
Epoch 28/5000
148/148 [==============================] - 0s 34us/step - loss: 95199.8281 - mean_absolute_error: 265.1164 - val_loss: 159414.7162 - val_mean_absolute_error: 377.6751
Epoch 29/5000
148/148 [==============================] - 0s 27us/step - loss: 95188.2578 - mean_absolute_error: 265.1015 - val_loss: 159397.6862 - val_mean_absolute_error: 377.6546
Epoch 30/5000
148/148 [==============================] - 0s 41us/step - loss: 95176.6406 - mean_absolute_error: 265.0866 - val_loss: 159380.4100 - val_mean_absolute_error: 377.6339
Epoch 31/5000
148/148 [==============================] - 0s 20us/step - loss: 95164.8281 - mean_absolute_error: 265.0714 - val_loss: 159363.2598 - val_mean_absolute_error: 377.6133
Epoch 32/5000
148/148 [==============================] - 0s 20us/step - loss: 95153.0781 - mean_absolute_error: 265.0562 - val_loss: 159345.8327 - val_mean_absolute_error: 377.5925
Epoch 33/5000
148/148 [==============================] - 0s 20us/step - loss: 95141.1250 - mean_absolute_error: 265.0408 - val_loss: 159328.6081 - val_mean_absolute_error: 377.5718
Epoch 34/5000
148/148 [==============================] - 0s 27us/step - loss: 95129.2891 - mean_absolute_error: 265.0255 - val_loss: 159311.1529 - val_mean_absolute_error: 377.5508
Epoch 35/5000
148/148 [==============================] - 0s 27us/step - loss: 95117.2969 - mean_absolute_error: 265.0100 - val_loss: 159293.8838 - val_mean_absolute_error: 377.5301
Epoch 36/5000
148/148 [==============================] - 0s 27us/step - loss: 95105.4375 - mean_absolute_error: 264.9946 - val_loss: 159276.6004 - val_mean_absolute_error: 377.5093
Epoch 37/5000
148/148 [==============================] - 0s 41us/step - loss: 95093.4922 - mean_absolute_error: 264.9792 - val_loss: 159259.2723 - val_mean_absolute_error: 377.4885
Epoch 38/5000
148/148 [==============================] - 0s 27us/step - loss: 95081.5078 - mean_absolute_error: 264.9638 - val_loss: 159241.8996 - val_mean_absolute_error: 377.4677
Epoch 39/5000
148/148 [==============================] - 0s 20us/step - loss: 95069.4766 - mean_absolute_error: 264.9483 - val_loss: 159224.3267 - val_mean_absolute_error: 377.4466
Epoch 40/5000
148/148 [==============================] - 0s 41us/step - loss: 95057.3047 - mean_absolute_error: 264.9325 - val_loss: 159206.8929 - val_mean_absolute_error: 377.4256
Epoch 41/5000
148/148 [==============================] - 0s 20us/step - loss: 95045.1953 - mean_absolute_error: 264.9169 - val_loss: 159189.3971 - val_mean_absolute_error: 377.4046
Epoch 42/5000
148/148 [==============================] - 0s 27us/step - loss: 95033.0312 - mean_absolute_error: 264.9011 - val_loss: 159171.8094 - val_mean_absolute_error: 377.3835
Epoch 43/5000
148/148 [==============================] - 0s 34us/step - loss: 95020.8281 - mean_absolute_error: 264.8852 - val_loss: 159154.1448 - val_mean_absolute_error: 377.3623
Epoch 44/5000
148/148 [==============================] - 0s 27us/step - loss: 95008.5781 - mean_absolute_error: 264.8692 - val_loss: 159136.3883 - val_mean_absolute_error: 377.3410
Epoch 45/5000
148/148 [==============================] - 0s 41us/step - loss: 94996.3125 - mean_absolute_error: 264.8531 - val_loss: 159118.5862 - val_mean_absolute_error: 377.3196
Epoch 46/5000
148/148 [==============================] - 0s 34us/step - loss: 94984.0312 - mean_absolute_error: 264.8370 - val_loss: 159100.7079 - val_mean_absolute_error: 377.2981
Epoch 47/5000
148/148 [==============================] - 0s 34us/step - loss: 94971.7500 - mean_absolute_error: 264.8210 - val_loss: 159082.7533 - val_mean_absolute_error: 377.2767
Epoch 48/5000
148/148 [==============================] - 0s 20us/step - loss: 94959.3828 - mean_absolute_error: 264.8048 - val_loss: 159064.7773 - val_mean_absolute_error: 377.2551
Epoch 49/5000
148/148 [==============================] - 0s 27us/step - loss: 94946.9219 - mean_absolute_error: 264.7885 - val_loss: 159046.7787 - val_mean_absolute_error: 377.2335
Epoch 50/5000
148/148 [==============================] - 0s 27us/step - loss: 94934.3984 - mean_absolute_error: 264.7721 - val_loss: 159028.6308 - val_mean_absolute_error: 377.2117
Epoch 51/5000
148/148 [==============================] - 0s 34us/step - loss: 94921.7734 - mean_absolute_error: 264.7556 - val_loss: 159010.4269 - val_mean_absolute_error: 377.1899
Epoch 52/5000
148/148 [==============================] - 0s 47us/step - loss: 94909.0781 - mean_absolute_error: 264.7390 - val_loss: 158992.1671 - val_mean_absolute_error: 377.1680
Epoch 53/5000
148/148 [==============================] - 0s 20us/step - loss: 94896.3125 - mean_absolute_error: 264.7224 - val_loss: 158973.8496 - val_mean_absolute_error: 377.1460
Epoch 54/5000
148/148 [==============================] - 0s 27us/step - loss: 94883.4766 - mean_absolute_error: 264.7056 - val_loss: 158955.4573 - val_mean_absolute_error: 377.1239
Epoch 55/5000
148/148 [==============================] - 0s 34us/step - loss: 94870.5938 - mean_absolute_error: 264.6888 - val_loss: 158936.8371 - val_mean_absolute_error: 377.1015
Epoch 56/5000
148/148 [==============================] - 0s 34us/step - loss: 94857.5078 - mean_absolute_error: 264.6718 - val_loss: 158918.2967 - val_mean_absolute_error: 377.0794
Epoch 57/5000
148/148 [==============================] - 0s 20us/step - loss: 94844.4531 - mean_absolute_error: 264.6548 - val_loss: 158899.6975 - val_mean_absolute_error: 377.0570
Epoch 58/5000
148/148 [==============================] - 0s 27us/step - loss: 94831.3359 - mean_absolute_error: 264.6378 - val_loss: 158881.0554 - val_mean_absolute_error: 377.0346
Epoch 59/5000
148/148 [==============================] - 0s 27us/step - loss: 94818.1562 - mean_absolute_error: 264.6206 - val_loss: 158862.3254 - val_mean_absolute_error: 377.0121
Epoch 60/5000
148/148 [==============================] - 0s 41us/step - loss: 94804.8750 - mean_absolute_error: 264.6034 - val_loss: 158843.5385 - val_mean_absolute_error: 376.9896
Epoch 61/5000
148/148 [==============================] - 0s 27us/step - loss: 94791.5547 - mean_absolute_error: 264.5860 - val_loss: 158824.5554 - val_mean_absolute_error: 376.9668
Epoch 62/5000
148/148 [==============================] - 0s 27us/step - loss: 94778.0391 - mean_absolute_error: 264.5685 - val_loss: 158805.6379 - val_mean_absolute_error: 376.9441
Epoch 63/5000
148/148 [==============================] - 0s 27us/step - loss: 94764.5781 - mean_absolute_error: 264.5511 - val_loss: 158786.4775 - val_mean_absolute_error: 376.9211
Epoch 64/5000
148/148 [==============================] - 0s 20us/step - loss: 94750.9844 - mean_absolute_error: 264.5335 - val_loss: 158767.4125 - val_mean_absolute_error: 376.8981
Epoch 65/5000
148/148 [==============================] - 0s 27us/step - loss: 94737.4219 - mean_absolute_error: 264.5160 - val_loss: 158748.2588 - val_mean_absolute_error: 376.8752
Epoch 66/5000
148/148 [==============================] - 0s 27us/step - loss: 94723.7891 - mean_absolute_error: 264.4984 - val_loss: 158729.1083 - val_mean_absolute_error: 376.8522
Epoch 67/5000
148/148 [==============================] - 0s 27us/step - loss: 94710.0938 - mean_absolute_error: 264.4807 - val_loss: 158709.9304 - val_mean_absolute_error: 376.8292
Epoch 68/5000
148/148 [==============================] - 0s 27us/step - loss: 94696.3594 - mean_absolute_error: 264.4630 - val_loss: 158690.6473 - val_mean_absolute_error: 376.8060
Epoch 69/5000
148/148 [==============================] - 0s 20us/step - loss: 94682.5391 - mean_absolute_error: 264.4452 - val_loss: 158671.1519 - val_mean_absolute_error: 376.7826
Epoch 70/5000
148/148 [==============================] - 0s 34us/step - loss: 94668.5938 - mean_absolute_error: 264.4273 - val_loss: 158651.7654 - val_mean_absolute_error: 376.7593
Epoch 71/5000
148/148 [==============================] - 0s 41us/step - loss: 94654.6562 - mean_absolute_error: 264.4093 - val_loss: 158632.1977 - val_mean_absolute_error: 376.7358
Epoch 72/5000
148/148 [==============================] - 0s 34us/step - loss: 94640.5391 - mean_absolute_error: 264.3910 - val_loss: 158612.6631 - val_mean_absolute_error: 376.7123
Epoch 73/5000
148/148 [==============================] - 0s 27us/step - loss: 94626.4531 - mean_absolute_error: 264.3728 - val_loss: 158593.0698 - val_mean_absolute_error: 376.6888
Epoch 74/5000
148/148 [==============================] - 0s 34us/step - loss: 94612.3047 - mean_absolute_error: 264.3544 - val_loss: 158573.3863 - val_mean_absolute_error: 376.6651
Epoch 75/5000
148/148 [==============================] - 0s 41us/step - loss: 94598.1016 - mean_absolute_error: 264.3360 - val_loss: 158553.5975 - val_mean_absolute_error: 376.6414
Epoch 76/5000
148/148 [==============================] - 0s 41us/step - loss: 94583.8281 - mean_absolute_error: 264.3174 - val_loss: 158533.7346 - val_mean_absolute_error: 376.6176
Epoch 77/5000
148/148 [==============================] - 0s 27us/step - loss: 94569.4531 - mean_absolute_error: 264.2987 - val_loss: 158513.7648 - val_mean_absolute_error: 376.5936
Epoch 78/5000
148/148 [==============================] - 0s 34us/step - loss: 94554.9844 - mean_absolute_error: 264.2799 - val_loss: 158493.7358 - val_mean_absolute_error: 376.5695
Epoch 79/5000
148/148 [==============================] - 0s 34us/step - loss: 94540.4844 - mean_absolute_error: 264.2610 - val_loss: 158473.6179 - val_mean_absolute_error: 376.5453
Epoch 80/5000
148/148 [==============================] - 0s 27us/step - loss: 94525.9531 - mean_absolute_error: 264.2421 - val_loss: 158453.4398 - val_mean_absolute_error: 376.5210
Epoch 81/5000
148/148 [==============================] - 0s 41us/step - loss: 94511.4062 - mean_absolute_error: 264.2232 - val_loss: 158433.2167 - val_mean_absolute_error: 376.4967
Epoch 82/5000
148/148 [==============================] - 0s 34us/step - loss: 94496.8047 - mean_absolute_error: 264.2042 - val_loss: 158412.9325 - val_mean_absolute_error: 376.4723
Epoch 83/5000
148/148 [==============================] - 0s 41us/step - loss: 94482.1719 - mean_absolute_error: 264.1853 - val_loss: 158392.5258 - val_mean_absolute_error: 376.4478
Epoch 84/5000
148/148 [==============================] - 0s 41us/step - loss: 94467.5000 - mean_absolute_error: 264.1663 - val_loss: 158372.0579 - val_mean_absolute_error: 376.4231
Epoch 85/5000
148/148 [==============================] - 0s 27us/step - loss: 94452.7734 - mean_absolute_error: 264.1472 - val_loss: 158351.4990 - val_mean_absolute_error: 376.3985
Epoch 86/5000
148/148 [==============================] - 0s 47us/step - loss: 94437.9844 - mean_absolute_error: 264.1280 - val_loss: 158330.8346 - val_mean_absolute_error: 376.3736
Epoch 87/5000
148/148 [==============================] - 0s 34us/step - loss: 94423.1406 - mean_absolute_error: 264.1086 - val_loss: 158310.1396 - val_mean_absolute_error: 376.3487
Epoch 88/5000
148/148 [==============================] - 0s 20us/step - loss: 94408.2266 - mean_absolute_error: 264.0892 - val_loss: 158289.3219 - val_mean_absolute_error: 376.3236
Epoch 89/5000
148/148 [==============================] - 0s 34us/step - loss: 94393.2734 - mean_absolute_error: 264.0696 - val_loss: 158268.3654 - val_mean_absolute_error: 376.2984
Epoch 90/5000
148/148 [==============================] - 0s 20us/step - loss: 94378.2812 - mean_absolute_error: 264.0498 - val_loss: 158247.3479 - val_mean_absolute_error: 376.2732
Epoch 91/5000
148/148 [==============================] - 0s 27us/step - loss: 94363.2422 - mean_absolute_error: 264.0300 - val_loss: 158226.2538 - val_mean_absolute_error: 376.2478
Epoch 92/5000
148/148 [==============================] - 0s 34us/step - loss: 94348.1953 - mean_absolute_error: 264.0101 - val_loss: 158205.0212 - val_mean_absolute_error: 376.2222
Epoch 93/5000
148/148 [==============================] - 0s 34us/step - loss: 94333.1250 - mean_absolute_error: 263.9902 - val_loss: 158183.7123 - val_mean_absolute_error: 376.1966
Epoch 94/5000
148/148 [==============================] - 0s 20us/step - loss: 94318.0234 - mean_absolute_error: 263.9703 - val_loss: 158162.3267 - val_mean_absolute_error: 376.1708
Epoch 95/5000
148/148 [==============================] - 0s 27us/step - loss: 94302.8828 - mean_absolute_error: 263.9503 - val_loss: 158140.7575 - val_mean_absolute_error: 376.1449
Epoch 96/5000
148/148 [==============================] - 0s 27us/step - loss: 94287.6094 - mean_absolute_error: 263.9302 - val_loss: 158119.2046 - val_mean_absolute_error: 376.1189
Epoch 97/5000
148/148 [==============================] - 0s 20us/step - loss: 94272.2422 - mean_absolute_error: 263.9099 - val_loss: 158097.5792 - val_mean_absolute_error: 376.0929
Epoch 98/5000
148/148 [==============================] - 0s 34us/step - loss: 94256.7109 - mean_absolute_error: 263.8893 - val_loss: 158075.8354 - val_mean_absolute_error: 376.0667
Epoch 99/5000
148/148 [==============================] - 0s 27us/step - loss: 94241.0547 - mean_absolute_error: 263.8687 - val_loss: 158054.0194 - val_mean_absolute_error: 376.0404
Epoch 100/5000
148/148 [==============================] - 0s 27us/step - loss: 94225.3281 - mean_absolute_error: 263.8478 - val_loss: 158032.1004 - val_mean_absolute_error: 376.0141
Epoch 101/5000
148/148 [==============================] - 0s 27us/step - loss: 94209.5234 - mean_absolute_error: 263.8268 - val_loss: 158010.1083 - val_mean_absolute_error: 375.9877
Epoch 102/5000
148/148 [==============================] - 0s 34us/step - loss: 94193.6719 - mean_absolute_error: 263.8058 - val_loss: 157987.9819 - val_mean_absolute_error: 375.9610
Epoch 103/5000
148/148 [==============================] - 0s 20us/step - loss: 94177.7266 - mean_absolute_error: 263.7847 - val_loss: 157965.7213 - val_mean_absolute_error: 375.9342
Epoch 104/5000
148/148 [==============================] - 0s 34us/step - loss: 94161.7109 - mean_absolute_error: 263.7635 - val_loss: 157943.3719 - val_mean_absolute_error: 375.9073
Epoch 105/5000
148/148 [==============================] - 0s 34us/step - loss: 94145.6016 - mean_absolute_error: 263.7422 - val_loss: 157920.8254 - val_mean_absolute_error: 375.8802
Epoch 106/5000
148/148 [==============================] - 0s 27us/step - loss: 94129.4141 - mean_absolute_error: 263.7207 - val_loss: 157898.1742 - val_mean_absolute_error: 375.8530
Epoch 107/5000
148/148 [==============================] - 0s 20us/step - loss: 94113.1875 - mean_absolute_error: 263.6992 - val_loss: 157875.4031 - val_mean_absolute_error: 375.8256
Epoch 108/5000
148/148 [==============================] - 0s 34us/step - loss: 94096.8984 - mean_absolute_error: 263.6776 - val_loss: 157852.5779 - val_mean_absolute_error: 375.7982
Epoch 109/5000
148/148 [==============================] - 0s 27us/step - loss: 94080.4844 - mean_absolute_error: 263.6557 - val_loss: 157829.6215 - val_mean_absolute_error: 375.7706
Epoch 110/5000
148/148 [==============================] - 0s 27us/step - loss: 94064.0234 - mean_absolute_error: 263.6337 - val_loss: 157806.6258 - val_mean_absolute_error: 375.7430
Epoch 111/5000
148/148 [==============================] - 0s 27us/step - loss: 94047.4922 - mean_absolute_error: 263.6116 - val_loss: 157783.5438 - val_mean_absolute_error: 375.7153
Epoch 112/5000
148/148 [==============================] - 0s 34us/step - loss: 94030.8750 - mean_absolute_error: 263.5894 - val_loss: 157760.3896 - val_mean_absolute_error: 375.6874
Epoch 113/5000
148/148 [==============================] - 0s 34us/step - loss: 94014.2188 - mean_absolute_error: 263.5671 - val_loss: 157737.1948 - val_mean_absolute_error: 375.6596
Epoch 114/5000
148/148 [==============================] - 0s 27us/step - loss: 93997.4766 - mean_absolute_error: 263.5446 - val_loss: 157713.8358 - val_mean_absolute_error: 375.6315
Epoch 115/5000
148/148 [==============================] - 0s 27us/step - loss: 93980.6484 - mean_absolute_error: 263.5219 - val_loss: 157690.3896 - val_mean_absolute_error: 375.6034
Epoch 116/5000
148/148 [==============================] - 0s 27us/step - loss: 93963.7734 - mean_absolute_error: 263.4992 - val_loss: 157666.8867 - val_mean_absolute_error: 375.5752
Epoch 117/5000
148/148 [==============================] - 0s 34us/step - loss: 93946.8438 - mean_absolute_error: 263.4764 - val_loss: 157643.3271 - val_mean_absolute_error: 375.5469
Epoch 118/5000
148/148 [==============================] - 0s 20us/step - loss: 93929.8203 - mean_absolute_error: 263.4535 - val_loss: 157619.6950 - val_mean_absolute_error: 375.5185
Epoch 119/5000
148/148 [==============================] - 0s 27us/step - loss: 93912.7266 - mean_absolute_error: 263.4305 - val_loss: 157595.9898 - val_mean_absolute_error: 375.4901
Epoch 120/5000
148/148 [==============================] - 0s 41us/step - loss: 93895.5703 - mean_absolute_error: 263.4074 - val_loss: 157572.2429 - val_mean_absolute_error: 375.4616
Epoch 121/5000
148/148 [==============================] - 0s 34us/step - loss: 93878.3516 - mean_absolute_error: 263.3842 - val_loss: 157548.4258 - val_mean_absolute_error: 375.4330
Epoch 122/5000
148/148 [==============================] - 0s 27us/step - loss: 93861.0781 - mean_absolute_error: 263.3608 - val_loss: 157524.5271 - val_mean_absolute_error: 375.4043
Epoch 123/5000
148/148 [==============================] - 0s 34us/step - loss: 93843.7500 - mean_absolute_error: 263.3372 - val_loss: 157500.5846 - val_mean_absolute_error: 375.3756
Epoch 124/5000
148/148 [==============================] - 0s 27us/step - loss: 93826.3672 - mean_absolute_error: 263.3135 - val_loss: 157476.5817 - val_mean_absolute_error: 375.3468
Epoch 125/5000
148/148 [==============================] - 0s 27us/step - loss: 93808.8984 - mean_absolute_error: 263.2896 - val_loss: 157452.4433 - val_mean_absolute_error: 375.3178
Epoch 126/5000
148/148 [==============================] - 0s 34us/step - loss: 93791.3281 - mean_absolute_error: 263.2654 - val_loss: 157428.3215 - val_mean_absolute_error: 375.2888
Epoch 127/5000
148/148 [==============================] - 0s 27us/step - loss: 93773.7344 - mean_absolute_error: 263.2411 - val_loss: 157404.1096 - val_mean_absolute_error: 375.2598
Epoch 128/5000
148/148 [==============================] - 0s 27us/step - loss: 93756.0703 - mean_absolute_error: 263.2167 - val_loss: 157379.8233 - val_mean_absolute_error: 375.2306
Epoch 129/5000
148/148 [==============================] - 0s 27us/step - loss: 93738.3438 - mean_absolute_error: 263.1921 - val_loss: 157355.3706 - val_mean_absolute_error: 375.2012
Epoch 130/5000
148/148 [==============================] - 0s 34us/step - loss: 93720.4766 - mean_absolute_error: 263.1673 - val_loss: 157330.9352 - val_mean_absolute_error: 375.1718
Epoch 131/5000
148/148 [==============================] - 0s 27us/step - loss: 93702.5859 - mean_absolute_error: 263.1424 - val_loss: 157306.4250 - val_mean_absolute_error: 375.1424
Epoch 132/5000
148/148 [==============================] - 0s 34us/step - loss: 93684.6328 - mean_absolute_error: 263.1174 - val_loss: 157281.7790 - val_mean_absolute_error: 375.1128
Epoch 133/5000
148/148 [==============================] - 0s 27us/step - loss: 93666.5625 - mean_absolute_error: 263.0923 - val_loss: 157257.1646 - val_mean_absolute_error: 375.0831
Epoch 134/5000
148/148 [==============================] - 0s 27us/step - loss: 93648.4766 - mean_absolute_error: 263.0671 - val_loss: 157232.3679 - val_mean_absolute_error: 375.0533
Epoch 135/5000
148/148 [==============================] - 0s 34us/step - loss: 93630.2891 - mean_absolute_error: 263.0418 - val_loss: 157207.5858 - val_mean_absolute_error: 375.0234
Epoch 136/5000
148/148 [==============================] - 0s 27us/step - loss: 93612.1016 - mean_absolute_error: 263.0164 - val_loss: 157182.7273 - val_mean_absolute_error: 374.9935
Epoch 137/5000
148/148 [==============================] - 0s 27us/step - loss: 93593.8359 - mean_absolute_error: 262.9906 - val_loss: 157157.7479 - val_mean_absolute_error: 374.9634
Epoch 138/5000
148/148 [==============================] - 0s 34us/step - loss: 93575.4609 - mean_absolute_error: 262.9646 - val_loss: 157132.7538 - val_mean_absolute_error: 374.9333
Epoch 139/5000
148/148 [==============================] - 0s 27us/step - loss: 93557.0781 - mean_absolute_error: 262.9386 - val_loss: 157107.6529 - val_mean_absolute_error: 374.9030
Epoch 140/5000
148/148 [==============================] - 0s 27us/step - loss: 93538.6328 - mean_absolute_error: 262.9126 - val_loss: 157082.3608 - val_mean_absolute_error: 374.8726
Epoch 141/5000
148/148 [==============================] - 0s 27us/step - loss: 93520.1250 - mean_absolute_error: 262.8864 - val_loss: 157056.9025 - val_mean_absolute_error: 374.8420
Epoch 142/5000
148/148 [==============================] - 0s 27us/step - loss: 93501.5156 - mean_absolute_error: 262.8600 - val_loss: 157031.3238 - val_mean_absolute_error: 374.8112
Epoch 143/5000
148/148 [==============================] - 0s 27us/step - loss: 93482.8359 - mean_absolute_error: 262.8336 - val_loss: 157005.5929 - val_mean_absolute_error: 374.7801
Epoch 144/5000
148/148 [==============================] - 0s 27us/step - loss: 93464.0234 - mean_absolute_error: 262.8069 - val_loss: 156979.8483 - val_mean_absolute_error: 374.7491
Epoch 145/5000
148/148 [==============================] - 0s 27us/step - loss: 93445.2188 - mean_absolute_error: 262.7802 - val_loss: 156954.0133 - val_mean_absolute_error: 374.7180
Epoch 146/5000
148/148 [==============================] - 0s 34us/step - loss: 93426.3672 - mean_absolute_error: 262.7535 - val_loss: 156928.0723 - val_mean_absolute_error: 374.6867
Epoch 147/5000
148/148 [==============================] - 0s 27us/step - loss: 93407.4375 - mean_absolute_error: 262.7266 - val_loss: 156901.9796 - val_mean_absolute_error: 374.6553
Epoch 148/5000
148/148 [==============================] - 0s 27us/step - loss: 93388.4609 - mean_absolute_error: 262.6996 - val_loss: 156875.7508 - val_mean_absolute_error: 374.6238
Epoch 149/5000
148/148 [==============================] - 0s 20us/step - loss: 93369.4297 - mean_absolute_error: 262.6726 - val_loss: 156849.4331 - val_mean_absolute_error: 374.5921
Epoch 150/5000
148/148 [==============================] - 0s 27us/step - loss: 93350.3750 - mean_absolute_error: 262.6454 - val_loss: 156822.9654 - val_mean_absolute_error: 374.5602
Epoch 151/5000
148/148 [==============================] - 0s 20us/step - loss: 93331.2031 - mean_absolute_error: 262.6182 - val_loss: 156796.5308 - val_mean_absolute_error: 374.5283
Epoch 152/5000
148/148 [==============================] - 0s 34us/step - loss: 93312.0391 - mean_absolute_error: 262.5910 - val_loss: 156769.9450 - val_mean_absolute_error: 374.4963
Epoch 153/5000
148/148 [==============================] - 0s 27us/step - loss: 93292.8359 - mean_absolute_error: 262.5637 - val_loss: 156743.2996 - val_mean_absolute_error: 374.4640
Epoch 154/5000
148/148 [==============================] - 0s 27us/step - loss: 93273.5859 - mean_absolute_error: 262.5363 - val_loss: 156716.5483 - val_mean_absolute_error: 374.4317
Epoch 155/5000
148/148 [==============================] - 0s 27us/step - loss: 93254.3047 - mean_absolute_error: 262.5089 - val_loss: 156689.7050 - val_mean_absolute_error: 374.3992
Epoch 156/5000
148/148 [==============================] - 0s 34us/step - loss: 93234.9609 - mean_absolute_error: 262.4814 - val_loss: 156662.7256 - val_mean_absolute_error: 374.3665
Epoch 157/5000
148/148 [==============================] - 0s 27us/step - loss: 93215.5156 - mean_absolute_error: 262.4538 - val_loss: 156635.7315 - val_mean_absolute_error: 374.3338
Epoch 158/5000
148/148 [==============================] - 0s 20us/step - loss: 93196.0781 - mean_absolute_error: 262.4262 - val_loss: 156608.6617 - val_mean_absolute_error: 374.3010
Epoch 159/5000
148/148 [==============================] - 0s 27us/step - loss: 93176.5859 - mean_absolute_error: 262.3983 - val_loss: 156581.4867 - val_mean_absolute_error: 374.2681
Epoch 160/5000
148/148 [==============================] - 0s 27us/step - loss: 93157.0312 - mean_absolute_error: 262.3704 - val_loss: 156554.1750 - val_mean_absolute_error: 374.2350
Epoch 161/5000
148/148 [==============================] - 0s 34us/step - loss: 93137.4453 - mean_absolute_error: 262.3424 - val_loss: 156526.7425 - val_mean_absolute_error: 374.2018
Epoch 162/5000
148/148 [==============================] - 0s 34us/step - loss: 93117.7812 - mean_absolute_error: 262.3143 - val_loss: 156499.2656 - val_mean_absolute_error: 374.1684
Epoch 163/5000
148/148 [==============================] - 0s 34us/step - loss: 93098.0781 - mean_absolute_error: 262.2862 - val_loss: 156471.6829 - val_mean_absolute_error: 374.1350
Epoch 164/5000
148/148 [==============================] - 0s 27us/step - loss: 93078.3047 - mean_absolute_error: 262.2580 - val_loss: 156444.0104 - val_mean_absolute_error: 374.1015
Epoch 165/5000
148/148 [==============================] - 0s 34us/step - loss: 93058.4922 - mean_absolute_error: 262.2297 - val_loss: 156416.1810 - val_mean_absolute_error: 374.0677
Epoch 166/5000
148/148 [==============================] - 0s 27us/step - loss: 93038.5781 - mean_absolute_error: 262.2012 - val_loss: 156388.2283 - val_mean_absolute_error: 374.0339
Epoch 167/5000
148/148 [==============================] - 0s 20us/step - loss: 93018.6172 - mean_absolute_error: 262.1728 - val_loss: 156360.1721 - val_mean_absolute_error: 373.9999
Epoch 168/5000
148/148 [==============================] - 0s 27us/step - loss: 92998.5547 - mean_absolute_error: 262.1441 - val_loss: 156332.0727 - val_mean_absolute_error: 373.9659
Epoch 169/5000
148/148 [==============================] - 0s 34us/step - loss: 92978.5000 - mean_absolute_error: 262.1155 - val_loss: 156303.9312 - val_mean_absolute_error: 373.9318
Epoch 170/5000
148/148 [==============================] - 0s 34us/step - loss: 92958.3984 - mean_absolute_error: 262.0868 - val_loss: 156275.7171 - val_mean_absolute_error: 373.8976
Epoch 171/5000
148/148 [==============================] - 0s 27us/step - loss: 92938.2500 - mean_absolute_error: 262.0580 - val_loss: 156247.4602 - val_mean_absolute_error: 373.8634
Epoch 172/5000
148/148 [==============================] - 0s 34us/step - loss: 92918.0391 - mean_absolute_error: 262.0291 - val_loss: 156219.0825 - val_mean_absolute_error: 373.8289
Epoch 173/5000
148/148 [==============================] - 0s 34us/step - loss: 92897.7812 - mean_absolute_error: 262.0001 - val_loss: 156190.6458 - val_mean_absolute_error: 373.7945
Epoch 174/5000
148/148 [==============================] - 0s 27us/step - loss: 92877.4766 - mean_absolute_error: 261.9710 - val_loss: 156162.0575 - val_mean_absolute_error: 373.7598
Epoch 175/5000
148/148 [==============================] - 0s 34us/step - loss: 92857.0703 - mean_absolute_error: 261.9417 - val_loss: 156133.4558 - val_mean_absolute_error: 373.7251
Epoch 176/5000
148/148 [==============================] - 0s 34us/step - loss: 92836.6484 - mean_absolute_error: 261.9124 - val_loss: 156104.8254 - val_mean_absolute_error: 373.6904
Epoch 177/5000
148/148 [==============================] - 0s 20us/step - loss: 92816.1953 - mean_absolute_error: 261.8831 - val_loss: 156076.1508 - val_mean_absolute_error: 373.6556
Epoch 178/5000
148/148 [==============================] - 0s 41us/step - loss: 92795.6719 - mean_absolute_error: 261.8536 - val_loss: 156047.2150 - val_mean_absolute_error: 373.6205
Epoch 179/5000
148/148 [==============================] - 0s 27us/step - loss: 92775.0078 - mean_absolute_error: 261.8239 - val_loss: 156018.2548 - val_mean_absolute_error: 373.5853
Epoch 180/5000
148/148 [==============================] - 0s 27us/step - loss: 92754.3594 - mean_absolute_error: 261.7940 - val_loss: 155989.0954 - val_mean_absolute_error: 373.5499
Epoch 181/5000
148/148 [==============================] - 0s 34us/step - loss: 92733.6016 - mean_absolute_error: 261.7641 - val_loss: 155959.8910 - val_mean_absolute_error: 373.5144
Epoch 182/5000
148/148 [==============================] - 0s 20us/step - loss: 92712.8516 - mean_absolute_error: 261.7343 - val_loss: 155930.6265 - val_mean_absolute_error: 373.4789
Epoch 183/5000
148/148 [==============================] - 0s 34us/step - loss: 92692.0547 - mean_absolute_error: 261.7043 - val_loss: 155901.1779 - val_mean_absolute_error: 373.4432
Epoch 184/5000
148/148 [==============================] - 0s 27us/step - loss: 92671.2109 - mean_absolute_error: 261.6742 - val_loss: 155871.6529 - val_mean_absolute_error: 373.4073
Epoch 185/5000
148/148 [==============================] - 0s 27us/step - loss: 92650.3125 - mean_absolute_error: 261.6440 - val_loss: 155841.9438 - val_mean_absolute_error: 373.3712
Epoch 186/5000
148/148 [==============================] - 0s 20us/step - loss: 92629.3594 - mean_absolute_error: 261.6137 - val_loss: 155812.0356 - val_mean_absolute_error: 373.3349
Epoch 187/5000
148/148 [==============================] - 0s 27us/step - loss: 92608.3047 - mean_absolute_error: 261.5834 - val_loss: 155782.1131 - val_mean_absolute_error: 373.2985
Epoch 188/5000
148/148 [==============================] - 0s 34us/step - loss: 92587.2266 - mean_absolute_error: 261.5530 - val_loss: 155752.0846 - val_mean_absolute_error: 373.2621
Epoch 189/5000
148/148 [==============================] - 0s 34us/step - loss: 92566.1094 - mean_absolute_error: 261.5226 - val_loss: 155721.9777 - val_mean_absolute_error: 373.2255
Epoch 190/5000
148/148 [==============================] - 0s 27us/step - loss: 92544.9141 - mean_absolute_error: 261.4920 - val_loss: 155691.7433 - val_mean_absolute_error: 373.1888
Epoch 191/5000
148/148 [==============================] - 0s 27us/step - loss: 92523.6250 - mean_absolute_error: 261.4614 - val_loss: 155661.3867 - val_mean_absolute_error: 373.1519
Epoch 192/5000
148/148 [==============================] - 0s 27us/step - loss: 92502.2266 - mean_absolute_error: 261.4307 - val_loss: 155630.8944 - val_mean_absolute_error: 373.1149
Epoch 193/5000
148/148 [==============================] - 0s 27us/step - loss: 92480.7500 - mean_absolute_error: 261.3999 - val_loss: 155600.3112 - val_mean_absolute_error: 373.0778
Epoch 194/5000
148/148 [==============================] - 0s 20us/step - loss: 92459.2031 - mean_absolute_error: 261.3689 - val_loss: 155569.6071 - val_mean_absolute_error: 373.0405
Epoch 195/5000
148/148 [==============================] - 0s 34us/step - loss: 92437.6094 - mean_absolute_error: 261.3380 - val_loss: 155538.6740 - val_mean_absolute_error: 373.0029
Epoch 196/5000
148/148 [==============================] - 0s 34us/step - loss: 92415.8828 - mean_absolute_error: 261.3068 - val_loss: 155507.6958 - val_mean_absolute_error: 372.9653
Epoch 197/5000
148/148 [==============================] - 0s 20us/step - loss: 92394.1641 - mean_absolute_error: 261.2757 - val_loss: 155476.6271 - val_mean_absolute_error: 372.9276
Epoch 198/5000
148/148 [==============================] - 0s 27us/step - loss: 92372.3750 - mean_absolute_error: 261.2445 - val_loss: 155445.4525 - val_mean_absolute_error: 372.8898
Epoch 199/5000
148/148 [==============================] - 0s 27us/step - loss: 92350.5000 - mean_absolute_error: 261.2132 - val_loss: 155414.2023 - val_mean_absolute_error: 372.8518
Epoch 200/5000
148/148 [==============================] - 0s 34us/step - loss: 92328.5859 - mean_absolute_error: 261.1817 - val_loss: 155382.8617 - val_mean_absolute_error: 372.8138
Epoch 201/5000
148/148 [==============================] - 0s 27us/step - loss: 92306.6094 - mean_absolute_error: 261.1503 - val_loss: 155351.4769 - val_mean_absolute_error: 372.7757
Epoch 202/5000
148/148 [==============================] - 0s 27us/step - loss: 92284.5781 - mean_absolute_error: 261.1187 - val_loss: 155319.9865 - val_mean_absolute_error: 372.7375
Epoch 203/5000
148/148 [==============================] - 0s 27us/step - loss: 92262.4766 - mean_absolute_error: 261.0870 - val_loss: 155288.3594 - val_mean_absolute_error: 372.6991
Epoch 204/5000
148/148 [==============================] - 0s 34us/step - loss: 92240.2578 - mean_absolute_error: 261.0552 - val_loss: 155256.7188 - val_mean_absolute_error: 372.6607
Epoch 205/5000
148/148 [==============================] - 0s 34us/step - loss: 92218.0078 - mean_absolute_error: 261.0233 - val_loss: 155224.9562 - val_mean_absolute_error: 372.6223
Epoch 206/5000
148/148 [==============================] - 0s 34us/step - loss: 92195.6719 - mean_absolute_error: 260.9914 - val_loss: 155193.0619 - val_mean_absolute_error: 372.5835
Epoch 207/5000
148/148 [==============================] - 0s 20us/step - loss: 92173.2266 - mean_absolute_error: 260.9593 - val_loss: 155161.0156 - val_mean_absolute_error: 372.5446
Epoch 208/5000
148/148 [==============================] - 0s 27us/step - loss: 92150.6875 - mean_absolute_error: 260.9271 - val_loss: 155128.9088 - val_mean_absolute_error: 372.5057
Epoch 209/5000
148/148 [==============================] - 0s 34us/step - loss: 92128.0547 - mean_absolute_error: 260.8948 - val_loss: 155096.6638 - val_mean_absolute_error: 372.4666
Epoch 210/5000
148/148 [==============================] - 0s 27us/step - loss: 92105.3281 - mean_absolute_error: 260.8623 - val_loss: 155064.3292 - val_mean_absolute_error: 372.4274
Epoch 211/5000
148/148 [==============================] - 0s 20us/step - loss: 92082.5234 - mean_absolute_error: 260.8298 - val_loss: 155031.8417 - val_mean_absolute_error: 372.3880
Epoch 212/5000
148/148 [==============================] - 0s 27us/step - loss: 92059.6328 - mean_absolute_error: 260.7971 - val_loss: 154999.3417 - val_mean_absolute_error: 372.3486
Epoch 213/5000
148/148 [==============================] - 0s 27us/step - loss: 92036.6797 - mean_absolute_error: 260.7644 - val_loss: 154966.7517 - val_mean_absolute_error: 372.3091
Epoch 214/5000
148/148 [==============================] - 0s 34us/step - loss: 92013.6875 - mean_absolute_error: 260.7317 - val_loss: 154934.1023 - val_mean_absolute_error: 372.2695
Epoch 215/5000
148/148 [==============================] - 0s 34us/step - loss: 91990.6250 - mean_absolute_error: 260.6987 - val_loss: 154901.3010 - val_mean_absolute_error: 372.2297
Epoch 216/5000
148/148 [==============================] - 0s 27us/step - loss: 91967.4219 - mean_absolute_error: 260.6656 - val_loss: 154868.4552 - val_mean_absolute_error: 372.1899
Epoch 217/5000
148/148 [==============================] - 0s 20us/step - loss: 91944.2031 - mean_absolute_error: 260.6325 - val_loss: 154835.4413 - val_mean_absolute_error: 372.1498
Epoch 218/5000
148/148 [==============================] - 0s 41us/step - loss: 91920.8906 - mean_absolute_error: 260.5993 - val_loss: 154802.3675 - val_mean_absolute_error: 372.1097
Epoch 219/5000
148/148 [==============================] - 0s 27us/step - loss: 91897.5703 - mean_absolute_error: 260.5661 - val_loss: 154769.2183 - val_mean_absolute_error: 372.0694
Epoch 220/5000
148/148 [==============================] - 0s 27us/step - loss: 91874.1953 - mean_absolute_error: 260.5327 - val_loss: 154735.9621 - val_mean_absolute_error: 372.0291
Epoch 221/5000
148/148 [==============================] - 0s 41us/step - loss: 91850.7734 - mean_absolute_error: 260.4993 - val_loss: 154702.6608 - val_mean_absolute_error: 371.9887
Epoch 222/5000
148/148 [==============================] - 0s 34us/step - loss: 91827.2656 - mean_absolute_error: 260.4658 - val_loss: 154669.2835 - val_mean_absolute_error: 371.9482
Epoch 223/5000
148/148 [==============================] - 0s 27us/step - loss: 91803.6719 - mean_absolute_error: 260.4321 - val_loss: 154635.8460 - val_mean_absolute_error: 371.9076
Epoch 224/5000
148/148 [==============================] - 0s 27us/step - loss: 91780.0391 - mean_absolute_error: 260.3984 - val_loss: 154602.2396 - val_mean_absolute_error: 371.8667
Epoch 225/5000
148/148 [==============================] - 0s 20us/step - loss: 91756.2812 - mean_absolute_error: 260.3646 - val_loss: 154568.6033 - val_mean_absolute_error: 371.8259
Epoch 226/5000
148/148 [==============================] - 0s 20us/step - loss: 91732.5234 - mean_absolute_error: 260.3306 - val_loss: 154534.8600 - val_mean_absolute_error: 371.7849
Epoch 227/5000
148/148 [==============================] - 0s 27us/step - loss: 91708.6484 - mean_absolute_error: 260.2964 - val_loss: 154501.0242 - val_mean_absolute_error: 371.7438
Epoch 228/5000
148/148 [==============================] - 0s 20us/step - loss: 91684.7031 - mean_absolute_error: 260.2622 - val_loss: 154467.1112 - val_mean_absolute_error: 371.7026
Epoch 229/5000
148/148 [==============================] - 0s 34us/step - loss: 91660.7500 - mean_absolute_error: 260.2279 - val_loss: 154433.1219 - val_mean_absolute_error: 371.6613
Epoch 230/5000
148/148 [==============================] - 0s 27us/step - loss: 91636.7422 - mean_absolute_error: 260.1934 - val_loss: 154399.0867 - val_mean_absolute_error: 371.6200
Epoch 231/5000
148/148 [==============================] - 0s 27us/step - loss: 91612.6562 - mean_absolute_error: 260.1588 - val_loss: 154365.0054 - val_mean_absolute_error: 371.5785
Epoch 232/5000
148/148 [==============================] - 0s 27us/step - loss: 91588.4844 - mean_absolute_error: 260.1241 - val_loss: 154330.8479 - val_mean_absolute_error: 371.5370
Epoch 233/5000
148/148 [==============================] - 0s 20us/step - loss: 91564.2734 - mean_absolute_error: 260.0892 - val_loss: 154296.6442 - val_mean_absolute_error: 371.4954
Epoch 234/5000
148/148 [==============================] - 0s 27us/step - loss: 91539.9844 - mean_absolute_error: 260.0542 - val_loss: 154262.3792 - val_mean_absolute_error: 371.4538
Epoch 235/5000
148/148 [==============================] - 0s 34us/step - loss: 91515.6328 - mean_absolute_error: 260.0192 - val_loss: 154228.0069 - val_mean_absolute_error: 371.4120
Epoch 236/5000
148/148 [==============================] - 0s 27us/step - loss: 91491.1641 - mean_absolute_error: 259.9839 - val_loss: 154193.6346 - val_mean_absolute_error: 371.3702
Epoch 237/5000
148/148 [==============================] - 0s 27us/step - loss: 91466.6875 - mean_absolute_error: 259.9485 - val_loss: 154159.2008 - val_mean_absolute_error: 371.3284
Epoch 238/5000
148/148 [==============================] - 0s 27us/step - loss: 91442.1406 - mean_absolute_error: 259.9130 - val_loss: 154124.6904 - val_mean_absolute_error: 371.2864
Epoch 239/5000
148/148 [==============================] - 0s 20us/step - loss: 91417.5312 - mean_absolute_error: 259.8773 - val_loss: 154090.1492 - val_mean_absolute_error: 371.2444
Epoch 240/5000
148/148 [==============================] - 0s 27us/step - loss: 91392.8516 - mean_absolute_error: 259.8416 - val_loss: 154055.4858 - val_mean_absolute_error: 371.2023
Epoch 241/5000
148/148 [==============================] - 0s 27us/step - loss: 91368.0703 - mean_absolute_error: 259.8058 - val_loss: 154020.8079 - val_mean_absolute_error: 371.1600
Epoch 242/5000
148/148 [==============================] - 0s 34us/step - loss: 91343.2812 - mean_absolute_error: 259.7699 - val_loss: 153986.0533 - val_mean_absolute_error: 371.1178
Epoch 243/5000
148/148 [==============================] - 0s 34us/step - loss: 91318.4453 - mean_absolute_error: 259.7339 - val_loss: 153951.1767 - val_mean_absolute_error: 371.0754
Epoch 244/5000
148/148 [==============================] - 0s 27us/step - loss: 91293.5000 - mean_absolute_error: 259.6978 - val_loss: 153916.3163 - val_mean_absolute_error: 371.0330
Epoch 245/5000
148/148 [==============================] - 0s 20us/step - loss: 91268.5625 - mean_absolute_error: 259.6618 - val_loss: 153881.3033 - val_mean_absolute_error: 370.9903
Epoch 246/5000
148/148 [==============================] - 0s 20us/step - loss: 91243.5234 - mean_absolute_error: 259.6255 - val_loss: 153846.2142 - val_mean_absolute_error: 370.9476
Epoch 247/5000
148/148 [==============================] - 0s 27us/step - loss: 91218.4375 - mean_absolute_error: 259.5892 - val_loss: 153811.1263 - val_mean_absolute_error: 370.9049
Epoch 248/5000
148/148 [==============================] - 0s 41us/step - loss: 91193.3281 - mean_absolute_error: 259.5528 - val_loss: 153775.9775 - val_mean_absolute_error: 370.8620
Epoch 249/5000
148/148 [==============================] - 0s 27us/step - loss: 91168.1562 - mean_absolute_error: 259.5163 - val_loss: 153740.7371 - val_mean_absolute_error: 370.8191
Epoch 250/5000
148/148 [==============================] - 0s 27us/step - loss: 91142.9219 - mean_absolute_error: 259.4797 - val_loss: 153705.4204 - val_mean_absolute_error: 370.7760
Epoch 251/5000
148/148 [==============================] - 0s 20us/step - loss: 91117.6250 - mean_absolute_error: 259.4431 - val_loss: 153670.0129 - val_mean_absolute_error: 370.7328
Epoch 252/5000
148/148 [==============================] - 0s 34us/step - loss: 91092.2500 - mean_absolute_error: 259.4062 - val_loss: 153634.5608 - val_mean_absolute_error: 370.6896
Epoch 253/5000
148/148 [==============================] - 0s 27us/step - loss: 91066.8203 - mean_absolute_error: 259.3692 - val_loss: 153598.9713 - val_mean_absolute_error: 370.6462
Epoch 254/5000
148/148 [==============================] - 0s 27us/step - loss: 91041.3281 - mean_absolute_error: 259.3321 - val_loss: 153563.2902 - val_mean_absolute_error: 370.6026
Epoch 255/5000
148/148 [==============================] - 0s 27us/step - loss: 91015.7734 - mean_absolute_error: 259.2950 - val_loss: 153527.5492 - val_mean_absolute_error: 370.5590
Epoch 256/5000
148/148 [==============================] - 0s 34us/step - loss: 90990.1719 - mean_absolute_error: 259.2577 - val_loss: 153491.7317 - val_mean_absolute_error: 370.5153
Epoch 257/5000
148/148 [==============================] - 0s 34us/step - loss: 90964.5156 - mean_absolute_error: 259.2205 - val_loss: 153455.7765 - val_mean_absolute_error: 370.4714
Epoch 258/5000
148/148 [==============================] - 0s 54us/step - loss: 90938.7500 - mean_absolute_error: 259.1830 - val_loss: 153419.7154 - val_mean_absolute_error: 370.4274
Epoch 259/5000
148/148 [==============================] - 0s 34us/step - loss: 90912.9297 - mean_absolute_error: 259.1455 - val_loss: 153383.6404 - val_mean_absolute_error: 370.3833
Epoch 260/5000
148/148 [==============================] - 0s 27us/step - loss: 90887.1016 - mean_absolute_error: 259.1079 - val_loss: 153347.4433 - val_mean_absolute_error: 370.3391
Epoch 261/5000
148/148 [==============================] - 0s 34us/step - loss: 90861.2031 - mean_absolute_error: 259.0703 - val_loss: 153311.1873 - val_mean_absolute_error: 370.2948
Epoch 262/5000
148/148 [==============================] - 0s 41us/step - loss: 90835.2422 - mean_absolute_error: 259.0325 - val_loss: 153274.8254 - val_mean_absolute_error: 370.2504
Epoch 263/5000
148/148 [==============================] - 0s 34us/step - loss: 90809.2266 - mean_absolute_error: 258.9947 - val_loss: 153238.4042 - val_mean_absolute_error: 370.2059
Epoch 264/5000
148/148 [==============================] - 0s 34us/step - loss: 90783.1719 - mean_absolute_error: 258.9568 - val_loss: 153201.9229 - val_mean_absolute_error: 370.1612
Epoch 265/5000
148/148 [==============================] - 0s 27us/step - loss: 90757.0391 - mean_absolute_error: 258.9189 - val_loss: 153165.3196 - val_mean_absolute_error: 370.1164
Epoch 266/5000
148/148 [==============================] - 0s 41us/step - loss: 90730.8438 - mean_absolute_error: 258.8808 - val_loss: 153128.5804 - val_mean_absolute_error: 370.0715
Epoch 267/5000
148/148 [==============================] - 0s 41us/step - loss: 90704.5469 - mean_absolute_error: 258.8425 - val_loss: 153091.7662 - val_mean_absolute_error: 370.0264
Epoch 268/5000
148/148 [==============================] - 0s 34us/step - loss: 90678.2344 - mean_absolute_error: 258.8043 - val_loss: 153054.8921 - val_mean_absolute_error: 369.9813
Epoch 269/5000
148/148 [==============================] - 0s 41us/step - loss: 90651.8516 - mean_absolute_error: 258.7659 - val_loss: 153017.8967 - val_mean_absolute_error: 369.9360
Epoch 270/5000
148/148 [==============================] - 0s 34us/step - loss: 90625.3594 - mean_absolute_error: 258.7274 - val_loss: 152980.7796 - val_mean_absolute_error: 369.8906
Epoch 271/5000
148/148 [==============================] - 0s 41us/step - loss: 90598.7734 - mean_absolute_error: 258.6888 - val_loss: 152943.5408 - val_mean_absolute_error: 369.8450
Epoch 272/5000
148/148 [==============================] - 0s 34us/step - loss: 90572.1328 - mean_absolute_error: 258.6501 - val_loss: 152906.0875 - val_mean_absolute_error: 369.7991
Epoch 273/5000
148/148 [==============================] - 0s 27us/step - loss: 90545.3828 - mean_absolute_error: 258.6112 - val_loss: 152868.5738 - val_mean_absolute_error: 369.7532
Epoch 274/5000
148/148 [==============================] - 0s 34us/step - loss: 90518.6250 - mean_absolute_error: 258.5723 - val_loss: 152830.9071 - val_mean_absolute_error: 369.7072
Epoch 275/5000
148/148 [==============================] - 0s 34us/step - loss: 90491.8125 - mean_absolute_error: 258.5333 - val_loss: 152793.1800 - val_mean_absolute_error: 369.6609
Epoch 276/5000
148/148 [==============================] - 0s 34us/step - loss: 90464.9219 - mean_absolute_error: 258.4942 - val_loss: 152755.3008 - val_mean_absolute_error: 369.6146
Epoch 277/5000
148/148 [==============================] - 0s 41us/step - loss: 90437.9609 - mean_absolute_error: 258.4550 - val_loss: 152717.3154 - val_mean_absolute_error: 369.5681
Epoch 278/5000
148/148 [==============================] - 0s 41us/step - loss: 90410.9453 - mean_absolute_error: 258.4157 - val_loss: 152679.1933 - val_mean_absolute_error: 369.5214
Epoch 279/5000
148/148 [==============================] - 0s 41us/step - loss: 90383.8594 - mean_absolute_error: 258.3763 - val_loss: 152640.9646 - val_mean_absolute_error: 369.4746
Epoch 280/5000
148/148 [==============================] - 0s 34us/step - loss: 90356.7266 - mean_absolute_error: 258.3369 - val_loss: 152602.5835 - val_mean_absolute_error: 369.4276
Epoch 281/5000
148/148 [==============================] - 0s 34us/step - loss: 90329.5078 - mean_absolute_error: 258.2973 - val_loss: 152564.0804 - val_mean_absolute_error: 369.3805
Epoch 282/5000
148/148 [==============================] - 0s 27us/step - loss: 90302.2266 - mean_absolute_error: 258.2577 - val_loss: 152525.5471 - val_mean_absolute_error: 369.3333
Epoch 283/5000
148/148 [==============================] - 0s 41us/step - loss: 90274.9453 - mean_absolute_error: 258.2180 - val_loss: 152486.9227 - val_mean_absolute_error: 369.2860
Epoch 284/5000
148/148 [==============================] - 0s 41us/step - loss: 90247.6094 - mean_absolute_error: 258.1783 - val_loss: 152448.1606 - val_mean_absolute_error: 369.2385
Epoch 285/5000
148/148 [==============================] - 0s 27us/step - loss: 90220.1719 - mean_absolute_error: 258.1384 - val_loss: 152409.3529 - val_mean_absolute_error: 369.1909
Epoch 286/5000
148/148 [==============================] - 0s 27us/step - loss: 90192.7188 - mean_absolute_error: 258.0985 - val_loss: 152370.4535 - val_mean_absolute_error: 369.1433
Epoch 287/5000
148/148 [==============================] - 0s 34us/step - loss: 90165.2188 - mean_absolute_error: 258.0585 - val_loss: 152331.4319 - val_mean_absolute_error: 369.0954
Epoch 288/5000
148/148 [==============================] - 0s 27us/step - loss: 90137.5781 - mean_absolute_error: 258.0183 - val_loss: 152292.3808 - val_mean_absolute_error: 369.0475
Epoch 289/5000
148/148 [==============================] - 0s 27us/step - loss: 90109.9453 - mean_absolute_error: 257.9781 - val_loss: 152253.2081 - val_mean_absolute_error: 368.9995
Epoch 290/5000
148/148 [==============================] - 0s 41us/step - loss: 90082.2109 - mean_absolute_error: 257.9379 - val_loss: 152213.8992 - val_mean_absolute_error: 368.9513
Epoch 291/5000
148/148 [==============================] - 0s 27us/step - loss: 90054.3594 - mean_absolute_error: 257.8973 - val_loss: 152174.4850 - val_mean_absolute_error: 368.9031
Epoch 292/5000
148/148 [==============================] - 0s 34us/step - loss: 90026.4141 - mean_absolute_error: 257.8567 - val_loss: 152135.0883 - val_mean_absolute_error: 368.8547
Epoch 293/5000
148/148 [==============================] - 0s 27us/step - loss: 89998.4375 - mean_absolute_error: 257.8160 - val_loss: 152095.5240 - val_mean_absolute_error: 368.8062
Epoch 294/5000
148/148 [==============================] - 0s 34us/step - loss: 89970.3750 - mean_absolute_error: 257.7752 - val_loss: 152055.9300 - val_mean_absolute_error: 368.7576
Epoch 295/5000
148/148 [==============================] - 0s 41us/step - loss: 89942.2344 - mean_absolute_error: 257.7343 - val_loss: 152016.2140 - val_mean_absolute_error: 368.7090
Epoch 296/5000
148/148 [==============================] - 0s 40us/step - loss: 89914.0234 - mean_absolute_error: 257.6933 - val_loss: 151976.4225 - val_mean_absolute_error: 368.6601
Epoch 297/5000
148/148 [==============================] - 0s 27us/step - loss: 89885.7578 - mean_absolute_error: 257.6523 - val_loss: 151936.4629 - val_mean_absolute_error: 368.6111
Epoch 298/5000
148/148 [==============================] - 0s 41us/step - loss: 89857.4219 - mean_absolute_error: 257.6111 - val_loss: 151896.3354 - val_mean_absolute_error: 368.5619
Epoch 299/5000
148/148 [==============================] - 0s 34us/step - loss: 89828.9922 - mean_absolute_error: 257.5698 - val_loss: 151856.1471 - val_mean_absolute_error: 368.5125
Epoch 300/5000
148/148 [==============================] - 0s 27us/step - loss: 89800.5547 - mean_absolute_error: 257.5284 - val_loss: 151815.8675 - val_mean_absolute_error: 368.4631
Epoch 301/5000
148/148 [==============================] - 0s 27us/step - loss: 89772.0000 - mean_absolute_error: 257.4869 - val_loss: 151775.4969 - val_mean_absolute_error: 368.4135
Epoch 302/5000
148/148 [==============================] - 0s 34us/step - loss: 89743.3750 - mean_absolute_error: 257.4453 - val_loss: 151734.9277 - val_mean_absolute_error: 368.3638
Epoch 303/5000
148/148 [==============================] - 0s 34us/step - loss: 89714.6484 - mean_absolute_error: 257.4035 - val_loss: 151694.3296 - val_mean_absolute_error: 368.3139
Epoch 304/5000
148/148 [==============================] - 0s 34us/step - loss: 89685.8828 - mean_absolute_error: 257.3616 - val_loss: 151653.6104 - val_mean_absolute_error: 368.2639
Epoch 305/5000
148/148 [==============================] - 0s 27us/step - loss: 89657.0391 - mean_absolute_error: 257.3197 - val_loss: 151612.8463 - val_mean_absolute_error: 368.2138
Epoch 306/5000
148/148 [==============================] - 0s 27us/step - loss: 89628.1484 - mean_absolute_error: 257.2777 - val_loss: 151571.9754 - val_mean_absolute_error: 368.1636
Epoch 307/5000
148/148 [==============================] - 0s 34us/step - loss: 89599.1953 - mean_absolute_error: 257.2356 - val_loss: 151530.9067 - val_mean_absolute_error: 368.1131
Epoch 308/5000
148/148 [==============================] - 0s 27us/step - loss: 89570.1328 - mean_absolute_error: 257.1933 - val_loss: 151489.7458 - val_mean_absolute_error: 368.0626
Epoch 309/5000
148/148 [==============================] - 0s 40us/step - loss: 89541.0547 - mean_absolute_error: 257.1509 - val_loss: 151448.4779 - val_mean_absolute_error: 368.0118
Epoch 310/5000
148/148 [==============================] - 0s 34us/step - loss: 89511.8750 - mean_absolute_error: 257.1084 - val_loss: 151407.1338 - val_mean_absolute_error: 367.9610
Epoch 311/5000
148/148 [==============================] - 0s 27us/step - loss: 89482.6328 - mean_absolute_error: 257.0658 - val_loss: 151365.7590 - val_mean_absolute_error: 367.9102
Epoch 312/5000
148/148 [==============================] - 0s 41us/step - loss: 89453.3672 - mean_absolute_error: 257.0231 - val_loss: 151324.2935 - val_mean_absolute_error: 367.8592
Epoch 313/5000
148/148 [==============================] - 0s 34us/step - loss: 89424.0078 - mean_absolute_error: 256.9804 - val_loss: 151282.6913 - val_mean_absolute_error: 367.8080
Epoch 314/5000
148/148 [==============================] - 0s 41us/step - loss: 89394.5781 - mean_absolute_error: 256.9375 - val_loss: 151241.0433 - val_mean_absolute_error: 367.7568
Epoch 315/5000
148/148 [==============================] - 0s 20us/step - loss: 89365.1172 - mean_absolute_error: 256.8946 - val_loss: 151199.3196 - val_mean_absolute_error: 367.7054
Epoch 316/5000
148/148 [==============================] - 0s 34us/step - loss: 89335.5938 - mean_absolute_error: 256.8515 - val_loss: 151157.5050 - val_mean_absolute_error: 367.6539
Epoch 317/5000
148/148 [==============================] - 0s 27us/step - loss: 89306.0312 - mean_absolute_error: 256.8084 - val_loss: 151115.5983 - val_mean_absolute_error: 367.6024
Epoch 318/5000
148/148 [==============================] - 0s 34us/step - loss: 89276.4219 - mean_absolute_error: 256.7653 - val_loss: 151073.6158 - val_mean_absolute_error: 367.5507
Epoch 319/5000
148/148 [==============================] - 0s 41us/step - loss: 89246.7031 - mean_absolute_error: 256.7219 - val_loss: 151031.4950 - val_mean_absolute_error: 367.4988
Epoch 320/5000
148/148 [==============================] - 0s 47us/step - loss: 89216.9531 - mean_absolute_error: 256.6785 - val_loss: 150989.2367 - val_mean_absolute_error: 367.4467
Epoch 321/5000
148/148 [==============================] - 0s 34us/step - loss: 89187.0938 - mean_absolute_error: 256.6350 - val_loss: 150946.9171 - val_mean_absolute_error: 367.3946
Epoch 322/5000
148/148 [==============================] - 0s 34us/step - loss: 89157.1953 - mean_absolute_error: 256.5913 - val_loss: 150904.5058 - val_mean_absolute_error: 367.3424
Epoch 323/5000
148/148 [==============================] - 0s 34us/step - loss: 89127.2500 - mean_absolute_error: 256.5476 - val_loss: 150862.0948 - val_mean_absolute_error: 367.2901
Epoch 324/5000
148/148 [==============================] - 0s 27us/step - loss: 89097.2812 - mean_absolute_error: 256.5039 - val_loss: 150819.5763 - val_mean_absolute_error: 367.2377
Epoch 325/5000
148/148 [==============================] - 0s 27us/step - loss: 89067.2734 - mean_absolute_error: 256.4601 - val_loss: 150776.9810 - val_mean_absolute_error: 367.1852
Epoch 326/5000
148/148 [==============================] - 0s 34us/step - loss: 89037.2031 - mean_absolute_error: 256.4162 - val_loss: 150734.2800 - val_mean_absolute_error: 367.1326
Epoch 327/5000
148/148 [==============================] - 0s 34us/step - loss: 89007.0312 - mean_absolute_error: 256.3722 - val_loss: 150691.4592 - val_mean_absolute_error: 367.0798
Epoch 328/5000
148/148 [==============================] - 0s 27us/step - loss: 88976.7812 - mean_absolute_error: 256.3280 - val_loss: 150648.5638 - val_mean_absolute_error: 367.0269
Epoch 329/5000
148/148 [==============================] - 0s 27us/step - loss: 88946.4688 - mean_absolute_error: 256.2838 - val_loss: 150605.5781 - val_mean_absolute_error: 366.9740
Epoch 330/5000
148/148 [==============================] - 0s 27us/step - loss: 88916.0781 - mean_absolute_error: 256.2395 - val_loss: 150562.5025 - val_mean_absolute_error: 366.9209
Epoch 331/5000
148/148 [==============================] - 0s 34us/step - loss: 88885.6562 - mean_absolute_error: 256.1950 - val_loss: 150519.3521 - val_mean_absolute_error: 366.8677
Epoch 332/5000
148/148 [==============================] - 0s 27us/step - loss: 88855.1719 - mean_absolute_error: 256.1505 - val_loss: 150476.0954 - val_mean_absolute_error: 366.8143
Epoch 333/5000
148/148 [==============================] - 0s 27us/step - loss: 88824.6250 - mean_absolute_error: 256.1058 - val_loss: 150432.7325 - val_mean_absolute_error: 366.7608
Epoch 334/5000
148/148 [==============================] - 0s 41us/step - loss: 88794.0391 - mean_absolute_error: 256.0612 - val_loss: 150389.2783 - val_mean_absolute_error: 366.7073
Epoch 335/5000
148/148 [==============================] - 0s 34us/step - loss: 88763.3984 - mean_absolute_error: 256.0164 - val_loss: 150345.7800 - val_mean_absolute_error: 366.6536
Epoch 336/5000
148/148 [==============================] - 0s 34us/step - loss: 88732.7109 - mean_absolute_error: 255.9715 - val_loss: 150302.1896 - val_mean_absolute_error: 366.5999
Epoch 337/5000
148/148 [==============================] - 0s 34us/step - loss: 88701.9688 - mean_absolute_error: 255.9266 - val_loss: 150258.4623 - val_mean_absolute_error: 366.5459
Epoch 338/5000
148/148 [==============================] - 0s 34us/step - loss: 88671.1328 - mean_absolute_error: 255.8815 - val_loss: 150214.6737 - val_mean_absolute_error: 366.4919
Epoch 339/5000
148/148 [==============================] - 0s 34us/step - loss: 88640.2969 - mean_absolute_error: 255.8364 - val_loss: 150170.7629 - val_mean_absolute_error: 366.4377
Epoch 340/5000
148/148 [==============================] - 0s 27us/step - loss: 88609.4219 - mean_absolute_error: 255.7913 - val_loss: 150126.8069 - val_mean_absolute_error: 366.3834
Epoch 341/5000
148/148 [==============================] - 0s 27us/step - loss: 88578.4766 - mean_absolute_error: 255.7460 - val_loss: 150082.6821 - val_mean_absolute_error: 366.3290
Epoch 342/5000
148/148 [==============================] - 0s 34us/step - loss: 88547.4609 - mean_absolute_error: 255.7006 - val_loss: 150038.5579 - val_mean_absolute_error: 366.2745
Epoch 343/5000
148/148 [==============================] - 0s 34us/step - loss: 88516.4297 - mean_absolute_error: 255.6552 - val_loss: 149994.3412 - val_mean_absolute_error: 366.2199
Epoch 344/5000
148/148 [==============================] - 0s 41us/step - loss: 88485.3594 - mean_absolute_error: 255.6098 - val_loss: 149950.0796 - val_mean_absolute_error: 366.1653
Epoch 345/5000
148/148 [==============================] - 0s 34us/step - loss: 88454.2422 - mean_absolute_error: 255.5643 - val_loss: 149905.7269 - val_mean_absolute_error: 366.1105
Epoch 346/5000
148/148 [==============================] - 0s 27us/step - loss: 88423.0703 - mean_absolute_error: 255.5184 - val_loss: 149861.3300 - val_mean_absolute_error: 366.0556
Epoch 347/5000
148/148 [==============================] - 0s 41us/step - loss: 88391.8672 - mean_absolute_error: 255.4725 - val_loss: 149816.7960 - val_mean_absolute_error: 366.0006
Epoch 348/5000
148/148 [==============================] - 0s 41us/step - loss: 88360.6016 - mean_absolute_error: 255.4265 - val_loss: 149772.2169 - val_mean_absolute_error: 365.9455
Epoch 349/5000
148/148 [==============================] - 0s 20us/step - loss: 88329.3047 - mean_absolute_error: 255.3805 - val_loss: 149727.5467 - val_mean_absolute_error: 365.8903
Epoch 350/5000
148/148 [==============================] - 0s 34us/step - loss: 88297.9531 - mean_absolute_error: 255.3344 - val_loss: 149682.8312 - val_mean_absolute_error: 365.8350
Epoch 351/5000
148/148 [==============================] - 0s 27us/step - loss: 88266.5391 - mean_absolute_error: 255.2881 - val_loss: 149638.0558 - val_mean_absolute_error: 365.7796
Epoch 352/5000
148/148 [==============================] - 0s 27us/step - loss: 88235.0938 - mean_absolute_error: 255.2419 - val_loss: 149593.1894 - val_mean_absolute_error: 365.7241
Epoch 353/5000
148/148 [==============================] - 0s 34us/step - loss: 88203.5781 - mean_absolute_error: 255.1955 - val_loss: 149548.2167 - val_mean_absolute_error: 365.6684
Epoch 354/5000
148/148 [==============================] - 0s 34us/step - loss: 88171.9844 - mean_absolute_error: 255.1490 - val_loss: 149503.1983 - val_mean_absolute_error: 365.6128
Epoch 355/5000
148/148 [==============================] - 0s 27us/step - loss: 88140.3906 - mean_absolute_error: 255.1025 - val_loss: 149458.1660 - val_mean_absolute_error: 365.5570
Epoch 356/5000
148/148 [==============================] - 0s 27us/step - loss: 88108.7500 - mean_absolute_error: 255.0560 - val_loss: 149413.0267 - val_mean_absolute_error: 365.5011
Epoch 357/5000
148/148 [==============================] - 0s 27us/step - loss: 88077.0703 - mean_absolute_error: 255.0093 - val_loss: 149367.8263 - val_mean_absolute_error: 365.4452
Epoch 358/5000
148/148 [==============================] - 0s 41us/step - loss: 88045.3203 - mean_absolute_error: 254.9626 - val_loss: 149322.5804 - val_mean_absolute_error: 365.3891
Epoch 359/5000
148/148 [==============================] - 0s 27us/step - loss: 88013.5469 - mean_absolute_error: 254.9158 - val_loss: 149277.2429 - val_mean_absolute_error: 365.3330
Epoch 360/5000
148/148 [==============================] - 0s 27us/step - loss: 87981.7266 - mean_absolute_error: 254.8689 - val_loss: 149231.8146 - val_mean_absolute_error: 365.2766
Epoch 361/5000
148/148 [==============================] - 0s 41us/step - loss: 87949.7969 - mean_absolute_error: 254.8218 - val_loss: 149186.2492 - val_mean_absolute_error: 365.2202
Epoch 362/5000
148/148 [==============================] - 0s 47us/step - loss: 87917.8281 - mean_absolute_error: 254.7746 - val_loss: 149140.6850 - val_mean_absolute_error: 365.1637
Epoch 363/5000
148/148 [==============================] - 0s 34us/step - loss: 87885.8359 - mean_absolute_error: 254.7274 - val_loss: 149095.0446 - val_mean_absolute_error: 365.1071
Epoch 364/5000
148/148 [==============================] - 0s 34us/step - loss: 87853.7969 - mean_absolute_error: 254.6801 - val_loss: 149049.3438 - val_mean_absolute_error: 365.0504
Epoch 365/5000
148/148 [==============================] - 0s 34us/step - loss: 87821.7188 - mean_absolute_error: 254.6327 - val_loss: 149003.5679 - val_mean_absolute_error: 364.9936
Epoch 366/5000
148/148 [==============================] - 0s 34us/step - loss: 87789.5312 - mean_absolute_error: 254.5851 - val_loss: 148957.7017 - val_mean_absolute_error: 364.9367
Epoch 367/5000
148/148 [==============================] - 0s 34us/step - loss: 87757.2734 - mean_absolute_error: 254.5374 - val_loss: 148911.7304 - val_mean_absolute_error: 364.8796
Epoch 368/5000
148/148 [==============================] - 0s 34us/step - loss: 87724.9297 - mean_absolute_error: 254.4897 - val_loss: 148865.7296 - val_mean_absolute_error: 364.8225
Epoch 369/5000
148/148 [==============================] - 0s 34us/step - loss: 87692.5625 - mean_absolute_error: 254.4418 - val_loss: 148819.6692 - val_mean_absolute_error: 364.7653
Epoch 370/5000
148/148 [==============================] - 0s 27us/step - loss: 87660.1484 - mean_absolute_error: 254.3938 - val_loss: 148773.5329 - val_mean_absolute_error: 364.7080
Epoch 371/5000
148/148 [==============================] - 0s 41us/step - loss: 87627.6875 - mean_absolute_error: 254.3459 - val_loss: 148727.3215 - val_mean_absolute_error: 364.6506
Epoch 372/5000
148/148 [==============================] - 0s 61us/step - loss: 87595.1719 - mean_absolute_error: 254.2977 - val_loss: 148680.9875 - val_mean_absolute_error: 364.5931
Epoch 373/5000
148/148 [==============================] - 0s 41us/step - loss: 87562.6172 - mean_absolute_error: 254.2496 - val_loss: 148634.5625 - val_mean_absolute_error: 364.5354
Epoch 374/5000
148/148 [==============================] - 0s 34us/step - loss: 87530.0000 - mean_absolute_error: 254.2013 - val_loss: 148588.0306 - val_mean_absolute_error: 364.4776
Epoch 375/5000
148/148 [==============================] - 0s 34us/step - loss: 87497.3203 - mean_absolute_error: 254.1529 - val_loss: 148541.4688 - val_mean_absolute_error: 364.4197
Epoch 376/5000
148/148 [==============================] - 0s 20us/step - loss: 87464.6094 - mean_absolute_error: 254.1045 - val_loss: 148494.8460 - val_mean_absolute_error: 364.3617
Epoch 377/5000
148/148 [==============================] - 0s 27us/step - loss: 87431.8594 - mean_absolute_error: 254.0560 - val_loss: 148448.1317 - val_mean_absolute_error: 364.3036
Epoch 378/5000
148/148 [==============================] - 0s 27us/step - loss: 87399.0781 - mean_absolute_error: 254.0074 - val_loss: 148401.3596 - val_mean_absolute_error: 364.2454
Epoch 379/5000
148/148 [==============================] - 0s 34us/step - loss: 87366.2344 - mean_absolute_error: 253.9586 - val_loss: 148354.5298 - val_mean_absolute_error: 364.1872
Epoch 380/5000
148/148 [==============================] - 0s 20us/step - loss: 87333.3516 - mean_absolute_error: 253.9097 - val_loss: 148307.6417 - val_mean_absolute_error: 364.1288
Epoch 381/5000
148/148 [==============================] - 0s 34us/step - loss: 87300.4062 - mean_absolute_error: 253.8607 - val_loss: 148260.6635 - val_mean_absolute_error: 364.0703
Epoch 382/5000
148/148 [==============================] - 0s 41us/step - loss: 87267.3906 - mean_absolute_error: 253.8116 - val_loss: 148213.6115 - val_mean_absolute_error: 364.0117
Epoch 383/5000
148/148 [==============================] - 0s 27us/step - loss: 87234.3281 - mean_absolute_error: 253.7624 - val_loss: 148166.4998 - val_mean_absolute_error: 363.9531
Epoch 384/5000
148/148 [==============================] - 0s 34us/step - loss: 87201.2188 - mean_absolute_error: 253.7132 - val_loss: 148119.3287 - val_mean_absolute_error: 363.8943
Epoch 385/5000
148/148 [==============================] - 0s 27us/step - loss: 87168.0547 - mean_absolute_error: 253.6638 - val_loss: 148072.0827 - val_mean_absolute_error: 363.8355
Epoch 386/5000
148/148 [==============================] - 0s 34us/step - loss: 87134.8438 - mean_absolute_error: 253.6144 - val_loss: 148024.7006 - val_mean_absolute_error: 363.7764
Epoch 387/5000
148/148 [==============================] - 0s 41us/step - loss: 87101.5469 - mean_absolute_error: 253.5648 - val_loss: 147977.1035 - val_mean_absolute_error: 363.7171
Epoch 388/5000
148/148 [==============================] - 0s 27us/step - loss: 87068.1719 - mean_absolute_error: 253.5151 - val_loss: 147929.4306 - val_mean_absolute_error: 363.6577
Epoch 389/5000
148/148 [==============================] - 0s 20us/step - loss: 87034.7656 - mean_absolute_error: 253.4653 - val_loss: 147881.6971 - val_mean_absolute_error: 363.5982
Epoch 390/5000
148/148 [==============================] - 0s 34us/step - loss: 87001.3047 - mean_absolute_error: 253.4154 - val_loss: 147833.8569 - val_mean_absolute_error: 363.5386
Epoch 391/5000
148/148 [==============================] - 0s 27us/step - loss: 86967.7656 - mean_absolute_error: 253.3654 - val_loss: 147785.9254 - val_mean_absolute_error: 363.4788
Epoch 392/5000
148/148 [==============================] - 0s 27us/step - loss: 86934.1250 - mean_absolute_error: 253.3153 - val_loss: 147737.9175 - val_mean_absolute_error: 363.4189
Epoch 393/5000
148/148 [==============================] - 0s 34us/step - loss: 86900.4531 - mean_absolute_error: 253.2651 - val_loss: 147689.8025 - val_mean_absolute_error: 363.3589
Epoch 394/5000
148/148 [==============================] - 0s 27us/step - loss: 86866.7109 - mean_absolute_error: 253.2148 - val_loss: 147641.5802 - val_mean_absolute_error: 363.2988
Epoch 395/5000
148/148 [==============================] - 0s 34us/step - loss: 86832.9141 - mean_absolute_error: 253.1644 - val_loss: 147593.2662 - val_mean_absolute_error: 363.2385
Epoch 396/5000
148/148 [==============================] - 0s 34us/step - loss: 86799.0469 - mean_absolute_error: 253.1139 - val_loss: 147544.8156 - val_mean_absolute_error: 363.1781
Epoch 397/5000
148/148 [==============================] - 0s 27us/step - loss: 86765.1172 - mean_absolute_error: 253.0632 - val_loss: 147496.2440 - val_mean_absolute_error: 363.1175
Epoch 398/5000
148/148 [==============================] - 0s 27us/step - loss: 86731.1172 - mean_absolute_error: 253.0125 - val_loss: 147447.5821 - val_mean_absolute_error: 363.0568
Epoch 399/5000
148/148 [==============================] - 0s 34us/step - loss: 86697.0391 - mean_absolute_error: 252.9616 - val_loss: 147398.8912 - val_mean_absolute_error: 362.9961
Epoch 400/5000
148/148 [==============================] - 0s 27us/step - loss: 86662.9375 - mean_absolute_error: 252.9107 - val_loss: 147350.1400 - val_mean_absolute_error: 362.9352
Epoch 401/5000
148/148 [==============================] - 0s 20us/step - loss: 86628.7734 - mean_absolute_error: 252.8597 - val_loss: 147301.3287 - val_mean_absolute_error: 362.8742
Epoch 402/5000
148/148 [==============================] - 0s 27us/step - loss: 86594.5234 - mean_absolute_error: 252.8086 - val_loss: 147252.3954 - val_mean_absolute_error: 362.8132
Epoch 403/5000
148/148 [==============================] - 0s 27us/step - loss: 86560.1641 - mean_absolute_error: 252.7572 - val_loss: 147203.3550 - val_mean_absolute_error: 362.7520
Epoch 404/5000
148/148 [==============================] - 0s 27us/step - loss: 86525.7266 - mean_absolute_error: 252.7058 - val_loss: 147154.2081 - val_mean_absolute_error: 362.6906
Epoch 405/5000
148/148 [==============================] - 0s 34us/step - loss: 86491.2031 - mean_absolute_error: 252.6543 - val_loss: 147104.9848 - val_mean_absolute_error: 362.6291
Epoch 406/5000
148/148 [==============================] - 0s 27us/step - loss: 86456.6016 - mean_absolute_error: 252.6025 - val_loss: 147055.6546 - val_mean_absolute_error: 362.5676
Epoch 407/5000
148/148 [==============================] - 0s 27us/step - loss: 86421.9375 - mean_absolute_error: 252.5507 - val_loss: 147006.2627 - val_mean_absolute_error: 362.5059
Epoch 408/5000
148/148 [==============================] - 0s 27us/step - loss: 86387.2188 - mean_absolute_error: 252.4988 - val_loss: 146956.7550 - val_mean_absolute_error: 362.4440
Epoch 409/5000
148/148 [==============================] - 0s 27us/step - loss: 86352.4219 - mean_absolute_error: 252.4468 - val_loss: 146907.1562 - val_mean_absolute_error: 362.3821
Epoch 410/5000
148/148 [==============================] - 0s 27us/step - loss: 86317.5469 - mean_absolute_error: 252.3947 - val_loss: 146857.4992 - val_mean_absolute_error: 362.3200
Epoch 411/5000
148/148 [==============================] - 0s 27us/step - loss: 86282.6016 - mean_absolute_error: 252.3424 - val_loss: 146807.7058 - val_mean_absolute_error: 362.2578
Epoch 412/5000
148/148 [==============================] - 0s 27us/step - loss: 86247.5703 - mean_absolute_error: 252.2900 - val_loss: 146757.8225 - val_mean_absolute_error: 362.1955
Epoch 413/5000
148/148 [==============================] - 0s 27us/step - loss: 86212.5078 - mean_absolute_error: 252.2375 - val_loss: 146707.8796 - val_mean_absolute_error: 362.1330
Epoch 414/5000
148/148 [==============================] - 0s 41us/step - loss: 86177.3828 - mean_absolute_error: 252.1849 - val_loss: 146657.8000 - val_mean_absolute_error: 362.0704
Epoch 415/5000
148/148 [==============================] - 0s 27us/step - loss: 86142.1797 - mean_absolute_error: 252.1323 - val_loss: 146607.6600 - val_mean_absolute_error: 362.0077
Epoch 416/5000
148/148 [==============================] - 0s 34us/step - loss: 86106.9453 - mean_absolute_error: 252.0795 - val_loss: 146557.3983 - val_mean_absolute_error: 361.9449
Epoch 417/5000
148/148 [==============================] - 0s 27us/step - loss: 86071.6797 - mean_absolute_error: 252.0267 - val_loss: 146506.9688 - val_mean_absolute_error: 361.8817
Epoch 418/5000
148/148 [==============================] - 0s 20us/step - loss: 86036.3125 - mean_absolute_error: 251.9737 - val_loss: 146456.4781 - val_mean_absolute_error: 361.8186
Epoch 419/5000
148/148 [==============================] - 0s 20us/step - loss: 86000.9219 - mean_absolute_error: 251.9207 - val_loss: 146405.8962 - val_mean_absolute_error: 361.7552
Epoch 420/5000
148/148 [==============================] - 0s 27us/step - loss: 85965.4141 - mean_absolute_error: 251.8675 - val_loss: 146355.2533 - val_mean_absolute_error: 361.6918
Epoch 421/5000
148/148 [==============================] - 0s 20us/step - loss: 85929.8906 - mean_absolute_error: 251.8143 - val_loss: 146304.5496 - val_mean_absolute_error: 361.6283
Epoch 422/5000
148/148 [==============================] - 0s 41us/step - loss: 85894.3047 - mean_absolute_error: 251.7610 - val_loss: 146253.7387 - val_mean_absolute_error: 361.5647
Epoch 423/5000
148/148 [==============================] - 0s 41us/step - loss: 85858.6797 - mean_absolute_error: 251.7076 - val_loss: 146202.8358 - val_mean_absolute_error: 361.5009
Epoch 424/5000
148/148 [==============================] - 0s 27us/step - loss: 85822.9688 - mean_absolute_error: 251.6541 - val_loss: 146151.8563 - val_mean_absolute_error: 361.4370
Epoch 425/5000
148/148 [==============================] - 0s 27us/step - loss: 85787.1953 - mean_absolute_error: 251.6005 - val_loss: 146100.7542 - val_mean_absolute_error: 361.3729
Epoch 426/5000
148/148 [==============================] - 0s 34us/step - loss: 85751.3828 - mean_absolute_error: 251.5468 - val_loss: 146049.5594 - val_mean_absolute_error: 361.3088
Epoch 427/5000
148/148 [==============================] - 0s 27us/step - loss: 85715.5234 - mean_absolute_error: 251.4931 - val_loss: 145998.3037 - val_mean_absolute_error: 361.2445
Epoch 428/5000
148/148 [==============================] - 0s 27us/step - loss: 85679.5781 - mean_absolute_error: 251.4392 - val_loss: 145946.9710 - val_mean_absolute_error: 361.1801
Epoch 429/5000
148/148 [==============================] - 0s 27us/step - loss: 85643.5781 - mean_absolute_error: 251.3852 - val_loss: 145895.5460 - val_mean_absolute_error: 361.1157
Epoch 430/5000
148/148 [==============================] - 0s 27us/step - loss: 85607.5156 - mean_absolute_error: 251.3311 - val_loss: 145844.0752 - val_mean_absolute_error: 361.0511
Epoch 431/5000
148/148 [==============================] - 0s 27us/step - loss: 85571.4062 - mean_absolute_error: 251.2769 - val_loss: 145792.5271 - val_mean_absolute_error: 360.9864
Epoch 432/5000
148/148 [==============================] - 0s 34us/step - loss: 85535.2500 - mean_absolute_error: 251.2226 - val_loss: 145740.8869 - val_mean_absolute_error: 360.9216
Epoch 433/5000
148/148 [==============================] - 0s 34us/step - loss: 85499.0391 - mean_absolute_error: 251.1683 - val_loss: 145689.1850 - val_mean_absolute_error: 360.8567
Epoch 434/5000
148/148 [==============================] - 0s 27us/step - loss: 85462.7891 - mean_absolute_error: 251.1138 - val_loss: 145637.4217 - val_mean_absolute_error: 360.7918
Epoch 435/5000
148/148 [==============================] - 0s 27us/step - loss: 85426.4922 - mean_absolute_error: 251.0594 - val_loss: 145585.5967 - val_mean_absolute_error: 360.7267
Epoch 436/5000
148/148 [==============================] - 0s 27us/step - loss: 85390.1406 - mean_absolute_error: 251.0047 - val_loss: 145533.6946 - val_mean_absolute_error: 360.6615
Epoch 437/5000
148/148 [==============================] - 0s 34us/step - loss: 85353.7578 - mean_absolute_error: 250.9501 - val_loss: 145481.7154 - val_mean_absolute_error: 360.5962
Epoch 438/5000
148/148 [==============================] - 0s 27us/step - loss: 85317.3281 - mean_absolute_error: 250.8954 - val_loss: 145429.6750 - val_mean_absolute_error: 360.5308
Epoch 439/5000
148/148 [==============================] - 0s 27us/step - loss: 85280.8359 - mean_absolute_error: 250.8405 - val_loss: 145377.5879 - val_mean_absolute_error: 360.4654
Epoch 440/5000
148/148 [==============================] - 0s 20us/step - loss: 85244.3203 - mean_absolute_error: 250.7856 - val_loss: 145325.3469 - val_mean_absolute_error: 360.3997
Epoch 441/5000
148/148 [==============================] - 0s 27us/step - loss: 85207.7188 - mean_absolute_error: 250.7306 - val_loss: 145273.0906 - val_mean_absolute_error: 360.3340
Epoch 442/5000
148/148 [==============================] - 0s 41us/step - loss: 85171.1016 - mean_absolute_error: 250.6755 - val_loss: 145220.7263 - val_mean_absolute_error: 360.2682
Epoch 443/5000
148/148 [==============================] - 0s 27us/step - loss: 85134.4297 - mean_absolute_error: 250.6203 - val_loss: 145168.3308 - val_mean_absolute_error: 360.2023
Epoch 444/5000
148/148 [==============================] - 0s 27us/step - loss: 85097.7344 - mean_absolute_error: 250.5651 - val_loss: 145115.8431 - val_mean_absolute_error: 360.1362
Epoch 445/5000
148/148 [==============================] - 0s 27us/step - loss: 85061.0078 - mean_absolute_error: 250.5098 - val_loss: 145063.2321 - val_mean_absolute_error: 360.0701
Epoch 446/5000
148/148 [==============================] - 0s 27us/step - loss: 85024.1875 - mean_absolute_error: 250.4544 - val_loss: 145010.5454 - val_mean_absolute_error: 360.0038
Epoch 447/5000
148/148 [==============================] - 0s 41us/step - loss: 84987.3203 - mean_absolute_error: 250.3988 - val_loss: 144957.8450 - val_mean_absolute_error: 359.9375
Epoch 448/5000
148/148 [==============================] - 0s 27us/step - loss: 84950.4219 - mean_absolute_error: 250.3432 - val_loss: 144905.0835 - val_mean_absolute_error: 359.8711
Epoch 449/5000
148/148 [==============================] - 0s 27us/step - loss: 84913.4766 - mean_absolute_error: 250.2875 - val_loss: 144852.2621 - val_mean_absolute_error: 359.8046
Epoch 450/5000
148/148 [==============================] - 0s 20us/step - loss: 84876.4844 - mean_absolute_error: 250.2318 - val_loss: 144799.3179 - val_mean_absolute_error: 359.7379
Epoch 451/5000
148/148 [==============================] - 0s 27us/step - loss: 84839.4297 - mean_absolute_error: 250.1759 - val_loss: 144746.3438 - val_mean_absolute_error: 359.6712
Epoch 452/5000
148/148 [==============================] - 0s 27us/step - loss: 84802.3750 - mean_absolute_error: 250.1200 - val_loss: 144693.3238 - val_mean_absolute_error: 359.6044
Epoch 453/5000
148/148 [==============================] - 0s 34us/step - loss: 84765.2578 - mean_absolute_error: 250.0641 - val_loss: 144640.2585 - val_mean_absolute_error: 359.5376
Epoch 454/5000
148/148 [==============================] - 0s 34us/step - loss: 84728.1016 - mean_absolute_error: 250.0080 - val_loss: 144587.1169 - val_mean_absolute_error: 359.4706
Epoch 455/5000
148/148 [==============================] - 0s 20us/step - loss: 84690.9219 - mean_absolute_error: 249.9519 - val_loss: 144533.8677 - val_mean_absolute_error: 359.4034
Epoch 456/5000
148/148 [==============================] - 0s 34us/step - loss: 84653.6562 - mean_absolute_error: 249.8956 - val_loss: 144480.4821 - val_mean_absolute_error: 359.3361
Epoch 457/5000
148/148 [==============================] - 0s 27us/step - loss: 84616.2578 - mean_absolute_error: 249.8392 - val_loss: 144427.0829 - val_mean_absolute_error: 359.2687
Epoch 458/5000
148/148 [==============================] - 0s 34us/step - loss: 84578.8594 - mean_absolute_error: 249.7827 - val_loss: 144373.6242 - val_mean_absolute_error: 359.2013
Epoch 459/5000
148/148 [==============================] - 0s 34us/step - loss: 84541.4062 - mean_absolute_error: 249.7261 - val_loss: 144320.0435 - val_mean_absolute_error: 359.1337
Epoch 460/5000
148/148 [==============================] - 0s 27us/step - loss: 84503.9219 - mean_absolute_error: 249.6695 - val_loss: 144266.3871 - val_mean_absolute_error: 359.0659
Epoch 461/5000
148/148 [==============================] - 0s 27us/step - loss: 84466.3828 - mean_absolute_error: 249.6128 - val_loss: 144212.5933 - val_mean_absolute_error: 358.9981
Epoch 462/5000
148/148 [==============================] - 0s 27us/step - loss: 84428.8047 - mean_absolute_error: 249.5560 - val_loss: 144158.7233 - val_mean_absolute_error: 358.9301
Epoch 463/5000
148/148 [==============================] - 0s 88us/step - loss: 84391.1875 - mean_absolute_error: 249.4992 - val_loss: 144104.7775 - val_mean_absolute_error: 358.8620
Epoch 464/5000
148/148 [==============================] - 0s 41us/step - loss: 84353.5234 - mean_absolute_error: 249.4422 - val_loss: 144050.7550 - val_mean_absolute_error: 358.7938
Epoch 465/5000
148/148 [==============================] - 0s 27us/step - loss: 84315.7578 - mean_absolute_error: 249.3851 - val_loss: 143996.6719 - val_mean_absolute_error: 358.7255
Epoch 466/5000
148/148 [==============================] - 0s 27us/step - loss: 84277.9531 - mean_absolute_error: 249.3279 - val_loss: 143942.5121 - val_mean_absolute_error: 358.6570
Epoch 467/5000
148/148 [==============================] - 0s 27us/step - loss: 84240.0781 - mean_absolute_error: 249.2706 - val_loss: 143888.2913 - val_mean_absolute_error: 358.5885
Epoch 468/5000
148/148 [==============================] - 0s 27us/step - loss: 84202.1875 - mean_absolute_error: 249.2133 - val_loss: 143833.9171 - val_mean_absolute_error: 358.5198
Epoch 469/5000
148/148 [==============================] - 0s 20us/step - loss: 84164.2266 - mean_absolute_error: 249.1558 - val_loss: 143779.4810 - val_mean_absolute_error: 358.4510
Epoch 470/5000
148/148 [==============================] - 0s 27us/step - loss: 84126.2344 - mean_absolute_error: 249.0983 - val_loss: 143724.9842 - val_mean_absolute_error: 358.3821
Epoch 471/5000
148/148 [==============================] - 0s 34us/step - loss: 84088.1875 - mean_absolute_error: 249.0407 - val_loss: 143670.4254 - val_mean_absolute_error: 358.3131
Epoch 472/5000
148/148 [==============================] - 0s 20us/step - loss: 84050.1250 - mean_absolute_error: 248.9830 - val_loss: 143615.7765 - val_mean_absolute_error: 358.2440
Epoch 473/5000
148/148 [==============================] - 0s 34us/step - loss: 84011.9453 - mean_absolute_error: 248.9252 - val_loss: 143561.0056 - val_mean_absolute_error: 358.1747
Epoch 474/5000
148/148 [==============================] - 0s 34us/step - loss: 83973.7266 - mean_absolute_error: 248.8673 - val_loss: 143506.1285 - val_mean_absolute_error: 358.1053
Epoch 475/5000
148/148 [==============================] - 0s 27us/step - loss: 83935.4453 - mean_absolute_error: 248.8093 - val_loss: 143451.2527 - val_mean_absolute_error: 358.0358
Epoch 476/5000
148/148 [==============================] - 0s 20us/step - loss: 83897.1250 - mean_absolute_error: 248.7512 - val_loss: 143396.3004 - val_mean_absolute_error: 357.9663
Epoch 477/5000
148/148 [==============================] - 0s 20us/step - loss: 83858.7734 - mean_absolute_error: 248.6931 - val_loss: 143341.3033 - val_mean_absolute_error: 357.8966
Epoch 478/5000
148/148 [==============================] - 0s 27us/step - loss: 83820.3672 - mean_absolute_error: 248.6348 - val_loss: 143286.2300 - val_mean_absolute_error: 357.8269
Epoch 479/5000
148/148 [==============================] - 0s 20us/step - loss: 83781.9141 - mean_absolute_error: 248.5765 - val_loss: 143231.0956 - val_mean_absolute_error: 357.7571
Epoch 480/5000
148/148 [==============================] - 0s 34us/step - loss: 83743.4219 - mean_absolute_error: 248.5181 - val_loss: 143175.9154 - val_mean_absolute_error: 357.6872
Epoch 481/5000
148/148 [==============================] - 0s 27us/step - loss: 83704.8984 - mean_absolute_error: 248.4596 - val_loss: 143120.6283 - val_mean_absolute_error: 357.6172
Epoch 482/5000
148/148 [==============================] - 0s 20us/step - loss: 83666.2891 - mean_absolute_error: 248.4010 - val_loss: 143065.3108 - val_mean_absolute_error: 357.5470
Epoch 483/5000
148/148 [==============================] - 0s 27us/step - loss: 83627.6250 - mean_absolute_error: 248.3423 - val_loss: 143009.9625 - val_mean_absolute_error: 357.4769
Epoch 484/5000
148/148 [==============================] - 0s 27us/step - loss: 83588.8984 - mean_absolute_error: 248.2835 - val_loss: 142954.5396 - val_mean_absolute_error: 357.4066
Epoch 485/5000
148/148 [==============================] - 0s 34us/step - loss: 83550.1094 - mean_absolute_error: 248.2246 - val_loss: 142899.0875 - val_mean_absolute_error: 357.3363
Epoch 486/5000
148/148 [==============================] - 0s 34us/step - loss: 83511.2734 - mean_absolute_error: 248.1656 - val_loss: 142843.5446 - val_mean_absolute_error: 357.2659
Epoch 487/5000
148/148 [==============================] - 0s 20us/step - loss: 83472.3750 - mean_absolute_error: 248.1065 - val_loss: 142787.9717 - val_mean_absolute_error: 357.1954
Epoch 488/5000
148/148 [==============================] - 0s 41us/step - loss: 83433.4453 - mean_absolute_error: 248.0473 - val_loss: 142732.3387 - val_mean_absolute_error: 357.1248
Epoch 489/5000
148/148 [==============================] - 0s 27us/step - loss: 83394.4688 - mean_absolute_error: 247.9881 - val_loss: 142676.5988 - val_mean_absolute_error: 357.0540
Epoch 490/5000
148/148 [==============================] - 0s 27us/step - loss: 83355.4375 - mean_absolute_error: 247.9288 - val_loss: 142620.7679 - val_mean_absolute_error: 356.9832
Epoch 491/5000
148/148 [==============================] - 0s 27us/step - loss: 83316.3750 - mean_absolute_error: 247.8694 - val_loss: 142564.8754 - val_mean_absolute_error: 356.9123
Epoch 492/5000
148/148 [==============================] - 0s 34us/step - loss: 83277.2812 - mean_absolute_error: 247.8099 - val_loss: 142508.9225 - val_mean_absolute_error: 356.8412
Epoch 493/5000
148/148 [==============================] - 0s 41us/step - loss: 83238.1328 - mean_absolute_error: 247.7503 - val_loss: 142452.8925 - val_mean_absolute_error: 356.7700
Epoch 494/5000
148/148 [==============================] - 0s 20us/step - loss: 83198.9453 - mean_absolute_error: 247.6907 - val_loss: 142396.7725 - val_mean_absolute_error: 356.6987
Epoch 495/5000
148/148 [==============================] - 0s 27us/step - loss: 83159.6562 - mean_absolute_error: 247.6309 - val_loss: 142340.6083 - val_mean_absolute_error: 356.6273
Epoch 496/5000
148/148 [==============================] - 0s 20us/step - loss: 83120.3203 - mean_absolute_error: 247.5710 - val_loss: 142284.3408 - val_mean_absolute_error: 356.5558
Epoch 497/5000
148/148 [==============================] - 0s 20us/step - loss: 83080.9219 - mean_absolute_error: 247.5110 - val_loss: 142227.8263 - val_mean_absolute_error: 356.4841
Epoch 498/5000
148/148 [==============================] - 0s 27us/step - loss: 83041.4766 - mean_absolute_error: 247.4509 - val_loss: 142171.2967 - val_mean_absolute_error: 356.4122
Epoch 499/5000
148/148 [==============================] - 0s 34us/step - loss: 83001.9766 - mean_absolute_error: 247.3908 - val_loss: 142114.6742 - val_mean_absolute_error: 356.3402
Epoch 500/5000
148/148 [==============================] - 0s 27us/step - loss: 82962.4297 - mean_absolute_error: 247.3305 - val_loss: 142057.9902 - val_mean_absolute_error: 356.2681
Epoch 501/5000
148/148 [==============================] - 0s 27us/step - loss: 82922.8281 - mean_absolute_error: 247.2701 - val_loss: 142001.2598 - val_mean_absolute_error: 356.1960
Epoch 502/5000
148/148 [==============================] - 0s 20us/step - loss: 82883.2031 - mean_absolute_error: 247.2097 - val_loss: 141944.4831 - val_mean_absolute_error: 356.1237
Epoch 503/5000
148/148 [==============================] - 0s 27us/step - loss: 82843.5547 - mean_absolute_error: 247.1492 - val_loss: 141887.6450 - val_mean_absolute_error: 356.0515
Epoch 504/5000
148/148 [==============================] - 0s 34us/step - loss: 82803.8516 - mean_absolute_error: 247.0886 - val_loss: 141830.7604 - val_mean_absolute_error: 355.9791
Epoch 505/5000
148/148 [==============================] - 0s 34us/step - loss: 82764.1172 - mean_absolute_error: 247.0280 - val_loss: 141773.8296 - val_mean_absolute_error: 355.9066
Epoch 506/5000
148/148 [==============================] - 0s 20us/step - loss: 82724.3438 - mean_absolute_error: 246.9673 - val_loss: 141716.7913 - val_mean_absolute_error: 355.8339
Epoch 507/5000
148/148 [==============================] - 0s 34us/step - loss: 82684.5312 - mean_absolute_error: 246.9065 - val_loss: 141659.7060 - val_mean_absolute_error: 355.7612
Epoch 508/5000
148/148 [==============================] - 0s 20us/step - loss: 82644.6641 - mean_absolute_error: 246.8456 - val_loss: 141602.4671 - val_mean_absolute_error: 355.6883
Epoch 509/5000
148/148 [==============================] - 0s 27us/step - loss: 82604.7109 - mean_absolute_error: 246.7845 - val_loss: 141545.1354 - val_mean_absolute_error: 355.6153
Epoch 510/5000
148/148 [==============================] - 0s 34us/step - loss: 82564.7266 - mean_absolute_error: 246.7234 - val_loss: 141487.7419 - val_mean_absolute_error: 355.5422
Epoch 511/5000
148/148 [==============================] - 0s 27us/step - loss: 82524.6797 - mean_absolute_error: 246.6622 - val_loss: 141430.3175 - val_mean_absolute_error: 355.4690
Epoch 512/5000
148/148 [==============================] - 0s 27us/step - loss: 82484.6016 - mean_absolute_error: 246.6009 - val_loss: 141372.8317 - val_mean_absolute_error: 355.3958
Epoch 513/5000
148/148 [==============================] - 0s 20us/step - loss: 82444.4844 - mean_absolute_error: 246.5395 - val_loss: 141315.2683 - val_mean_absolute_error: 355.3224
Epoch 514/5000
148/148 [==============================] - 0s 27us/step - loss: 82404.3281 - mean_absolute_error: 246.4781 - val_loss: 141257.6592 - val_mean_absolute_error: 355.2489
Epoch 515/5000
148/148 [==============================] - 0s 27us/step - loss: 82364.1250 - mean_absolute_error: 246.4165 - val_loss: 141200.0035 - val_mean_absolute_error: 355.1754
Epoch 516/5000
148/148 [==============================] - 0s 27us/step - loss: 82323.8906 - mean_absolute_error: 246.3549 - val_loss: 141142.3017 - val_mean_absolute_error: 355.1018
Epoch 517/5000
148/148 [==============================] - 0s 34us/step - loss: 82283.6172 - mean_absolute_error: 246.2932 - val_loss: 141084.4917 - val_mean_absolute_error: 355.0281
Epoch 518/5000
148/148 [==============================] - 0s 27us/step - loss: 82243.2891 - mean_absolute_error: 246.2314 - val_loss: 141026.6821 - val_mean_absolute_error: 354.9543
Epoch 519/5000
148/148 [==============================] - 0s 20us/step - loss: 82202.8984 - mean_absolute_error: 246.1695 - val_loss: 140968.8104 - val_mean_absolute_error: 354.8804
Epoch 520/5000
148/148 [==============================] - 0s 20us/step - loss: 82162.4453 - mean_absolute_error: 246.1075 - val_loss: 140910.8771 - val_mean_absolute_error: 354.8065
Epoch 521/5000
148/148 [==============================] - 0s 41us/step - loss: 82121.9531 - mean_absolute_error: 246.0455 - val_loss: 140852.8821 - val_mean_absolute_error: 354.7324
Epoch 522/5000
148/148 [==============================] - 0s 34us/step - loss: 82081.4219 - mean_absolute_error: 245.9833 - val_loss: 140794.8406 - val_mean_absolute_error: 354.6582
Epoch 523/5000
148/148 [==============================] - 0s 61us/step - loss: 82040.8516 - mean_absolute_error: 245.9210 - val_loss: 140736.7379 - val_mean_absolute_error: 354.5840
Epoch 524/5000
148/148 [==============================] - 0s 41us/step - loss: 82000.2422 - mean_absolute_error: 245.8587 - val_loss: 140678.5729 - val_mean_absolute_error: 354.5096
Epoch 525/5000
148/148 [==============================] - 0s 34us/step - loss: 81959.5859 - mean_absolute_error: 245.7963 - val_loss: 140620.3775 - val_mean_absolute_error: 354.4352
Epoch 526/5000
148/148 [==============================] - 0s 34us/step - loss: 81918.9062 - mean_absolute_error: 245.7338 - val_loss: 140562.1046 - val_mean_absolute_error: 354.3607
Epoch 527/5000
148/148 [==============================] - 0s 20us/step - loss: 81878.1797 - mean_absolute_error: 245.6712 - val_loss: 140503.7856 - val_mean_absolute_error: 354.2861
Epoch 528/5000
148/148 [==============================] - 0s 27us/step - loss: 81837.4219 - mean_absolute_error: 245.6086 - val_loss: 140445.3896 - val_mean_absolute_error: 354.2114
Epoch 529/5000
148/148 [==============================] - 0s 27us/step - loss: 81796.6016 - mean_absolute_error: 245.5459 - val_loss: 140386.9469 - val_mean_absolute_error: 354.1366
Epoch 530/5000
148/148 [==============================] - 0s 27us/step - loss: 81755.7578 - mean_absolute_error: 245.4831 - val_loss: 140328.4121 - val_mean_absolute_error: 354.0617
Epoch 531/5000
148/148 [==============================] - 0s 34us/step - loss: 81714.8750 - mean_absolute_error: 245.4202 - val_loss: 140269.8771 - val_mean_absolute_error: 353.9867
Epoch 532/5000
148/148 [==============================] - 0s 20us/step - loss: 81673.9688 - mean_absolute_error: 245.3573 - val_loss: 140211.2958 - val_mean_absolute_error: 353.9117
Epoch 533/5000
148/148 [==============================] - 0s 27us/step - loss: 81633.0234 - mean_absolute_error: 245.2943 - val_loss: 140152.6683 - val_mean_absolute_error: 353.8366
Epoch 534/5000
148/148 [==============================] - 0s 34us/step - loss: 81592.0625 - mean_absolute_error: 245.2312 - val_loss: 140093.9792 - val_mean_absolute_error: 353.7614
Epoch 535/5000
148/148 [==============================] - 0s 41us/step - loss: 81551.0469 - mean_absolute_error: 245.1680 - val_loss: 140035.1510 - val_mean_absolute_error: 353.6860
Epoch 536/5000
148/148 [==============================] - 0s 27us/step - loss: 81509.9766 - mean_absolute_error: 245.1047 - val_loss: 139976.2767 - val_mean_absolute_error: 353.6105
Epoch 537/5000
148/148 [==============================] - 0s 27us/step - loss: 81468.8750 - mean_absolute_error: 245.0414 - val_loss: 139917.3717 - val_mean_absolute_error: 353.5350
Epoch 538/5000
148/148 [==============================] - 0s 27us/step - loss: 81427.7266 - mean_absolute_error: 244.9780 - val_loss: 139858.3894 - val_mean_absolute_error: 353.4593
Epoch 539/5000
148/148 [==============================] - 0s 27us/step - loss: 81386.5156 - mean_absolute_error: 244.9144 - val_loss: 139799.3917 - val_mean_absolute_error: 353.3836
Epoch 540/5000
148/148 [==============================] - 0s 27us/step - loss: 81345.2891 - mean_absolute_error: 244.8508 - val_loss: 139740.3633 - val_mean_absolute_error: 353.3079
Epoch 541/5000
148/148 [==============================] - 0s 41us/step - loss: 81304.0391 - mean_absolute_error: 244.7871 - val_loss: 139681.2579 - val_mean_absolute_error: 353.2320
Epoch 542/5000
148/148 [==============================] - 0s 27us/step - loss: 81262.7422 - mean_absolute_error: 244.7234 - val_loss: 139622.0442 - val_mean_absolute_error: 353.1559
Epoch 543/5000
148/148 [==============================] - 0s 27us/step - loss: 81221.3750 - mean_absolute_error: 244.6596 - val_loss: 139562.7844 - val_mean_absolute_error: 353.0799
Epoch 544/5000
148/148 [==============================] - 0s 27us/step - loss: 81179.9766 - mean_absolute_error: 244.5956 - val_loss: 139503.4629 - val_mean_absolute_error: 353.0037
Epoch 545/5000
148/148 [==============================] - 0s 20us/step - loss: 81138.5234 - mean_absolute_error: 244.5316 - val_loss: 139444.0950 - val_mean_absolute_error: 352.9274
Epoch 546/5000
148/148 [==============================] - 0s 34us/step - loss: 81097.0156 - mean_absolute_error: 244.4674 - val_loss: 139384.6812 - val_mean_absolute_error: 352.8510
Epoch 547/5000
148/148 [==============================] - 0s 27us/step - loss: 81055.5078 - mean_absolute_error: 244.4032 - val_loss: 139325.1746 - val_mean_absolute_error: 352.7746
Epoch 548/5000
148/148 [==============================] - 0s 27us/step - loss: 81013.9297 - mean_absolute_error: 244.3390 - val_loss: 139265.6221 - val_mean_absolute_error: 352.6979
Epoch 549/5000
148/148 [==============================] - 0s 27us/step - loss: 80972.3281 - mean_absolute_error: 244.2746 - val_loss: 139205.9617 - val_mean_absolute_error: 352.6212
Epoch 550/5000
148/148 [==============================] - 0s 34us/step - loss: 80930.6953 - mean_absolute_error: 244.2102 - val_loss: 139146.2394 - val_mean_absolute_error: 352.5444
Epoch 551/5000
148/148 [==============================] - 0s 20us/step - loss: 80889.0078 - mean_absolute_error: 244.1457 - val_loss: 139086.4554 - val_mean_absolute_error: 352.4675
Epoch 552/5000
148/148 [==============================] - 0s 27us/step - loss: 80847.2344 - mean_absolute_error: 244.0810 - val_loss: 139026.6256 - val_mean_absolute_error: 352.3904
Epoch 553/5000
148/148 [==============================] - 0s 34us/step - loss: 80805.4297 - mean_absolute_error: 244.0163 - val_loss: 138966.7033 - val_mean_absolute_error: 352.3133
Epoch 554/5000
148/148 [==============================] - 0s 27us/step - loss: 80763.5469 - mean_absolute_error: 243.9514 - val_loss: 138906.7500 - val_mean_absolute_error: 352.2361
Epoch 555/5000
148/148 [==============================] - 0s 27us/step - loss: 80721.6641 - mean_absolute_error: 243.8865 - val_loss: 138846.7200 - val_mean_absolute_error: 352.1588
Epoch 556/5000
148/148 [==============================] - 0s 34us/step - loss: 80679.7344 - mean_absolute_error: 243.8215 - val_loss: 138786.6742 - val_mean_absolute_error: 352.0814
Epoch 557/5000
148/148 [==============================] - 0s 20us/step - loss: 80637.7734 - mean_absolute_error: 243.7565 - val_loss: 138726.5512 - val_mean_absolute_error: 352.0039
Epoch 558/5000
148/148 [==============================] - 0s 20us/step - loss: 80595.7734 - mean_absolute_error: 243.6914 - val_loss: 138666.3052 - val_mean_absolute_error: 351.9263
Epoch 559/5000
148/148 [==============================] - 0s 27us/step - loss: 80553.7422 - mean_absolute_error: 243.6262 - val_loss: 138605.9821 - val_mean_absolute_error: 351.8485
Epoch 560/5000
148/148 [==============================] - 0s 34us/step - loss: 80511.6406 - mean_absolute_error: 243.5609 - val_loss: 138545.6129 - val_mean_absolute_error: 351.7706
Epoch 561/5000
148/148 [==============================] - 0s 34us/step - loss: 80469.5312 - mean_absolute_error: 243.4955 - val_loss: 138485.2125 - val_mean_absolute_error: 351.6927
Epoch 562/5000
148/148 [==============================] - 0s 27us/step - loss: 80427.4062 - mean_absolute_error: 243.4301 - val_loss: 138424.7508 - val_mean_absolute_error: 351.6146
Epoch 563/5000
148/148 [==============================] - 0s 27us/step - loss: 80385.2266 - mean_absolute_error: 243.3646 - val_loss: 138364.2427 - val_mean_absolute_error: 351.5365
Epoch 564/5000
148/148 [==============================] - 0s 34us/step - loss: 80343.0234 - mean_absolute_error: 243.2990 - val_loss: 138303.7037 - val_mean_absolute_error: 351.4583
Epoch 565/5000
148/148 [==============================] - 0s 41us/step - loss: 80300.7969 - mean_absolute_error: 243.2334 - val_loss: 138243.1190 - val_mean_absolute_error: 351.3801
Epoch 566/5000
148/148 [==============================] - 0s 20us/step - loss: 80258.5312 - mean_absolute_error: 243.1677 - val_loss: 138182.4567 - val_mean_absolute_error: 351.3017
Epoch 567/5000
148/148 [==============================] - 0s 27us/step - loss: 80216.2266 - mean_absolute_error: 243.1020 - val_loss: 138121.7171 - val_mean_absolute_error: 351.2232
Epoch 568/5000
148/148 [==============================] - 0s 27us/step - loss: 80173.9141 - mean_absolute_error: 243.0361 - val_loss: 138060.9317 - val_mean_absolute_error: 351.1446
Epoch 569/5000
148/148 [==============================] - 0s 34us/step - loss: 80131.5547 - mean_absolute_error: 242.9702 - val_loss: 138000.1000 - val_mean_absolute_error: 351.0659
Epoch 570/5000
148/148 [==============================] - 0s 34us/step - loss: 80089.1641 - mean_absolute_error: 242.9042 - val_loss: 137939.1913 - val_mean_absolute_error: 350.9872
Epoch 571/5000
148/148 [==============================] - 0s 27us/step - loss: 80046.7422 - mean_absolute_error: 242.8382 - val_loss: 137878.2669 - val_mean_absolute_error: 350.9083
Epoch 572/5000
148/148 [==============================] - 0s 27us/step - loss: 80004.2500 - mean_absolute_error: 242.7720 - val_loss: 137817.2963 - val_mean_absolute_error: 350.8294
Epoch 573/5000
148/148 [==============================] - 0s 27us/step - loss: 79961.7188 - mean_absolute_error: 242.7058 - val_loss: 137756.2487 - val_mean_absolute_error: 350.7504
Epoch 574/5000
148/148 [==============================] - 0s 34us/step - loss: 79919.1406 - mean_absolute_error: 242.6394 - val_loss: 137695.1396 - val_mean_absolute_error: 350.6713
Epoch 575/5000
148/148 [==============================] - 0s 34us/step - loss: 79876.5234 - mean_absolute_error: 242.5729 - val_loss: 137633.9996 - val_mean_absolute_error: 350.5921
Epoch 576/5000
148/148 [==============================] - 0s 27us/step - loss: 79833.8750 - mean_absolute_error: 242.5064 - val_loss: 137572.7979 - val_mean_absolute_error: 350.5128
Epoch 577/5000
148/148 [==============================] - 0s 27us/step - loss: 79791.1641 - mean_absolute_error: 242.4397 - val_loss: 137511.5190 - val_mean_absolute_error: 350.4335
Epoch 578/5000
148/148 [==============================] - 0s 34us/step - loss: 79748.3594 - mean_absolute_error: 242.3729 - val_loss: 137450.1938 - val_mean_absolute_error: 350.3540
Epoch 579/5000
148/148 [==============================] - 0s 27us/step - loss: 79705.4453 - mean_absolute_error: 242.3059 - val_loss: 137388.8225 - val_mean_absolute_error: 350.2744
Epoch 580/5000
148/148 [==============================] - 0s 34us/step - loss: 79662.5312 - mean_absolute_error: 242.2389 - val_loss: 137327.4358 - val_mean_absolute_error: 350.1948
Epoch 581/5000
148/148 [==============================] - 0s 34us/step - loss: 79619.5703 - mean_absolute_error: 242.1718 - val_loss: 137265.9413 - val_mean_absolute_error: 350.1150
Epoch 582/5000
148/148 [==============================] - 0s 27us/step - loss: 79576.5234 - mean_absolute_error: 242.1046 - val_loss: 137204.4312 - val_mean_absolute_error: 350.0352
Epoch 583/5000
148/148 [==============================] - 0s 27us/step - loss: 79533.4844 - mean_absolute_error: 242.0374 - val_loss: 137142.8594 - val_mean_absolute_error: 349.9554
Epoch 584/5000
148/148 [==============================] - 0s 34us/step - loss: 79490.3984 - mean_absolute_error: 241.9701 - val_loss: 137081.1800 - val_mean_absolute_error: 349.8754
Epoch 585/5000
148/148 [==============================] - 0s 27us/step - loss: 79447.2578 - mean_absolute_error: 241.9026 - val_loss: 137019.5310 - val_mean_absolute_error: 349.7953
Epoch 586/5000
148/148 [==============================] - 0s 20us/step - loss: 79404.0938 - mean_absolute_error: 241.8352 - val_loss: 136957.8054 - val_mean_absolute_error: 349.7152
Epoch 587/5000
148/148 [==============================] - 0s 34us/step - loss: 79360.9219 - mean_absolute_error: 241.7676 - val_loss: 136896.0331 - val_mean_absolute_error: 349.6349
Epoch 588/5000
148/148 [==============================] - 0s 34us/step - loss: 79317.6953 - mean_absolute_error: 241.7000 - val_loss: 136834.2146 - val_mean_absolute_error: 349.5545
Epoch 589/5000
148/148 [==============================] - 0s 27us/step - loss: 79274.4375 - mean_absolute_error: 241.6323 - val_loss: 136772.3346 - val_mean_absolute_error: 349.4742
Epoch 590/5000
148/148 [==============================] - 0s 34us/step - loss: 79231.1328 - mean_absolute_error: 241.5646 - val_loss: 136710.4083 - val_mean_absolute_error: 349.3936
Epoch 591/5000
148/148 [==============================] - 0s 27us/step - loss: 79187.8281 - mean_absolute_error: 241.4968 - val_loss: 136648.4204 - val_mean_absolute_error: 349.3130
Epoch 592/5000
148/148 [==============================] - 0s 27us/step - loss: 79144.4688 - mean_absolute_error: 241.4289 - val_loss: 136586.3554 - val_mean_absolute_error: 349.2323
Epoch 593/5000
148/148 [==============================] - 0s 34us/step - loss: 79101.0547 - mean_absolute_error: 241.3609 - val_loss: 136524.1971 - val_mean_absolute_error: 349.1514
Epoch 594/5000
148/148 [==============================] - 0s 27us/step - loss: 79057.5859 - mean_absolute_error: 241.2928 - val_loss: 136461.9921 - val_mean_absolute_error: 349.0704
Epoch 595/5000
148/148 [==============================] - 0s 27us/step - loss: 79014.1094 - mean_absolute_error: 241.2247 - val_loss: 136399.7404 - val_mean_absolute_error: 348.9893
Epoch 596/5000
148/148 [==============================] - 0s 34us/step - loss: 78970.6016 - mean_absolute_error: 241.1564 - val_loss: 136337.3954 - val_mean_absolute_error: 348.9082
Epoch 597/5000
148/148 [==============================] - 0s 20us/step - loss: 78927.0547 - mean_absolute_error: 241.0882 - val_loss: 136274.9729 - val_mean_absolute_error: 348.8269
Epoch 598/5000
148/148 [==============================] - 0s 34us/step - loss: 78883.4219 - mean_absolute_error: 241.0197 - val_loss: 136212.5038 - val_mean_absolute_error: 348.7455
Epoch 599/5000
148/148 [==============================] - 0s 34us/step - loss: 78839.7422 - mean_absolute_error: 240.9512 - val_loss: 136149.9729 - val_mean_absolute_error: 348.6640
Epoch 600/5000
148/148 [==============================] - 0s 27us/step - loss: 78796.0156 - mean_absolute_error: 240.8826 - val_loss: 136087.3335 - val_mean_absolute_error: 348.5824
Epoch 601/5000
148/148 [==============================] - 0s 27us/step - loss: 78752.2422 - mean_absolute_error: 240.8139 - val_loss: 136024.6323 - val_mean_absolute_error: 348.5006
Epoch 602/5000
148/148 [==============================] - 0s 27us/step - loss: 78708.4219 - mean_absolute_error: 240.7451 - val_loss: 135961.8846 - val_mean_absolute_error: 348.4189
Epoch 603/5000
148/148 [==============================] - 0s 27us/step - loss: 78664.5703 - mean_absolute_error: 240.6763 - val_loss: 135899.0902 - val_mean_absolute_error: 348.3369
Epoch 604/5000
148/148 [==============================] - 0s 34us/step - loss: 78620.6719 - mean_absolute_error: 240.6073 - val_loss: 135836.2650 - val_mean_absolute_error: 348.2549
Epoch 605/5000
148/148 [==============================] - 0s 34us/step - loss: 78576.7500 - mean_absolute_error: 240.5383 - val_loss: 135773.3779 - val_mean_absolute_error: 348.1729
Epoch 606/5000
148/148 [==============================] - 0s 27us/step - loss: 78532.7812 - mean_absolute_error: 240.4692 - val_loss: 135710.4287 - val_mean_absolute_error: 348.0907
Epoch 607/5000
148/148 [==============================] - 0s 27us/step - loss: 78488.8047 - mean_absolute_error: 240.4000 - val_loss: 135647.4488 - val_mean_absolute_error: 348.0085
Epoch 608/5000
148/148 [==============================] - 0s 34us/step - loss: 78444.7734 - mean_absolute_error: 240.3308 - val_loss: 135584.3915 - val_mean_absolute_error: 347.9262
Epoch 609/5000
148/148 [==============================] - 0s 20us/step - loss: 78400.7188 - mean_absolute_error: 240.2615 - val_loss: 135521.2879 - val_mean_absolute_error: 347.8437
Epoch 610/5000
148/148 [==============================] - 0s 27us/step - loss: 78356.6406 - mean_absolute_error: 240.1920 - val_loss: 135458.1227 - val_mean_absolute_error: 347.7612
Epoch 611/5000
148/148 [==============================] - 0s 20us/step - loss: 78312.5234 - mean_absolute_error: 240.1226 - val_loss: 135394.9571 - val_mean_absolute_error: 347.6786
Epoch 612/5000
148/148 [==============================] - 0s 20us/step - loss: 78268.3828 - mean_absolute_error: 240.0531 - val_loss: 135331.7146 - val_mean_absolute_error: 347.5959
Epoch 613/5000
148/148 [==============================] - 0s 34us/step - loss: 78224.2109 - mean_absolute_error: 239.9835 - val_loss: 135268.4256 - val_mean_absolute_error: 347.5131
Epoch 614/5000
148/148 [==============================] - 0s 20us/step - loss: 78180.0156 - mean_absolute_error: 239.9138 - val_loss: 135205.0904 - val_mean_absolute_error: 347.4303
Epoch 615/5000
148/148 [==============================] - 0s 27us/step - loss: 78135.7734 - mean_absolute_error: 239.8441 - val_loss: 135141.7396 - val_mean_absolute_error: 347.3473
Epoch 616/5000
148/148 [==============================] - 0s 27us/step - loss: 78091.5234 - mean_absolute_error: 239.7742 - val_loss: 135078.3271 - val_mean_absolute_error: 347.2644
Epoch 617/5000
148/148 [==============================] - 0s 34us/step - loss: 78047.2500 - mean_absolute_error: 239.7043 - val_loss: 135014.8838 - val_mean_absolute_error: 347.1812
Epoch 618/5000
148/148 [==============================] - 0s 27us/step - loss: 78002.9297 - mean_absolute_error: 239.6344 - val_loss: 134951.3479 - val_mean_absolute_error: 347.0980
Epoch 619/5000
148/148 [==============================] - 0s 27us/step - loss: 77958.5625 - mean_absolute_error: 239.5643 - val_loss: 134887.8273 - val_mean_absolute_error: 347.0148
Epoch 620/5000
148/148 [==============================] - 0s 20us/step - loss: 77914.1875 - mean_absolute_error: 239.4942 - val_loss: 134824.2452 - val_mean_absolute_error: 346.9314
Epoch 621/5000
148/148 [==============================] - 0s 41us/step - loss: 77869.7656 - mean_absolute_error: 239.4240 - val_loss: 134760.5858 - val_mean_absolute_error: 346.8480
Epoch 622/5000
148/148 [==============================] - 0s 27us/step - loss: 77825.3125 - mean_absolute_error: 239.3537 - val_loss: 134696.8650 - val_mean_absolute_error: 346.7644
Epoch 623/5000
148/148 [==============================] - 0s 27us/step - loss: 77780.8281 - mean_absolute_error: 239.2833 - val_loss: 134633.0821 - val_mean_absolute_error: 346.6807
Epoch 624/5000
148/148 [==============================] - 0s 27us/step - loss: 77736.3281 - mean_absolute_error: 239.2128 - val_loss: 134569.2690 - val_mean_absolute_error: 346.5970
Epoch 625/5000
148/148 [==============================] - 0s 34us/step - loss: 77691.7891 - mean_absolute_error: 239.1423 - val_loss: 134505.3935 - val_mean_absolute_error: 346.5131
Epoch 626/5000
148/148 [==============================] - 0s 34us/step - loss: 77647.2266 - mean_absolute_error: 239.0718 - val_loss: 134441.4413 - val_mean_absolute_error: 346.4292
Epoch 627/5000
148/148 [==============================] - 0s 34us/step - loss: 77602.6250 - mean_absolute_error: 239.0012 - val_loss: 134377.4273 - val_mean_absolute_error: 346.3451
Epoch 628/5000
148/148 [==============================] - 0s 20us/step - loss: 77557.9922 - mean_absolute_error: 238.9304 - val_loss: 134313.4133 - val_mean_absolute_error: 346.2610
Epoch 629/5000
148/148 [==============================] - 0s 34us/step - loss: 77513.3438 - mean_absolute_error: 238.8596 - val_loss: 134249.3375 - val_mean_absolute_error: 346.1767
Epoch 630/5000
148/148 [==============================] - 0s 27us/step - loss: 77468.6641 - mean_absolute_error: 238.7888 - val_loss: 134185.2313 - val_mean_absolute_error: 346.0924
Epoch 631/5000
148/148 [==============================] - 0s 27us/step - loss: 77423.9766 - mean_absolute_error: 238.7179 - val_loss: 134121.0167 - val_mean_absolute_error: 346.0080
Epoch 632/5000
148/148 [==============================] - 0s 20us/step - loss: 77379.2188 - mean_absolute_error: 238.6469 - val_loss: 134056.8175 - val_mean_absolute_error: 345.9235
Epoch 633/5000
148/148 [==============================] - 0s 34us/step - loss: 77334.4766 - mean_absolute_error: 238.5759 - val_loss: 133992.5567 - val_mean_absolute_error: 345.8390
Epoch 634/5000
148/148 [==============================] - 0s 27us/step - loss: 77289.6953 - mean_absolute_error: 238.5047 - val_loss: 133928.2965 - val_mean_absolute_error: 345.7544
Epoch 635/5000
148/148 [==============================] - 0s 34us/step - loss: 77244.9141 - mean_absolute_error: 238.4336 - val_loss: 133863.9431 - val_mean_absolute_error: 345.6696
Epoch 636/5000
148/148 [==============================] - 0s 27us/step - loss: 77200.0859 - mean_absolute_error: 238.3623 - val_loss: 133799.5746 - val_mean_absolute_error: 345.5848
Epoch 637/5000
148/148 [==============================] - 0s 20us/step - loss: 77155.2344 - mean_absolute_error: 238.2911 - val_loss: 133735.1598 - val_mean_absolute_error: 345.5000
Epoch 638/5000
148/148 [==============================] - 0s 27us/step - loss: 77110.3281 - mean_absolute_error: 238.2196 - val_loss: 133670.6677 - val_mean_absolute_error: 345.4150
Epoch 639/5000
148/148 [==============================] - 0s 20us/step - loss: 77065.3438 - mean_absolute_error: 238.1481 - val_loss: 133606.1758 - val_mean_absolute_error: 345.3299
Epoch 640/5000
148/148 [==============================] - 0s 20us/step - loss: 77020.3750 - mean_absolute_error: 238.0765 - val_loss: 133541.6067 - val_mean_absolute_error: 345.2448
Epoch 641/5000
148/148 [==============================] - 0s 20us/step - loss: 76975.3516 - mean_absolute_error: 238.0048 - val_loss: 133476.9917 - val_mean_absolute_error: 345.1596
Epoch 642/5000
148/148 [==============================] - 0s 27us/step - loss: 76930.2812 - mean_absolute_error: 237.9330 - val_loss: 133412.3608 - val_mean_absolute_error: 345.0742
Epoch 643/5000
148/148 [==============================] - 0s 34us/step - loss: 76885.1719 - mean_absolute_error: 237.8612 - val_loss: 133347.6842 - val_mean_absolute_error: 344.9889
Epoch 644/5000
148/148 [==============================] - 0s 34us/step - loss: 76840.0312 - mean_absolute_error: 237.7892 - val_loss: 133282.8838 - val_mean_absolute_error: 344.9033
Epoch 645/5000
148/148 [==============================] - 0s 20us/step - loss: 76794.8359 - mean_absolute_error: 237.7171 - val_loss: 133218.0988 - val_mean_absolute_error: 344.8178
Epoch 646/5000
148/148 [==============================] - 0s 27us/step - loss: 76749.6406 - mean_absolute_error: 237.6450 - val_loss: 133153.2679 - val_mean_absolute_error: 344.7320
Epoch 647/5000
148/148 [==============================] - 0s 20us/step - loss: 76704.4062 - mean_absolute_error: 237.5728 - val_loss: 133088.3906 - val_mean_absolute_error: 344.6463
Epoch 648/5000
148/148 [==============================] - 0s 27us/step - loss: 76659.1562 - mean_absolute_error: 237.5005 - val_loss: 133023.4825 - val_mean_absolute_error: 344.5605
Epoch 649/5000
148/148 [==============================] - 0s 34us/step - loss: 76613.8750 - mean_absolute_error: 237.4282 - val_loss: 132958.5438 - val_mean_absolute_error: 344.4747
Epoch 650/5000
148/148 [==============================] - 0s 27us/step - loss: 76568.5469 - mean_absolute_error: 237.3557 - val_loss: 132893.5738 - val_mean_absolute_error: 344.3887
Epoch 651/5000
148/148 [==============================] - 0s 20us/step - loss: 76523.1641 - mean_absolute_error: 237.2832 - val_loss: 132828.5579 - val_mean_absolute_error: 344.3026
Epoch 652/5000
148/148 [==============================] - 0s 20us/step - loss: 76477.7578 - mean_absolute_error: 237.2106 - val_loss: 132763.4646 - val_mean_absolute_error: 344.2165
Epoch 653/5000
148/148 [==============================] - 0s 34us/step - loss: 76432.2812 - mean_absolute_error: 237.1377 - val_loss: 132698.3563 - val_mean_absolute_error: 344.1302
Epoch 654/5000
148/148 [==============================] - 0s 27us/step - loss: 76386.7969 - mean_absolute_error: 237.0650 - val_loss: 132633.1700 - val_mean_absolute_error: 344.0439
Epoch 655/5000
148/148 [==============================] - 0s 20us/step - loss: 76341.2500 - mean_absolute_error: 236.9921 - val_loss: 132567.9215 - val_mean_absolute_error: 343.9575
Epoch 656/5000
148/148 [==============================] - 0s 34us/step - loss: 76295.6797 - mean_absolute_error: 236.9191 - val_loss: 132502.5952 - val_mean_absolute_error: 343.8709
Epoch 657/5000
148/148 [==============================] - 0s 34us/step - loss: 76250.0781 - mean_absolute_error: 236.8460 - val_loss: 132437.2377 - val_mean_absolute_error: 343.7842
Epoch 658/5000
148/148 [==============================] - 0s 27us/step - loss: 76204.4375 - mean_absolute_error: 236.7729 - val_loss: 132371.8025 - val_mean_absolute_error: 343.6975
Epoch 659/5000
148/148 [==============================] - 0s 27us/step - loss: 76158.7812 - mean_absolute_error: 236.6998 - val_loss: 132306.2900 - val_mean_absolute_error: 343.6106
Epoch 660/5000
148/148 [==============================] - 0s 20us/step - loss: 76113.0938 - mean_absolute_error: 236.6265 - val_loss: 132240.6846 - val_mean_absolute_error: 343.5235
Epoch 661/5000
148/148 [==============================] - 0s 27us/step - loss: 76067.3594 - mean_absolute_error: 236.5532 - val_loss: 132175.0635 - val_mean_absolute_error: 343.4364
Epoch 662/5000
148/148 [==============================] - 0s 34us/step - loss: 76021.6172 - mean_absolute_error: 236.4798 - val_loss: 132109.4113 - val_mean_absolute_error: 343.3493
Epoch 663/5000
148/148 [==============================] - 0s 27us/step - loss: 75975.8516 - mean_absolute_error: 236.4063 - val_loss: 132043.7048 - val_mean_absolute_error: 343.2620
Epoch 664/5000
148/148 [==============================] - 0s 27us/step - loss: 75930.0703 - mean_absolute_error: 236.3328 - val_loss: 131977.9133 - val_mean_absolute_error: 343.1746
Epoch 665/5000
148/148 [==============================] - 0s 27us/step - loss: 75884.2344 - mean_absolute_error: 236.2592 - val_loss: 131912.1450 - val_mean_absolute_error: 343.0871
Epoch 666/5000
148/148 [==============================] - 0s 41us/step - loss: 75838.3828 - mean_absolute_error: 236.1855 - val_loss: 131846.2915 - val_mean_absolute_error: 342.9997
Epoch 667/5000
148/148 [==============================] - 0s 34us/step - loss: 75792.5234 - mean_absolute_error: 236.1118 - val_loss: 131780.3912 - val_mean_absolute_error: 342.9121
Epoch 668/5000
148/148 [==============================] - 0s 34us/step - loss: 75746.6328 - mean_absolute_error: 236.0380 - val_loss: 131714.4373 - val_mean_absolute_error: 342.8243
Epoch 669/5000
148/148 [==============================] - 0s 34us/step - loss: 75700.6641 - mean_absolute_error: 235.9640 - val_loss: 131648.4831 - val_mean_absolute_error: 342.7366
Epoch 670/5000
148/148 [==============================] - 0s 27us/step - loss: 75654.6953 - mean_absolute_error: 235.8900 - val_loss: 131582.4981 - val_mean_absolute_error: 342.6487
Epoch 671/5000
148/148 [==============================] - 0s 47us/step - loss: 75608.6953 - mean_absolute_error: 235.8160 - val_loss: 131516.4513 - val_mean_absolute_error: 342.5608
Epoch 672/5000
148/148 [==============================] - 0s 34us/step - loss: 75562.6719 - mean_absolute_error: 235.7418 - val_loss: 131450.3813 - val_mean_absolute_error: 342.4728
Epoch 673/5000
148/148 [==============================] - 0s 20us/step - loss: 75516.6406 - mean_absolute_error: 235.6676 - val_loss: 131384.2650 - val_mean_absolute_error: 342.3848
Epoch 674/5000
148/148 [==============================] - 0s 27us/step - loss: 75470.5703 - mean_absolute_error: 235.5934 - val_loss: 131318.1252 - val_mean_absolute_error: 342.2966
Epoch 675/5000
148/148 [==============================] - 0s 20us/step - loss: 75424.4766 - mean_absolute_error: 235.5190 - val_loss: 131251.9315 - val_mean_absolute_error: 342.2084
Epoch 676/5000
148/148 [==============================] - 0s 34us/step - loss: 75378.3281 - mean_absolute_error: 235.4445 - val_loss: 131185.6765 - val_mean_absolute_error: 342.1200
Epoch 677/5000
148/148 [==============================] - 0s 47us/step - loss: 75332.1484 - mean_absolute_error: 235.3700 - val_loss: 131119.4133 - val_mean_absolute_error: 342.0316
Epoch 678/5000
148/148 [==============================] - 0s 27us/step - loss: 75285.9297 - mean_absolute_error: 235.2954 - val_loss: 131053.0577 - val_mean_absolute_error: 341.9431
Epoch 679/5000
148/148 [==============================] - 0s 20us/step - loss: 75239.6641 - mean_absolute_error: 235.2207 - val_loss: 130986.6867 - val_mean_absolute_error: 341.8545
Epoch 680/5000
148/148 [==============================] - 0s 27us/step - loss: 75193.4062 - mean_absolute_error: 235.1460 - val_loss: 130920.2925 - val_mean_absolute_error: 341.7659
Epoch 681/5000
148/148 [==============================] - 0s 34us/step - loss: 75147.1250 - mean_absolute_error: 235.0712 - val_loss: 130853.8523 - val_mean_absolute_error: 341.6772
Epoch 682/5000
148/148 [==============================] - 0s 27us/step - loss: 75100.8047 - mean_absolute_error: 234.9962 - val_loss: 130787.3500 - val_mean_absolute_error: 341.5883
Epoch 683/5000
148/148 [==============================] - 0s 27us/step - loss: 75054.4766 - mean_absolute_error: 234.9213 - val_loss: 130720.8633 - val_mean_absolute_error: 341.4995
Epoch 684/5000
148/148 [==============================] - 0s 20us/step - loss: 75008.1172 - mean_absolute_error: 234.8463 - val_loss: 130654.3075 - val_mean_absolute_error: 341.4105
Epoch 685/5000
148/148 [==============================] - 0s 34us/step - loss: 74961.7344 - mean_absolute_error: 234.7712 - val_loss: 130587.7050 - val_mean_absolute_error: 341.3215
Epoch 686/5000
148/148 [==============================] - 0s 34us/step - loss: 74915.3438 - mean_absolute_error: 234.6961 - val_loss: 130521.0721 - val_mean_absolute_error: 341.2323
Epoch 687/5000
148/148 [==============================] - 0s 34us/step - loss: 74868.9219 - mean_absolute_error: 234.6208 - val_loss: 130454.4387 - val_mean_absolute_error: 341.1431
Epoch 688/5000
148/148 [==============================] - 0s 20us/step - loss: 74822.4844 - mean_absolute_error: 234.5456 - val_loss: 130387.7285 - val_mean_absolute_error: 341.0538
Epoch 689/5000
148/148 [==============================] - 0s 27us/step - loss: 74776.0312 - mean_absolute_error: 234.4702 - val_loss: 130320.9721 - val_mean_absolute_error: 340.9644
Epoch 690/5000
148/148 [==============================] - 0s 34us/step - loss: 74729.5312 - mean_absolute_error: 234.3948 - val_loss: 130254.2079 - val_mean_absolute_error: 340.8750
Epoch 691/5000
148/148 [==============================] - 0s 27us/step - loss: 74683.0312 - mean_absolute_error: 234.3193 - val_loss: 130187.4056 - val_mean_absolute_error: 340.7855
Epoch 692/5000
148/148 [==============================] - 0s 20us/step - loss: 74636.5234 - mean_absolute_error: 234.2438 - val_loss: 130120.5875 - val_mean_absolute_error: 340.6959
Epoch 693/5000
148/148 [==============================] - 0s 27us/step - loss: 74589.9844 - mean_absolute_error: 234.1682 - val_loss: 130053.7231 - val_mean_absolute_error: 340.6063
Epoch 694/5000
148/148 [==============================] - 0s 27us/step - loss: 74543.4219 - mean_absolute_error: 234.0925 - val_loss: 129986.8356 - val_mean_absolute_error: 340.5166
Epoch 695/5000
148/148 [==============================] - 0s 27us/step - loss: 74496.8672 - mean_absolute_error: 234.0168 - val_loss: 129919.9175 - val_mean_absolute_error: 340.4268
Epoch 696/5000
148/148 [==============================] - 0s 34us/step - loss: 74450.2734 - mean_absolute_error: 233.9410 - val_loss: 129852.9454 - val_mean_absolute_error: 340.3369
Epoch 697/5000
148/148 [==============================] - 0s 34us/step - loss: 74403.6719 - mean_absolute_error: 233.8652 - val_loss: 129785.9500 - val_mean_absolute_error: 340.2469
Epoch 698/5000
148/148 [==============================] - 0s 27us/step - loss: 74357.0469 - mean_absolute_error: 233.7892 - val_loss: 129718.9396 - val_mean_absolute_error: 340.1569
Epoch 699/5000
148/148 [==============================] - 0s 20us/step - loss: 74310.4062 - mean_absolute_error: 233.7132 - val_loss: 129651.8748 - val_mean_absolute_error: 340.0669
Epoch 700/5000
148/148 [==============================] - 0s 41us/step - loss: 74263.7422 - mean_absolute_error: 233.6372 - val_loss: 129584.7485 - val_mean_absolute_error: 339.9766
Epoch 701/5000
148/148 [==============================] - 0s 41us/step - loss: 74217.0234 - mean_absolute_error: 233.5610 - val_loss: 129517.6302 - val_mean_absolute_error: 339.8863
Epoch 702/5000
148/148 [==============================] - 0s 34us/step - loss: 74170.3047 - mean_absolute_error: 233.4848 - val_loss: 129450.4037 - val_mean_absolute_error: 339.7958
Epoch 703/5000
148/148 [==============================] - 0s 20us/step - loss: 74123.5312 - mean_absolute_error: 233.4084 - val_loss: 129383.2238 - val_mean_absolute_error: 339.7053
Epoch 704/5000
148/148 [==============================] - 0s 27us/step - loss: 74076.7656 - mean_absolute_error: 233.3321 - val_loss: 129315.9894 - val_mean_absolute_error: 339.6148
Epoch 705/5000
148/148 [==============================] - 0s 34us/step - loss: 74029.9766 - mean_absolute_error: 233.2556 - val_loss: 129248.7015 - val_mean_absolute_error: 339.5241
Epoch 706/5000
148/148 [==============================] - 0s 27us/step - loss: 73983.1406 - mean_absolute_error: 233.1790 - val_loss: 129181.4212 - val_mean_absolute_error: 339.4335
Epoch 707/5000
148/148 [==============================] - 0s 20us/step - loss: 73936.3125 - mean_absolute_error: 233.1024 - val_loss: 129114.1025 - val_mean_absolute_error: 339.3427
Epoch 708/5000
148/148 [==============================] - 0s 34us/step - loss: 73889.4688 - mean_absolute_error: 233.0257 - val_loss: 129046.7375 - val_mean_absolute_error: 339.2518
Epoch 709/5000
148/148 [==============================] - 0s 27us/step - loss: 73842.5703 - mean_absolute_error: 232.9488 - val_loss: 128979.3648 - val_mean_absolute_error: 339.1609
Epoch 710/5000
148/148 [==============================] - 0s 20us/step - loss: 73795.6797 - mean_absolute_error: 232.8720 - val_loss: 128911.9842 - val_mean_absolute_error: 339.0699
Epoch 711/5000
148/148 [==============================] - 0s 27us/step - loss: 73748.7578 - mean_absolute_error: 232.7951 - val_loss: 128844.5346 - val_mean_absolute_error: 338.9789
Epoch 712/5000
148/148 [==============================] - 0s 34us/step - loss: 73701.7891 - mean_absolute_error: 232.7181 - val_loss: 128776.9923 - val_mean_absolute_error: 338.8877
Epoch 713/5000
148/148 [==============================] - 0s 20us/step - loss: 73654.7969 - mean_absolute_error: 232.6410 - val_loss: 128709.4115 - val_mean_absolute_error: 338.7963
Epoch 714/5000
148/148 [==============================] - 0s 27us/step - loss: 73607.7891 - mean_absolute_error: 232.5638 - val_loss: 128641.7690 - val_mean_absolute_error: 338.7050
Epoch 715/5000
148/148 [==============================] - 0s 20us/step - loss: 73560.7578 - mean_absolute_error: 232.4866 - val_loss: 128574.0956 - val_mean_absolute_error: 338.6135
Epoch 716/5000
148/148 [==============================] - 0s 34us/step - loss: 73513.7109 - mean_absolute_error: 232.4094 - val_loss: 128506.3919 - val_mean_absolute_error: 338.5219
Epoch 717/5000
148/148 [==============================] - 0s 27us/step - loss: 73466.6406 - mean_absolute_error: 232.3321 - val_loss: 128438.6492 - val_mean_absolute_error: 338.4303
Epoch 718/5000
148/148 [==============================] - 0s 34us/step - loss: 73419.5469 - mean_absolute_error: 232.2547 - val_loss: 128370.8683 - val_mean_absolute_error: 338.3386
Epoch 719/5000
148/148 [==============================] - 0s 34us/step - loss: 73372.4375 - mean_absolute_error: 232.1772 - val_loss: 128303.0485 - val_mean_absolute_error: 338.2468
Epoch 720/5000
148/148 [==============================] - 0s 34us/step - loss: 73325.3281 - mean_absolute_error: 232.0997 - val_loss: 128235.2058 - val_mean_absolute_error: 338.1549
Epoch 721/5000
148/148 [==============================] - 0s 34us/step - loss: 73278.1719 - mean_absolute_error: 232.0221 - val_loss: 128167.3092 - val_mean_absolute_error: 338.0630
Epoch 722/5000
148/148 [==============================] - 0s 34us/step - loss: 73231.0234 - mean_absolute_error: 231.9444 - val_loss: 128099.3665 - val_mean_absolute_error: 337.9709
Epoch 723/5000
148/148 [==============================] - 0s 27us/step - loss: 73183.8281 - mean_absolute_error: 231.8667 - val_loss: 128031.4081 - val_mean_absolute_error: 337.8788
Epoch 724/5000
148/148 [==============================] - 0s 27us/step - loss: 73136.6328 - mean_absolute_error: 231.7890 - val_loss: 127963.4267 - val_mean_absolute_error: 337.7866
Epoch 725/5000
148/148 [==============================] - 0s 20us/step - loss: 73089.4219 - mean_absolute_error: 231.7111 - val_loss: 127895.4300 - val_mean_absolute_error: 337.6944
Epoch 726/5000
148/148 [==============================] - 0s 27us/step - loss: 73042.2109 - mean_absolute_error: 231.6332 - val_loss: 127827.3562 - val_mean_absolute_error: 337.6020
Epoch 727/5000
148/148 [==============================] - 0s 34us/step - loss: 72994.9453 - mean_absolute_error: 231.5552 - val_loss: 127759.2512 - val_mean_absolute_error: 337.5096
Epoch 728/5000
148/148 [==============================] - 0s 27us/step - loss: 72947.6250 - mean_absolute_error: 231.4772 - val_loss: 127691.1315 - val_mean_absolute_error: 337.4171
Epoch 729/5000
148/148 [==============================] - 0s 20us/step - loss: 72900.2734 - mean_absolute_error: 231.3990 - val_loss: 127622.9419 - val_mean_absolute_error: 337.3245
Epoch 730/5000
148/148 [==============================] - 0s 27us/step - loss: 72852.8906 - mean_absolute_error: 231.3207 - val_loss: 127554.7063 - val_mean_absolute_error: 337.2318
Epoch 731/5000
148/148 [==============================] - 0s 27us/step - loss: 72805.4766 - mean_absolute_error: 231.2423 - val_loss: 127486.4398 - val_mean_absolute_error: 337.1390
Epoch 732/5000
148/148 [==============================] - 0s 27us/step - loss: 72758.0469 - mean_absolute_error: 231.1639 - val_loss: 127418.0810 - val_mean_absolute_error: 337.0461
Epoch 733/5000
148/148 [==============================] - 0s 34us/step - loss: 72710.5703 - mean_absolute_error: 231.0854 - val_loss: 127349.7452 - val_mean_absolute_error: 336.9531
Epoch 734/5000
148/148 [==============================] - 0s 34us/step - loss: 72663.1094 - mean_absolute_error: 231.0068 - val_loss: 127281.3633 - val_mean_absolute_error: 336.8600
Epoch 735/5000
148/148 [==============================] - 0s 27us/step - loss: 72615.5938 - mean_absolute_error: 230.9282 - val_loss: 127212.8810 - val_mean_absolute_error: 336.7669
Epoch 736/5000
148/148 [==============================] - 0s 27us/step - loss: 72568.0703 - mean_absolute_error: 230.8494 - val_loss: 127144.3448 - val_mean_absolute_error: 336.6735
Epoch 737/5000
148/148 [==============================] - 0s 27us/step - loss: 72520.5078 - mean_absolute_error: 230.7706 - val_loss: 127075.6929 - val_mean_absolute_error: 336.5801
Epoch 738/5000
148/148 [==============================] - 0s 27us/step - loss: 72472.9219 - mean_absolute_error: 230.6917 - val_loss: 127007.0567 - val_mean_absolute_error: 336.4865
Epoch 739/5000
148/148 [==============================] - 0s 27us/step - loss: 72425.3281 - mean_absolute_error: 230.6127 - val_loss: 126938.3819 - val_mean_absolute_error: 336.3930
Epoch 740/5000
148/148 [==============================] - 0s 34us/step - loss: 72377.7188 - mean_absolute_error: 230.5337 - val_loss: 126869.6760 - val_mean_absolute_error: 336.2993
Epoch 741/5000
148/148 [==============================] - 0s 20us/step - loss: 72330.1016 - mean_absolute_error: 230.4546 - val_loss: 126800.8933 - val_mean_absolute_error: 336.2055
Epoch 742/5000
148/148 [==============================] - 0s 27us/step - loss: 72282.4297 - mean_absolute_error: 230.3754 - val_loss: 126732.1260 - val_mean_absolute_error: 336.1116
Epoch 743/5000
148/148 [==============================] - 0s 20us/step - loss: 72234.7734 - mean_absolute_error: 230.2962 - val_loss: 126663.3356 - val_mean_absolute_error: 336.0177
Epoch 744/5000
148/148 [==============================] - 0s 34us/step - loss: 72187.1172 - mean_absolute_error: 230.2170 - val_loss: 126594.4990 - val_mean_absolute_error: 335.9237
Epoch 745/5000
148/148 [==============================] - 0s 27us/step - loss: 72139.4297 - mean_absolute_error: 230.1376 - val_loss: 126525.6471 - val_mean_absolute_error: 335.8297
Epoch 746/5000
148/148 [==============================] - 0s 20us/step - loss: 72091.7344 - mean_absolute_error: 230.0582 - val_loss: 126456.7565 - val_mean_absolute_error: 335.7356
Epoch 747/5000
148/148 [==============================] - 0s 41us/step - loss: 72044.0312 - mean_absolute_error: 229.9788 - val_loss: 126387.8196 - val_mean_absolute_error: 335.6413
Epoch 748/5000
148/148 [==============================] - 0s 27us/step - loss: 71996.2812 - mean_absolute_error: 229.8992 - val_loss: 126318.8750 - val_mean_absolute_error: 335.5470
Epoch 749/5000
148/148 [==============================] - 0s 27us/step - loss: 71948.5547 - mean_absolute_error: 229.8197 - val_loss: 126249.9073 - val_mean_absolute_error: 335.4527
Epoch 750/5000
148/148 [==============================] - 0s 20us/step - loss: 71900.8047 - mean_absolute_error: 229.7400 - val_loss: 126180.9244 - val_mean_absolute_error: 335.3583
Epoch 751/5000
148/148 [==============================] - 0s 20us/step - loss: 71853.0391 - mean_absolute_error: 229.6603 - val_loss: 126111.9106 - val_mean_absolute_error: 335.2638
Epoch 752/5000
148/148 [==============================] - 0s 34us/step - loss: 71805.2734 - mean_absolute_error: 229.5806 - val_loss: 126042.8813 - val_mean_absolute_error: 335.1692
Epoch 753/5000
148/148 [==============================] - 0s 27us/step - loss: 71757.4766 - mean_absolute_error: 229.5007 - val_loss: 125973.8137 - val_mean_absolute_error: 335.0746
Epoch 754/5000
148/148 [==============================] - 0s 27us/step - loss: 71709.6875 - mean_absolute_error: 229.4209 - val_loss: 125904.7304 - val_mean_absolute_error: 334.9799
Epoch 755/5000
148/148 [==============================] - 0s 27us/step - loss: 71661.8828 - mean_absolute_error: 229.3410 - val_loss: 125835.6008 - val_mean_absolute_error: 334.8851
Epoch 756/5000
148/148 [==============================] - 0s 27us/step - loss: 71614.0703 - mean_absolute_error: 229.2610 - val_loss: 125766.4871 - val_mean_absolute_error: 334.7903
Epoch 757/5000
148/148 [==============================] - 0s 34us/step - loss: 71566.2344 - mean_absolute_error: 229.1810 - val_loss: 125697.3113 - val_mean_absolute_error: 334.6954
Epoch 758/5000
148/148 [==============================] - 0s 27us/step - loss: 71518.4062 - mean_absolute_error: 229.1008 - val_loss: 125628.1435 - val_mean_absolute_error: 334.6004
Epoch 759/5000
148/148 [==============================] - 0s 34us/step - loss: 71470.5469 - mean_absolute_error: 229.0207 - val_loss: 125558.9373 - val_mean_absolute_error: 334.5054
Epoch 760/5000
148/148 [==============================] - 0s 20us/step - loss: 71422.6797 - mean_absolute_error: 228.9405 - val_loss: 125489.7154 - val_mean_absolute_error: 334.4103
Epoch 761/5000
148/148 [==============================] - 0s 34us/step - loss: 71374.8203 - mean_absolute_error: 228.8602 - val_loss: 125420.4704 - val_mean_absolute_error: 334.3151
Epoch 762/5000
148/148 [==============================] - 0s 34us/step - loss: 71326.9375 - mean_absolute_error: 228.7799 - val_loss: 125351.2023 - val_mean_absolute_error: 334.2199
Epoch 763/5000
148/148 [==============================] - 0s 27us/step - loss: 71279.0469 - mean_absolute_error: 228.6995 - val_loss: 125281.8725 - val_mean_absolute_error: 334.1246
Epoch 764/5000
148/148 [==============================] - 0s 20us/step - loss: 71231.1250 - mean_absolute_error: 228.6191 - val_loss: 125212.5581 - val_mean_absolute_error: 334.0291
Epoch 765/5000
148/148 [==============================] - 0s 34us/step - loss: 71183.2109 - mean_absolute_error: 228.5386 - val_loss: 125143.2056 - val_mean_absolute_error: 333.9336
Epoch 766/5000
148/148 [==============================] - 0s 20us/step - loss: 71135.2891 - mean_absolute_error: 228.4580 - val_loss: 125073.8373 - val_mean_absolute_error: 333.8381
Epoch 767/5000
148/148 [==============================] - 0s 34us/step - loss: 71087.3672 - mean_absolute_error: 228.3774 - val_loss: 125004.4304 - val_mean_absolute_error: 333.7425
Epoch 768/5000
148/148 [==============================] - 0s 41us/step - loss: 71039.4297 - mean_absolute_error: 228.2968 - val_loss: 124935.0163 - val_mean_absolute_error: 333.6469
Epoch 769/5000
148/148 [==============================] - 0s 27us/step - loss: 70991.4766 - mean_absolute_error: 228.2161 - val_loss: 124865.5863 - val_mean_absolute_error: 333.5511
Epoch 770/5000
148/148 [==============================] - 0s 27us/step - loss: 70943.5234 - mean_absolute_error: 228.1352 - val_loss: 124796.1256 - val_mean_absolute_error: 333.4553
Epoch 771/5000
148/148 [==============================] - 0s 27us/step - loss: 70895.5469 - mean_absolute_error: 228.0544 - val_loss: 124726.6340 - val_mean_absolute_error: 333.3594
Epoch 772/5000
148/148 [==============================] - 0s 34us/step - loss: 70847.5781 - mean_absolute_error: 227.9736 - val_loss: 124657.1348 - val_mean_absolute_error: 333.2635
Epoch 773/5000
148/148 [==============================] - 0s 34us/step - loss: 70799.5859 - mean_absolute_error: 227.8926 - val_loss: 124587.6281 - val_mean_absolute_error: 333.1674
Epoch 774/5000
148/148 [==============================] - 0s 34us/step - loss: 70751.5938 - mean_absolute_error: 227.8116 - val_loss: 124518.0748 - val_mean_absolute_error: 333.0714
Epoch 775/5000
148/148 [==============================] - 0s 27us/step - loss: 70703.5938 - mean_absolute_error: 227.7306 - val_loss: 124448.4833 - val_mean_absolute_error: 332.9752
Epoch 776/5000
148/148 [==============================] - 0s 27us/step - loss: 70655.5625 - mean_absolute_error: 227.6495 - val_loss: 124378.8452 - val_mean_absolute_error: 332.8789
Epoch 777/5000
148/148 [==============================] - 0s 20us/step - loss: 70607.5312 - mean_absolute_error: 227.5683 - val_loss: 124309.2075 - val_mean_absolute_error: 332.7826
Epoch 778/5000
148/148 [==============================] - 0s 20us/step - loss: 70559.5156 - mean_absolute_error: 227.4871 - val_loss: 124239.5312 - val_mean_absolute_error: 332.6862
Epoch 779/5000
148/148 [==============================] - 0s 41us/step - loss: 70511.4766 - mean_absolute_error: 227.4058 - val_loss: 124169.8165 - val_mean_absolute_error: 332.5897
Epoch 780/5000
148/148 [==============================] - 0s 34us/step - loss: 70463.4062 - mean_absolute_error: 227.3245 - val_loss: 124100.1012 - val_mean_absolute_error: 332.4932
Epoch 781/5000
148/148 [==============================] - 0s 27us/step - loss: 70415.3594 - mean_absolute_error: 227.2431 - val_loss: 124030.3633 - val_mean_absolute_error: 332.3966
Epoch 782/5000
148/148 [==============================] - 0s 27us/step - loss: 70367.2891 - mean_absolute_error: 227.1617 - val_loss: 123960.6177 - val_mean_absolute_error: 332.2999
Epoch 783/5000
148/148 [==============================] - 0s 34us/step - loss: 70319.2188 - mean_absolute_error: 227.0802 - val_loss: 123890.8488 - val_mean_absolute_error: 332.2031
Epoch 784/5000
148/148 [==============================] - 0s 27us/step - loss: 70271.1328 - mean_absolute_error: 226.9987 - val_loss: 123821.0567 - val_mean_absolute_error: 332.1063
Epoch 785/5000
148/148 [==============================] - 0s 27us/step - loss: 70223.0312 - mean_absolute_error: 226.9170 - val_loss: 123751.2650 - val_mean_absolute_error: 332.0095
Epoch 786/5000
148/148 [==============================] - 0s 27us/step - loss: 70174.9219 - mean_absolute_error: 226.8354 - val_loss: 123681.4113 - val_mean_absolute_error: 331.9125
Epoch 787/5000
148/148 [==============================] - 0s 34us/step - loss: 70126.8281 - mean_absolute_error: 226.7536 - val_loss: 123611.5808 - val_mean_absolute_error: 331.8155
Epoch 788/5000
148/148 [==============================] - 0s 34us/step - loss: 70078.7031 - mean_absolute_error: 226.6719 - val_loss: 123541.7196 - val_mean_absolute_error: 331.7185
Epoch 789/5000
148/148 [==============================] - 0s 20us/step - loss: 70030.5859 - mean_absolute_error: 226.5900 - val_loss: 123471.7890 - val_mean_absolute_error: 331.6213
Epoch 790/5000
148/148 [==============================] - 0s 47us/step - loss: 69982.4375 - mean_absolute_error: 226.5081 - val_loss: 123401.8892 - val_mean_absolute_error: 331.5241
Epoch 791/5000
148/148 [==============================] - 0s 27us/step - loss: 69934.2734 - mean_absolute_error: 226.4261 - val_loss: 123331.9354 - val_mean_absolute_error: 331.4269
Epoch 792/5000
148/148 [==============================] - 0s 27us/step - loss: 69886.0859 - mean_absolute_error: 226.3440 - val_loss: 123262.0202 - val_mean_absolute_error: 331.3296
Epoch 793/5000
148/148 [==============================] - 0s 27us/step - loss: 69837.8906 - mean_absolute_error: 226.2619 - val_loss: 123192.0048 - val_mean_absolute_error: 331.2322
Epoch 794/5000
148/148 [==============================] - 0s 34us/step - loss: 69789.6328 - mean_absolute_error: 226.1796 - val_loss: 123122.0125 - val_mean_absolute_error: 331.1347
Epoch 795/5000
148/148 [==============================] - 0s 34us/step - loss: 69741.3594 - mean_absolute_error: 226.0973 - val_loss: 123052.0048 - val_mean_absolute_error: 331.0371
Epoch 796/5000
148/148 [==============================] - 0s 34us/step - loss: 69693.0781 - mean_absolute_error: 226.0149 - val_loss: 122981.9665 - val_mean_absolute_error: 330.9395
Epoch 797/5000
148/148 [==============================] - 0s 27us/step - loss: 69644.7812 - mean_absolute_error: 225.9325 - val_loss: 122911.8971 - val_mean_absolute_error: 330.8419
Epoch 798/5000
148/148 [==============================] - 0s 20us/step - loss: 69596.4766 - mean_absolute_error: 225.8499 - val_loss: 122841.8048 - val_mean_absolute_error: 330.7440
Epoch 799/5000
148/148 [==============================] - 0s 34us/step - loss: 69548.1719 - mean_absolute_error: 225.7674 - val_loss: 122771.6890 - val_mean_absolute_error: 330.6462
Epoch 800/5000
148/148 [==============================] - 0s 34us/step - loss: 69499.8359 - mean_absolute_error: 225.6848 - val_loss: 122701.5658 - val_mean_absolute_error: 330.5483
Epoch 801/5000
148/148 [==============================] - 0s 20us/step - loss: 69451.4531 - mean_absolute_error: 225.6020 - val_loss: 122631.3808 - val_mean_absolute_error: 330.4503
Epoch 802/5000
148/148 [==============================] - 0s 20us/step - loss: 69403.0391 - mean_absolute_error: 225.5192 - val_loss: 122561.1727 - val_mean_absolute_error: 330.3523
Epoch 803/5000
148/148 [==============================] - 0s 34us/step - loss: 69354.6172 - mean_absolute_error: 225.4363 - val_loss: 122490.9419 - val_mean_absolute_error: 330.2541
Epoch 804/5000
148/148 [==============================] - 0s 34us/step - loss: 69306.1719 - mean_absolute_error: 225.3534 - val_loss: 122420.6798 - val_mean_absolute_error: 330.1559
Epoch 805/5000
148/148 [==============================] - 0s 27us/step - loss: 69257.7266 - mean_absolute_error: 225.2704 - val_loss: 122350.3640 - val_mean_absolute_error: 330.0576
Epoch 806/5000
148/148 [==============================] - 0s 27us/step - loss: 69209.2422 - mean_absolute_error: 225.1873 - val_loss: 122280.0325 - val_mean_absolute_error: 329.9592
Epoch 807/5000
148/148 [==============================] - 0s 27us/step - loss: 69160.7656 - mean_absolute_error: 225.1042 - val_loss: 122209.6781 - val_mean_absolute_error: 329.8608
Epoch 808/5000
148/148 [==============================] - 0s 27us/step - loss: 69112.2734 - mean_absolute_error: 225.0211 - val_loss: 122139.3083 - val_mean_absolute_error: 329.7623
Epoch 809/5000
148/148 [==============================] - 0s 27us/step - loss: 69063.7734 - mean_absolute_error: 224.9378 - val_loss: 122068.8923 - val_mean_absolute_error: 329.6637
Epoch 810/5000
148/148 [==============================] - 0s 27us/step - loss: 69015.2344 - mean_absolute_error: 224.8545 - val_loss: 121998.4452 - val_mean_absolute_error: 329.5650
Epoch 811/5000
148/148 [==============================] - 0s 20us/step - loss: 68966.6641 - mean_absolute_error: 224.7710 - val_loss: 121927.9908 - val_mean_absolute_error: 329.4663
Epoch 812/5000
148/148 [==============================] - 0s 27us/step - loss: 68918.0938 - mean_absolute_error: 224.6876 - val_loss: 121857.5208 - val_mean_absolute_error: 329.3675
Epoch 813/5000
148/148 [==============================] - 0s 27us/step - loss: 68869.5234 - mean_absolute_error: 224.6041 - val_loss: 121787.0200 - val_mean_absolute_error: 329.2686
Epoch 814/5000
148/148 [==============================] - 0s 27us/step - loss: 68820.9531 - mean_absolute_error: 224.5205 - val_loss: 121716.4650 - val_mean_absolute_error: 329.1695
Epoch 815/5000
148/148 [==============================] - 0s 34us/step - loss: 68772.3281 - mean_absolute_error: 224.4368 - val_loss: 121645.8950 - val_mean_absolute_error: 329.0705
Epoch 816/5000
148/148 [==============================] - 0s 27us/step - loss: 68723.7266 - mean_absolute_error: 224.3531 - val_loss: 121575.3248 - val_mean_absolute_error: 328.9714
Epoch 817/5000
148/148 [==============================] - 0s 27us/step - loss: 68675.1250 - mean_absolute_error: 224.2694 - val_loss: 121504.7315 - val_mean_absolute_error: 328.8722
Epoch 818/5000
148/148 [==============================] - 0s 20us/step - loss: 68626.4766 - mean_absolute_error: 224.1855 - val_loss: 121434.0690 - val_mean_absolute_error: 328.7729
Epoch 819/5000
148/148 [==============================] - 0s 27us/step - loss: 68577.7891 - mean_absolute_error: 224.1016 - val_loss: 121363.4065 - val_mean_absolute_error: 328.6736
Epoch 820/5000
148/148 [==============================] - 0s 34us/step - loss: 68529.0781 - mean_absolute_error: 224.0176 - val_loss: 121292.7056 - val_mean_absolute_error: 328.5741
Epoch 821/5000
148/148 [==============================] - 0s 34us/step - loss: 68480.3750 - mean_absolute_error: 223.9335 - val_loss: 121221.9508 - val_mean_absolute_error: 328.4746
Epoch 822/5000
148/148 [==============================] - 0s 20us/step - loss: 68431.6406 - mean_absolute_error: 223.8495 - val_loss: 121151.1962 - val_mean_absolute_error: 328.3750
Epoch 823/5000
148/148 [==============================] - 0s 27us/step - loss: 68382.8984 - mean_absolute_error: 223.7653 - val_loss: 121080.3954 - val_mean_absolute_error: 328.2753
Epoch 824/5000
148/148 [==============================] - 0s 20us/step - loss: 68334.1641 - mean_absolute_error: 223.6811 - val_loss: 121009.5715 - val_mean_absolute_error: 328.1756
Epoch 825/5000
148/148 [==============================] - 0s 27us/step - loss: 68285.3984 - mean_absolute_error: 223.5968 - val_loss: 120938.7244 - val_mean_absolute_error: 328.0757
Epoch 826/5000
148/148 [==============================] - 0s 20us/step - loss: 68236.6250 - mean_absolute_error: 223.5125 - val_loss: 120867.8623 - val_mean_absolute_error: 327.9758
Epoch 827/5000
148/148 [==============================] - 0s 34us/step - loss: 68187.8594 - mean_absolute_error: 223.4281 - val_loss: 120796.9462 - val_mean_absolute_error: 327.8757
Epoch 828/5000
148/148 [==============================] - 0s 41us/step - loss: 68139.0781 - mean_absolute_error: 223.3437 - val_loss: 120726.0606 - val_mean_absolute_error: 327.7756
Epoch 829/5000
148/148 [==============================] - 0s 20us/step - loss: 68090.2812 - mean_absolute_error: 223.2592 - val_loss: 120655.0983 - val_mean_absolute_error: 327.6755
Epoch 830/5000
148/148 [==============================] - 0s 27us/step - loss: 68041.4688 - mean_absolute_error: 223.1746 - val_loss: 120584.1438 - val_mean_absolute_error: 327.5753
Epoch 831/5000
148/148 [==============================] - 0s 20us/step - loss: 67992.6484 - mean_absolute_error: 223.0900 - val_loss: 120513.1583 - val_mean_absolute_error: 327.4750
Epoch 832/5000
148/148 [==============================] - 0s 34us/step - loss: 67943.8281 - mean_absolute_error: 223.0053 - val_loss: 120442.1421 - val_mean_absolute_error: 327.3746
Epoch 833/5000
148/148 [==============================] - 0s 20us/step - loss: 67894.9844 - mean_absolute_error: 222.9205 - val_loss: 120371.1104 - val_mean_absolute_error: 327.2741
Epoch 834/5000
148/148 [==============================] - 0s 27us/step - loss: 67846.1641 - mean_absolute_error: 222.8357 - val_loss: 120300.0710 - val_mean_absolute_error: 327.1737
Epoch 835/5000
148/148 [==============================] - 0s 27us/step - loss: 67797.3203 - mean_absolute_error: 222.7509 - val_loss: 120229.0240 - val_mean_absolute_error: 327.0731
Epoch 836/5000
148/148 [==============================] - 0s 27us/step - loss: 67748.4766 - mean_absolute_error: 222.6660 - val_loss: 120157.9540 - val_mean_absolute_error: 326.9725
Epoch 837/5000
148/148 [==============================] - 0s 20us/step - loss: 67699.6328 - mean_absolute_error: 222.5811 - val_loss: 120086.8685 - val_mean_absolute_error: 326.8717
Epoch 838/5000
148/148 [==============================] - 0s 27us/step - loss: 67650.7734 - mean_absolute_error: 222.4960 - val_loss: 120015.7213 - val_mean_absolute_error: 326.7709
Epoch 839/5000
148/148 [==============================] - 0s 27us/step - loss: 67601.9062 - mean_absolute_error: 222.4110 - val_loss: 119944.5971 - val_mean_absolute_error: 326.6700
Epoch 840/5000
148/148 [==============================] - 0s 34us/step - loss: 67553.0391 - mean_absolute_error: 222.3259 - val_loss: 119873.4733 - val_mean_absolute_error: 326.5692
Epoch 841/5000
148/148 [==============================] - 0s 34us/step - loss: 67504.1797 - mean_absolute_error: 222.2407 - val_loss: 119802.2877 - val_mean_absolute_error: 326.4681
Epoch 842/5000
148/148 [==============================] - 0s 27us/step - loss: 67455.2969 - mean_absolute_error: 222.1555 - val_loss: 119731.1252 - val_mean_absolute_error: 326.3671
Epoch 843/5000
148/148 [==============================] - 0s 27us/step - loss: 67406.4219 - mean_absolute_error: 222.0703 - val_loss: 119659.9552 - val_mean_absolute_error: 326.2660
Epoch 844/5000
148/148 [==============================] - 0s 27us/step - loss: 67357.5547 - mean_absolute_error: 221.9850 - val_loss: 119588.7617 - val_mean_absolute_error: 326.1664
Epoch 845/5000
148/148 [==============================] - 0s 20us/step - loss: 67308.6719 - mean_absolute_error: 221.8996 - val_loss: 119517.5606 - val_mean_absolute_error: 326.0669
Epoch 846/5000
148/148 [==============================] - 0s 34us/step - loss: 67259.7969 - mean_absolute_error: 221.8142 - val_loss: 119446.3135 - val_mean_absolute_error: 325.9672
Epoch 847/5000
148/148 [==============================] - 0s 27us/step - loss: 67210.9062 - mean_absolute_error: 221.7288 - val_loss: 119375.0894 - val_mean_absolute_error: 325.8676
Epoch 848/5000
148/148 [==============================] - 0s 27us/step - loss: 67162.0234 - mean_absolute_error: 221.6432 - val_loss: 119303.8577 - val_mean_absolute_error: 325.7678
Epoch 849/5000
148/148 [==============================] - 0s 27us/step - loss: 67113.1406 - mean_absolute_error: 221.5577 - val_loss: 119232.5952 - val_mean_absolute_error: 325.6681
Epoch 850/5000
148/148 [==============================] - 0s 27us/step - loss: 67064.2578 - mean_absolute_error: 221.4721 - val_loss: 119161.3402 - val_mean_absolute_error: 325.5683
Epoch 851/5000
148/148 [==============================] - 0s 41us/step - loss: 67015.3516 - mean_absolute_error: 221.3865 - val_loss: 119090.0471 - val_mean_absolute_error: 325.4684
Epoch 852/5000
148/148 [==============================] - 0s 27us/step - loss: 66966.4688 - mean_absolute_error: 221.3008 - val_loss: 119018.7381 - val_mean_absolute_error: 325.3684
Epoch 853/5000
148/148 [==============================] - 0s 27us/step - loss: 66917.5625 - mean_absolute_error: 221.2150 - val_loss: 118947.4373 - val_mean_absolute_error: 325.2685
Epoch 854/5000
148/148 [==============================] - 0s 34us/step - loss: 66868.6641 - mean_absolute_error: 221.1292 - val_loss: 118876.1360 - val_mean_absolute_error: 325.1684
Epoch 855/5000
148/148 [==============================] - 0s 34us/step - loss: 66819.7656 - mean_absolute_error: 221.0434 - val_loss: 118804.7962 - val_mean_absolute_error: 325.0683
Epoch 856/5000
148/148 [==============================] - 0s 34us/step - loss: 66770.8516 - mean_absolute_error: 220.9575 - val_loss: 118733.4723 - val_mean_absolute_error: 324.9681
Epoch 857/5000
148/148 [==============================] - 0s 34us/step - loss: 66721.9609 - mean_absolute_error: 220.8716 - val_loss: 118662.1327 - val_mean_absolute_error: 324.8679
Epoch 858/5000
148/148 [==============================] - 0s 27us/step - loss: 66673.0703 - mean_absolute_error: 220.7856 - val_loss: 118590.7779 - val_mean_absolute_error: 324.7676
Epoch 859/5000
148/148 [==============================] - 0s 27us/step - loss: 66624.1719 - mean_absolute_error: 220.6995 - val_loss: 118519.3998 - val_mean_absolute_error: 324.6672
Epoch 860/5000
148/148 [==============================] - 0s 34us/step - loss: 66575.2500 - mean_absolute_error: 220.6134 - val_loss: 118448.0142 - val_mean_absolute_error: 324.5668
Epoch 861/5000
148/148 [==============================] - 0s 27us/step - loss: 66526.3438 - mean_absolute_error: 220.5273 - val_loss: 118376.6129 - val_mean_absolute_error: 324.4663
Epoch 862/5000
148/148 [==============================] - 0s 27us/step - loss: 66477.4297 - mean_absolute_error: 220.4411 - val_loss: 118305.2196 - val_mean_absolute_error: 324.3658
Epoch 863/5000
148/148 [==============================] - 0s 41us/step - loss: 66428.5234 - mean_absolute_error: 220.3548 - val_loss: 118233.8108 - val_mean_absolute_error: 324.2652
Epoch 864/5000
148/148 [==============================] - 0s 27us/step - loss: 66379.6172 - mean_absolute_error: 220.2686 - val_loss: 118162.4021 - val_mean_absolute_error: 324.1646
Epoch 865/5000
148/148 [==============================] - 0s 34us/step - loss: 66330.6953 - mean_absolute_error: 220.1822 - val_loss: 118090.9469 - val_mean_absolute_error: 324.0639
Epoch 866/5000
148/148 [==============================] - 0s 27us/step - loss: 66281.7656 - mean_absolute_error: 220.0957 - val_loss: 118019.4998 - val_mean_absolute_error: 323.9631
Epoch 867/5000
148/148 [==============================] - 0s 27us/step - loss: 66232.8281 - mean_absolute_error: 220.0093 - val_loss: 117948.0523 - val_mean_absolute_error: 323.8624
Epoch 868/5000
148/148 [==============================] - 0s 27us/step - loss: 66183.9141 - mean_absolute_error: 219.9228 - val_loss: 117876.6052 - val_mean_absolute_error: 323.7615
Epoch 869/5000
148/148 [==============================] - 0s 27us/step - loss: 66134.9922 - mean_absolute_error: 219.8362 - val_loss: 117805.1423 - val_mean_absolute_error: 323.6606
Epoch 870/5000
148/148 [==============================] - 0s 27us/step - loss: 66086.0781 - mean_absolute_error: 219.7496 - val_loss: 117733.6567 - val_mean_absolute_error: 323.5596
Epoch 871/5000
148/148 [==============================] - 0s 34us/step - loss: 66037.1719 - mean_absolute_error: 219.6630 - val_loss: 117662.1860 - val_mean_absolute_error: 323.4586
Epoch 872/5000
148/148 [==============================] - 0s 34us/step - loss: 65988.2422 - mean_absolute_error: 219.5763 - val_loss: 117590.7004 - val_mean_absolute_error: 323.3575
Epoch 873/5000
148/148 [==============================] - 0s 27us/step - loss: 65939.3281 - mean_absolute_error: 219.4896 - val_loss: 117519.1992 - val_mean_absolute_error: 323.2563
Epoch 874/5000
148/148 [==============================] - 0s 27us/step - loss: 65890.4141 - mean_absolute_error: 219.4028 - val_loss: 117447.6825 - val_mean_absolute_error: 323.1551
Epoch 875/5000
148/148 [==============================] - 0s 27us/step - loss: 65841.4844 - mean_absolute_error: 219.3160 - val_loss: 117376.1738 - val_mean_absolute_error: 323.0539
Epoch 876/5000
148/148 [==============================] - 0s 20us/step - loss: 65792.5781 - mean_absolute_error: 219.2291 - val_loss: 117304.6496 - val_mean_absolute_error: 322.9526
Epoch 877/5000
148/148 [==============================] - 0s 27us/step - loss: 65743.6641 - mean_absolute_error: 219.1422 - val_loss: 117233.1173 - val_mean_absolute_error: 322.8512
Epoch 878/5000
148/148 [==============================] - 0s 27us/step - loss: 65694.7422 - mean_absolute_error: 219.0552 - val_loss: 117161.5777 - val_mean_absolute_error: 322.7498
Epoch 879/5000
148/148 [==============================] - 0s 27us/step - loss: 65645.8281 - mean_absolute_error: 218.9681 - val_loss: 117090.0308 - val_mean_absolute_error: 322.6484
Epoch 880/5000
148/148 [==============================] - 0s 34us/step - loss: 65596.9062 - mean_absolute_error: 218.8810 - val_loss: 117018.4600 - val_mean_absolute_error: 322.5468
Epoch 881/5000
148/148 [==============================] - 0s 34us/step - loss: 65547.9844 - mean_absolute_error: 218.7939 - val_loss: 116946.8667 - val_mean_absolute_error: 322.4452
Epoch 882/5000
148/148 [==============================] - 0s 27us/step - loss: 65499.0547 - mean_absolute_error: 218.7067 - val_loss: 116875.2733 - val_mean_absolute_error: 322.3436
Epoch 883/5000
148/148 [==============================] - 0s 27us/step - loss: 65450.1094 - mean_absolute_error: 218.6194 - val_loss: 116803.6721 - val_mean_absolute_error: 322.2418
Epoch 884/5000
148/148 [==============================] - 0s 34us/step - loss: 65401.1680 - mean_absolute_error: 218.5321 - val_loss: 116732.0404 - val_mean_absolute_error: 322.1400
Epoch 885/5000
148/148 [==============================] - 0s 20us/step - loss: 65352.2227 - mean_absolute_error: 218.4447 - val_loss: 116660.4163 - val_mean_absolute_error: 322.0382
Epoch 886/5000
148/148 [==============================] - 0s 20us/step - loss: 65303.2773 - mean_absolute_error: 218.3573 - val_loss: 116588.7844 - val_mean_absolute_error: 321.9363
Epoch 887/5000
148/148 [==============================] - 0s 34us/step - loss: 65254.3438 - mean_absolute_error: 218.2698 - val_loss: 116517.1296 - val_mean_absolute_error: 321.8343
Epoch 888/5000
148/148 [==============================] - 0s 34us/step - loss: 65205.4062 - mean_absolute_error: 218.1823 - val_loss: 116445.4902 - val_mean_absolute_error: 321.7322
Epoch 889/5000
148/148 [==============================] - 0s 20us/step - loss: 65156.4648 - mean_absolute_error: 218.0947 - val_loss: 116373.8046 - val_mean_absolute_error: 321.6302
Epoch 890/5000
148/148 [==============================] - 0s 20us/step - loss: 65107.5352 - mean_absolute_error: 218.0071 - val_loss: 116302.1342 - val_mean_absolute_error: 321.5280
Epoch 891/5000
148/148 [==============================] - 0s 20us/step - loss: 65058.5938 - mean_absolute_error: 217.9194 - val_loss: 116230.4487 - val_mean_absolute_error: 321.4258
Epoch 892/5000
148/148 [==============================] - 0s 34us/step - loss: 65009.6641 - mean_absolute_error: 217.8317 - val_loss: 116158.7477 - val_mean_absolute_error: 321.3235
Epoch 893/5000
148/148 [==============================] - 0s 27us/step - loss: 64960.7227 - mean_absolute_error: 217.7439 - val_loss: 116087.0392 - val_mean_absolute_error: 321.2212
Epoch 894/5000
148/148 [==============================] - 0s 20us/step - loss: 64911.7852 - mean_absolute_error: 217.6562 - val_loss: 116015.3152 - val_mean_absolute_error: 321.1188
Epoch 895/5000
148/148 [==============================] - 0s 27us/step - loss: 64862.8320 - mean_absolute_error: 217.5683 - val_loss: 115943.5602 - val_mean_absolute_error: 321.0163
Epoch 896/5000
148/148 [==============================] - 0s 20us/step - loss: 64813.8711 - mean_absolute_error: 217.4803 - val_loss: 115871.8363 - val_mean_absolute_error: 320.9138
Epoch 897/5000
148/148 [==============================] - 0s 34us/step - loss: 64764.9258 - mean_absolute_error: 217.3923 - val_loss: 115800.1123 - val_mean_absolute_error: 320.8112
Epoch 898/5000
148/148 [==============================] - 0s 27us/step - loss: 64715.9805 - mean_absolute_error: 217.3043 - val_loss: 115728.3729 - val_mean_absolute_error: 320.7087
Epoch 899/5000
148/148 [==============================] - 0s 27us/step - loss: 64667.0469 - mean_absolute_error: 217.2162 - val_loss: 115656.6335 - val_mean_absolute_error: 320.6060
Epoch 900/5000
148/148 [==============================] - 0s 27us/step - loss: 64618.0820 - mean_absolute_error: 217.1280 - val_loss: 115584.8554 - val_mean_absolute_error: 320.5033
Epoch 901/5000
148/148 [==============================] - 0s 27us/step - loss: 64569.1016 - mean_absolute_error: 217.0397 - val_loss: 115513.1008 - val_mean_absolute_error: 320.4005
Epoch 902/5000
148/148 [==============================] - 0s 34us/step - loss: 64520.1289 - mean_absolute_error: 216.9514 - val_loss: 115441.3308 - val_mean_absolute_error: 320.2977
Epoch 903/5000
148/148 [==============================] - 0s 34us/step - loss: 64471.1641 - mean_absolute_error: 216.8630 - val_loss: 115369.5527 - val_mean_absolute_error: 320.1948
Epoch 904/5000
148/148 [==============================] - 0s 27us/step - loss: 64422.1836 - mean_absolute_error: 216.7746 - val_loss: 115297.8058 - val_mean_absolute_error: 320.0919
Epoch 905/5000
148/148 [==============================] - 0s 27us/step - loss: 64373.2109 - mean_absolute_error: 216.6862 - val_loss: 115226.0358 - val_mean_absolute_error: 319.9889
Epoch 906/5000
148/148 [==============================] - 0s 20us/step - loss: 64324.2578 - mean_absolute_error: 216.5977 - val_loss: 115154.2042 - val_mean_absolute_error: 319.8859
Epoch 907/5000
148/148 [==============================] - 0s 27us/step - loss: 64275.2891 - mean_absolute_error: 216.5092 - val_loss: 115082.3725 - val_mean_absolute_error: 319.7828
Epoch 908/5000
148/148 [==============================] - 0s 34us/step - loss: 64226.3320 - mean_absolute_error: 216.4206 - val_loss: 115010.5404 - val_mean_absolute_error: 319.6796
Epoch 909/5000
148/148 [==============================] - 0s 27us/step - loss: 64177.3867 - mean_absolute_error: 216.3320 - val_loss: 114938.7242 - val_mean_absolute_error: 319.5763
Epoch 910/5000
148/148 [==============================] - 0s 20us/step - loss: 64128.4180 - mean_absolute_error: 216.2433 - val_loss: 114866.8771 - val_mean_absolute_error: 319.4730
Epoch 911/5000
148/148 [==============================] - 0s 27us/step - loss: 64079.4727 - mean_absolute_error: 216.1546 - val_loss: 114795.0069 - val_mean_absolute_error: 319.3696
Epoch 912/5000
148/148 [==============================] - 0s 20us/step - loss: 64030.5078 - mean_absolute_error: 216.0658 - val_loss: 114723.1752 - val_mean_absolute_error: 319.2662
Epoch 913/5000
148/148 [==============================] - 0s 20us/step - loss: 63981.5625 - mean_absolute_error: 215.9770 - val_loss: 114651.3279 - val_mean_absolute_error: 319.1627
Epoch 914/5000
148/148 [==============================] - 0s 27us/step - loss: 63932.6211 - mean_absolute_error: 215.8881 - val_loss: 114579.4731 - val_mean_absolute_error: 319.0592
Epoch 915/5000
148/148 [==============================] - 0s 34us/step - loss: 63883.6758 - mean_absolute_error: 215.7992 - val_loss: 114507.5954 - val_mean_absolute_error: 318.9556
Epoch 916/5000
148/148 [==============================] - 0s 20us/step - loss: 63834.7305 - mean_absolute_error: 215.7103 - val_loss: 114435.7406 - val_mean_absolute_error: 318.8520
Epoch 917/5000
148/148 [==============================] - 0s 27us/step - loss: 63785.7891 - mean_absolute_error: 215.6213 - val_loss: 114363.8471 - val_mean_absolute_error: 318.7483
Epoch 918/5000
148/148 [==============================] - 0s 27us/step - loss: 63736.8516 - mean_absolute_error: 215.5323 - val_loss: 114291.9385 - val_mean_absolute_error: 318.6445
Epoch 919/5000
148/148 [==============================] - 0s 27us/step - loss: 63687.9258 - mean_absolute_error: 215.4432 - val_loss: 114220.0221 - val_mean_absolute_error: 318.5407
Epoch 920/5000
148/148 [==============================] - 0s 34us/step - loss: 63639.0117 - mean_absolute_error: 215.3540 - val_loss: 114148.0825 - val_mean_absolute_error: 318.4368
Epoch 921/5000
148/148 [==============================] - 0s 41us/step - loss: 63590.0938 - mean_absolute_error: 215.2649 - val_loss: 114076.1121 - val_mean_absolute_error: 318.3328
Epoch 922/5000
148/148 [==============================] - 0s 27us/step - loss: 63541.1875 - mean_absolute_error: 215.1757 - val_loss: 114004.1417 - val_mean_absolute_error: 318.2288
Epoch 923/5000
148/148 [==============================] - 0s 27us/step - loss: 63492.2852 - mean_absolute_error: 215.0865 - val_loss: 113932.1635 - val_mean_absolute_error: 318.1247
Epoch 924/5000
148/148 [==============================] - 0s 27us/step - loss: 63443.3867 - mean_absolute_error: 214.9972 - val_loss: 113860.1858 - val_mean_absolute_error: 318.0205
Epoch 925/5000
148/148 [==============================] - 0s 20us/step - loss: 63394.4883 - mean_absolute_error: 214.9079 - val_loss: 113788.2000 - val_mean_absolute_error: 317.9163
Epoch 926/5000
148/148 [==============================] - 0s 34us/step - loss: 63345.5938 - mean_absolute_error: 214.8185 - val_loss: 113716.2298 - val_mean_absolute_error: 317.8120
Epoch 927/5000
148/148 [==============================] - 0s 34us/step - loss: 63296.7148 - mean_absolute_error: 214.7291 - val_loss: 113644.2360 - val_mean_absolute_error: 317.7078
Epoch 928/5000
148/148 [==============================] - 0s 27us/step - loss: 63247.8359 - mean_absolute_error: 214.6397 - val_loss: 113572.2656 - val_mean_absolute_error: 317.6034
Epoch 929/5000
148/148 [==============================] - 0s 27us/step - loss: 63198.9648 - mean_absolute_error: 214.5502 - val_loss: 113500.2725 - val_mean_absolute_error: 317.4990
Epoch 930/5000
148/148 [==============================] - 0s 34us/step - loss: 63150.0938 - mean_absolute_error: 214.4606 - val_loss: 113428.2867 - val_mean_absolute_error: 317.3945
Epoch 931/5000
148/148 [==============================] - 0s 27us/step - loss: 63101.2383 - mean_absolute_error: 214.3711 - val_loss: 113356.2933 - val_mean_absolute_error: 317.2900
Epoch 932/5000
148/148 [==============================] - 0s 27us/step - loss: 63052.3711 - mean_absolute_error: 214.2814 - val_loss: 113284.2533 - val_mean_absolute_error: 317.1854
Epoch 933/5000
148/148 [==============================] - 0s 20us/step - loss: 63003.5273 - mean_absolute_error: 214.1918 - val_loss: 113212.2063 - val_mean_absolute_error: 317.0807
Epoch 934/5000
148/148 [==============================] - 0s 27us/step - loss: 62954.6758 - mean_absolute_error: 214.1021 - val_loss: 113140.1665 - val_mean_absolute_error: 316.9759
Epoch 935/5000
148/148 [==============================] - 0s 20us/step - loss: 62905.8438 - mean_absolute_error: 214.0124 - val_loss: 113068.1115 - val_mean_absolute_error: 316.8712
Epoch 936/5000
148/148 [==============================] - 0s 20us/step - loss: 62856.9883 - mean_absolute_error: 213.9225 - val_loss: 112996.0488 - val_mean_absolute_error: 316.7664
Epoch 937/5000
148/148 [==============================] - 0s 27us/step - loss: 62808.1562 - mean_absolute_error: 213.8327 - val_loss: 112924.0090 - val_mean_absolute_error: 316.6614
Epoch 938/5000
148/148 [==============================] - 0s 34us/step - loss: 62759.3359 - mean_absolute_error: 213.7428 - val_loss: 112851.9619 - val_mean_absolute_error: 316.5565
Epoch 939/5000
148/148 [==============================] - 0s 20us/step - loss: 62710.5195 - mean_absolute_error: 213.6529 - val_loss: 112779.9144 - val_mean_absolute_error: 316.4515
Epoch 940/5000
148/148 [==============================] - 0s 34us/step - loss: 62661.7148 - mean_absolute_error: 213.5630 - val_loss: 112707.8671 - val_mean_absolute_error: 316.3465
Epoch 941/5000
148/148 [==============================] - 0s 20us/step - loss: 62612.8984 - mean_absolute_error: 213.4730 - val_loss: 112635.8277 - val_mean_absolute_error: 316.2414
Epoch 942/5000
148/148 [==============================] - 0s 34us/step - loss: 62564.0625 - mean_absolute_error: 213.3829 - val_loss: 112563.7496 - val_mean_absolute_error: 316.1363
Epoch 943/5000
148/148 [==============================] - 0s 34us/step - loss: 62515.2305 - mean_absolute_error: 213.2928 - val_loss: 112491.6712 - val_mean_absolute_error: 316.0310
Epoch 944/5000
148/148 [==============================] - 0s 27us/step - loss: 62466.4062 - mean_absolute_error: 213.2026 - val_loss: 112419.5777 - val_mean_absolute_error: 315.9258
Epoch 945/5000
148/148 [==============================] - 0s 27us/step - loss: 62417.5664 - mean_absolute_error: 213.1124 - val_loss: 112347.4765 - val_mean_absolute_error: 315.8205
Epoch 946/5000
148/148 [==============================] - 0s 34us/step - loss: 62368.7500 - mean_absolute_error: 213.0222 - val_loss: 112275.3677 - val_mean_absolute_error: 315.7151
Epoch 947/5000
148/148 [==============================] - 0s 20us/step - loss: 62319.9180 - mean_absolute_error: 212.9319 - val_loss: 112203.2585 - val_mean_absolute_error: 315.6097
Epoch 948/5000
148/148 [==============================] - 0s 34us/step - loss: 62271.0938 - mean_absolute_error: 212.8416 - val_loss: 112131.1421 - val_mean_absolute_error: 315.5042
Epoch 949/5000
148/148 [==============================] - 0s 34us/step - loss: 62222.2852 - mean_absolute_error: 212.7511 - val_loss: 112059.0252 - val_mean_absolute_error: 315.3986
Epoch 950/5000
148/148 [==============================] - 0s 20us/step - loss: 62173.4727 - mean_absolute_error: 212.6608 - val_loss: 111986.8933 - val_mean_absolute_error: 315.2930
Epoch 951/5000
148/148 [==============================] - 0s 27us/step - loss: 62124.6680 - mean_absolute_error: 212.5703 - val_loss: 111914.7610 - val_mean_absolute_error: 315.1874
Epoch 952/5000
148/148 [==============================] - 0s 27us/step - loss: 62075.8711 - mean_absolute_error: 212.4798 - val_loss: 111842.6060 - val_mean_absolute_error: 315.0817
Epoch 953/5000
148/148 [==============================] - 0s 27us/step - loss: 62027.0664 - mean_absolute_error: 212.3892 - val_loss: 111770.4742 - val_mean_absolute_error: 314.9759
Epoch 954/5000
148/148 [==============================] - 0s 34us/step - loss: 61978.2852 - mean_absolute_error: 212.2987 - val_loss: 111698.3419 - val_mean_absolute_error: 314.8701
Epoch 955/5000
148/148 [==============================] - 0s 34us/step - loss: 61929.4922 - mean_absolute_error: 212.2080 - val_loss: 111626.2023 - val_mean_absolute_error: 314.7642
Epoch 956/5000
148/148 [==============================] - 0s 20us/step - loss: 61880.7305 - mean_absolute_error: 212.1174 - val_loss: 111554.0625 - val_mean_absolute_error: 314.6583
Epoch 957/5000
148/148 [==============================] - 0s 27us/step - loss: 61831.9609 - mean_absolute_error: 212.0267 - val_loss: 111481.9227 - val_mean_absolute_error: 314.5523
Epoch 958/5000
148/148 [==============================] - 0s 20us/step - loss: 61783.1953 - mean_absolute_error: 211.9360 - val_loss: 111409.7831 - val_mean_absolute_error: 314.4463
Epoch 959/5000
148/148 [==============================] - 0s 41us/step - loss: 61734.4531 - mean_absolute_error: 211.8452 - val_loss: 111337.5819 - val_mean_absolute_error: 314.3402
Epoch 960/5000
148/148 [==============================] - 0s 34us/step - loss: 61685.6836 - mean_absolute_error: 211.7543 - val_loss: 111265.3802 - val_mean_absolute_error: 314.2340
Epoch 961/5000
148/148 [==============================] - 0s 27us/step - loss: 61636.9375 - mean_absolute_error: 211.6634 - val_loss: 111193.2173 - val_mean_absolute_error: 314.1279
Epoch 962/5000
148/148 [==============================] - 0s 27us/step - loss: 61588.2148 - mean_absolute_error: 211.5725 - val_loss: 111121.0315 - val_mean_absolute_error: 314.0215
Epoch 963/5000
148/148 [==============================] - 0s 27us/step - loss: 61539.4648 - mean_absolute_error: 211.4816 - val_loss: 111048.8535 - val_mean_absolute_error: 313.9152
Epoch 964/5000
148/148 [==============================] - 0s 34us/step - loss: 61490.7578 - mean_absolute_error: 211.3906 - val_loss: 110976.6827 - val_mean_absolute_error: 313.8089
Epoch 965/5000
148/148 [==============================] - 0s 41us/step - loss: 61442.0547 - mean_absolute_error: 211.2996 - val_loss: 110904.5046 - val_mean_absolute_error: 313.7025
Epoch 966/5000
148/148 [==============================] - 0s 27us/step - loss: 61393.3438 - mean_absolute_error: 211.2085 - val_loss: 110832.3340 - val_mean_absolute_error: 313.5960
Epoch 967/5000
148/148 [==============================] - 0s 27us/step - loss: 61344.6562 - mean_absolute_error: 211.1174 - val_loss: 110760.1788 - val_mean_absolute_error: 313.4896
Epoch 968/5000
148/148 [==============================] - 0s 27us/step - loss: 61295.9727 - mean_absolute_error: 211.0263 - val_loss: 110688.0004 - val_mean_absolute_error: 313.3831
Epoch 969/5000
148/148 [==============================] - 0s 34us/step - loss: 61247.3047 - mean_absolute_error: 210.9351 - val_loss: 110615.8375 - val_mean_absolute_error: 313.2765
Epoch 970/5000
148/148 [==============================] - 0s 27us/step - loss: 61198.6211 - mean_absolute_error: 210.8438 - val_loss: 110543.6671 - val_mean_absolute_error: 313.1698
Epoch 971/5000
148/148 [==============================] - 0s 41us/step - loss: 61149.9375 - mean_absolute_error: 210.7525 - val_loss: 110471.5271 - val_mean_absolute_error: 313.0631
Epoch 972/5000
148/148 [==============================] - 0s 20us/step - loss: 61101.2617 - mean_absolute_error: 210.6611 - val_loss: 110399.3871 - val_mean_absolute_error: 312.9565
Epoch 973/5000
148/148 [==============================] - 0s 34us/step - loss: 61052.5859 - mean_absolute_error: 210.5697 - val_loss: 110327.2548 - val_mean_absolute_error: 312.8497
Epoch 974/5000
148/148 [==============================] - 0s 20us/step - loss: 61003.9180 - mean_absolute_error: 210.4783 - val_loss: 110255.1383 - val_mean_absolute_error: 312.7430
Epoch 975/5000
148/148 [==============================] - 0s 20us/step - loss: 60955.2617 - mean_absolute_error: 210.3868 - val_loss: 110183.0104 - val_mean_absolute_error: 312.6361
Epoch 976/5000
148/148 [==============================] - 0s 41us/step - loss: 60906.6133 - mean_absolute_error: 210.2953 - val_loss: 110110.8804 - val_mean_absolute_error: 312.5293
Epoch 977/5000
148/148 [==============================] - 0s 27us/step - loss: 60857.9727 - mean_absolute_error: 210.2037 - val_loss: 110038.7504 - val_mean_absolute_error: 312.4223
Epoch 978/5000
148/148 [==============================] - 0s 27us/step - loss: 60809.3320 - mean_absolute_error: 210.1122 - val_loss: 109966.6440 - val_mean_absolute_error: 312.3153
Epoch 979/5000
148/148 [==============================] - 0s 27us/step - loss: 60760.7031 - mean_absolute_error: 210.0205 - val_loss: 109894.5063 - val_mean_absolute_error: 312.2083
Epoch 980/5000
148/148 [==============================] - 0s 27us/step - loss: 60712.0625 - mean_absolute_error: 209.9288 - val_loss: 109822.3996 - val_mean_absolute_error: 312.1012
Epoch 981/5000
148/148 [==============================] - 0s 34us/step - loss: 60663.4453 - mean_absolute_error: 209.8371 - val_loss: 109750.2854 - val_mean_absolute_error: 311.9941
Epoch 982/5000
148/148 [==============================] - 0s 27us/step - loss: 60614.8359 - mean_absolute_error: 209.7453 - val_loss: 109678.1785 - val_mean_absolute_error: 311.8869
Epoch 983/5000
148/148 [==============================] - 0s 20us/step - loss: 60566.2227 - mean_absolute_error: 209.6535 - val_loss: 109606.0642 - val_mean_absolute_error: 311.7797
Epoch 984/5000
148/148 [==============================] - 0s 34us/step - loss: 60517.6133 - mean_absolute_error: 209.5617 - val_loss: 109533.9958 - val_mean_absolute_error: 311.6724
Epoch 985/5000
148/148 [==============================] - 0s 27us/step - loss: 60469.0469 - mean_absolute_error: 209.4698 - val_loss: 109461.9279 - val_mean_absolute_error: 311.5652
Epoch 986/5000
148/148 [==============================] - 0s 27us/step - loss: 60420.4727 - mean_absolute_error: 209.3779 - val_loss: 109389.8442 - val_mean_absolute_error: 311.4578
Epoch 987/5000
148/148 [==============================] - 0s 34us/step - loss: 60371.9062 - mean_absolute_error: 209.2859 - val_loss: 109317.7681 - val_mean_absolute_error: 311.3505
Epoch 988/5000
148/148 [==============================] - 0s 34us/step - loss: 60323.3359 - mean_absolute_error: 209.1940 - val_loss: 109245.7233 - val_mean_absolute_error: 311.2430
Epoch 989/5000
148/148 [==============================] - 0s 27us/step - loss: 60274.8047 - mean_absolute_error: 209.1019 - val_loss: 109173.6473 - val_mean_absolute_error: 311.1356
Epoch 990/5000
148/148 [==============================] - 0s 34us/step - loss: 60226.2617 - mean_absolute_error: 209.0099 - val_loss: 109101.6252 - val_mean_absolute_error: 311.0281
Epoch 991/5000
148/148 [==============================] - 0s 20us/step - loss: 60177.7500 - mean_absolute_error: 208.9178 - val_loss: 109029.5958 - val_mean_absolute_error: 310.9206
Epoch 992/5000
148/148 [==============================] - 0s 34us/step - loss: 60129.2422 - mean_absolute_error: 208.8257 - val_loss: 108957.5740 - val_mean_absolute_error: 310.8130
Epoch 993/5000
148/148 [==============================] - 0s 34us/step - loss: 60080.7422 - mean_absolute_error: 208.7336 - val_loss: 108885.5287 - val_mean_absolute_error: 310.7054
Epoch 994/5000
148/148 [==============================] - 0s 20us/step - loss: 60032.2500 - mean_absolute_error: 208.6413 - val_loss: 108813.5225 - val_mean_absolute_error: 310.5977
Epoch 995/5000
148/148 [==============================] - 0s 27us/step - loss: 59983.7773 - mean_absolute_error: 208.5491 - val_loss: 108741.5158 - val_mean_absolute_error: 310.4900
Epoch 996/5000
148/148 [==============================] - 0s 34us/step - loss: 59935.3242 - mean_absolute_error: 208.4568 - val_loss: 108669.5171 - val_mean_absolute_error: 310.3823
Epoch 997/5000
148/148 [==============================] - 0s 27us/step - loss: 59886.8711 - mean_absolute_error: 208.3645 - val_loss: 108597.5417 - val_mean_absolute_error: 310.2746
Epoch 998/5000
148/148 [==============================] - 0s 34us/step - loss: 59838.4336 - mean_absolute_error: 208.2722 - val_loss: 108525.5658 - val_mean_absolute_error: 310.1667
Epoch 999/5000
148/148 [==============================] - 0s 34us/step - loss: 59790.0078 - mean_absolute_error: 208.1799 - val_loss: 108453.5673 - val_mean_absolute_error: 310.0588
Epoch 1000/5000
148/148 [==============================] - 0s 27us/step - loss: 59741.5820 - mean_absolute_error: 208.0874 - val_loss: 108381.5992 - val_mean_absolute_error: 309.9509
Epoch 1001/5000
148/148 [==============================] - 0s 27us/step - loss: 59693.1836 - mean_absolute_error: 207.9950 - val_loss: 108309.6465 - val_mean_absolute_error: 309.8430
Epoch 1002/5000
148/148 [==============================] - 0s 27us/step - loss: 59644.7773 - mean_absolute_error: 207.9026 - val_loss: 108237.6942 - val_mean_absolute_error: 309.7350
Epoch 1003/5000
148/148 [==============================] - 0s 20us/step - loss: 59596.4062 - mean_absolute_error: 207.8100 - val_loss: 108165.7492 - val_mean_absolute_error: 309.6270
Epoch 1004/5000
148/148 [==============================] - 0s 41us/step - loss: 59548.0391 - mean_absolute_error: 207.7175 - val_loss: 108093.8123 - val_mean_absolute_error: 309.5189
Epoch 1005/5000
148/148 [==============================] - 0s 27us/step - loss: 59499.6875 - mean_absolute_error: 207.6249 - val_loss: 108021.8904 - val_mean_absolute_error: 309.4108
Epoch 1006/5000
148/148 [==============================] - 0s 27us/step - loss: 59451.3438 - mean_absolute_error: 207.5323 - val_loss: 107949.9460 - val_mean_absolute_error: 309.3026
Epoch 1007/5000
148/148 [==============================] - 0s 27us/step - loss: 59403.0117 - mean_absolute_error: 207.4397 - val_loss: 107878.0010 - val_mean_absolute_error: 309.1944
Epoch 1008/5000
148/148 [==============================] - 0s 27us/step - loss: 59354.7031 - mean_absolute_error: 207.3470 - val_loss: 107806.0565 - val_mean_absolute_error: 309.0861
Epoch 1009/5000
148/148 [==============================] - 0s 20us/step - loss: 59306.3906 - mean_absolute_error: 207.2543 - val_loss: 107734.1115 - val_mean_absolute_error: 308.9778
Epoch 1010/5000
148/148 [==============================] - 0s 34us/step - loss: 59258.1016 - mean_absolute_error: 207.1615 - val_loss: 107662.1823 - val_mean_absolute_error: 308.8694
Epoch 1011/5000
148/148 [==============================] - 0s 27us/step - loss: 59209.8242 - mean_absolute_error: 207.0687 - val_loss: 107590.2606 - val_mean_absolute_error: 308.7610
Epoch 1012/5000
148/148 [==============================] - 0s 27us/step - loss: 59161.5547 - mean_absolute_error: 206.9759 - val_loss: 107518.3390 - val_mean_absolute_error: 308.6526
Epoch 1013/5000
148/148 [==============================] - 0s 27us/step - loss: 59113.2891 - mean_absolute_error: 206.8830 - val_loss: 107446.4327 - val_mean_absolute_error: 308.5441
Epoch 1014/5000
148/148 [==============================] - 0s 20us/step - loss: 59065.0547 - mean_absolute_error: 206.7901 - val_loss: 107374.4881 - val_mean_absolute_error: 308.4354
Epoch 1015/5000
148/148 [==============================] - 0s 20us/step - loss: 59016.8164 - mean_absolute_error: 206.6972 - val_loss: 107302.5354 - val_mean_absolute_error: 308.3268
Epoch 1016/5000
148/148 [==============================] - 0s 27us/step - loss: 58968.6094 - mean_absolute_error: 206.6042 - val_loss: 107230.5908 - val_mean_absolute_error: 308.2180
Epoch 1017/5000
148/148 [==============================] - 0s 34us/step - loss: 58920.4062 - mean_absolute_error: 206.5112 - val_loss: 107158.6613 - val_mean_absolute_error: 308.1093
Epoch 1018/5000
148/148 [==============================] - 0s 27us/step - loss: 58872.2148 - mean_absolute_error: 206.4181 - val_loss: 107086.7090 - val_mean_absolute_error: 308.0005
Epoch 1019/5000
148/148 [==============================] - 0s 34us/step - loss: 58824.0352 - mean_absolute_error: 206.3250 - val_loss: 107014.7871 - val_mean_absolute_error: 307.8917
Epoch 1020/5000
148/148 [==============================] - 0s 34us/step - loss: 58775.8633 - mean_absolute_error: 206.2319 - val_loss: 106942.8656 - val_mean_absolute_error: 307.7828
Epoch 1021/5000
148/148 [==============================] - 0s 27us/step - loss: 58727.7148 - mean_absolute_error: 206.1388 - val_loss: 106870.9592 - val_mean_absolute_error: 307.6738
Epoch 1022/5000
148/148 [==============================] - 0s 34us/step - loss: 58679.5820 - mean_absolute_error: 206.0456 - val_loss: 106799.0454 - val_mean_absolute_error: 307.5649
Epoch 1023/5000
148/148 [==============================] - 0s 41us/step - loss: 58631.4531 - mean_absolute_error: 205.9524 - val_loss: 106727.1390 - val_mean_absolute_error: 307.4559
Epoch 1024/5000
148/148 [==============================] - 0s 34us/step - loss: 58583.3438 - mean_absolute_error: 205.8591 - val_loss: 106655.2408 - val_mean_absolute_error: 307.3468
Epoch 1025/5000
148/148 [==============================] - 0s 27us/step - loss: 58535.2305 - mean_absolute_error: 205.7659 - val_loss: 106583.3577 - val_mean_absolute_error: 307.2377
Epoch 1026/5000
148/148 [==============================] - 0s 27us/step - loss: 58487.1484 - mean_absolute_error: 205.6725 - val_loss: 106511.4900 - val_mean_absolute_error: 307.1285
Epoch 1027/5000
148/148 [==============================] - 0s 34us/step - loss: 58439.0820 - mean_absolute_error: 205.5792 - val_loss: 106439.6302 - val_mean_absolute_error: 307.0194
Epoch 1028/5000
148/148 [==============================] - 0s 34us/step - loss: 58391.0273 - mean_absolute_error: 205.4858 - val_loss: 106367.7779 - val_mean_absolute_error: 306.9101
Epoch 1029/5000
148/148 [==============================] - 0s 27us/step - loss: 58342.9922 - mean_absolute_error: 205.3924 - val_loss: 106295.9413 - val_mean_absolute_error: 306.8009
Epoch 1030/5000
148/148 [==============================] - 0s 27us/step - loss: 58294.9648 - mean_absolute_error: 205.2989 - val_loss: 106224.1121 - val_mean_absolute_error: 306.6916
Epoch 1031/5000
148/148 [==============================] - 0s 27us/step - loss: 58246.9609 - mean_absolute_error: 205.2055 - val_loss: 106152.2752 - val_mean_absolute_error: 306.5822
Epoch 1032/5000
148/148 [==============================] - 0s 41us/step - loss: 58198.9453 - mean_absolute_error: 205.1120 - val_loss: 106080.4694 - val_mean_absolute_error: 306.4729
Epoch 1033/5000
148/148 [==============================] - 0s 27us/step - loss: 58150.9648 - mean_absolute_error: 205.0184 - val_loss: 106008.6558 - val_mean_absolute_error: 306.3635
Epoch 1034/5000
148/148 [==============================] - 0s 27us/step - loss: 58102.9727 - mean_absolute_error: 204.9248 - val_loss: 105936.8573 - val_mean_absolute_error: 306.2540
Epoch 1035/5000
148/148 [==============================] - 0s 20us/step - loss: 58055.0195 - mean_absolute_error: 204.8312 - val_loss: 105865.0515 - val_mean_absolute_error: 306.1444
Epoch 1036/5000
148/148 [==============================] - 0s 20us/step - loss: 58007.0547 - mean_absolute_error: 204.7375 - val_loss: 105793.2688 - val_mean_absolute_error: 306.0348
Epoch 1037/5000
148/148 [==============================] - 0s 41us/step - loss: 57959.1211 - mean_absolute_error: 204.6438 - val_loss: 105721.4933 - val_mean_absolute_error: 305.9253
Epoch 1038/5000
148/148 [==============================] - 0s 27us/step - loss: 57911.2031 - mean_absolute_error: 204.5501 - val_loss: 105649.7415 - val_mean_absolute_error: 305.8156
Epoch 1039/5000
148/148 [==============================] - 0s 20us/step - loss: 57863.2969 - mean_absolute_error: 204.4563 - val_loss: 105577.9819 - val_mean_absolute_error: 305.7059
Epoch 1040/5000
148/148 [==============================] - 0s 27us/step - loss: 57815.4141 - mean_absolute_error: 204.3625 - val_loss: 105506.2296 - val_mean_absolute_error: 305.5962
Epoch 1041/5000
148/148 [==============================] - 0s 27us/step - loss: 57767.5273 - mean_absolute_error: 204.2687 - val_loss: 105434.4931 - val_mean_absolute_error: 305.4864
Epoch 1042/5000
148/148 [==============================] - 0s 20us/step - loss: 57719.6641 - mean_absolute_error: 204.1749 - val_loss: 105362.7644 - val_mean_absolute_error: 305.3766
Epoch 1043/5000
148/148 [==============================] - 0s 34us/step - loss: 57671.8164 - mean_absolute_error: 204.0810 - val_loss: 105291.0429 - val_mean_absolute_error: 305.2667
Epoch 1044/5000
148/148 [==============================] - 0s 27us/step - loss: 57623.9805 - mean_absolute_error: 203.9871 - val_loss: 105219.3373 - val_mean_absolute_error: 305.1568
Epoch 1045/5000
148/148 [==============================] - 0s 27us/step - loss: 57576.1641 - mean_absolute_error: 203.8931 - val_loss: 105147.6394 - val_mean_absolute_error: 305.0468
Epoch 1046/5000
148/148 [==============================] - 0s 20us/step - loss: 57528.3633 - mean_absolute_error: 203.7992 - val_loss: 105075.9492 - val_mean_absolute_error: 304.9369
Epoch 1047/5000
148/148 [==============================] - 0s 34us/step - loss: 57480.5820 - mean_absolute_error: 203.7051 - val_loss: 105004.2817 - val_mean_absolute_error: 304.8269
Epoch 1048/5000
148/148 [==============================] - 0s 20us/step - loss: 57432.7969 - mean_absolute_error: 203.6111 - val_loss: 104932.5917 - val_mean_absolute_error: 304.7167
Epoch 1049/5000
148/148 [==============================] - 0s 34us/step - loss: 57385.0352 - mean_absolute_error: 203.5170 - val_loss: 104860.9400 - val_mean_absolute_error: 304.6066
Epoch 1050/5000
148/148 [==============================] - 0s 27us/step - loss: 57337.2891 - mean_absolute_error: 203.4229 - val_loss: 104789.2881 - val_mean_absolute_error: 304.4965
Epoch 1051/5000
148/148 [==============================] - 0s 27us/step - loss: 57289.5625 - mean_absolute_error: 203.3288 - val_loss: 104717.6671 - val_mean_absolute_error: 304.3863
Epoch 1052/5000
148/148 [==============================] - 0s 27us/step - loss: 57241.8516 - mean_absolute_error: 203.2346 - val_loss: 104646.0077 - val_mean_absolute_error: 304.2761
Epoch 1053/5000
148/148 [==============================] - 0s 27us/step - loss: 57194.1562 - mean_absolute_error: 203.1404 - val_loss: 104574.3562 - val_mean_absolute_error: 304.1657
Epoch 1054/5000
148/148 [==============================] - 0s 20us/step - loss: 57146.4805 - mean_absolute_error: 203.0462 - val_loss: 104502.7044 - val_mean_absolute_error: 304.0554
Epoch 1055/5000
148/148 [==============================] - 0s 27us/step - loss: 57098.8047 - mean_absolute_error: 202.9519 - val_loss: 104431.0912 - val_mean_absolute_error: 303.9450
Epoch 1056/5000
148/148 [==============================] - 0s 20us/step - loss: 57051.1641 - mean_absolute_error: 202.8577 - val_loss: 104359.5010 - val_mean_absolute_error: 303.8346
Epoch 1057/5000
148/148 [==============================] - 0s 34us/step - loss: 57003.5352 - mean_absolute_error: 202.7633 - val_loss: 104287.8879 - val_mean_absolute_error: 303.7241
Epoch 1058/5000
148/148 [==============================] - 0s 34us/step - loss: 56955.8984 - mean_absolute_error: 202.6690 - val_loss: 104216.3056 - val_mean_absolute_error: 303.6136
Epoch 1059/5000
148/148 [==============================] - 0s 27us/step - loss: 56908.3047 - mean_absolute_error: 202.5746 - val_loss: 104144.7310 - val_mean_absolute_error: 303.5030
Epoch 1060/5000
148/148 [==============================] - 0s 20us/step - loss: 56860.7109 - mean_absolute_error: 202.4801 - val_loss: 104073.1719 - val_mean_absolute_error: 303.3925
Epoch 1061/5000
148/148 [==============================] - 0s 27us/step - loss: 56813.1406 - mean_absolute_error: 202.3857 - val_loss: 104001.6127 - val_mean_absolute_error: 303.2818
Epoch 1062/5000
148/148 [==============================] - 0s 27us/step - loss: 56765.5859 - mean_absolute_error: 202.2912 - val_loss: 103930.0917 - val_mean_absolute_error: 303.1713
Epoch 1063/5000
148/148 [==============================] - 0s 27us/step - loss: 56718.0547 - mean_absolute_error: 202.1967 - val_loss: 103858.5633 - val_mean_absolute_error: 303.0605
Epoch 1064/5000
148/148 [==============================] - 0s 27us/step - loss: 56670.5273 - mean_absolute_error: 202.1022 - val_loss: 103787.0581 - val_mean_absolute_error: 302.9498
Epoch 1065/5000
148/148 [==============================] - 0s 34us/step - loss: 56623.0195 - mean_absolute_error: 202.0076 - val_loss: 103715.5683 - val_mean_absolute_error: 302.8391
Epoch 1066/5000
148/148 [==============================] - 0s 34us/step - loss: 56575.5391 - mean_absolute_error: 201.9130 - val_loss: 103644.0862 - val_mean_absolute_error: 302.7283
Epoch 1067/5000
148/148 [==============================] - 0s 20us/step - loss: 56528.0625 - mean_absolute_error: 201.8184 - val_loss: 103572.6119 - val_mean_absolute_error: 302.6174
Epoch 1068/5000
148/148 [==============================] - 0s 20us/step - loss: 56480.6055 - mean_absolute_error: 201.7237 - val_loss: 103501.1837 - val_mean_absolute_error: 302.5066
Epoch 1069/5000
148/148 [==============================] - 0s 27us/step - loss: 56433.1797 - mean_absolute_error: 201.6291 - val_loss: 103429.7402 - val_mean_absolute_error: 302.3957
Epoch 1070/5000
148/148 [==============================] - 0s 34us/step - loss: 56385.7578 - mean_absolute_error: 201.5343 - val_loss: 103358.3117 - val_mean_absolute_error: 302.2847
Epoch 1071/5000
148/148 [==============================] - 0s 34us/step - loss: 56338.3438 - mean_absolute_error: 201.4396 - val_loss: 103286.9221 - val_mean_absolute_error: 302.1738
Epoch 1072/5000
148/148 [==============================] - 0s 34us/step - loss: 56290.9688 - mean_absolute_error: 201.3449 - val_loss: 103215.5479 - val_mean_absolute_error: 302.0628
Epoch 1073/5000
148/148 [==============================] - 0s 27us/step - loss: 56243.6133 - mean_absolute_error: 201.2501 - val_loss: 103144.1892 - val_mean_absolute_error: 301.9518
Epoch 1074/5000
148/148 [==============================] - 0s 20us/step - loss: 56196.2578 - mean_absolute_error: 201.1553 - val_loss: 103072.8073 - val_mean_absolute_error: 301.8407
Epoch 1075/5000
148/148 [==============================] - 0s 34us/step - loss: 56148.8867 - mean_absolute_error: 201.0603 - val_loss: 103001.4331 - val_mean_absolute_error: 301.7295
Epoch 1076/5000
148/148 [==============================] - 0s 27us/step - loss: 56101.5391 - mean_absolute_error: 200.9655 - val_loss: 102930.0590 - val_mean_absolute_error: 301.6184
Epoch 1077/5000
148/148 [==============================] - 0s 27us/step - loss: 56054.2109 - mean_absolute_error: 200.8706 - val_loss: 102858.6463 - val_mean_absolute_error: 301.5071
Epoch 1078/5000
148/148 [==============================] - 0s 34us/step - loss: 56006.8711 - mean_absolute_error: 200.7756 - val_loss: 102787.2335 - val_mean_absolute_error: 301.3957
Epoch 1079/5000
148/148 [==============================] - 0s 27us/step - loss: 55959.5625 - mean_absolute_error: 200.6806 - val_loss: 102715.8517 - val_mean_absolute_error: 301.2843
Epoch 1080/5000
148/148 [==============================] - 0s 34us/step - loss: 55912.2617 - mean_absolute_error: 200.5856 - val_loss: 102644.4621 - val_mean_absolute_error: 301.1729
Epoch 1081/5000
148/148 [==============================] - 0s 20us/step - loss: 55864.9922 - mean_absolute_error: 200.4906 - val_loss: 102573.0879 - val_mean_absolute_error: 301.0614
Epoch 1082/5000
148/148 [==============================] - 0s 27us/step - loss: 55817.7344 - mean_absolute_error: 200.3956 - val_loss: 102501.6983 - val_mean_absolute_error: 300.9499
Epoch 1083/5000
148/148 [==============================] - 0s 27us/step - loss: 55770.4883 - mean_absolute_error: 200.3005 - val_loss: 102430.3396 - val_mean_absolute_error: 300.8384
Epoch 1084/5000
148/148 [==============================] - 0s 34us/step - loss: 55723.2578 - mean_absolute_error: 200.2054 - val_loss: 102358.9808 - val_mean_absolute_error: 300.7267
Epoch 1085/5000
148/148 [==============================] - 0s 34us/step - loss: 55676.0430 - mean_absolute_error: 200.1103 - val_loss: 102287.6452 - val_mean_absolute_error: 300.6151
Epoch 1086/5000
148/148 [==============================] - 0s 27us/step - loss: 55628.8516 - mean_absolute_error: 200.0152 - val_loss: 102216.3096 - val_mean_absolute_error: 300.5034
Epoch 1087/5000
148/148 [==============================] - 0s 27us/step - loss: 55581.6758 - mean_absolute_error: 199.9200 - val_loss: 102144.9662 - val_mean_absolute_error: 300.3916
Epoch 1088/5000
148/148 [==============================] - 0s 34us/step - loss: 55534.5039 - mean_absolute_error: 199.8248 - val_loss: 102073.6692 - val_mean_absolute_error: 300.2799
Epoch 1089/5000
148/148 [==============================] - 0s 27us/step - loss: 55487.3672 - mean_absolute_error: 199.7296 - val_loss: 102002.3721 - val_mean_absolute_error: 300.1681
Epoch 1090/5000
148/148 [==============================] - 0s 27us/step - loss: 55440.2383 - mean_absolute_error: 199.6344 - val_loss: 101931.0827 - val_mean_absolute_error: 300.0563
Epoch 1091/5000
148/148 [==============================] - 0s 27us/step - loss: 55393.1367 - mean_absolute_error: 199.5391 - val_loss: 101859.8165 - val_mean_absolute_error: 299.9444
Epoch 1092/5000
148/148 [==============================] - 0s 27us/step - loss: 55346.0469 - mean_absolute_error: 199.4438 - val_loss: 101788.5656 - val_mean_absolute_error: 299.8325
Epoch 1093/5000
148/148 [==============================] - 0s 34us/step - loss: 55298.9766 - mean_absolute_error: 199.3485 - val_loss: 101717.3148 - val_mean_absolute_error: 299.7206
Epoch 1094/5000
148/148 [==============================] - 0s 34us/step - loss: 55251.9258 - mean_absolute_error: 199.2532 - val_loss: 101646.0952 - val_mean_absolute_error: 299.6086
Epoch 1095/5000
148/148 [==============================] - 0s 20us/step - loss: 55204.8906 - mean_absolute_error: 199.1578 - val_loss: 101574.8906 - val_mean_absolute_error: 299.4966
Epoch 1096/5000
148/148 [==============================] - 0s 27us/step - loss: 55157.8867 - mean_absolute_error: 199.0624 - val_loss: 101503.6783 - val_mean_absolute_error: 299.3845
Epoch 1097/5000
148/148 [==============================] - 0s 27us/step - loss: 55110.8750 - mean_absolute_error: 198.9669 - val_loss: 101432.4506 - val_mean_absolute_error: 299.2723
Epoch 1098/5000
148/148 [==============================] - 0s 27us/step - loss: 55063.8984 - mean_absolute_error: 198.8715 - val_loss: 101361.2383 - val_mean_absolute_error: 299.1602
Epoch 1099/5000
148/148 [==============================] - 0s 27us/step - loss: 55016.9414 - mean_absolute_error: 198.7760 - val_loss: 101290.0106 - val_mean_absolute_error: 299.0479
Epoch 1100/5000
148/148 [==============================] - 0s 20us/step - loss: 54969.9922 - mean_absolute_error: 198.6805 - val_loss: 101218.8060 - val_mean_absolute_error: 298.9356
Epoch 1101/5000
148/148 [==============================] - 0s 27us/step - loss: 54923.0781 - mean_absolute_error: 198.5850 - val_loss: 101147.6400 - val_mean_absolute_error: 298.8233
Epoch 1102/5000
148/148 [==============================] - 0s 27us/step - loss: 54876.1758 - mean_absolute_error: 198.4895 - val_loss: 101076.4281 - val_mean_absolute_error: 298.7108
Epoch 1103/5000
148/148 [==============================] - 0s 20us/step - loss: 54829.2891 - mean_absolute_error: 198.3939 - val_loss: 101005.2312 - val_mean_absolute_error: 298.5984
Epoch 1104/5000
148/148 [==============================] - 0s 27us/step - loss: 54782.4141 - mean_absolute_error: 198.2983 - val_loss: 100934.0575 - val_mean_absolute_error: 298.4859
Epoch 1105/5000
148/148 [==============================] - 0s 34us/step - loss: 54735.5781 - mean_absolute_error: 198.2027 - val_loss: 100862.9146 - val_mean_absolute_error: 298.3734
Epoch 1106/5000
148/148 [==============================] - 0s 34us/step - loss: 54688.7617 - mean_absolute_error: 198.1070 - val_loss: 100791.7640 - val_mean_absolute_error: 298.2608
Epoch 1107/5000
148/148 [==============================] - 0s 20us/step - loss: 54641.9414 - mean_absolute_error: 198.0113 - val_loss: 100720.6442 - val_mean_absolute_error: 298.1482
Epoch 1108/5000
148/148 [==============================] - 0s 27us/step - loss: 54595.1523 - mean_absolute_error: 197.9156 - val_loss: 100649.5479 - val_mean_absolute_error: 298.0356
Epoch 1109/5000
148/148 [==============================] - 0s 27us/step - loss: 54548.3906 - mean_absolute_error: 197.8199 - val_loss: 100578.4744 - val_mean_absolute_error: 297.9230
Epoch 1110/5000
148/148 [==============================] - 0s 41us/step - loss: 54501.6562 - mean_absolute_error: 197.7242 - val_loss: 100507.4162 - val_mean_absolute_error: 297.8104
Epoch 1111/5000
148/148 [==============================] - 0s 34us/step - loss: 54454.9336 - mean_absolute_error: 197.6284 - val_loss: 100436.3735 - val_mean_absolute_error: 297.6977
Epoch 1112/5000
148/148 [==============================] - 0s 27us/step - loss: 54408.2344 - mean_absolute_error: 197.5326 - val_loss: 100365.3540 - val_mean_absolute_error: 297.5849
Epoch 1113/5000
148/148 [==============================] - 0s 34us/step - loss: 54361.5547 - mean_absolute_error: 197.4368 - val_loss: 100294.3656 - val_mean_absolute_error: 297.4722
Epoch 1114/5000
148/148 [==============================] - 0s 27us/step - loss: 54314.9023 - mean_absolute_error: 197.3410 - val_loss: 100223.3923 - val_mean_absolute_error: 297.3594
Epoch 1115/5000
148/148 [==============================] - 0s 34us/step - loss: 54268.2617 - mean_absolute_error: 197.2451 - val_loss: 100152.4267 - val_mean_absolute_error: 297.2466
Epoch 1116/5000
148/148 [==============================] - 0s 27us/step - loss: 54221.6406 - mean_absolute_error: 197.1493 - val_loss: 100081.4842 - val_mean_absolute_error: 297.1338
Epoch 1117/5000
148/148 [==============================] - 0s 27us/step - loss: 54175.0469 - mean_absolute_error: 197.0534 - val_loss: 100010.5498 - val_mean_absolute_error: 297.0209
Epoch 1118/5000
148/148 [==============================] - 0s 20us/step - loss: 54128.4609 - mean_absolute_error: 196.9574 - val_loss: 99939.6458 - val_mean_absolute_error: 296.9080
Epoch 1119/5000
148/148 [==============================] - 0s 27us/step - loss: 54081.9062 - mean_absolute_error: 196.8615 - val_loss: 99868.7650 - val_mean_absolute_error: 296.7950
Epoch 1120/5000
148/148 [==============================] - 0s 27us/step - loss: 54035.3711 - mean_absolute_error: 196.7655 - val_loss: 99797.8842 - val_mean_absolute_error: 296.6821
Epoch 1121/5000
148/148 [==============================] - 0s 34us/step - loss: 53988.8477 - mean_absolute_error: 196.6695 - val_loss: 99727.0423 - val_mean_absolute_error: 296.5691
Epoch 1122/5000
148/148 [==============================] - 0s 27us/step - loss: 53942.3594 - mean_absolute_error: 196.5734 - val_loss: 99656.2308 - val_mean_absolute_error: 296.4561
Epoch 1123/5000
148/148 [==============================] - 0s 27us/step - loss: 53895.8867 - mean_absolute_error: 196.4774 - val_loss: 99585.4271 - val_mean_absolute_error: 296.3430
Epoch 1124/5000
148/148 [==============================] - 0s 27us/step - loss: 53849.4375 - mean_absolute_error: 196.3813 - val_loss: 99514.6469 - val_mean_absolute_error: 296.2300
Epoch 1125/5000
148/148 [==============================] - 0s 34us/step - loss: 53803.0078 - mean_absolute_error: 196.2852 - val_loss: 99443.8971 - val_mean_absolute_error: 296.1169
Epoch 1126/5000
148/148 [==============================] - 0s 40us/step - loss: 53756.5977 - mean_absolute_error: 196.1891 - val_loss: 99373.1704 - val_mean_absolute_error: 296.0038
Epoch 1127/5000
148/148 [==============================] - 0s 27us/step - loss: 53710.2148 - mean_absolute_error: 196.0930 - val_loss: 99302.4442 - val_mean_absolute_error: 295.8906
Epoch 1128/5000
148/148 [==============================] - 0s 27us/step - loss: 53663.8555 - mean_absolute_error: 195.9968 - val_loss: 99231.7483 - val_mean_absolute_error: 295.7774
Epoch 1129/5000
148/148 [==============================] - 0s 27us/step - loss: 53617.5078 - mean_absolute_error: 195.9006 - val_loss: 99161.0833 - val_mean_absolute_error: 295.6642
Epoch 1130/5000
148/148 [==============================] - 0s 27us/step - loss: 53571.1875 - mean_absolute_error: 195.8044 - val_loss: 99090.4342 - val_mean_absolute_error: 295.5510
Epoch 1131/5000
148/148 [==============================] - 0s 27us/step - loss: 53524.8867 - mean_absolute_error: 195.7082 - val_loss: 99019.8000 - val_mean_absolute_error: 295.4377
Epoch 1132/5000
148/148 [==============================] - 0s 27us/step - loss: 53478.6094 - mean_absolute_error: 195.6120 - val_loss: 98949.1810 - val_mean_absolute_error: 295.3244
Epoch 1133/5000
148/148 [==============================] - 0s 34us/step - loss: 53432.3438 - mean_absolute_error: 195.5157 - val_loss: 98878.5935 - val_mean_absolute_error: 295.2111
Epoch 1134/5000
148/148 [==============================] - 0s 20us/step - loss: 53386.1094 - mean_absolute_error: 195.4194 - val_loss: 98808.0135 - val_mean_absolute_error: 295.0977
Epoch 1135/5000
148/148 [==============================] - 0s 41us/step - loss: 53339.8867 - mean_absolute_error: 195.3230 - val_loss: 98737.4644 - val_mean_absolute_error: 294.9844
Epoch 1136/5000
148/148 [==============================] - 0s 34us/step - loss: 53293.6914 - mean_absolute_error: 195.2267 - val_loss: 98666.9304 - val_mean_absolute_error: 294.8709
Epoch 1137/5000
148/148 [==============================] - 0s 27us/step - loss: 53247.5117 - mean_absolute_error: 195.1303 - val_loss: 98596.4196 - val_mean_absolute_error: 294.7575
Epoch 1138/5000
148/148 [==============================] - 0s 34us/step - loss: 53201.3633 - mean_absolute_error: 195.0339 - val_loss: 98525.9398 - val_mean_absolute_error: 294.6440
Epoch 1139/5000
148/148 [==============================] - 0s 20us/step - loss: 53155.2344 - mean_absolute_error: 194.9375 - val_loss: 98455.4908 - val_mean_absolute_error: 294.5305
Epoch 1140/5000
148/148 [==============================] - 0s 27us/step - loss: 53109.1094 - mean_absolute_error: 194.8410 - val_loss: 98385.0419 - val_mean_absolute_error: 294.4171
Epoch 1141/5000
148/148 [==============================] - 0s 34us/step - loss: 53063.0117 - mean_absolute_error: 194.7445 - val_loss: 98314.6313 - val_mean_absolute_error: 294.3035
Epoch 1142/5000
148/148 [==============================] - 0s 27us/step - loss: 53016.9336 - mean_absolute_error: 194.6480 - val_loss: 98244.2365 - val_mean_absolute_error: 294.1899
Epoch 1143/5000
148/148 [==============================] - 0s 27us/step - loss: 52970.8828 - mean_absolute_error: 194.5514 - val_loss: 98173.8721 - val_mean_absolute_error: 294.0764
Epoch 1144/5000
148/148 [==============================] - 0s 20us/step - loss: 52924.8438 - mean_absolute_error: 194.4548 - val_loss: 98103.5154 - val_mean_absolute_error: 293.9627
Epoch 1145/5000
148/148 [==============================] - 0s 27us/step - loss: 52878.8359 - mean_absolute_error: 194.3582 - val_loss: 98033.1823 - val_mean_absolute_error: 293.8491
Epoch 1146/5000
148/148 [==============================] - 0s 20us/step - loss: 52832.8438 - mean_absolute_error: 194.2616 - val_loss: 97962.8873 - val_mean_absolute_error: 293.7355
Epoch 1147/5000
148/148 [==============================] - 0s 27us/step - loss: 52786.8789 - mean_absolute_error: 194.1650 - val_loss: 97892.6081 - val_mean_absolute_error: 293.6218
Epoch 1148/5000
148/148 [==============================] - 0s 34us/step - loss: 52740.9336 - mean_absolute_error: 194.0683 - val_loss: 97822.3362 - val_mean_absolute_error: 293.5080
Epoch 1149/5000
148/148 [==============================] - 0s 34us/step - loss: 52695.0117 - mean_absolute_error: 193.9716 - val_loss: 97752.0802 - val_mean_absolute_error: 293.3943
Epoch 1150/5000
148/148 [==============================] - 0s 20us/step - loss: 52649.1094 - mean_absolute_error: 193.8749 - val_loss: 97681.8469 - val_mean_absolute_error: 293.2805
Epoch 1151/5000
148/148 [==============================] - 0s 34us/step - loss: 52603.2344 - mean_absolute_error: 193.7782 - val_loss: 97611.6448 - val_mean_absolute_error: 293.1666
Epoch 1152/5000
148/148 [==============================] - 0s 34us/step - loss: 52557.3711 - mean_absolute_error: 193.6814 - val_loss: 97541.4577 - val_mean_absolute_error: 293.0528
Epoch 1153/5000
148/148 [==============================] - 0s 27us/step - loss: 52511.5391 - mean_absolute_error: 193.5846 - val_loss: 97471.2942 - val_mean_absolute_error: 292.9389
Epoch 1154/5000
148/148 [==============================] - 0s 27us/step - loss: 52465.7305 - mean_absolute_error: 193.4879 - val_loss: 97401.1610 - val_mean_absolute_error: 292.8250
Epoch 1155/5000
148/148 [==============================] - 0s 34us/step - loss: 52419.9414 - mean_absolute_error: 193.3911 - val_loss: 97331.0129 - val_mean_absolute_error: 292.7111
Epoch 1156/5000
148/148 [==============================] - 0s 34us/step - loss: 52374.1641 - mean_absolute_error: 193.2942 - val_loss: 97260.8494 - val_mean_absolute_error: 292.5970
Epoch 1157/5000
148/148 [==============================] - 0s 27us/step - loss: 52328.4141 - mean_absolute_error: 193.1974 - val_loss: 97190.7317 - val_mean_absolute_error: 292.4829
Epoch 1158/5000
148/148 [==============================] - 0s 27us/step - loss: 52282.6953 - mean_absolute_error: 193.1005 - val_loss: 97120.6298 - val_mean_absolute_error: 292.3689
Epoch 1159/5000
148/148 [==============================] - 0s 20us/step - loss: 52237.0039 - mean_absolute_error: 193.0036 - val_loss: 97050.5581 - val_mean_absolute_error: 292.2548
Epoch 1160/5000
148/148 [==============================] - 0s 34us/step - loss: 52191.3281 - mean_absolute_error: 192.9067 - val_loss: 96980.5179 - val_mean_absolute_error: 292.1408
Epoch 1161/5000
148/148 [==============================] - 0s 34us/step - loss: 52145.6836 - mean_absolute_error: 192.8098 - val_loss: 96910.4850 - val_mean_absolute_error: 292.0266
Epoch 1162/5000
148/148 [==============================] - 0s 27us/step - loss: 52100.0547 - mean_absolute_error: 192.7128 - val_loss: 96840.4985 - val_mean_absolute_error: 291.9125
Epoch 1163/5000
148/148 [==============================] - 0s 34us/step - loss: 52054.4609 - mean_absolute_error: 192.6158 - val_loss: 96770.5279 - val_mean_absolute_error: 291.7983
Epoch 1164/5000
148/148 [==============================] - 0s 27us/step - loss: 52008.8750 - mean_absolute_error: 192.5189 - val_loss: 96700.5798 - val_mean_absolute_error: 291.6841
Epoch 1165/5000
148/148 [==============================] - 0s 20us/step - loss: 51963.3242 - mean_absolute_error: 192.4219 - val_loss: 96630.6550 - val_mean_absolute_error: 291.5699
Epoch 1166/5000
148/148 [==============================] - 0s 41us/step - loss: 51917.7891 - mean_absolute_error: 192.3249 - val_loss: 96560.7535 - val_mean_absolute_error: 291.4557
Epoch 1167/5000
148/148 [==============================] - 0s 27us/step - loss: 51872.2852 - mean_absolute_error: 192.2278 - val_loss: 96490.8671 - val_mean_absolute_error: 291.3413
Epoch 1168/5000
148/148 [==============================] - 0s 27us/step - loss: 51826.7891 - mean_absolute_error: 192.1307 - val_loss: 96421.0196 - val_mean_absolute_error: 291.2271
Epoch 1169/5000
148/148 [==============================] - 0s 34us/step - loss: 51781.3359 - mean_absolute_error: 192.0337 - val_loss: 96351.1871 - val_mean_absolute_error: 291.1127
Epoch 1170/5000
148/148 [==============================] - 0s 27us/step - loss: 51735.8945 - mean_absolute_error: 191.9365 - val_loss: 96281.3781 - val_mean_absolute_error: 290.9984
Epoch 1171/5000
148/148 [==============================] - 0s 41us/step - loss: 51690.4844 - mean_absolute_error: 191.8394 - val_loss: 96211.5846 - val_mean_absolute_error: 290.8841
Epoch 1172/5000
148/148 [==============================] - 0s 34us/step - loss: 51645.1016 - mean_absolute_error: 191.7423 - val_loss: 96141.8060 - val_mean_absolute_error: 290.7696
Epoch 1173/5000
148/148 [==============================] - 0s 27us/step - loss: 51599.7383 - mean_absolute_error: 191.6451 - val_loss: 96072.0587 - val_mean_absolute_error: 290.6552
Epoch 1174/5000
148/148 [==============================] - 0s 27us/step - loss: 51554.3984 - mean_absolute_error: 191.5480 - val_loss: 96002.3421 - val_mean_absolute_error: 290.5407
Epoch 1175/5000
148/148 [==============================] - 0s 27us/step - loss: 51509.0820 - mean_absolute_error: 191.4508 - val_loss: 95932.6408 - val_mean_absolute_error: 290.4262
Epoch 1176/5000
148/148 [==============================] - 0s 34us/step - loss: 51463.7852 - mean_absolute_error: 191.3536 - val_loss: 95862.9629 - val_mean_absolute_error: 290.3117
Epoch 1177/5000
148/148 [==============================] - 0s 27us/step - loss: 51418.5156 - mean_absolute_error: 191.2563 - val_loss: 95793.3233 - val_mean_absolute_error: 290.1972
Epoch 1178/5000
148/148 [==============================] - 0s 27us/step - loss: 51373.2812 - mean_absolute_error: 191.1591 - val_loss: 95723.6994 - val_mean_absolute_error: 290.0827
Epoch 1179/5000
148/148 [==============================] - 0s 27us/step - loss: 51328.0625 - mean_absolute_error: 191.0618 - val_loss: 95654.0981 - val_mean_absolute_error: 289.9681
Epoch 1180/5000
148/148 [==============================] - 0s 27us/step - loss: 51282.8711 - mean_absolute_error: 190.9646 - val_loss: 95584.5279 - val_mean_absolute_error: 289.8535
Epoch 1181/5000
148/148 [==============================] - 0s 34us/step - loss: 51237.7070 - mean_absolute_error: 190.8673 - val_loss: 95514.9888 - val_mean_absolute_error: 289.7388
Epoch 1182/5000
148/148 [==============================] - 0s 27us/step - loss: 51192.5625 - mean_absolute_error: 190.7700 - val_loss: 95445.4650 - val_mean_absolute_error: 289.6242
Epoch 1183/5000
148/148 [==============================] - 0s 27us/step - loss: 51147.4453 - mean_absolute_error: 190.6727 - val_loss: 95375.9794 - val_mean_absolute_error: 289.5096
Epoch 1184/5000
148/148 [==============================] - 0s 27us/step - loss: 51102.3516 - mean_absolute_error: 190.5753 - val_loss: 95306.4942 - val_mean_absolute_error: 289.3949
Epoch 1185/5000
148/148 [==============================] - 0s 34us/step - loss: 51057.2773 - mean_absolute_error: 190.4779 - val_loss: 95237.0552 - val_mean_absolute_error: 289.2802
Epoch 1186/5000
148/148 [==============================] - 0s 34us/step - loss: 51012.2305 - mean_absolute_error: 190.3805 - val_loss: 95167.6471 - val_mean_absolute_error: 289.1655
Epoch 1187/5000
148/148 [==============================] - 0s 20us/step - loss: 50967.2109 - mean_absolute_error: 190.2831 - val_loss: 95098.2540 - val_mean_absolute_error: 289.0507
Epoch 1188/5000
148/148 [==============================] - 0s 27us/step - loss: 50922.2109 - mean_absolute_error: 190.1857 - val_loss: 95028.8921 - val_mean_absolute_error: 288.9360
Epoch 1189/5000
148/148 [==============================] - 0s 34us/step - loss: 50877.2383 - mean_absolute_error: 190.0882 - val_loss: 94959.5456 - val_mean_absolute_error: 288.8212
Epoch 1190/5000
148/148 [==============================] - 0s 27us/step - loss: 50832.3008 - mean_absolute_error: 189.9908 - val_loss: 94890.2377 - val_mean_absolute_error: 288.7064
Epoch 1191/5000
148/148 [==============================] - 0s 34us/step - loss: 50787.3789 - mean_absolute_error: 189.8933 - val_loss: 94820.9450 - val_mean_absolute_error: 288.5915
Epoch 1192/5000
148/148 [==============================] - 0s 20us/step - loss: 50742.4727 - mean_absolute_error: 189.7958 - val_loss: 94751.6829 - val_mean_absolute_error: 288.4767
Epoch 1193/5000
148/148 [==============================] - 0s 34us/step - loss: 50697.6016 - mean_absolute_error: 189.6983 - val_loss: 94682.4444 - val_mean_absolute_error: 288.3618
Epoch 1194/5000
148/148 [==============================] - 0s 27us/step - loss: 50652.7500 - mean_absolute_error: 189.6008 - val_loss: 94613.2365 - val_mean_absolute_error: 288.2469
Epoch 1195/5000
148/148 [==============================] - 0s 27us/step - loss: 50607.9336 - mean_absolute_error: 189.5033 - val_loss: 94544.0596 - val_mean_absolute_error: 288.1320
Epoch 1196/5000
148/148 [==============================] - 0s 27us/step - loss: 50563.1406 - mean_absolute_error: 189.4057 - val_loss: 94474.8904 - val_mean_absolute_error: 288.0170
Epoch 1197/5000
148/148 [==============================] - 0s 20us/step - loss: 50518.3711 - mean_absolute_error: 189.3081 - val_loss: 94405.7675 - val_mean_absolute_error: 287.9021
Epoch 1198/5000
148/148 [==============================] - 0s 41us/step - loss: 50473.6250 - mean_absolute_error: 189.2106 - val_loss: 94336.6677 - val_mean_absolute_error: 287.7872
Epoch 1199/5000
148/148 [==============================] - 0s 34us/step - loss: 50428.9141 - mean_absolute_error: 189.1130 - val_loss: 94267.5906 - val_mean_absolute_error: 287.6722
Epoch 1200/5000
148/148 [==============================] - 0s 34us/step - loss: 50384.2148 - mean_absolute_error: 189.0154 - val_loss: 94198.5448 - val_mean_absolute_error: 287.5572
Epoch 1201/5000
148/148 [==============================] - 0s 27us/step - loss: 50339.5469 - mean_absolute_error: 188.9177 - val_loss: 94129.5298 - val_mean_absolute_error: 287.4421
Epoch 1202/5000
148/148 [==============================] - 0s 27us/step - loss: 50294.9141 - mean_absolute_error: 188.8201 - val_loss: 94060.5302 - val_mean_absolute_error: 287.3271
Epoch 1203/5000
148/148 [==============================] - 0s 27us/step - loss: 50250.2930 - mean_absolute_error: 188.7225 - val_loss: 93991.5767 - val_mean_absolute_error: 287.2120
Epoch 1204/5000
148/148 [==============================] - 0s 27us/step - loss: 50205.7070 - mean_absolute_error: 188.6248 - val_loss: 93922.6465 - val_mean_absolute_error: 287.0970
Epoch 1205/5000
148/148 [==============================] - 0s 20us/step - loss: 50161.1367 - mean_absolute_error: 188.5271 - val_loss: 93853.7315 - val_mean_absolute_error: 286.9819
Epoch 1206/5000
148/148 [==============================] - 0s 27us/step - loss: 50116.5742 - mean_absolute_error: 188.4294 - val_loss: 93784.8475 - val_mean_absolute_error: 286.8667
Epoch 1207/5000
148/148 [==============================] - 0s 34us/step - loss: 50072.0430 - mean_absolute_error: 188.3316 - val_loss: 93715.9715 - val_mean_absolute_error: 286.7515
Epoch 1208/5000
148/148 [==============================] - 0s 34us/step - loss: 50027.5195 - mean_absolute_error: 188.2338 - val_loss: 93647.1258 - val_mean_absolute_error: 286.6364
Epoch 1209/5000
148/148 [==============================] - 0s 34us/step - loss: 49983.0352 - mean_absolute_error: 188.1361 - val_loss: 93578.3190 - val_mean_absolute_error: 286.5211
Epoch 1210/5000
148/148 [==============================] - 0s 27us/step - loss: 49938.5742 - mean_absolute_error: 188.0383 - val_loss: 93509.5121 - val_mean_absolute_error: 286.4058
Epoch 1211/5000
148/148 [==============================] - 0s 27us/step - loss: 49894.1250 - mean_absolute_error: 187.9405 - val_loss: 93440.7515 - val_mean_absolute_error: 286.2906
Epoch 1212/5000
148/148 [==============================] - 0s 27us/step - loss: 49849.7109 - mean_absolute_error: 187.8427 - val_loss: 93372.0217 - val_mean_absolute_error: 286.1753
Epoch 1213/5000
148/148 [==============================] - 0s 34us/step - loss: 49805.3242 - mean_absolute_error: 187.7449 - val_loss: 93303.3227 - val_mean_absolute_error: 286.0601
Epoch 1214/5000
148/148 [==============================] - 0s 27us/step - loss: 49760.9570 - mean_absolute_error: 187.6470 - val_loss: 93234.6235 - val_mean_absolute_error: 285.9447
Epoch 1215/5000
148/148 [==============================] - 0s 27us/step - loss: 49716.6133 - mean_absolute_error: 187.5491 - val_loss: 93165.9631 - val_mean_absolute_error: 285.8294
Epoch 1216/5000
148/148 [==============================] - 0s 27us/step - loss: 49672.2969 - mean_absolute_error: 187.4513 - val_loss: 93097.3335 - val_mean_absolute_error: 285.7139
Epoch 1217/5000
148/148 [==============================] - 0s 27us/step - loss: 49628.0039 - mean_absolute_error: 187.3534 - val_loss: 93028.7346 - val_mean_absolute_error: 285.5986
Epoch 1218/5000
148/148 [==============================] - 0s 27us/step - loss: 49583.7383 - mean_absolute_error: 187.2555 - val_loss: 92960.1667 - val_mean_absolute_error: 285.4831
Epoch 1219/5000
148/148 [==============================] - 0s 34us/step - loss: 49539.5117 - mean_absolute_error: 187.1576 - val_loss: 92891.6219 - val_mean_absolute_error: 285.3677
Epoch 1220/5000
148/148 [==============================] - 0s 20us/step - loss: 49495.3008 - mean_absolute_error: 187.0597 - val_loss: 92823.1156 - val_mean_absolute_error: 285.2523
Epoch 1221/5000
148/148 [==============================] - 0s 34us/step - loss: 49451.1172 - mean_absolute_error: 186.9618 - val_loss: 92754.6325 - val_mean_absolute_error: 285.1368
Epoch 1222/5000
148/148 [==============================] - 0s 27us/step - loss: 49406.9609 - mean_absolute_error: 186.8638 - val_loss: 92686.1802 - val_mean_absolute_error: 285.0214
Epoch 1223/5000
148/148 [==============================] - 0s 34us/step - loss: 49362.8281 - mean_absolute_error: 186.7659 - val_loss: 92617.7587 - val_mean_absolute_error: 284.9058
Epoch 1224/5000
148/148 [==============================] - 0s 34us/step - loss: 49318.7266 - mean_absolute_error: 186.6679 - val_loss: 92549.3604 - val_mean_absolute_error: 284.7903
Epoch 1225/5000
148/148 [==============================] - 0s 27us/step - loss: 49274.6445 - mean_absolute_error: 186.5699 - val_loss: 92480.9619 - val_mean_absolute_error: 284.6748
Epoch 1226/5000
148/148 [==============================] - 0s 27us/step - loss: 49230.5859 - mean_absolute_error: 186.4719 - val_loss: 92412.6021 - val_mean_absolute_error: 284.5592
Epoch 1227/5000
148/148 [==============================] - 0s 27us/step - loss: 49186.5586 - mean_absolute_error: 186.3739 - val_loss: 92344.2654 - val_mean_absolute_error: 284.4436
Epoch 1228/5000
148/148 [==============================] - 0s 41us/step - loss: 49142.5625 - mean_absolute_error: 186.2759 - val_loss: 92275.9594 - val_mean_absolute_error: 284.3280
Epoch 1229/5000
148/148 [==============================] - 0s 27us/step - loss: 49098.5938 - mean_absolute_error: 186.1779 - val_loss: 92207.6998 - val_mean_absolute_error: 284.2123
Epoch 1230/5000
148/148 [==============================] - 0s 27us/step - loss: 49054.6250 - mean_absolute_error: 186.0798 - val_loss: 92139.4252 - val_mean_absolute_error: 284.0966
Epoch 1231/5000
148/148 [==============================] - 0s 27us/step - loss: 49010.6523 - mean_absolute_error: 185.9816 - val_loss: 92071.1888 - val_mean_absolute_error: 283.9809
Epoch 1232/5000
148/148 [==============================] - 0s 27us/step - loss: 48966.7109 - mean_absolute_error: 185.8835 - val_loss: 92002.9677 - val_mean_absolute_error: 283.8653
Epoch 1233/5000
148/148 [==============================] - 0s 27us/step - loss: 48922.7891 - mean_absolute_error: 185.7854 - val_loss: 91934.7621 - val_mean_absolute_error: 283.7495
Epoch 1234/5000
148/148 [==============================] - 0s 34us/step - loss: 48878.8867 - mean_absolute_error: 185.6872 - val_loss: 91866.5871 - val_mean_absolute_error: 283.6337
Epoch 1235/5000
148/148 [==============================] - 0s 41us/step - loss: 48835.0117 - mean_absolute_error: 185.5891 - val_loss: 91798.4125 - val_mean_absolute_error: 283.5179
Epoch 1236/5000
148/148 [==============================] - 0s 27us/step - loss: 48791.1562 - mean_absolute_error: 185.4909 - val_loss: 91730.2838 - val_mean_absolute_error: 283.4020
Epoch 1237/5000
148/148 [==============================] - 0s 27us/step - loss: 48747.3242 - mean_absolute_error: 185.3927 - val_loss: 91662.1785 - val_mean_absolute_error: 283.2862
Epoch 1238/5000
148/148 [==============================] - 0s 34us/step - loss: 48703.5234 - mean_absolute_error: 185.2945 - val_loss: 91594.0885 - val_mean_absolute_error: 283.1703
Epoch 1239/5000
148/148 [==============================] - 0s 27us/step - loss: 48659.7422 - mean_absolute_error: 185.1963 - val_loss: 91526.0217 - val_mean_absolute_error: 283.0544
Epoch 1240/5000
148/148 [==============================] - 0s 27us/step - loss: 48615.9922 - mean_absolute_error: 185.0981 - val_loss: 91457.9933 - val_mean_absolute_error: 282.9385
Epoch 1241/5000
148/148 [==============================] - 0s 34us/step - loss: 48572.2617 - mean_absolute_error: 184.9998 - val_loss: 91389.9881 - val_mean_absolute_error: 282.8225
Epoch 1242/5000
148/148 [==============================] - 0s 27us/step - loss: 48528.5586 - mean_absolute_error: 184.9016 - val_loss: 91322.0142 - val_mean_absolute_error: 282.7065
Epoch 1243/5000
148/148 [==============================] - 0s 27us/step - loss: 48484.8867 - mean_absolute_error: 184.8033 - val_loss: 91254.0552 - val_mean_absolute_error: 282.5906
Epoch 1244/5000
148/148 [==============================] - 0s 27us/step - loss: 48441.2344 - mean_absolute_error: 184.7050 - val_loss: 91186.1346 - val_mean_absolute_error: 282.4746
Epoch 1245/5000
148/148 [==============================] - 0s 27us/step - loss: 48397.6133 - mean_absolute_error: 184.6067 - val_loss: 91118.2373 - val_mean_absolute_error: 282.3585
Epoch 1246/5000
148/148 [==============================] - 0s 27us/step - loss: 48354.0117 - mean_absolute_error: 184.5084 - val_loss: 91050.3631 - val_mean_absolute_error: 282.2425
Epoch 1247/5000
148/148 [==============================] - 0s 34us/step - loss: 48310.4414 - mean_absolute_error: 184.4102 - val_loss: 90982.5277 - val_mean_absolute_error: 282.1264
Epoch 1248/5000
148/148 [==============================] - 0s 27us/step - loss: 48266.8984 - mean_absolute_error: 184.3118 - val_loss: 90914.7152 - val_mean_absolute_error: 282.0104
Epoch 1249/5000
148/148 [==============================] - 0s 27us/step - loss: 48223.3711 - mean_absolute_error: 184.2135 - val_loss: 90846.9258 - val_mean_absolute_error: 281.8943
Epoch 1250/5000
148/148 [==============================] - 0s 34us/step - loss: 48179.8828 - mean_absolute_error: 184.1151 - val_loss: 90779.1677 - val_mean_absolute_error: 281.7781
Epoch 1251/5000
148/148 [==============================] - 0s 27us/step - loss: 48136.4141 - mean_absolute_error: 184.0167 - val_loss: 90711.4477 - val_mean_absolute_error: 281.6620
Epoch 1252/5000
148/148 [==============================] - 0s 27us/step - loss: 48092.9844 - mean_absolute_error: 183.9184 - val_loss: 90643.7431 - val_mean_absolute_error: 281.5458
Epoch 1253/5000
148/148 [==============================] - 0s 27us/step - loss: 48049.5703 - mean_absolute_error: 183.8200 - val_loss: 90576.0769 - val_mean_absolute_error: 281.4296
Epoch 1254/5000
148/148 [==============================] - 0s 27us/step - loss: 48006.1992 - mean_absolute_error: 183.7216 - val_loss: 90508.4265 - val_mean_absolute_error: 281.3134
Epoch 1255/5000
148/148 [==============================] - 0s 20us/step - loss: 47962.8359 - mean_absolute_error: 183.6232 - val_loss: 90440.8067 - val_mean_absolute_error: 281.1971
Epoch 1256/5000
148/148 [==============================] - 0s 34us/step - loss: 47919.5117 - mean_absolute_error: 183.5248 - val_loss: 90373.2254 - val_mean_absolute_error: 281.0809
Epoch 1257/5000
148/148 [==============================] - 0s 27us/step - loss: 47876.2266 - mean_absolute_error: 183.4264 - val_loss: 90305.6754 - val_mean_absolute_error: 280.9646
Epoch 1258/5000
148/148 [==============================] - 0s 27us/step - loss: 47832.9609 - mean_absolute_error: 183.3280 - val_loss: 90238.1481 - val_mean_absolute_error: 280.8484
Epoch 1259/5000
148/148 [==============================] - 0s 34us/step - loss: 47789.7109 - mean_absolute_error: 183.2296 - val_loss: 90170.6594 - val_mean_absolute_error: 280.7321
Epoch 1260/5000
148/148 [==============================] - 0s 20us/step - loss: 47746.5078 - mean_absolute_error: 183.1311 - val_loss: 90103.1554 - val_mean_absolute_error: 280.6157
Epoch 1261/5000
148/148 [==============================] - 0s 34us/step - loss: 47703.3242 - mean_absolute_error: 183.0327 - val_loss: 90035.6821 - val_mean_absolute_error: 280.4993
Epoch 1262/5000
148/148 [==============================] - 0s 34us/step - loss: 47660.1719 - mean_absolute_error: 182.9342 - val_loss: 89968.2396 - val_mean_absolute_error: 280.3830
Epoch 1263/5000
148/148 [==============================] - 0s 27us/step - loss: 47617.0547 - mean_absolute_error: 182.8357 - val_loss: 89900.8435 - val_mean_absolute_error: 280.2666
Epoch 1264/5000
148/148 [==============================] - 0s 27us/step - loss: 47573.9609 - mean_absolute_error: 182.7373 - val_loss: 89833.4627 - val_mean_absolute_error: 280.1502
Epoch 1265/5000
148/148 [==============================] - 0s 34us/step - loss: 47530.8906 - mean_absolute_error: 182.6388 - val_loss: 89766.1208 - val_mean_absolute_error: 280.0338
Epoch 1266/5000
148/148 [==============================] - 0s 34us/step - loss: 47487.8594 - mean_absolute_error: 182.5403 - val_loss: 89698.8017 - val_mean_absolute_error: 279.9174
Epoch 1267/5000
148/148 [==============================] - 0s 34us/step - loss: 47444.8438 - mean_absolute_error: 182.4418 - val_loss: 89631.5365 - val_mean_absolute_error: 279.8009
Epoch 1268/5000
148/148 [==============================] - 0s 27us/step - loss: 47401.8711 - mean_absolute_error: 182.3433 - val_loss: 89564.3023 - val_mean_absolute_error: 279.6844
Epoch 1269/5000
148/148 [==============================] - 0s 27us/step - loss: 47358.9219 - mean_absolute_error: 182.2448 - val_loss: 89497.0756 - val_mean_absolute_error: 279.5680
Epoch 1270/5000
148/148 [==============================] - 0s 20us/step - loss: 47316.0000 - mean_absolute_error: 182.1462 - val_loss: 89429.8954 - val_mean_absolute_error: 279.4516
Epoch 1271/5000
148/148 [==============================] - 0s 27us/step - loss: 47273.1016 - mean_absolute_error: 182.0477 - val_loss: 89362.7535 - val_mean_absolute_error: 279.3351
Epoch 1272/5000
148/148 [==============================] - 0s 34us/step - loss: 47230.2383 - mean_absolute_error: 181.9491 - val_loss: 89295.6425 - val_mean_absolute_error: 279.2186
Epoch 1273/5000
148/148 [==============================] - 0s 34us/step - loss: 47187.4062 - mean_absolute_error: 181.8506 - val_loss: 89228.5627 - val_mean_absolute_error: 279.1021
Epoch 1274/5000
148/148 [==============================] - 0s 34us/step - loss: 47144.6016 - mean_absolute_error: 181.7521 - val_loss: 89161.5210 - val_mean_absolute_error: 278.9856
Epoch 1275/5000
148/148 [==============================] - 0s 27us/step - loss: 47101.8320 - mean_absolute_error: 181.6535 - val_loss: 89094.5106 - val_mean_absolute_error: 278.8690
Epoch 1276/5000
148/148 [==============================] - 0s 27us/step - loss: 47059.0508 - mean_absolute_error: 181.5548 - val_loss: 89027.5381 - val_mean_absolute_error: 278.7525
Epoch 1277/5000
148/148 [==============================] - 0s 34us/step - loss: 47016.2930 - mean_absolute_error: 181.4563 - val_loss: 88960.6046 - val_mean_absolute_error: 278.6360
Epoch 1278/5000
148/148 [==============================] - 0s 27us/step - loss: 46973.5469 - mean_absolute_error: 181.3576 - val_loss: 88893.6708 - val_mean_absolute_error: 278.5194
Epoch 1279/5000
148/148 [==============================] - 0s 27us/step - loss: 46930.8398 - mean_absolute_error: 181.2589 - val_loss: 88826.7683 - val_mean_absolute_error: 278.4028
Epoch 1280/5000
148/148 [==============================] - 0s 27us/step - loss: 46888.1562 - mean_absolute_error: 181.1603 - val_loss: 88759.8963 - val_mean_absolute_error: 278.2863
Epoch 1281/5000
148/148 [==============================] - 0s 27us/step - loss: 46845.5000 - mean_absolute_error: 181.0616 - val_loss: 88693.0708 - val_mean_absolute_error: 278.1697
Epoch 1282/5000
148/148 [==============================] - 0s 41us/step - loss: 46802.8633 - mean_absolute_error: 180.9630 - val_loss: 88626.2988 - val_mean_absolute_error: 278.0531
Epoch 1283/5000
148/148 [==============================] - 0s 27us/step - loss: 46760.2617 - mean_absolute_error: 180.8643 - val_loss: 88559.5425 - val_mean_absolute_error: 277.9366
Epoch 1284/5000
148/148 [==============================] - 0s 27us/step - loss: 46717.6836 - mean_absolute_error: 180.7656 - val_loss: 88492.8400 - val_mean_absolute_error: 277.8200
Epoch 1285/5000
148/148 [==============================] - 0s 27us/step - loss: 46675.1328 - mean_absolute_error: 180.6669 - val_loss: 88426.1687 - val_mean_absolute_error: 277.7034
Epoch 1286/5000
148/148 [==============================] - 0s 27us/step - loss: 46632.6055 - mean_absolute_error: 180.5682 - val_loss: 88359.5283 - val_mean_absolute_error: 277.5868
Epoch 1287/5000
148/148 [==============================] - 0s 41us/step - loss: 46590.1172 - mean_absolute_error: 180.4695 - val_loss: 88292.9337 - val_mean_absolute_error: 277.4702
Epoch 1288/5000
148/148 [==============================] - 0s 20us/step - loss: 46547.6406 - mean_absolute_error: 180.3708 - val_loss: 88226.3781 - val_mean_absolute_error: 277.3536
Epoch 1289/5000
148/148 [==============================] - 0s 34us/step - loss: 46505.1992 - mean_absolute_error: 180.2721 - val_loss: 88159.8604 - val_mean_absolute_error: 277.2370
Epoch 1290/5000
148/148 [==============================] - 0s 34us/step - loss: 46462.7891 - mean_absolute_error: 180.1734 - val_loss: 88093.3742 - val_mean_absolute_error: 277.1203
Epoch 1291/5000
148/148 [==============================] - 0s 27us/step - loss: 46420.4102 - mean_absolute_error: 180.0746 - val_loss: 88026.9335 - val_mean_absolute_error: 277.0037
Epoch 1292/5000
148/148 [==============================] - 0s 27us/step - loss: 46378.0547 - mean_absolute_error: 179.9759 - val_loss: 87960.5013 - val_mean_absolute_error: 276.8871
Epoch 1293/5000
148/148 [==============================] - 0s 27us/step - loss: 46335.7266 - mean_absolute_error: 179.8771 - val_loss: 87894.1460 - val_mean_absolute_error: 276.7705
Epoch 1294/5000
148/148 [==============================] - 0s 27us/step - loss: 46293.4297 - mean_absolute_error: 179.7784 - val_loss: 87827.8135 - val_mean_absolute_error: 276.6538
Epoch 1295/5000
148/148 [==============================] - 0s 27us/step - loss: 46251.1680 - mean_absolute_error: 179.6796 - val_loss: 87761.5121 - val_mean_absolute_error: 276.5372
Epoch 1296/5000
148/148 [==============================] - 0s 27us/step - loss: 46208.9414 - mean_absolute_error: 179.5809 - val_loss: 87695.2490 - val_mean_absolute_error: 276.4206
Epoch 1297/5000
148/148 [==============================] - 0s 27us/step - loss: 46166.7227 - mean_absolute_error: 179.4821 - val_loss: 87629.0246 - val_mean_absolute_error: 276.3039
Epoch 1298/5000
148/148 [==============================] - 0s 101us/step - loss: 46124.5508 - mean_absolute_error: 179.3834 - val_loss: 87562.8235 - val_mean_absolute_error: 276.1872
Epoch 1299/5000
148/148 [==============================] - 0s 34us/step - loss: 46082.4062 - mean_absolute_error: 179.2845 - val_loss: 87496.6683 - val_mean_absolute_error: 276.0705
Epoch 1300/5000
148/148 [==============================] - 0s 27us/step - loss: 46040.2930 - mean_absolute_error: 179.1858 - val_loss: 87430.5367 - val_mean_absolute_error: 275.9537
Epoch 1301/5000
148/148 [==============================] - 0s 34us/step - loss: 45998.1992 - mean_absolute_error: 179.0870 - val_loss: 87364.4590 - val_mean_absolute_error: 275.8370
Epoch 1302/5000
148/148 [==============================] - 0s 27us/step - loss: 45956.1484 - mean_absolute_error: 178.9882 - val_loss: 87298.4037 - val_mean_absolute_error: 275.7202
Epoch 1303/5000
148/148 [==============================] - 0s 20us/step - loss: 45914.1289 - mean_absolute_error: 178.8894 - val_loss: 87232.3800 - val_mean_absolute_error: 275.6034
Epoch 1304/5000
148/148 [==============================] - 0s 34us/step - loss: 45872.1250 - mean_absolute_error: 178.7906 - val_loss: 87166.4023 - val_mean_absolute_error: 275.4866
Epoch 1305/5000
148/148 [==============================] - 0s 34us/step - loss: 45830.1680 - mean_absolute_error: 178.6918 - val_loss: 87100.4556 - val_mean_absolute_error: 275.3698
Epoch 1306/5000
148/148 [==============================] - 0s 27us/step - loss: 45788.2383 - mean_absolute_error: 178.5930 - val_loss: 87034.5471 - val_mean_absolute_error: 275.2530
Epoch 1307/5000
148/148 [==============================] - 0s 27us/step - loss: 45746.3398 - mean_absolute_error: 178.4942 - val_loss: 86968.6773 - val_mean_absolute_error: 275.1362
Epoch 1308/5000
148/148 [==============================] - 0s 27us/step - loss: 45704.4688 - mean_absolute_error: 178.3954 - val_loss: 86902.8463 - val_mean_absolute_error: 275.0194
Epoch 1309/5000
148/148 [==============================] - 0s 27us/step - loss: 45662.6289 - mean_absolute_error: 178.2965 - val_loss: 86837.0531 - val_mean_absolute_error: 274.9026
Epoch 1310/5000
148/148 [==============================] - 0s 27us/step - loss: 45620.8203 - mean_absolute_error: 178.1977 - val_loss: 86771.2760 - val_mean_absolute_error: 274.7857
Epoch 1311/5000
148/148 [==============================] - 0s 27us/step - loss: 45579.0469 - mean_absolute_error: 178.0989 - val_loss: 86705.5606 - val_mean_absolute_error: 274.6689
Epoch 1312/5000
148/148 [==============================] - 0s 27us/step - loss: 45537.3008 - mean_absolute_error: 178.0001 - val_loss: 86639.8683 - val_mean_absolute_error: 274.5521
Epoch 1313/5000
148/148 [==============================] - 0s 27us/step - loss: 45495.5859 - mean_absolute_error: 177.9012 - val_loss: 86574.2142 - val_mean_absolute_error: 274.4352
Epoch 1314/5000
148/148 [==============================] - 0s 27us/step - loss: 45453.9062 - mean_absolute_error: 177.8024 - val_loss: 86508.6065 - val_mean_absolute_error: 274.3184
Epoch 1315/5000
148/148 [==============================] - 0s 27us/step - loss: 45412.2500 - mean_absolute_error: 177.7036 - val_loss: 86443.0296 - val_mean_absolute_error: 274.2015
Epoch 1316/5000
148/148 [==============================] - 0s 20us/step - loss: 45370.6328 - mean_absolute_error: 177.6047 - val_loss: 86377.4915 - val_mean_absolute_error: 274.0847
Epoch 1317/5000
148/148 [==============================] - 0s 27us/step - loss: 45329.0352 - mean_absolute_error: 177.5059 - val_loss: 86311.9688 - val_mean_absolute_error: 273.9678
Epoch 1318/5000
148/148 [==============================] - 0s 20us/step - loss: 45287.4688 - mean_absolute_error: 177.4070 - val_loss: 86246.4919 - val_mean_absolute_error: 273.8509
Epoch 1319/5000
148/148 [==============================] - 0s 27us/step - loss: 45245.9375 - mean_absolute_error: 177.3082 - val_loss: 86181.0538 - val_mean_absolute_error: 273.7341
Epoch 1320/5000
148/148 [==============================] - 0s 34us/step - loss: 45204.4375 - mean_absolute_error: 177.2093 - val_loss: 86115.6544 - val_mean_absolute_error: 273.6172
Epoch 1321/5000
148/148 [==============================] - 0s 41us/step - loss: 45162.9727 - mean_absolute_error: 177.1104 - val_loss: 86050.3165 - val_mean_absolute_error: 273.5003
Epoch 1322/5000
148/148 [==============================] - 0s 20us/step - loss: 45121.5391 - mean_absolute_error: 177.0116 - val_loss: 85985.0019 - val_mean_absolute_error: 273.3834
Epoch 1323/5000
148/148 [==============================] - 0s 34us/step - loss: 45080.1367 - mean_absolute_error: 176.9127 - val_loss: 85919.7027 - val_mean_absolute_error: 273.2665
Epoch 1324/5000
148/148 [==============================] - 0s 20us/step - loss: 45038.7539 - mean_absolute_error: 176.8138 - val_loss: 85854.4417 - val_mean_absolute_error: 273.1495
Epoch 1325/5000
148/148 [==============================] - 0s 20us/step - loss: 44997.4141 - mean_absolute_error: 176.7150 - val_loss: 85789.2271 - val_mean_absolute_error: 273.0327
Epoch 1326/5000
148/148 [==============================] - 0s 34us/step - loss: 44956.1055 - mean_absolute_error: 176.6161 - val_loss: 85724.0665 - val_mean_absolute_error: 272.9157
Epoch 1327/5000
148/148 [==============================] - 0s 27us/step - loss: 44914.8242 - mean_absolute_error: 176.5172 - val_loss: 85658.9292 - val_mean_absolute_error: 272.7989
Epoch 1328/5000
148/148 [==============================] - 0s 27us/step - loss: 44873.5820 - mean_absolute_error: 176.4184 - val_loss: 85593.8304 - val_mean_absolute_error: 272.6820
Epoch 1329/5000
148/148 [==============================] - 0s 27us/step - loss: 44832.3672 - mean_absolute_error: 176.3195 - val_loss: 85528.7548 - val_mean_absolute_error: 272.5650
Epoch 1330/5000
148/148 [==============================] - 0s 27us/step - loss: 44791.1758 - mean_absolute_error: 176.2206 - val_loss: 85463.7406 - val_mean_absolute_error: 272.4480
Epoch 1331/5000
148/148 [==============================] - 0s 34us/step - loss: 44750.0273 - mean_absolute_error: 176.1217 - val_loss: 85398.7573 - val_mean_absolute_error: 272.3311
Epoch 1332/5000
148/148 [==============================] - 0s 34us/step - loss: 44708.9102 - mean_absolute_error: 176.0228 - val_loss: 85333.7973 - val_mean_absolute_error: 272.2142
Epoch 1333/5000
148/148 [==============================] - 0s 34us/step - loss: 44667.8203 - mean_absolute_error: 175.9240 - val_loss: 85268.8913 - val_mean_absolute_error: 272.0973
Epoch 1334/5000
148/148 [==============================] - 0s 20us/step - loss: 44626.7656 - mean_absolute_error: 175.8251 - val_loss: 85204.0233 - val_mean_absolute_error: 271.9803
Epoch 1335/5000
148/148 [==============================] - 0s 27us/step - loss: 44585.7383 - mean_absolute_error: 175.7262 - val_loss: 85139.1944 - val_mean_absolute_error: 271.8634
Epoch 1336/5000
148/148 [==============================] - 0s 27us/step - loss: 44544.7461 - mean_absolute_error: 175.6273 - val_loss: 85074.4037 - val_mean_absolute_error: 271.7465
Epoch 1337/5000
148/148 [==============================] - 0s 20us/step - loss: 44503.7930 - mean_absolute_error: 175.5284 - val_loss: 85009.6362 - val_mean_absolute_error: 271.6295
Epoch 1338/5000
148/148 [==============================] - 0s 34us/step - loss: 44462.8633 - mean_absolute_error: 175.4295 - val_loss: 84944.9229 - val_mean_absolute_error: 271.5126
Epoch 1339/5000
148/148 [==============================] - 0s 20us/step - loss: 44421.9688 - mean_absolute_error: 175.3306 - val_loss: 84880.2481 - val_mean_absolute_error: 271.3956
Epoch 1340/5000
148/148 [==============================] - 0s 27us/step - loss: 44381.1016 - mean_absolute_error: 175.2318 - val_loss: 84815.6042 - val_mean_absolute_error: 271.2787
Epoch 1341/5000
148/148 [==============================] - 0s 27us/step - loss: 44340.2695 - mean_absolute_error: 175.1329 - val_loss: 84750.9908 - val_mean_absolute_error: 271.1617
Epoch 1342/5000
148/148 [==============================] - 0s 27us/step - loss: 44299.4688 - mean_absolute_error: 175.0340 - val_loss: 84686.4162 - val_mean_absolute_error: 271.0448
Epoch 1343/5000
148/148 [==============================] - 0s 34us/step - loss: 44258.6875 - mean_absolute_error: 174.9351 - val_loss: 84621.8646 - val_mean_absolute_error: 270.9277
Epoch 1344/5000
148/148 [==============================] - 0s 27us/step - loss: 44217.9141 - mean_absolute_error: 174.8361 - val_loss: 84557.3362 - val_mean_absolute_error: 270.8107
Epoch 1345/5000
148/148 [==============================] - 0s 27us/step - loss: 44177.1641 - mean_absolute_error: 174.7372 - val_loss: 84492.8387 - val_mean_absolute_error: 270.6937
Epoch 1346/5000
148/148 [==============================] - 0s 27us/step - loss: 44136.4453 - mean_absolute_error: 174.6383 - val_loss: 84428.3488 - val_mean_absolute_error: 270.5766
Epoch 1347/5000
148/148 [==============================] - 0s 34us/step - loss: 44095.7500 - mean_absolute_error: 174.5394 - val_loss: 84363.8898 - val_mean_absolute_error: 270.4595
Epoch 1348/5000
148/148 [==============================] - 0s 34us/step - loss: 44055.0820 - mean_absolute_error: 174.4405 - val_loss: 84299.4538 - val_mean_absolute_error: 270.3424
Epoch 1349/5000
148/148 [==============================] - 0s 27us/step - loss: 44014.4453 - mean_absolute_error: 174.3416 - val_loss: 84235.0410 - val_mean_absolute_error: 270.2252
Epoch 1350/5000
148/148 [==============================] - 0s 27us/step - loss: 43973.8359 - mean_absolute_error: 174.2428 - val_loss: 84170.6596 - val_mean_absolute_error: 270.1081
Epoch 1351/5000
148/148 [==============================] - 0s 27us/step - loss: 43933.2539 - mean_absolute_error: 174.1439 - val_loss: 84106.3083 - val_mean_absolute_error: 269.9909
Epoch 1352/5000
148/148 [==============================] - 0s 27us/step - loss: 43892.6719 - mean_absolute_error: 174.0450 - val_loss: 84041.9573 - val_mean_absolute_error: 269.8737
Epoch 1353/5000
148/148 [==============================] - 0s 27us/step - loss: 43852.0703 - mean_absolute_error: 173.9460 - val_loss: 83977.6060 - val_mean_absolute_error: 269.7564
Epoch 1354/5000
148/148 [==============================] - 0s 27us/step - loss: 43811.4961 - mean_absolute_error: 173.8471 - val_loss: 83913.2858 - val_mean_absolute_error: 269.6391
Epoch 1355/5000
148/148 [==============================] - 0s 27us/step - loss: 43770.9414 - mean_absolute_error: 173.7481 - val_loss: 83848.9733 - val_mean_absolute_error: 269.5217
Epoch 1356/5000
148/148 [==============================] - 0s 27us/step - loss: 43730.4180 - mean_absolute_error: 173.6492 - val_loss: 83784.6683 - val_mean_absolute_error: 269.4043
Epoch 1357/5000
148/148 [==============================] - 0s 34us/step - loss: 43689.9141 - mean_absolute_error: 173.5503 - val_loss: 83720.3790 - val_mean_absolute_error: 269.2869
Epoch 1358/5000
148/148 [==============================] - 0s 27us/step - loss: 43649.4258 - mean_absolute_error: 173.4514 - val_loss: 83656.1202 - val_mean_absolute_error: 269.1695
Epoch 1359/5000
148/148 [==============================] - 0s 20us/step - loss: 43608.9766 - mean_absolute_error: 173.3525 - val_loss: 83591.8925 - val_mean_absolute_error: 269.0520
Epoch 1360/5000
148/148 [==============================] - 0s 27us/step - loss: 43568.5469 - mean_absolute_error: 173.2536 - val_loss: 83527.6883 - val_mean_absolute_error: 268.9346
Epoch 1361/5000
148/148 [==============================] - 0s 27us/step - loss: 43528.1523 - mean_absolute_error: 173.1547 - val_loss: 83463.4913 - val_mean_absolute_error: 268.8170
Epoch 1362/5000
148/148 [==============================] - 0s 34us/step - loss: 43487.7812 - mean_absolute_error: 173.0558 - val_loss: 83399.3404 - val_mean_absolute_error: 268.6995
Epoch 1363/5000
148/148 [==============================] - 0s 34us/step - loss: 43447.4414 - mean_absolute_error: 172.9569 - val_loss: 83335.2129 - val_mean_absolute_error: 268.5820
Epoch 1364/5000
148/148 [==============================] - 0s 27us/step - loss: 43407.1289 - mean_absolute_error: 172.8581 - val_loss: 83271.1163 - val_mean_absolute_error: 268.4644
Epoch 1365/5000
148/148 [==============================] - 0s 20us/step - loss: 43366.8477 - mean_absolute_error: 172.7592 - val_loss: 83207.0579 - val_mean_absolute_error: 268.3468
Epoch 1366/5000
148/148 [==============================] - 0s 27us/step - loss: 43326.5938 - mean_absolute_error: 172.6603 - val_loss: 83143.0233 - val_mean_absolute_error: 268.2292
Epoch 1367/5000
148/148 [==============================] - 0s 27us/step - loss: 43286.3672 - mean_absolute_error: 172.5615 - val_loss: 83079.0190 - val_mean_absolute_error: 268.1117
Epoch 1368/5000
148/148 [==============================] - 0s 34us/step - loss: 43246.1758 - mean_absolute_error: 172.4626 - val_loss: 83015.0456 - val_mean_absolute_error: 267.9941
Epoch 1369/5000
148/148 [==============================] - 0s 27us/step - loss: 43206.0156 - mean_absolute_error: 172.3637 - val_loss: 82951.1108 - val_mean_absolute_error: 267.8765
Epoch 1370/5000
148/148 [==============================] - 0s 27us/step - loss: 43165.8828 - mean_absolute_error: 172.2649 - val_loss: 82887.2221 - val_mean_absolute_error: 267.7589
Epoch 1371/5000
148/148 [==============================] - 0s 20us/step - loss: 43125.7812 - mean_absolute_error: 172.1661 - val_loss: 82823.3494 - val_mean_absolute_error: 267.6413
Epoch 1372/5000
148/148 [==============================] - 0s 27us/step - loss: 43085.7109 - mean_absolute_error: 172.0672 - val_loss: 82759.5300 - val_mean_absolute_error: 267.5237
Epoch 1373/5000
148/148 [==============================] - 0s 27us/step - loss: 43045.6797 - mean_absolute_error: 171.9684 - val_loss: 82695.7263 - val_mean_absolute_error: 267.4060
Epoch 1374/5000
148/148 [==============================] - 0s 40us/step - loss: 43005.6641 - mean_absolute_error: 171.8695 - val_loss: 82631.9765 - val_mean_absolute_error: 267.2884
Epoch 1375/5000
148/148 [==============================] - 0s 27us/step - loss: 42965.6953 - mean_absolute_error: 171.7707 - val_loss: 82568.2577 - val_mean_absolute_error: 267.1707
Epoch 1376/5000
148/148 [==============================] - 0s 34us/step - loss: 42925.7461 - mean_absolute_error: 171.6718 - val_loss: 82504.5848 - val_mean_absolute_error: 267.0531
Epoch 1377/5000
148/148 [==============================] - 0s 27us/step - loss: 42885.8438 - mean_absolute_error: 171.5730 - val_loss: 82440.9506 - val_mean_absolute_error: 266.9355
Epoch 1378/5000
148/148 [==============================] - 0s 27us/step - loss: 42845.9609 - mean_absolute_error: 171.4742 - val_loss: 82377.3554 - val_mean_absolute_error: 266.8179
Epoch 1379/5000
148/148 [==============================] - 0s 27us/step - loss: 42806.1211 - mean_absolute_error: 171.3754 - val_loss: 82313.8058 - val_mean_absolute_error: 266.7002
Epoch 1380/5000
148/148 [==============================] - 0s 34us/step - loss: 42766.3125 - mean_absolute_error: 171.2766 - val_loss: 82250.2719 - val_mean_absolute_error: 266.5825
Epoch 1381/5000
148/148 [==============================] - 0s 34us/step - loss: 42726.5234 - mean_absolute_error: 171.1777 - val_loss: 82186.7685 - val_mean_absolute_error: 266.4648
Epoch 1382/5000
148/148 [==============================] - 0s 27us/step - loss: 42686.7773 - mean_absolute_error: 171.0789 - val_loss: 82123.3352 - val_mean_absolute_error: 266.3472
Epoch 1383/5000
148/148 [==============================] - 0s 27us/step - loss: 42647.0625 - mean_absolute_error: 170.9801 - val_loss: 82059.9323 - val_mean_absolute_error: 266.2296
Epoch 1384/5000
148/148 [==============================] - 0s 27us/step - loss: 42607.3867 - mean_absolute_error: 170.8813 - val_loss: 81996.5754 - val_mean_absolute_error: 266.1119
Epoch 1385/5000
148/148 [==============================] - 0s 20us/step - loss: 42567.7383 - mean_absolute_error: 170.7825 - val_loss: 81933.2498 - val_mean_absolute_error: 265.9943
Epoch 1386/5000
148/148 [==============================] - 0s 41us/step - loss: 42528.1172 - mean_absolute_error: 170.6837 - val_loss: 81869.9625 - val_mean_absolute_error: 265.8767
Epoch 1387/5000
148/148 [==============================] - 0s 27us/step - loss: 42488.5312 - mean_absolute_error: 170.5849 - val_loss: 81806.7060 - val_mean_absolute_error: 265.7590
Epoch 1388/5000
148/148 [==============================] - 0s 20us/step - loss: 42448.9766 - mean_absolute_error: 170.4861 - val_loss: 81743.5112 - val_mean_absolute_error: 265.6414
Epoch 1389/5000
148/148 [==============================] - 0s 27us/step - loss: 42409.4648 - mean_absolute_error: 170.3874 - val_loss: 81680.3627 - val_mean_absolute_error: 265.5237
Epoch 1390/5000
148/148 [==============================] - 0s 34us/step - loss: 42369.9844 - mean_absolute_error: 170.2886 - val_loss: 81617.2223 - val_mean_absolute_error: 265.4061
Epoch 1391/5000
148/148 [==============================] - 0s 34us/step - loss: 42330.5352 - mean_absolute_error: 170.1898 - val_loss: 81554.1508 - val_mean_absolute_error: 265.2885
Epoch 1392/5000
148/148 [==============================] - 0s 34us/step - loss: 42291.1211 - mean_absolute_error: 170.0910 - val_loss: 81491.1256 - val_mean_absolute_error: 265.1709
Epoch 1393/5000
148/148 [==============================] - 0s 20us/step - loss: 42251.7383 - mean_absolute_error: 169.9923 - val_loss: 81428.1158 - val_mean_absolute_error: 265.0532
Epoch 1394/5000
148/148 [==============================] - 0s 27us/step - loss: 42212.3867 - mean_absolute_error: 169.8935 - val_loss: 81365.1600 - val_mean_absolute_error: 264.9356
Epoch 1395/5000
148/148 [==============================] - 0s 34us/step - loss: 42173.0664 - mean_absolute_error: 169.7947 - val_loss: 81302.2431 - val_mean_absolute_error: 264.8180
Epoch 1396/5000
148/148 [==============================] - 0s 34us/step - loss: 42133.7891 - mean_absolute_error: 169.6960 - val_loss: 81239.3796 - val_mean_absolute_error: 264.7004
Epoch 1397/5000
148/148 [==============================] - 0s 27us/step - loss: 42094.5352 - mean_absolute_error: 169.5972 - val_loss: 81176.5546 - val_mean_absolute_error: 264.5828
Epoch 1398/5000
148/148 [==============================] - 0s 27us/step - loss: 42055.3203 - mean_absolute_error: 169.4985 - val_loss: 81113.7688 - val_mean_absolute_error: 264.4652
Epoch 1399/5000
148/148 [==============================] - 0s 27us/step - loss: 42016.1406 - mean_absolute_error: 169.3997 - val_loss: 81051.0210 - val_mean_absolute_error: 264.3475
Epoch 1400/5000
148/148 [==============================] - 0s 27us/step - loss: 41976.9922 - mean_absolute_error: 169.3010 - val_loss: 80988.3198 - val_mean_absolute_error: 264.2300
Epoch 1401/5000
148/148 [==============================] - 0s 27us/step - loss: 41937.8828 - mean_absolute_error: 169.2023 - val_loss: 80925.6646 - val_mean_absolute_error: 264.1124
Epoch 1402/5000
148/148 [==============================] - 0s 27us/step - loss: 41898.8008 - mean_absolute_error: 169.1036 - val_loss: 80863.0404 - val_mean_absolute_error: 263.9948
Epoch 1403/5000
148/148 [==============================] - 0s 20us/step - loss: 41859.7578 - mean_absolute_error: 169.0049 - val_loss: 80800.4700 - val_mean_absolute_error: 263.8772
Epoch 1404/5000
148/148 [==============================] - 0s 20us/step - loss: 41820.7422 - mean_absolute_error: 168.9062 - val_loss: 80737.9385 - val_mean_absolute_error: 263.7596
Epoch 1405/5000
148/148 [==============================] - 0s 20us/step - loss: 41781.7695 - mean_absolute_error: 168.8075 - val_loss: 80675.4450 - val_mean_absolute_error: 263.6420
Epoch 1406/5000
148/148 [==============================] - 0s 27us/step - loss: 41742.8281 - mean_absolute_error: 168.7088 - val_loss: 80612.9904 - val_mean_absolute_error: 263.5245
Epoch 1407/5000
148/148 [==============================] - 0s 27us/step - loss: 41703.9141 - mean_absolute_error: 168.6101 - val_loss: 80550.5819 - val_mean_absolute_error: 263.4069
Epoch 1408/5000
148/148 [==============================] - 0s 27us/step - loss: 41665.0352 - mean_absolute_error: 168.5114 - val_loss: 80488.2200 - val_mean_absolute_error: 263.2894
Epoch 1409/5000
148/148 [==============================] - 0s 27us/step - loss: 41626.1914 - mean_absolute_error: 168.4127 - val_loss: 80425.8960 - val_mean_absolute_error: 263.1718
Epoch 1410/5000
148/148 [==============================] - 0s 27us/step - loss: 41587.3828 - mean_absolute_error: 168.3141 - val_loss: 80363.6110 - val_mean_absolute_error: 263.0543
Epoch 1411/5000
148/148 [==============================] - 0s 27us/step - loss: 41548.6094 - mean_absolute_error: 168.2154 - val_loss: 80301.3798 - val_mean_absolute_error: 262.9367
Epoch 1412/5000
148/148 [==============================] - 0s 27us/step - loss: 41509.8672 - mean_absolute_error: 168.1167 - val_loss: 80239.1798 - val_mean_absolute_error: 262.8192
Epoch 1413/5000
148/148 [==============================] - 0s 20us/step - loss: 41471.1641 - mean_absolute_error: 168.0181 - val_loss: 80177.0256 - val_mean_absolute_error: 262.7017
Epoch 1414/5000
148/148 [==============================] - 0s 34us/step - loss: 41432.4883 - mean_absolute_error: 167.9194 - val_loss: 80114.9254 - val_mean_absolute_error: 262.5841
Epoch 1415/5000
148/148 [==============================] - 0s 20us/step - loss: 41393.8516 - mean_absolute_error: 167.8208 - val_loss: 80052.8565 - val_mean_absolute_error: 262.4666
Epoch 1416/5000
148/148 [==============================] - 0s 27us/step - loss: 41355.2422 - mean_absolute_error: 167.7222 - val_loss: 79990.8254 - val_mean_absolute_error: 262.3491
Epoch 1417/5000
148/148 [==============================] - 0s 20us/step - loss: 41316.6758 - mean_absolute_error: 167.6236 - val_loss: 79928.8488 - val_mean_absolute_error: 262.2316
Epoch 1418/5000
148/148 [==============================] - 0s 27us/step - loss: 41278.1367 - mean_absolute_error: 167.5249 - val_loss: 79866.9031 - val_mean_absolute_error: 262.1141
Epoch 1419/5000
148/148 [==============================] - 0s 20us/step - loss: 41239.6367 - mean_absolute_error: 167.4263 - val_loss: 79805.0110 - val_mean_absolute_error: 261.9966
Epoch 1420/5000
148/148 [==============================] - 0s 34us/step - loss: 41201.1602 - mean_absolute_error: 167.3277 - val_loss: 79743.1577 - val_mean_absolute_error: 261.8791
Epoch 1421/5000
148/148 [==============================] - 0s 20us/step - loss: 41162.7305 - mean_absolute_error: 167.2291 - val_loss: 79681.3504 - val_mean_absolute_error: 261.7616
Epoch 1422/5000
148/148 [==============================] - 0s 27us/step - loss: 41124.3320 - mean_absolute_error: 167.1305 - val_loss: 79619.5742 - val_mean_absolute_error: 261.6441
Epoch 1423/5000
148/148 [==============================] - 0s 27us/step - loss: 41085.9570 - mean_absolute_error: 167.0319 - val_loss: 79557.8506 - val_mean_absolute_error: 261.5266
Epoch 1424/5000
148/148 [==============================] - 0s 34us/step - loss: 41047.6250 - mean_absolute_error: 166.9333 - val_loss: 79496.1642 - val_mean_absolute_error: 261.4092
Epoch 1425/5000
148/148 [==============================] - 0s 20us/step - loss: 41009.3242 - mean_absolute_error: 166.8347 - val_loss: 79434.5242 - val_mean_absolute_error: 261.2917
Epoch 1426/5000
148/148 [==============================] - 0s 27us/step - loss: 40971.0625 - mean_absolute_error: 166.7362 - val_loss: 79372.9150 - val_mean_absolute_error: 261.1743
Epoch 1427/5000
148/148 [==============================] - 0s 41us/step - loss: 40932.8242 - mean_absolute_error: 166.6376 - val_loss: 79311.3598 - val_mean_absolute_error: 261.0568
Epoch 1428/5000
148/148 [==============================] - 0s 27us/step - loss: 40894.6250 - mean_absolute_error: 166.5390 - val_loss: 79249.8583 - val_mean_absolute_error: 260.9394
Epoch 1429/5000
148/148 [==============================] - 0s 27us/step - loss: 40856.4648 - mean_absolute_error: 166.4405 - val_loss: 79188.3804 - val_mean_absolute_error: 260.8220
Epoch 1430/5000
148/148 [==============================] - 0s 34us/step - loss: 40818.3398 - mean_absolute_error: 166.3420 - val_loss: 79126.9637 - val_mean_absolute_error: 260.7045
Epoch 1431/5000
148/148 [==============================] - 0s 34us/step - loss: 40780.2500 - mean_absolute_error: 166.2435 - val_loss: 79065.5240 - val_mean_absolute_error: 260.5871
Epoch 1432/5000
148/148 [==============================] - 0s 41us/step - loss: 40742.1875 - mean_absolute_error: 166.1449 - val_loss: 79004.1231 - val_mean_absolute_error: 260.4696
Epoch 1433/5000
148/148 [==============================] - 0s 27us/step - loss: 40704.1641 - mean_absolute_error: 166.0464 - val_loss: 78942.7531 - val_mean_absolute_error: 260.3521
Epoch 1434/5000
148/148 [==============================] - 0s 27us/step - loss: 40666.1680 - mean_absolute_error: 165.9479 - val_loss: 78881.4290 - val_mean_absolute_error: 260.2346
Epoch 1435/5000
148/148 [==============================] - 0s 27us/step - loss: 40628.2109 - mean_absolute_error: 165.8494 - val_loss: 78820.1515 - val_mean_absolute_error: 260.1172
Epoch 1436/5000
148/148 [==============================] - 0s 34us/step - loss: 40590.2891 - mean_absolute_error: 165.7509 - val_loss: 78758.9202 - val_mean_absolute_error: 259.9997
Epoch 1437/5000
148/148 [==============================] - 0s 34us/step - loss: 40552.4023 - mean_absolute_error: 165.6525 - val_loss: 78697.7275 - val_mean_absolute_error: 259.8823
Epoch 1438/5000
148/148 [==============================] - 0s 27us/step - loss: 40514.5312 - mean_absolute_error: 165.5540 - val_loss: 78636.5729 - val_mean_absolute_error: 259.7649
Epoch 1439/5000
148/148 [==============================] - 0s 27us/step - loss: 40476.6797 - mean_absolute_error: 165.4554 - val_loss: 78575.4573 - val_mean_absolute_error: 259.6473
Epoch 1440/5000
148/148 [==============================] - 0s 20us/step - loss: 40438.8633 - mean_absolute_error: 165.3569 - val_loss: 78514.3802 - val_mean_absolute_error: 259.5299
Epoch 1441/5000
148/148 [==============================] - 0s 27us/step - loss: 40401.0742 - mean_absolute_error: 165.2584 - val_loss: 78453.3417 - val_mean_absolute_error: 259.4124
Epoch 1442/5000
148/148 [==============================] - 0s 27us/step - loss: 40363.3203 - mean_absolute_error: 165.1599 - val_loss: 78392.3417 - val_mean_absolute_error: 259.2949
Epoch 1443/5000
148/148 [==============================] - 0s 27us/step - loss: 40325.5898 - mean_absolute_error: 165.0614 - val_loss: 78331.3800 - val_mean_absolute_error: 259.1775
Epoch 1444/5000
148/148 [==============================] - 0s 27us/step - loss: 40287.8984 - mean_absolute_error: 164.9629 - val_loss: 78270.4573 - val_mean_absolute_error: 259.0600
Epoch 1445/5000
148/148 [==============================] - 0s 27us/step - loss: 40250.2383 - mean_absolute_error: 164.8644 - val_loss: 78209.5806 - val_mean_absolute_error: 258.9425
Epoch 1446/5000
148/148 [==============================] - 0s 27us/step - loss: 40212.6172 - mean_absolute_error: 164.7659 - val_loss: 78148.7425 - val_mean_absolute_error: 258.8250
Epoch 1447/5000
148/148 [==============================] - 0s 34us/step - loss: 40175.0273 - mean_absolute_error: 164.6675 - val_loss: 78087.9506 - val_mean_absolute_error: 258.7076
Epoch 1448/5000
148/148 [==============================] - 0s 34us/step - loss: 40137.4648 - mean_absolute_error: 164.5690 - val_loss: 78027.2052 - val_mean_absolute_error: 258.5901
Epoch 1449/5000
148/148 [==============================] - 0s 27us/step - loss: 40099.9453 - mean_absolute_error: 164.4706 - val_loss: 77966.4981 - val_mean_absolute_error: 258.4727
Epoch 1450/5000
148/148 [==============================] - 0s 20us/step - loss: 40062.4453 - mean_absolute_error: 164.3721 - val_loss: 77905.8296 - val_mean_absolute_error: 258.3552
Epoch 1451/5000
148/148 [==============================] - 0s 27us/step - loss: 40024.9883 - mean_absolute_error: 164.2737 - val_loss: 77845.1998 - val_mean_absolute_error: 258.2378
Epoch 1452/5000
148/148 [==============================] - 0s 20us/step - loss: 39987.5625 - mean_absolute_error: 164.1753 - val_loss: 77784.6160 - val_mean_absolute_error: 258.1203
Epoch 1453/5000
148/148 [==============================] - 0s 41us/step - loss: 39950.1719 - mean_absolute_error: 164.0769 - val_loss: 77724.0867 - val_mean_absolute_error: 258.0029
Epoch 1454/5000
148/148 [==============================] - 0s 34us/step - loss: 39912.8125 - mean_absolute_error: 163.9793 - val_loss: 77663.5954 - val_mean_absolute_error: 257.8855
Epoch 1455/5000
148/148 [==============================] - 0s 20us/step - loss: 39875.4922 - mean_absolute_error: 163.8819 - val_loss: 77603.1352 - val_mean_absolute_error: 257.7681
Epoch 1456/5000
148/148 [==============================] - 0s 27us/step - loss: 39838.1992 - mean_absolute_error: 163.7846 - val_loss: 77542.7135 - val_mean_absolute_error: 257.6507
Epoch 1457/5000
148/148 [==============================] - 0s 27us/step - loss: 39800.9375 - mean_absolute_error: 163.6872 - val_loss: 77482.3533 - val_mean_absolute_error: 257.5333
Epoch 1458/5000
148/148 [==============================] - 0s 27us/step - loss: 39763.7148 - mean_absolute_error: 163.5898 - val_loss: 77422.0167 - val_mean_absolute_error: 257.4159
Epoch 1459/5000
148/148 [==============================] - 0s 20us/step - loss: 39726.5234 - mean_absolute_error: 163.4924 - val_loss: 77361.7413 - val_mean_absolute_error: 257.2985
Epoch 1460/5000
148/148 [==============================] - 0s 41us/step - loss: 39689.3672 - mean_absolute_error: 163.3951 - val_loss: 77301.5046 - val_mean_absolute_error: 257.1811
Epoch 1461/5000
148/148 [==============================] - 0s 27us/step - loss: 39652.2461 - mean_absolute_error: 163.2978 - val_loss: 77241.3219 - val_mean_absolute_error: 257.0638
Epoch 1462/5000
148/148 [==============================] - 0s 27us/step - loss: 39615.1641 - mean_absolute_error: 163.2005 - val_loss: 77181.1625 - val_mean_absolute_error: 256.9464
Epoch 1463/5000
148/148 [==============================] - 0s 20us/step - loss: 39578.1094 - mean_absolute_error: 163.1031 - val_loss: 77121.0723 - val_mean_absolute_error: 256.8291
Epoch 1464/5000
148/148 [==============================] - 0s 34us/step - loss: 39541.0938 - mean_absolute_error: 163.0058 - val_loss: 77061.0052 - val_mean_absolute_error: 256.7117
Epoch 1465/5000
148/148 [==============================] - 0s 27us/step - loss: 39504.1055 - mean_absolute_error: 162.9085 - val_loss: 77000.9923 - val_mean_absolute_error: 256.5944
Epoch 1466/5000
148/148 [==============================] - 0s 34us/step - loss: 39467.1562 - mean_absolute_error: 162.8112 - val_loss: 76941.0254 - val_mean_absolute_error: 256.4771
Epoch 1467/5000
148/148 [==============================] - 0s 41us/step - loss: 39430.2383 - mean_absolute_error: 162.7139 - val_loss: 76881.0973 - val_mean_absolute_error: 256.3598
Epoch 1468/5000
148/148 [==============================] - 0s 27us/step - loss: 39393.3633 - mean_absolute_error: 162.6167 - val_loss: 76821.2075 - val_mean_absolute_error: 256.2425
Epoch 1469/5000
148/148 [==============================] - 0s 27us/step - loss: 39356.5156 - mean_absolute_error: 162.5194 - val_loss: 76761.3719 - val_mean_absolute_error: 256.1252
Epoch 1470/5000
148/148 [==============================] - 0s 27us/step - loss: 39319.7031 - mean_absolute_error: 162.4221 - val_loss: 76701.5748 - val_mean_absolute_error: 256.0080
Epoch 1471/5000
148/148 [==============================] - 0s 27us/step - loss: 39282.9258 - mean_absolute_error: 162.3249 - val_loss: 76641.8317 - val_mean_absolute_error: 255.8907
Epoch 1472/5000
148/148 [==============================] - 0s 27us/step - loss: 39246.1836 - mean_absolute_error: 162.2276 - val_loss: 76582.1271 - val_mean_absolute_error: 255.7735
Epoch 1473/5000
148/148 [==============================] - 0s 34us/step - loss: 39209.4805 - mean_absolute_error: 162.1304 - val_loss: 76522.4765 - val_mean_absolute_error: 255.6562
Epoch 1474/5000
148/148 [==============================] - 0s 34us/step - loss: 39172.8125 - mean_absolute_error: 162.0332 - val_loss: 76462.8646 - val_mean_absolute_error: 255.5390
Epoch 1475/5000
148/148 [==============================] - 0s 27us/step - loss: 39136.1719 - mean_absolute_error: 161.9360 - val_loss: 76403.2908 - val_mean_absolute_error: 255.4218
Epoch 1476/5000
148/148 [==============================] - 0s 27us/step - loss: 39099.5703 - mean_absolute_error: 161.8388 - val_loss: 76343.7713 - val_mean_absolute_error: 255.3046
Epoch 1477/5000
148/148 [==============================] - 0s 27us/step - loss: 39063.0000 - mean_absolute_error: 161.7416 - val_loss: 76284.3058 - val_mean_absolute_error: 255.1874
Epoch 1478/5000
148/148 [==============================] - 0s 20us/step - loss: 39026.4727 - mean_absolute_error: 161.6445 - val_loss: 76224.8710 - val_mean_absolute_error: 255.0701
Epoch 1479/5000
148/148 [==============================] - 0s 41us/step - loss: 38989.9766 - mean_absolute_error: 161.5473 - val_loss: 76165.4750 - val_mean_absolute_error: 254.9530
Epoch 1480/5000
148/148 [==============================] - 0s 34us/step - loss: 38953.5117 - mean_absolute_error: 161.4501 - val_loss: 76106.1406 - val_mean_absolute_error: 254.8358
Epoch 1481/5000
148/148 [==============================] - 0s 20us/step - loss: 38917.0820 - mean_absolute_error: 161.3530 - val_loss: 76046.8369 - val_mean_absolute_error: 254.7186
Epoch 1482/5000
148/148 [==============================] - 0s 27us/step - loss: 38880.6875 - mean_absolute_error: 161.2558 - val_loss: 75987.5873 - val_mean_absolute_error: 254.6014
Epoch 1483/5000
148/148 [==============================] - 0s 27us/step - loss: 38844.3164 - mean_absolute_error: 161.1587 - val_loss: 75928.4000 - val_mean_absolute_error: 254.4843
Epoch 1484/5000
148/148 [==============================] - 0s 27us/step - loss: 38807.9648 - mean_absolute_error: 161.0616 - val_loss: 75869.2675 - val_mean_absolute_error: 254.3672
Epoch 1485/5000
148/148 [==============================] - 0s 27us/step - loss: 38771.6484 - mean_absolute_error: 160.9644 - val_loss: 75810.1971 - val_mean_absolute_error: 254.2501
Epoch 1486/5000
148/148 [==============================] - 0s 27us/step - loss: 38735.3633 - mean_absolute_error: 160.8673 - val_loss: 75751.1971 - val_mean_absolute_error: 254.1331
Epoch 1487/5000
148/148 [==============================] - 0s 27us/step - loss: 38699.1055 - mean_absolute_error: 160.7702 - val_loss: 75692.2592 - val_mean_absolute_error: 254.0161
Epoch 1488/5000
148/148 [==============================] - 0s 34us/step - loss: 38662.8789 - mean_absolute_error: 160.6731 - val_loss: 75633.3754 - val_mean_absolute_error: 253.8991
Epoch 1489/5000
148/148 [==============================] - 0s 27us/step - loss: 38626.6875 - mean_absolute_error: 160.5760 - val_loss: 75574.5465 - val_mean_absolute_error: 253.7822
Epoch 1490/5000
148/148 [==============================] - 0s 34us/step - loss: 38590.5234 - mean_absolute_error: 160.4789 - val_loss: 75515.7792 - val_mean_absolute_error: 253.6653
Epoch 1491/5000
148/148 [==============================] - 0s 27us/step - loss: 38554.3906 - mean_absolute_error: 160.3818 - val_loss: 75457.0587 - val_mean_absolute_error: 253.5485
Epoch 1492/5000
148/148 [==============================] - 0s 27us/step - loss: 38518.2969 - mean_absolute_error: 160.2847 - val_loss: 75398.3850 - val_mean_absolute_error: 253.4316
Epoch 1493/5000
148/148 [==============================] - 0s 27us/step - loss: 38482.2266 - mean_absolute_error: 160.1877 - val_loss: 75339.7883 - val_mean_absolute_error: 253.3148
Epoch 1494/5000
148/148 [==============================] - 0s 27us/step - loss: 38446.1953 - mean_absolute_error: 160.0906 - val_loss: 75281.2306 - val_mean_absolute_error: 253.1980
Epoch 1495/5000
148/148 [==============================] - 0s 34us/step - loss: 38410.2031 - mean_absolute_error: 159.9936 - val_loss: 75222.7196 - val_mean_absolute_error: 253.0813
Epoch 1496/5000
148/148 [==============================] - 0s 27us/step - loss: 38374.2422 - mean_absolute_error: 159.8966 - val_loss: 75164.2548 - val_mean_absolute_error: 252.9645
Epoch 1497/5000
148/148 [==============================] - 0s 27us/step - loss: 38338.3086 - mean_absolute_error: 159.7996 - val_loss: 75105.8288 - val_mean_absolute_error: 252.8478
Epoch 1498/5000
148/148 [==============================] - 0s 34us/step - loss: 38302.4141 - mean_absolute_error: 159.7026 - val_loss: 75047.4494 - val_mean_absolute_error: 252.7310
Epoch 1499/5000
148/148 [==============================] - 0s 27us/step - loss: 38266.5547 - mean_absolute_error: 159.6056 - val_loss: 74989.1085 - val_mean_absolute_error: 252.6143
Epoch 1500/5000
148/148 [==============================] - 0s 34us/step - loss: 38230.7227 - mean_absolute_error: 159.5086 - val_loss: 74930.8373 - val_mean_absolute_error: 252.4975
Epoch 1501/5000
148/148 [==============================] - 0s 34us/step - loss: 38194.9258 - mean_absolute_error: 159.4116 - val_loss: 74872.5969 - val_mean_absolute_error: 252.3808
Epoch 1502/5000
148/148 [==============================] - 0s 20us/step - loss: 38159.1602 - mean_absolute_error: 159.3147 - val_loss: 74814.4108 - val_mean_absolute_error: 252.2642
Epoch 1503/5000
148/148 [==============================] - 0s 27us/step - loss: 38123.4297 - mean_absolute_error: 159.2177 - val_loss: 74756.2710 - val_mean_absolute_error: 252.1475
Epoch 1504/5000
148/148 [==============================] - 0s 27us/step - loss: 38087.7383 - mean_absolute_error: 159.1208 - val_loss: 74698.1850 - val_mean_absolute_error: 252.0308
Epoch 1505/5000
148/148 [==============================] - 0s 20us/step - loss: 38052.0781 - mean_absolute_error: 159.0238 - val_loss: 74640.1458 - val_mean_absolute_error: 251.9142
Epoch 1506/5000
148/148 [==============================] - 0s 34us/step - loss: 38016.4531 - mean_absolute_error: 158.9269 - val_loss: 74582.1604 - val_mean_absolute_error: 251.7977
Epoch 1507/5000
148/148 [==============================] - 0s 34us/step - loss: 37980.8633 - mean_absolute_error: 158.8300 - val_loss: 74524.2137 - val_mean_absolute_error: 251.6811
Epoch 1508/5000
148/148 [==============================] - 0s 20us/step - loss: 37945.3086 - mean_absolute_error: 158.7332 - val_loss: 74466.3135 - val_mean_absolute_error: 251.5645
Epoch 1509/5000
148/148 [==============================] - 0s 20us/step - loss: 37909.7852 - mean_absolute_error: 158.6363 - val_loss: 74408.4746 - val_mean_absolute_error: 251.4479
Epoch 1510/5000
148/148 [==============================] - 0s 27us/step - loss: 37874.3008 - mean_absolute_error: 158.5394 - val_loss: 74350.6746 - val_mean_absolute_error: 251.3315
Epoch 1511/5000
148/148 [==============================] - 0s 20us/step - loss: 37838.8555 - mean_absolute_error: 158.4426 - val_loss: 74292.9208 - val_mean_absolute_error: 251.2149
Epoch 1512/5000
148/148 [==============================] - 0s 27us/step - loss: 37803.4375 - mean_absolute_error: 158.3457 - val_loss: 74235.2137 - val_mean_absolute_error: 251.0984
Epoch 1513/5000
148/148 [==============================] - 0s 34us/step - loss: 37768.0625 - mean_absolute_error: 158.2489 - val_loss: 74177.5525 - val_mean_absolute_error: 250.9820
Epoch 1514/5000
148/148 [==============================] - 0s 34us/step - loss: 37732.7109 - mean_absolute_error: 158.1521 - val_loss: 74119.9421 - val_mean_absolute_error: 250.8655
Epoch 1515/5000
148/148 [==============================] - 0s 27us/step - loss: 37697.3984 - mean_absolute_error: 158.0553 - val_loss: 74062.3438 - val_mean_absolute_error: 250.7491
Epoch 1516/5000
148/148 [==============================] - 0s 27us/step - loss: 37662.1211 - mean_absolute_error: 157.9585 - val_loss: 74004.8308 - val_mean_absolute_error: 250.6326
Epoch 1517/5000
148/148 [==============================] - 0s 27us/step - loss: 37626.8867 - mean_absolute_error: 157.8618 - val_loss: 73947.3481 - val_mean_absolute_error: 250.5162
Epoch 1518/5000
148/148 [==============================] - 0s 27us/step - loss: 37591.6719 - mean_absolute_error: 157.7650 - val_loss: 73889.9117 - val_mean_absolute_error: 250.3998
Epoch 1519/5000
148/148 [==============================] - 0s 27us/step - loss: 37556.5039 - mean_absolute_error: 157.6683 - val_loss: 73832.5298 - val_mean_absolute_error: 250.2834
Epoch 1520/5000
148/148 [==============================] - 0s 27us/step - loss: 37521.3633 - mean_absolute_error: 157.5716 - val_loss: 73775.1858 - val_mean_absolute_error: 250.1671
Epoch 1521/5000
148/148 [==============================] - 0s 27us/step - loss: 37486.2617 - mean_absolute_error: 157.4749 - val_loss: 73717.8808 - val_mean_absolute_error: 250.0507
Epoch 1522/5000
148/148 [==============================] - 0s 27us/step - loss: 37451.1953 - mean_absolute_error: 157.3782 - val_loss: 73660.6373 - val_mean_absolute_error: 249.9344
Epoch 1523/5000
148/148 [==============================] - 0s 20us/step - loss: 37416.1641 - mean_absolute_error: 157.2815 - val_loss: 73603.4169 - val_mean_absolute_error: 249.8181
Epoch 1524/5000
148/148 [==============================] - 0s 34us/step - loss: 37381.1680 - mean_absolute_error: 157.1848 - val_loss: 73546.2273 - val_mean_absolute_error: 249.7017
Epoch 1525/5000
148/148 [==============================] - 0s 27us/step - loss: 37346.1992 - mean_absolute_error: 157.0881 - val_loss: 73489.0844 - val_mean_absolute_error: 249.5854
Epoch 1526/5000
148/148 [==============================] - 0s 20us/step - loss: 37311.2734 - mean_absolute_error: 156.9915 - val_loss: 73432.0100 - val_mean_absolute_error: 249.4692
Epoch 1527/5000
148/148 [==============================] - 0s 20us/step - loss: 37276.3672 - mean_absolute_error: 156.8948 - val_loss: 73374.9750 - val_mean_absolute_error: 249.3529
Epoch 1528/5000
148/148 [==============================] - 0s 27us/step - loss: 37241.5078 - mean_absolute_error: 156.7982 - val_loss: 73317.9856 - val_mean_absolute_error: 249.2366
Epoch 1529/5000
148/148 [==============================] - 0s 27us/step - loss: 37206.6641 - mean_absolute_error: 156.7016 - val_loss: 73261.0583 - val_mean_absolute_error: 249.1204
Epoch 1530/5000
148/148 [==============================] - 0s 27us/step - loss: 37171.8633 - mean_absolute_error: 156.6050 - val_loss: 73204.1694 - val_mean_absolute_error: 249.0042
Epoch 1531/5000
148/148 [==============================] - 0s 41us/step - loss: 37137.0898 - mean_absolute_error: 156.5084 - val_loss: 73147.3348 - val_mean_absolute_error: 248.8880
Epoch 1532/5000
148/148 [==============================] - 0s 27us/step - loss: 37102.3555 - mean_absolute_error: 156.4118 - val_loss: 73090.5302 - val_mean_absolute_error: 248.7718
Epoch 1533/5000
148/148 [==============================] - 0s 20us/step - loss: 37067.6445 - mean_absolute_error: 156.3152 - val_loss: 73033.8035 - val_mean_absolute_error: 248.6557
Epoch 1534/5000
148/148 [==============================] - 0s 27us/step - loss: 37032.9727 - mean_absolute_error: 156.2186 - val_loss: 72977.0994 - val_mean_absolute_error: 248.5395
Epoch 1535/5000
148/148 [==============================] - 0s 34us/step - loss: 36998.3359 - mean_absolute_error: 156.1221 - val_loss: 72920.4342 - val_mean_absolute_error: 248.4234
Epoch 1536/5000
148/148 [==============================] - 0s 34us/step - loss: 36963.7383 - mean_absolute_error: 156.0256 - val_loss: 72863.8150 - val_mean_absolute_error: 248.3073
Epoch 1537/5000
148/148 [==============================] - 0s 20us/step - loss: 36929.1641 - mean_absolute_error: 155.9290 - val_loss: 72807.2577 - val_mean_absolute_error: 248.1912
Epoch 1538/5000
148/148 [==============================] - 0s 27us/step - loss: 36894.6328 - mean_absolute_error: 155.8325 - val_loss: 72750.7312 - val_mean_absolute_error: 248.0751
Epoch 1539/5000
148/148 [==============================] - 0s 20us/step - loss: 36860.1289 - mean_absolute_error: 155.7360 - val_loss: 72694.2585 - val_mean_absolute_error: 247.9590
Epoch 1540/5000
148/148 [==============================] - 0s 34us/step - loss: 36825.6641 - mean_absolute_error: 155.6395 - val_loss: 72637.8398 - val_mean_absolute_error: 247.8429
Epoch 1541/5000
148/148 [==============================] - 0s 20us/step - loss: 36791.2344 - mean_absolute_error: 155.5431 - val_loss: 72581.4596 - val_mean_absolute_error: 247.7269
Epoch 1542/5000
148/148 [==============================] - 0s 27us/step - loss: 36756.8398 - mean_absolute_error: 155.4466 - val_loss: 72525.1413 - val_mean_absolute_error: 247.6108
Epoch 1543/5000
148/148 [==============================] - 0s 34us/step - loss: 36722.4805 - mean_absolute_error: 155.3502 - val_loss: 72468.8460 - val_mean_absolute_error: 247.4949
Epoch 1544/5000
148/148 [==============================] - 0s 27us/step - loss: 36688.1562 - mean_absolute_error: 155.2538 - val_loss: 72412.6200 - val_mean_absolute_error: 247.3789
Epoch 1545/5000
148/148 [==============================] - 0s 27us/step - loss: 36653.8516 - mean_absolute_error: 155.1574 - val_loss: 72356.4021 - val_mean_absolute_error: 247.2629
Epoch 1546/5000
148/148 [==============================] - 0s 20us/step - loss: 36619.5156 - mean_absolute_error: 155.0609 - val_loss: 72300.2142 - val_mean_absolute_error: 247.1469
Epoch 1547/5000
148/148 [==============================] - 0s 27us/step - loss: 36585.2109 - mean_absolute_error: 154.9645 - val_loss: 72244.0502 - val_mean_absolute_error: 247.0309
Epoch 1548/5000
148/148 [==============================] - 0s 20us/step - loss: 36550.9297 - mean_absolute_error: 154.8680 - val_loss: 72187.9169 - val_mean_absolute_error: 246.9148
Epoch 1549/5000
148/148 [==============================] - 0s 34us/step - loss: 36516.6797 - mean_absolute_error: 154.7716 - val_loss: 72131.8144 - val_mean_absolute_error: 246.7987
Epoch 1550/5000
148/148 [==============================] - 0s 27us/step - loss: 36482.4570 - mean_absolute_error: 154.6753 - val_loss: 72075.7425 - val_mean_absolute_error: 246.6827
Epoch 1551/5000
148/148 [==============================] - 0s 20us/step - loss: 36448.2539 - mean_absolute_error: 154.5789 - val_loss: 72019.6938 - val_mean_absolute_error: 246.5666
Epoch 1552/5000
148/148 [==============================] - 0s 27us/step - loss: 36414.0859 - mean_absolute_error: 154.4826 - val_loss: 71963.7071 - val_mean_absolute_error: 246.4506
Epoch 1553/5000
148/148 [==============================] - 0s 34us/step - loss: 36379.9492 - mean_absolute_error: 154.3862 - val_loss: 71907.7431 - val_mean_absolute_error: 246.3345
Epoch 1554/5000
148/148 [==============================] - 0s 20us/step - loss: 36345.8398 - mean_absolute_error: 154.2899 - val_loss: 71851.8254 - val_mean_absolute_error: 246.2185
Epoch 1555/5000
148/148 [==============================] - 0s 20us/step - loss: 36311.7695 - mean_absolute_error: 154.1936 - val_loss: 71795.9312 - val_mean_absolute_error: 246.1025
Epoch 1556/5000
148/148 [==============================] - 0s 27us/step - loss: 36277.7344 - mean_absolute_error: 154.0974 - val_loss: 71740.0750 - val_mean_absolute_error: 245.9864
Epoch 1557/5000
148/148 [==============================] - 0s 34us/step - loss: 36243.7188 - mean_absolute_error: 154.0011 - val_loss: 71684.2654 - val_mean_absolute_error: 245.8704
Epoch 1558/5000
148/148 [==============================] - 0s 34us/step - loss: 36209.7383 - mean_absolute_error: 153.9049 - val_loss: 71628.5023 - val_mean_absolute_error: 245.7544
Epoch 1559/5000
148/148 [==============================] - 0s 27us/step - loss: 36175.7930 - mean_absolute_error: 153.8086 - val_loss: 71572.7773 - val_mean_absolute_error: 245.6384
Epoch 1560/5000
148/148 [==============================] - 0s 20us/step - loss: 36141.8867 - mean_absolute_error: 153.7124 - val_loss: 71517.0908 - val_mean_absolute_error: 245.5225
Epoch 1561/5000
148/148 [==============================] - 0s 27us/step - loss: 36108.0039 - mean_absolute_error: 153.6163 - val_loss: 71461.4433 - val_mean_absolute_error: 245.4065
Epoch 1562/5000
148/148 [==============================] - 0s 27us/step - loss: 36074.1523 - mean_absolute_error: 153.5201 - val_loss: 71405.8417 - val_mean_absolute_error: 245.2905
Epoch 1563/5000
148/148 [==============================] - 0s 27us/step - loss: 36040.3359 - mean_absolute_error: 153.4240 - val_loss: 71350.2790 - val_mean_absolute_error: 245.1746
Epoch 1564/5000
148/148 [==============================] - 0s 34us/step - loss: 36006.5625 - mean_absolute_error: 153.3278 - val_loss: 71294.7700 - val_mean_absolute_error: 245.0586
Epoch 1565/5000
148/148 [==============================] - 0s 34us/step - loss: 35972.8203 - mean_absolute_error: 153.2317 - val_loss: 71239.3146 - val_mean_absolute_error: 244.9427
Epoch 1566/5000
148/148 [==============================] - 0s 27us/step - loss: 35939.1094 - mean_absolute_error: 153.1356 - val_loss: 71183.8752 - val_mean_absolute_error: 244.8268
Epoch 1567/5000
148/148 [==============================] - 0s 27us/step - loss: 35905.4375 - mean_absolute_error: 153.0395 - val_loss: 71128.4971 - val_mean_absolute_error: 244.7109
Epoch 1568/5000
148/148 [==============================] - 0s 27us/step - loss: 35871.7891 - mean_absolute_error: 152.9434 - val_loss: 71073.1502 - val_mean_absolute_error: 244.5950
Epoch 1569/5000
148/148 [==============================] - 0s 20us/step - loss: 35838.1797 - mean_absolute_error: 152.8478 - val_loss: 71017.8648 - val_mean_absolute_error: 244.4792
Epoch 1570/5000
148/148 [==============================] - 0s 41us/step - loss: 35804.6094 - mean_absolute_error: 152.7535 - val_loss: 70962.6102 - val_mean_absolute_error: 244.3633
Epoch 1571/5000
148/148 [==============================] - 0s 27us/step - loss: 35771.0703 - mean_absolute_error: 152.6593 - val_loss: 70907.4325 - val_mean_absolute_error: 244.2475
Epoch 1572/5000
148/148 [==============================] - 0s 34us/step - loss: 35737.5703 - mean_absolute_error: 152.5650 - val_loss: 70852.2704 - val_mean_absolute_error: 244.1317
Epoch 1573/5000
148/148 [==============================] - 0s 27us/step - loss: 35704.1055 - mean_absolute_error: 152.4708 - val_loss: 70797.1623 - val_mean_absolute_error: 244.0160
Epoch 1574/5000
148/148 [==============================] - 0s 20us/step - loss: 35670.6719 - mean_absolute_error: 152.3766 - val_loss: 70742.1006 - val_mean_absolute_error: 243.9002
Epoch 1575/5000
148/148 [==============================] - 0s 41us/step - loss: 35637.2773 - mean_absolute_error: 152.2824 - val_loss: 70687.0848 - val_mean_absolute_error: 243.7845
Epoch 1576/5000
148/148 [==============================] - 0s 34us/step - loss: 35603.9141 - mean_absolute_error: 152.1882 - val_loss: 70632.1079 - val_mean_absolute_error: 243.6687
Epoch 1577/5000
148/148 [==============================] - 0s 27us/step - loss: 35570.5859 - mean_absolute_error: 152.0941 - val_loss: 70577.1848 - val_mean_absolute_error: 243.5530
Epoch 1578/5000
148/148 [==============================] - 0s 20us/step - loss: 35537.2891 - mean_absolute_error: 152.0000 - val_loss: 70522.3079 - val_mean_absolute_error: 243.4374
Epoch 1579/5000
148/148 [==============================] - 0s 27us/step - loss: 35504.0391 - mean_absolute_error: 151.9058 - val_loss: 70467.4850 - val_mean_absolute_error: 243.3217
Epoch 1580/5000
148/148 [==============================] - 0s 34us/step - loss: 35470.8164 - mean_absolute_error: 151.8117 - val_loss: 70412.7002 - val_mean_absolute_error: 243.2061
Epoch 1581/5000
148/148 [==============================] - 0s 27us/step - loss: 35437.6289 - mean_absolute_error: 151.7176 - val_loss: 70357.9700 - val_mean_absolute_error: 243.0905
Epoch 1582/5000
148/148 [==============================] - 0s 20us/step - loss: 35404.4844 - mean_absolute_error: 151.6236 - val_loss: 70303.2858 - val_mean_absolute_error: 242.9749
Epoch 1583/5000
148/148 [==============================] - 0s 20us/step - loss: 35371.3672 - mean_absolute_error: 151.5295 - val_loss: 70248.6402 - val_mean_absolute_error: 242.8593
Epoch 1584/5000
148/148 [==============================] - 0s 27us/step - loss: 35338.2891 - mean_absolute_error: 151.4355 - val_loss: 70194.0410 - val_mean_absolute_error: 242.7447
Epoch 1585/5000
148/148 [==============================] - 0s 41us/step - loss: 35305.2422 - mean_absolute_error: 151.3414 - val_loss: 70139.4954 - val_mean_absolute_error: 242.6315
Epoch 1586/5000
148/148 [==============================] - 0s 41us/step - loss: 35272.2344 - mean_absolute_error: 151.2474 - val_loss: 70084.9965 - val_mean_absolute_error: 242.5184
Epoch 1587/5000
148/148 [==============================] - 0s 34us/step - loss: 35239.2617 - mean_absolute_error: 151.1534 - val_loss: 70030.5358 - val_mean_absolute_error: 242.4053
Epoch 1588/5000
148/148 [==============================] - 0s 34us/step - loss: 35206.3281 - mean_absolute_error: 151.0594 - val_loss: 69976.1215 - val_mean_absolute_error: 242.2921
Epoch 1589/5000
148/148 [==============================] - 0s 41us/step - loss: 35173.4258 - mean_absolute_error: 150.9655 - val_loss: 69921.7690 - val_mean_absolute_error: 242.1790
Epoch 1590/5000
148/148 [==============================] - 0s 41us/step - loss: 35140.5625 - mean_absolute_error: 150.8715 - val_loss: 69867.4623 - val_mean_absolute_error: 242.0660
Epoch 1591/5000
148/148 [==============================] - 0s 34us/step - loss: 35107.7344 - mean_absolute_error: 150.7776 - val_loss: 69813.1946 - val_mean_absolute_error: 241.9530
Epoch 1592/5000
148/148 [==============================] - 0s 41us/step - loss: 35074.9375 - mean_absolute_error: 150.6837 - val_loss: 69758.9883 - val_mean_absolute_error: 241.8400
Epoch 1593/5000
148/148 [==============================] - 0s 41us/step - loss: 35042.1797 - mean_absolute_error: 150.5898 - val_loss: 69704.8129 - val_mean_absolute_error: 241.7269
Epoch 1594/5000
148/148 [==============================] - 0s 41us/step - loss: 35009.4570 - mean_absolute_error: 150.4959 - val_loss: 69650.6915 - val_mean_absolute_error: 241.6139
Epoch 1595/5000
148/148 [==============================] - 0s 41us/step - loss: 34976.7695 - mean_absolute_error: 150.4020 - val_loss: 69596.6163 - val_mean_absolute_error: 241.5010
Epoch 1596/5000
148/148 [==============================] - 0s 41us/step - loss: 34944.1211 - mean_absolute_error: 150.3082 - val_loss: 69542.5952 - val_mean_absolute_error: 241.3881
Epoch 1597/5000
148/148 [==============================] - 0s 41us/step - loss: 34911.5039 - mean_absolute_error: 150.2143 - val_loss: 69488.6048 - val_mean_absolute_error: 241.2752
Epoch 1598/5000
148/148 [==============================] - 0s 34us/step - loss: 34878.9180 - mean_absolute_error: 150.1205 - val_loss: 69434.6687 - val_mean_absolute_error: 241.1623
Epoch 1599/5000
148/148 [==============================] - 0s 47us/step - loss: 34846.3828 - mean_absolute_error: 150.0267 - val_loss: 69380.7787 - val_mean_absolute_error: 241.0494
Epoch 1600/5000
148/148 [==============================] - 0s 34us/step - loss: 34813.8672 - mean_absolute_error: 149.9330 - val_loss: 69326.9423 - val_mean_absolute_error: 240.9366
Epoch 1601/5000
148/148 [==============================] - 0s 41us/step - loss: 34781.3906 - mean_absolute_error: 149.8392 - val_loss: 69273.1525 - val_mean_absolute_error: 240.8238
Epoch 1602/5000
148/148 [==============================] - 0s 27us/step - loss: 34748.9609 - mean_absolute_error: 149.7454 - val_loss: 69219.4088 - val_mean_absolute_error: 240.7110
Epoch 1603/5000
148/148 [==============================] - 0s 34us/step - loss: 34716.5469 - mean_absolute_error: 149.6517 - val_loss: 69165.7035 - val_mean_absolute_error: 240.5982
Epoch 1604/5000
148/148 [==============================] - 0s 41us/step - loss: 34684.1797 - mean_absolute_error: 149.5580 - val_loss: 69112.0600 - val_mean_absolute_error: 240.4854
Epoch 1605/5000
148/148 [==============================] - 0s 47us/step - loss: 34651.8516 - mean_absolute_error: 149.4643 - val_loss: 69058.4473 - val_mean_absolute_error: 240.3727
Epoch 1606/5000
148/148 [==============================] - 0s 41us/step - loss: 34619.5547 - mean_absolute_error: 149.3706 - val_loss: 69004.8887 - val_mean_absolute_error: 240.2600
Epoch 1607/5000
148/148 [==============================] - 0s 41us/step - loss: 34587.2930 - mean_absolute_error: 149.2769 - val_loss: 68951.3919 - val_mean_absolute_error: 240.1473
Epoch 1608/5000
148/148 [==============================] - 0s 34us/step - loss: 34555.0703 - mean_absolute_error: 149.1833 - val_loss: 68897.9413 - val_mean_absolute_error: 240.0347
Epoch 1609/5000
148/148 [==============================] - 0s 34us/step - loss: 34522.8867 - mean_absolute_error: 149.0896 - val_loss: 68844.5290 - val_mean_absolute_error: 239.9221
Epoch 1610/5000
148/148 [==============================] - 0s 34us/step - loss: 34490.7305 - mean_absolute_error: 148.9976 - val_loss: 68791.1706 - val_mean_absolute_error: 239.8094
Epoch 1611/5000
148/148 [==============================] - 0s 41us/step - loss: 34458.6172 - mean_absolute_error: 148.9061 - val_loss: 68737.8508 - val_mean_absolute_error: 239.6969
Epoch 1612/5000
148/148 [==============================] - 0s 34us/step - loss: 34426.5391 - mean_absolute_error: 148.8146 - val_loss: 68684.5927 - val_mean_absolute_error: 239.5844
Epoch 1613/5000
148/148 [==============================] - 0s 34us/step - loss: 34394.4922 - mean_absolute_error: 148.7232 - val_loss: 68631.3660 - val_mean_absolute_error: 239.4729
Epoch 1614/5000
148/148 [==============================] - 0s 41us/step - loss: 34362.4844 - mean_absolute_error: 148.6318 - val_loss: 68578.2002 - val_mean_absolute_error: 239.3615
Epoch 1615/5000
148/148 [==============================] - 0s 47us/step - loss: 34330.5117 - mean_absolute_error: 148.5404 - val_loss: 68525.0810 - val_mean_absolute_error: 239.2501
Epoch 1616/5000
148/148 [==============================] - 0s 34us/step - loss: 34298.5742 - mean_absolute_error: 148.4490 - val_loss: 68472.0002 - val_mean_absolute_error: 239.1387
Epoch 1617/5000
148/148 [==============================] - 0s 41us/step - loss: 34266.6719 - mean_absolute_error: 148.3576 - val_loss: 68418.9660 - val_mean_absolute_error: 239.0273
Epoch 1618/5000
148/148 [==============================] - 0s 41us/step - loss: 34234.8086 - mean_absolute_error: 148.2663 - val_loss: 68365.9854 - val_mean_absolute_error: 238.9159
Epoch 1619/5000
148/148 [==============================] - 0s 54us/step - loss: 34202.9805 - mean_absolute_error: 148.1749 - val_loss: 68313.0665 - val_mean_absolute_error: 238.8046
Epoch 1620/5000
148/148 [==============================] - 0s 34us/step - loss: 34171.1836 - mean_absolute_error: 148.0836 - val_loss: 68260.1708 - val_mean_absolute_error: 238.6933
Epoch 1621/5000
148/148 [==============================] - 0s 34us/step - loss: 34139.4258 - mean_absolute_error: 147.9923 - val_loss: 68207.3292 - val_mean_absolute_error: 238.5820
Epoch 1622/5000
148/148 [==============================] - 0s 41us/step - loss: 34107.6953 - mean_absolute_error: 147.9010 - val_loss: 68154.5415 - val_mean_absolute_error: 238.4707
Epoch 1623/5000
148/148 [==============================] - 0s 34us/step - loss: 34076.0117 - mean_absolute_error: 147.8098 - val_loss: 68101.7844 - val_mean_absolute_error: 238.3595
Epoch 1624/5000
148/148 [==============================] - 0s 47us/step - loss: 34044.3633 - mean_absolute_error: 147.7185 - val_loss: 68049.0813 - val_mean_absolute_error: 238.2482
Epoch 1625/5000
148/148 [==============================] - 0s 34us/step - loss: 34012.7422 - mean_absolute_error: 147.6273 - val_loss: 67996.4173 - val_mean_absolute_error: 238.1370
Epoch 1626/5000
148/148 [==============================] - 0s 41us/step - loss: 33981.1602 - mean_absolute_error: 147.5361 - val_loss: 67943.7988 - val_mean_absolute_error: 238.0258
Epoch 1627/5000
148/148 [==============================] - 0s 41us/step - loss: 33949.6133 - mean_absolute_error: 147.4449 - val_loss: 67891.2423 - val_mean_absolute_error: 237.9147
Epoch 1628/5000
148/148 [==============================] - 0s 41us/step - loss: 33918.1016 - mean_absolute_error: 147.3537 - val_loss: 67838.7398 - val_mean_absolute_error: 237.8036
Epoch 1629/5000
148/148 [==============================] - 0s 41us/step - loss: 33886.6328 - mean_absolute_error: 147.2626 - val_loss: 67786.2604 - val_mean_absolute_error: 237.6925
Epoch 1630/5000
148/148 [==============================] - 0s 27us/step - loss: 33855.1992 - mean_absolute_error: 147.1715 - val_loss: 67733.8502 - val_mean_absolute_error: 237.5814
Epoch 1631/5000
148/148 [==============================] - 0s 27us/step - loss: 33823.7969 - mean_absolute_error: 147.0804 - val_loss: 67681.4867 - val_mean_absolute_error: 237.4704
Epoch 1632/5000
148/148 [==============================] - 0s 27us/step - loss: 33792.4336 - mean_absolute_error: 146.9893 - val_loss: 67629.1692 - val_mean_absolute_error: 237.3593
Epoch 1633/5000
148/148 [==============================] - 0s 27us/step - loss: 33761.1055 - mean_absolute_error: 146.8982 - val_loss: 67576.8898 - val_mean_absolute_error: 237.2483
Epoch 1634/5000
148/148 [==============================] - 0s 41us/step - loss: 33729.8125 - mean_absolute_error: 146.8072 - val_loss: 67524.6652 - val_mean_absolute_error: 237.1373
Epoch 1635/5000
148/148 [==============================] - 0s 20us/step - loss: 33698.5547 - mean_absolute_error: 146.7161 - val_loss: 67472.4783 - val_mean_absolute_error: 237.0264
Epoch 1636/5000
148/148 [==============================] - 0s 27us/step - loss: 33667.3242 - mean_absolute_error: 146.6251 - val_loss: 67420.3535 - val_mean_absolute_error: 236.9154
Epoch 1637/5000
148/148 [==============================] - 0s 20us/step - loss: 33636.1406 - mean_absolute_error: 146.5341 - val_loss: 67368.2714 - val_mean_absolute_error: 236.8046
Epoch 1638/5000
148/148 [==============================] - 0s 27us/step - loss: 33604.9883 - mean_absolute_error: 146.4431 - val_loss: 67316.2427 - val_mean_absolute_error: 236.6937
Epoch 1639/5000
148/148 [==============================] - 0s 34us/step - loss: 33573.8789 - mean_absolute_error: 146.3521 - val_loss: 67264.2530 - val_mean_absolute_error: 236.5828
Epoch 1640/5000
148/148 [==============================] - 0s 27us/step - loss: 33542.7891 - mean_absolute_error: 146.2611 - val_loss: 67212.3246 - val_mean_absolute_error: 236.4720
Epoch 1641/5000
148/148 [==============================] - 0s 20us/step - loss: 33511.7461 - mean_absolute_error: 146.1702 - val_loss: 67160.4351 - val_mean_absolute_error: 236.3613
Epoch 1642/5000
148/148 [==============================] - 0s 20us/step - loss: 33480.7344 - mean_absolute_error: 146.0793 - val_loss: 67108.6030 - val_mean_absolute_error: 236.2505
Epoch 1643/5000
148/148 [==============================] - 0s 27us/step - loss: 33449.7617 - mean_absolute_error: 145.9883 - val_loss: 67056.8135 - val_mean_absolute_error: 236.1397
Epoch 1644/5000
148/148 [==============================] - 0s 27us/step - loss: 33418.8164 - mean_absolute_error: 145.8974 - val_loss: 67005.0703 - val_mean_absolute_error: 236.0290
Epoch 1645/5000
148/148 [==============================] - 0s 34us/step - loss: 33387.9180 - mean_absolute_error: 145.8066 - val_loss: 66953.3618 - val_mean_absolute_error: 235.9183
Epoch 1646/5000
148/148 [==============================] - 0s 34us/step - loss: 33357.0430 - mean_absolute_error: 145.7157 - val_loss: 66901.7072 - val_mean_absolute_error: 235.8076
Epoch 1647/5000
148/148 [==============================] - 0s 34us/step - loss: 33326.2109 - mean_absolute_error: 145.6248 - val_loss: 66850.0989 - val_mean_absolute_error: 235.6969
Epoch 1648/5000
148/148 [==============================] - 0s 27us/step - loss: 33295.4141 - mean_absolute_error: 145.5340 - val_loss: 66798.5408 - val_mean_absolute_error: 235.5862
Epoch 1649/5000
148/148 [==============================] - 0s 27us/step - loss: 33264.6562 - mean_absolute_error: 145.4432 - val_loss: 66747.0325 - val_mean_absolute_error: 235.4756
Epoch 1650/5000
148/148 [==============================] - 0s 27us/step - loss: 33233.9297 - mean_absolute_error: 145.3525 - val_loss: 66695.5708 - val_mean_absolute_error: 235.3650
Epoch 1651/5000
148/148 [==============================] - 0s 27us/step - loss: 33203.2383 - mean_absolute_error: 145.2617 - val_loss: 66644.1550 - val_mean_absolute_error: 235.2544
Epoch 1652/5000
148/148 [==============================] - 0s 20us/step - loss: 33172.5820 - mean_absolute_error: 145.1710 - val_loss: 66592.7860 - val_mean_absolute_error: 235.1439
Epoch 1653/5000
148/148 [==============================] - 0s 34us/step - loss: 33141.9648 - mean_absolute_error: 145.0803 - val_loss: 66541.4509 - val_mean_absolute_error: 235.0333
Epoch 1654/5000
148/148 [==============================] - 0s 34us/step - loss: 33111.3789 - mean_absolute_error: 144.9896 - val_loss: 66490.1514 - val_mean_absolute_error: 234.9227
Epoch 1655/5000
148/148 [==============================] - 0s 27us/step - loss: 33080.8047 - mean_absolute_error: 144.8989 - val_loss: 66438.8818 - val_mean_absolute_error: 234.8122
Epoch 1656/5000
148/148 [==============================] - 0s 27us/step - loss: 33050.2617 - mean_absolute_error: 144.8082 - val_loss: 66387.6516 - val_mean_absolute_error: 234.7017
Epoch 1657/5000
148/148 [==============================] - 0s 20us/step - loss: 33019.7617 - mean_absolute_error: 144.7176 - val_loss: 66336.4708 - val_mean_absolute_error: 234.5912
Epoch 1658/5000
148/148 [==============================] - 0s 34us/step - loss: 32989.2852 - mean_absolute_error: 144.6269 - val_loss: 66285.3136 - val_mean_absolute_error: 234.4806
Epoch 1659/5000
148/148 [==============================] - 0s 27us/step - loss: 32958.8398 - mean_absolute_error: 144.5364 - val_loss: 66234.1989 - val_mean_absolute_error: 234.3702
Epoch 1660/5000
148/148 [==============================] - 0s 27us/step - loss: 32928.4297 - mean_absolute_error: 144.4458 - val_loss: 66183.1183 - val_mean_absolute_error: 234.2597
Epoch 1661/5000
148/148 [==============================] - 0s 27us/step - loss: 32898.0430 - mean_absolute_error: 144.3552 - val_loss: 66132.0806 - val_mean_absolute_error: 234.1492
Epoch 1662/5000
148/148 [==============================] - 0s 20us/step - loss: 32867.6953 - mean_absolute_error: 144.2647 - val_loss: 66081.0926 - val_mean_absolute_error: 234.0387
Epoch 1663/5000
148/148 [==============================] - 0s 27us/step - loss: 32837.3828 - mean_absolute_error: 144.1742 - val_loss: 66030.1515 - val_mean_absolute_error: 233.9283
Epoch 1664/5000
148/148 [==============================] - 0s 27us/step - loss: 32807.1055 - mean_absolute_error: 144.0837 - val_loss: 65979.2369 - val_mean_absolute_error: 233.8179
Epoch 1665/5000
148/148 [==============================] - 0s 34us/step - loss: 32776.8633 - mean_absolute_error: 143.9933 - val_loss: 65928.3801 - val_mean_absolute_error: 233.7075
Epoch 1666/5000
148/148 [==============================] - 0s 34us/step - loss: 32746.6484 - mean_absolute_error: 143.9029 - val_loss: 65877.5734 - val_mean_absolute_error: 233.5972
Epoch 1667/5000
148/148 [==============================] - 0s 27us/step - loss: 32716.4766 - mean_absolute_error: 143.8125 - val_loss: 65826.8017 - val_mean_absolute_error: 233.4868
Epoch 1668/5000
148/148 [==============================] - 0s 34us/step - loss: 32686.3320 - mean_absolute_error: 143.7221 - val_loss: 65776.0796 - val_mean_absolute_error: 233.3765
Epoch 1669/5000
148/148 [==============================] - 0s 27us/step - loss: 32656.2266 - mean_absolute_error: 143.6317 - val_loss: 65725.4005 - val_mean_absolute_error: 233.2662
Epoch 1670/5000
148/148 [==============================] - 0s 41us/step - loss: 32626.1562 - mean_absolute_error: 143.5414 - val_loss: 65674.7630 - val_mean_absolute_error: 233.1560
Epoch 1671/5000
148/148 [==============================] - 0s 41us/step - loss: 32596.1191 - mean_absolute_error: 143.4511 - val_loss: 65624.1803 - val_mean_absolute_error: 233.0457
Epoch 1672/5000
148/148 [==============================] - 0s 34us/step - loss: 32566.1152 - mean_absolute_error: 143.3608 - val_loss: 65573.6319 - val_mean_absolute_error: 232.9355
Epoch 1673/5000
148/148 [==============================] - 0s 27us/step - loss: 32536.1484 - mean_absolute_error: 143.2705 - val_loss: 65523.1455 - val_mean_absolute_error: 232.8253
Epoch 1674/5000
148/148 [==============================] - 0s 20us/step - loss: 32506.2227 - mean_absolute_error: 143.1803 - val_loss: 65472.6969 - val_mean_absolute_error: 232.7152
Epoch 1675/5000
148/148 [==============================] - 0s 34us/step - loss: 32476.3242 - mean_absolute_error: 143.0901 - val_loss: 65422.2953 - val_mean_absolute_error: 232.6050
Epoch 1676/5000
148/148 [==============================] - 0s 34us/step - loss: 32446.4668 - mean_absolute_error: 142.9999 - val_loss: 65371.9398 - val_mean_absolute_error: 232.4949
Epoch 1677/5000
148/148 [==============================] - 0s 27us/step - loss: 32416.6445 - mean_absolute_error: 142.9097 - val_loss: 65321.6417 - val_mean_absolute_error: 232.3848
Epoch 1678/5000
148/148 [==============================] - 0s 20us/step - loss: 32386.8555 - mean_absolute_error: 142.8196 - val_loss: 65271.3555 - val_mean_absolute_error: 232.2747
Epoch 1679/5000
148/148 [==============================] - 0s 27us/step - loss: 32357.1016 - mean_absolute_error: 142.7294 - val_loss: 65221.1118 - val_mean_absolute_error: 232.1646
Epoch 1680/5000
148/148 [==============================] - 0s 27us/step - loss: 32327.3809 - mean_absolute_error: 142.6393 - val_loss: 65170.9258 - val_mean_absolute_error: 232.0545
Epoch 1681/5000
148/148 [==============================] - 0s 27us/step - loss: 32297.6992 - mean_absolute_error: 142.5493 - val_loss: 65120.7742 - val_mean_absolute_error: 231.9445
Epoch 1682/5000
148/148 [==============================] - 0s 34us/step - loss: 32268.0508 - mean_absolute_error: 142.4592 - val_loss: 65070.6730 - val_mean_absolute_error: 231.8345
Epoch 1683/5000
148/148 [==============================] - 0s 27us/step - loss: 32238.4434 - mean_absolute_error: 142.3692 - val_loss: 65020.6335 - val_mean_absolute_error: 231.7244
Epoch 1684/5000
148/148 [==============================] - 0s 20us/step - loss: 32208.8652 - mean_absolute_error: 142.2791 - val_loss: 64970.6290 - val_mean_absolute_error: 231.6145
Epoch 1685/5000
148/148 [==============================] - 0s 20us/step - loss: 32179.3281 - mean_absolute_error: 142.1891 - val_loss: 64920.6736 - val_mean_absolute_error: 231.5045
Epoch 1686/5000
148/148 [==============================] - 0s 27us/step - loss: 32149.8203 - mean_absolute_error: 142.0992 - val_loss: 64870.7731 - val_mean_absolute_error: 231.3946
Epoch 1687/5000
148/148 [==============================] - 0s 34us/step - loss: 32120.3555 - mean_absolute_error: 142.0092 - val_loss: 64820.9184 - val_mean_absolute_error: 231.2848
Epoch 1688/5000
148/148 [==============================] - 0s 27us/step - loss: 32090.9297 - mean_absolute_error: 141.9193 - val_loss: 64771.1218 - val_mean_absolute_error: 231.1749
Epoch 1689/5000
148/148 [==============================] - 0s 27us/step - loss: 32061.5332 - mean_absolute_error: 141.8294 - val_loss: 64721.3598 - val_mean_absolute_error: 231.0651
Epoch 1690/5000
148/148 [==============================] - 0s 34us/step - loss: 32032.1758 - mean_absolute_error: 141.7396 - val_loss: 64671.6518 - val_mean_absolute_error: 230.9553
Epoch 1691/5000
148/148 [==============================] - 0s 27us/step - loss: 32002.8516 - mean_absolute_error: 141.6497 - val_loss: 64621.9896 - val_mean_absolute_error: 230.8456
Epoch 1692/5000
148/148 [==============================] - 0s 27us/step - loss: 31973.5605 - mean_absolute_error: 141.5599 - val_loss: 64572.3858 - val_mean_absolute_error: 230.7359
Epoch 1693/5000
148/148 [==============================] - 0s 27us/step - loss: 31944.3105 - mean_absolute_error: 141.4701 - val_loss: 64522.8202 - val_mean_absolute_error: 230.6262
Epoch 1694/5000
148/148 [==============================] - 0s 34us/step - loss: 31915.0977 - mean_absolute_error: 141.3803 - val_loss: 64473.3051 - val_mean_absolute_error: 230.5165
Epoch 1695/5000
148/148 [==============================] - 0s 34us/step - loss: 31885.9180 - mean_absolute_error: 141.2906 - val_loss: 64423.8435 - val_mean_absolute_error: 230.4068
Epoch 1696/5000
148/148 [==============================] - 0s 27us/step - loss: 31856.7773 - mean_absolute_error: 141.2008 - val_loss: 64374.4248 - val_mean_absolute_error: 230.2972
Epoch 1697/5000
148/148 [==============================] - 0s 20us/step - loss: 31827.6660 - mean_absolute_error: 141.1111 - val_loss: 64325.0519 - val_mean_absolute_error: 230.1877
Epoch 1698/5000
148/148 [==============================] - 0s 34us/step - loss: 31798.5938 - mean_absolute_error: 141.0214 - val_loss: 64275.7291 - val_mean_absolute_error: 230.0781
Epoch 1699/5000
148/148 [==============================] - 0s 34us/step - loss: 31769.5547 - mean_absolute_error: 140.9318 - val_loss: 64226.4602 - val_mean_absolute_error: 229.9686
Epoch 1700/5000
148/148 [==============================] - 0s 27us/step - loss: 31740.5566 - mean_absolute_error: 140.8421 - val_loss: 64177.2265 - val_mean_absolute_error: 229.8591
Epoch 1701/5000
148/148 [==============================] - 0s 27us/step - loss: 31711.5879 - mean_absolute_error: 140.7525 - val_loss: 64128.0501 - val_mean_absolute_error: 229.7496
Epoch 1702/5000
148/148 [==============================] - 0s 27us/step - loss: 31682.6562 - mean_absolute_error: 140.6629 - val_loss: 64078.9281 - val_mean_absolute_error: 229.6402
Epoch 1703/5000
148/148 [==============================] - 0s 27us/step - loss: 31653.7676 - mean_absolute_error: 140.5733 - val_loss: 64029.8481 - val_mean_absolute_error: 229.5308
Epoch 1704/5000
148/148 [==============================] - 0s 34us/step - loss: 31624.9160 - mean_absolute_error: 140.4838 - val_loss: 63980.8264 - val_mean_absolute_error: 229.4215
Epoch 1705/5000
148/148 [==============================] - 0s 27us/step - loss: 31596.0918 - mean_absolute_error: 140.3943 - val_loss: 63931.8350 - val_mean_absolute_error: 229.3122
Epoch 1706/5000
148/148 [==============================] - 0s 27us/step - loss: 31567.3105 - mean_absolute_error: 140.3048 - val_loss: 63882.9057 - val_mean_absolute_error: 229.2028
Epoch 1707/5000
148/148 [==============================] - 0s 27us/step - loss: 31538.5605 - mean_absolute_error: 140.2153 - val_loss: 63834.0339 - val_mean_absolute_error: 229.0936
Epoch 1708/5000
148/148 [==============================] - 0s 34us/step - loss: 31509.8477 - mean_absolute_error: 140.1259 - val_loss: 63785.1971 - val_mean_absolute_error: 228.9843
Epoch 1709/5000
148/148 [==============================] - 0s 34us/step - loss: 31481.1680 - mean_absolute_error: 140.0365 - val_loss: 63736.4139 - val_mean_absolute_error: 228.8752
Epoch 1710/5000
148/148 [==============================] - 0s 27us/step - loss: 31452.5332 - mean_absolute_error: 139.9471 - val_loss: 63687.6811 - val_mean_absolute_error: 228.7660
Epoch 1711/5000
148/148 [==============================] - 0s 27us/step - loss: 31423.9297 - mean_absolute_error: 139.8577 - val_loss: 63638.9827 - val_mean_absolute_error: 228.6568
Epoch 1712/5000
148/148 [==============================] - 0s 27us/step - loss: 31395.3574 - mean_absolute_error: 139.7684 - val_loss: 63590.3579 - val_mean_absolute_error: 228.5477
Epoch 1713/5000
148/148 [==============================] - 0s 27us/step - loss: 31366.8281 - mean_absolute_error: 139.6790 - val_loss: 63541.7674 - val_mean_absolute_error: 228.4387
Epoch 1714/5000
148/148 [==============================] - 0s 47us/step - loss: 31338.3320 - mean_absolute_error: 139.5898 - val_loss: 63493.2272 - val_mean_absolute_error: 228.3297
Epoch 1715/5000
148/148 [==============================] - 0s 34us/step - loss: 31309.8711 - mean_absolute_error: 139.5005 - val_loss: 63444.7294 - val_mean_absolute_error: 228.2206
Epoch 1716/5000
148/148 [==============================] - 0s 34us/step - loss: 31281.4453 - mean_absolute_error: 139.4112 - val_loss: 63396.2894 - val_mean_absolute_error: 228.1116
Epoch 1717/5000
148/148 [==============================] - 0s 20us/step - loss: 31253.0566 - mean_absolute_error: 139.3220 - val_loss: 63347.8918 - val_mean_absolute_error: 228.0027
Epoch 1718/5000
148/148 [==============================] - 0s 27us/step - loss: 31224.7031 - mean_absolute_error: 139.2328 - val_loss: 63299.5522 - val_mean_absolute_error: 227.8938
Epoch 1719/5000
148/148 [==============================] - 0s 20us/step - loss: 31196.3574 - mean_absolute_error: 139.1436 - val_loss: 63251.2623 - val_mean_absolute_error: 227.7850
Epoch 1720/5000
148/148 [==============================] - 0s 34us/step - loss: 31168.0137 - mean_absolute_error: 139.0544 - val_loss: 63203.0537 - val_mean_absolute_error: 227.6762
Epoch 1721/5000
148/148 [==============================] - 0s 27us/step - loss: 31139.6992 - mean_absolute_error: 138.9652 - val_loss: 63154.9065 - val_mean_absolute_error: 227.5674
Epoch 1722/5000
148/148 [==============================] - 0s 20us/step - loss: 31111.4160 - mean_absolute_error: 138.8760 - val_loss: 63106.8290 - val_mean_absolute_error: 227.4587
Epoch 1723/5000
148/148 [==============================] - 0s 27us/step - loss: 31083.1621 - mean_absolute_error: 138.7869 - val_loss: 63058.8011 - val_mean_absolute_error: 227.3501
Epoch 1724/5000
148/148 [==============================] - 0s 27us/step - loss: 31054.9395 - mean_absolute_error: 138.6977 - val_loss: 63010.8395 - val_mean_absolute_error: 227.2416
Epoch 1725/5000
148/148 [==============================] - 0s 20us/step - loss: 31026.7539 - mean_absolute_error: 138.6086 - val_loss: 62962.9314 - val_mean_absolute_error: 227.1331
Epoch 1726/5000
148/148 [==============================] - 0s 34us/step - loss: 30998.5938 - mean_absolute_error: 138.5196 - val_loss: 62915.0887 - val_mean_absolute_error: 227.0247
Epoch 1727/5000
148/148 [==============================] - 0s 27us/step - loss: 30970.4688 - mean_absolute_error: 138.4305 - val_loss: 62867.2963 - val_mean_absolute_error: 226.9162
Epoch 1728/5000
148/148 [==============================] - 0s 27us/step - loss: 30942.3750 - mean_absolute_error: 138.3415 - val_loss: 62819.5616 - val_mean_absolute_error: 226.8079
Epoch 1729/5000
148/148 [==============================] - 0s 27us/step - loss: 30914.3145 - mean_absolute_error: 138.2525 - val_loss: 62771.8770 - val_mean_absolute_error: 226.6995
Epoch 1730/5000
148/148 [==============================] - 0s 34us/step - loss: 30886.2910 - mean_absolute_error: 138.1635 - val_loss: 62724.2502 - val_mean_absolute_error: 226.5913
Epoch 1731/5000
148/148 [==============================] - 0s 34us/step - loss: 30858.2930 - mean_absolute_error: 138.0745 - val_loss: 62676.6817 - val_mean_absolute_error: 226.4830
Epoch 1732/5000
148/148 [==============================] - 0s 34us/step - loss: 30830.3379 - mean_absolute_error: 137.9856 - val_loss: 62629.1588 - val_mean_absolute_error: 226.3748
Epoch 1733/5000
148/148 [==============================] - 0s 20us/step - loss: 30802.4082 - mean_absolute_error: 137.8967 - val_loss: 62581.6979 - val_mean_absolute_error: 226.2667
Epoch 1734/5000
148/148 [==============================] - 0s 27us/step - loss: 30774.5195 - mean_absolute_error: 137.8078 - val_loss: 62534.2906 - val_mean_absolute_error: 226.1586
Epoch 1735/5000
148/148 [==============================] - 0s 20us/step - loss: 30746.6484 - mean_absolute_error: 137.7189 - val_loss: 62486.9223 - val_mean_absolute_error: 226.0505
Epoch 1736/5000
148/148 [==============================] - 0s 27us/step - loss: 30718.7812 - mean_absolute_error: 137.6300 - val_loss: 62439.5998 - val_mean_absolute_error: 225.9425
Epoch 1737/5000
148/148 [==============================] - 0s 41us/step - loss: 30690.9395 - mean_absolute_error: 137.5411 - val_loss: 62392.3321 - val_mean_absolute_error: 225.8345
Epoch 1738/5000
148/148 [==============================] - 0s 27us/step - loss: 30663.1289 - mean_absolute_error: 137.4523 - val_loss: 62345.1021 - val_mean_absolute_error: 225.7265
Epoch 1739/5000
148/148 [==============================] - 0s 27us/step - loss: 30635.3438 - mean_absolute_error: 137.3635 - val_loss: 62297.9265 - val_mean_absolute_error: 225.6186
Epoch 1740/5000
148/148 [==============================] - 0s 27us/step - loss: 30607.5918 - mean_absolute_error: 137.2747 - val_loss: 62250.7967 - val_mean_absolute_error: 225.5108
Epoch 1741/5000
148/148 [==============================] - 0s 27us/step - loss: 30579.8711 - mean_absolute_error: 137.1859 - val_loss: 62203.7176 - val_mean_absolute_error: 225.4029
Epoch 1742/5000
148/148 [==============================] - 0s 27us/step - loss: 30552.1797 - mean_absolute_error: 137.0972 - val_loss: 62156.6728 - val_mean_absolute_error: 225.2952
Epoch 1743/5000
148/148 [==============================] - 0s 41us/step - loss: 30524.5195 - mean_absolute_error: 137.0085 - val_loss: 62109.6858 - val_mean_absolute_error: 225.1874
Epoch 1744/5000
148/148 [==============================] - 0s 27us/step - loss: 30496.8984 - mean_absolute_error: 136.9199 - val_loss: 62062.7451 - val_mean_absolute_error: 225.0797
Epoch 1745/5000
148/148 [==============================] - 0s 27us/step - loss: 30469.3047 - mean_absolute_error: 136.8313 - val_loss: 62015.8549 - val_mean_absolute_error: 224.9720
Epoch 1746/5000
148/148 [==============================] - 0s 20us/step - loss: 30441.7500 - mean_absolute_error: 136.7427 - val_loss: 61968.9990 - val_mean_absolute_error: 224.8643
Epoch 1747/5000
148/148 [==============================] - 0s 27us/step - loss: 30414.2188 - mean_absolute_error: 136.6541 - val_loss: 61922.2008 - val_mean_absolute_error: 224.7567
Epoch 1748/5000
148/148 [==============================] - 0s 34us/step - loss: 30386.7266 - mean_absolute_error: 136.5656 - val_loss: 61875.4455 - val_mean_absolute_error: 224.6491
Epoch 1749/5000
148/148 [==============================] - 0s 27us/step - loss: 30359.2734 - mean_absolute_error: 136.4771 - val_loss: 61828.7474 - val_mean_absolute_error: 224.5416
Epoch 1750/5000
148/148 [==============================] - 0s 27us/step - loss: 30331.8477 - mean_absolute_error: 136.3886 - val_loss: 61782.0805 - val_mean_absolute_error: 224.4341
Epoch 1751/5000
148/148 [==============================] - 0s 34us/step - loss: 30304.4531 - mean_absolute_error: 136.3001 - val_loss: 61735.4710 - val_mean_absolute_error: 224.3266
Epoch 1752/5000
148/148 [==============================] - 0s 20us/step - loss: 30277.0977 - mean_absolute_error: 136.2117 - val_loss: 61688.9164 - val_mean_absolute_error: 224.2191
Epoch 1753/5000
148/148 [==============================] - 0s 34us/step - loss: 30249.7773 - mean_absolute_error: 136.1233 - val_loss: 61642.4032 - val_mean_absolute_error: 224.1117
Epoch 1754/5000
148/148 [==============================] - 0s 27us/step - loss: 30222.4863 - mean_absolute_error: 136.0349 - val_loss: 61595.9331 - val_mean_absolute_error: 224.0043
Epoch 1755/5000
148/148 [==============================] - 0s 27us/step - loss: 30195.2363 - mean_absolute_error: 135.9466 - val_loss: 61549.5243 - val_mean_absolute_error: 223.8970
Epoch 1756/5000
148/148 [==============================] - 0s 27us/step - loss: 30168.0195 - mean_absolute_error: 135.8583 - val_loss: 61503.1424 - val_mean_absolute_error: 223.7897
Epoch 1757/5000
148/148 [==============================] - 0s 20us/step - loss: 30140.8340 - mean_absolute_error: 135.7700 - val_loss: 61456.8226 - val_mean_absolute_error: 223.6824
Epoch 1758/5000
148/148 [==============================] - 0s 34us/step - loss: 30113.6895 - mean_absolute_error: 135.6817 - val_loss: 61410.5448 - val_mean_absolute_error: 223.5752
Epoch 1759/5000
148/148 [==============================] - 0s 34us/step - loss: 30086.5781 - mean_absolute_error: 135.5935 - val_loss: 61364.3171 - val_mean_absolute_error: 223.4680
Epoch 1760/5000
148/148 [==============================] - 0s 27us/step - loss: 30059.5000 - mean_absolute_error: 135.5053 - val_loss: 61318.1438 - val_mean_absolute_error: 223.3608
Epoch 1761/5000
148/148 [==============================] - 0s 27us/step - loss: 30032.4570 - mean_absolute_error: 135.4171 - val_loss: 61272.0085 - val_mean_absolute_error: 223.2537
Epoch 1762/5000
148/148 [==============================] - 0s 27us/step - loss: 30005.4531 - mean_absolute_error: 135.3290 - val_loss: 61225.9314 - val_mean_absolute_error: 223.1466
Epoch 1763/5000
148/148 [==============================] - 0s 34us/step - loss: 29978.4766 - mean_absolute_error: 135.2409 - val_loss: 61179.8966 - val_mean_absolute_error: 223.0395
Epoch 1764/5000
148/148 [==============================] - 0s 34us/step - loss: 29951.5430 - mean_absolute_error: 135.1528 - val_loss: 61133.9037 - val_mean_absolute_error: 222.9325
Epoch 1765/5000
148/148 [==============================] - 0s 34us/step - loss: 29924.6426 - mean_absolute_error: 135.0647 - val_loss: 61087.9079 - val_mean_absolute_error: 222.8254
Epoch 1766/5000
148/148 [==============================] - 0s 27us/step - loss: 29897.7812 - mean_absolute_error: 134.9767 - val_loss: 61041.9575 - val_mean_absolute_error: 222.7184
Epoch 1767/5000
148/148 [==============================] - 0s 27us/step - loss: 29870.9453 - mean_absolute_error: 134.8887 - val_loss: 60996.0501 - val_mean_absolute_error: 222.6114
Epoch 1768/5000
148/148 [==============================] - 0s 27us/step - loss: 29844.1582 - mean_absolute_error: 134.8007 - val_loss: 60950.1963 - val_mean_absolute_error: 222.5044
Epoch 1769/5000
148/148 [==============================] - 0s 34us/step - loss: 29817.3945 - mean_absolute_error: 134.7127 - val_loss: 60904.3889 - val_mean_absolute_error: 222.3975
Epoch 1770/5000
148/148 [==============================] - 0s 27us/step - loss: 29790.6758 - mean_absolute_error: 134.6248 - val_loss: 60858.6123 - val_mean_absolute_error: 222.2906
Epoch 1771/5000
148/148 [==============================] - 0s 27us/step - loss: 29763.9824 - mean_absolute_error: 134.5369 - val_loss: 60812.8974 - val_mean_absolute_error: 222.1837
Epoch 1772/5000
148/148 [==============================] - 0s 27us/step - loss: 29737.3320 - mean_absolute_error: 134.4490 - val_loss: 60767.2288 - val_mean_absolute_error: 222.0769
Epoch 1773/5000
148/148 [==============================] - 0s 27us/step - loss: 29710.7129 - mean_absolute_error: 134.3611 - val_loss: 60721.6141 - val_mean_absolute_error: 221.9701
Epoch 1774/5000
148/148 [==============================] - 0s 34us/step - loss: 29684.1348 - mean_absolute_error: 134.2734 - val_loss: 60676.0377 - val_mean_absolute_error: 221.8633
Epoch 1775/5000
148/148 [==============================] - 0s 34us/step - loss: 29657.5918 - mean_absolute_error: 134.1856 - val_loss: 60630.5157 - val_mean_absolute_error: 221.7566
Epoch 1776/5000
148/148 [==============================] - 0s 27us/step - loss: 29631.0840 - mean_absolute_error: 134.0978 - val_loss: 60585.0434 - val_mean_absolute_error: 221.6498
Epoch 1777/5000
148/148 [==============================] - 0s 27us/step - loss: 29604.6074 - mean_absolute_error: 134.0101 - val_loss: 60539.6140 - val_mean_absolute_error: 221.5431
Epoch 1778/5000
148/148 [==============================] - 0s 27us/step - loss: 29578.1719 - mean_absolute_error: 133.9224 - val_loss: 60494.2265 - val_mean_absolute_error: 221.4365
Epoch 1779/5000
148/148 [==============================] - 0s 27us/step - loss: 29551.7695 - mean_absolute_error: 133.8347 - val_loss: 60448.8972 - val_mean_absolute_error: 221.3299
Epoch 1780/5000
148/148 [==============================] - 0s 34us/step - loss: 29525.4023 - mean_absolute_error: 133.7471 - val_loss: 60403.6101 - val_mean_absolute_error: 221.2233
Epoch 1781/5000
148/148 [==============================] - 0s 34us/step - loss: 29499.0742 - mean_absolute_error: 133.6594 - val_loss: 60358.3693 - val_mean_absolute_error: 221.1168
Epoch 1782/5000
148/148 [==============================] - 0s 34us/step - loss: 29472.7734 - mean_absolute_error: 133.5718 - val_loss: 60313.1785 - val_mean_absolute_error: 221.0103
Epoch 1783/5000
148/148 [==============================] - 0s 20us/step - loss: 29446.5176 - mean_absolute_error: 133.4843 - val_loss: 60268.0300 - val_mean_absolute_error: 220.9038
Epoch 1784/5000
148/148 [==============================] - 0s 27us/step - loss: 29420.2910 - mean_absolute_error: 133.3967 - val_loss: 60222.9358 - val_mean_absolute_error: 220.7974
Epoch 1785/5000
148/148 [==============================] - 0s 27us/step - loss: 29394.1016 - mean_absolute_error: 133.3092 - val_loss: 60177.8873 - val_mean_absolute_error: 220.6926
Epoch 1786/5000
148/148 [==============================] - 0s 27us/step - loss: 29367.9453 - mean_absolute_error: 133.2217 - val_loss: 60132.8935 - val_mean_absolute_error: 220.5880
Epoch 1787/5000
148/148 [==============================] - 0s 34us/step - loss: 29341.8320 - mean_absolute_error: 133.1343 - val_loss: 60087.9379 - val_mean_absolute_error: 220.4834
Epoch 1788/5000
148/148 [==============================] - 0s 27us/step - loss: 29315.7441 - mean_absolute_error: 133.0469 - val_loss: 60043.0363 - val_mean_absolute_error: 220.3788
Epoch 1789/5000
148/148 [==============================] - 0s 27us/step - loss: 29289.6992 - mean_absolute_error: 132.9595 - val_loss: 59998.1885 - val_mean_absolute_error: 220.2743
Epoch 1790/5000
148/148 [==============================] - 0s 34us/step - loss: 29263.6855 - mean_absolute_error: 132.8721 - val_loss: 59953.3796 - val_mean_absolute_error: 220.1698
Epoch 1791/5000
148/148 [==============================] - 0s 20us/step - loss: 29237.7090 - mean_absolute_error: 132.7848 - val_loss: 59908.6165 - val_mean_absolute_error: 220.0654
Epoch 1792/5000
148/148 [==============================] - 0s 27us/step - loss: 29211.7773 - mean_absolute_error: 132.6975 - val_loss: 59863.9075 - val_mean_absolute_error: 219.9610
Epoch 1793/5000
148/148 [==============================] - 0s 27us/step - loss: 29185.8711 - mean_absolute_error: 132.6102 - val_loss: 59819.2491 - val_mean_absolute_error: 219.8566
Epoch 1794/5000
148/148 [==============================] - 0s 27us/step - loss: 29160.0000 - mean_absolute_error: 132.5230 - val_loss: 59774.6245 - val_mean_absolute_error: 219.7523
Epoch 1795/5000
148/148 [==============================] - 0s 34us/step - loss: 29134.1680 - mean_absolute_error: 132.4358 - val_loss: 59730.0660 - val_mean_absolute_error: 219.6479
Epoch 1796/5000
148/148 [==============================] - 0s 34us/step - loss: 29108.3691 - mean_absolute_error: 132.3486 - val_loss: 59685.5423 - val_mean_absolute_error: 219.5437
Epoch 1797/5000
148/148 [==============================] - 0s 20us/step - loss: 29082.6074 - mean_absolute_error: 132.2614 - val_loss: 59641.0682 - val_mean_absolute_error: 219.4394
Epoch 1798/5000
148/148 [==============================] - 0s 27us/step - loss: 29056.8809 - mean_absolute_error: 132.1743 - val_loss: 59596.6447 - val_mean_absolute_error: 219.3352
Epoch 1799/5000
148/148 [==============================] - 0s 20us/step - loss: 29031.1895 - mean_absolute_error: 132.0872 - val_loss: 59552.2712 - val_mean_absolute_error: 219.2311
Epoch 1800/5000
148/148 [==============================] - 0s 41us/step - loss: 29005.5371 - mean_absolute_error: 132.0001 - val_loss: 59507.9436 - val_mean_absolute_error: 219.1270
Epoch 1801/5000
148/148 [==============================] - 0s 34us/step - loss: 28979.9160 - mean_absolute_error: 131.9131 - val_loss: 59463.6625 - val_mean_absolute_error: 219.0229
Epoch 1802/5000
148/148 [==============================] - 0s 20us/step - loss: 28954.3320 - mean_absolute_error: 131.8260 - val_loss: 59419.4317 - val_mean_absolute_error: 218.9189
Epoch 1803/5000
148/148 [==============================] - 0s 27us/step - loss: 28928.7832 - mean_absolute_error: 131.7391 - val_loss: 59375.2432 - val_mean_absolute_error: 218.8149
Epoch 1804/5000
148/148 [==============================] - 0s 27us/step - loss: 28903.2695 - mean_absolute_error: 131.6521 - val_loss: 59331.1083 - val_mean_absolute_error: 218.7109
Epoch 1805/5000
148/148 [==============================] - 0s 27us/step - loss: 28877.7871 - mean_absolute_error: 131.5652 - val_loss: 59287.0201 - val_mean_absolute_error: 218.6070
Epoch 1806/5000
148/148 [==============================] - 0s 34us/step - loss: 28852.3438 - mean_absolute_error: 131.4783 - val_loss: 59242.9818 - val_mean_absolute_error: 218.5030
Epoch 1807/5000
148/148 [==============================] - 0s 27us/step - loss: 28826.9355 - mean_absolute_error: 131.3914 - val_loss: 59198.9863 - val_mean_absolute_error: 218.3992
Epoch 1808/5000
148/148 [==============================] - 0s 27us/step - loss: 28801.5645 - mean_absolute_error: 131.3046 - val_loss: 59155.0443 - val_mean_absolute_error: 218.2954
Epoch 1809/5000
148/148 [==============================] - 0s 34us/step - loss: 28776.2305 - mean_absolute_error: 131.2178 - val_loss: 59111.1483 - val_mean_absolute_error: 218.1916
Epoch 1810/5000
148/148 [==============================] - 0s 20us/step - loss: 28750.9297 - mean_absolute_error: 131.1310 - val_loss: 59067.2991 - val_mean_absolute_error: 218.0879
Epoch 1811/5000
148/148 [==============================] - 0s 27us/step - loss: 28725.6621 - mean_absolute_error: 131.0443 - val_loss: 59023.4997 - val_mean_absolute_error: 217.9842
Epoch 1812/5000
148/148 [==============================] - 0s 34us/step - loss: 28700.4355 - mean_absolute_error: 130.9576 - val_loss: 58979.7431 - val_mean_absolute_error: 217.8805
Epoch 1813/5000
148/148 [==============================] - 0s 27us/step - loss: 28675.2441 - mean_absolute_error: 130.8709 - val_loss: 58936.0285 - val_mean_absolute_error: 217.7769
Epoch 1814/5000
148/148 [==============================] - 0s 27us/step - loss: 28650.0820 - mean_absolute_error: 130.7842 - val_loss: 58892.3138 - val_mean_absolute_error: 217.6732
Epoch 1815/5000
148/148 [==============================] - 0s 34us/step - loss: 28624.9590 - mean_absolute_error: 130.6976 - val_loss: 58848.6533 - val_mean_absolute_error: 217.5696
Epoch 1816/5000
148/148 [==============================] - 0s 20us/step - loss: 28599.8711 - mean_absolute_error: 130.6110 - val_loss: 58805.0312 - val_mean_absolute_error: 217.4660
Epoch 1817/5000
148/148 [==============================] - 0s 27us/step - loss: 28574.8184 - mean_absolute_error: 130.5245 - val_loss: 58761.4635 - val_mean_absolute_error: 217.3625
Epoch 1818/5000
148/148 [==============================] - 0s 34us/step - loss: 28549.7969 - mean_absolute_error: 130.4379 - val_loss: 58717.9417 - val_mean_absolute_error: 217.2590
Epoch 1819/5000
148/148 [==============================] - 0s 27us/step - loss: 28524.8184 - mean_absolute_error: 130.3515 - val_loss: 58674.4662 - val_mean_absolute_error: 217.1556
Epoch 1820/5000
148/148 [==============================] - 0s 27us/step - loss: 28499.8711 - mean_absolute_error: 130.2650 - val_loss: 58631.0371 - val_mean_absolute_error: 217.0521
Epoch 1821/5000
148/148 [==============================] - 0s 20us/step - loss: 28474.9590 - mean_absolute_error: 130.1786 - val_loss: 58587.6619 - val_mean_absolute_error: 216.9487
Epoch 1822/5000
148/148 [==============================] - 0s 34us/step - loss: 28450.0820 - mean_absolute_error: 130.0921 - val_loss: 58544.3325 - val_mean_absolute_error: 216.8454
Epoch 1823/5000
148/148 [==============================] - 0s 20us/step - loss: 28425.2363 - mean_absolute_error: 130.0058 - val_loss: 58501.0457 - val_mean_absolute_error: 216.7421
Epoch 1824/5000
148/148 [==============================] - 0s 34us/step - loss: 28400.4316 - mean_absolute_error: 129.9194 - val_loss: 58457.8131 - val_mean_absolute_error: 216.6389
Epoch 1825/5000
148/148 [==============================] - 0s 27us/step - loss: 28375.6660 - mean_absolute_error: 129.8331 - val_loss: 58414.6268 - val_mean_absolute_error: 216.5356
Epoch 1826/5000
148/148 [==============================] - 0s 27us/step - loss: 28350.9219 - mean_absolute_error: 129.7468 - val_loss: 58371.4672 - val_mean_absolute_error: 216.4324
Epoch 1827/5000
148/148 [==============================] - 0s 20us/step - loss: 28326.2266 - mean_absolute_error: 129.6606 - val_loss: 58328.3620 - val_mean_absolute_error: 216.3292
Epoch 1828/5000
148/148 [==============================] - 0s 34us/step - loss: 28301.5605 - mean_absolute_error: 129.5744 - val_loss: 58285.3026 - val_mean_absolute_error: 216.2260
Epoch 1829/5000
148/148 [==============================] - 0s 20us/step - loss: 28276.9316 - mean_absolute_error: 129.4882 - val_loss: 58242.2897 - val_mean_absolute_error: 216.1229
Epoch 1830/5000
148/148 [==============================] - 0s 20us/step - loss: 28252.3359 - mean_absolute_error: 129.4020 - val_loss: 58199.3269 - val_mean_absolute_error: 216.0198
Epoch 1831/5000
148/148 [==============================] - 0s 34us/step - loss: 28227.7754 - mean_absolute_error: 129.3159 - val_loss: 58156.4062 - val_mean_absolute_error: 215.9167
Epoch 1832/5000
148/148 [==============================] - 0s 34us/step - loss: 28203.2559 - mean_absolute_error: 129.2298 - val_loss: 58113.5400 - val_mean_absolute_error: 215.8137
Epoch 1833/5000
148/148 [==============================] - 0s 27us/step - loss: 28178.7656 - mean_absolute_error: 129.1438 - val_loss: 58070.7234 - val_mean_absolute_error: 215.7107
Epoch 1834/5000
148/148 [==============================] - 0s 20us/step - loss: 28154.3125 - mean_absolute_error: 129.0577 - val_loss: 58027.9493 - val_mean_absolute_error: 215.6078
Epoch 1835/5000
148/148 [==============================] - 0s 34us/step - loss: 28129.8926 - mean_absolute_error: 128.9717 - val_loss: 57985.2141 - val_mean_absolute_error: 215.5049
Epoch 1836/5000
148/148 [==============================] - 0s 20us/step - loss: 28105.5059 - mean_absolute_error: 128.8880 - val_loss: 57942.5324 - val_mean_absolute_error: 215.4021
Epoch 1837/5000
148/148 [==============================] - 0s 27us/step - loss: 28081.1562 - mean_absolute_error: 128.8047 - val_loss: 57899.8974 - val_mean_absolute_error: 215.2992
Epoch 1838/5000
148/148 [==============================] - 0s 34us/step - loss: 28056.8438 - mean_absolute_error: 128.7214 - val_loss: 57857.3159 - val_mean_absolute_error: 215.1965
Epoch 1839/5000
148/148 [==============================] - 0s 34us/step - loss: 28032.5605 - mean_absolute_error: 128.6381 - val_loss: 57814.7807 - val_mean_absolute_error: 215.0937
Epoch 1840/5000
148/148 [==============================] - 0s 27us/step - loss: 28008.3184 - mean_absolute_error: 128.5548 - val_loss: 57772.2922 - val_mean_absolute_error: 214.9910
Epoch 1841/5000
148/148 [==============================] - 0s 27us/step - loss: 27984.1074 - mean_absolute_error: 128.4716 - val_loss: 57729.8495 - val_mean_absolute_error: 214.8884
Epoch 1842/5000
148/148 [==============================] - 0s 27us/step - loss: 27959.9375 - mean_absolute_error: 128.3885 - val_loss: 57687.4532 - val_mean_absolute_error: 214.7858
Epoch 1843/5000
148/148 [==============================] - 0s 34us/step - loss: 27935.7969 - mean_absolute_error: 128.3053 - val_loss: 57645.1071 - val_mean_absolute_error: 214.6832
Epoch 1844/5000
148/148 [==============================] - 0s 41us/step - loss: 27911.6914 - mean_absolute_error: 128.2222 - val_loss: 57602.8031 - val_mean_absolute_error: 214.5807
Epoch 1845/5000
148/148 [==============================] - 0s 27us/step - loss: 27887.6230 - mean_absolute_error: 128.1391 - val_loss: 57560.5497 - val_mean_absolute_error: 214.4782
Epoch 1846/5000
148/148 [==============================] - 0s 27us/step - loss: 27863.5898 - mean_absolute_error: 128.0561 - val_loss: 57518.3579 - val_mean_absolute_error: 214.3757
Epoch 1847/5000
148/148 [==============================] - 0s 27us/step - loss: 27839.5938 - mean_absolute_error: 127.9731 - val_loss: 57476.1968 - val_mean_absolute_error: 214.2733
Epoch 1848/5000
148/148 [==============================] - 0s 34us/step - loss: 27815.6309 - mean_absolute_error: 127.8900 - val_loss: 57434.0896 - val_mean_absolute_error: 214.1710
Epoch 1849/5000
148/148 [==============================] - 0s 34us/step - loss: 27791.7012 - mean_absolute_error: 127.8071 - val_loss: 57392.0284 - val_mean_absolute_error: 214.0686
Epoch 1850/5000
148/148 [==============================] - 0s 27us/step - loss: 27767.8105 - mean_absolute_error: 127.7242 - val_loss: 57350.0176 - val_mean_absolute_error: 213.9664
Epoch 1851/5000
148/148 [==============================] - 0s 20us/step - loss: 27743.9492 - mean_absolute_error: 127.6413 - val_loss: 57308.0453 - val_mean_absolute_error: 213.8641
Epoch 1852/5000
148/148 [==============================] - 0s 27us/step - loss: 27720.1250 - mean_absolute_error: 127.5584 - val_loss: 57266.1270 - val_mean_absolute_error: 213.7619
Epoch 1853/5000
148/148 [==============================] - 0s 20us/step - loss: 27696.3379 - mean_absolute_error: 127.4756 - val_loss: 57224.2547 - val_mean_absolute_error: 213.6598
Epoch 1854/5000
148/148 [==============================] - 0s 34us/step - loss: 27672.5840 - mean_absolute_error: 127.3928 - val_loss: 57182.4331 - val_mean_absolute_error: 213.5576
Epoch 1855/5000
148/148 [==============================] - 0s 34us/step - loss: 27648.8672 - mean_absolute_error: 127.3100 - val_loss: 57140.6535 - val_mean_absolute_error: 213.4555
Epoch 1856/5000
148/148 [==============================] - 0s 27us/step - loss: 27625.1797 - mean_absolute_error: 127.2273 - val_loss: 57098.9164 - val_mean_absolute_error: 213.3535
Epoch 1857/5000
148/148 [==============================] - 0s 27us/step - loss: 27601.5312 - mean_absolute_error: 127.1446 - val_loss: 57057.2329 - val_mean_absolute_error: 213.2515
Epoch 1858/5000
148/148 [==============================] - 0s 27us/step - loss: 27577.9121 - mean_absolute_error: 127.0619 - val_loss: 57015.5921 - val_mean_absolute_error: 213.1495
Epoch 1859/5000
148/148 [==============================] - 0s 20us/step - loss: 27554.3320 - mean_absolute_error: 126.9793 - val_loss: 56974.0091 - val_mean_absolute_error: 213.0476
Epoch 1860/5000
148/148 [==============================] - 0s 20us/step - loss: 27530.7852 - mean_absolute_error: 126.8967 - val_loss: 56932.4648 - val_mean_absolute_error: 212.9458
Epoch 1861/5000
148/148 [==============================] - 0s 27us/step - loss: 27507.2793 - mean_absolute_error: 126.8141 - val_loss: 56890.9666 - val_mean_absolute_error: 212.8439
Epoch 1862/5000
148/148 [==============================] - 0s 34us/step - loss: 27483.8027 - mean_absolute_error: 126.7316 - val_loss: 56849.5184 - val_mean_absolute_error: 212.7421
Epoch 1863/5000
148/148 [==============================] - 0s 27us/step - loss: 27460.3594 - mean_absolute_error: 126.6490 - val_loss: 56808.1166 - val_mean_absolute_error: 212.6404
Epoch 1864/5000
148/148 [==============================] - 0s 27us/step - loss: 27436.9492 - mean_absolute_error: 126.5666 - val_loss: 56766.7614 - val_mean_absolute_error: 212.5387
Epoch 1865/5000
148/148 [==============================] - 0s 27us/step - loss: 27413.5781 - mean_absolute_error: 126.4841 - val_loss: 56725.4556 - val_mean_absolute_error: 212.4370
Epoch 1866/5000
148/148 [==============================] - 0s 27us/step - loss: 27390.2441 - mean_absolute_error: 126.4017 - val_loss: 56684.1886 - val_mean_absolute_error: 212.3354
Epoch 1867/5000
148/148 [==============================] - 0s 27us/step - loss: 27366.9375 - mean_absolute_error: 126.3193 - val_loss: 56642.9833 - val_mean_absolute_error: 212.2338
Epoch 1868/5000
148/148 [==============================] - 0s 41us/step - loss: 27343.6699 - mean_absolute_error: 126.2370 - val_loss: 56601.8206 - val_mean_absolute_error: 212.1323
Epoch 1869/5000
148/148 [==============================] - 0s 27us/step - loss: 27320.4316 - mean_absolute_error: 126.1546 - val_loss: 56560.7078 - val_mean_absolute_error: 212.0308
Epoch 1870/5000
148/148 [==============================] - 0s 27us/step - loss: 27297.2266 - mean_absolute_error: 126.0723 - val_loss: 56519.6335 - val_mean_absolute_error: 211.9293
Epoch 1871/5000
148/148 [==============================] - 0s 27us/step - loss: 27274.0547 - mean_absolute_error: 125.9900 - val_loss: 56478.6096 - val_mean_absolute_error: 211.8279
Epoch 1872/5000
148/148 [==============================] - 0s 27us/step - loss: 27250.9160 - mean_absolute_error: 125.9078 - val_loss: 56437.6394 - val_mean_absolute_error: 211.7266
Epoch 1873/5000
148/148 [==============================] - 0s 27us/step - loss: 27227.8125 - mean_absolute_error: 125.8256 - val_loss: 56396.7000 - val_mean_absolute_error: 211.6252
Epoch 1874/5000
148/148 [==============================] - 0s 27us/step - loss: 27204.7422 - mean_absolute_error: 125.7434 - val_loss: 56355.8028 - val_mean_absolute_error: 211.5239
Epoch 1875/5000
148/148 [==============================] - 0s 34us/step - loss: 27181.7031 - mean_absolute_error: 125.6612 - val_loss: 56314.9103 - val_mean_absolute_error: 211.4226
Epoch 1876/5000
148/148 [==============================] - 0s 34us/step - loss: 27158.7031 - mean_absolute_error: 125.5791 - val_loss: 56274.0594 - val_mean_absolute_error: 211.3213
Epoch 1877/5000
148/148 [==============================] - 0s 27us/step - loss: 27135.7305 - mean_absolute_error: 125.4971 - val_loss: 56233.2547 - val_mean_absolute_error: 211.2201
Epoch 1878/5000
148/148 [==============================] - 0s 27us/step - loss: 27112.7930 - mean_absolute_error: 125.4150 - val_loss: 56192.5009 - val_mean_absolute_error: 211.1189
Epoch 1879/5000
148/148 [==============================] - 0s 27us/step - loss: 27089.9004 - mean_absolute_error: 125.3330 - val_loss: 56151.7926 - val_mean_absolute_error: 211.0177
Epoch 1880/5000
148/148 [==============================] - 0s 27us/step - loss: 27067.0293 - mean_absolute_error: 125.2510 - val_loss: 56111.1386 - val_mean_absolute_error: 210.9166
Epoch 1881/5000
148/148 [==============================] - 0s 20us/step - loss: 27044.2031 - mean_absolute_error: 125.1691 - val_loss: 56070.5271 - val_mean_absolute_error: 210.8156
Epoch 1882/5000
148/148 [==============================] - 0s 27us/step - loss: 27021.4062 - mean_absolute_error: 125.0872 - val_loss: 56029.9575 - val_mean_absolute_error: 210.7146
Epoch 1883/5000
148/148 [==============================] - 0s 27us/step - loss: 26998.6387 - mean_absolute_error: 125.0053 - val_loss: 55989.4384 - val_mean_absolute_error: 210.6136
Epoch 1884/5000
148/148 [==============================] - 0s 27us/step - loss: 26975.9141 - mean_absolute_error: 124.9235 - val_loss: 55948.9695 - val_mean_absolute_error: 210.5127
Epoch 1885/5000
148/148 [==============================] - 0s 27us/step - loss: 26953.2188 - mean_absolute_error: 124.8417 - val_loss: 55908.5429 - val_mean_absolute_error: 210.4118
Epoch 1886/5000
148/148 [==============================] - 0s 20us/step - loss: 26930.5605 - mean_absolute_error: 124.7599 - val_loss: 55868.1703 - val_mean_absolute_error: 210.3110
Epoch 1887/5000
148/148 [==============================] - 0s 20us/step - loss: 26907.9336 - mean_absolute_error: 124.6782 - val_loss: 55827.8281 - val_mean_absolute_error: 210.2102
Epoch 1888/5000
148/148 [==============================] - 0s 27us/step - loss: 26885.3418 - mean_absolute_error: 124.5965 - val_loss: 55787.5519 - val_mean_absolute_error: 210.1094
Epoch 1889/5000
148/148 [==============================] - 0s 27us/step - loss: 26862.7852 - mean_absolute_error: 124.5148 - val_loss: 55747.3103 - val_mean_absolute_error: 210.0087
Epoch 1890/5000
148/148 [==============================] - 0s 34us/step - loss: 26840.2637 - mean_absolute_error: 124.4332 - val_loss: 55707.1227 - val_mean_absolute_error: 209.9080
Epoch 1891/5000
148/148 [==============================] - 0s 27us/step - loss: 26817.7773 - mean_absolute_error: 124.3516 - val_loss: 55666.9732 - val_mean_absolute_error: 209.8074
Epoch 1892/5000
148/148 [==============================] - 0s 27us/step - loss: 26795.3184 - mean_absolute_error: 124.2700 - val_loss: 55626.8822 - val_mean_absolute_error: 209.7068
Epoch 1893/5000
148/148 [==============================] - 0s 27us/step - loss: 26772.9043 - mean_absolute_error: 124.1885 - val_loss: 55586.8293 - val_mean_absolute_error: 209.6063
Epoch 1894/5000
148/148 [==============================] - 0s 27us/step - loss: 26750.5176 - mean_absolute_error: 124.1070 - val_loss: 55546.8305 - val_mean_absolute_error: 209.5058
Epoch 1895/5000
148/148 [==============================] - 0s 34us/step - loss: 26728.1660 - mean_absolute_error: 124.0256 - val_loss: 55506.8742 - val_mean_absolute_error: 209.4054
Epoch 1896/5000
148/148 [==============================] - 0s 27us/step - loss: 26705.8477 - mean_absolute_error: 123.9442 - val_loss: 55466.9564 - val_mean_absolute_error: 209.3050
Epoch 1897/5000
148/148 [==============================] - 0s 27us/step - loss: 26683.5625 - mean_absolute_error: 123.8628 - val_loss: 55427.0959 - val_mean_absolute_error: 209.2046
Epoch 1898/5000
148/148 [==============================] - 0s 20us/step - loss: 26661.3164 - mean_absolute_error: 123.7814 - val_loss: 55387.2785 - val_mean_absolute_error: 209.1043
Epoch 1899/5000
148/148 [==============================] - 0s 27us/step - loss: 26639.1016 - mean_absolute_error: 123.7001 - val_loss: 55347.4993 - val_mean_absolute_error: 209.0040
Epoch 1900/5000
148/148 [==============================] - 0s 34us/step - loss: 26616.9180 - mean_absolute_error: 123.6188 - val_loss: 55307.7703 - val_mean_absolute_error: 208.9037
Epoch 1901/5000
148/148 [==============================] - 0s 27us/step - loss: 26594.7695 - mean_absolute_error: 123.5376 - val_loss: 55268.0876 - val_mean_absolute_error: 208.8035
Epoch 1902/5000
148/148 [==============================] - 0s 34us/step - loss: 26572.6582 - mean_absolute_error: 123.4564 - val_loss: 55228.4589 - val_mean_absolute_error: 208.7033
Epoch 1903/5000
148/148 [==============================] - 0s 27us/step - loss: 26550.5820 - mean_absolute_error: 123.3752 - val_loss: 55188.8605 - val_mean_absolute_error: 208.6032
Epoch 1904/5000
148/148 [==============================] - 0s 27us/step - loss: 26528.5332 - mean_absolute_error: 123.2941 - val_loss: 55149.3245 - val_mean_absolute_error: 208.5031
Epoch 1905/5000
148/148 [==============================] - 0s 34us/step - loss: 26506.5273 - mean_absolute_error: 123.2130 - val_loss: 55109.8266 - val_mean_absolute_error: 208.4031
Epoch 1906/5000
148/148 [==============================] - 0s 27us/step - loss: 26484.5508 - mean_absolute_error: 123.1319 - val_loss: 55070.3751 - val_mean_absolute_error: 208.3033
Epoch 1907/5000
148/148 [==============================] - 0s 27us/step - loss: 26462.6094 - mean_absolute_error: 123.0508 - val_loss: 55030.9701 - val_mean_absolute_error: 208.2049
Epoch 1908/5000
148/148 [==============================] - 0s 34us/step - loss: 26440.7031 - mean_absolute_error: 122.9699 - val_loss: 54991.6148 - val_mean_absolute_error: 208.1066
Epoch 1909/5000
148/148 [==============================] - 0s 20us/step - loss: 26418.8281 - mean_absolute_error: 122.8889 - val_loss: 54952.3098 - val_mean_absolute_error: 208.0083
Epoch 1910/5000
148/148 [==============================] - 0s 20us/step - loss: 26396.9902 - mean_absolute_error: 122.8080 - val_loss: 54913.0470 - val_mean_absolute_error: 207.9100
Epoch 1911/5000
148/148 [==============================] - 0s 34us/step - loss: 26375.1855 - mean_absolute_error: 122.7271 - val_loss: 54873.8385 - val_mean_absolute_error: 207.8118
Epoch 1912/5000
148/148 [==============================] - 0s 27us/step - loss: 26353.4141 - mean_absolute_error: 122.6462 - val_loss: 54834.6646 - val_mean_absolute_error: 207.7136
Epoch 1913/5000
148/148 [==============================] - 0s 27us/step - loss: 26331.6758 - mean_absolute_error: 122.5654 - val_loss: 54795.5328 - val_mean_absolute_error: 207.6154
Epoch 1914/5000
148/148 [==============================] - 0s 27us/step - loss: 26309.9688 - mean_absolute_error: 122.4846 - val_loss: 54756.4631 - val_mean_absolute_error: 207.5174
Epoch 1915/5000
148/148 [==============================] - 0s 27us/step - loss: 26288.3027 - mean_absolute_error: 122.4039 - val_loss: 54717.4314 - val_mean_absolute_error: 207.4193
Epoch 1916/5000
148/148 [==============================] - 0s 27us/step - loss: 26266.6680 - mean_absolute_error: 122.3232 - val_loss: 54678.4465 - val_mean_absolute_error: 207.3213
Epoch 1917/5000
148/148 [==============================] - 0s 20us/step - loss: 26245.0664 - mean_absolute_error: 122.2425 - val_loss: 54639.5117 - val_mean_absolute_error: 207.2234
Epoch 1918/5000
148/148 [==============================] - 0s 34us/step - loss: 26223.4961 - mean_absolute_error: 122.1619 - val_loss: 54600.6225 - val_mean_absolute_error: 207.1254
Epoch 1919/5000
148/148 [==============================] - 0s 27us/step - loss: 26201.9648 - mean_absolute_error: 122.0813 - val_loss: 54561.7725 - val_mean_absolute_error: 207.0276
Epoch 1920/5000
148/148 [==============================] - 0s 34us/step - loss: 26180.4648 - mean_absolute_error: 122.0007 - val_loss: 54522.9765 - val_mean_absolute_error: 206.9297
Epoch 1921/5000
148/148 [==============================] - 0s 27us/step - loss: 26159.0000 - mean_absolute_error: 121.9202 - val_loss: 54484.2226 - val_mean_absolute_error: 206.8320
Epoch 1922/5000
148/148 [==============================] - 0s 27us/step - loss: 26137.5684 - mean_absolute_error: 121.8397 - val_loss: 54445.5225 - val_mean_absolute_error: 206.7342
Epoch 1923/5000
148/148 [==============================] - 0s 20us/step - loss: 26116.1680 - mean_absolute_error: 121.7592 - val_loss: 54406.8614 - val_mean_absolute_error: 206.6365
Epoch 1924/5000
148/148 [==============================] - 0s 20us/step - loss: 26094.8047 - mean_absolute_error: 121.6788 - val_loss: 54368.2462 - val_mean_absolute_error: 206.5389
Epoch 1925/5000
148/148 [==============================] - 0s 27us/step - loss: 26073.4707 - mean_absolute_error: 121.6002 - val_loss: 54329.6847 - val_mean_absolute_error: 206.4412
Epoch 1926/5000
148/148 [==============================] - 0s 27us/step - loss: 26052.1758 - mean_absolute_error: 121.5216 - val_loss: 54291.1625 - val_mean_absolute_error: 206.3437
Epoch 1927/5000
148/148 [==============================] - 0s 34us/step - loss: 26030.9141 - mean_absolute_error: 121.4431 - val_loss: 54252.6900 - val_mean_absolute_error: 206.2462
Epoch 1928/5000
148/148 [==============================] - 0s 34us/step - loss: 26009.6836 - mean_absolute_error: 121.3647 - val_loss: 54214.2637 - val_mean_absolute_error: 206.1487
Epoch 1929/5000
148/148 [==============================] - 0s 27us/step - loss: 25988.4883 - mean_absolute_error: 121.2863 - val_loss: 54175.8760 - val_mean_absolute_error: 206.0513
Epoch 1930/5000
148/148 [==============================] - 0s 20us/step - loss: 25967.3242 - mean_absolute_error: 121.2079 - val_loss: 54137.5038 - val_mean_absolute_error: 205.9538
Epoch 1931/5000
148/148 [==============================] - 0s 41us/step - loss: 25946.1953 - mean_absolute_error: 121.1296 - val_loss: 54099.1546 - val_mean_absolute_error: 205.8564
Epoch 1932/5000
148/148 [==============================] - 0s 34us/step - loss: 25925.0996 - mean_absolute_error: 121.0513 - val_loss: 54060.8519 - val_mean_absolute_error: 205.7590
Epoch 1933/5000
148/148 [==============================] - 0s 27us/step - loss: 25904.0410 - mean_absolute_error: 120.9731 - val_loss: 54022.5954 - val_mean_absolute_error: 205.6617
Epoch 1934/5000
148/148 [==============================] - 0s 27us/step - loss: 25883.0117 - mean_absolute_error: 120.8948 - val_loss: 53984.3923 - val_mean_absolute_error: 205.5644
Epoch 1935/5000
148/148 [==============================] - 0s 27us/step - loss: 25862.0176 - mean_absolute_error: 120.8167 - val_loss: 53946.2204 - val_mean_absolute_error: 205.4672
Epoch 1936/5000
148/148 [==============================] - 0s 20us/step - loss: 25841.0566 - mean_absolute_error: 120.7385 - val_loss: 53908.0798 - val_mean_absolute_error: 205.3700
Epoch 1937/5000
148/148 [==============================] - 0s 34us/step - loss: 25820.1289 - mean_absolute_error: 120.6604 - val_loss: 53869.9310 - val_mean_absolute_error: 205.2727
Epoch 1938/5000
148/148 [==============================] - 0s 34us/step - loss: 25799.2344 - mean_absolute_error: 120.5823 - val_loss: 53831.8285 - val_mean_absolute_error: 205.1755
Epoch 1939/5000
148/148 [==============================] - 0s 27us/step - loss: 25778.3750 - mean_absolute_error: 120.5043 - val_loss: 53793.7723 - val_mean_absolute_error: 205.0784
Epoch 1940/5000
148/148 [==============================] - 0s 34us/step - loss: 25757.5469 - mean_absolute_error: 120.4263 - val_loss: 53755.7623 - val_mean_absolute_error: 204.9813
Epoch 1941/5000
148/148 [==============================] - 0s 27us/step - loss: 25736.7539 - mean_absolute_error: 120.3483 - val_loss: 53717.8063 - val_mean_absolute_error: 204.8842
Epoch 1942/5000
148/148 [==============================] - 0s 34us/step - loss: 25715.9941 - mean_absolute_error: 120.2704 - val_loss: 53679.8890 - val_mean_absolute_error: 204.7872
Epoch 1943/5000
148/148 [==============================] - 0s 34us/step - loss: 25695.2695 - mean_absolute_error: 120.1925 - val_loss: 53642.0179 - val_mean_absolute_error: 204.6902
Epoch 1944/5000
148/148 [==============================] - 0s 20us/step - loss: 25674.5742 - mean_absolute_error: 120.1147 - val_loss: 53604.1929 - val_mean_absolute_error: 204.5933
Epoch 1945/5000
148/148 [==============================] - 0s 27us/step - loss: 25653.9160 - mean_absolute_error: 120.0368 - val_loss: 53566.4103 - val_mean_absolute_error: 204.4964
Epoch 1946/5000
148/148 [==============================] - 0s 20us/step - loss: 25633.2891 - mean_absolute_error: 119.9591 - val_loss: 53528.6778 - val_mean_absolute_error: 204.3996
Epoch 1947/5000
148/148 [==============================] - 0s 27us/step - loss: 25612.6934 - mean_absolute_error: 119.8813 - val_loss: 53490.9916 - val_mean_absolute_error: 204.3028
Epoch 1948/5000
148/148 [==============================] - 0s 27us/step - loss: 25592.1348 - mean_absolute_error: 119.8036 - val_loss: 53453.3516 - val_mean_absolute_error: 204.2060
Epoch 1949/5000
148/148 [==============================] - 0s 27us/step - loss: 25571.6094 - mean_absolute_error: 119.7260 - val_loss: 53415.7544 - val_mean_absolute_error: 204.1094
Epoch 1950/5000
148/148 [==============================] - 0s 27us/step - loss: 25551.1191 - mean_absolute_error: 119.6483 - val_loss: 53378.2069 - val_mean_absolute_error: 204.0127
Epoch 1951/5000
148/148 [==============================] - 0s 20us/step - loss: 25530.6562 - mean_absolute_error: 119.5707 - val_loss: 53340.7018 - val_mean_absolute_error: 203.9161
Epoch 1952/5000
148/148 [==============================] - 0s 34us/step - loss: 25510.2324 - mean_absolute_error: 119.4932 - val_loss: 53303.2468 - val_mean_absolute_error: 203.8195
Epoch 1953/5000
148/148 [==============================] - 0s 27us/step - loss: 25489.8398 - mean_absolute_error: 119.4157 - val_loss: 53265.8307 - val_mean_absolute_error: 203.7230
Epoch 1954/5000
148/148 [==============================] - 0s 34us/step - loss: 25469.4805 - mean_absolute_error: 119.3382 - val_loss: 53228.4682 - val_mean_absolute_error: 203.6266
Epoch 1955/5000
148/148 [==============================] - 0s 34us/step - loss: 25449.1562 - mean_absolute_error: 119.2608 - val_loss: 53191.1481 - val_mean_absolute_error: 203.5301
Epoch 1956/5000
148/148 [==============================] - 0s 27us/step - loss: 25428.8594 - mean_absolute_error: 119.1834 - val_loss: 53153.8747 - val_mean_absolute_error: 203.4337
Epoch 1957/5000
148/148 [==============================] - 0s 20us/step - loss: 25408.5977 - mean_absolute_error: 119.1060 - val_loss: 53116.6394 - val_mean_absolute_error: 203.3374
Epoch 1958/5000
148/148 [==============================] - 0s 27us/step - loss: 25388.3730 - mean_absolute_error: 119.0287 - val_loss: 53079.4619 - val_mean_absolute_error: 203.2412
Epoch 1959/5000
148/148 [==============================] - 0s 27us/step - loss: 25368.1777 - mean_absolute_error: 118.9514 - val_loss: 53042.3193 - val_mean_absolute_error: 203.1449
Epoch 1960/5000
148/148 [==============================] - 0s 27us/step - loss: 25348.0176 - mean_absolute_error: 118.8742 - val_loss: 53005.2306 - val_mean_absolute_error: 203.0487
Epoch 1961/5000
148/148 [==============================] - 0s 20us/step - loss: 25327.8887 - mean_absolute_error: 118.7970 - val_loss: 52968.1765 - val_mean_absolute_error: 202.9526
Epoch 1962/5000
148/148 [==============================] - 0s 41us/step - loss: 25307.7949 - mean_absolute_error: 118.7198 - val_loss: 52931.1762 - val_mean_absolute_error: 202.8565
Epoch 1963/5000
148/148 [==============================] - 0s 27us/step - loss: 25287.7305 - mean_absolute_error: 118.6427 - val_loss: 52894.2148 - val_mean_absolute_error: 202.7604
Epoch 1964/5000
148/148 [==============================] - 0s 27us/step - loss: 25267.7012 - mean_absolute_error: 118.5656 - val_loss: 52857.3111 - val_mean_absolute_error: 202.6644
Epoch 1965/5000
148/148 [==============================] - 0s 20us/step - loss: 25247.6992 - mean_absolute_error: 118.4885 - val_loss: 52820.4420 - val_mean_absolute_error: 202.5685
Epoch 1966/5000
148/148 [==============================] - 0s 27us/step - loss: 25227.7285 - mean_absolute_error: 118.4114 - val_loss: 52783.6193 - val_mean_absolute_error: 202.4725
Epoch 1967/5000
148/148 [==============================] - 0s 27us/step - loss: 25207.7930 - mean_absolute_error: 118.3344 - val_loss: 52746.8467 - val_mean_absolute_error: 202.3767
Epoch 1968/5000
148/148 [==============================] - 0s 27us/step - loss: 25187.8887 - mean_absolute_error: 118.2575 - val_loss: 52710.1162 - val_mean_absolute_error: 202.2808
Epoch 1969/5000
148/148 [==============================] - 0s 20us/step - loss: 25168.0156 - mean_absolute_error: 118.1805 - val_loss: 52673.4321 - val_mean_absolute_error: 202.1850
Epoch 1970/5000
148/148 [==============================] - 0s 27us/step - loss: 25148.1758 - mean_absolute_error: 118.1036 - val_loss: 52636.7905 - val_mean_absolute_error: 202.0893
Epoch 1971/5000
148/148 [==============================] - 0s 27us/step - loss: 25128.3672 - mean_absolute_error: 118.0267 - val_loss: 52600.1991 - val_mean_absolute_error: 201.9936
Epoch 1972/5000
148/148 [==============================] - 0s 34us/step - loss: 25108.5898 - mean_absolute_error: 117.9499 - val_loss: 52563.6421 - val_mean_absolute_error: 201.8979
Epoch 1973/5000
148/148 [==============================] - 0s 27us/step - loss: 25088.8457 - mean_absolute_error: 117.8731 - val_loss: 52527.1397 - val_mean_absolute_error: 201.8024
Epoch 1974/5000
148/148 [==============================] - 0s 27us/step - loss: 25069.1348 - mean_absolute_error: 117.7964 - val_loss: 52490.6791 - val_mean_absolute_error: 201.7068
Epoch 1975/5000
148/148 [==============================] - 0s 27us/step - loss: 25049.4570 - mean_absolute_error: 117.7197 - val_loss: 52454.2688 - val_mean_absolute_error: 201.6113
Epoch 1976/5000
148/148 [==============================] - 0s 34us/step - loss: 25029.8125 - mean_absolute_error: 117.6430 - val_loss: 52417.8968 - val_mean_absolute_error: 201.5158
Epoch 1977/5000
148/148 [==============================] - 0s 27us/step - loss: 25010.1973 - mean_absolute_error: 117.5663 - val_loss: 52381.5713 - val_mean_absolute_error: 201.4204
Epoch 1978/5000
148/148 [==============================] - 0s 27us/step - loss: 24990.6191 - mean_absolute_error: 117.4897 - val_loss: 52345.2918 - val_mean_absolute_error: 201.3250
Epoch 1979/5000
148/148 [==============================] - 0s 27us/step - loss: 24971.0684 - mean_absolute_error: 117.4132 - val_loss: 52309.0587 - val_mean_absolute_error: 201.2297
Epoch 1980/5000
148/148 [==============================] - 0s 20us/step - loss: 24951.5547 - mean_absolute_error: 117.3366 - val_loss: 52272.8760 - val_mean_absolute_error: 201.1345
Epoch 1981/5000
148/148 [==============================] - 0s 34us/step - loss: 24932.0703 - mean_absolute_error: 117.2602 - val_loss: 52236.7317 - val_mean_absolute_error: 201.0392
Epoch 1982/5000
148/148 [==============================] - 0s 34us/step - loss: 24912.6191 - mean_absolute_error: 117.1837 - val_loss: 52200.6335 - val_mean_absolute_error: 200.9440
Epoch 1983/5000
148/148 [==============================] - 0s 27us/step - loss: 24893.2031 - mean_absolute_error: 117.1073 - val_loss: 52164.5815 - val_mean_absolute_error: 200.8489
Epoch 1984/5000
148/148 [==============================] - 0s 20us/step - loss: 24873.8145 - mean_absolute_error: 117.0309 - val_loss: 52128.5720 - val_mean_absolute_error: 200.7538
Epoch 1985/5000
148/148 [==============================] - 0s 34us/step - loss: 24854.4629 - mean_absolute_error: 116.9546 - val_loss: 52092.6085 - val_mean_absolute_error: 200.6588
Epoch 1986/5000
148/148 [==============================] - 0s 20us/step - loss: 24835.1387 - mean_absolute_error: 116.8783 - val_loss: 52056.6881 - val_mean_absolute_error: 200.5638
Epoch 1987/5000
148/148 [==============================] - 0s 34us/step - loss: 24815.8516 - mean_absolute_error: 116.8021 - val_loss: 52020.8210 - val_mean_absolute_error: 200.4689
Epoch 1988/5000
148/148 [==============================] - 0s 34us/step - loss: 24796.5957 - mean_absolute_error: 116.7259 - val_loss: 51984.9886 - val_mean_absolute_error: 200.3740
Epoch 1989/5000
148/148 [==============================] - 0s 27us/step - loss: 24777.3691 - mean_absolute_error: 116.6497 - val_loss: 51949.2068 - val_mean_absolute_error: 200.2791
Epoch 1990/5000
148/148 [==============================] - 0s 27us/step - loss: 24758.1758 - mean_absolute_error: 116.5735 - val_loss: 51913.4673 - val_mean_absolute_error: 200.1843
Epoch 1991/5000
148/148 [==============================] - 0s 20us/step - loss: 24739.0195 - mean_absolute_error: 116.4974 - val_loss: 51877.7814 - val_mean_absolute_error: 200.0896
Epoch 1992/5000
148/148 [==============================] - 0s 20us/step - loss: 24719.8945 - mean_absolute_error: 116.4214 - val_loss: 51842.1301 - val_mean_absolute_error: 199.9949
Epoch 1993/5000
148/148 [==============================] - 0s 27us/step - loss: 24700.7988 - mean_absolute_error: 116.3454 - val_loss: 51806.5332 - val_mean_absolute_error: 199.9002
Epoch 1994/5000
148/148 [==============================] - 0s 27us/step - loss: 24681.7363 - mean_absolute_error: 116.2694 - val_loss: 51770.9749 - val_mean_absolute_error: 199.8056
Epoch 1995/5000
148/148 [==============================] - 0s 27us/step - loss: 24662.7090 - mean_absolute_error: 116.1935 - val_loss: 51735.4585 - val_mean_absolute_error: 199.7111
Epoch 1996/5000
148/148 [==============================] - 0s 34us/step - loss: 24643.7090 - mean_absolute_error: 116.1176 - val_loss: 51699.9846 - val_mean_absolute_error: 199.6166
Epoch 1997/5000
148/148 [==============================] - 0s 20us/step - loss: 24624.7422 - mean_absolute_error: 116.0417 - val_loss: 51664.5650 - val_mean_absolute_error: 199.5221
Epoch 1998/5000
148/148 [==============================] - 0s 34us/step - loss: 24605.8086 - mean_absolute_error: 115.9659 - val_loss: 51629.1801 - val_mean_absolute_error: 199.4277
Epoch 1999/5000
148/148 [==============================] - 0s 34us/step - loss: 24586.9062 - mean_absolute_error: 115.8901 - val_loss: 51593.8449 - val_mean_absolute_error: 199.3334
Epoch 2000/5000
148/148 [==============================] - 0s 27us/step - loss: 24568.0332 - mean_absolute_error: 115.8144 - val_loss: 51558.5559 - val_mean_absolute_error: 199.2390
Epoch 2001/5000
148/148 [==============================] - 0s 27us/step - loss: 24549.1934 - mean_absolute_error: 115.7387 - val_loss: 51523.2948 - val_mean_absolute_error: 199.1447
Epoch 2002/5000
148/148 [==============================] - 0s 27us/step - loss: 24530.3809 - mean_absolute_error: 115.6630 - val_loss: 51488.0714 - val_mean_absolute_error: 199.0505
Epoch 2003/5000
148/148 [==============================] - 0s 20us/step - loss: 24511.5957 - mean_absolute_error: 115.5880 - val_loss: 51452.8865 - val_mean_absolute_error: 198.9563
Epoch 2004/5000
148/148 [==============================] - 0s 34us/step - loss: 24492.8438 - mean_absolute_error: 115.5141 - val_loss: 51417.7444 - val_mean_absolute_error: 198.8621
Epoch 2005/5000
148/148 [==============================] - 0s 34us/step - loss: 24474.1211 - mean_absolute_error: 115.4402 - val_loss: 51382.6370 - val_mean_absolute_error: 198.7679
Epoch 2006/5000
148/148 [==============================] - 0s 27us/step - loss: 24455.4316 - mean_absolute_error: 115.3663 - val_loss: 51347.5754 - val_mean_absolute_error: 198.6738
Epoch 2007/5000
148/148 [==============================] - 0s 20us/step - loss: 24436.7715 - mean_absolute_error: 115.2925 - val_loss: 51312.5528 - val_mean_absolute_error: 198.5797
Epoch 2008/5000
148/148 [==============================] - 0s 20us/step - loss: 24418.1426 - mean_absolute_error: 115.2188 - val_loss: 51277.5685 - val_mean_absolute_error: 198.4857
Epoch 2009/5000
148/148 [==============================] - 0s 27us/step - loss: 24399.5449 - mean_absolute_error: 115.1451 - val_loss: 51242.6269 - val_mean_absolute_error: 198.3917
Epoch 2010/5000
148/148 [==============================] - 0s 27us/step - loss: 24380.9805 - mean_absolute_error: 115.0714 - val_loss: 51207.7235 - val_mean_absolute_error: 198.2977
Epoch 2011/5000
148/148 [==============================] - 0s 27us/step - loss: 24362.4434 - mean_absolute_error: 114.9978 - val_loss: 51172.8624 - val_mean_absolute_error: 198.2038
Epoch 2012/5000
148/148 [==============================] - 0s 34us/step - loss: 24343.9375 - mean_absolute_error: 114.9241 - val_loss: 51138.0481 - val_mean_absolute_error: 198.1100
Epoch 2013/5000
148/148 [==============================] - 0s 20us/step - loss: 24325.4629 - mean_absolute_error: 114.8506 - val_loss: 51103.2679 - val_mean_absolute_error: 198.0161
Epoch 2014/5000
148/148 [==============================] - 0s 20us/step - loss: 24307.0215 - mean_absolute_error: 114.7771 - val_loss: 51068.5346 - val_mean_absolute_error: 197.9224
Epoch 2015/5000
148/148 [==============================] - 0s 34us/step - loss: 24288.6133 - mean_absolute_error: 114.7036 - val_loss: 51033.8430 - val_mean_absolute_error: 197.8286
Epoch 2016/5000
148/148 [==============================] - 0s 20us/step - loss: 24270.2324 - mean_absolute_error: 114.6301 - val_loss: 50999.1979 - val_mean_absolute_error: 197.7350
Epoch 2017/5000
148/148 [==============================] - 0s 27us/step - loss: 24251.8828 - mean_absolute_error: 114.5567 - val_loss: 50964.5954 - val_mean_absolute_error: 197.6413
Epoch 2018/5000
148/148 [==============================] - 0s 34us/step - loss: 24233.5684 - mean_absolute_error: 114.4834 - val_loss: 50930.0390 - val_mean_absolute_error: 197.5477
Epoch 2019/5000
148/148 [==============================] - 0s 34us/step - loss: 24215.2812 - mean_absolute_error: 114.4101 - val_loss: 50895.5174 - val_mean_absolute_error: 197.4542
Epoch 2020/5000
148/148 [==============================] - 0s 20us/step - loss: 24197.0312 - mean_absolute_error: 114.3368 - val_loss: 50861.0417 - val_mean_absolute_error: 197.3607
Epoch 2021/5000
148/148 [==============================] - 0s 27us/step - loss: 24178.8086 - mean_absolute_error: 114.2635 - val_loss: 50826.6128 - val_mean_absolute_error: 197.2672
Epoch 2022/5000
148/148 [==============================] - 0s 34us/step - loss: 24160.6191 - mean_absolute_error: 114.1904 - val_loss: 50792.2182 - val_mean_absolute_error: 197.1738
Epoch 2023/5000
148/148 [==============================] - 0s 27us/step - loss: 24142.4590 - mean_absolute_error: 114.1172 - val_loss: 50757.8740 - val_mean_absolute_error: 197.0805
Epoch 2024/5000
148/148 [==============================] - 0s 27us/step - loss: 24124.3340 - mean_absolute_error: 114.0441 - val_loss: 50723.5755 - val_mean_absolute_error: 196.9872
Epoch 2025/5000
148/148 [==============================] - 0s 27us/step - loss: 24106.2383 - mean_absolute_error: 113.9710 - val_loss: 50689.3122 - val_mean_absolute_error: 196.8939
Epoch 2026/5000
148/148 [==============================] - 0s 20us/step - loss: 24088.1738 - mean_absolute_error: 113.8979 - val_loss: 50655.1028 - val_mean_absolute_error: 196.8007
Epoch 2027/5000
148/148 [==============================] - 0s 27us/step - loss: 24070.1387 - mean_absolute_error: 113.8250 - val_loss: 50620.9358 - val_mean_absolute_error: 196.7076
Epoch 2028/5000
148/148 [==============================] - 0s 27us/step - loss: 24052.1406 - mean_absolute_error: 113.7520 - val_loss: 50586.8070 - val_mean_absolute_error: 196.6145
Epoch 2029/5000
148/148 [==============================] - 0s 34us/step - loss: 24034.1699 - mean_absolute_error: 113.6791 - val_loss: 50552.7248 - val_mean_absolute_error: 196.5215
Epoch 2030/5000
148/148 [==============================] - 0s 34us/step - loss: 24016.2344 - mean_absolute_error: 113.6062 - val_loss: 50518.6811 - val_mean_absolute_error: 196.4285
Epoch 2031/5000
148/148 [==============================] - 0s 34us/step - loss: 23998.3223 - mean_absolute_error: 113.5334 - val_loss: 50484.6837 - val_mean_absolute_error: 196.3355
Epoch 2032/5000
148/148 [==============================] - 0s 27us/step - loss: 23980.4512 - mean_absolute_error: 113.4606 - val_loss: 50450.7322 - val_mean_absolute_error: 196.2426
Epoch 2033/5000
148/148 [==============================] - 0s 27us/step - loss: 23962.6055 - mean_absolute_error: 113.3878 - val_loss: 50416.8234 - val_mean_absolute_error: 196.1497
Epoch 2034/5000
148/148 [==============================] - 0s 34us/step - loss: 23944.7930 - mean_absolute_error: 113.3151 - val_loss: 50382.9573 - val_mean_absolute_error: 196.0569
Epoch 2035/5000
148/148 [==============================] - 0s 27us/step - loss: 23927.0156 - mean_absolute_error: 113.2424 - val_loss: 50349.1331 - val_mean_absolute_error: 195.9642
Epoch 2036/5000
148/148 [==============================] - 0s 27us/step - loss: 23909.2676 - mean_absolute_error: 113.1698 - val_loss: 50315.3593 - val_mean_absolute_error: 195.8715
Epoch 2037/5000
148/148 [==============================] - 0s 27us/step - loss: 23891.5469 - mean_absolute_error: 113.0972 - val_loss: 50281.6235 - val_mean_absolute_error: 195.7789
Epoch 2038/5000
148/148 [==============================] - 0s 27us/step - loss: 23873.8574 - mean_absolute_error: 113.0247 - val_loss: 50247.9385 - val_mean_absolute_error: 195.6863
Epoch 2039/5000
148/148 [==============================] - 0s 27us/step - loss: 23856.2031 - mean_absolute_error: 112.9522 - val_loss: 50214.2880 - val_mean_absolute_error: 195.5937
Epoch 2040/5000
148/148 [==============================] - 0s 34us/step - loss: 23838.5820 - mean_absolute_error: 112.8797 - val_loss: 50180.6835 - val_mean_absolute_error: 195.5012
Epoch 2041/5000
148/148 [==============================] - 0s 27us/step - loss: 23820.9883 - mean_absolute_error: 112.8073 - val_loss: 50147.1217 - val_mean_absolute_error: 195.4088
Epoch 2042/5000
148/148 [==============================] - 0s 34us/step - loss: 23803.4258 - mean_absolute_error: 112.7349 - val_loss: 50113.6099 - val_mean_absolute_error: 195.3164
Epoch 2043/5000
148/148 [==============================] - 0s 27us/step - loss: 23785.8945 - mean_absolute_error: 112.6626 - val_loss: 50080.1288 - val_mean_absolute_error: 195.2240
Epoch 2044/5000
148/148 [==============================] - 0s 27us/step - loss: 23768.3945 - mean_absolute_error: 112.5902 - val_loss: 50046.7018 - val_mean_absolute_error: 195.1317
Epoch 2045/5000
148/148 [==============================] - 0s 27us/step - loss: 23750.9238 - mean_absolute_error: 112.5180 - val_loss: 50013.3170 - val_mean_absolute_error: 195.0395
Epoch 2046/5000
148/148 [==============================] - 0s 27us/step - loss: 23733.4863 - mean_absolute_error: 112.4457 - val_loss: 49979.9709 - val_mean_absolute_error: 194.9473
Epoch 2047/5000
148/148 [==============================] - 0s 27us/step - loss: 23716.0820 - mean_absolute_error: 112.3736 - val_loss: 49946.6750 - val_mean_absolute_error: 194.8552
Epoch 2048/5000
148/148 [==============================] - 0s 27us/step - loss: 23698.7070 - mean_absolute_error: 112.3014 - val_loss: 49913.4215 - val_mean_absolute_error: 194.7631
Epoch 2049/5000
148/148 [==============================] - 0s 34us/step - loss: 23681.3613 - mean_absolute_error: 112.2293 - val_loss: 49880.2103 - val_mean_absolute_error: 194.6711
Epoch 2050/5000
148/148 [==============================] - 0s 27us/step - loss: 23664.0488 - mean_absolute_error: 112.1573 - val_loss: 49847.0416 - val_mean_absolute_error: 194.5791
Epoch 2051/5000
148/148 [==============================] - 0s 27us/step - loss: 23646.7695 - mean_absolute_error: 112.0853 - val_loss: 49813.9075 - val_mean_absolute_error: 194.4872
Epoch 2052/5000
148/148 [==============================] - 0s 27us/step - loss: 23629.5176 - mean_absolute_error: 112.0148 - val_loss: 49780.8308 - val_mean_absolute_error: 194.3953
Epoch 2053/5000
148/148 [==============================] - 0s 27us/step - loss: 23612.2949 - mean_absolute_error: 111.9455 - val_loss: 49747.7895 - val_mean_absolute_error: 194.3035
Epoch 2054/5000
148/148 [==============================] - 0s 27us/step - loss: 23595.1055 - mean_absolute_error: 111.8763 - val_loss: 49714.7982 - val_mean_absolute_error: 194.2117
Epoch 2055/5000
148/148 [==============================] - 0s 27us/step - loss: 23577.9473 - mean_absolute_error: 111.8071 - val_loss: 49681.8453 - val_mean_absolute_error: 194.1200
Epoch 2056/5000
148/148 [==============================] - 0s 34us/step - loss: 23560.8223 - mean_absolute_error: 111.7379 - val_loss: 49648.9305 - val_mean_absolute_error: 194.0283
Epoch 2057/5000
148/148 [==============================] - 0s 27us/step - loss: 23543.7266 - mean_absolute_error: 111.6688 - val_loss: 49616.0703 - val_mean_absolute_error: 193.9367
Epoch 2058/5000
148/148 [==============================] - 0s 27us/step - loss: 23526.6562 - mean_absolute_error: 111.5997 - val_loss: 49583.2484 - val_mean_absolute_error: 193.8452
Epoch 2059/5000
148/148 [==============================] - 0s 27us/step - loss: 23509.6230 - mean_absolute_error: 111.5306 - val_loss: 49550.4690 - val_mean_absolute_error: 193.7537
Epoch 2060/5000
148/148 [==============================] - 0s 27us/step - loss: 23492.6191 - mean_absolute_error: 111.4616 - val_loss: 49517.7278 - val_mean_absolute_error: 193.6622
Epoch 2061/5000
148/148 [==============================] - 0s 34us/step - loss: 23475.6445 - mean_absolute_error: 111.3926 - val_loss: 49485.0331 - val_mean_absolute_error: 193.5708
Epoch 2062/5000
148/148 [==============================] - 0s 27us/step - loss: 23458.7012 - mean_absolute_error: 111.3237 - val_loss: 49452.3926 - val_mean_absolute_error: 193.4795
Epoch 2063/5000
148/148 [==============================] - 0s 20us/step - loss: 23441.7891 - mean_absolute_error: 111.2548 - val_loss: 49419.7827 - val_mean_absolute_error: 193.3882
Epoch 2064/5000
148/148 [==============================] - 0s 27us/step - loss: 23424.9062 - mean_absolute_error: 111.1860 - val_loss: 49387.2189 - val_mean_absolute_error: 193.2969
Epoch 2065/5000
148/148 [==============================] - 0s 27us/step - loss: 23408.0566 - mean_absolute_error: 111.1172 - val_loss: 49354.7015 - val_mean_absolute_error: 193.2058
Epoch 2066/5000
148/148 [==============================] - 0s 27us/step - loss: 23391.2363 - mean_absolute_error: 111.0484 - val_loss: 49322.2226 - val_mean_absolute_error: 193.1146
Epoch 2067/5000
148/148 [==============================] - 0s 27us/step - loss: 23374.4492 - mean_absolute_error: 110.9797 - val_loss: 49289.7939 - val_mean_absolute_error: 193.0236
Epoch 2068/5000
148/148 [==============================] - 0s 27us/step - loss: 23357.6895 - mean_absolute_error: 110.9110 - val_loss: 49257.4041 - val_mean_absolute_error: 192.9325
Epoch 2069/5000
148/148 [==============================] - 0s 27us/step - loss: 23340.9609 - mean_absolute_error: 110.8424 - val_loss: 49225.0563 - val_mean_absolute_error: 192.8415
Epoch 2070/5000
148/148 [==============================] - 0s 27us/step - loss: 23324.2617 - mean_absolute_error: 110.7738 - val_loss: 49192.7466 - val_mean_absolute_error: 192.7506
Epoch 2071/5000
148/148 [==============================] - 0s 34us/step - loss: 23307.5957 - mean_absolute_error: 110.7052 - val_loss: 49160.4874 - val_mean_absolute_error: 192.6598
Epoch 2072/5000
148/148 [==============================] - 0s 27us/step - loss: 23290.9570 - mean_absolute_error: 110.6367 - val_loss: 49128.2668 - val_mean_absolute_error: 192.5690
Epoch 2073/5000
148/148 [==============================] - 0s 27us/step - loss: 23274.3516 - mean_absolute_error: 110.5682 - val_loss: 49096.0965 - val_mean_absolute_error: 192.4782
Epoch 2074/5000
148/148 [==============================] - 0s 41us/step - loss: 23257.7754 - mean_absolute_error: 110.4998 - val_loss: 49063.9531 - val_mean_absolute_error: 192.3875
Epoch 2075/5000
148/148 [==============================] - 0s 34us/step - loss: 23241.2324 - mean_absolute_error: 110.4314 - val_loss: 49031.8674 - val_mean_absolute_error: 192.2969
Epoch 2076/5000
148/148 [==============================] - 0s 34us/step - loss: 23224.7168 - mean_absolute_error: 110.3630 - val_loss: 48999.8202 - val_mean_absolute_error: 192.2063
Epoch 2077/5000
148/148 [==============================] - 0s 41us/step - loss: 23208.2324 - mean_absolute_error: 110.2947 - val_loss: 48967.8193 - val_mean_absolute_error: 192.1157
Epoch 2078/5000
148/148 [==============================] - 0s 27us/step - loss: 23191.7773 - mean_absolute_error: 110.2264 - val_loss: 48935.8571 - val_mean_absolute_error: 192.0252
Epoch 2079/5000
148/148 [==============================] - 0s 27us/step - loss: 23175.3535 - mean_absolute_error: 110.1582 - val_loss: 48903.9367 - val_mean_absolute_error: 191.9348
Epoch 2080/5000
148/148 [==============================] - 0s 34us/step - loss: 23158.9570 - mean_absolute_error: 110.0900 - val_loss: 48872.0593 - val_mean_absolute_error: 191.8444
Epoch 2081/5000
148/148 [==============================] - 0s 34us/step - loss: 23142.5918 - mean_absolute_error: 110.0218 - val_loss: 48840.2279 - val_mean_absolute_error: 191.7541
Epoch 2082/5000
148/148 [==============================] - 0s 27us/step - loss: 23126.2559 - mean_absolute_error: 109.9537 - val_loss: 48808.4274 - val_mean_absolute_error: 191.6638
Epoch 2083/5000
148/148 [==============================] - 0s 27us/step - loss: 23109.9551 - mean_absolute_error: 109.8856 - val_loss: 48776.6847 - val_mean_absolute_error: 191.5736
Epoch 2084/5000
148/148 [==============================] - 0s 20us/step - loss: 23093.6797 - mean_absolute_error: 109.8176 - val_loss: 48744.9771 - val_mean_absolute_error: 191.4835
Epoch 2085/5000
148/148 [==============================] - 0s 34us/step - loss: 23077.4375 - mean_absolute_error: 109.7496 - val_loss: 48713.3153 - val_mean_absolute_error: 191.3934
Epoch 2086/5000
148/148 [==============================] - 0s 27us/step - loss: 23061.2227 - mean_absolute_error: 109.6817 - val_loss: 48681.6959 - val_mean_absolute_error: 191.3033
Epoch 2087/5000
148/148 [==============================] - 0s 27us/step - loss: 23045.0391 - mean_absolute_error: 109.6138 - val_loss: 48650.1190 - val_mean_absolute_error: 191.2133
Epoch 2088/5000
148/148 [==============================] - 0s 20us/step - loss: 23028.8848 - mean_absolute_error: 109.5459 - val_loss: 48618.5805 - val_mean_absolute_error: 191.1234
Epoch 2089/5000
148/148 [==============================] - 0s 20us/step - loss: 23012.7598 - mean_absolute_error: 109.4792 - val_loss: 48587.0885 - val_mean_absolute_error: 191.0335
Epoch 2090/5000
148/148 [==============================] - 0s 27us/step - loss: 22996.6680 - mean_absolute_error: 109.4139 - val_loss: 48555.6390 - val_mean_absolute_error: 190.9437
Epoch 2091/5000
148/148 [==============================] - 0s 20us/step - loss: 22980.6055 - mean_absolute_error: 109.3487 - val_loss: 48524.2239 - val_mean_absolute_error: 190.8539
Epoch 2092/5000
148/148 [==============================] - 0s 20us/step - loss: 22964.5684 - mean_absolute_error: 109.2835 - val_loss: 48492.8589 - val_mean_absolute_error: 190.7642
Epoch 2093/5000
148/148 [==============================] - 0s 27us/step - loss: 22948.5625 - mean_absolute_error: 109.2184 - val_loss: 48461.5401 - val_mean_absolute_error: 190.6745
Epoch 2094/5000
148/148 [==============================] - 0s 34us/step - loss: 22932.5898 - mean_absolute_error: 109.1533 - val_loss: 48430.2524 - val_mean_absolute_error: 190.5848
Epoch 2095/5000
148/148 [==============================] - 0s 27us/step - loss: 22916.6426 - mean_absolute_error: 109.0883 - val_loss: 48399.0107 - val_mean_absolute_error: 190.4953
Epoch 2096/5000
148/148 [==============================] - 0s 27us/step - loss: 22900.7266 - mean_absolute_error: 109.0233 - val_loss: 48367.8155 - val_mean_absolute_error: 190.4058
Epoch 2097/5000
148/148 [==============================] - 0s 20us/step - loss: 22884.8418 - mean_absolute_error: 108.9583 - val_loss: 48336.6586 - val_mean_absolute_error: 190.3163
Epoch 2098/5000
148/148 [==============================] - 0s 41us/step - loss: 22868.9863 - mean_absolute_error: 108.8933 - val_loss: 48305.5403 - val_mean_absolute_error: 190.2269
Epoch 2099/5000
148/148 [==============================] - 0s 27us/step - loss: 22853.1621 - mean_absolute_error: 108.8284 - val_loss: 48274.4528 - val_mean_absolute_error: 190.1376
Epoch 2100/5000
148/148 [==============================] - 0s 20us/step - loss: 22837.3633 - mean_absolute_error: 108.7636 - val_loss: 48243.4000 - val_mean_absolute_error: 190.0483
Epoch 2101/5000
148/148 [==============================] - 0s 27us/step - loss: 22821.5938 - mean_absolute_error: 108.6988 - val_loss: 48212.3979 - val_mean_absolute_error: 189.9590
Epoch 2102/5000
148/148 [==============================] - 0s 27us/step - loss: 22805.8594 - mean_absolute_error: 108.6340 - val_loss: 48181.4378 - val_mean_absolute_error: 189.8698
Epoch 2103/5000
148/148 [==============================] - 0s 20us/step - loss: 22790.1504 - mean_absolute_error: 108.5696 - val_loss: 48150.4968 - val_mean_absolute_error: 189.7806
Epoch 2104/5000
148/148 [==============================] - 0s 27us/step - loss: 22774.4707 - mean_absolute_error: 108.5068 - val_loss: 48119.6020 - val_mean_absolute_error: 189.6915
Epoch 2105/5000
148/148 [==============================] - 0s 27us/step - loss: 22758.8242 - mean_absolute_error: 108.4440 - val_loss: 48088.7419 - val_mean_absolute_error: 189.6024
Epoch 2106/5000
148/148 [==============================] - 0s 27us/step - loss: 22743.2051 - mean_absolute_error: 108.3813 - val_loss: 48057.9244 - val_mean_absolute_error: 189.5134
Epoch 2107/5000
148/148 [==============================] - 0s 27us/step - loss: 22727.6133 - mean_absolute_error: 108.3186 - val_loss: 48027.1529 - val_mean_absolute_error: 189.4244
Epoch 2108/5000
148/148 [==============================] - 0s 27us/step - loss: 22712.0527 - mean_absolute_error: 108.2560 - val_loss: 47996.4202 - val_mean_absolute_error: 189.3355
Epoch 2109/5000
148/148 [==============================] - 0s 27us/step - loss: 22696.5215 - mean_absolute_error: 108.1934 - val_loss: 47965.7297 - val_mean_absolute_error: 189.2466
Epoch 2110/5000
148/148 [==============================] - 0s 27us/step - loss: 22681.0195 - mean_absolute_error: 108.1308 - val_loss: 47935.0858 - val_mean_absolute_error: 189.1578
Epoch 2111/5000
148/148 [==============================] - 0s 34us/step - loss: 22665.5488 - mean_absolute_error: 108.0683 - val_loss: 47904.4878 - val_mean_absolute_error: 189.0691
Epoch 2112/5000
148/148 [==============================] - 0s 27us/step - loss: 22650.1035 - mean_absolute_error: 108.0058 - val_loss: 47873.9206 - val_mean_absolute_error: 188.9804
Epoch 2113/5000
148/148 [==============================] - 0s 34us/step - loss: 22634.6875 - mean_absolute_error: 107.9433 - val_loss: 47843.3960 - val_mean_absolute_error: 188.8917
Epoch 2114/5000
148/148 [==============================] - 0s 27us/step - loss: 22619.3047 - mean_absolute_error: 107.8809 - val_loss: 47812.9177 - val_mean_absolute_error: 188.8032
Epoch 2115/5000
148/148 [==============================] - 0s 27us/step - loss: 22603.9473 - mean_absolute_error: 107.8186 - val_loss: 47782.4739 - val_mean_absolute_error: 188.7146
Epoch 2116/5000
148/148 [==============================] - 0s 34us/step - loss: 22588.6211 - mean_absolute_error: 107.7562 - val_loss: 47752.0882 - val_mean_absolute_error: 188.6262
Epoch 2117/5000
148/148 [==============================] - 0s 34us/step - loss: 22573.3281 - mean_absolute_error: 107.6940 - val_loss: 47721.7292 - val_mean_absolute_error: 188.5378
Epoch 2118/5000
148/148 [==============================] - 0s 20us/step - loss: 22558.0547 - mean_absolute_error: 107.6317 - val_loss: 47691.4125 - val_mean_absolute_error: 188.4494
Epoch 2119/5000
148/148 [==============================] - 0s 27us/step - loss: 22542.8184 - mean_absolute_error: 107.5695 - val_loss: 47661.1423 - val_mean_absolute_error: 188.3611
Epoch 2120/5000
148/148 [==============================] - 0s 27us/step - loss: 22527.6055 - mean_absolute_error: 107.5073 - val_loss: 47630.9068 - val_mean_absolute_error: 188.2729
Epoch 2121/5000
148/148 [==============================] - 0s 20us/step - loss: 22512.4219 - mean_absolute_error: 107.4452 - val_loss: 47600.7216 - val_mean_absolute_error: 188.1847
Epoch 2122/5000
148/148 [==============================] - 0s 27us/step - loss: 22497.2695 - mean_absolute_error: 107.3831 - val_loss: 47570.5706 - val_mean_absolute_error: 188.0966
Epoch 2123/5000
148/148 [==============================] - 0s 27us/step - loss: 22482.1465 - mean_absolute_error: 107.3210 - val_loss: 47540.4582 - val_mean_absolute_error: 188.0085
Epoch 2124/5000
148/148 [==============================] - 0s 27us/step - loss: 22467.0508 - mean_absolute_error: 107.2590 - val_loss: 47510.3998 - val_mean_absolute_error: 187.9205
Epoch 2125/5000
148/148 [==============================] - 0s 27us/step - loss: 22451.9844 - mean_absolute_error: 107.1970 - val_loss: 47480.3497 - val_mean_absolute_error: 187.8325
Epoch 2126/5000
148/148 [==============================] - 0s 27us/step - loss: 22436.9473 - mean_absolute_error: 107.1351 - val_loss: 47450.3298 - val_mean_absolute_error: 187.7445
Epoch 2127/5000
148/148 [==============================] - 0s 27us/step - loss: 22421.9395 - mean_absolute_error: 107.0732 - val_loss: 47420.3448 - val_mean_absolute_error: 187.6567
Epoch 2128/5000
148/148 [==============================] - 0s 41us/step - loss: 22406.9590 - mean_absolute_error: 107.0114 - val_loss: 47390.4062 - val_mean_absolute_error: 187.5688
Epoch 2129/5000
148/148 [==============================] - 0s 34us/step - loss: 22392.0117 - mean_absolute_error: 106.9496 - val_loss: 47360.5020 - val_mean_absolute_error: 187.4810
Epoch 2130/5000
148/148 [==============================] - 0s 27us/step - loss: 22377.0879 - mean_absolute_error: 106.8878 - val_loss: 47330.6401 - val_mean_absolute_error: 187.3933
Epoch 2131/5000
148/148 [==============================] - 0s 20us/step - loss: 22362.1934 - mean_absolute_error: 106.8260 - val_loss: 47300.8129 - val_mean_absolute_error: 187.3056
Epoch 2132/5000
148/148 [==============================] - 0s 27us/step - loss: 22347.3262 - mean_absolute_error: 106.7643 - val_loss: 47271.0442 - val_mean_absolute_error: 187.2187
Epoch 2133/5000
148/148 [==============================] - 0s 27us/step - loss: 22332.4922 - mean_absolute_error: 106.7027 - val_loss: 47241.3056 - val_mean_absolute_error: 187.1319
Epoch 2134/5000
148/148 [==============================] - 0s 34us/step - loss: 22317.6855 - mean_absolute_error: 106.6411 - val_loss: 47211.6097 - val_mean_absolute_error: 187.0451
Epoch 2135/5000
148/148 [==============================] - 0s 27us/step - loss: 22302.9023 - mean_absolute_error: 106.5795 - val_loss: 47181.9525 - val_mean_absolute_error: 186.9585
Epoch 2136/5000
148/148 [==============================] - 0s 27us/step - loss: 22288.1543 - mean_absolute_error: 106.5180 - val_loss: 47152.2949 - val_mean_absolute_error: 186.8718
Epoch 2137/5000
148/148 [==============================] - 0s 20us/step - loss: 22273.4316 - mean_absolute_error: 106.4565 - val_loss: 47122.6566 - val_mean_absolute_error: 186.7851
Epoch 2138/5000
148/148 [==============================] - 0s 34us/step - loss: 22258.7383 - mean_absolute_error: 106.3950 - val_loss: 47093.0495 - val_mean_absolute_error: 186.6985
Epoch 2139/5000
148/148 [==============================] - 0s 27us/step - loss: 22244.0684 - mean_absolute_error: 106.3336 - val_loss: 47063.4923 - val_mean_absolute_error: 186.6120
Epoch 2140/5000
148/148 [==============================] - 0s 27us/step - loss: 22229.4355 - mean_absolute_error: 106.2722 - val_loss: 47033.9736 - val_mean_absolute_error: 186.5255
Epoch 2141/5000
148/148 [==============================] - 0s 34us/step - loss: 22214.8281 - mean_absolute_error: 106.2109 - val_loss: 47004.4938 - val_mean_absolute_error: 186.4391
Epoch 2142/5000
148/148 [==============================] - 0s 27us/step - loss: 22200.2480 - mean_absolute_error: 106.1496 - val_loss: 46975.0481 - val_mean_absolute_error: 186.3527
Epoch 2143/5000
148/148 [==============================] - 0s 20us/step - loss: 22185.6934 - mean_absolute_error: 106.0884 - val_loss: 46945.6607 - val_mean_absolute_error: 186.2664
Epoch 2144/5000
148/148 [==============================] - 0s 27us/step - loss: 22171.1738 - mean_absolute_error: 106.0272 - val_loss: 46916.2999 - val_mean_absolute_error: 186.1801
Epoch 2145/5000
148/148 [==============================] - 0s 27us/step - loss: 22156.6758 - mean_absolute_error: 105.9660 - val_loss: 46886.9853 - val_mean_absolute_error: 186.0939
Epoch 2146/5000
148/148 [==============================] - 0s 27us/step - loss: 22142.2090 - mean_absolute_error: 105.9049 - val_loss: 46857.7099 - val_mean_absolute_error: 186.0078
Epoch 2147/5000
148/148 [==============================] - 0s 27us/step - loss: 22127.7695 - mean_absolute_error: 105.8438 - val_loss: 46828.4724 - val_mean_absolute_error: 185.9217
Epoch 2148/5000
148/148 [==============================] - 0s 41us/step - loss: 22113.3574 - mean_absolute_error: 105.7827 - val_loss: 46799.2816 - val_mean_absolute_error: 185.8357
Epoch 2149/5000
148/148 [==============================] - 0s 27us/step - loss: 22098.9785 - mean_absolute_error: 105.7217 - val_loss: 46770.1291 - val_mean_absolute_error: 185.7497
Epoch 2150/5000
148/148 [==============================] - 0s 27us/step - loss: 22084.6211 - mean_absolute_error: 105.6620 - val_loss: 46741.0153 - val_mean_absolute_error: 185.6638
Epoch 2151/5000
148/148 [==============================] - 0s 27us/step - loss: 22070.2969 - mean_absolute_error: 105.6024 - val_loss: 46711.9397 - val_mean_absolute_error: 185.5779
Epoch 2152/5000
148/148 [==============================] - 0s 27us/step - loss: 22055.9961 - mean_absolute_error: 105.5428 - val_loss: 46682.9065 - val_mean_absolute_error: 185.4922
Epoch 2153/5000
148/148 [==============================] - 0s 27us/step - loss: 22041.7246 - mean_absolute_error: 105.4833 - val_loss: 46653.9238 - val_mean_absolute_error: 185.4064
Epoch 2154/5000
148/148 [==============================] - 0s 27us/step - loss: 22027.4844 - mean_absolute_error: 105.4239 - val_loss: 46624.9638 - val_mean_absolute_error: 185.3207
Epoch 2155/5000
148/148 [==============================] - 0s 34us/step - loss: 22013.2676 - mean_absolute_error: 105.3645 - val_loss: 46596.0660 - val_mean_absolute_error: 185.2367
Epoch 2156/5000
148/148 [==============================] - 0s 20us/step - loss: 21999.0820 - mean_absolute_error: 105.3051 - val_loss: 46567.1872 - val_mean_absolute_error: 185.1535
Epoch 2157/5000
148/148 [==============================] - 0s 27us/step - loss: 21984.9199 - mean_absolute_error: 105.2458 - val_loss: 46538.3664 - val_mean_absolute_error: 185.0703
Epoch 2158/5000
148/148 [==============================] - 0s 27us/step - loss: 21970.7910 - mean_absolute_error: 105.1865 - val_loss: 46509.5721 - val_mean_absolute_error: 184.9872
Epoch 2159/5000
148/148 [==============================] - 0s 27us/step - loss: 21956.6895 - mean_absolute_error: 105.1272 - val_loss: 46480.8283 - val_mean_absolute_error: 184.9041
Epoch 2160/5000
148/148 [==============================] - 0s 34us/step - loss: 21942.6113 - mean_absolute_error: 105.0680 - val_loss: 46452.1150 - val_mean_absolute_error: 184.8211
Epoch 2161/5000
148/148 [==============================] - 0s 27us/step - loss: 21928.5645 - mean_absolute_error: 105.0088 - val_loss: 46423.4522 - val_mean_absolute_error: 184.7381
Epoch 2162/5000
148/148 [==============================] - 0s 27us/step - loss: 21914.5430 - mean_absolute_error: 104.9496 - val_loss: 46394.8200 - val_mean_absolute_error: 184.6552
Epoch 2163/5000
148/148 [==============================] - 0s 27us/step - loss: 21900.5508 - mean_absolute_error: 104.8905 - val_loss: 46366.2381 - val_mean_absolute_error: 184.5723
Epoch 2164/5000
148/148 [==============================] - 0s 27us/step - loss: 21886.5879 - mean_absolute_error: 104.8315 - val_loss: 46337.6869 - val_mean_absolute_error: 184.4895
Epoch 2165/5000
148/148 [==============================] - 0s 27us/step - loss: 21872.6484 - mean_absolute_error: 104.7724 - val_loss: 46309.1821 - val_mean_absolute_error: 184.4068
Epoch 2166/5000
148/148 [==============================] - 0s 27us/step - loss: 21858.7402 - mean_absolute_error: 104.7135 - val_loss: 46280.7197 - val_mean_absolute_error: 184.3241
Epoch 2167/5000
148/148 [==============================] - 0s 41us/step - loss: 21844.8574 - mean_absolute_error: 104.6545 - val_loss: 46252.2839 - val_mean_absolute_error: 184.2415
Epoch 2168/5000
148/148 [==============================] - 0s 27us/step - loss: 21831.0020 - mean_absolute_error: 104.5956 - val_loss: 46223.9062 - val_mean_absolute_error: 184.1589
Epoch 2169/5000
148/148 [==============================] - 0s 27us/step - loss: 21817.1738 - mean_absolute_error: 104.5367 - val_loss: 46195.5514 - val_mean_absolute_error: 184.0764
Epoch 2170/5000
148/148 [==============================] - 0s 27us/step - loss: 21803.3750 - mean_absolute_error: 104.4779 - val_loss: 46167.2472 - val_mean_absolute_error: 183.9940
Epoch 2171/5000
148/148 [==============================] - 0s 34us/step - loss: 21789.5996 - mean_absolute_error: 104.4191 - val_loss: 46138.9809 - val_mean_absolute_error: 183.9116
Epoch 2172/5000
148/148 [==============================] - 0s 27us/step - loss: 21775.8555 - mean_absolute_error: 104.3603 - val_loss: 46110.7536 - val_mean_absolute_error: 183.8292
Epoch 2173/5000
148/148 [==============================] - 0s 34us/step - loss: 21762.1367 - mean_absolute_error: 104.3016 - val_loss: 46082.5690 - val_mean_absolute_error: 183.7469
Epoch 2174/5000
148/148 [==============================] - 0s 27us/step - loss: 21748.4473 - mean_absolute_error: 104.2430 - val_loss: 46054.4145 - val_mean_absolute_error: 183.6647
Epoch 2175/5000
148/148 [==============================] - 0s 27us/step - loss: 21734.7812 - mean_absolute_error: 104.1843 - val_loss: 46026.3105 - val_mean_absolute_error: 183.5825
Epoch 2176/5000
148/148 [==============================] - 0s 27us/step - loss: 21721.1484 - mean_absolute_error: 104.1257 - val_loss: 45998.2490 - val_mean_absolute_error: 183.5004
Epoch 2177/5000
148/148 [==============================] - 0s 27us/step - loss: 21707.5410 - mean_absolute_error: 104.0672 - val_loss: 45970.2140 - val_mean_absolute_error: 183.4184
Epoch 2178/5000
148/148 [==============================] - 0s 27us/step - loss: 21693.9551 - mean_absolute_error: 104.0087 - val_loss: 45942.2295 - val_mean_absolute_error: 183.3364
Epoch 2179/5000
148/148 [==============================] - 0s 27us/step - loss: 21680.4043 - mean_absolute_error: 103.9502 - val_loss: 45914.2756 - val_mean_absolute_error: 183.2544
Epoch 2180/5000
148/148 [==============================] - 0s 27us/step - loss: 21666.8711 - mean_absolute_error: 103.8917 - val_loss: 45886.3721 - val_mean_absolute_error: 183.1726
Epoch 2181/5000
148/148 [==============================] - 0s 20us/step - loss: 21653.3730 - mean_absolute_error: 103.8333 - val_loss: 45858.4994 - val_mean_absolute_error: 183.0908
Epoch 2182/5000
148/148 [==============================] - 0s 27us/step - loss: 21639.9004 - mean_absolute_error: 103.7750 - val_loss: 45830.6650 - val_mean_absolute_error: 183.0090
Epoch 2183/5000
148/148 [==============================] - 0s 27us/step - loss: 21626.4492 - mean_absolute_error: 103.7167 - val_loss: 45802.8809 - val_mean_absolute_error: 182.9273
Epoch 2184/5000
148/148 [==============================] - 0s 27us/step - loss: 21613.0312 - mean_absolute_error: 103.6584 - val_loss: 45775.1316 - val_mean_absolute_error: 182.8457
Epoch 2185/5000
148/148 [==============================] - 0s 27us/step - loss: 21599.6406 - mean_absolute_error: 103.6002 - val_loss: 45747.4169 - val_mean_absolute_error: 182.7641
Epoch 2186/5000
148/148 [==============================] - 0s 27us/step - loss: 21586.2734 - mean_absolute_error: 103.5420 - val_loss: 45719.7442 - val_mean_absolute_error: 182.6826
Epoch 2187/5000
148/148 [==============================] - 0s 27us/step - loss: 21572.9336 - mean_absolute_error: 103.4838 - val_loss: 45692.1104 - val_mean_absolute_error: 182.6011
Epoch 2188/5000
148/148 [==============================] - 0s 27us/step - loss: 21559.6230 - mean_absolute_error: 103.4257 - val_loss: 45664.5191 - val_mean_absolute_error: 182.5196
Epoch 2189/5000
148/148 [==============================] - 0s 27us/step - loss: 21546.3379 - mean_absolute_error: 103.3676 - val_loss: 45636.9622 - val_mean_absolute_error: 182.4383
Epoch 2190/5000
148/148 [==============================] - 0s 20us/step - loss: 21533.0781 - mean_absolute_error: 103.3096 - val_loss: 45609.4479 - val_mean_absolute_error: 182.3570
Epoch 2191/5000
148/148 [==============================] - 0s 34us/step - loss: 21519.8438 - mean_absolute_error: 103.2516 - val_loss: 45581.9760 - val_mean_absolute_error: 182.2758
Epoch 2192/5000
148/148 [==============================] - 0s 27us/step - loss: 21506.6426 - mean_absolute_error: 103.1936 - val_loss: 45554.5427 - val_mean_absolute_error: 182.1946
Epoch 2193/5000
148/148 [==============================] - 0s 20us/step - loss: 21493.4629 - mean_absolute_error: 103.1357 - val_loss: 45527.1400 - val_mean_absolute_error: 182.1135
Epoch 2194/5000
148/148 [==============================] - 0s 34us/step - loss: 21480.3086 - mean_absolute_error: 103.0778 - val_loss: 45499.7838 - val_mean_absolute_error: 182.0324
Epoch 2195/5000
148/148 [==============================] - 0s 20us/step - loss: 21467.1836 - mean_absolute_error: 103.0200 - val_loss: 45472.4660 - val_mean_absolute_error: 181.9514
Epoch 2196/5000
148/148 [==============================] - 0s 27us/step - loss: 21454.0840 - mean_absolute_error: 102.9622 - val_loss: 45445.1907 - val_mean_absolute_error: 181.8704
Epoch 2197/5000
148/148 [==============================] - 0s 34us/step - loss: 21441.0137 - mean_absolute_error: 102.9044 - val_loss: 45417.9381 - val_mean_absolute_error: 181.7895
Epoch 2198/5000
148/148 [==============================] - 0s 27us/step - loss: 21427.9668 - mean_absolute_error: 102.8467 - val_loss: 45390.7438 - val_mean_absolute_error: 181.7087
Epoch 2199/5000
148/148 [==============================] - 0s 34us/step - loss: 21414.9434 - mean_absolute_error: 102.7890 - val_loss: 45363.5802 - val_mean_absolute_error: 181.6280
Epoch 2200/5000
148/148 [==============================] - 0s 27us/step - loss: 21401.9531 - mean_absolute_error: 102.7314 - val_loss: 45336.4631 - val_mean_absolute_error: 181.5472
Epoch 2201/5000
148/148 [==============================] - 0s 27us/step - loss: 21388.9902 - mean_absolute_error: 102.6738 - val_loss: 45309.3767 - val_mean_absolute_error: 181.4666
Epoch 2202/5000
148/148 [==============================] - 0s 27us/step - loss: 21376.0488 - mean_absolute_error: 102.6162 - val_loss: 45282.3285 - val_mean_absolute_error: 181.3860
Epoch 2203/5000
148/148 [==============================] - 0s 27us/step - loss: 21363.1309 - mean_absolute_error: 102.5587 - val_loss: 45255.3230 - val_mean_absolute_error: 181.3054
Epoch 2204/5000
148/148 [==============================] - 0s 27us/step - loss: 21350.2441 - mean_absolute_error: 102.5013 - val_loss: 45228.3560 - val_mean_absolute_error: 181.2250
Epoch 2205/5000
148/148 [==============================] - 0s 27us/step - loss: 21337.3828 - mean_absolute_error: 102.4438 - val_loss: 45201.4315 - val_mean_absolute_error: 181.1446
Epoch 2206/5000
148/148 [==============================] - 0s 27us/step - loss: 21324.5488 - mean_absolute_error: 102.3864 - val_loss: 45174.5377 - val_mean_absolute_error: 181.0642
Epoch 2207/5000
148/148 [==============================] - 0s 27us/step - loss: 21311.7402 - mean_absolute_error: 102.3291 - val_loss: 45147.6902 - val_mean_absolute_error: 180.9839
Epoch 2208/5000
148/148 [==============================] - 0s 27us/step - loss: 21298.9590 - mean_absolute_error: 102.2718 - val_loss: 45120.8770 - val_mean_absolute_error: 180.9037
Epoch 2209/5000
148/148 [==============================] - 0s 41us/step - loss: 21286.2012 - mean_absolute_error: 102.2145 - val_loss: 45094.0989 - val_mean_absolute_error: 180.8235
Epoch 2210/5000
148/148 [==============================] - 0s 27us/step - loss: 21273.4668 - mean_absolute_error: 102.1586 - val_loss: 45067.3672 - val_mean_absolute_error: 180.7434
Epoch 2211/5000
148/148 [==============================] - 0s 27us/step - loss: 21260.7617 - mean_absolute_error: 102.1029 - val_loss: 45040.6700 - val_mean_absolute_error: 180.6633
Epoch 2212/5000
148/148 [==============================] - 0s 34us/step - loss: 21248.0859 - mean_absolute_error: 102.0472 - val_loss: 45014.0152 - val_mean_absolute_error: 180.5833
Epoch 2213/5000
148/148 [==============================] - 0s 20us/step - loss: 21235.4316 - mean_absolute_error: 101.9916 - val_loss: 44987.3913 - val_mean_absolute_error: 180.5034
Epoch 2214/5000
148/148 [==============================] - 0s 34us/step - loss: 21222.8047 - mean_absolute_error: 101.9360 - val_loss: 44960.8138 - val_mean_absolute_error: 180.4235
Epoch 2215/5000
148/148 [==============================] - 0s 34us/step - loss: 21210.2012 - mean_absolute_error: 101.8804 - val_loss: 44934.2669 - val_mean_absolute_error: 180.3437
Epoch 2216/5000
148/148 [==============================] - 0s 20us/step - loss: 21197.6270 - mean_absolute_error: 101.8249 - val_loss: 44907.7620 - val_mean_absolute_error: 180.2639
Epoch 2217/5000
148/148 [==============================] - 0s 20us/step - loss: 21185.0781 - mean_absolute_error: 101.7694 - val_loss: 44881.2960 - val_mean_absolute_error: 180.1842
Epoch 2218/5000
148/148 [==============================] - 0s 27us/step - loss: 21172.5527 - mean_absolute_error: 101.7140 - val_loss: 44854.8725 - val_mean_absolute_error: 180.1046
Epoch 2219/5000
148/148 [==============================] - 0s 27us/step - loss: 21160.0566 - mean_absolute_error: 101.6590 - val_loss: 44828.4759 - val_mean_absolute_error: 180.0250
Epoch 2220/5000
148/148 [==============================] - 0s 27us/step - loss: 21147.5664 - mean_absolute_error: 101.6056 - val_loss: 44802.1680 - val_mean_absolute_error: 179.9455
Epoch 2221/5000
148/148 [==============================] - 0s 27us/step - loss: 21135.0938 - mean_absolute_error: 101.5521 - val_loss: 44775.9181 - val_mean_absolute_error: 179.8662
Epoch 2222/5000
148/148 [==============================] - 0s 20us/step - loss: 21122.6445 - mean_absolute_error: 101.4988 - val_loss: 44749.7374 - val_mean_absolute_error: 179.7870
Epoch 2223/5000
148/148 [==============================] - 0s 20us/step - loss: 21110.2148 - mean_absolute_error: 101.4454 - val_loss: 44723.6260 - val_mean_absolute_error: 179.7079
Epoch 2224/5000
148/148 [==============================] - 0s 20us/step - loss: 21097.8105 - mean_absolute_error: 101.3921 - val_loss: 44697.5686 - val_mean_absolute_error: 179.6289
Epoch 2225/5000
148/148 [==============================] - 0s 27us/step - loss: 21085.4277 - mean_absolute_error: 101.3389 - val_loss: 44671.5770 - val_mean_absolute_error: 179.5500
Epoch 2226/5000
148/148 [==============================] - 0s 27us/step - loss: 21073.0645 - mean_absolute_error: 101.2856 - val_loss: 44645.6352 - val_mean_absolute_error: 179.4713
Epoch 2227/5000
148/148 [==============================] - 0s 34us/step - loss: 21060.7246 - mean_absolute_error: 101.2324 - val_loss: 44619.7513 - val_mean_absolute_error: 179.3926
Epoch 2228/5000
148/148 [==============================] - 0s 34us/step - loss: 21048.4082 - mean_absolute_error: 101.1793 - val_loss: 44593.9212 - val_mean_absolute_error: 179.3139
Epoch 2229/5000
148/148 [==============================] - 0s 27us/step - loss: 21036.1133 - mean_absolute_error: 101.1263 - val_loss: 44568.1414 - val_mean_absolute_error: 179.2354
Epoch 2230/5000
148/148 [==============================] - 0s 27us/step - loss: 21023.8457 - mean_absolute_error: 101.0744 - val_loss: 44542.4077 - val_mean_absolute_error: 179.1570
Epoch 2231/5000
148/148 [==============================] - 0s 27us/step - loss: 21011.5996 - mean_absolute_error: 101.0225 - val_loss: 44516.6741 - val_mean_absolute_error: 179.0786
Epoch 2232/5000
148/148 [==============================] - 0s 27us/step - loss: 20999.3770 - mean_absolute_error: 100.9706 - val_loss: 44490.9867 - val_mean_absolute_error: 179.0002
Epoch 2233/5000
148/148 [==============================] - 0s 27us/step - loss: 20987.1797 - mean_absolute_error: 100.9188 - val_loss: 44465.3532 - val_mean_absolute_error: 178.9220
Epoch 2234/5000
148/148 [==============================] - 0s 34us/step - loss: 20975.0039 - mean_absolute_error: 100.8670 - val_loss: 44439.7545 - val_mean_absolute_error: 178.8438
Epoch 2235/5000
148/148 [==============================] - 0s 20us/step - loss: 20962.8516 - mean_absolute_error: 100.8153 - val_loss: 44414.2058 - val_mean_absolute_error: 178.7657
Epoch 2236/5000
148/148 [==============================] - 0s 27us/step - loss: 20950.7246 - mean_absolute_error: 100.7644 - val_loss: 44388.6996 - val_mean_absolute_error: 178.6876
Epoch 2237/5000
148/148 [==============================] - 0s 27us/step - loss: 20938.6230 - mean_absolute_error: 100.7137 - val_loss: 44363.2359 - val_mean_absolute_error: 178.6097
Epoch 2238/5000
148/148 [==============================] - 0s 27us/step - loss: 20926.5469 - mean_absolute_error: 100.6630 - val_loss: 44337.8145 - val_mean_absolute_error: 178.5318
Epoch 2239/5000
148/148 [==============================] - 0s 20us/step - loss: 20914.4922 - mean_absolute_error: 100.6124 - val_loss: 44312.4431 - val_mean_absolute_error: 178.4540
Epoch 2240/5000
148/148 [==============================] - 0s 27us/step - loss: 20902.4648 - mean_absolute_error: 100.5618 - val_loss: 44287.1026 - val_mean_absolute_error: 178.3762
Epoch 2241/5000
148/148 [==============================] - 0s 27us/step - loss: 20890.4590 - mean_absolute_error: 100.5112 - val_loss: 44261.8047 - val_mean_absolute_error: 178.2985
Epoch 2242/5000
148/148 [==============================] - 0s 34us/step - loss: 20878.4805 - mean_absolute_error: 100.4606 - val_loss: 44236.5374 - val_mean_absolute_error: 178.2209
Epoch 2243/5000
148/148 [==============================] - 0s 20us/step - loss: 20866.5234 - mean_absolute_error: 100.4101 - val_loss: 44211.2513 - val_mean_absolute_error: 178.1432
Epoch 2244/5000
148/148 [==============================] - 0s 27us/step - loss: 20854.5957 - mean_absolute_error: 100.3596 - val_loss: 44185.9994 - val_mean_absolute_error: 178.0656
Epoch 2245/5000
148/148 [==============================] - 0s 27us/step - loss: 20842.6875 - mean_absolute_error: 100.3092 - val_loss: 44160.7822 - val_mean_absolute_error: 177.9881
Epoch 2246/5000
148/148 [==============================] - 0s 27us/step - loss: 20830.8086 - mean_absolute_error: 100.2588 - val_loss: 44135.6035 - val_mean_absolute_error: 177.9106
Epoch 2247/5000
148/148 [==============================] - 0s 34us/step - loss: 20818.9512 - mean_absolute_error: 100.2084 - val_loss: 44110.4711 - val_mean_absolute_error: 177.8332
Epoch 2248/5000
148/148 [==============================] - 0s 27us/step - loss: 20807.1172 - mean_absolute_error: 100.1581 - val_loss: 44085.3734 - val_mean_absolute_error: 177.7559
Epoch 2249/5000
148/148 [==============================] - 0s 34us/step - loss: 20795.3086 - mean_absolute_error: 100.1077 - val_loss: 44060.3104 - val_mean_absolute_error: 177.6786
Epoch 2250/5000
148/148 [==============================] - 0s 27us/step - loss: 20783.5273 - mean_absolute_error: 100.0575 - val_loss: 44035.2861 - val_mean_absolute_error: 177.6014
Epoch 2251/5000
148/148 [==============================] - 0s 27us/step - loss: 20771.7676 - mean_absolute_error: 100.0073 - val_loss: 44010.3081 - val_mean_absolute_error: 177.5242
Epoch 2252/5000
148/148 [==============================] - 0s 34us/step - loss: 20760.0352 - mean_absolute_error: 99.9571 - val_loss: 43985.3530 - val_mean_absolute_error: 177.4471
Epoch 2253/5000
148/148 [==============================] - 0s 27us/step - loss: 20748.3262 - mean_absolute_error: 99.9069 - val_loss: 43960.4480 - val_mean_absolute_error: 177.3701
Epoch 2254/5000
148/148 [==============================] - 0s 27us/step - loss: 20736.6426 - mean_absolute_error: 99.8568 - val_loss: 43935.5741 - val_mean_absolute_error: 177.2931
Epoch 2255/5000
148/148 [==============================] - 0s 27us/step - loss: 20724.9805 - mean_absolute_error: 99.8067 - val_loss: 43910.7384 - val_mean_absolute_error: 177.2162
Epoch 2256/5000
148/148 [==============================] - 0s 27us/step - loss: 20713.3438 - mean_absolute_error: 99.7567 - val_loss: 43885.9336 - val_mean_absolute_error: 177.1394
Epoch 2257/5000
148/148 [==============================] - 0s 20us/step - loss: 20701.7344 - mean_absolute_error: 99.7067 - val_loss: 43861.1755 - val_mean_absolute_error: 177.0626
Epoch 2258/5000
148/148 [==============================] - 0s 27us/step - loss: 20690.1484 - mean_absolute_error: 99.6567 - val_loss: 43836.4517 - val_mean_absolute_error: 176.9859
Epoch 2259/5000
148/148 [==============================] - 0s 27us/step - loss: 20678.5840 - mean_absolute_error: 99.6068 - val_loss: 43811.7511 - val_mean_absolute_error: 176.9092
Epoch 2260/5000
148/148 [==============================] - 0s 20us/step - loss: 20667.0488 - mean_absolute_error: 99.5569 - val_loss: 43787.1005 - val_mean_absolute_error: 176.8326
Epoch 2261/5000
148/148 [==============================] - 0s 27us/step - loss: 20655.5332 - mean_absolute_error: 99.5070 - val_loss: 43762.4846 - val_mean_absolute_error: 176.7560
Epoch 2262/5000
148/148 [==============================] - 0s 27us/step - loss: 20644.0449 - mean_absolute_error: 99.4572 - val_loss: 43737.9037 - val_mean_absolute_error: 176.6795
Epoch 2263/5000
148/148 [==============================] - 0s 20us/step - loss: 20632.5820 - mean_absolute_error: 99.4074 - val_loss: 43713.3533 - val_mean_absolute_error: 176.6031
Epoch 2264/5000
148/148 [==============================] - 0s 34us/step - loss: 20621.1387 - mean_absolute_error: 99.3577 - val_loss: 43688.8453 - val_mean_absolute_error: 176.5268
Epoch 2265/5000
148/148 [==============================] - 0s 27us/step - loss: 20609.7227 - mean_absolute_error: 99.3080 - val_loss: 43664.3720 - val_mean_absolute_error: 176.4516
Epoch 2266/5000
148/148 [==============================] - 0s 34us/step - loss: 20598.3320 - mean_absolute_error: 99.2583 - val_loss: 43639.9299 - val_mean_absolute_error: 176.3780
Epoch 2267/5000
148/148 [==============================] - 0s 27us/step - loss: 20586.9648 - mean_absolute_error: 99.2087 - val_loss: 43615.5259 - val_mean_absolute_error: 176.3043
Epoch 2268/5000
148/148 [==============================] - 0s 27us/step - loss: 20575.6211 - mean_absolute_error: 99.1591 - val_loss: 43591.1644 - val_mean_absolute_error: 176.2307
Epoch 2269/5000
148/148 [==============================] - 0s 27us/step - loss: 20564.3027 - mean_absolute_error: 99.1095 - val_loss: 43566.8221 - val_mean_absolute_error: 176.1572
Epoch 2270/5000
148/148 [==============================] - 0s 34us/step - loss: 20553.0059 - mean_absolute_error: 99.0600 - val_loss: 43542.4841 - val_mean_absolute_error: 176.0837
Epoch 2271/5000
148/148 [==============================] - 0s 34us/step - loss: 20541.7363 - mean_absolute_error: 99.0105 - val_loss: 43518.1765 - val_mean_absolute_error: 176.0102
Epoch 2272/5000
148/148 [==============================] - 0s 20us/step - loss: 20530.4883 - mean_absolute_error: 98.9611 - val_loss: 43493.8960 - val_mean_absolute_error: 175.9368
Epoch 2273/5000
148/148 [==============================] - 0s 27us/step - loss: 20519.2676 - mean_absolute_error: 98.9117 - val_loss: 43469.6621 - val_mean_absolute_error: 175.8635
Epoch 2274/5000
148/148 [==============================] - 0s 27us/step - loss: 20508.0684 - mean_absolute_error: 98.8623 - val_loss: 43445.4585 - val_mean_absolute_error: 175.7901
Epoch 2275/5000
148/148 [==============================] - 0s 27us/step - loss: 20496.8945 - mean_absolute_error: 98.8130 - val_loss: 43421.2897 - val_mean_absolute_error: 175.7169
Epoch 2276/5000
148/148 [==============================] - 0s 41us/step - loss: 20485.7422 - mean_absolute_error: 98.7637 - val_loss: 43397.1555 - val_mean_absolute_error: 175.6437
Epoch 2277/5000
148/148 [==============================] - 0s 27us/step - loss: 20474.6133 - mean_absolute_error: 98.7145 - val_loss: 43373.0603 - val_mean_absolute_error: 175.5706
Epoch 2278/5000
148/148 [==============================] - 0s 20us/step - loss: 20463.5137 - mean_absolute_error: 98.6653 - val_loss: 43348.9765 - val_mean_absolute_error: 175.4975
Epoch 2279/5000
148/148 [==============================] - 0s 27us/step - loss: 20452.4316 - mean_absolute_error: 98.6161 - val_loss: 43324.9309 - val_mean_absolute_error: 175.4244
Epoch 2280/5000
148/148 [==============================] - 0s 27us/step - loss: 20441.3750 - mean_absolute_error: 98.5669 - val_loss: 43300.9203 - val_mean_absolute_error: 175.3514
Epoch 2281/5000
148/148 [==============================] - 0s 20us/step - loss: 20430.3438 - mean_absolute_error: 98.5178 - val_loss: 43276.9444 - val_mean_absolute_error: 175.2785
Epoch 2282/5000
148/148 [==============================] - 0s 27us/step - loss: 20419.3320 - mean_absolute_error: 98.4688 - val_loss: 43253.0029 - val_mean_absolute_error: 175.2056
Epoch 2283/5000
148/148 [==============================] - 0s 34us/step - loss: 20408.3477 - mean_absolute_error: 98.4198 - val_loss: 43229.1043 - val_mean_absolute_error: 175.1328
Epoch 2284/5000
148/148 [==============================] - 0s 27us/step - loss: 20397.3906 - mean_absolute_error: 98.3708 - val_loss: 43205.2245 - val_mean_absolute_error: 175.0610
Epoch 2285/5000
148/148 [==============================] - 0s 27us/step - loss: 20386.4531 - mean_absolute_error: 98.3218 - val_loss: 43181.3875 - val_mean_absolute_error: 174.9901
Epoch 2286/5000
148/148 [==============================] - 0s 27us/step - loss: 20375.5391 - mean_absolute_error: 98.2729 - val_loss: 43157.5848 - val_mean_absolute_error: 174.9193
Epoch 2287/5000
148/148 [==============================] - 0s 27us/step - loss: 20364.6484 - mean_absolute_error: 98.2241 - val_loss: 43133.8168 - val_mean_absolute_error: 174.8485
Epoch 2288/5000
148/148 [==============================] - 0s 27us/step - loss: 20353.7773 - mean_absolute_error: 98.1753 - val_loss: 43110.0916 - val_mean_absolute_error: 174.7778
Epoch 2289/5000
148/148 [==============================] - 0s 27us/step - loss: 20342.9375 - mean_absolute_error: 98.1265 - val_loss: 43086.3891 - val_mean_absolute_error: 174.7071
Epoch 2290/5000
148/148 [==============================] - 0s 27us/step - loss: 20332.1172 - mean_absolute_error: 98.0777 - val_loss: 43062.7294 - val_mean_absolute_error: 174.6366
Epoch 2291/5000
148/148 [==============================] - 0s 27us/step - loss: 20321.3184 - mean_absolute_error: 98.0290 - val_loss: 43039.0924 - val_mean_absolute_error: 174.5660
Epoch 2292/5000
148/148 [==============================] - 0s 27us/step - loss: 20310.5469 - mean_absolute_error: 97.9803 - val_loss: 43015.5017 - val_mean_absolute_error: 174.4955
Epoch 2293/5000
148/148 [==============================] - 0s 27us/step - loss: 20299.7949 - mean_absolute_error: 97.9317 - val_loss: 42991.9383 - val_mean_absolute_error: 174.4251
Epoch 2294/5000
148/148 [==============================] - 0s 34us/step - loss: 20289.0703 - mean_absolute_error: 97.8831 - val_loss: 42968.4170 - val_mean_absolute_error: 174.3547
Epoch 2295/5000
148/148 [==============================] - 0s 20us/step - loss: 20278.3652 - mean_absolute_error: 97.8345 - val_loss: 42944.9269 - val_mean_absolute_error: 174.2844
Epoch 2296/5000
148/148 [==============================] - 0s 27us/step - loss: 20267.6875 - mean_absolute_error: 97.7860 - val_loss: 42921.4672 - val_mean_absolute_error: 174.2141
Epoch 2297/5000
148/148 [==============================] - 0s 34us/step - loss: 20257.0293 - mean_absolute_error: 97.7375 - val_loss: 42898.0465 - val_mean_absolute_error: 174.1439
Epoch 2298/5000
148/148 [==============================] - 0s 27us/step - loss: 20246.3945 - mean_absolute_error: 97.6891 - val_loss: 42874.6561 - val_mean_absolute_error: 174.0737
Epoch 2299/5000
148/148 [==============================] - 0s 27us/step - loss: 20235.7832 - mean_absolute_error: 97.6407 - val_loss: 42851.3086 - val_mean_absolute_error: 174.0036
Epoch 2300/5000
148/148 [==============================] - 0s 34us/step - loss: 20225.1934 - mean_absolute_error: 97.5924 - val_loss: 42827.9916 - val_mean_absolute_error: 173.9335
Epoch 2301/5000
148/148 [==============================] - 0s 27us/step - loss: 20214.6309 - mean_absolute_error: 97.5440 - val_loss: 42804.7015 - val_mean_absolute_error: 173.8635
Epoch 2302/5000
148/148 [==============================] - 0s 34us/step - loss: 20204.0859 - mean_absolute_error: 97.4957 - val_loss: 42781.4542 - val_mean_absolute_error: 173.7936
Epoch 2303/5000
148/148 [==============================] - 0s 34us/step - loss: 20193.5684 - mean_absolute_error: 97.4475 - val_loss: 42758.2373 - val_mean_absolute_error: 173.7237
Epoch 2304/5000
148/148 [==============================] - 0s 20us/step - loss: 20183.0723 - mean_absolute_error: 97.3993 - val_loss: 42735.0596 - val_mean_absolute_error: 173.6539
Epoch 2305/5000
148/148 [==============================] - 0s 34us/step - loss: 20172.5977 - mean_absolute_error: 97.3511 - val_loss: 42711.9005 - val_mean_absolute_error: 173.5841
Epoch 2306/5000
148/148 [==============================] - 0s 27us/step - loss: 20162.1484 - mean_absolute_error: 97.3030 - val_loss: 42688.7920 - val_mean_absolute_error: 173.5144
Epoch 2307/5000
148/148 [==============================] - 0s 27us/step - loss: 20151.7207 - mean_absolute_error: 97.2549 - val_loss: 42665.7139 - val_mean_absolute_error: 173.4448
Epoch 2308/5000
148/148 [==============================] - 0s 34us/step - loss: 20141.3164 - mean_absolute_error: 97.2068 - val_loss: 42642.6668 - val_mean_absolute_error: 173.3752
Epoch 2309/5000
148/148 [==============================] - 0s 27us/step - loss: 20130.9316 - mean_absolute_error: 97.1588 - val_loss: 42619.6584 - val_mean_absolute_error: 173.3056
Epoch 2310/5000
148/148 [==============================] - 0s 27us/step - loss: 20120.5742 - mean_absolute_error: 97.1109 - val_loss: 42596.6807 - val_mean_absolute_error: 173.2361
Epoch 2311/5000
148/148 [==============================] - 0s 20us/step - loss: 20110.2363 - mean_absolute_error: 97.0629 - val_loss: 42573.7341 - val_mean_absolute_error: 173.1667
Epoch 2312/5000
148/148 [==============================] - 0s 20us/step - loss: 20099.9219 - mean_absolute_error: 97.0150 - val_loss: 42550.8178 - val_mean_absolute_error: 173.0973
Epoch 2313/5000
148/148 [==============================] - 0s 27us/step - loss: 20089.6289 - mean_absolute_error: 96.9672 - val_loss: 42527.9482 - val_mean_absolute_error: 173.0280
Epoch 2314/5000
148/148 [==============================] - 0s 20us/step - loss: 20079.3594 - mean_absolute_error: 96.9194 - val_loss: 42505.1052 - val_mean_absolute_error: 172.9587
Epoch 2315/5000
148/148 [==============================] - 0s 27us/step - loss: 20069.1152 - mean_absolute_error: 96.8716 - val_loss: 42482.2973 - val_mean_absolute_error: 172.8895
Epoch 2316/5000
148/148 [==============================] - 0s 41us/step - loss: 20058.8887 - mean_absolute_error: 96.8239 - val_loss: 42459.5200 - val_mean_absolute_error: 172.8204
Epoch 2317/5000
148/148 [==============================] - 0s 20us/step - loss: 20048.6875 - mean_absolute_error: 96.7762 - val_loss: 42436.7774 - val_mean_absolute_error: 172.7513
Epoch 2318/5000
148/148 [==============================] - 0s 27us/step - loss: 20038.4863 - mean_absolute_error: 96.7285 - val_loss: 42414.0543 - val_mean_absolute_error: 172.6823
Epoch 2319/5000
148/148 [==============================] - 0s 34us/step - loss: 20028.2676 - mean_absolute_error: 96.6807 - val_loss: 42391.3500 - val_mean_absolute_error: 172.6133
Epoch 2320/5000
148/148 [==============================] - 0s 20us/step - loss: 20018.0566 - mean_absolute_error: 96.6330 - val_loss: 42368.6847 - val_mean_absolute_error: 172.5443
Epoch 2321/5000
148/148 [==============================] - 0s 34us/step - loss: 20007.8652 - mean_absolute_error: 96.5853 - val_loss: 42346.0267 - val_mean_absolute_error: 172.4754
Epoch 2322/5000
148/148 [==============================] - 0s 27us/step - loss: 19997.6855 - mean_absolute_error: 96.5376 - val_loss: 42323.3999 - val_mean_absolute_error: 172.4066
Epoch 2323/5000
148/148 [==============================] - 0s 27us/step - loss: 19987.5234 - mean_absolute_error: 96.4900 - val_loss: 42300.7965 - val_mean_absolute_error: 172.3378
Epoch 2324/5000
148/148 [==============================] - 0s 20us/step - loss: 19977.3809 - mean_absolute_error: 96.4424 - val_loss: 42278.2194 - val_mean_absolute_error: 172.2690
Epoch 2325/5000
148/148 [==============================] - 0s 20us/step - loss: 19967.2539 - mean_absolute_error: 96.3948 - val_loss: 42255.6772 - val_mean_absolute_error: 172.2003
Epoch 2326/5000
148/148 [==============================] - 0s 34us/step - loss: 19957.1445 - mean_absolute_error: 96.3472 - val_loss: 42233.1464 - val_mean_absolute_error: 172.1319
Epoch 2327/5000
148/148 [==============================] - 0s 27us/step - loss: 19947.0547 - mean_absolute_error: 96.2997 - val_loss: 42210.6583 - val_mean_absolute_error: 172.0652
Epoch 2328/5000
148/148 [==============================] - 0s 34us/step - loss: 19936.9805 - mean_absolute_error: 96.2522 - val_loss: 42188.1973 - val_mean_absolute_error: 171.9986
Epoch 2329/5000
148/148 [==============================] - 0s 34us/step - loss: 19926.9277 - mean_absolute_error: 96.2047 - val_loss: 42165.7630 - val_mean_absolute_error: 171.9320
Epoch 2330/5000
148/148 [==============================] - 0s 27us/step - loss: 19916.8926 - mean_absolute_error: 96.1573 - val_loss: 42143.3559 - val_mean_absolute_error: 171.8655
Epoch 2331/5000
148/148 [==============================] - 0s 27us/step - loss: 19906.8789 - mean_absolute_error: 96.1099 - val_loss: 42120.9835 - val_mean_absolute_error: 171.7990
Epoch 2332/5000
148/148 [==============================] - 0s 27us/step - loss: 19896.8828 - mean_absolute_error: 96.0625 - val_loss: 42098.6300 - val_mean_absolute_error: 171.7326
Epoch 2333/5000
148/148 [==============================] - 0s 27us/step - loss: 19886.9062 - mean_absolute_error: 96.0152 - val_loss: 42076.3191 - val_mean_absolute_error: 171.6662
Epoch 2334/5000
148/148 [==============================] - 0s 34us/step - loss: 19876.9551 - mean_absolute_error: 95.9679 - val_loss: 42054.0353 - val_mean_absolute_error: 171.5999
Epoch 2335/5000
148/148 [==============================] - 0s 27us/step - loss: 19867.0215 - mean_absolute_error: 95.9206 - val_loss: 42031.7824 - val_mean_absolute_error: 171.5336
Epoch 2336/5000
148/148 [==============================] - 0s 27us/step - loss: 19857.1055 - mean_absolute_error: 95.8734 - val_loss: 42009.5524 - val_mean_absolute_error: 171.4675
Epoch 2337/5000
148/148 [==============================] - 0s 20us/step - loss: 19847.2109 - mean_absolute_error: 95.8262 - val_loss: 41987.3611 - val_mean_absolute_error: 171.4025
Epoch 2338/5000
148/148 [==============================] - 0s 20us/step - loss: 19837.3398 - mean_absolute_error: 95.7791 - val_loss: 41965.2007 - val_mean_absolute_error: 171.3376
Epoch 2339/5000
148/148 [==============================] - 0s 27us/step - loss: 19827.4902 - mean_absolute_error: 95.7320 - val_loss: 41943.0669 - val_mean_absolute_error: 171.2727
Epoch 2340/5000
148/148 [==============================] - 0s 34us/step - loss: 19817.6562 - mean_absolute_error: 95.6849 - val_loss: 41920.9679 - val_mean_absolute_error: 171.2079
Epoch 2341/5000
148/148 [==============================] - 0s 27us/step - loss: 19807.8438 - mean_absolute_error: 95.6379 - val_loss: 41898.9000 - val_mean_absolute_error: 171.1431
Epoch 2342/5000
148/148 [==============================] - 0s 20us/step - loss: 19798.0566 - mean_absolute_error: 95.5909 - val_loss: 41876.8668 - val_mean_absolute_error: 171.0784
Epoch 2343/5000
148/148 [==============================] - 0s 27us/step - loss: 19788.2871 - mean_absolute_error: 95.5439 - val_loss: 41854.8562 - val_mean_absolute_error: 171.0137
Epoch 2344/5000
148/148 [==============================] - 0s 20us/step - loss: 19778.5391 - mean_absolute_error: 95.4970 - val_loss: 41832.8772 - val_mean_absolute_error: 170.9490
Epoch 2345/5000
148/148 [==============================] - 0s 27us/step - loss: 19768.8145 - mean_absolute_error: 95.4501 - val_loss: 41810.9362 - val_mean_absolute_error: 170.8844
Epoch 2346/5000
148/148 [==============================] - 0s 34us/step - loss: 19759.1074 - mean_absolute_error: 95.4033 - val_loss: 41789.0264 - val_mean_absolute_error: 170.8199
Epoch 2347/5000
148/148 [==============================] - 0s 27us/step - loss: 19749.4258 - mean_absolute_error: 95.3565 - val_loss: 41767.1430 - val_mean_absolute_error: 170.7554
Epoch 2348/5000
148/148 [==============================] - 0s 34us/step - loss: 19739.7598 - mean_absolute_error: 95.3097 - val_loss: 41745.2986 - val_mean_absolute_error: 170.6910
Epoch 2349/5000
148/148 [==============================] - 0s 20us/step - loss: 19730.1191 - mean_absolute_error: 95.2630 - val_loss: 41723.4851 - val_mean_absolute_error: 170.6266
Epoch 2350/5000
148/148 [==============================] - 0s 27us/step - loss: 19720.4980 - mean_absolute_error: 95.2163 - val_loss: 41701.6985 - val_mean_absolute_error: 170.5623
Epoch 2351/5000
148/148 [==============================] - 0s 34us/step - loss: 19710.8984 - mean_absolute_error: 95.1697 - val_loss: 41679.9388 - val_mean_absolute_error: 170.4980
Epoch 2352/5000
148/148 [==============================] - 0s 34us/step - loss: 19701.3184 - mean_absolute_error: 95.1231 - val_loss: 41658.2214 - val_mean_absolute_error: 170.4337
Epoch 2353/5000
148/148 [==============================] - 0s 27us/step - loss: 19691.7637 - mean_absolute_error: 95.0765 - val_loss: 41636.5311 - val_mean_absolute_error: 170.3696
Epoch 2354/5000
148/148 [==============================] - 0s 34us/step - loss: 19682.2246 - mean_absolute_error: 95.0300 - val_loss: 41614.8756 - val_mean_absolute_error: 170.3054
Epoch 2355/5000
148/148 [==============================] - 0s 27us/step - loss: 19672.7109 - mean_absolute_error: 94.9835 - val_loss: 41593.2432 - val_mean_absolute_error: 170.2414
Epoch 2356/5000
148/148 [==============================] - 0s 27us/step - loss: 19663.2168 - mean_absolute_error: 94.9370 - val_loss: 41571.6532 - val_mean_absolute_error: 170.1773
Epoch 2357/5000
148/148 [==============================] - 0s 27us/step - loss: 19653.7441 - mean_absolute_error: 94.8906 - val_loss: 41550.0821 - val_mean_absolute_error: 170.1133
Epoch 2358/5000
148/148 [==============================] - 0s 34us/step - loss: 19644.2910 - mean_absolute_error: 94.8443 - val_loss: 41528.5458 - val_mean_absolute_error: 170.0494
Epoch 2359/5000
148/148 [==============================] - 0s 27us/step - loss: 19634.8594 - mean_absolute_error: 94.7979 - val_loss: 41507.0522 - val_mean_absolute_error: 169.9856
Epoch 2360/5000
148/148 [==============================] - 0s 27us/step - loss: 19625.4492 - mean_absolute_error: 94.7516 - val_loss: 41485.5817 - val_mean_absolute_error: 169.9217
Epoch 2361/5000
148/148 [==============================] - 0s 27us/step - loss: 19616.0605 - mean_absolute_error: 94.7054 - val_loss: 41464.1460 - val_mean_absolute_error: 169.8580
Epoch 2362/5000
148/148 [==============================] - 0s 27us/step - loss: 19606.6934 - mean_absolute_error: 94.6592 - val_loss: 41442.7370 - val_mean_absolute_error: 169.7943
Epoch 2363/5000
148/148 [==============================] - 0s 20us/step - loss: 19597.3438 - mean_absolute_error: 94.6130 - val_loss: 41421.3547 - val_mean_absolute_error: 169.7306
Epoch 2364/5000
148/148 [==============================] - 0s 41us/step - loss: 19588.0176 - mean_absolute_error: 94.5669 - val_loss: 41400.0114 - val_mean_absolute_error: 169.6670
Epoch 2365/5000
148/148 [==============================] - 0s 27us/step - loss: 19578.7090 - mean_absolute_error: 94.5208 - val_loss: 41378.7027 - val_mean_absolute_error: 169.6034
Epoch 2366/5000
148/148 [==============================] - 0s 27us/step - loss: 19569.4258 - mean_absolute_error: 94.4748 - val_loss: 41357.4210 - val_mean_absolute_error: 169.5399
Epoch 2367/5000
148/148 [==============================] - 0s 34us/step - loss: 19560.1602 - mean_absolute_error: 94.4287 - val_loss: 41336.1702 - val_mean_absolute_error: 169.4764
Epoch 2368/5000
148/148 [==============================] - 0s 27us/step - loss: 19550.9180 - mean_absolute_error: 94.3828 - val_loss: 41314.9464 - val_mean_absolute_error: 169.4130
Epoch 2369/5000
148/148 [==============================] - 0s 20us/step - loss: 19541.6934 - mean_absolute_error: 94.3369 - val_loss: 41293.7610 - val_mean_absolute_error: 169.3497
Epoch 2370/5000
148/148 [==============================] - 0s 41us/step - loss: 19532.4922 - mean_absolute_error: 94.2910 - val_loss: 41272.6066 - val_mean_absolute_error: 169.2864
Epoch 2371/5000
148/148 [==============================] - 0s 27us/step - loss: 19523.3105 - mean_absolute_error: 94.2451 - val_loss: 41251.4791 - val_mean_absolute_error: 169.2231
Epoch 2372/5000
148/148 [==============================] - 0s 27us/step - loss: 19514.1484 - mean_absolute_error: 94.1993 - val_loss: 41230.3863 - val_mean_absolute_error: 169.1599
Epoch 2373/5000
148/148 [==============================] - 0s 34us/step - loss: 19505.0078 - mean_absolute_error: 94.1536 - val_loss: 41209.3277 - val_mean_absolute_error: 169.0968
Epoch 2374/5000
148/148 [==============================] - 0s 27us/step - loss: 19495.8887 - mean_absolute_error: 94.1078 - val_loss: 41188.2889 - val_mean_absolute_error: 169.0337
Epoch 2375/5000
148/148 [==============================] - 0s 27us/step - loss: 19486.7871 - mean_absolute_error: 94.0622 - val_loss: 41167.2924 - val_mean_absolute_error: 168.9707
Epoch 2376/5000
148/148 [==============================] - 0s 27us/step - loss: 19477.7070 - mean_absolute_error: 94.0165 - val_loss: 41146.3191 - val_mean_absolute_error: 168.9077
Epoch 2377/5000
148/148 [==============================] - 0s 34us/step - loss: 19468.6504 - mean_absolute_error: 93.9709 - val_loss: 41125.3843 - val_mean_absolute_error: 168.8448
Epoch 2378/5000
148/148 [==============================] - 0s 34us/step - loss: 19459.6133 - mean_absolute_error: 93.9254 - val_loss: 41104.4803 - val_mean_absolute_error: 168.7819
Epoch 2379/5000
148/148 [==============================] - 0s 27us/step - loss: 19450.5938 - mean_absolute_error: 93.8798 - val_loss: 41083.5995 - val_mean_absolute_error: 168.7190
Epoch 2380/5000
148/148 [==============================] - 0s 27us/step - loss: 19441.5957 - mean_absolute_error: 93.8344 - val_loss: 41062.7572 - val_mean_absolute_error: 168.6563
Epoch 2381/5000
148/148 [==============================] - 0s 27us/step - loss: 19432.6191 - mean_absolute_error: 93.7889 - val_loss: 41041.9380 - val_mean_absolute_error: 168.5935
Epoch 2382/5000
148/148 [==============================] - 0s 27us/step - loss: 19423.6621 - mean_absolute_error: 93.7435 - val_loss: 41021.1574 - val_mean_absolute_error: 168.5309
Epoch 2383/5000
148/148 [==============================] - 0s 27us/step - loss: 19414.7266 - mean_absolute_error: 93.6982 - val_loss: 41000.4076 - val_mean_absolute_error: 168.4683
Epoch 2384/5000
148/148 [==============================] - 0s 34us/step - loss: 19405.8086 - mean_absolute_error: 93.6540 - val_loss: 40979.6809 - val_mean_absolute_error: 168.4057
Epoch 2385/5000
148/148 [==============================] - 0s 34us/step - loss: 19396.9141 - mean_absolute_error: 93.6102 - val_loss: 40958.9928 - val_mean_absolute_error: 168.3432
Epoch 2386/5000
148/148 [==============================] - 0s 27us/step - loss: 19388.0371 - mean_absolute_error: 93.5665 - val_loss: 40938.3317 - val_mean_absolute_error: 168.2807
Epoch 2387/5000
148/148 [==============================] - 0s 27us/step - loss: 19379.1797 - mean_absolute_error: 93.5228 - val_loss: 40917.7011 - val_mean_absolute_error: 168.2183
Epoch 2388/5000
148/148 [==============================] - 0s 27us/step - loss: 19370.3438 - mean_absolute_error: 93.4792 - val_loss: 40897.1017 - val_mean_absolute_error: 168.1560
Epoch 2389/5000
148/148 [==============================] - 0s 27us/step - loss: 19361.5293 - mean_absolute_error: 93.4356 - val_loss: 40876.5369 - val_mean_absolute_error: 168.0937
Epoch 2390/5000
148/148 [==============================] - 0s 27us/step - loss: 19352.7324 - mean_absolute_error: 93.3921 - val_loss: 40855.9991 - val_mean_absolute_error: 168.0314
Epoch 2391/5000
148/148 [==============================] - 0s 20us/step - loss: 19343.9570 - mean_absolute_error: 93.3485 - val_loss: 40835.4882 - val_mean_absolute_error: 167.9692
Epoch 2392/5000
148/148 [==============================] - 0s 27us/step - loss: 19335.1973 - mean_absolute_error: 93.3051 - val_loss: 40815.0159 - val_mean_absolute_error: 167.9071
Epoch 2393/5000
148/148 [==============================] - 0s 27us/step - loss: 19326.4629 - mean_absolute_error: 93.2616 - val_loss: 40794.5706 - val_mean_absolute_error: 167.8450
Epoch 2394/5000
148/148 [==============================] - 0s 34us/step - loss: 19317.7441 - mean_absolute_error: 93.2182 - val_loss: 40774.1523 - val_mean_absolute_error: 167.7829
Epoch 2395/5000
148/148 [==============================] - 0s 27us/step - loss: 19309.0469 - mean_absolute_error: 93.1749 - val_loss: 40753.7686 - val_mean_absolute_error: 167.7210
Epoch 2396/5000
148/148 [==============================] - 0s 27us/step - loss: 19300.3711 - mean_absolute_error: 93.1315 - val_loss: 40733.4118 - val_mean_absolute_error: 167.6590
Epoch 2397/5000
148/148 [==============================] - 0s 34us/step - loss: 19291.7109 - mean_absolute_error: 93.0883 - val_loss: 40713.0941 - val_mean_absolute_error: 167.5972
Epoch 2398/5000
148/148 [==============================] - 0s 41us/step - loss: 19283.0762 - mean_absolute_error: 93.0450 - val_loss: 40692.7952 - val_mean_absolute_error: 167.5353
Epoch 2399/5000
148/148 [==============================] - 0s 27us/step - loss: 19274.4570 - mean_absolute_error: 93.0018 - val_loss: 40672.5310 - val_mean_absolute_error: 167.4736
Epoch 2400/5000
148/148 [==============================] - 0s 20us/step - loss: 19265.8555 - mean_absolute_error: 92.9586 - val_loss: 40652.3016 - val_mean_absolute_error: 167.4118
Epoch 2401/5000
148/148 [==============================] - 0s 27us/step - loss: 19257.2773 - mean_absolute_error: 92.9155 - val_loss: 40632.0991 - val_mean_absolute_error: 167.3502
Epoch 2402/5000
148/148 [==============================] - 0s 27us/step - loss: 19248.7168 - mean_absolute_error: 92.8724 - val_loss: 40611.9235 - val_mean_absolute_error: 167.2886
Epoch 2403/5000
148/148 [==============================] - 0s 34us/step - loss: 19240.1758 - mean_absolute_error: 92.8294 - val_loss: 40591.7789 - val_mean_absolute_error: 167.2270
Epoch 2404/5000
148/148 [==============================] - 0s 27us/step - loss: 19231.6523 - mean_absolute_error: 92.7864 - val_loss: 40571.6650 - val_mean_absolute_error: 167.1655
Epoch 2405/5000
148/148 [==============================] - 0s 27us/step - loss: 19223.1504 - mean_absolute_error: 92.7434 - val_loss: 40551.5858 - val_mean_absolute_error: 167.1040
Epoch 2406/5000
148/148 [==============================] - 0s 27us/step - loss: 19214.6680 - mean_absolute_error: 92.7005 - val_loss: 40531.5336 - val_mean_absolute_error: 167.0427
Epoch 2407/5000
148/148 [==============================] - 0s 34us/step - loss: 19206.2070 - mean_absolute_error: 92.6576 - val_loss: 40511.5127 - val_mean_absolute_error: 166.9813
Epoch 2408/5000
148/148 [==============================] - 0s 34us/step - loss: 19197.7637 - mean_absolute_error: 92.6147 - val_loss: 40491.5183 - val_mean_absolute_error: 166.9201
Epoch 2409/5000
148/148 [==============================] - 0s 27us/step - loss: 19189.3398 - mean_absolute_error: 92.5719 - val_loss: 40471.5586 - val_mean_absolute_error: 166.8588
Epoch 2410/5000
148/148 [==============================] - 0s 27us/step - loss: 19180.9316 - mean_absolute_error: 92.5292 - val_loss: 40451.6259 - val_mean_absolute_error: 166.7976
Epoch 2411/5000
148/148 [==============================] - 0s 20us/step - loss: 19172.5430 - mean_absolute_error: 92.4864 - val_loss: 40431.7241 - val_mean_absolute_error: 166.7365
Epoch 2412/5000
148/148 [==============================] - 0s 27us/step - loss: 19164.1777 - mean_absolute_error: 92.4437 - val_loss: 40411.8528 - val_mean_absolute_error: 166.6754
Epoch 2413/5000
148/148 [==============================] - 0s 27us/step - loss: 19155.8301 - mean_absolute_error: 92.4011 - val_loss: 40392.0049 - val_mean_absolute_error: 166.6144
Epoch 2414/5000
148/148 [==============================] - 0s 34us/step - loss: 19147.5000 - mean_absolute_error: 92.3585 - val_loss: 40372.1998 - val_mean_absolute_error: 166.5534
Epoch 2415/5000
148/148 [==============================] - 0s 34us/step - loss: 19139.1914 - mean_absolute_error: 92.3159 - val_loss: 40352.4133 - val_mean_absolute_error: 166.4925
Epoch 2416/5000
148/148 [==============================] - 0s 27us/step - loss: 19130.9004 - mean_absolute_error: 92.2733 - val_loss: 40332.6618 - val_mean_absolute_error: 166.4317
Epoch 2417/5000
148/148 [==============================] - 0s 27us/step - loss: 19122.6270 - mean_absolute_error: 92.2308 - val_loss: 40312.9372 - val_mean_absolute_error: 166.3709
Epoch 2418/5000
148/148 [==============================] - 0s 27us/step - loss: 19114.3711 - mean_absolute_error: 92.1884 - val_loss: 40293.2396 - val_mean_absolute_error: 166.3101
Epoch 2419/5000
148/148 [==============================] - 0s 20us/step - loss: 19106.1387 - mean_absolute_error: 92.1460 - val_loss: 40273.5732 - val_mean_absolute_error: 166.2494
Epoch 2420/5000
148/148 [==============================] - 0s 41us/step - loss: 19097.9238 - mean_absolute_error: 92.1036 - val_loss: 40253.9373 - val_mean_absolute_error: 166.1888
Epoch 2421/5000
148/148 [==============================] - 0s 34us/step - loss: 19089.7266 - mean_absolute_error: 92.0612 - val_loss: 40234.3399 - val_mean_absolute_error: 166.1282
Epoch 2422/5000
148/148 [==============================] - 0s 27us/step - loss: 19081.5449 - mean_absolute_error: 92.0189 - val_loss: 40214.7618 - val_mean_absolute_error: 166.0676
Epoch 2423/5000
148/148 [==============================] - 0s 20us/step - loss: 19073.3848 - mean_absolute_error: 91.9767 - val_loss: 40195.2183 - val_mean_absolute_error: 166.0072
Epoch 2424/5000
148/148 [==============================] - 0s 20us/step - loss: 19065.2441 - mean_absolute_error: 91.9344 - val_loss: 40175.6984 - val_mean_absolute_error: 165.9467
Epoch 2425/5000
148/148 [==============================] - 0s 20us/step - loss: 19057.1230 - mean_absolute_error: 91.8925 - val_loss: 40156.2090 - val_mean_absolute_error: 165.8864
Epoch 2426/5000
148/148 [==============================] - 0s 20us/step - loss: 19049.0195 - mean_absolute_error: 91.8524 - val_loss: 40136.7542 - val_mean_absolute_error: 165.8260
Epoch 2427/5000
148/148 [==============================] - 0s 34us/step - loss: 19040.9316 - mean_absolute_error: 91.8124 - val_loss: 40117.3264 - val_mean_absolute_error: 165.7658
Epoch 2428/5000
148/148 [==============================] - 0s 34us/step - loss: 19032.8672 - mean_absolute_error: 91.7724 - val_loss: 40097.9259 - val_mean_absolute_error: 165.7056
Epoch 2429/5000
148/148 [==============================] - 0s 34us/step - loss: 19024.8184 - mean_absolute_error: 91.7324 - val_loss: 40078.5557 - val_mean_absolute_error: 165.6454
Epoch 2430/5000
148/148 [==============================] - 0s 20us/step - loss: 19016.7891 - mean_absolute_error: 91.6925 - val_loss: 40059.2089 - val_mean_absolute_error: 165.5853
Epoch 2431/5000
148/148 [==============================] - 0s 34us/step - loss: 19008.7754 - mean_absolute_error: 91.6526 - val_loss: 40039.9005 - val_mean_absolute_error: 165.5253
Epoch 2432/5000
148/148 [==============================] - 0s 34us/step - loss: 19000.7812 - mean_absolute_error: 91.6127 - val_loss: 40020.6196 - val_mean_absolute_error: 165.4653
Epoch 2433/5000
148/148 [==============================] - 0s 27us/step - loss: 18992.8066 - mean_absolute_error: 91.5729 - val_loss: 40001.3650 - val_mean_absolute_error: 165.4053
Epoch 2434/5000
148/148 [==============================] - 0s 27us/step - loss: 18984.8535 - mean_absolute_error: 91.5331 - val_loss: 39982.1415 - val_mean_absolute_error: 165.3455
Epoch 2435/5000
148/148 [==============================] - 0s 34us/step - loss: 18976.9121 - mean_absolute_error: 91.4934 - val_loss: 39962.9449 - val_mean_absolute_error: 165.2856
Epoch 2436/5000
148/148 [==============================] - 0s 27us/step - loss: 18968.9922 - mean_absolute_error: 91.4537 - val_loss: 39943.7796 - val_mean_absolute_error: 165.2259
Epoch 2437/5000
148/148 [==============================] - 0s 41us/step - loss: 18961.0918 - mean_absolute_error: 91.4140 - val_loss: 39924.6408 - val_mean_absolute_error: 165.1661
Epoch 2438/5000
148/148 [==============================] - 0s 34us/step - loss: 18953.2070 - mean_absolute_error: 91.3743 - val_loss: 39905.5329 - val_mean_absolute_error: 165.1065
Epoch 2439/5000
148/148 [==============================] - 0s 34us/step - loss: 18945.3398 - mean_absolute_error: 91.3348 - val_loss: 39886.4524 - val_mean_absolute_error: 165.0469
Epoch 2440/5000
148/148 [==============================] - 0s 27us/step - loss: 18937.4922 - mean_absolute_error: 91.2952 - val_loss: 39867.4023 - val_mean_absolute_error: 164.9873
Epoch 2441/5000
148/148 [==============================] - 0s 27us/step - loss: 18929.6621 - mean_absolute_error: 91.2557 - val_loss: 39848.3869 - val_mean_absolute_error: 164.9278
Epoch 2442/5000
148/148 [==============================] - 0s 27us/step - loss: 18921.8496 - mean_absolute_error: 91.2162 - val_loss: 39829.3873 - val_mean_absolute_error: 164.8684
Epoch 2443/5000
148/148 [==============================] - 0s 34us/step - loss: 18914.0566 - mean_absolute_error: 91.1767 - val_loss: 39810.4220 - val_mean_absolute_error: 164.8089
Epoch 2444/5000
148/148 [==============================] - 0s 27us/step - loss: 18906.2812 - mean_absolute_error: 91.1373 - val_loss: 39791.4836 - val_mean_absolute_error: 164.7496
Epoch 2445/5000
148/148 [==============================] - 0s 20us/step - loss: 18898.5215 - mean_absolute_error: 91.0979 - val_loss: 39772.5804 - val_mean_absolute_error: 164.6903
Epoch 2446/5000
148/148 [==============================] - 0s 27us/step - loss: 18890.7832 - mean_absolute_error: 91.0586 - val_loss: 39753.6997 - val_mean_absolute_error: 164.6311
Epoch 2447/5000
148/148 [==============================] - 0s 34us/step - loss: 18883.0566 - mean_absolute_error: 91.0193 - val_loss: 39734.8500 - val_mean_absolute_error: 164.5719
Epoch 2448/5000
148/148 [==============================] - 0s 27us/step - loss: 18875.3535 - mean_absolute_error: 90.9801 - val_loss: 39716.0277 - val_mean_absolute_error: 164.5128
Epoch 2449/5000
148/148 [==============================] - 0s 27us/step - loss: 18867.6660 - mean_absolute_error: 90.9408 - val_loss: 39697.2356 - val_mean_absolute_error: 164.4537
Epoch 2450/5000
148/148 [==============================] - 0s 34us/step - loss: 18859.9980 - mean_absolute_error: 90.9017 - val_loss: 39678.4669 - val_mean_absolute_error: 164.3947
Epoch 2451/5000
148/148 [==============================] - 0s 20us/step - loss: 18852.3438 - mean_absolute_error: 90.8625 - val_loss: 39659.7332 - val_mean_absolute_error: 164.3358
Epoch 2452/5000
148/148 [==============================] - 0s 27us/step - loss: 18844.7109 - mean_absolute_error: 90.8234 - val_loss: 39641.0300 - val_mean_absolute_error: 164.2769
Epoch 2453/5000
148/148 [==============================] - 0s 27us/step - loss: 18837.0938 - mean_absolute_error: 90.7843 - val_loss: 39622.3542 - val_mean_absolute_error: 164.2180
Epoch 2454/5000
148/148 [==============================] - 0s 27us/step - loss: 18829.4941 - mean_absolute_error: 90.7453 - val_loss: 39603.7010 - val_mean_absolute_error: 164.1592
Epoch 2455/5000
148/148 [==============================] - 0s 34us/step - loss: 18821.8809 - mean_absolute_error: 90.7062 - val_loss: 39585.0286 - val_mean_absolute_error: 164.1004
Epoch 2456/5000
148/148 [==============================] - 0s 34us/step - loss: 18814.2500 - mean_absolute_error: 90.6672 - val_loss: 39566.3451 - val_mean_absolute_error: 164.0415
Epoch 2457/5000
148/148 [==============================] - 0s 20us/step - loss: 18806.6309 - mean_absolute_error: 90.6281 - val_loss: 39547.6496 - val_mean_absolute_error: 163.9826
Epoch 2458/5000
148/148 [==============================] - 0s 34us/step - loss: 18799.0137 - mean_absolute_error: 90.5889 - val_loss: 39528.9466 - val_mean_absolute_error: 163.9237
Epoch 2459/5000
148/148 [==============================] - 0s 27us/step - loss: 18791.4043 - mean_absolute_error: 90.5498 - val_loss: 39510.2433 - val_mean_absolute_error: 163.8647
Epoch 2460/5000
148/148 [==============================] - 0s 20us/step - loss: 18783.8008 - mean_absolute_error: 90.5107 - val_loss: 39491.5362 - val_mean_absolute_error: 163.8057
Epoch 2461/5000
148/148 [==============================] - 0s 27us/step - loss: 18776.2090 - mean_absolute_error: 90.4716 - val_loss: 39472.8409 - val_mean_absolute_error: 163.7468
Epoch 2462/5000
148/148 [==============================] - 0s 34us/step - loss: 18768.6270 - mean_absolute_error: 90.4325 - val_loss: 39454.1377 - val_mean_absolute_error: 163.6878
Epoch 2463/5000
148/148 [==============================] - 0s 27us/step - loss: 18761.0527 - mean_absolute_error: 90.3934 - val_loss: 39435.4503 - val_mean_absolute_error: 163.6289
Epoch 2464/5000
148/148 [==============================] - 0s 27us/step - loss: 18753.4941 - mean_absolute_error: 90.3543 - val_loss: 39416.7702 - val_mean_absolute_error: 163.5700
Epoch 2465/5000
148/148 [==============================] - 0s 27us/step - loss: 18745.9414 - mean_absolute_error: 90.3152 - val_loss: 39398.1098 - val_mean_absolute_error: 163.5111
Epoch 2466/5000
148/148 [==============================] - 0s 27us/step - loss: 18738.4062 - mean_absolute_error: 90.2761 - val_loss: 39379.4490 - val_mean_absolute_error: 163.4521
Epoch 2467/5000
148/148 [==============================] - 0s 27us/step - loss: 18730.8789 - mean_absolute_error: 90.2371 - val_loss: 39360.8040 - val_mean_absolute_error: 163.3933
Epoch 2468/5000
148/148 [==============================] - 0s 20us/step - loss: 18723.3633 - mean_absolute_error: 90.1980 - val_loss: 39342.2241 - val_mean_absolute_error: 163.3345
Epoch 2469/5000
148/148 [==============================] - 0s 34us/step - loss: 18715.7812 - mean_absolute_error: 90.1589 - val_loss: 39323.6981 - val_mean_absolute_error: 163.2759
Epoch 2470/5000
148/148 [==============================] - 0s 27us/step - loss: 18708.2012 - mean_absolute_error: 90.1197 - val_loss: 39305.2341 - val_mean_absolute_error: 163.2174
Epoch 2471/5000
148/148 [==============================] - 0s 27us/step - loss: 18700.6250 - mean_absolute_error: 90.0804 - val_loss: 39286.8122 - val_mean_absolute_error: 163.1590
Epoch 2472/5000
148/148 [==============================] - 0s 27us/step - loss: 18693.0488 - mean_absolute_error: 90.0412 - val_loss: 39268.4408 - val_mean_absolute_error: 163.1008
Epoch 2473/5000
148/148 [==============================] - 0s 27us/step - loss: 18685.4766 - mean_absolute_error: 90.0019 - val_loss: 39250.1190 - val_mean_absolute_error: 163.0426
Epoch 2474/5000
148/148 [==============================] - 0s 27us/step - loss: 18677.9121 - mean_absolute_error: 89.9627 - val_loss: 39231.8363 - val_mean_absolute_error: 162.9845
Epoch 2475/5000
148/148 [==============================] - 0s 34us/step - loss: 18670.3535 - mean_absolute_error: 89.9234 - val_loss: 39213.5955 - val_mean_absolute_error: 162.9265
Epoch 2476/5000
148/148 [==============================] - 0s 34us/step - loss: 18662.8027 - mean_absolute_error: 89.8842 - val_loss: 39195.4015 - val_mean_absolute_error: 162.8686
Epoch 2477/5000
148/148 [==============================] - 0s 27us/step - loss: 18655.2637 - mean_absolute_error: 89.8449 - val_loss: 39177.2417 - val_mean_absolute_error: 162.8108
Epoch 2478/5000
148/148 [==============================] - 0s 20us/step - loss: 18647.7285 - mean_absolute_error: 89.8057 - val_loss: 39159.1131 - val_mean_absolute_error: 162.7530
Epoch 2479/5000
148/148 [==============================] - 0s 27us/step - loss: 18640.2109 - mean_absolute_error: 89.7664 - val_loss: 39141.0270 - val_mean_absolute_error: 162.6954
Epoch 2480/5000
148/148 [==============================] - 0s 20us/step - loss: 18632.7031 - mean_absolute_error: 89.7272 - val_loss: 39122.9790 - val_mean_absolute_error: 162.6378
Epoch 2481/5000
148/148 [==============================] - 0s 27us/step - loss: 18625.2051 - mean_absolute_error: 89.6881 - val_loss: 39104.9543 - val_mean_absolute_error: 162.5802
Epoch 2482/5000
148/148 [==============================] - 0s 34us/step - loss: 18617.7207 - mean_absolute_error: 89.6489 - val_loss: 39086.9679 - val_mean_absolute_error: 162.5228
Epoch 2483/5000
148/148 [==============================] - 0s 34us/step - loss: 18610.2480 - mean_absolute_error: 89.6097 - val_loss: 39069.0090 - val_mean_absolute_error: 162.4654
Epoch 2484/5000
148/148 [==============================] - 0s 20us/step - loss: 18602.7891 - mean_absolute_error: 89.5706 - val_loss: 39051.0841 - val_mean_absolute_error: 162.4080
Epoch 2485/5000
148/148 [==============================] - 0s 27us/step - loss: 18595.3457 - mean_absolute_error: 89.5315 - val_loss: 39033.1945 - val_mean_absolute_error: 162.3508
Epoch 2486/5000
148/148 [==============================] - 0s 27us/step - loss: 18587.9160 - mean_absolute_error: 89.4925 - val_loss: 39015.3199 - val_mean_absolute_error: 162.2935
Epoch 2487/5000
148/148 [==============================] - 0s 34us/step - loss: 18580.4980 - mean_absolute_error: 89.4542 - val_loss: 38997.4881 - val_mean_absolute_error: 162.2364
Epoch 2488/5000
148/148 [==============================] - 0s 27us/step - loss: 18573.1035 - mean_absolute_error: 89.4159 - val_loss: 38979.6829 - val_mean_absolute_error: 162.1793
Epoch 2489/5000
148/148 [==============================] - 0s 27us/step - loss: 18565.7109 - mean_absolute_error: 89.3776 - val_loss: 38961.8974 - val_mean_absolute_error: 162.1223
Epoch 2490/5000
148/148 [==============================] - 0s 27us/step - loss: 18558.3418 - mean_absolute_error: 89.3394 - val_loss: 38944.1427 - val_mean_absolute_error: 162.0653
Epoch 2491/5000
148/148 [==============================] - 0s 34us/step - loss: 18550.9902 - mean_absolute_error: 89.3012 - val_loss: 38926.4107 - val_mean_absolute_error: 162.0083
Epoch 2492/5000
148/148 [==============================] - 0s 27us/step - loss: 18543.6445 - mean_absolute_error: 89.2630 - val_loss: 38908.7136 - val_mean_absolute_error: 161.9514
Epoch 2493/5000
148/148 [==============================] - 0s 34us/step - loss: 18536.3223 - mean_absolute_error: 89.2249 - val_loss: 38891.0356 - val_mean_absolute_error: 161.8946
Epoch 2494/5000
148/148 [==============================] - 0s 27us/step - loss: 18529.0137 - mean_absolute_error: 89.1868 - val_loss: 38873.3850 - val_mean_absolute_error: 161.8379
Epoch 2495/5000
148/148 [==============================] - 0s 27us/step - loss: 18521.7207 - mean_absolute_error: 89.1487 - val_loss: 38855.7689 - val_mean_absolute_error: 161.7812
Epoch 2496/5000
148/148 [==============================] - 0s 20us/step - loss: 18514.4453 - mean_absolute_error: 89.1107 - val_loss: 38838.1679 - val_mean_absolute_error: 161.7245
Epoch 2497/5000
148/148 [==============================] - 0s 27us/step - loss: 18507.1816 - mean_absolute_error: 89.0727 - val_loss: 38820.5944 - val_mean_absolute_error: 161.6686
Epoch 2498/5000
148/148 [==============================] - 0s 34us/step - loss: 18499.9375 - mean_absolute_error: 89.0347 - val_loss: 38803.0517 - val_mean_absolute_error: 161.6134
Epoch 2499/5000
148/148 [==============================] - 0s 27us/step - loss: 18492.7070 - mean_absolute_error: 88.9968 - val_loss: 38785.5240 - val_mean_absolute_error: 161.5582
Epoch 2500/5000
148/148 [==============================] - 0s 27us/step - loss: 18485.4941 - mean_absolute_error: 88.9589 - val_loss: 38768.0314 - val_mean_absolute_error: 161.5031
Epoch 2501/5000
148/148 [==============================] - 0s 27us/step - loss: 18478.2988 - mean_absolute_error: 88.9210 - val_loss: 38750.5576 - val_mean_absolute_error: 161.4480
Epoch 2502/5000
148/148 [==============================] - 0s 27us/step - loss: 18471.1172 - mean_absolute_error: 88.8832 - val_loss: 38733.1113 - val_mean_absolute_error: 161.3929
Epoch 2503/5000
148/148 [==============================] - 0s 41us/step - loss: 18463.9551 - mean_absolute_error: 88.8454 - val_loss: 38715.6917 - val_mean_absolute_error: 161.3380
Epoch 2504/5000
148/148 [==============================] - 0s 27us/step - loss: 18456.8066 - mean_absolute_error: 88.8077 - val_loss: 38698.2873 - val_mean_absolute_error: 161.2830
Epoch 2505/5000
148/148 [==============================] - 0s 27us/step - loss: 18449.6758 - mean_absolute_error: 88.7700 - val_loss: 38680.9140 - val_mean_absolute_error: 161.2281
Epoch 2506/5000
148/148 [==============================] - 0s 27us/step - loss: 18442.5586 - mean_absolute_error: 88.7323 - val_loss: 38663.5563 - val_mean_absolute_error: 161.1733
Epoch 2507/5000
148/148 [==============================] - 0s 20us/step - loss: 18435.4570 - mean_absolute_error: 88.6947 - val_loss: 38646.2328 - val_mean_absolute_error: 161.1184
Epoch 2508/5000
148/148 [==============================] - 0s 27us/step - loss: 18428.3750 - mean_absolute_error: 88.6571 - val_loss: 38628.9329 - val_mean_absolute_error: 161.0637
Epoch 2509/5000
148/148 [==============================] - 0s 20us/step - loss: 18421.3066 - mean_absolute_error: 88.6196 - val_loss: 38611.6523 - val_mean_absolute_error: 161.0090
Epoch 2510/5000
148/148 [==============================] - 0s 34us/step - loss: 18414.2559 - mean_absolute_error: 88.5821 - val_loss: 38594.3944 - val_mean_absolute_error: 160.9543
Epoch 2511/5000
148/148 [==============================] - 0s 34us/step - loss: 18407.2188 - mean_absolute_error: 88.5446 - val_loss: 38577.1677 - val_mean_absolute_error: 160.8997
Epoch 2512/5000
148/148 [==============================] - 0s 27us/step - loss: 18400.2012 - mean_absolute_error: 88.5072 - val_loss: 38559.9565 - val_mean_absolute_error: 160.8452
Epoch 2513/5000
148/148 [==============================] - 0s 27us/step - loss: 18393.1973 - mean_absolute_error: 88.4698 - val_loss: 38542.7758 - val_mean_absolute_error: 160.7906
Epoch 2514/5000
148/148 [==============================] - 0s 20us/step - loss: 18386.2090 - mean_absolute_error: 88.4324 - val_loss: 38525.6143 - val_mean_absolute_error: 160.7361
Epoch 2515/5000
148/148 [==============================] - 0s 27us/step - loss: 18379.2363 - mean_absolute_error: 88.3951 - val_loss: 38508.4722 - val_mean_absolute_error: 160.6817
Epoch 2516/5000
148/148 [==============================] - 0s 20us/step - loss: 18372.2852 - mean_absolute_error: 88.3578 - val_loss: 38491.3611 - val_mean_absolute_error: 160.6274
Epoch 2517/5000
148/148 [==============================] - 0s 41us/step - loss: 18365.3438 - mean_absolute_error: 88.3206 - val_loss: 38474.2690 - val_mean_absolute_error: 160.5730
Epoch 2518/5000
148/148 [==============================] - 0s 27us/step - loss: 18358.4180 - mean_absolute_error: 88.2834 - val_loss: 38457.2042 - val_mean_absolute_error: 160.5187
Epoch 2519/5000
148/148 [==============================] - 0s 27us/step - loss: 18351.5098 - mean_absolute_error: 88.2462 - val_loss: 38440.1586 - val_mean_absolute_error: 160.4645
Epoch 2520/5000
148/148 [==============================] - 0s 34us/step - loss: 18344.6191 - mean_absolute_error: 88.2091 - val_loss: 38423.1399 - val_mean_absolute_error: 160.4103
Epoch 2521/5000
148/148 [==============================] - 0s 27us/step - loss: 18337.7441 - mean_absolute_error: 88.1720 - val_loss: 38406.1404 - val_mean_absolute_error: 160.3562
Epoch 2522/5000
148/148 [==============================] - 0s 20us/step - loss: 18330.8828 - mean_absolute_error: 88.1350 - val_loss: 38389.1720 - val_mean_absolute_error: 160.3021
Epoch 2523/5000
148/148 [==============================] - 0s 20us/step - loss: 18324.0391 - mean_absolute_error: 88.0980 - val_loss: 38372.2185 - val_mean_absolute_error: 160.2480
Epoch 2524/5000
148/148 [==============================] - 0s 27us/step - loss: 18317.2090 - mean_absolute_error: 88.0610 - val_loss: 38355.2925 - val_mean_absolute_error: 160.1940
Epoch 2525/5000
148/148 [==============================] - 0s 27us/step - loss: 18310.3945 - mean_absolute_error: 88.0240 - val_loss: 38338.3892 - val_mean_absolute_error: 160.1401
Epoch 2526/5000
148/148 [==============================] - 0s 27us/step - loss: 18303.5957 - mean_absolute_error: 87.9872 - val_loss: 38321.5055 - val_mean_absolute_error: 160.0862
Epoch 2527/5000
148/148 [==============================] - 0s 20us/step - loss: 18296.8125 - mean_absolute_error: 87.9503 - val_loss: 38304.6527 - val_mean_absolute_error: 160.0323
Epoch 2528/5000
148/148 [==============================] - 0s 20us/step - loss: 18290.0469 - mean_absolute_error: 87.9135 - val_loss: 38287.8153 - val_mean_absolute_error: 159.9785
Epoch 2529/5000
148/148 [==============================] - 0s 27us/step - loss: 18283.2949 - mean_absolute_error: 87.8767 - val_loss: 38271.0083 - val_mean_absolute_error: 159.9247
Epoch 2530/5000
148/148 [==============================] - 0s 27us/step - loss: 18276.5586 - mean_absolute_error: 87.8400 - val_loss: 38254.2208 - val_mean_absolute_error: 159.8710
Epoch 2531/5000
148/148 [==============================] - 0s 27us/step - loss: 18269.8418 - mean_absolute_error: 87.8033 - val_loss: 38237.4528 - val_mean_absolute_error: 159.8174
Epoch 2532/5000
148/148 [==============================] - 0s 20us/step - loss: 18263.1348 - mean_absolute_error: 87.7667 - val_loss: 38220.7116 - val_mean_absolute_error: 159.7638
Epoch 2533/5000
148/148 [==============================] - 0s 34us/step - loss: 18256.4434 - mean_absolute_error: 87.7301 - val_loss: 38203.9975 - val_mean_absolute_error: 159.7102
Epoch 2534/5000
148/148 [==============================] - 0s 27us/step - loss: 18249.7715 - mean_absolute_error: 87.6935 - val_loss: 38187.2984 - val_mean_absolute_error: 159.6567
Epoch 2535/5000
148/148 [==============================] - 0s 20us/step - loss: 18243.1113 - mean_absolute_error: 87.6569 - val_loss: 38170.6268 - val_mean_absolute_error: 159.6032
Epoch 2536/5000
148/148 [==============================] - 0s 27us/step - loss: 18236.4648 - mean_absolute_error: 87.6204 - val_loss: 38153.9859 - val_mean_absolute_error: 159.5498
Epoch 2537/5000
148/148 [==============================] - 0s 27us/step - loss: 18229.8379 - mean_absolute_error: 87.5840 - val_loss: 38137.3528 - val_mean_absolute_error: 159.4964
Epoch 2538/5000
148/148 [==============================] - 0s 34us/step - loss: 18223.2266 - mean_absolute_error: 87.5476 - val_loss: 38120.7544 - val_mean_absolute_error: 159.4431
Epoch 2539/5000
148/148 [==============================] - 0s 27us/step - loss: 18216.6270 - mean_absolute_error: 87.5112 - val_loss: 38104.1789 - val_mean_absolute_error: 159.3900
Epoch 2540/5000
148/148 [==============================] - 0s 27us/step - loss: 18210.0430 - mean_absolute_error: 87.4748 - val_loss: 38087.6224 - val_mean_absolute_error: 159.3380
Epoch 2541/5000
148/148 [==============================] - 0s 20us/step - loss: 18203.4727 - mean_absolute_error: 87.4385 - val_loss: 38071.0893 - val_mean_absolute_error: 159.2861
Epoch 2542/5000
148/148 [==============================] - 0s 27us/step - loss: 18196.9180 - mean_absolute_error: 87.4023 - val_loss: 38054.5795 - val_mean_absolute_error: 159.2342
Epoch 2543/5000
148/148 [==============================] - 0s 34us/step - loss: 18190.3809 - mean_absolute_error: 87.3660 - val_loss: 38038.0928 - val_mean_absolute_error: 159.1824
Epoch 2544/5000
148/148 [==============================] - 0s 27us/step - loss: 18183.8574 - mean_absolute_error: 87.3298 - val_loss: 38021.6293 - val_mean_absolute_error: 159.1306
Epoch 2545/5000
148/148 [==============================] - 0s 27us/step - loss: 18177.3457 - mean_absolute_error: 87.2937 - val_loss: 38005.1886 - val_mean_absolute_error: 159.0789
Epoch 2546/5000
148/148 [==============================] - 0s 34us/step - loss: 18170.8555 - mean_absolute_error: 87.2576 - val_loss: 37988.7634 - val_mean_absolute_error: 159.0272
Epoch 2547/5000
148/148 [==============================] - 0s 20us/step - loss: 18164.3711 - mean_absolute_error: 87.2215 - val_loss: 37972.3729 - val_mean_absolute_error: 158.9756
Epoch 2548/5000
148/148 [==============================] - 0s 27us/step - loss: 18157.9062 - mean_absolute_error: 87.1855 - val_loss: 37956.0017 - val_mean_absolute_error: 158.9240
Epoch 2549/5000
148/148 [==============================] - 0s 34us/step - loss: 18151.4570 - mean_absolute_error: 87.1495 - val_loss: 37939.6460 - val_mean_absolute_error: 158.8725
Epoch 2550/5000
148/148 [==============================] - 0s 27us/step - loss: 18145.0215 - mean_absolute_error: 87.1135 - val_loss: 37923.3213 - val_mean_absolute_error: 158.8210
Epoch 2551/5000
148/148 [==============================] - 0s 27us/step - loss: 18138.6035 - mean_absolute_error: 87.0776 - val_loss: 37907.0234 - val_mean_absolute_error: 158.7696
Epoch 2552/5000
148/148 [==============================] - 0s 20us/step - loss: 18132.1973 - mean_absolute_error: 87.0417 - val_loss: 37890.7372 - val_mean_absolute_error: 158.7181
Epoch 2553/5000
148/148 [==============================] - 0s 27us/step - loss: 18125.8047 - mean_absolute_error: 87.0059 - val_loss: 37874.4664 - val_mean_absolute_error: 158.6667
Epoch 2554/5000
148/148 [==============================] - 0s 27us/step - loss: 18119.4277 - mean_absolute_error: 86.9701 - val_loss: 37858.2223 - val_mean_absolute_error: 158.6153
Epoch 2555/5000
148/148 [==============================] - 0s 27us/step - loss: 18113.0664 - mean_absolute_error: 86.9343 - val_loss: 37842.0011 - val_mean_absolute_error: 158.5640
Epoch 2556/5000
148/148 [==============================] - 0s 34us/step - loss: 18106.7148 - mean_absolute_error: 86.8986 - val_loss: 37825.8035 - val_mean_absolute_error: 158.5127
Epoch 2557/5000
148/148 [==============================] - 0s 34us/step - loss: 18100.3809 - mean_absolute_error: 86.8629 - val_loss: 37809.6327 - val_mean_absolute_error: 158.4615
Epoch 2558/5000
148/148 [==============================] - 0s 34us/step - loss: 18094.0645 - mean_absolute_error: 86.8272 - val_loss: 37793.4852 - val_mean_absolute_error: 158.4103
Epoch 2559/5000
148/148 [==============================] - 0s 27us/step - loss: 18087.7559 - mean_absolute_error: 86.7916 - val_loss: 37777.3531 - val_mean_absolute_error: 158.3592
Epoch 2560/5000
148/148 [==============================] - 0s 20us/step - loss: 18081.4648 - mean_absolute_error: 86.7561 - val_loss: 37761.2442 - val_mean_absolute_error: 158.3081
Epoch 2561/5000
148/148 [==============================] - 0s 27us/step - loss: 18075.1895 - mean_absolute_error: 86.7205 - val_loss: 37745.1583 - val_mean_absolute_error: 158.2571
Epoch 2562/5000
148/148 [==============================] - 0s 27us/step - loss: 18068.9277 - mean_absolute_error: 86.6850 - val_loss: 37729.0646 - val_mean_absolute_error: 158.2060
Epoch 2563/5000
148/148 [==============================] - 0s 20us/step - loss: 18062.6777 - mean_absolute_error: 86.6496 - val_loss: 37712.9477 - val_mean_absolute_error: 158.1550
Epoch 2564/5000
148/148 [==============================] - 0s 27us/step - loss: 18056.4434 - mean_absolute_error: 86.6142 - val_loss: 37696.8465 - val_mean_absolute_error: 158.1040
Epoch 2565/5000
148/148 [==============================] - 0s 34us/step - loss: 18050.2266 - mean_absolute_error: 86.5788 - val_loss: 37680.7760 - val_mean_absolute_error: 158.0530
Epoch 2566/5000
148/148 [==============================] - 0s 34us/step - loss: 18044.0195 - mean_absolute_error: 86.5434 - val_loss: 37664.7210 - val_mean_absolute_error: 158.0022
Epoch 2567/5000
148/148 [==============================] - 0s 34us/step - loss: 18037.8262 - mean_absolute_error: 86.5081 - val_loss: 37648.6892 - val_mean_absolute_error: 157.9513
Epoch 2568/5000
148/148 [==============================] - 0s 27us/step - loss: 18031.6465 - mean_absolute_error: 86.4729 - val_loss: 37632.6843 - val_mean_absolute_error: 157.9005
Epoch 2569/5000
148/148 [==============================] - 0s 27us/step - loss: 18025.4824 - mean_absolute_error: 86.4376 - val_loss: 37616.7023 - val_mean_absolute_error: 157.8498
Epoch 2570/5000
148/148 [==============================] - 0s 34us/step - loss: 18019.3320 - mean_absolute_error: 86.4025 - val_loss: 37600.7398 - val_mean_absolute_error: 157.7990
Epoch 2571/5000
148/148 [==============================] - 0s 34us/step - loss: 18013.1934 - mean_absolute_error: 86.3673 - val_loss: 37584.8002 - val_mean_absolute_error: 157.7484
Epoch 2572/5000
148/148 [==============================] - 0s 27us/step - loss: 18007.0723 - mean_absolute_error: 86.3322 - val_loss: 37568.8878 - val_mean_absolute_error: 157.6978
Epoch 2573/5000
148/148 [==============================] - 0s 27us/step - loss: 18000.9629 - mean_absolute_error: 86.2971 - val_loss: 37552.9947 - val_mean_absolute_error: 157.6472
Epoch 2574/5000
148/148 [==============================] - 0s 34us/step - loss: 17994.8691 - mean_absolute_error: 86.2621 - val_loss: 37537.1208 - val_mean_absolute_error: 157.5967
Epoch 2575/5000
148/148 [==============================] - 0s 34us/step - loss: 17988.7871 - mean_absolute_error: 86.2271 - val_loss: 37521.2738 - val_mean_absolute_error: 157.5462
Epoch 2576/5000
148/148 [==============================] - 0s 20us/step - loss: 17982.7188 - mean_absolute_error: 86.1921 - val_loss: 37505.4461 - val_mean_absolute_error: 157.4958
Epoch 2577/5000
148/148 [==============================] - 0s 41us/step - loss: 17976.6660 - mean_absolute_error: 86.1572 - val_loss: 37489.6417 - val_mean_absolute_error: 157.4454
Epoch 2578/5000
148/148 [==============================] - 0s 27us/step - loss: 17970.6250 - mean_absolute_error: 86.1223 - val_loss: 37473.8601 - val_mean_absolute_error: 157.3951
Epoch 2579/5000
148/148 [==============================] - 0s 27us/step - loss: 17964.5977 - mean_absolute_error: 86.0875 - val_loss: 37458.1019 - val_mean_absolute_error: 157.3448
Epoch 2580/5000
148/148 [==============================] - 0s 27us/step - loss: 17958.5840 - mean_absolute_error: 86.0527 - val_loss: 37442.3668 - val_mean_absolute_error: 157.2946
Epoch 2581/5000
148/148 [==============================] - 0s 27us/step - loss: 17952.5820 - mean_absolute_error: 86.0179 - val_loss: 37426.6509 - val_mean_absolute_error: 157.2444
Epoch 2582/5000
148/148 [==============================] - 0s 27us/step - loss: 17946.5977 - mean_absolute_error: 85.9832 - val_loss: 37410.9582 - val_mean_absolute_error: 157.1943
Epoch 2583/5000
148/148 [==============================] - 0s 27us/step - loss: 17940.6230 - mean_absolute_error: 85.9485 - val_loss: 37395.2886 - val_mean_absolute_error: 157.1442
Epoch 2584/5000
148/148 [==============================] - 0s 34us/step - loss: 17934.6621 - mean_absolute_error: 85.9138 - val_loss: 37379.6420 - val_mean_absolute_error: 157.0942
Epoch 2585/5000
148/148 [==============================] - 0s 27us/step - loss: 17928.7188 - mean_absolute_error: 85.8792 - val_loss: 37364.0225 - val_mean_absolute_error: 157.0442
Epoch 2586/5000
148/148 [==============================] - 0s 27us/step - loss: 17922.7832 - mean_absolute_error: 85.8446 - val_loss: 37348.4182 - val_mean_absolute_error: 156.9943
Epoch 2587/5000
148/148 [==============================] - 0s 27us/step - loss: 17916.8633 - mean_absolute_error: 85.8101 - val_loss: 37332.8373 - val_mean_absolute_error: 156.9444
Epoch 2588/5000
148/148 [==============================] - 0s 27us/step - loss: 17910.9590 - mean_absolute_error: 85.7756 - val_loss: 37317.2409 - val_mean_absolute_error: 156.8945
Epoch 2589/5000
148/148 [==============================] - 0s 20us/step - loss: 17905.0645 - mean_absolute_error: 85.7412 - val_loss: 37301.6215 - val_mean_absolute_error: 156.8446
Epoch 2590/5000
148/148 [==============================] - 0s 34us/step - loss: 17899.1816 - mean_absolute_error: 85.7077 - val_loss: 37286.0210 - val_mean_absolute_error: 156.7947
Epoch 2591/5000
148/148 [==============================] - 0s 27us/step - loss: 17893.3184 - mean_absolute_error: 85.6742 - val_loss: 37270.4478 - val_mean_absolute_error: 156.7449
Epoch 2592/5000
148/148 [==============================] - 0s 27us/step - loss: 17887.4609 - mean_absolute_error: 85.6408 - val_loss: 37254.8975 - val_mean_absolute_error: 156.6952
Epoch 2593/5000
148/148 [==============================] - 0s 27us/step - loss: 17881.6211 - mean_absolute_error: 85.6074 - val_loss: 37239.3590 - val_mean_absolute_error: 156.6455
Epoch 2594/5000
148/148 [==============================] - 0s 34us/step - loss: 17875.7930 - mean_absolute_error: 85.5747 - val_loss: 37223.8512 - val_mean_absolute_error: 156.5958
Epoch 2595/5000
148/148 [==============================] - 0s 34us/step - loss: 17869.9785 - mean_absolute_error: 85.5423 - val_loss: 37208.3671 - val_mean_absolute_error: 156.5462
Epoch 2596/5000
148/148 [==============================] - 0s 20us/step - loss: 17864.1797 - mean_absolute_error: 85.5099 - val_loss: 37192.9056 - val_mean_absolute_error: 156.4966
Epoch 2597/5000
148/148 [==============================] - 0s 27us/step - loss: 17858.3887 - mean_absolute_error: 85.4778 - val_loss: 37177.4557 - val_mean_absolute_error: 156.4471
Epoch 2598/5000
148/148 [==============================] - 0s 27us/step - loss: 17852.6133 - mean_absolute_error: 85.4459 - val_loss: 37162.0365 - val_mean_absolute_error: 156.3976
Epoch 2599/5000
148/148 [==============================] - 0s 27us/step - loss: 17846.8496 - mean_absolute_error: 85.4140 - val_loss: 37146.6365 - val_mean_absolute_error: 156.3482
Epoch 2600/5000
148/148 [==============================] - 0s 27us/step - loss: 17841.0977 - mean_absolute_error: 85.3827 - val_loss: 37131.2636 - val_mean_absolute_error: 156.2989
Epoch 2601/5000
148/148 [==============================] - 0s 27us/step - loss: 17835.3613 - mean_absolute_error: 85.3519 - val_loss: 37115.9024 - val_mean_absolute_error: 156.2496
Epoch 2602/5000
148/148 [==============================] - 0s 27us/step - loss: 17829.6367 - mean_absolute_error: 85.3211 - val_loss: 37100.5720 - val_mean_absolute_error: 156.2003
Epoch 2603/5000
148/148 [==============================] - 0s 27us/step - loss: 17823.9238 - mean_absolute_error: 85.2903 - val_loss: 37085.2570 - val_mean_absolute_error: 156.1511
Epoch 2604/5000
148/148 [==============================] - 0s 27us/step - loss: 17818.2246 - mean_absolute_error: 85.2596 - val_loss: 37069.9730 - val_mean_absolute_error: 156.1019
Epoch 2605/5000
148/148 [==============================] - 0s 34us/step - loss: 17812.5391 - mean_absolute_error: 85.2289 - val_loss: 37054.7043 - val_mean_absolute_error: 156.0528
Epoch 2606/5000
148/148 [==============================] - 0s 27us/step - loss: 17806.8652 - mean_absolute_error: 85.1982 - val_loss: 37039.4392 - val_mean_absolute_error: 156.0037
Epoch 2607/5000
148/148 [==============================] - 0s 27us/step - loss: 17801.2031 - mean_absolute_error: 85.1676 - val_loss: 37024.1897 - val_mean_absolute_error: 155.9546
Epoch 2608/5000
148/148 [==============================] - 0s 20us/step - loss: 17795.5547 - mean_absolute_error: 85.1369 - val_loss: 37008.9672 - val_mean_absolute_error: 155.9056
Epoch 2609/5000
148/148 [==============================] - 0s 27us/step - loss: 17789.9160 - mean_absolute_error: 85.1064 - val_loss: 36993.7640 - val_mean_absolute_error: 155.8566
Epoch 2610/5000
148/148 [==============================] - 0s 27us/step - loss: 17784.2930 - mean_absolute_error: 85.0758 - val_loss: 36978.5798 - val_mean_absolute_error: 155.8077
Epoch 2611/5000
148/148 [==============================] - 0s 27us/step - loss: 17778.6816 - mean_absolute_error: 85.0453 - val_loss: 36963.4269 - val_mean_absolute_error: 155.7588
Epoch 2612/5000
148/148 [==============================] - 0s 27us/step - loss: 17773.0840 - mean_absolute_error: 85.0148 - val_loss: 36948.2892 - val_mean_absolute_error: 155.7099
Epoch 2613/5000
148/148 [==============================] - 0s 34us/step - loss: 17767.4961 - mean_absolute_error: 84.9843 - val_loss: 36933.1746 - val_mean_absolute_error: 155.6612
Epoch 2614/5000
148/148 [==============================] - 0s 27us/step - loss: 17761.9219 - mean_absolute_error: 84.9539 - val_loss: 36918.0793 - val_mean_absolute_error: 155.6124
Epoch 2615/5000
148/148 [==============================] - 0s 27us/step - loss: 17756.3594 - mean_absolute_error: 84.9235 - val_loss: 36903.0071 - val_mean_absolute_error: 155.5638
Epoch 2616/5000
148/148 [==============================] - 0s 27us/step - loss: 17750.8086 - mean_absolute_error: 84.8931 - val_loss: 36887.9079 - val_mean_absolute_error: 155.5151
Epoch 2617/5000
148/148 [==============================] - 0s 20us/step - loss: 17745.2695 - mean_absolute_error: 84.8628 - val_loss: 36872.8282 - val_mean_absolute_error: 155.4664
Epoch 2618/5000
148/148 [==============================] - 0s 34us/step - loss: 17739.7461 - mean_absolute_error: 84.8325 - val_loss: 36857.7676 - val_mean_absolute_error: 155.4178
Epoch 2619/5000
148/148 [==============================] - 0s 34us/step - loss: 17734.2344 - mean_absolute_error: 84.8022 - val_loss: 36842.7260 - val_mean_absolute_error: 155.3693
Epoch 2620/5000
148/148 [==============================] - 0s 20us/step - loss: 17728.7324 - mean_absolute_error: 84.7719 - val_loss: 36827.7001 - val_mean_absolute_error: 155.3208
Epoch 2621/5000
148/148 [==============================] - 0s 20us/step - loss: 17723.2441 - mean_absolute_error: 84.7417 - val_loss: 36812.7089 - val_mean_absolute_error: 155.2723
Epoch 2622/5000
148/148 [==============================] - 0s 27us/step - loss: 17717.7656 - mean_absolute_error: 84.7115 - val_loss: 36797.7373 - val_mean_absolute_error: 155.2239
Epoch 2623/5000
148/148 [==============================] - 0s 20us/step - loss: 17712.3047 - mean_absolute_error: 84.6814 - val_loss: 36782.7805 - val_mean_absolute_error: 155.1757
Epoch 2624/5000
148/148 [==============================] - 0s 20us/step - loss: 17706.8496 - mean_absolute_error: 84.6512 - val_loss: 36767.8548 - val_mean_absolute_error: 155.1284
Epoch 2625/5000
148/148 [==============================] - 0s 27us/step - loss: 17701.4043 - mean_absolute_error: 84.6211 - val_loss: 36752.9520 - val_mean_absolute_error: 155.0812
Epoch 2626/5000
148/148 [==============================] - 0s 27us/step - loss: 17695.9707 - mean_absolute_error: 84.5910 - val_loss: 36738.0841 - val_mean_absolute_error: 155.0340
Epoch 2627/5000
148/148 [==============================] - 0s 27us/step - loss: 17690.5488 - mean_absolute_error: 84.5609 - val_loss: 36723.2397 - val_mean_absolute_error: 154.9869
Epoch 2628/5000
148/148 [==============================] - 0s 27us/step - loss: 17685.1426 - mean_absolute_error: 84.5309 - val_loss: 36708.4255 - val_mean_absolute_error: 154.9398
Epoch 2629/5000
148/148 [==============================] - 0s 20us/step - loss: 17679.7441 - mean_absolute_error: 84.5009 - val_loss: 36693.6270 - val_mean_absolute_error: 154.8928
Epoch 2630/5000
148/148 [==============================] - 0s 27us/step - loss: 17674.3535 - mean_absolute_error: 84.4709 - val_loss: 36678.8629 - val_mean_absolute_error: 154.8459
Epoch 2631/5000
148/148 [==============================] - 0s 27us/step - loss: 17668.9805 - mean_absolute_error: 84.4409 - val_loss: 36664.1188 - val_mean_absolute_error: 154.7990
Epoch 2632/5000
148/148 [==============================] - 0s 27us/step - loss: 17663.6172 - mean_absolute_error: 84.4110 - val_loss: 36649.4050 - val_mean_absolute_error: 154.7521
Epoch 2633/5000
148/148 [==============================] - 0s 41us/step - loss: 17658.2637 - mean_absolute_error: 84.3811 - val_loss: 36634.7028 - val_mean_absolute_error: 154.7053
Epoch 2634/5000
148/148 [==============================] - 0s 27us/step - loss: 17652.9219 - mean_absolute_error: 84.3513 - val_loss: 36620.0315 - val_mean_absolute_error: 154.6586
Epoch 2635/5000
148/148 [==============================] - 0s 27us/step - loss: 17647.5918 - mean_absolute_error: 84.3214 - val_loss: 36605.3875 - val_mean_absolute_error: 154.6119
Epoch 2636/5000
148/148 [==============================] - 0s 27us/step - loss: 17642.2773 - mean_absolute_error: 84.2916 - val_loss: 36590.7583 - val_mean_absolute_error: 154.5653
Epoch 2637/5000
148/148 [==============================] - 0s 27us/step - loss: 17636.9688 - mean_absolute_error: 84.2618 - val_loss: 36576.1523 - val_mean_absolute_error: 154.5189
Epoch 2638/5000
148/148 [==============================] - 0s 27us/step - loss: 17631.6719 - mean_absolute_error: 84.2321 - val_loss: 36561.5696 - val_mean_absolute_error: 154.4730
Epoch 2639/5000
148/148 [==============================] - 0s 27us/step - loss: 17626.3906 - mean_absolute_error: 84.2024 - val_loss: 36547.0181 - val_mean_absolute_error: 154.4273
Epoch 2640/5000
148/148 [==============================] - 0s 20us/step - loss: 17621.1191 - mean_absolute_error: 84.1729 - val_loss: 36532.4817 - val_mean_absolute_error: 154.3815
Epoch 2641/5000
148/148 [==============================] - 0s 27us/step - loss: 17615.8555 - mean_absolute_error: 84.1446 - val_loss: 36517.9681 - val_mean_absolute_error: 154.3358
Epoch 2642/5000
148/148 [==============================] - 0s 27us/step - loss: 17610.6055 - mean_absolute_error: 84.1165 - val_loss: 36503.4745 - val_mean_absolute_error: 154.2902
Epoch 2643/5000
148/148 [==============================] - 0s 27us/step - loss: 17605.3691 - mean_absolute_error: 84.0883 - val_loss: 36489.0033 - val_mean_absolute_error: 154.2447
Epoch 2644/5000
148/148 [==============================] - 0s 27us/step - loss: 17600.1445 - mean_absolute_error: 84.0602 - val_loss: 36474.5555 - val_mean_absolute_error: 154.1991
Epoch 2645/5000
148/148 [==============================] - 0s 34us/step - loss: 17594.9277 - mean_absolute_error: 84.0321 - val_loss: 36460.1270 - val_mean_absolute_error: 154.1536
Epoch 2646/5000
148/148 [==============================] - 0s 27us/step - loss: 17589.7227 - mean_absolute_error: 84.0040 - val_loss: 36445.7179 - val_mean_absolute_error: 154.1081
Epoch 2647/5000
148/148 [==============================] - 0s 27us/step - loss: 17584.5312 - mean_absolute_error: 83.9760 - val_loss: 36431.3356 - val_mean_absolute_error: 154.0628
Epoch 2648/5000
148/148 [==============================] - 0s 34us/step - loss: 17579.3477 - mean_absolute_error: 83.9480 - val_loss: 36416.9685 - val_mean_absolute_error: 154.0174
Epoch 2649/5000
148/148 [==============================] - 0s 27us/step - loss: 17574.1797 - mean_absolute_error: 83.9200 - val_loss: 36402.6291 - val_mean_absolute_error: 153.9721
Epoch 2650/5000
148/148 [==============================] - 0s 27us/step - loss: 17569.0195 - mean_absolute_error: 83.8921 - val_loss: 36388.3046 - val_mean_absolute_error: 153.9269
Epoch 2651/5000
148/148 [==============================] - 0s 34us/step - loss: 17563.8711 - mean_absolute_error: 83.8641 - val_loss: 36374.0032 - val_mean_absolute_error: 153.8816
Epoch 2652/5000
148/148 [==============================] - 0s 34us/step - loss: 17558.7344 - mean_absolute_error: 83.8362 - val_loss: 36359.7214 - val_mean_absolute_error: 153.8365
Epoch 2653/5000
148/148 [==============================] - 0s 27us/step - loss: 17553.6074 - mean_absolute_error: 83.8084 - val_loss: 36345.4585 - val_mean_absolute_error: 153.7914
Epoch 2654/5000
148/148 [==============================] - 0s 27us/step - loss: 17548.4941 - mean_absolute_error: 83.7805 - val_loss: 36331.2186 - val_mean_absolute_error: 153.7463
Epoch 2655/5000
148/148 [==============================] - 0s 34us/step - loss: 17543.3906 - mean_absolute_error: 83.7527 - val_loss: 36317.0025 - val_mean_absolute_error: 153.7013
Epoch 2656/5000
148/148 [==============================] - 0s 20us/step - loss: 17538.2969 - mean_absolute_error: 83.7249 - val_loss: 36302.8052 - val_mean_absolute_error: 153.6563
Epoch 2657/5000
148/148 [==============================] - 0s 20us/step - loss: 17533.2129 - mean_absolute_error: 83.6972 - val_loss: 36288.6195 - val_mean_absolute_error: 153.6114
Epoch 2658/5000
148/148 [==============================] - 0s 20us/step - loss: 17528.1445 - mean_absolute_error: 83.6695 - val_loss: 36274.4611 - val_mean_absolute_error: 153.5665
Epoch 2659/5000
148/148 [==============================] - 0s 34us/step - loss: 17523.0840 - mean_absolute_error: 83.6418 - val_loss: 36260.3253 - val_mean_absolute_error: 153.5217
Epoch 2660/5000
148/148 [==============================] - 0s 34us/step - loss: 17518.0352 - mean_absolute_error: 83.6141 - val_loss: 36246.2051 - val_mean_absolute_error: 153.4769
Epoch 2661/5000
148/148 [==============================] - 0s 27us/step - loss: 17512.9961 - mean_absolute_error: 83.5864 - val_loss: 36232.1082 - val_mean_absolute_error: 153.4325
Epoch 2662/5000
148/148 [==============================] - 0s 27us/step - loss: 17507.9688 - mean_absolute_error: 83.5588 - val_loss: 36218.0304 - val_mean_absolute_error: 153.3888
Epoch 2663/5000
148/148 [==============================] - 0s 27us/step - loss: 17502.9492 - mean_absolute_error: 83.5312 - val_loss: 36203.9761 - val_mean_absolute_error: 153.3452
Epoch 2664/5000
148/148 [==============================] - 0s 27us/step - loss: 17497.9375 - mean_absolute_error: 83.5036 - val_loss: 36189.9367 - val_mean_absolute_error: 153.3016
Epoch 2665/5000
148/148 [==============================] - 0s 27us/step - loss: 17492.9355 - mean_absolute_error: 83.4760 - val_loss: 36175.9205 - val_mean_absolute_error: 153.2580
Epoch 2666/5000
148/148 [==============================] - 0s 34us/step - loss: 17487.9434 - mean_absolute_error: 83.4484 - val_loss: 36161.9239 - val_mean_absolute_error: 153.2145
Epoch 2667/5000
148/148 [==============================] - 0s 27us/step - loss: 17482.9648 - mean_absolute_error: 83.4209 - val_loss: 36147.9463 - val_mean_absolute_error: 153.1711
Epoch 2668/5000
148/148 [==============================] - 0s 27us/step - loss: 17477.9941 - mean_absolute_error: 83.3933 - val_loss: 36133.9802 - val_mean_absolute_error: 153.1276
Epoch 2669/5000
148/148 [==============================] - 0s 34us/step - loss: 17473.0312 - mean_absolute_error: 83.3666 - val_loss: 36120.0144 - val_mean_absolute_error: 153.0842
Epoch 2670/5000
148/148 [==============================] - 0s 20us/step - loss: 17468.0820 - mean_absolute_error: 83.3400 - val_loss: 36106.0599 - val_mean_absolute_error: 153.0409
Epoch 2671/5000
148/148 [==============================] - 0s 27us/step - loss: 17463.1426 - mean_absolute_error: 83.3134 - val_loss: 36092.1403 - val_mean_absolute_error: 152.9975
Epoch 2672/5000
148/148 [==============================] - 0s 27us/step - loss: 17458.2109 - mean_absolute_error: 83.2869 - val_loss: 36078.2244 - val_mean_absolute_error: 152.9543
Epoch 2673/5000
148/148 [==============================] - 0s 27us/step - loss: 17453.2930 - mean_absolute_error: 83.2604 - val_loss: 36064.3393 - val_mean_absolute_error: 152.9110
Epoch 2674/5000
148/148 [==============================] - 0s 27us/step - loss: 17448.3809 - mean_absolute_error: 83.2339 - val_loss: 36050.4739 - val_mean_absolute_error: 152.8678
Epoch 2675/5000
148/148 [==============================] - 0s 34us/step - loss: 17443.4805 - mean_absolute_error: 83.2074 - val_loss: 36036.6194 - val_mean_absolute_error: 152.8247
Epoch 2676/5000
148/148 [==============================] - 0s 27us/step - loss: 17438.5938 - mean_absolute_error: 83.1810 - val_loss: 36022.7961 - val_mean_absolute_error: 152.7816
Epoch 2677/5000
148/148 [==============================] - 0s 27us/step - loss: 17433.7129 - mean_absolute_error: 83.1553 - val_loss: 36008.9804 - val_mean_absolute_error: 152.7385
Epoch 2678/5000
148/148 [==============================] - 0s 27us/step - loss: 17428.8438 - mean_absolute_error: 83.1295 - val_loss: 35995.1921 - val_mean_absolute_error: 152.6955
Epoch 2679/5000
148/148 [==============================] - 0s 27us/step - loss: 17423.9863 - mean_absolute_error: 83.1037 - val_loss: 35981.4226 - val_mean_absolute_error: 152.6525
Epoch 2680/5000
148/148 [==============================] - 0s 34us/step - loss: 17419.1348 - mean_absolute_error: 83.0780 - val_loss: 35967.6724 - val_mean_absolute_error: 152.6096
Epoch 2681/5000
148/148 [==============================] - 0s 27us/step - loss: 17414.2988 - mean_absolute_error: 83.0523 - val_loss: 35953.9453 - val_mean_absolute_error: 152.5667
Epoch 2682/5000
148/148 [==============================] - 0s 34us/step - loss: 17409.4688 - mean_absolute_error: 83.0267 - val_loss: 35940.2259 - val_mean_absolute_error: 152.5238
Epoch 2683/5000
148/148 [==============================] - 0s 27us/step - loss: 17404.6523 - mean_absolute_error: 83.0010 - val_loss: 35926.5070 - val_mean_absolute_error: 152.4819
Epoch 2684/5000
148/148 [==============================] - 0s 20us/step - loss: 17399.8438 - mean_absolute_error: 82.9754 - val_loss: 35912.7568 - val_mean_absolute_error: 152.4400
Epoch 2685/5000
148/148 [==============================] - 0s 27us/step - loss: 17395.0449 - mean_absolute_error: 82.9498 - val_loss: 35899.0263 - val_mean_absolute_error: 152.3982
Epoch 2686/5000
148/148 [==============================] - 0s 34us/step - loss: 17390.2207 - mean_absolute_error: 82.9241 - val_loss: 35885.3529 - val_mean_absolute_error: 152.3572
Epoch 2687/5000
148/148 [==============================] - 0s 34us/step - loss: 17385.3652 - mean_absolute_error: 82.8985 - val_loss: 35871.7342 - val_mean_absolute_error: 152.3167
Epoch 2688/5000
148/148 [==============================] - 0s 27us/step - loss: 17380.5059 - mean_absolute_error: 82.8728 - val_loss: 35858.1341 - val_mean_absolute_error: 152.2763
Epoch 2689/5000
148/148 [==============================] - 0s 27us/step - loss: 17375.6406 - mean_absolute_error: 82.8471 - val_loss: 35844.5577 - val_mean_absolute_error: 152.2359
Epoch 2690/5000
148/148 [==============================] - 0s 27us/step - loss: 17370.7793 - mean_absolute_error: 82.8214 - val_loss: 35831.0195 - val_mean_absolute_error: 152.1956
Epoch 2691/5000
148/148 [==============================] - 0s 27us/step - loss: 17365.9180 - mean_absolute_error: 82.7958 - val_loss: 35817.5273 - val_mean_absolute_error: 152.1554
Epoch 2692/5000
148/148 [==============================] - 0s 27us/step - loss: 17361.0566 - mean_absolute_error: 82.7702 - val_loss: 35804.0781 - val_mean_absolute_error: 152.1154
Epoch 2693/5000
148/148 [==============================] - 0s 20us/step - loss: 17356.2031 - mean_absolute_error: 82.7446 - val_loss: 35790.6438 - val_mean_absolute_error: 152.0754
Epoch 2694/5000
148/148 [==============================] - 0s 27us/step - loss: 17351.3457 - mean_absolute_error: 82.7190 - val_loss: 35777.2408 - val_mean_absolute_error: 152.0354
Epoch 2695/5000
148/148 [==============================] - 0s 27us/step - loss: 17346.5020 - mean_absolute_error: 82.6934 - val_loss: 35763.8606 - val_mean_absolute_error: 151.9956
Epoch 2696/5000
148/148 [==============================] - 0s 34us/step - loss: 17341.6562 - mean_absolute_error: 82.6679 - val_loss: 35750.5192 - val_mean_absolute_error: 151.9558
Epoch 2697/5000
148/148 [==============================] - 0s 27us/step - loss: 17336.8223 - mean_absolute_error: 82.6423 - val_loss: 35737.2006 - val_mean_absolute_error: 151.9161
Epoch 2698/5000
148/148 [==============================] - 0s 27us/step - loss: 17331.9902 - mean_absolute_error: 82.6168 - val_loss: 35723.9247 - val_mean_absolute_error: 151.8764
Epoch 2699/5000
148/148 [==============================] - 0s 27us/step - loss: 17327.1660 - mean_absolute_error: 82.5914 - val_loss: 35710.6601 - val_mean_absolute_error: 151.8368
Epoch 2700/5000
148/148 [==============================] - 0s 14us/step - loss: 17322.3457 - mean_absolute_error: 82.5659 - val_loss: 35697.4345 - val_mean_absolute_error: 151.7973
Epoch 2701/5000
148/148 [==============================] - 0s 27us/step - loss: 17317.5391 - mean_absolute_error: 82.5405 - val_loss: 35684.2277 - val_mean_absolute_error: 151.7578
Epoch 2702/5000
148/148 [==============================] - 0s 27us/step - loss: 17312.7324 - mean_absolute_error: 82.5151 - val_loss: 35671.0443 - val_mean_absolute_error: 151.7184
Epoch 2703/5000
148/148 [==============================] - 0s 34us/step - loss: 17307.9375 - mean_absolute_error: 82.4897 - val_loss: 35657.8874 - val_mean_absolute_error: 151.6791
Epoch 2704/5000
148/148 [==============================] - 0s 27us/step - loss: 17303.1523 - mean_absolute_error: 82.4643 - val_loss: 35644.7581 - val_mean_absolute_error: 151.6398
Epoch 2705/5000
148/148 [==============================] - 0s 34us/step - loss: 17298.3730 - mean_absolute_error: 82.4390 - val_loss: 35631.6361 - val_mean_absolute_error: 151.6006
Epoch 2706/5000
148/148 [==============================] - 0s 20us/step - loss: 17293.6016 - mean_absolute_error: 82.4137 - val_loss: 35618.5493 - val_mean_absolute_error: 151.5614
Epoch 2707/5000
148/148 [==============================] - 0s 27us/step - loss: 17288.8398 - mean_absolute_error: 82.3884 - val_loss: 35605.4774 - val_mean_absolute_error: 151.5222
Epoch 2708/5000
148/148 [==============================] - 0s 81us/step - loss: 17284.0859 - mean_absolute_error: 82.3631 - val_loss: 35592.4286 - val_mean_absolute_error: 151.4830
Epoch 2709/5000
148/148 [==============================] - 0s 27us/step - loss: 17279.3418 - mean_absolute_error: 82.3379 - val_loss: 35579.3957 - val_mean_absolute_error: 151.4439
Epoch 2710/5000
148/148 [==============================] - 0s 34us/step - loss: 17274.6055 - mean_absolute_error: 82.3126 - val_loss: 35566.3817 - val_mean_absolute_error: 151.4047
Epoch 2711/5000
148/148 [==============================] - 0s 20us/step - loss: 17269.8789 - mean_absolute_error: 82.2874 - val_loss: 35553.3911 - val_mean_absolute_error: 151.3657
Epoch 2712/5000
148/148 [==============================] - 0s 27us/step - loss: 17265.1602 - mean_absolute_error: 82.2623 - val_loss: 35540.4193 - val_mean_absolute_error: 151.3267
Epoch 2713/5000
148/148 [==============================] - 0s 34us/step - loss: 17260.4551 - mean_absolute_error: 82.2371 - val_loss: 35527.4671 - val_mean_absolute_error: 151.2877
Epoch 2714/5000
148/148 [==============================] - 0s 27us/step - loss: 17255.7559 - mean_absolute_error: 82.2120 - val_loss: 35514.5263 - val_mean_absolute_error: 151.2488
Epoch 2715/5000
148/148 [==============================] - 0s 20us/step - loss: 17251.0625 - mean_absolute_error: 82.1869 - val_loss: 35501.6051 - val_mean_absolute_error: 151.2099
Epoch 2716/5000
148/148 [==============================] - 0s 20us/step - loss: 17246.3828 - mean_absolute_error: 82.1618 - val_loss: 35488.7109 - val_mean_absolute_error: 151.1710
Epoch 2717/5000
148/148 [==============================] - 0s 41us/step - loss: 17241.7129 - mean_absolute_error: 82.1367 - val_loss: 35475.8277 - val_mean_absolute_error: 151.1322
Epoch 2718/5000
148/148 [==============================] - 0s 34us/step - loss: 17237.0488 - mean_absolute_error: 82.1117 - val_loss: 35462.9642 - val_mean_absolute_error: 151.0934
Epoch 2719/5000
148/148 [==============================] - 0s 41us/step - loss: 17232.3965 - mean_absolute_error: 82.0867 - val_loss: 35450.1158 - val_mean_absolute_error: 151.0547
Epoch 2720/5000
148/148 [==============================] - 0s 27us/step - loss: 17227.7520 - mean_absolute_error: 82.0617 - val_loss: 35437.2910 - val_mean_absolute_error: 151.0160
Epoch 2721/5000
148/148 [==============================] - 0s 20us/step - loss: 17223.1211 - mean_absolute_error: 82.0367 - val_loss: 35424.4774 - val_mean_absolute_error: 150.9773
Epoch 2722/5000
148/148 [==============================] - 0s 27us/step - loss: 17218.4941 - mean_absolute_error: 82.0118 - val_loss: 35411.6794 - val_mean_absolute_error: 150.9387
Epoch 2723/5000
148/148 [==============================] - 0s 27us/step - loss: 17213.8789 - mean_absolute_error: 81.9869 - val_loss: 35398.9006 - val_mean_absolute_error: 150.9001
Epoch 2724/5000
148/148 [==============================] - 0s 20us/step - loss: 17209.2754 - mean_absolute_error: 81.9620 - val_loss: 35386.1371 - val_mean_absolute_error: 150.8615
Epoch 2725/5000
148/148 [==============================] - 0s 20us/step - loss: 17204.6797 - mean_absolute_error: 81.9371 - val_loss: 35373.3932 - val_mean_absolute_error: 150.8230
Epoch 2726/5000
148/148 [==============================] - 0s 34us/step - loss: 17200.0938 - mean_absolute_error: 81.9123 - val_loss: 35360.6644 - val_mean_absolute_error: 150.7845
Epoch 2727/5000
148/148 [==============================] - 0s 27us/step - loss: 17195.5156 - mean_absolute_error: 81.8875 - val_loss: 35347.9511 - val_mean_absolute_error: 150.7461
Epoch 2728/5000
148/148 [==============================] - 0s 20us/step - loss: 17190.9473 - mean_absolute_error: 81.8627 - val_loss: 35335.2649 - val_mean_absolute_error: 150.7077
Epoch 2729/5000
148/148 [==============================] - 0s 27us/step - loss: 17186.3867 - mean_absolute_error: 81.8379 - val_loss: 35322.5823 - val_mean_absolute_error: 150.6693
Epoch 2730/5000
148/148 [==============================] - 0s 34us/step - loss: 17181.8359 - mean_absolute_error: 81.8131 - val_loss: 35309.9194 - val_mean_absolute_error: 150.6310
Epoch 2731/5000
148/148 [==============================] - 0s 27us/step - loss: 17177.2988 - mean_absolute_error: 81.7884 - val_loss: 35297.2712 - val_mean_absolute_error: 150.5926
Epoch 2732/5000
148/148 [==============================] - 0s 20us/step - loss: 17172.7676 - mean_absolute_error: 81.7637 - val_loss: 35284.6392 - val_mean_absolute_error: 150.5544
Epoch 2733/5000
148/148 [==============================] - 0s 27us/step - loss: 17168.2441 - mean_absolute_error: 81.7391 - val_loss: 35272.0261 - val_mean_absolute_error: 150.5161
Epoch 2734/5000
148/148 [==============================] - 0s 34us/step - loss: 17163.7344 - mean_absolute_error: 81.7144 - val_loss: 35259.4283 - val_mean_absolute_error: 150.4779
Epoch 2735/5000
148/148 [==============================] - 0s 34us/step - loss: 17159.2305 - mean_absolute_error: 81.6898 - val_loss: 35246.8464 - val_mean_absolute_error: 150.4398
Epoch 2736/5000
148/148 [==============================] - 0s 27us/step - loss: 17154.7383 - mean_absolute_error: 81.6652 - val_loss: 35234.2834 - val_mean_absolute_error: 150.4016
Epoch 2737/5000
148/148 [==============================] - 0s 27us/step - loss: 17150.2539 - mean_absolute_error: 81.6406 - val_loss: 35221.7317 - val_mean_absolute_error: 150.3636
Epoch 2738/5000
148/148 [==============================] - 0s 27us/step - loss: 17145.7773 - mean_absolute_error: 81.6172 - val_loss: 35209.1998 - val_mean_absolute_error: 150.3255
Epoch 2739/5000
148/148 [==============================] - 0s 27us/step - loss: 17141.3105 - mean_absolute_error: 81.5938 - val_loss: 35196.6791 - val_mean_absolute_error: 150.2874
Epoch 2740/5000
148/148 [==============================] - 0s 20us/step - loss: 17136.8535 - mean_absolute_error: 81.5705 - val_loss: 35184.1819 - val_mean_absolute_error: 150.2495
Epoch 2741/5000
148/148 [==============================] - 0s 34us/step - loss: 17132.4062 - mean_absolute_error: 81.5472 - val_loss: 35171.6963 - val_mean_absolute_error: 150.2115
Epoch 2742/5000
148/148 [==============================] - 0s 34us/step - loss: 17127.9668 - mean_absolute_error: 81.5239 - val_loss: 35159.2214 - val_mean_absolute_error: 150.1736
Epoch 2743/5000
148/148 [==============================] - 0s 27us/step - loss: 17123.5371 - mean_absolute_error: 81.5006 - val_loss: 35146.7704 - val_mean_absolute_error: 150.1357
Epoch 2744/5000
148/148 [==============================] - 0s 20us/step - loss: 17119.1152 - mean_absolute_error: 81.4774 - val_loss: 35134.3310 - val_mean_absolute_error: 150.0979
Epoch 2745/5000
148/148 [==============================] - 0s 20us/step - loss: 17114.7070 - mean_absolute_error: 81.4542 - val_loss: 35121.9067 - val_mean_absolute_error: 150.0600
Epoch 2746/5000
148/148 [==============================] - 0s 27us/step - loss: 17110.3008 - mean_absolute_error: 81.4310 - val_loss: 35109.5058 - val_mean_absolute_error: 150.0222
Epoch 2747/5000
148/148 [==============================] - 0s 27us/step - loss: 17105.9062 - mean_absolute_error: 81.4078 - val_loss: 35097.1104 - val_mean_absolute_error: 149.9845
Epoch 2748/5000
148/148 [==============================] - 0s 20us/step - loss: 17101.5215 - mean_absolute_error: 81.3847 - val_loss: 35084.7380 - val_mean_absolute_error: 149.9468
Epoch 2749/5000
148/148 [==============================] - 0s 34us/step - loss: 17097.1445 - mean_absolute_error: 81.3615 - val_loss: 35072.3757 - val_mean_absolute_error: 149.9091
Epoch 2750/5000
148/148 [==============================] - 0s 34us/step - loss: 17092.7773 - mean_absolute_error: 81.3384 - val_loss: 35060.0327 - val_mean_absolute_error: 149.8715
Epoch 2751/5000
148/148 [==============================] - 0s 27us/step - loss: 17088.4180 - mean_absolute_error: 81.3153 - val_loss: 35047.7045 - val_mean_absolute_error: 149.8339
Epoch 2752/5000
148/148 [==============================] - 0s 27us/step - loss: 17084.0684 - mean_absolute_error: 81.2923 - val_loss: 35035.3942 - val_mean_absolute_error: 149.7963
Epoch 2753/5000
148/148 [==============================] - 0s 27us/step - loss: 17079.7285 - mean_absolute_error: 81.2692 - val_loss: 35023.0992 - val_mean_absolute_error: 149.7588
Epoch 2754/5000
148/148 [==============================] - 0s 27us/step - loss: 17075.3984 - mean_absolute_error: 81.2462 - val_loss: 35010.8155 - val_mean_absolute_error: 149.7213
Epoch 2755/5000
148/148 [==============================] - 0s 34us/step - loss: 17071.0723 - mean_absolute_error: 81.2232 - val_loss: 34998.5495 - val_mean_absolute_error: 149.6838
Epoch 2756/5000
148/148 [==============================] - 0s 34us/step - loss: 17066.7559 - mean_absolute_error: 81.2002 - val_loss: 34986.3007 - val_mean_absolute_error: 149.6464
Epoch 2757/5000
148/148 [==============================] - 0s 27us/step - loss: 17062.4512 - mean_absolute_error: 81.1773 - val_loss: 34974.0673 - val_mean_absolute_error: 149.6090
Epoch 2758/5000
148/148 [==============================] - 0s 20us/step - loss: 17058.1562 - mean_absolute_error: 81.1544 - val_loss: 34961.8511 - val_mean_absolute_error: 149.5717
Epoch 2759/5000
148/148 [==============================] - 0s 34us/step - loss: 17053.8672 - mean_absolute_error: 81.1315 - val_loss: 34949.6488 - val_mean_absolute_error: 149.5355
Epoch 2760/5000
148/148 [==============================] - 0s 27us/step - loss: 17049.5840 - mean_absolute_error: 81.1086 - val_loss: 34937.4635 - val_mean_absolute_error: 149.4997
Epoch 2761/5000
148/148 [==============================] - 0s 27us/step - loss: 17045.3145 - mean_absolute_error: 81.0857 - val_loss: 34925.2897 - val_mean_absolute_error: 149.4640
Epoch 2762/5000
148/148 [==============================] - 0s 34us/step - loss: 17041.0488 - mean_absolute_error: 81.0629 - val_loss: 34913.1334 - val_mean_absolute_error: 149.4283
Epoch 2763/5000
148/148 [==============================] - 0s 20us/step - loss: 17036.7930 - mean_absolute_error: 81.0400 - val_loss: 34900.9850 - val_mean_absolute_error: 149.3925
Epoch 2764/5000
148/148 [==============================] - 0s 27us/step - loss: 17032.5430 - mean_absolute_error: 81.0172 - val_loss: 34888.8420 - val_mean_absolute_error: 149.3568
Epoch 2765/5000
148/148 [==============================] - 0s 27us/step - loss: 17028.3008 - mean_absolute_error: 80.9944 - val_loss: 34876.7049 - val_mean_absolute_error: 149.3211
Epoch 2766/5000
148/148 [==============================] - 0s 27us/step - loss: 17024.0684 - mean_absolute_error: 80.9716 - val_loss: 34864.5872 - val_mean_absolute_error: 149.2854
Epoch 2767/5000
148/148 [==============================] - 0s 34us/step - loss: 17019.8438 - mean_absolute_error: 80.9489 - val_loss: 34852.4696 - val_mean_absolute_error: 149.2497
Epoch 2768/5000
148/148 [==============================] - 0s 41us/step - loss: 17015.6250 - mean_absolute_error: 80.9261 - val_loss: 34840.3613 - val_mean_absolute_error: 149.2140
Epoch 2769/5000
148/148 [==============================] - 0s 27us/step - loss: 17011.4160 - mean_absolute_error: 80.9034 - val_loss: 34828.2686 - val_mean_absolute_error: 149.1791
Epoch 2770/5000
148/148 [==============================] - 0s 20us/step - loss: 17007.2129 - mean_absolute_error: 80.8806 - val_loss: 34816.1857 - val_mean_absolute_error: 149.1444
Epoch 2771/5000
148/148 [==============================] - 0s 34us/step - loss: 17003.0215 - mean_absolute_error: 80.8579 - val_loss: 34804.1123 - val_mean_absolute_error: 149.1097
Epoch 2772/5000
148/148 [==============================] - 0s 27us/step - loss: 16998.8340 - mean_absolute_error: 80.8353 - val_loss: 34792.0560 - val_mean_absolute_error: 149.0751
Epoch 2773/5000
148/148 [==============================] - 0s 27us/step - loss: 16994.6562 - mean_absolute_error: 80.8126 - val_loss: 34780.0001 - val_mean_absolute_error: 149.0404
Epoch 2774/5000
148/148 [==============================] - 0s 34us/step - loss: 16990.4863 - mean_absolute_error: 80.7900 - val_loss: 34767.9710 - val_mean_absolute_error: 149.0058
Epoch 2775/5000
148/148 [==============================] - 0s 27us/step - loss: 16986.3262 - mean_absolute_error: 80.7673 - val_loss: 34755.9515 - val_mean_absolute_error: 148.9713
Epoch 2776/5000
148/148 [==============================] - 0s 27us/step - loss: 16982.1719 - mean_absolute_error: 80.7447 - val_loss: 34743.9395 - val_mean_absolute_error: 148.9367
Epoch 2777/5000
148/148 [==============================] - 0s 34us/step - loss: 16978.0254 - mean_absolute_error: 80.7230 - val_loss: 34731.9472 - val_mean_absolute_error: 148.9022
Epoch 2778/5000
148/148 [==============================] - 0s 20us/step - loss: 16973.8867 - mean_absolute_error: 80.7015 - val_loss: 34719.9682 - val_mean_absolute_error: 148.8677
Epoch 2779/5000
148/148 [==============================] - 0s 20us/step - loss: 16969.7578 - mean_absolute_error: 80.6801 - val_loss: 34708.0010 - val_mean_absolute_error: 148.8332
Epoch 2780/5000
148/148 [==============================] - 0s 34us/step - loss: 16965.6348 - mean_absolute_error: 80.6591 - val_loss: 34696.0447 - val_mean_absolute_error: 148.7987
Epoch 2781/5000
148/148 [==============================] - 0s 34us/step - loss: 16961.5215 - mean_absolute_error: 80.6388 - val_loss: 34684.1083 - val_mean_absolute_error: 148.7643
Epoch 2782/5000
148/148 [==============================] - 0s 20us/step - loss: 16957.4160 - mean_absolute_error: 80.6185 - val_loss: 34672.1873 - val_mean_absolute_error: 148.7299
Epoch 2783/5000
148/148 [==============================] - 0s 27us/step - loss: 16953.3184 - mean_absolute_error: 80.5987 - val_loss: 34660.2738 - val_mean_absolute_error: 148.6955
Epoch 2784/5000
148/148 [==============================] - 0s 20us/step - loss: 16949.2246 - mean_absolute_error: 80.5799 - val_loss: 34648.3815 - val_mean_absolute_error: 148.6612
Epoch 2785/5000
148/148 [==============================] - 0s 27us/step - loss: 16945.1445 - mean_absolute_error: 80.5611 - val_loss: 34636.4986 - val_mean_absolute_error: 148.6269
Epoch 2786/5000
148/148 [==============================] - 0s 20us/step - loss: 16941.0684 - mean_absolute_error: 80.5424 - val_loss: 34624.6316 - val_mean_absolute_error: 148.5926
Epoch 2787/5000
148/148 [==============================] - 0s 27us/step - loss: 16937.0020 - mean_absolute_error: 80.5237 - val_loss: 34612.7839 - val_mean_absolute_error: 148.5590
Epoch 2788/5000
148/148 [==============================] - 0s 34us/step - loss: 16932.9434 - mean_absolute_error: 80.5049 - val_loss: 34600.9395 - val_mean_absolute_error: 148.5254
Epoch 2789/5000
148/148 [==============================] - 0s 27us/step - loss: 16928.8926 - mean_absolute_error: 80.4862 - val_loss: 34589.1106 - val_mean_absolute_error: 148.4918
Epoch 2790/5000
148/148 [==============================] - 0s 34us/step - loss: 16924.8477 - mean_absolute_error: 80.4676 - val_loss: 34577.2976 - val_mean_absolute_error: 148.4589
Epoch 2791/5000
148/148 [==============================] - 0s 20us/step - loss: 16920.8105 - mean_absolute_error: 80.4489 - val_loss: 34565.5018 - val_mean_absolute_error: 148.4266
Epoch 2792/5000
148/148 [==============================] - 0s 27us/step - loss: 16916.7832 - mean_absolute_error: 80.4302 - val_loss: 34553.7234 - val_mean_absolute_error: 148.3944
Epoch 2793/5000
148/148 [==============================] - 0s 27us/step - loss: 16912.7637 - mean_absolute_error: 80.4116 - val_loss: 34541.9562 - val_mean_absolute_error: 148.3621
Epoch 2794/5000
148/148 [==============================] - 0s 34us/step - loss: 16908.7480 - mean_absolute_error: 80.3930 - val_loss: 34530.2005 - val_mean_absolute_error: 148.3299
Epoch 2795/5000
148/148 [==============================] - 0s 34us/step - loss: 16904.7422 - mean_absolute_error: 80.3744 - val_loss: 34518.4645 - val_mean_absolute_error: 148.2977
Epoch 2796/5000
148/148 [==============================] - 0s 27us/step - loss: 16900.7441 - mean_absolute_error: 80.3558 - val_loss: 34506.7420 - val_mean_absolute_error: 148.2656
Epoch 2797/5000
148/148 [==============================] - 0s 34us/step - loss: 16896.7539 - mean_absolute_error: 80.3372 - val_loss: 34495.0367 - val_mean_absolute_error: 148.2334
Epoch 2798/5000
148/148 [==============================] - 0s 27us/step - loss: 16892.7695 - mean_absolute_error: 80.3187 - val_loss: 34483.3429 - val_mean_absolute_error: 148.2013
Epoch 2799/5000
148/148 [==============================] - 0s 34us/step - loss: 16888.7930 - mean_absolute_error: 80.3002 - val_loss: 34471.6705 - val_mean_absolute_error: 148.1693
Epoch 2800/5000
148/148 [==============================] - 0s 34us/step - loss: 16884.8281 - mean_absolute_error: 80.2817 - val_loss: 34460.0054 - val_mean_absolute_error: 148.1372
Epoch 2801/5000
148/148 [==============================] - 0s 20us/step - loss: 16880.8633 - mean_absolute_error: 80.2632 - val_loss: 34448.3599 - val_mean_absolute_error: 148.1052
Epoch 2802/5000
148/148 [==============================] - 0s 27us/step - loss: 16876.9121 - mean_absolute_error: 80.2447 - val_loss: 34436.7297 - val_mean_absolute_error: 148.0732
Epoch 2803/5000
148/148 [==============================] - 0s 20us/step - loss: 16872.9668 - mean_absolute_error: 80.2262 - val_loss: 34425.1130 - val_mean_absolute_error: 148.0413
Epoch 2804/5000
148/148 [==============================] - 0s 34us/step - loss: 16869.0273 - mean_absolute_error: 80.2078 - val_loss: 34413.5119 - val_mean_absolute_error: 148.0094
Epoch 2805/5000
148/148 [==============================] - 0s 27us/step - loss: 16865.0957 - mean_absolute_error: 80.1894 - val_loss: 34401.9262 - val_mean_absolute_error: 147.9774
Epoch 2806/5000
148/148 [==============================] - 0s 27us/step - loss: 16861.1719 - mean_absolute_error: 80.1710 - val_loss: 34390.3380 - val_mean_absolute_error: 147.9456
Epoch 2807/5000
148/148 [==============================] - 0s 20us/step - loss: 16857.2559 - mean_absolute_error: 80.1526 - val_loss: 34378.7502 - val_mean_absolute_error: 147.9136
Epoch 2808/5000
148/148 [==============================] - 0s 27us/step - loss: 16853.3457 - mean_absolute_error: 80.1342 - val_loss: 34367.1780 - val_mean_absolute_error: 147.8818
Epoch 2809/5000
148/148 [==============================] - 0s 34us/step - loss: 16849.4434 - mean_absolute_error: 80.1158 - val_loss: 34355.6116 - val_mean_absolute_error: 147.8499
Epoch 2810/5000
148/148 [==============================] - 0s 27us/step - loss: 16845.5488 - mean_absolute_error: 80.0975 - val_loss: 34344.0681 - val_mean_absolute_error: 147.8181
Epoch 2811/5000
148/148 [==============================] - 0s 34us/step - loss: 16841.6621 - mean_absolute_error: 80.0792 - val_loss: 34332.5362 - val_mean_absolute_error: 147.7863
Epoch 2812/5000
148/148 [==============================] - 0s 27us/step - loss: 16837.7812 - mean_absolute_error: 80.0609 - val_loss: 34321.0156 - val_mean_absolute_error: 147.7546
Epoch 2813/5000
148/148 [==============================] - 0s 27us/step - loss: 16833.9082 - mean_absolute_error: 80.0426 - val_loss: 34309.5205 - val_mean_absolute_error: 147.7229
Epoch 2814/5000
148/148 [==============================] - 0s 34us/step - loss: 16830.0410 - mean_absolute_error: 80.0243 - val_loss: 34298.0271 - val_mean_absolute_error: 147.6911
Epoch 2815/5000
148/148 [==============================] - 0s 34us/step - loss: 16826.1816 - mean_absolute_error: 80.0060 - val_loss: 34286.5552 - val_mean_absolute_error: 147.6595
Epoch 2816/5000
148/148 [==============================] - 0s 27us/step - loss: 16822.3320 - mean_absolute_error: 79.9878 - val_loss: 34275.1061 - val_mean_absolute_error: 147.6279
Epoch 2817/5000
148/148 [==============================] - 0s 27us/step - loss: 16818.4863 - mean_absolute_error: 79.9696 - val_loss: 34263.6630 - val_mean_absolute_error: 147.5963
Epoch 2818/5000
148/148 [==============================] - 0s 27us/step - loss: 16814.6484 - mean_absolute_error: 79.9514 - val_loss: 34252.2332 - val_mean_absolute_error: 147.5647
Epoch 2819/5000
148/148 [==============================] - 0s 27us/step - loss: 16810.8184 - mean_absolute_error: 79.9332 - val_loss: 34240.8248 - val_mean_absolute_error: 147.5331
Epoch 2820/5000
148/148 [==============================] - 0s 34us/step - loss: 16806.9941 - mean_absolute_error: 79.9150 - val_loss: 34229.4255 - val_mean_absolute_error: 147.5016
Epoch 2821/5000
148/148 [==============================] - 0s 27us/step - loss: 16803.1777 - mean_absolute_error: 79.8969 - val_loss: 34218.0421 - val_mean_absolute_error: 147.4701
Epoch 2822/5000
148/148 [==============================] - 0s 27us/step - loss: 16799.3672 - mean_absolute_error: 79.8787 - val_loss: 34206.6704 - val_mean_absolute_error: 147.4386
Epoch 2823/5000
148/148 [==============================] - 0s 27us/step - loss: 16795.5664 - mean_absolute_error: 79.8606 - val_loss: 34195.3273 - val_mean_absolute_error: 147.4072
Epoch 2824/5000
148/148 [==============================] - 0s 20us/step - loss: 16791.7695 - mean_absolute_error: 79.8425 - val_loss: 34183.9611 - val_mean_absolute_error: 147.3758
Epoch 2825/5000
148/148 [==============================] - 0s 20us/step - loss: 16787.9805 - mean_absolute_error: 79.8244 - val_loss: 34172.5990 - val_mean_absolute_error: 147.3443
Epoch 2826/5000
148/148 [==============================] - 0s 20us/step - loss: 16784.1953 - mean_absolute_error: 79.8063 - val_loss: 34161.2465 - val_mean_absolute_error: 147.3129
Epoch 2827/5000
148/148 [==============================] - 0s 27us/step - loss: 16780.4219 - mean_absolute_error: 79.7883 - val_loss: 34149.9072 - val_mean_absolute_error: 147.2816
Epoch 2828/5000
148/148 [==============================] - 0s 27us/step - loss: 16776.6543 - mean_absolute_error: 79.7703 - val_loss: 34138.5832 - val_mean_absolute_error: 147.2502
Epoch 2829/5000
148/148 [==============================] - 0s 34us/step - loss: 16772.8926 - mean_absolute_error: 79.7522 - val_loss: 34127.2787 - val_mean_absolute_error: 147.2188
Epoch 2830/5000
148/148 [==============================] - 0s 27us/step - loss: 16769.1367 - mean_absolute_error: 79.7342 - val_loss: 34115.9821 - val_mean_absolute_error: 147.1875
Epoch 2831/5000
148/148 [==============================] - 0s 27us/step - loss: 16765.3887 - mean_absolute_error: 79.7163 - val_loss: 34104.6988 - val_mean_absolute_error: 147.1563
Epoch 2832/5000
148/148 [==============================] - 0s 27us/step - loss: 16761.6465 - mean_absolute_error: 79.6983 - val_loss: 34093.4407 - val_mean_absolute_error: 147.1250
Epoch 2833/5000
148/148 [==============================] - 0s 34us/step - loss: 16757.9121 - mean_absolute_error: 79.6804 - val_loss: 34082.1882 - val_mean_absolute_error: 147.0938
Epoch 2834/5000
148/148 [==============================] - 0s 27us/step - loss: 16754.1855 - mean_absolute_error: 79.6624 - val_loss: 34070.9552 - val_mean_absolute_error: 147.0627
Epoch 2835/5000
148/148 [==============================] - 0s 27us/step - loss: 16750.4629 - mean_absolute_error: 79.6445 - val_loss: 34059.7316 - val_mean_absolute_error: 147.0315
Epoch 2836/5000
148/148 [==============================] - 0s 20us/step - loss: 16746.7461 - mean_absolute_error: 79.6266 - val_loss: 34048.5294 - val_mean_absolute_error: 147.0004
Epoch 2837/5000
148/148 [==============================] - 0s 20us/step - loss: 16743.0391 - mean_absolute_error: 79.6087 - val_loss: 34037.3366 - val_mean_absolute_error: 146.9693
Epoch 2838/5000
148/148 [==============================] - 0s 27us/step - loss: 16739.3379 - mean_absolute_error: 79.5909 - val_loss: 34026.1614 - val_mean_absolute_error: 146.9382
Epoch 2839/5000
148/148 [==============================] - 0s 20us/step - loss: 16735.6445 - mean_absolute_error: 79.5730 - val_loss: 34014.9995 - val_mean_absolute_error: 146.9072
Epoch 2840/5000
148/148 [==============================] - 0s 27us/step - loss: 16731.9551 - mean_absolute_error: 79.5552 - val_loss: 34003.8528 - val_mean_absolute_error: 146.8762
Epoch 2841/5000
148/148 [==============================] - 0s 41us/step - loss: 16728.2695 - mean_absolute_error: 79.5374 - val_loss: 33992.7120 - val_mean_absolute_error: 146.8452
Epoch 2842/5000
148/148 [==============================] - 0s 34us/step - loss: 16724.5938 - mean_absolute_error: 79.5196 - val_loss: 33981.5966 - val_mean_absolute_error: 146.8143
Epoch 2843/5000
148/148 [==============================] - 0s 27us/step - loss: 16720.9277 - mean_absolute_error: 79.5018 - val_loss: 33970.4907 - val_mean_absolute_error: 146.7834
Epoch 2844/5000
148/148 [==============================] - 0s 34us/step - loss: 16717.2617 - mean_absolute_error: 79.4841 - val_loss: 33959.3982 - val_mean_absolute_error: 146.7525
Epoch 2845/5000
148/148 [==============================] - 0s 34us/step - loss: 16713.6074 - mean_absolute_error: 79.4663 - val_loss: 33948.3249 - val_mean_absolute_error: 146.7216
Epoch 2846/5000
148/148 [==============================] - 0s 34us/step - loss: 16709.9570 - mean_absolute_error: 79.4486 - val_loss: 33937.2634 - val_mean_absolute_error: 146.6908
Epoch 2847/5000
148/148 [==============================] - 0s 34us/step - loss: 16706.3145 - mean_absolute_error: 79.4309 - val_loss: 33926.2173 - val_mean_absolute_error: 146.6600
Epoch 2848/5000
148/148 [==============================] - 0s 34us/step - loss: 16702.6777 - mean_absolute_error: 79.4132 - val_loss: 33915.1806 - val_mean_absolute_error: 146.6293
Epoch 2849/5000
148/148 [==============================] - 0s 27us/step - loss: 16699.0469 - mean_absolute_error: 79.3955 - val_loss: 33904.1613 - val_mean_absolute_error: 146.5985
Epoch 2850/5000
148/148 [==============================] - 0s 34us/step - loss: 16695.4219 - mean_absolute_error: 79.3779 - val_loss: 33893.1595 - val_mean_absolute_error: 146.5678
Epoch 2851/5000
148/148 [==============================] - 0s 27us/step - loss: 16691.8047 - mean_absolute_error: 79.3603 - val_loss: 33882.1674 - val_mean_absolute_error: 146.5372
Epoch 2852/5000
148/148 [==============================] - 0s 20us/step - loss: 16688.1934 - mean_absolute_error: 79.3426 - val_loss: 33871.1905 - val_mean_absolute_error: 146.5065
Epoch 2853/5000
148/148 [==============================] - 0s 41us/step - loss: 16684.5859 - mean_absolute_error: 79.3250 - val_loss: 33860.2290 - val_mean_absolute_error: 146.4759
Epoch 2854/5000
148/148 [==============================] - 0s 20us/step - loss: 16680.9863 - mean_absolute_error: 79.3074 - val_loss: 33849.2850 - val_mean_absolute_error: 146.4453
Epoch 2855/5000
148/148 [==============================] - 0s 27us/step - loss: 16677.3945 - mean_absolute_error: 79.2899 - val_loss: 33838.3507 - val_mean_absolute_error: 146.4147
Epoch 2856/5000
148/148 [==============================] - 0s 34us/step - loss: 16673.8066 - mean_absolute_error: 79.2723 - val_loss: 33827.4277 - val_mean_absolute_error: 146.3842
Epoch 2857/5000
148/148 [==============================] - 0s 27us/step - loss: 16670.2266 - mean_absolute_error: 79.2548 - val_loss: 33816.5279 - val_mean_absolute_error: 146.3538
Epoch 2858/5000
148/148 [==============================] - 0s 20us/step - loss: 16666.6523 - mean_absolute_error: 79.2373 - val_loss: 33805.6317 - val_mean_absolute_error: 146.3233
Epoch 2859/5000
148/148 [==============================] - 0s 27us/step - loss: 16663.0820 - mean_absolute_error: 79.2198 - val_loss: 33794.7552 - val_mean_absolute_error: 146.2928
Epoch 2860/5000
148/148 [==============================] - 0s 27us/step - loss: 16659.5195 - mean_absolute_error: 79.2023 - val_loss: 33783.8902 - val_mean_absolute_error: 146.2624
Epoch 2861/5000
148/148 [==============================] - 0s 27us/step - loss: 16655.9629 - mean_absolute_error: 79.1848 - val_loss: 33773.0443 - val_mean_absolute_error: 146.2320
Epoch 2862/5000
148/148 [==============================] - 0s 34us/step - loss: 16652.4121 - mean_absolute_error: 79.1674 - val_loss: 33762.2042 - val_mean_absolute_error: 146.2017
Epoch 2863/5000
148/148 [==============================] - 0s 27us/step - loss: 16648.8691 - mean_absolute_error: 79.1500 - val_loss: 33751.3894 - val_mean_absolute_error: 146.1714
Epoch 2864/5000
148/148 [==============================] - 0s 20us/step - loss: 16645.3320 - mean_absolute_error: 79.1325 - val_loss: 33740.5765 - val_mean_absolute_error: 146.1411
Epoch 2865/5000
148/148 [==============================] - 0s 27us/step - loss: 16641.7988 - mean_absolute_error: 79.1151 - val_loss: 33729.7826 - val_mean_absolute_error: 146.1108
Epoch 2866/5000
148/148 [==============================] - 0s 27us/step - loss: 16638.2715 - mean_absolute_error: 79.0978 - val_loss: 33719.0080 - val_mean_absolute_error: 146.0806
Epoch 2867/5000
148/148 [==============================] - 0s 20us/step - loss: 16634.7500 - mean_absolute_error: 79.0804 - val_loss: 33708.2375 - val_mean_absolute_error: 146.0506
Epoch 2868/5000
148/148 [==============================] - 0s 34us/step - loss: 16631.2363 - mean_absolute_error: 79.0631 - val_loss: 33697.4920 - val_mean_absolute_error: 146.0211
Epoch 2869/5000
148/148 [==============================] - 0s 34us/step - loss: 16627.7285 - mean_absolute_error: 79.0457 - val_loss: 33686.7504 - val_mean_absolute_error: 145.9916
Epoch 2870/5000
148/148 [==============================] - 0s 27us/step - loss: 16624.2266 - mean_absolute_error: 79.0284 - val_loss: 33676.0238 - val_mean_absolute_error: 145.9622
Epoch 2871/5000
148/148 [==============================] - 0s 20us/step - loss: 16620.7305 - mean_absolute_error: 79.0111 - val_loss: 33665.3188 - val_mean_absolute_error: 145.9327
Epoch 2872/5000
148/148 [==============================] - 0s 27us/step - loss: 16617.2402 - mean_absolute_error: 78.9939 - val_loss: 33654.6215 - val_mean_absolute_error: 145.9034
Epoch 2873/5000
148/148 [==============================] - 0s 27us/step - loss: 16613.7559 - mean_absolute_error: 78.9766 - val_loss: 33643.9358 - val_mean_absolute_error: 145.8740
Epoch 2874/5000
148/148 [==============================] - 0s 27us/step - loss: 16610.2734 - mean_absolute_error: 78.9594 - val_loss: 33633.2708 - val_mean_absolute_error: 145.8447
Epoch 2875/5000
148/148 [==============================] - 0s 27us/step - loss: 16606.8027 - mean_absolute_error: 78.9421 - val_loss: 33622.6140 - val_mean_absolute_error: 145.8154
Epoch 2876/5000
148/148 [==============================] - 0s 34us/step - loss: 16603.3320 - mean_absolute_error: 78.9249 - val_loss: 33611.9726 - val_mean_absolute_error: 145.7861
Epoch 2877/5000
148/148 [==============================] - 0s 27us/step - loss: 16599.8730 - mean_absolute_error: 78.9077 - val_loss: 33601.3389 - val_mean_absolute_error: 145.7568
Epoch 2878/5000
148/148 [==============================] - 0s 27us/step - loss: 16596.4160 - mean_absolute_error: 78.8906 - val_loss: 33590.7298 - val_mean_absolute_error: 145.7276
Epoch 2879/5000
148/148 [==============================] - 0s 27us/step - loss: 16592.9688 - mean_absolute_error: 78.8741 - val_loss: 33580.1347 - val_mean_absolute_error: 145.6985
Epoch 2880/5000
148/148 [==============================] - 0s 27us/step - loss: 16589.5391 - mean_absolute_error: 78.8576 - val_loss: 33569.5588 - val_mean_absolute_error: 145.6693
Epoch 2881/5000
148/148 [==============================] - 0s 20us/step - loss: 16586.1152 - mean_absolute_error: 78.8412 - val_loss: 33559.0060 - val_mean_absolute_error: 145.6403
Epoch 2882/5000
148/148 [==============================] - 0s 27us/step - loss: 16582.6953 - mean_absolute_error: 78.8248 - val_loss: 33548.4683 - val_mean_absolute_error: 145.6112
Epoch 2883/5000
148/148 [==============================] - 0s 34us/step - loss: 16579.2852 - mean_absolute_error: 78.8084 - val_loss: 33537.9541 - val_mean_absolute_error: 145.5823
Epoch 2884/5000
148/148 [==============================] - 0s 27us/step - loss: 16575.8809 - mean_absolute_error: 78.7920 - val_loss: 33527.4610 - val_mean_absolute_error: 145.5534
Epoch 2885/5000
148/148 [==============================] - 0s 27us/step - loss: 16572.4805 - mean_absolute_error: 78.7756 - val_loss: 33516.9757 - val_mean_absolute_error: 145.5245
Epoch 2886/5000
148/148 [==============================] - 0s 27us/step - loss: 16569.0879 - mean_absolute_error: 78.7593 - val_loss: 33506.5112 - val_mean_absolute_error: 145.4956
Epoch 2887/5000
148/148 [==============================] - 0s 27us/step - loss: 16565.7012 - mean_absolute_error: 78.7429 - val_loss: 33496.0664 - val_mean_absolute_error: 145.4668
Epoch 2888/5000
148/148 [==============================] - 0s 27us/step - loss: 16562.3203 - mean_absolute_error: 78.7266 - val_loss: 33485.6331 - val_mean_absolute_error: 145.4380
Epoch 2889/5000
148/148 [==============================] - 0s 27us/step - loss: 16558.9453 - mean_absolute_error: 78.7103 - val_loss: 33475.2253 - val_mean_absolute_error: 145.4093
Epoch 2890/5000
148/148 [==============================] - 0s 34us/step - loss: 16555.5781 - mean_absolute_error: 78.6940 - val_loss: 33464.8262 - val_mean_absolute_error: 145.3806
Epoch 2891/5000
148/148 [==============================] - 0s 34us/step - loss: 16552.2148 - mean_absolute_error: 78.6777 - val_loss: 33454.4431 - val_mean_absolute_error: 145.3520
Epoch 2892/5000
148/148 [==============================] - 0s 27us/step - loss: 16548.8574 - mean_absolute_error: 78.6615 - val_loss: 33444.0734 - val_mean_absolute_error: 145.3233
Epoch 2893/5000
148/148 [==============================] - 0s 20us/step - loss: 16545.5059 - mean_absolute_error: 78.6453 - val_loss: 33433.7172 - val_mean_absolute_error: 145.2948
Epoch 2894/5000
148/148 [==============================] - 0s 27us/step - loss: 16542.1562 - mean_absolute_error: 78.6290 - val_loss: 33423.3779 - val_mean_absolute_error: 145.2662
Epoch 2895/5000
148/148 [==============================] - 0s 27us/step - loss: 16538.8184 - mean_absolute_error: 78.6135 - val_loss: 33413.0526 - val_mean_absolute_error: 145.2377
Epoch 2896/5000
148/148 [==============================] - 0s 27us/step - loss: 16535.4805 - mean_absolute_error: 78.5983 - val_loss: 33402.7426 - val_mean_absolute_error: 145.2092
Epoch 2897/5000
148/148 [==============================] - 0s 27us/step - loss: 16532.1543 - mean_absolute_error: 78.5831 - val_loss: 33392.4500 - val_mean_absolute_error: 145.1807
Epoch 2898/5000
148/148 [==============================] - 0s 27us/step - loss: 16528.8281 - mean_absolute_error: 78.5679 - val_loss: 33382.1705 - val_mean_absolute_error: 145.1525
Epoch 2899/5000
148/148 [==============================] - 0s 27us/step - loss: 16525.5098 - mean_absolute_error: 78.5527 - val_loss: 33371.9029 - val_mean_absolute_error: 145.1251
Epoch 2900/5000
148/148 [==============================] - 0s 41us/step - loss: 16522.1973 - mean_absolute_error: 78.5375 - val_loss: 33361.6489 - val_mean_absolute_error: 145.0976
Epoch 2901/5000
148/148 [==============================] - 0s 27us/step - loss: 16518.8906 - mean_absolute_error: 78.5224 - val_loss: 33351.4064 - val_mean_absolute_error: 145.0702
Epoch 2902/5000
148/148 [==============================] - 0s 27us/step - loss: 16515.5879 - mean_absolute_error: 78.5073 - val_loss: 33341.1808 - val_mean_absolute_error: 145.0428
Epoch 2903/5000
148/148 [==============================] - 0s 27us/step - loss: 16512.2910 - mean_absolute_error: 78.4921 - val_loss: 33330.9691 - val_mean_absolute_error: 145.0155
Epoch 2904/5000
148/148 [==============================] - 0s 27us/step - loss: 16508.9980 - mean_absolute_error: 78.4771 - val_loss: 33320.7652 - val_mean_absolute_error: 144.9881
Epoch 2905/5000
148/148 [==============================] - 0s 20us/step - loss: 16505.7129 - mean_absolute_error: 78.4620 - val_loss: 33310.5824 - val_mean_absolute_error: 144.9608
Epoch 2906/5000
148/148 [==============================] - 0s 41us/step - loss: 16502.4336 - mean_absolute_error: 78.4469 - val_loss: 33300.4071 - val_mean_absolute_error: 144.9336
Epoch 2907/5000
148/148 [==============================] - 0s 27us/step - loss: 16499.1562 - mean_absolute_error: 78.4318 - val_loss: 33290.2473 - val_mean_absolute_error: 144.9063
Epoch 2908/5000
148/148 [==============================] - 0s 27us/step - loss: 16495.8867 - mean_absolute_error: 78.4168 - val_loss: 33280.1011 - val_mean_absolute_error: 144.8791
Epoch 2909/5000
148/148 [==============================] - 0s 41us/step - loss: 16492.6211 - mean_absolute_error: 78.4017 - val_loss: 33269.9670 - val_mean_absolute_error: 144.8519
Epoch 2910/5000
148/148 [==============================] - 0s 27us/step - loss: 16489.3633 - mean_absolute_error: 78.3867 - val_loss: 33259.8474 - val_mean_absolute_error: 144.8247
Epoch 2911/5000
148/148 [==============================] - 0s 27us/step - loss: 16486.1074 - mean_absolute_error: 78.3717 - val_loss: 33249.7379 - val_mean_absolute_error: 144.7976
Epoch 2912/5000
148/148 [==============================] - 0s 34us/step - loss: 16482.8574 - mean_absolute_error: 78.3567 - val_loss: 33239.6418 - val_mean_absolute_error: 144.7704
Epoch 2913/5000
148/148 [==============================] - 0s 27us/step - loss: 16479.6113 - mean_absolute_error: 78.3418 - val_loss: 33229.5593 - val_mean_absolute_error: 144.7433
Epoch 2914/5000
148/148 [==============================] - 0s 27us/step - loss: 16476.3750 - mean_absolute_error: 78.3268 - val_loss: 33219.4898 - val_mean_absolute_error: 144.7163
Epoch 2915/5000
148/148 [==============================] - 0s 34us/step - loss: 16473.1406 - mean_absolute_error: 78.3118 - val_loss: 33209.4342 - val_mean_absolute_error: 144.6892
Epoch 2916/5000
148/148 [==============================] - 0s 20us/step - loss: 16469.9102 - mean_absolute_error: 78.2969 - val_loss: 33199.3883 - val_mean_absolute_error: 144.6622
Epoch 2917/5000
148/148 [==============================] - 0s 27us/step - loss: 16466.6875 - mean_absolute_error: 78.2820 - val_loss: 33189.3520 - val_mean_absolute_error: 144.6352
Epoch 2918/5000
148/148 [==============================] - 0s 34us/step - loss: 16463.4688 - mean_absolute_error: 78.2671 - val_loss: 33179.3405 - val_mean_absolute_error: 144.6082
Epoch 2919/5000
148/148 [==============================] - 0s 27us/step - loss: 16460.2559 - mean_absolute_error: 78.2522 - val_loss: 33169.3329 - val_mean_absolute_error: 144.5813
Epoch 2920/5000
148/148 [==============================] - 0s 27us/step - loss: 16457.0488 - mean_absolute_error: 78.2373 - val_loss: 33159.3371 - val_mean_absolute_error: 144.5544
Epoch 2921/5000
148/148 [==============================] - 0s 20us/step - loss: 16453.8438 - mean_absolute_error: 78.2225 - val_loss: 33149.3586 - val_mean_absolute_error: 144.5275
Epoch 2922/5000
148/148 [==============================] - 0s 27us/step - loss: 16450.6445 - mean_absolute_error: 78.2076 - val_loss: 33139.3897 - val_mean_absolute_error: 144.5006
Epoch 2923/5000
148/148 [==============================] - 0s 27us/step - loss: 16447.4531 - mean_absolute_error: 78.1928 - val_loss: 33129.4305 - val_mean_absolute_error: 144.4738
Epoch 2924/5000
148/148 [==============================] - 0s 27us/step - loss: 16444.2637 - mean_absolute_error: 78.1780 - val_loss: 33119.4674 - val_mean_absolute_error: 144.4469
Epoch 2925/5000
148/148 [==============================] - 0s 34us/step - loss: 16441.0781 - mean_absolute_error: 78.1631 - val_loss: 33109.4986 - val_mean_absolute_error: 144.4201
Epoch 2926/5000
148/148 [==============================] - 0s 41us/step - loss: 16437.8984 - mean_absolute_error: 78.1484 - val_loss: 33099.5428 - val_mean_absolute_error: 144.3933
Epoch 2927/5000
148/148 [==============================] - 0s 20us/step - loss: 16434.7246 - mean_absolute_error: 78.1336 - val_loss: 33089.5932 - val_mean_absolute_error: 144.3665
Epoch 2928/5000
148/148 [==============================] - 0s 27us/step - loss: 16431.5566 - mean_absolute_error: 78.1188 - val_loss: 33079.6610 - val_mean_absolute_error: 144.3397
Epoch 2929/5000
148/148 [==============================] - 0s 27us/step - loss: 16428.3887 - mean_absolute_error: 78.1041 - val_loss: 33069.7345 - val_mean_absolute_error: 144.3130
Epoch 2930/5000
148/148 [==============================] - 0s 27us/step - loss: 16425.2285 - mean_absolute_error: 78.0893 - val_loss: 33059.8291 - val_mean_absolute_error: 144.2863
Epoch 2931/5000
148/148 [==============================] - 0s 20us/step - loss: 16422.0762 - mean_absolute_error: 78.0746 - val_loss: 33049.9294 - val_mean_absolute_error: 144.2596
Epoch 2932/5000
148/148 [==============================] - 0s 27us/step - loss: 16418.9258 - mean_absolute_error: 78.0599 - val_loss: 33040.0477 - val_mean_absolute_error: 144.2329
Epoch 2933/5000
148/148 [==============================] - 0s 20us/step - loss: 16415.7812 - mean_absolute_error: 78.0452 - val_loss: 33030.1752 - val_mean_absolute_error: 144.2062
Epoch 2934/5000
148/148 [==============================] - 0s 34us/step - loss: 16412.6426 - mean_absolute_error: 78.0305 - val_loss: 33020.3196 - val_mean_absolute_error: 144.1796
Epoch 2935/5000
148/148 [==============================] - 0s 47us/step - loss: 16409.5039 - mean_absolute_error: 78.0159 - val_loss: 33010.4664 - val_mean_absolute_error: 144.1530
Epoch 2936/5000
148/148 [==============================] - 0s 27us/step - loss: 16406.3730 - mean_absolute_error: 78.0012 - val_loss: 33000.6305 - val_mean_absolute_error: 144.1265
Epoch 2937/5000
148/148 [==============================] - 0s 27us/step - loss: 16403.2441 - mean_absolute_error: 77.9866 - val_loss: 32990.8042 - val_mean_absolute_error: 144.0999
Epoch 2938/5000
148/148 [==============================] - 0s 34us/step - loss: 16400.1211 - mean_absolute_error: 77.9720 - val_loss: 32980.9910 - val_mean_absolute_error: 144.0734
Epoch 2939/5000
148/148 [==============================] - 0s 20us/step - loss: 16397.0059 - mean_absolute_error: 77.9574 - val_loss: 32971.1898 - val_mean_absolute_error: 144.0469
Epoch 2940/5000
148/148 [==============================] - 0s 41us/step - loss: 16393.8945 - mean_absolute_error: 77.9428 - val_loss: 32961.4041 - val_mean_absolute_error: 144.0204
Epoch 2941/5000
148/148 [==============================] - 0s 27us/step - loss: 16390.7832 - mean_absolute_error: 77.9282 - val_loss: 32951.6281 - val_mean_absolute_error: 143.9940
Epoch 2942/5000
148/148 [==============================] - 0s 27us/step - loss: 16387.6816 - mean_absolute_error: 77.9136 - val_loss: 32941.8653 - val_mean_absolute_error: 143.9676
Epoch 2943/5000
148/148 [==============================] - 0s 20us/step - loss: 16384.5840 - mean_absolute_error: 77.8991 - val_loss: 32932.1084 - val_mean_absolute_error: 143.9412
Epoch 2944/5000
148/148 [==============================] - 0s 34us/step - loss: 16381.4902 - mean_absolute_error: 77.8845 - val_loss: 32922.3708 - val_mean_absolute_error: 143.9148
Epoch 2945/5000
148/148 [==============================] - 0s 20us/step - loss: 16378.4004 - mean_absolute_error: 77.8700 - val_loss: 32912.6407 - val_mean_absolute_error: 143.8884
Epoch 2946/5000
148/148 [==============================] - 0s 34us/step - loss: 16375.3145 - mean_absolute_error: 77.8555 - val_loss: 32902.9241 - val_mean_absolute_error: 143.8621
Epoch 2947/5000
148/148 [==============================] - 0s 34us/step - loss: 16372.2334 - mean_absolute_error: 77.8410 - val_loss: 32893.2192 - val_mean_absolute_error: 143.8358
Epoch 2948/5000
148/148 [==============================] - 0s 27us/step - loss: 16369.1592 - mean_absolute_error: 77.8265 - val_loss: 32883.5259 - val_mean_absolute_error: 143.8096
Epoch 2949/5000
148/148 [==============================] - 0s 27us/step - loss: 16366.0859 - mean_absolute_error: 77.8120 - val_loss: 32873.8442 - val_mean_absolute_error: 143.7833
Epoch 2950/5000
148/148 [==============================] - 0s 20us/step - loss: 16363.0205 - mean_absolute_error: 77.7976 - val_loss: 32864.1741 - val_mean_absolute_error: 143.7571
Epoch 2951/5000
148/148 [==============================] - 0s 20us/step - loss: 16359.9561 - mean_absolute_error: 77.7831 - val_loss: 32854.5193 - val_mean_absolute_error: 143.7309
Epoch 2952/5000
148/148 [==============================] - 0s 27us/step - loss: 16356.8984 - mean_absolute_error: 77.7687 - val_loss: 32844.8704 - val_mean_absolute_error: 143.7047
Epoch 2953/5000
148/148 [==============================] - 0s 27us/step - loss: 16353.8467 - mean_absolute_error: 77.7543 - val_loss: 32835.2366 - val_mean_absolute_error: 143.6786
Epoch 2954/5000
148/148 [==============================] - 0s 34us/step - loss: 16350.7959 - mean_absolute_error: 77.7399 - val_loss: 32825.5927 - val_mean_absolute_error: 143.6524
Epoch 2955/5000
148/148 [==============================] - 0s 27us/step - loss: 16347.7500 - mean_absolute_error: 77.7255 - val_loss: 32815.9621 - val_mean_absolute_error: 143.6263
Epoch 2956/5000
148/148 [==============================] - 0s 20us/step - loss: 16344.6973 - mean_absolute_error: 77.7111 - val_loss: 32806.3334 - val_mean_absolute_error: 143.6002
Epoch 2957/5000
148/148 [==============================] - 0s 27us/step - loss: 16341.6504 - mean_absolute_error: 77.6966 - val_loss: 32796.7221 - val_mean_absolute_error: 143.5741
Epoch 2958/5000
148/148 [==============================] - 0s 27us/step - loss: 16338.6045 - mean_absolute_error: 77.6822 - val_loss: 32787.1185 - val_mean_absolute_error: 143.5481
Epoch 2959/5000
148/148 [==============================] - 0s 27us/step - loss: 16335.5605 - mean_absolute_error: 77.6677 - val_loss: 32777.5165 - val_mean_absolute_error: 143.5220
Epoch 2960/5000
148/148 [==============================] - 0s 20us/step - loss: 16332.5215 - mean_absolute_error: 77.6533 - val_loss: 32767.9281 - val_mean_absolute_error: 143.4960
Epoch 2961/5000
148/148 [==============================] - 0s 27us/step - loss: 16329.4844 - mean_absolute_error: 77.6389 - val_loss: 32758.3474 - val_mean_absolute_error: 143.4700
Epoch 2962/5000
148/148 [==============================] - 0s 27us/step - loss: 16326.4541 - mean_absolute_error: 77.6246 - val_loss: 32748.7740 - val_mean_absolute_error: 143.4440
Epoch 2963/5000
148/148 [==============================] - 0s 34us/step - loss: 16323.4238 - mean_absolute_error: 77.6102 - val_loss: 32739.2203 - val_mean_absolute_error: 143.4180
Epoch 2964/5000
148/148 [==============================] - 0s 27us/step - loss: 16320.3984 - mean_absolute_error: 77.5958 - val_loss: 32729.6679 - val_mean_absolute_error: 143.3921
Epoch 2965/5000
148/148 [==============================] - 0s 27us/step - loss: 16317.3779 - mean_absolute_error: 77.5815 - val_loss: 32720.1294 - val_mean_absolute_error: 143.3661
Epoch 2966/5000
148/148 [==============================] - 0s 27us/step - loss: 16314.3594 - mean_absolute_error: 77.5671 - val_loss: 32710.6004 - val_mean_absolute_error: 143.3402
Epoch 2967/5000
148/148 [==============================] - 0s 27us/step - loss: 16311.3467 - mean_absolute_error: 77.5528 - val_loss: 32701.0786 - val_mean_absolute_error: 143.3143
Epoch 2968/5000
148/148 [==============================] - 0s 34us/step - loss: 16308.3340 - mean_absolute_error: 77.5385 - val_loss: 32691.5727 - val_mean_absolute_error: 143.2885
Epoch 2969/5000
148/148 [==============================] - 0s 27us/step - loss: 16305.3262 - mean_absolute_error: 77.5242 - val_loss: 32682.0742 - val_mean_absolute_error: 143.2626
Epoch 2970/5000
148/148 [==============================] - 0s 27us/step - loss: 16302.3262 - mean_absolute_error: 77.5099 - val_loss: 32672.5856 - val_mean_absolute_error: 143.2368
Epoch 2971/5000
148/148 [==============================] - 0s 27us/step - loss: 16299.3281 - mean_absolute_error: 77.4956 - val_loss: 32663.1080 - val_mean_absolute_error: 143.2110
Epoch 2972/5000
148/148 [==============================] - 0s 20us/step - loss: 16296.3330 - mean_absolute_error: 77.4814 - val_loss: 32653.6423 - val_mean_absolute_error: 143.1852
Epoch 2973/5000
148/148 [==============================] - 0s 27us/step - loss: 16293.3379 - mean_absolute_error: 77.4671 - val_loss: 32644.1820 - val_mean_absolute_error: 143.1595
Epoch 2974/5000
148/148 [==============================] - 0s 34us/step - loss: 16290.3535 - mean_absolute_error: 77.4529 - val_loss: 32634.7274 - val_mean_absolute_error: 143.1337
Epoch 2975/5000
148/148 [==============================] - 0s 27us/step - loss: 16287.3701 - mean_absolute_error: 77.4387 - val_loss: 32625.2806 - val_mean_absolute_error: 143.1080
Epoch 2976/5000
148/148 [==============================] - 0s 34us/step - loss: 16284.3916 - mean_absolute_error: 77.4245 - val_loss: 32615.8492 - val_mean_absolute_error: 143.0823
Epoch 2977/5000
148/148 [==============================] - 0s 27us/step - loss: 16281.4141 - mean_absolute_error: 77.4103 - val_loss: 32606.4255 - val_mean_absolute_error: 143.0566
Epoch 2978/5000
148/148 [==============================] - 0s 20us/step - loss: 16278.4443 - mean_absolute_error: 77.3961 - val_loss: 32597.0170 - val_mean_absolute_error: 143.0310
Epoch 2979/5000
148/148 [==============================] - 0s 27us/step - loss: 16275.4746 - mean_absolute_error: 77.3819 - val_loss: 32587.6105 - val_mean_absolute_error: 143.0053
Epoch 2980/5000
148/148 [==============================] - 0s 34us/step - loss: 16272.5098 - mean_absolute_error: 77.3678 - val_loss: 32578.2210 - val_mean_absolute_error: 142.9798
Epoch 2981/5000
148/148 [==============================] - 0s 27us/step - loss: 16269.5508 - mean_absolute_error: 77.3536 - val_loss: 32568.8415 - val_mean_absolute_error: 142.9542
Epoch 2982/5000
148/148 [==============================] - 0s 41us/step - loss: 16266.5928 - mean_absolute_error: 77.3395 - val_loss: 32559.4713 - val_mean_absolute_error: 142.9286
Epoch 2983/5000
148/148 [==============================] - 0s 34us/step - loss: 16263.6387 - mean_absolute_error: 77.3254 - val_loss: 32550.1125 - val_mean_absolute_error: 142.9031
Epoch 2984/5000
148/148 [==============================] - 0s 20us/step - loss: 16260.6904 - mean_absolute_error: 77.3113 - val_loss: 32540.7655 - val_mean_absolute_error: 142.8776
Epoch 2985/5000
148/148 [==============================] - 0s 34us/step - loss: 16257.7471 - mean_absolute_error: 77.2972 - val_loss: 32531.4334 - val_mean_absolute_error: 142.8521
Epoch 2986/5000
148/148 [==============================] - 0s 27us/step - loss: 16254.8076 - mean_absolute_error: 77.2831 - val_loss: 32522.1095 - val_mean_absolute_error: 142.8266
Epoch 2987/5000
148/148 [==============================] - 0s 27us/step - loss: 16251.8682 - mean_absolute_error: 77.2691 - val_loss: 32512.7929 - val_mean_absolute_error: 142.8012
Epoch 2988/5000
148/148 [==============================] - 0s 41us/step - loss: 16248.9346 - mean_absolute_error: 77.2550 - val_loss: 32503.4900 - val_mean_absolute_error: 142.7758
Epoch 2989/5000
148/148 [==============================] - 0s 20us/step - loss: 16246.0068 - mean_absolute_error: 77.2410 - val_loss: 32494.1867 - val_mean_absolute_error: 142.7504
Epoch 2990/5000
148/148 [==============================] - 0s 27us/step - loss: 16243.0811 - mean_absolute_error: 77.2270 - val_loss: 32484.8566 - val_mean_absolute_error: 142.7249
Epoch 2991/5000
148/148 [==============================] - 0s 27us/step - loss: 16240.1592 - mean_absolute_error: 77.2130 - val_loss: 32475.5320 - val_mean_absolute_error: 142.6995
Epoch 2992/5000
148/148 [==============================] - 0s 27us/step - loss: 16237.2402 - mean_absolute_error: 77.1997 - val_loss: 32466.2229 - val_mean_absolute_error: 142.6741
Epoch 2993/5000
148/148 [==============================] - 0s 27us/step - loss: 16234.3262 - mean_absolute_error: 77.1866 - val_loss: 32456.9217 - val_mean_absolute_error: 142.6488
Epoch 2994/5000
148/148 [==============================] - 0s 20us/step - loss: 16231.4160 - mean_absolute_error: 77.1737 - val_loss: 32447.6394 - val_mean_absolute_error: 142.6234
Epoch 2995/5000
148/148 [==============================] - 0s 20us/step - loss: 16228.5088 - mean_absolute_error: 77.1607 - val_loss: 32438.3416 - val_mean_absolute_error: 142.5980
Epoch 2996/5000
148/148 [==============================] - 0s 20us/step - loss: 16225.6045 - mean_absolute_error: 77.1477 - val_loss: 32429.0514 - val_mean_absolute_error: 142.5727
Epoch 2997/5000
148/148 [==============================] - 0s 27us/step - loss: 16222.7061 - mean_absolute_error: 77.1347 - val_loss: 32419.7669 - val_mean_absolute_error: 142.5473
Epoch 2998/5000
148/148 [==============================] - 0s 27us/step - loss: 16219.8105 - mean_absolute_error: 77.1218 - val_loss: 32410.4865 - val_mean_absolute_error: 142.5219
Epoch 2999/5000
148/148 [==============================] - 0s 34us/step - loss: 16216.9189 - mean_absolute_error: 77.1088 - val_loss: 32401.2155 - val_mean_absolute_error: 142.4966
Epoch 3000/5000
148/148 [==============================] - 0s 27us/step - loss: 16214.0303 - mean_absolute_error: 77.0959 - val_loss: 32391.9616 - val_mean_absolute_error: 142.4712
Epoch 3001/5000
148/148 [==============================] - 0s 27us/step - loss: 16211.1436 - mean_absolute_error: 77.0830 - val_loss: 32382.7080 - val_mean_absolute_error: 142.4458
Epoch 3002/5000
148/148 [==============================] - 0s 34us/step - loss: 16208.2637 - mean_absolute_error: 77.0701 - val_loss: 32373.4676 - val_mean_absolute_error: 142.4205
Epoch 3003/5000
148/148 [==============================] - 0s 34us/step - loss: 16205.3848 - mean_absolute_error: 77.0572 - val_loss: 32364.2384 - val_mean_absolute_error: 142.3951
Epoch 3004/5000
148/148 [==============================] - 0s 20us/step - loss: 16202.5117 - mean_absolute_error: 77.0443 - val_loss: 32355.0214 - val_mean_absolute_error: 142.3699
Epoch 3005/5000
148/148 [==============================] - 0s 27us/step - loss: 16199.6436 - mean_absolute_error: 77.0314 - val_loss: 32345.7808 - val_mean_absolute_error: 142.3445
Epoch 3006/5000
148/148 [==============================] - 0s 20us/step - loss: 16196.7773 - mean_absolute_error: 77.0185 - val_loss: 32336.5535 - val_mean_absolute_error: 142.3192
Epoch 3007/5000
148/148 [==============================] - 0s 27us/step - loss: 16193.9121 - mean_absolute_error: 77.0057 - val_loss: 32327.3320 - val_mean_absolute_error: 142.2939
Epoch 3008/5000
148/148 [==============================] - 0s 27us/step - loss: 16191.0537 - mean_absolute_error: 76.9929 - val_loss: 32318.1201 - val_mean_absolute_error: 142.2686
Epoch 3009/5000
148/148 [==============================] - 0s 34us/step - loss: 16188.1973 - mean_absolute_error: 76.9800 - val_loss: 32308.9221 - val_mean_absolute_error: 142.2434
Epoch 3010/5000
148/148 [==============================] - 0s 27us/step - loss: 16185.3467 - mean_absolute_error: 76.9672 - val_loss: 32299.7351 - val_mean_absolute_error: 142.2181
Epoch 3011/5000
148/148 [==============================] - 0s 20us/step - loss: 16182.4980 - mean_absolute_error: 76.9544 - val_loss: 32290.5558 - val_mean_absolute_error: 142.1929
Epoch 3012/5000
148/148 [==============================] - 0s 27us/step - loss: 16179.6436 - mean_absolute_error: 76.9416 - val_loss: 32281.3360 - val_mean_absolute_error: 142.1677
Epoch 3013/5000
148/148 [==============================] - 0s 27us/step - loss: 16176.7773 - mean_absolute_error: 76.9287 - val_loss: 32272.0796 - val_mean_absolute_error: 142.1423
Epoch 3014/5000
148/148 [==============================] - 0s 27us/step - loss: 16173.8984 - mean_absolute_error: 76.9158 - val_loss: 32262.7979 - val_mean_absolute_error: 142.1169
Epoch 3015/5000
148/148 [==============================] - 0s 34us/step - loss: 16171.0137 - mean_absolute_error: 76.9029 - val_loss: 32253.4873 - val_mean_absolute_error: 142.0915
Epoch 3016/5000
148/148 [==============================] - 0s 27us/step - loss: 16168.1221 - mean_absolute_error: 76.8899 - val_loss: 32244.1517 - val_mean_absolute_error: 142.0660
Epoch 3017/5000
148/148 [==============================] - 0s 27us/step - loss: 16165.2246 - mean_absolute_error: 76.8769 - val_loss: 32234.8005 - val_mean_absolute_error: 142.0405
Epoch 3018/5000
148/148 [==============================] - 0s 20us/step - loss: 16162.3193 - mean_absolute_error: 76.8638 - val_loss: 32225.4321 - val_mean_absolute_error: 142.0150
Epoch 3019/5000
148/148 [==============================] - 0s 34us/step - loss: 16159.4121 - mean_absolute_error: 76.8507 - val_loss: 32216.0461 - val_mean_absolute_error: 141.9894
Epoch 3020/5000
148/148 [==============================] - 0s 27us/step - loss: 16156.5020 - mean_absolute_error: 76.8376 - val_loss: 32206.6542 - val_mean_absolute_error: 141.9638
Epoch 3021/5000
148/148 [==============================] - 0s 27us/step - loss: 16153.5859 - mean_absolute_error: 76.8245 - val_loss: 32197.2449 - val_mean_absolute_error: 141.9382
Epoch 3022/5000
148/148 [==============================] - 0s 34us/step - loss: 16150.6709 - mean_absolute_error: 76.8113 - val_loss: 32187.8338 - val_mean_absolute_error: 141.9126
Epoch 3023/5000
148/148 [==============================] - 0s 34us/step - loss: 16147.7549 - mean_absolute_error: 76.7982 - val_loss: 32178.4148 - val_mean_absolute_error: 141.8870
Epoch 3024/5000
148/148 [==============================] - 0s 34us/step - loss: 16144.8359 - mean_absolute_error: 76.7850 - val_loss: 32168.9824 - val_mean_absolute_error: 141.8613
Epoch 3025/5000
148/148 [==============================] - 0s 20us/step - loss: 16141.9189 - mean_absolute_error: 76.7718 - val_loss: 32159.5364 - val_mean_absolute_error: 141.8357
Epoch 3026/5000
148/148 [==============================] - 0s 27us/step - loss: 16139.0020 - mean_absolute_error: 76.7586 - val_loss: 32150.0918 - val_mean_absolute_error: 141.8100
Epoch 3027/5000
148/148 [==============================] - 0s 20us/step - loss: 16136.0791 - mean_absolute_error: 76.7455 - val_loss: 32140.6495 - val_mean_absolute_error: 141.7843
Epoch 3028/5000
148/148 [==============================] - 0s 27us/step - loss: 16133.1621 - mean_absolute_error: 76.7323 - val_loss: 32131.2073 - val_mean_absolute_error: 141.7587
Epoch 3029/5000
148/148 [==============================] - 0s 27us/step - loss: 16130.2480 - mean_absolute_error: 76.7191 - val_loss: 32121.7668 - val_mean_absolute_error: 141.7330
Epoch 3030/5000
148/148 [==============================] - 0s 27us/step - loss: 16127.3311 - mean_absolute_error: 76.7059 - val_loss: 32112.3278 - val_mean_absolute_error: 141.7074
Epoch 3031/5000
148/148 [==============================] - 0s 34us/step - loss: 16124.4170 - mean_absolute_error: 76.6927 - val_loss: 32102.8890 - val_mean_absolute_error: 141.6817
Epoch 3032/5000
148/148 [==============================] - 0s 27us/step - loss: 16121.5068 - mean_absolute_error: 76.6795 - val_loss: 32093.4557 - val_mean_absolute_error: 141.6561
Epoch 3033/5000
148/148 [==============================] - 0s 27us/step - loss: 16118.5967 - mean_absolute_error: 76.6663 - val_loss: 32084.0268 - val_mean_absolute_error: 141.6305
Epoch 3034/5000
148/148 [==============================] - 0s 27us/step - loss: 16115.6895 - mean_absolute_error: 76.6532 - val_loss: 32074.6068 - val_mean_absolute_error: 141.6049
Epoch 3035/5000
148/148 [==============================] - 0s 27us/step - loss: 16112.7803 - mean_absolute_error: 76.6400 - val_loss: 32065.1813 - val_mean_absolute_error: 141.5793
Epoch 3036/5000
148/148 [==============================] - 0s 27us/step - loss: 16109.8770 - mean_absolute_error: 76.6268 - val_loss: 32055.7708 - val_mean_absolute_error: 141.5536
Epoch 3037/5000
148/148 [==============================] - 0s 34us/step - loss: 16106.9746 - mean_absolute_error: 76.6137 - val_loss: 32046.3645 - val_mean_absolute_error: 141.5281
Epoch 3038/5000
148/148 [==============================] - 0s 20us/step - loss: 16104.0781 - mean_absolute_error: 76.6005 - val_loss: 32036.9617 - val_mean_absolute_error: 141.5025
Epoch 3039/5000
148/148 [==============================] - 0s 27us/step - loss: 16101.1826 - mean_absolute_error: 76.5874 - val_loss: 32027.5666 - val_mean_absolute_error: 141.4769
Epoch 3040/5000
148/148 [==============================] - 0s 20us/step - loss: 16098.2891 - mean_absolute_error: 76.5742 - val_loss: 32018.1773 - val_mean_absolute_error: 141.4514
Epoch 3041/5000
148/148 [==============================] - 0s 27us/step - loss: 16095.3984 - mean_absolute_error: 76.5611 - val_loss: 32008.7972 - val_mean_absolute_error: 141.4259
Epoch 3042/5000
148/148 [==============================] - 0s 27us/step - loss: 16092.5117 - mean_absolute_error: 76.5480 - val_loss: 31999.4271 - val_mean_absolute_error: 141.4004
Epoch 3043/5000
148/148 [==============================] - 0s 27us/step - loss: 16089.6279 - mean_absolute_error: 76.5349 - val_loss: 31990.0607 - val_mean_absolute_error: 141.3749
Epoch 3044/5000
148/148 [==============================] - 0s 34us/step - loss: 16086.7451 - mean_absolute_error: 76.5218 - val_loss: 31980.7040 - val_mean_absolute_error: 141.3494
Epoch 3045/5000
148/148 [==============================] - 0s 27us/step - loss: 16083.8682 - mean_absolute_error: 76.5087 - val_loss: 31971.3528 - val_mean_absolute_error: 141.3239
Epoch 3046/5000
148/148 [==============================] - 0s 20us/step - loss: 16080.9902 - mean_absolute_error: 76.4956 - val_loss: 31962.0131 - val_mean_absolute_error: 141.2985
Epoch 3047/5000
148/148 [==============================] - 0s 34us/step - loss: 16078.1201 - mean_absolute_error: 76.4825 - val_loss: 31952.6789 - val_mean_absolute_error: 141.2730
Epoch 3048/5000
148/148 [==============================] - 0s 34us/step - loss: 16075.2500 - mean_absolute_error: 76.4694 - val_loss: 31943.3508 - val_mean_absolute_error: 141.2476
Epoch 3049/5000
148/148 [==============================] - 0s 20us/step - loss: 16072.3838 - mean_absolute_error: 76.4564 - val_loss: 31934.0339 - val_mean_absolute_error: 141.2222
Epoch 3050/5000
148/148 [==============================] - 0s 27us/step - loss: 16069.5205 - mean_absolute_error: 76.4433 - val_loss: 31924.7189 - val_mean_absolute_error: 141.1968
Epoch 3051/5000
148/148 [==============================] - 0s 27us/step - loss: 16066.6602 - mean_absolute_error: 76.4303 - val_loss: 31915.4251 - val_mean_absolute_error: 141.1715
Epoch 3052/5000
148/148 [==============================] - 0s 20us/step - loss: 16063.8057 - mean_absolute_error: 76.4173 - val_loss: 31906.1312 - val_mean_absolute_error: 141.1461
Epoch 3053/5000
148/148 [==============================] - 0s 27us/step - loss: 16060.9531 - mean_absolute_error: 76.4043 - val_loss: 31896.8467 - val_mean_absolute_error: 141.1208
Epoch 3054/5000
148/148 [==============================] - 0s 34us/step - loss: 16058.1016 - mean_absolute_error: 76.3913 - val_loss: 31887.5717 - val_mean_absolute_error: 141.0955
Epoch 3055/5000
148/148 [==============================] - 0s 27us/step - loss: 16055.2568 - mean_absolute_error: 76.3783 - val_loss: 31878.3047 - val_mean_absolute_error: 141.0702
Epoch 3056/5000
148/148 [==============================] - 0s 34us/step - loss: 16052.4141 - mean_absolute_error: 76.3653 - val_loss: 31869.0492 - val_mean_absolute_error: 141.0449
Epoch 3057/5000
148/148 [==============================] - 0s 27us/step - loss: 16049.5742 - mean_absolute_error: 76.3523 - val_loss: 31859.7991 - val_mean_absolute_error: 141.0196
Epoch 3058/5000
148/148 [==============================] - 0s 27us/step - loss: 16046.7344 - mean_absolute_error: 76.3393 - val_loss: 31850.5567 - val_mean_absolute_error: 140.9944
Epoch 3059/5000
148/148 [==============================] - 0s 20us/step - loss: 16043.9023 - mean_absolute_error: 76.3264 - val_loss: 31841.3259 - val_mean_absolute_error: 140.9692
Epoch 3060/5000
148/148 [==============================] - 0s 27us/step - loss: 16041.0723 - mean_absolute_error: 76.3135 - val_loss: 31832.1047 - val_mean_absolute_error: 140.9440
Epoch 3061/5000
148/148 [==============================] - 0s 27us/step - loss: 16038.2451 - mean_absolute_error: 76.3005 - val_loss: 31822.8891 - val_mean_absolute_error: 140.9188
Epoch 3062/5000
148/148 [==============================] - 0s 27us/step - loss: 16035.4160 - mean_absolute_error: 76.2876 - val_loss: 31813.6773 - val_mean_absolute_error: 140.8936
Epoch 3063/5000
148/148 [==============================] - 0s 34us/step - loss: 16032.5830 - mean_absolute_error: 76.2746 - val_loss: 31804.4732 - val_mean_absolute_error: 140.8684
Epoch 3064/5000
148/148 [==============================] - 0s 27us/step - loss: 16029.7520 - mean_absolute_error: 76.2617 - val_loss: 31795.2707 - val_mean_absolute_error: 140.8432
Epoch 3065/5000
148/148 [==============================] - 0s 27us/step - loss: 16026.9209 - mean_absolute_error: 76.2487 - val_loss: 31786.0720 - val_mean_absolute_error: 140.8180
Epoch 3066/5000
148/148 [==============================] - 0s 20us/step - loss: 16024.0928 - mean_absolute_error: 76.2358 - val_loss: 31776.8795 - val_mean_absolute_error: 140.7928
Epoch 3067/5000
148/148 [==============================] - 0s 27us/step - loss: 16021.2656 - mean_absolute_error: 76.2228 - val_loss: 31767.6941 - val_mean_absolute_error: 140.7677
Epoch 3068/5000
148/148 [==============================] - 0s 27us/step - loss: 16018.4375 - mean_absolute_error: 76.2098 - val_loss: 31758.5129 - val_mean_absolute_error: 140.7425
Epoch 3069/5000
148/148 [==============================] - 0s 27us/step - loss: 16015.6113 - mean_absolute_error: 76.1969 - val_loss: 31749.3371 - val_mean_absolute_error: 140.7173
Epoch 3070/5000
148/148 [==============================] - 0s 41us/step - loss: 16012.7871 - mean_absolute_error: 76.1839 - val_loss: 31740.1650 - val_mean_absolute_error: 140.6921
Epoch 3071/5000
148/148 [==============================] - 0s 27us/step - loss: 16009.9658 - mean_absolute_error: 76.1710 - val_loss: 31730.9950 - val_mean_absolute_error: 140.6671
Epoch 3072/5000
148/148 [==============================] - 0s 34us/step - loss: 16007.1455 - mean_absolute_error: 76.1581 - val_loss: 31721.8368 - val_mean_absolute_error: 140.6425
Epoch 3073/5000
148/148 [==============================] - 0s 20us/step - loss: 16004.3311 - mean_absolute_error: 76.1452 - val_loss: 31712.6837 - val_mean_absolute_error: 140.6180
Epoch 3074/5000
148/148 [==============================] - 0s 27us/step - loss: 16001.5166 - mean_absolute_error: 76.1323 - val_loss: 31703.5383 - val_mean_absolute_error: 140.5935
Epoch 3075/5000
148/148 [==============================] - 0s 20us/step - loss: 15998.7041 - mean_absolute_error: 76.1194 - val_loss: 31694.3951 - val_mean_absolute_error: 140.5690
Epoch 3076/5000
148/148 [==============================] - 0s 20us/step - loss: 15995.8955 - mean_absolute_error: 76.1065 - val_loss: 31685.2557 - val_mean_absolute_error: 140.5445
Epoch 3077/5000
148/148 [==============================] - 0s 27us/step - loss: 15993.0879 - mean_absolute_error: 76.0937 - val_loss: 31676.1236 - val_mean_absolute_error: 140.5199
Epoch 3078/5000
148/148 [==============================] - 0s 27us/step - loss: 15990.2852 - mean_absolute_error: 76.0808 - val_loss: 31666.9973 - val_mean_absolute_error: 140.4955
Epoch 3079/5000
148/148 [==============================] - 0s 34us/step - loss: 15987.4834 - mean_absolute_error: 76.0680 - val_loss: 31657.8807 - val_mean_absolute_error: 140.4710
Epoch 3080/5000
148/148 [==============================] - 0s 27us/step - loss: 15984.6846 - mean_absolute_error: 76.0556 - val_loss: 31648.7717 - val_mean_absolute_error: 140.4465
Epoch 3081/5000
148/148 [==============================] - 0s 27us/step - loss: 15981.8906 - mean_absolute_error: 76.0432 - val_loss: 31639.6683 - val_mean_absolute_error: 140.4221
Epoch 3082/5000
148/148 [==============================] - 0s 34us/step - loss: 15979.0967 - mean_absolute_error: 76.0309 - val_loss: 31630.5746 - val_mean_absolute_error: 140.3977
Epoch 3083/5000
148/148 [==============================] - 0s 20us/step - loss: 15976.3057 - mean_absolute_error: 76.0186 - val_loss: 31621.4845 - val_mean_absolute_error: 140.3733
Epoch 3084/5000
148/148 [==============================] - 0s 27us/step - loss: 15973.5186 - mean_absolute_error: 76.0063 - val_loss: 31612.4059 - val_mean_absolute_error: 140.3489
Epoch 3085/5000
148/148 [==============================] - 0s 34us/step - loss: 15970.7314 - mean_absolute_error: 75.9940 - val_loss: 31603.3409 - val_mean_absolute_error: 140.3245
Epoch 3086/5000
148/148 [==============================] - 0s 27us/step - loss: 15967.9512 - mean_absolute_error: 75.9817 - val_loss: 31594.2758 - val_mean_absolute_error: 140.3001
Epoch 3087/5000
148/148 [==============================] - 0s 27us/step - loss: 15965.1738 - mean_absolute_error: 75.9694 - val_loss: 31585.2185 - val_mean_absolute_error: 140.2757
Epoch 3088/5000
148/148 [==============================] - 0s 27us/step - loss: 15962.3965 - mean_absolute_error: 75.9571 - val_loss: 31576.1684 - val_mean_absolute_error: 140.2512
Epoch 3089/5000
148/148 [==============================] - 0s 27us/step - loss: 15959.6230 - mean_absolute_error: 75.9449 - val_loss: 31567.1282 - val_mean_absolute_error: 140.2268
Epoch 3090/5000
148/148 [==============================] - 0s 27us/step - loss: 15956.8535 - mean_absolute_error: 75.9326 - val_loss: 31558.0934 - val_mean_absolute_error: 140.2025
Epoch 3091/5000
148/148 [==============================] - 0s 27us/step - loss: 15954.0840 - mean_absolute_error: 75.9204 - val_loss: 31549.0667 - val_mean_absolute_error: 140.1781
Epoch 3092/5000
148/148 [==============================] - 0s 27us/step - loss: 15951.3213 - mean_absolute_error: 75.9082 - val_loss: 31540.0530 - val_mean_absolute_error: 140.1537
Epoch 3093/5000
148/148 [==============================] - 0s 27us/step - loss: 15948.5596 - mean_absolute_error: 75.8961 - val_loss: 31531.0492 - val_mean_absolute_error: 140.1294
Epoch 3094/5000
148/148 [==============================] - 0s 27us/step - loss: 15945.8008 - mean_absolute_error: 75.8840 - val_loss: 31522.0508 - val_mean_absolute_error: 140.1051
Epoch 3095/5000
148/148 [==============================] - 0s 27us/step - loss: 15943.0439 - mean_absolute_error: 75.8718 - val_loss: 31513.0581 - val_mean_absolute_error: 140.0808
Epoch 3096/5000
148/148 [==============================] - 0s 27us/step - loss: 15940.2920 - mean_absolute_error: 75.8597 - val_loss: 31504.0770 - val_mean_absolute_error: 140.0565
Epoch 3097/5000
148/148 [==============================] - 0s 27us/step - loss: 15937.5391 - mean_absolute_error: 75.8477 - val_loss: 31495.1056 - val_mean_absolute_error: 140.0323
Epoch 3098/5000
148/148 [==============================] - 0s 34us/step - loss: 15934.7939 - mean_absolute_error: 75.8356 - val_loss: 31486.1378 - val_mean_absolute_error: 140.0080
Epoch 3099/5000
148/148 [==============================] - 0s 34us/step - loss: 15932.0488 - mean_absolute_error: 75.8235 - val_loss: 31477.1777 - val_mean_absolute_error: 139.9837
Epoch 3100/5000
148/148 [==============================] - 0s 27us/step - loss: 15929.3057 - mean_absolute_error: 75.8114 - val_loss: 31468.2289 - val_mean_absolute_error: 139.9594
Epoch 3101/5000
148/148 [==============================] - 0s 20us/step - loss: 15926.5693 - mean_absolute_error: 75.7994 - val_loss: 31459.2883 - val_mean_absolute_error: 139.9352
Epoch 3102/5000
148/148 [==============================] - 0s 34us/step - loss: 15923.8330 - mean_absolute_error: 75.7873 - val_loss: 31450.3528 - val_mean_absolute_error: 139.9110
Epoch 3103/5000
148/148 [==============================] - 0s 34us/step - loss: 15921.0996 - mean_absolute_error: 75.7753 - val_loss: 31441.4289 - val_mean_absolute_error: 139.8867
Epoch 3104/5000
148/148 [==============================] - 0s 27us/step - loss: 15918.3662 - mean_absolute_error: 75.7632 - val_loss: 31432.5144 - val_mean_absolute_error: 139.8626
Epoch 3105/5000
148/148 [==============================] - 0s 27us/step - loss: 15915.6406 - mean_absolute_error: 75.7512 - val_loss: 31423.6064 - val_mean_absolute_error: 139.8384
Epoch 3106/5000
148/148 [==============================] - 0s 20us/step - loss: 15912.9160 - mean_absolute_error: 75.7392 - val_loss: 31414.7073 - val_mean_absolute_error: 139.8142
Epoch 3107/5000
148/148 [==============================] - 0s 34us/step - loss: 15910.1943 - mean_absolute_error: 75.7272 - val_loss: 31405.8159 - val_mean_absolute_error: 139.7901
Epoch 3108/5000
148/148 [==============================] - 0s 34us/step - loss: 15907.4727 - mean_absolute_error: 75.7152 - val_loss: 31396.9340 - val_mean_absolute_error: 139.7660
Epoch 3109/5000
148/148 [==============================] - 0s 27us/step - loss: 15904.7549 - mean_absolute_error: 75.7032 - val_loss: 31388.0619 - val_mean_absolute_error: 139.7419
Epoch 3110/5000
148/148 [==============================] - 0s 27us/step - loss: 15902.0439 - mean_absolute_error: 75.6913 - val_loss: 31379.1971 - val_mean_absolute_error: 139.7178
Epoch 3111/5000
148/148 [==============================] - 0s 27us/step - loss: 15899.3311 - mean_absolute_error: 75.6793 - val_loss: 31370.3385 - val_mean_absolute_error: 139.6937
Epoch 3112/5000
148/148 [==============================] - 0s 27us/step - loss: 15896.6230 - mean_absolute_error: 75.6674 - val_loss: 31361.4872 - val_mean_absolute_error: 139.6696
Epoch 3113/5000
148/148 [==============================] - 0s 27us/step - loss: 15893.9189 - mean_absolute_error: 75.6554 - val_loss: 31352.6516 - val_mean_absolute_error: 139.6456
Epoch 3114/5000
148/148 [==============================] - 0s 20us/step - loss: 15891.2148 - mean_absolute_error: 75.6435 - val_loss: 31343.8193 - val_mean_absolute_error: 139.6216
Epoch 3115/5000
148/148 [==============================] - 0s 34us/step - loss: 15888.5137 - mean_absolute_error: 75.6316 - val_loss: 31334.9929 - val_mean_absolute_error: 139.5976
Epoch 3116/5000
148/148 [==============================] - 0s 27us/step - loss: 15885.8154 - mean_absolute_error: 75.6196 - val_loss: 31326.1818 - val_mean_absolute_error: 139.5736
Epoch 3117/5000
148/148 [==============================] - 0s 27us/step - loss: 15883.1201 - mean_absolute_error: 75.6077 - val_loss: 31317.3785 - val_mean_absolute_error: 139.5496
Epoch 3118/5000
148/148 [==============================] - 0s 27us/step - loss: 15880.4277 - mean_absolute_error: 75.5958 - val_loss: 31308.5807 - val_mean_absolute_error: 139.5257
Epoch 3119/5000
148/148 [==============================] - 0s 27us/step - loss: 15877.7383 - mean_absolute_error: 75.5840 - val_loss: 31299.7866 - val_mean_absolute_error: 139.5018
Epoch 3120/5000
148/148 [==============================] - 0s 27us/step - loss: 15875.0508 - mean_absolute_error: 75.5721 - val_loss: 31291.0043 - val_mean_absolute_error: 139.4778
Epoch 3121/5000
148/148 [==============================] - 0s 41us/step - loss: 15872.3652 - mean_absolute_error: 75.5602 - val_loss: 31282.2354 - val_mean_absolute_error: 139.4540
Epoch 3122/5000
148/148 [==============================] - 0s 27us/step - loss: 15869.6846 - mean_absolute_error: 75.5483 - val_loss: 31273.4700 - val_mean_absolute_error: 139.4301
Epoch 3123/5000
148/148 [==============================] - 0s 27us/step - loss: 15867.0068 - mean_absolute_error: 75.5365 - val_loss: 31264.7123 - val_mean_absolute_error: 139.4062
Epoch 3124/5000
148/148 [==============================] - 0s 27us/step - loss: 15864.3291 - mean_absolute_error: 75.5247 - val_loss: 31255.9661 - val_mean_absolute_error: 139.3824
Epoch 3125/5000
148/148 [==============================] - 0s 27us/step - loss: 15861.6533 - mean_absolute_error: 75.5128 - val_loss: 31247.2277 - val_mean_absolute_error: 139.3586
Epoch 3126/5000
148/148 [==============================] - 0s 34us/step - loss: 15858.9844 - mean_absolute_error: 75.5010 - val_loss: 31238.4970 - val_mean_absolute_error: 139.3348
Epoch 3127/5000
148/148 [==============================] - 0s 27us/step - loss: 15856.3145 - mean_absolute_error: 75.4892 - val_loss: 31229.7735 - val_mean_absolute_error: 139.3110
Epoch 3128/5000
148/148 [==============================] - 0s 27us/step - loss: 15853.6465 - mean_absolute_error: 75.4775 - val_loss: 31221.0368 - val_mean_absolute_error: 139.2872
Epoch 3129/5000
148/148 [==============================] - 0s 20us/step - loss: 15850.9844 - mean_absolute_error: 75.4663 - val_loss: 31212.3037 - val_mean_absolute_error: 139.2634
Epoch 3130/5000
148/148 [==============================] - 0s 27us/step - loss: 15848.3193 - mean_absolute_error: 75.4550 - val_loss: 31203.5786 - val_mean_absolute_error: 139.2396
Epoch 3131/5000
148/148 [==============================] - 0s 20us/step - loss: 15845.6641 - mean_absolute_error: 75.4438 - val_loss: 31194.8607 - val_mean_absolute_error: 139.2158
Epoch 3132/5000
148/148 [==============================] - 0s 20us/step - loss: 15843.0068 - mean_absolute_error: 75.4326 - val_loss: 31186.1506 - val_mean_absolute_error: 139.1921
Epoch 3133/5000
148/148 [==============================] - 0s 27us/step - loss: 15840.3535 - mean_absolute_error: 75.4214 - val_loss: 31177.4483 - val_mean_absolute_error: 139.1683
Epoch 3134/5000
148/148 [==============================] - 0s 34us/step - loss: 15837.7012 - mean_absolute_error: 75.4102 - val_loss: 31168.7572 - val_mean_absolute_error: 139.1446
Epoch 3135/5000
148/148 [==============================] - 0s 27us/step - loss: 15835.0527 - mean_absolute_error: 75.3990 - val_loss: 31160.0739 - val_mean_absolute_error: 139.1209
Epoch 3136/5000
148/148 [==============================] - 0s 20us/step - loss: 15832.4053 - mean_absolute_error: 75.3878 - val_loss: 31151.3924 - val_mean_absolute_error: 139.0973
Epoch 3137/5000
148/148 [==============================] - 0s 27us/step - loss: 15829.7617 - mean_absolute_error: 75.3767 - val_loss: 31142.7225 - val_mean_absolute_error: 139.0736
Epoch 3138/5000
148/148 [==============================] - 0s 27us/step - loss: 15827.1221 - mean_absolute_error: 75.3655 - val_loss: 31134.0622 - val_mean_absolute_error: 139.0500
Epoch 3139/5000
148/148 [==============================] - 0s 27us/step - loss: 15824.4844 - mean_absolute_error: 75.3544 - val_loss: 31125.4073 - val_mean_absolute_error: 139.0263
Epoch 3140/5000
148/148 [==============================] - 0s 34us/step - loss: 15821.8467 - mean_absolute_error: 75.3432 - val_loss: 31116.7642 - val_mean_absolute_error: 139.0027
Epoch 3141/5000
148/148 [==============================] - 0s 34us/step - loss: 15819.2109 - mean_absolute_error: 75.3321 - val_loss: 31108.1303 - val_mean_absolute_error: 138.9792
Epoch 3142/5000
148/148 [==============================] - 0s 20us/step - loss: 15816.5791 - mean_absolute_error: 75.3210 - val_loss: 31099.4990 - val_mean_absolute_error: 138.9556
Epoch 3143/5000
148/148 [==============================] - 0s 20us/step - loss: 15813.9512 - mean_absolute_error: 75.3098 - val_loss: 31090.8822 - val_mean_absolute_error: 138.9320
Epoch 3144/5000
148/148 [==============================] - 0s 27us/step - loss: 15811.3223 - mean_absolute_error: 75.2987 - val_loss: 31082.2673 - val_mean_absolute_error: 138.9085
Epoch 3145/5000
148/148 [==============================] - 0s 27us/step - loss: 15808.6973 - mean_absolute_error: 75.2876 - val_loss: 31073.6626 - val_mean_absolute_error: 138.8850
Epoch 3146/5000
148/148 [==============================] - 0s 27us/step - loss: 15806.0762 - mean_absolute_error: 75.2765 - val_loss: 31065.0672 - val_mean_absolute_error: 138.8615
Epoch 3147/5000
148/148 [==============================] - 0s 34us/step - loss: 15803.4580 - mean_absolute_error: 75.2655 - val_loss: 31056.4791 - val_mean_absolute_error: 138.8380
Epoch 3148/5000
148/148 [==============================] - 0s 27us/step - loss: 15800.8398 - mean_absolute_error: 75.2544 - val_loss: 31047.8951 - val_mean_absolute_error: 138.8145
Epoch 3149/5000
148/148 [==============================] - 0s 20us/step - loss: 15798.2227 - mean_absolute_error: 75.2433 - val_loss: 31039.3246 - val_mean_absolute_error: 138.7911
Epoch 3150/5000
148/148 [==============================] - 0s 34us/step - loss: 15795.6113 - mean_absolute_error: 75.2323 - val_loss: 31030.7633 - val_mean_absolute_error: 138.7677
Epoch 3151/5000
148/148 [==============================] - 0s 27us/step - loss: 15793.0020 - mean_absolute_error: 75.2212 - val_loss: 31022.2043 - val_mean_absolute_error: 138.7442
Epoch 3152/5000
148/148 [==============================] - 0s 20us/step - loss: 15790.3936 - mean_absolute_error: 75.2102 - val_loss: 31013.6565 - val_mean_absolute_error: 138.7209
Epoch 3153/5000
148/148 [==============================] - 0s 41us/step - loss: 15787.7871 - mean_absolute_error: 75.1991 - val_loss: 31005.1143 - val_mean_absolute_error: 138.6975
Epoch 3154/5000
148/148 [==============================] - 0s 34us/step - loss: 15785.1826 - mean_absolute_error: 75.1881 - val_loss: 30996.5821 - val_mean_absolute_error: 138.6741
Epoch 3155/5000
148/148 [==============================] - 0s 27us/step - loss: 15782.5840 - mean_absolute_error: 75.1771 - val_loss: 30988.0570 - val_mean_absolute_error: 138.6508
Epoch 3156/5000
148/148 [==============================] - 0s 27us/step - loss: 15779.9834 - mean_absolute_error: 75.1661 - val_loss: 30979.5400 - val_mean_absolute_error: 138.6275
Epoch 3157/5000
148/148 [==============================] - 0s 34us/step - loss: 15777.3848 - mean_absolute_error: 75.1551 - val_loss: 30971.0303 - val_mean_absolute_error: 138.6042
Epoch 3158/5000
148/148 [==============================] - 0s 34us/step - loss: 15774.7920 - mean_absolute_error: 75.1441 - val_loss: 30962.5153 - val_mean_absolute_error: 138.5808
Epoch 3159/5000
148/148 [==============================] - 0s 34us/step - loss: 15772.1992 - mean_absolute_error: 75.1331 - val_loss: 30953.9897 - val_mean_absolute_error: 138.5575
Epoch 3160/5000
148/148 [==============================] - 0s 34us/step - loss: 15769.6094 - mean_absolute_error: 75.1221 - val_loss: 30945.4743 - val_mean_absolute_error: 138.5342
Epoch 3161/5000
148/148 [==============================] - 0s 41us/step - loss: 15767.0215 - mean_absolute_error: 75.1112 - val_loss: 30936.9646 - val_mean_absolute_error: 138.5109
Epoch 3162/5000
148/148 [==============================] - 0s 27us/step - loss: 15764.4355 - mean_absolute_error: 75.1002 - val_loss: 30928.4662 - val_mean_absolute_error: 138.4877
Epoch 3163/5000
148/148 [==============================] - 0s 27us/step - loss: 15761.8535 - mean_absolute_error: 75.0893 - val_loss: 30919.9737 - val_mean_absolute_error: 138.4644
Epoch 3164/5000
148/148 [==============================] - 0s 27us/step - loss: 15759.2715 - mean_absolute_error: 75.0783 - val_loss: 30911.4923 - val_mean_absolute_error: 138.4412
Epoch 3165/5000
148/148 [==============================] - 0s 27us/step - loss: 15756.6904 - mean_absolute_error: 75.0674 - val_loss: 30903.0092 - val_mean_absolute_error: 138.4179
Epoch 3166/5000
148/148 [==============================] - 0s 20us/step - loss: 15754.1152 - mean_absolute_error: 75.0565 - val_loss: 30894.5393 - val_mean_absolute_error: 138.3948
Epoch 3167/5000
148/148 [==============================] - 0s 27us/step - loss: 15751.5420 - mean_absolute_error: 75.0456 - val_loss: 30886.0812 - val_mean_absolute_error: 138.3716
Epoch 3168/5000
148/148 [==============================] - 0s 27us/step - loss: 15748.9697 - mean_absolute_error: 75.0347 - val_loss: 30877.6247 - val_mean_absolute_error: 138.3484
Epoch 3169/5000
148/148 [==============================] - 0s 34us/step - loss: 15746.3965 - mean_absolute_error: 75.0238 - val_loss: 30869.1780 - val_mean_absolute_error: 138.3253
Epoch 3170/5000
148/148 [==============================] - 0s 27us/step - loss: 15743.8291 - mean_absolute_error: 75.0129 - val_loss: 30860.7428 - val_mean_absolute_error: 138.3022
Epoch 3171/5000
148/148 [==============================] - 0s 34us/step - loss: 15741.2637 - mean_absolute_error: 75.0020 - val_loss: 30852.3132 - val_mean_absolute_error: 138.2790
Epoch 3172/5000
148/148 [==============================] - 0s 20us/step - loss: 15738.7012 - mean_absolute_error: 74.9911 - val_loss: 30843.8892 - val_mean_absolute_error: 138.2559
Epoch 3173/5000
148/148 [==============================] - 0s 34us/step - loss: 15736.1387 - mean_absolute_error: 74.9803 - val_loss: 30835.4729 - val_mean_absolute_error: 138.2329
Epoch 3174/5000
148/148 [==============================] - 0s 34us/step - loss: 15733.5811 - mean_absolute_error: 74.9694 - val_loss: 30827.0605 - val_mean_absolute_error: 138.2098
Epoch 3175/5000
148/148 [==============================] - 0s 20us/step - loss: 15731.0215 - mean_absolute_error: 74.9586 - val_loss: 30818.6636 - val_mean_absolute_error: 138.1867
Epoch 3176/5000
148/148 [==============================] - 0s 20us/step - loss: 15728.4658 - mean_absolute_error: 74.9477 - val_loss: 30810.2701 - val_mean_absolute_error: 138.1637
Epoch 3177/5000
148/148 [==============================] - 0s 27us/step - loss: 15725.9160 - mean_absolute_error: 74.9369 - val_loss: 30801.8824 - val_mean_absolute_error: 138.1407
Epoch 3178/5000
148/148 [==============================] - 0s 27us/step - loss: 15723.3613 - mean_absolute_error: 74.9261 - val_loss: 30793.5021 - val_mean_absolute_error: 138.1177
Epoch 3179/5000
148/148 [==============================] - 0s 20us/step - loss: 15720.8105 - mean_absolute_error: 74.9153 - val_loss: 30785.1338 - val_mean_absolute_error: 138.0947
Epoch 3180/5000
148/148 [==============================] - 0s 20us/step - loss: 15718.2656 - mean_absolute_error: 74.9045 - val_loss: 30776.7693 - val_mean_absolute_error: 138.0718
Epoch 3181/5000
148/148 [==============================] - 0s 34us/step - loss: 15715.7197 - mean_absolute_error: 74.8937 - val_loss: 30768.4121 - val_mean_absolute_error: 138.0488
Epoch 3182/5000
148/148 [==============================] - 0s 27us/step - loss: 15713.1758 - mean_absolute_error: 74.8829 - val_loss: 30760.0453 - val_mean_absolute_error: 138.0259
Epoch 3183/5000
148/148 [==============================] - 0s 27us/step - loss: 15710.6348 - mean_absolute_error: 74.8721 - val_loss: 30751.6689 - val_mean_absolute_error: 138.0029
Epoch 3184/5000
148/148 [==============================] - 0s 27us/step - loss: 15708.0947 - mean_absolute_error: 74.8613 - val_loss: 30743.2943 - val_mean_absolute_error: 137.9799
Epoch 3185/5000
148/148 [==============================] - 0s 27us/step - loss: 15705.5605 - mean_absolute_error: 74.8506 - val_loss: 30734.9309 - val_mean_absolute_error: 137.9570
Epoch 3186/5000
148/148 [==============================] - 0s 20us/step - loss: 15703.0234 - mean_absolute_error: 74.8398 - val_loss: 30726.5699 - val_mean_absolute_error: 137.9341
Epoch 3187/5000
148/148 [==============================] - 0s 34us/step - loss: 15700.4902 - mean_absolute_error: 74.8291 - val_loss: 30718.2142 - val_mean_absolute_error: 137.9112
Epoch 3188/5000
148/148 [==============================] - 0s 27us/step - loss: 15697.9590 - mean_absolute_error: 74.8183 - val_loss: 30709.8740 - val_mean_absolute_error: 137.8883
Epoch 3189/5000
148/148 [==============================] - 0s 20us/step - loss: 15695.4307 - mean_absolute_error: 74.8076 - val_loss: 30701.5395 - val_mean_absolute_error: 137.8654
Epoch 3190/5000
148/148 [==============================] - 0s 34us/step - loss: 15692.9053 - mean_absolute_error: 74.7969 - val_loss: 30693.2089 - val_mean_absolute_error: 137.8425
Epoch 3191/5000
148/148 [==============================] - 0s 20us/step - loss: 15690.3779 - mean_absolute_error: 74.7862 - val_loss: 30684.8874 - val_mean_absolute_error: 137.8197
Epoch 3192/5000
148/148 [==============================] - 0s 27us/step - loss: 15687.8564 - mean_absolute_error: 74.7755 - val_loss: 30676.5740 - val_mean_absolute_error: 137.7969
Epoch 3193/5000
148/148 [==============================] - 0s 34us/step - loss: 15685.3340 - mean_absolute_error: 74.7649 - val_loss: 30668.2624 - val_mean_absolute_error: 137.7740
Epoch 3194/5000
148/148 [==============================] - 0s 27us/step - loss: 15682.8174 - mean_absolute_error: 74.7542 - val_loss: 30659.9583 - val_mean_absolute_error: 137.7512
Epoch 3195/5000
148/148 [==============================] - 0s 20us/step - loss: 15680.2969 - mean_absolute_error: 74.7436 - val_loss: 30651.6658 - val_mean_absolute_error: 137.7285
Epoch 3196/5000
148/148 [==============================] - 0s 27us/step - loss: 15677.7842 - mean_absolute_error: 74.7330 - val_loss: 30643.3808 - val_mean_absolute_error: 137.7057
Epoch 3197/5000
148/148 [==============================] - 0s 27us/step - loss: 15675.2715 - mean_absolute_error: 74.7224 - val_loss: 30635.1016 - val_mean_absolute_error: 137.6831
Epoch 3198/5000
148/148 [==============================] - 0s 27us/step - loss: 15672.7598 - mean_absolute_error: 74.7118 - val_loss: 30626.8299 - val_mean_absolute_error: 137.6604
Epoch 3199/5000
148/148 [==============================] - 0s 20us/step - loss: 15670.2520 - mean_absolute_error: 74.7012 - val_loss: 30618.5644 - val_mean_absolute_error: 137.6378
Epoch 3200/5000
148/148 [==============================] - 0s 41us/step - loss: 15667.7451 - mean_absolute_error: 74.6906 - val_loss: 30610.3059 - val_mean_absolute_error: 137.6152
Epoch 3201/5000
148/148 [==============================] - 0s 20us/step - loss: 15665.2383 - mean_absolute_error: 74.6800 - val_loss: 30602.0576 - val_mean_absolute_error: 137.5926
Epoch 3202/5000
148/148 [==============================] - 0s 27us/step - loss: 15662.7344 - mean_absolute_error: 74.6694 - val_loss: 30593.8124 - val_mean_absolute_error: 137.5700
Epoch 3203/5000
148/148 [==============================] - 0s 27us/step - loss: 15660.2314 - mean_absolute_error: 74.6588 - val_loss: 30585.5773 - val_mean_absolute_error: 137.5474
Epoch 3204/5000
148/148 [==============================] - 0s 27us/step - loss: 15657.7334 - mean_absolute_error: 74.6483 - val_loss: 30577.3478 - val_mean_absolute_error: 137.5249
Epoch 3205/5000
148/148 [==============================] - 0s 34us/step - loss: 15655.2344 - mean_absolute_error: 74.6377 - val_loss: 30569.1238 - val_mean_absolute_error: 137.5023
Epoch 3206/5000
148/148 [==============================] - 0s 27us/step - loss: 15652.7383 - mean_absolute_error: 74.6272 - val_loss: 30560.9135 - val_mean_absolute_error: 137.4798
Epoch 3207/5000
148/148 [==============================] - 0s 27us/step - loss: 15650.2432 - mean_absolute_error: 74.6166 - val_loss: 30552.7048 - val_mean_absolute_error: 137.4573
Epoch 3208/5000
148/148 [==============================] - 0s 27us/step - loss: 15647.7529 - mean_absolute_error: 74.6061 - val_loss: 30544.5018 - val_mean_absolute_error: 137.4348
Epoch 3209/5000
148/148 [==============================] - 0s 27us/step - loss: 15645.2598 - mean_absolute_error: 74.5956 - val_loss: 30536.3068 - val_mean_absolute_error: 137.4123
Epoch 3210/5000
148/148 [==============================] - 0s 34us/step - loss: 15642.7715 - mean_absolute_error: 74.5851 - val_loss: 30528.1229 - val_mean_absolute_error: 137.3899
Epoch 3211/5000
148/148 [==============================] - 0s 27us/step - loss: 15640.2842 - mean_absolute_error: 74.5746 - val_loss: 30519.9428 - val_mean_absolute_error: 137.3675
Epoch 3212/5000
148/148 [==============================] - 0s 27us/step - loss: 15637.7988 - mean_absolute_error: 74.5641 - val_loss: 30511.7668 - val_mean_absolute_error: 137.3451
Epoch 3213/5000
148/148 [==============================] - 0s 20us/step - loss: 15635.3174 - mean_absolute_error: 74.5536 - val_loss: 30503.6020 - val_mean_absolute_error: 137.3226
Epoch 3214/5000
148/148 [==============================] - 0s 27us/step - loss: 15632.8359 - mean_absolute_error: 74.5432 - val_loss: 30495.4431 - val_mean_absolute_error: 137.3003
Epoch 3215/5000
148/148 [==============================] - 0s 20us/step - loss: 15630.3545 - mean_absolute_error: 74.5328 - val_loss: 30487.2937 - val_mean_absolute_error: 137.2779
Epoch 3216/5000
148/148 [==============================] - 0s 34us/step - loss: 15627.8799 - mean_absolute_error: 74.5224 - val_loss: 30479.1443 - val_mean_absolute_error: 137.2555
Epoch 3217/5000
148/148 [==============================] - 0s 34us/step - loss: 15625.4033 - mean_absolute_error: 74.5120 - val_loss: 30471.0023 - val_mean_absolute_error: 137.2332
Epoch 3218/5000
148/148 [==============================] - 0s 20us/step - loss: 15622.9258 - mean_absolute_error: 74.5016 - val_loss: 30462.8720 - val_mean_absolute_error: 137.2108
Epoch 3219/5000
148/148 [==============================] - 0s 27us/step - loss: 15620.4561 - mean_absolute_error: 74.4913 - val_loss: 30454.7476 - val_mean_absolute_error: 137.1885
Epoch 3220/5000
148/148 [==============================] - 0s 34us/step - loss: 15617.9863 - mean_absolute_error: 74.4809 - val_loss: 30446.6286 - val_mean_absolute_error: 137.1662
Epoch 3221/5000
148/148 [==============================] - 0s 34us/step - loss: 15615.5166 - mean_absolute_error: 74.4706 - val_loss: 30438.5154 - val_mean_absolute_error: 137.1439
Epoch 3222/5000
148/148 [==============================] - 0s 34us/step - loss: 15613.0488 - mean_absolute_error: 74.4602 - val_loss: 30430.4118 - val_mean_absolute_error: 137.1216
Epoch 3223/5000
148/148 [==============================] - 0s 34us/step - loss: 15610.5840 - mean_absolute_error: 74.4499 - val_loss: 30422.3138 - val_mean_absolute_error: 137.0994
Epoch 3224/5000
148/148 [==============================] - 0s 27us/step - loss: 15608.1201 - mean_absolute_error: 74.4396 - val_loss: 30414.2234 - val_mean_absolute_error: 137.0771
Epoch 3225/5000
148/148 [==============================] - 0s 27us/step - loss: 15605.6602 - mean_absolute_error: 74.4292 - val_loss: 30406.1389 - val_mean_absolute_error: 137.0549
Epoch 3226/5000
148/148 [==============================] - 0s 27us/step - loss: 15603.1992 - mean_absolute_error: 74.4189 - val_loss: 30398.0621 - val_mean_absolute_error: 137.0327
Epoch 3227/5000
148/148 [==============================] - 0s 27us/step - loss: 15600.7412 - mean_absolute_error: 74.4086 - val_loss: 30389.9868 - val_mean_absolute_error: 137.0107
Epoch 3228/5000
148/148 [==============================] - 0s 27us/step - loss: 15598.2842 - mean_absolute_error: 74.3983 - val_loss: 30381.9234 - val_mean_absolute_error: 136.9887
Epoch 3229/5000
148/148 [==============================] - 0s 27us/step - loss: 15595.8281 - mean_absolute_error: 74.3880 - val_loss: 30373.8693 - val_mean_absolute_error: 136.9668
Epoch 3230/5000
148/148 [==============================] - 0s 27us/step - loss: 15593.3496 - mean_absolute_error: 74.3777 - val_loss: 30365.8615 - val_mean_absolute_error: 136.9452
Epoch 3231/5000
148/148 [==============================] - 0s 27us/step - loss: 15590.8359 - mean_absolute_error: 74.3673 - val_loss: 30357.8979 - val_mean_absolute_error: 136.9237
Epoch 3232/5000
148/148 [==============================] - 0s 34us/step - loss: 15588.3076 - mean_absolute_error: 74.3569 - val_loss: 30349.9787 - val_mean_absolute_error: 136.9025
Epoch 3233/5000
148/148 [==============================] - 0s 27us/step - loss: 15585.7734 - mean_absolute_error: 74.3464 - val_loss: 30342.0976 - val_mean_absolute_error: 136.8814
Epoch 3234/5000
148/148 [==============================] - 0s 34us/step - loss: 15583.2314 - mean_absolute_error: 74.3360 - val_loss: 30334.2514 - val_mean_absolute_error: 136.8605
Epoch 3235/5000
148/148 [==============================] - 0s 34us/step - loss: 15580.6777 - mean_absolute_error: 74.3255 - val_loss: 30326.4358 - val_mean_absolute_error: 136.8398
Epoch 3236/5000
148/148 [==============================] - 0s 27us/step - loss: 15578.1201 - mean_absolute_error: 74.3150 - val_loss: 30318.6455 - val_mean_absolute_error: 136.8192
Epoch 3237/5000
148/148 [==============================] - 0s 27us/step - loss: 15575.5557 - mean_absolute_error: 74.3045 - val_loss: 30310.8837 - val_mean_absolute_error: 136.7986
Epoch 3238/5000
148/148 [==============================] - 0s 27us/step - loss: 15572.9883 - mean_absolute_error: 74.2940 - val_loss: 30303.1450 - val_mean_absolute_error: 136.7782
Epoch 3239/5000
148/148 [==============================] - 0s 20us/step - loss: 15570.4141 - mean_absolute_error: 74.2834 - val_loss: 30295.4316 - val_mean_absolute_error: 136.7579
Epoch 3240/5000
148/148 [==============================] - 0s 27us/step - loss: 15567.8398 - mean_absolute_error: 74.2729 - val_loss: 30287.7351 - val_mean_absolute_error: 136.7377
Epoch 3241/5000
148/148 [==============================] - 0s 27us/step - loss: 15565.2598 - mean_absolute_error: 74.2623 - val_loss: 30280.0580 - val_mean_absolute_error: 136.7175
Epoch 3242/5000
148/148 [==============================] - 0s 27us/step - loss: 15562.6807 - mean_absolute_error: 74.2518 - val_loss: 30272.3921 - val_mean_absolute_error: 136.6974
Epoch 3243/5000
148/148 [==============================] - 0s 20us/step - loss: 15560.0977 - mean_absolute_error: 74.2412 - val_loss: 30264.7457 - val_mean_absolute_error: 136.6774
Epoch 3244/5000
148/148 [==============================] - 0s 27us/step - loss: 15557.5156 - mean_absolute_error: 74.2307 - val_loss: 30257.1167 - val_mean_absolute_error: 136.6575
Epoch 3245/5000
148/148 [==============================] - 0s 27us/step - loss: 15554.9326 - mean_absolute_error: 74.2201 - val_loss: 30249.4816 - val_mean_absolute_error: 136.6375
Epoch 3246/5000
148/148 [==============================] - 0s 27us/step - loss: 15552.3477 - mean_absolute_error: 74.2096 - val_loss: 30241.8423 - val_mean_absolute_error: 136.6175
Epoch 3247/5000
148/148 [==============================] - 0s 27us/step - loss: 15549.7617 - mean_absolute_error: 74.1990 - val_loss: 30234.2111 - val_mean_absolute_error: 136.5975
Epoch 3248/5000
148/148 [==============================] - 0s 27us/step - loss: 15547.1777 - mean_absolute_error: 74.1885 - val_loss: 30226.5930 - val_mean_absolute_error: 136.5776
Epoch 3249/5000
148/148 [==============================] - 0s 27us/step - loss: 15544.5928 - mean_absolute_error: 74.1779 - val_loss: 30218.9828 - val_mean_absolute_error: 136.5577
Epoch 3250/5000
148/148 [==============================] - 0s 27us/step - loss: 15542.0088 - mean_absolute_error: 74.1674 - val_loss: 30211.3820 - val_mean_absolute_error: 136.5378
Epoch 3251/5000
148/148 [==============================] - 0s 27us/step - loss: 15539.4258 - mean_absolute_error: 74.1568 - val_loss: 30203.7870 - val_mean_absolute_error: 136.5179
Epoch 3252/5000
148/148 [==============================] - 0s 27us/step - loss: 15536.8447 - mean_absolute_error: 74.1463 - val_loss: 30196.1995 - val_mean_absolute_error: 136.4981
Epoch 3253/5000
148/148 [==============================] - 0s 20us/step - loss: 15534.2598 - mean_absolute_error: 74.1357 - val_loss: 30188.6233 - val_mean_absolute_error: 136.4783
Epoch 3254/5000
148/148 [==============================] - 0s 27us/step - loss: 15531.6807 - mean_absolute_error: 74.1252 - val_loss: 30181.0515 - val_mean_absolute_error: 136.4585
Epoch 3255/5000
148/148 [==============================] - 0s 20us/step - loss: 15529.1035 - mean_absolute_error: 74.1147 - val_loss: 30173.4849 - val_mean_absolute_error: 136.4387
Epoch 3256/5000
148/148 [==============================] - 0s 27us/step - loss: 15526.5234 - mean_absolute_error: 74.1042 - val_loss: 30165.9259 - val_mean_absolute_error: 136.4189
Epoch 3257/5000
148/148 [==============================] - 0s 34us/step - loss: 15523.9492 - mean_absolute_error: 74.0937 - val_loss: 30158.3691 - val_mean_absolute_error: 136.3991
Epoch 3258/5000
148/148 [==============================] - 0s 27us/step - loss: 15521.3730 - mean_absolute_error: 74.0831 - val_loss: 30150.8216 - val_mean_absolute_error: 136.3794
Epoch 3259/5000
148/148 [==============================] - 0s 27us/step - loss: 15518.7988 - mean_absolute_error: 74.0726 - val_loss: 30143.2797 - val_mean_absolute_error: 136.3596
Epoch 3260/5000
148/148 [==============================] - 0s 20us/step - loss: 15516.2266 - mean_absolute_error: 74.0622 - val_loss: 30135.7419 - val_mean_absolute_error: 136.3399
Epoch 3261/5000
148/148 [==============================] - 0s 20us/step - loss: 15513.6602 - mean_absolute_error: 74.0517 - val_loss: 30128.2078 - val_mean_absolute_error: 136.3201
Epoch 3262/5000
148/148 [==============================] - 0s 27us/step - loss: 15511.0908 - mean_absolute_error: 74.0412 - val_loss: 30120.6772 - val_mean_absolute_error: 136.3004
Epoch 3263/5000
148/148 [==============================] - 0s 27us/step - loss: 15508.5254 - mean_absolute_error: 74.0307 - val_loss: 30113.1525 - val_mean_absolute_error: 136.2806
Epoch 3264/5000
148/148 [==============================] - 0s 41us/step - loss: 15505.9590 - mean_absolute_error: 74.0205 - val_loss: 30105.6316 - val_mean_absolute_error: 136.2609
Epoch 3265/5000
148/148 [==============================] - 0s 34us/step - loss: 15503.3965 - mean_absolute_error: 74.0107 - val_loss: 30098.1075 - val_mean_absolute_error: 136.2411
Epoch 3266/5000
148/148 [==============================] - 0s 20us/step - loss: 15500.8398 - mean_absolute_error: 74.0009 - val_loss: 30090.5516 - val_mean_absolute_error: 136.2214
Epoch 3267/5000
148/148 [==============================] - 0s 34us/step - loss: 15498.2783 - mean_absolute_error: 73.9911 - val_loss: 30082.9994 - val_mean_absolute_error: 136.2016
Epoch 3268/5000
148/148 [==============================] - 0s 27us/step - loss: 15495.7227 - mean_absolute_error: 73.9813 - val_loss: 30075.4508 - val_mean_absolute_error: 136.1818
Epoch 3269/5000
148/148 [==============================] - 0s 27us/step - loss: 15493.1660 - mean_absolute_error: 73.9715 - val_loss: 30067.9080 - val_mean_absolute_error: 136.1620
Epoch 3270/5000
148/148 [==============================] - 0s 34us/step - loss: 15490.6133 - mean_absolute_error: 73.9617 - val_loss: 30060.3649 - val_mean_absolute_error: 136.1423
Epoch 3271/5000
148/148 [==============================] - 0s 41us/step - loss: 15488.0605 - mean_absolute_error: 73.9520 - val_loss: 30052.8256 - val_mean_absolute_error: 136.1225
Epoch 3272/5000
148/148 [==============================] - 0s 20us/step - loss: 15485.5137 - mean_absolute_error: 73.9422 - val_loss: 30045.2958 - val_mean_absolute_error: 136.1027
Epoch 3273/5000
148/148 [==============================] - 0s 20us/step - loss: 15482.9648 - mean_absolute_error: 73.9324 - val_loss: 30037.7638 - val_mean_absolute_error: 136.0829
Epoch 3274/5000
148/148 [==============================] - 0s 34us/step - loss: 15480.4209 - mean_absolute_error: 73.9227 - val_loss: 30030.2372 - val_mean_absolute_error: 136.0631
Epoch 3275/5000
148/148 [==============================] - 0s 20us/step - loss: 15477.8750 - mean_absolute_error: 73.9129 - val_loss: 30022.7146 - val_mean_absolute_error: 136.0434
Epoch 3276/5000
148/148 [==============================] - 0s 27us/step - loss: 15475.3330 - mean_absolute_error: 73.9032 - val_loss: 30015.1958 - val_mean_absolute_error: 136.0236
Epoch 3277/5000
148/148 [==============================] - 0s 27us/step - loss: 15472.7959 - mean_absolute_error: 73.8935 - val_loss: 30007.6766 - val_mean_absolute_error: 136.0038
Epoch 3278/5000
148/148 [==============================] - 0s 27us/step - loss: 15470.2588 - mean_absolute_error: 73.8838 - val_loss: 30000.1631 - val_mean_absolute_error: 135.9840
Epoch 3279/5000
148/148 [==============================] - 0s 34us/step - loss: 15467.7246 - mean_absolute_error: 73.8741 - val_loss: 29992.6531 - val_mean_absolute_error: 135.9643
Epoch 3280/5000
148/148 [==============================] - 0s 34us/step - loss: 15465.1895 - mean_absolute_error: 73.8644 - val_loss: 29985.1451 - val_mean_absolute_error: 135.9445
Epoch 3281/5000
148/148 [==============================] - 0s 27us/step - loss: 15462.6572 - mean_absolute_error: 73.8548 - val_loss: 29977.6385 - val_mean_absolute_error: 135.9247
Epoch 3282/5000
148/148 [==============================] - 0s 27us/step - loss: 15460.1279 - mean_absolute_error: 73.8451 - val_loss: 29970.1398 - val_mean_absolute_error: 135.9049
Epoch 3283/5000
148/148 [==============================] - 0s 27us/step - loss: 15457.6016 - mean_absolute_error: 73.8354 - val_loss: 29962.6350 - val_mean_absolute_error: 135.8851
Epoch 3284/5000
148/148 [==============================] - 0s 34us/step - loss: 15455.0742 - mean_absolute_error: 73.8258 - val_loss: 29955.1244 - val_mean_absolute_error: 135.8652
Epoch 3285/5000
148/148 [==============================] - 0s 27us/step - loss: 15452.5508 - mean_absolute_error: 73.8162 - val_loss: 29947.6215 - val_mean_absolute_error: 135.8453
Epoch 3286/5000
148/148 [==============================] - 0s 27us/step - loss: 15450.0273 - mean_absolute_error: 73.8065 - val_loss: 29940.1160 - val_mean_absolute_error: 135.8254
Epoch 3287/5000
148/148 [==============================] - 0s 27us/step - loss: 15447.5088 - mean_absolute_error: 73.7969 - val_loss: 29932.6163 - val_mean_absolute_error: 135.8055
Epoch 3288/5000
148/148 [==============================] - 0s 20us/step - loss: 15444.9902 - mean_absolute_error: 73.7873 - val_loss: 29925.1205 - val_mean_absolute_error: 135.7856
Epoch 3289/5000
148/148 [==============================] - 0s 20us/step - loss: 15442.4727 - mean_absolute_error: 73.7777 - val_loss: 29917.6264 - val_mean_absolute_error: 135.7658
Epoch 3290/5000
148/148 [==============================] - 0s 27us/step - loss: 15439.9590 - mean_absolute_error: 73.7681 - val_loss: 29910.1380 - val_mean_absolute_error: 135.7459
Epoch 3291/5000
148/148 [==============================] - 0s 34us/step - loss: 15437.4463 - mean_absolute_error: 73.7585 - val_loss: 29902.6531 - val_mean_absolute_error: 135.7260
Epoch 3292/5000
148/148 [==============================] - 0s 27us/step - loss: 15434.9346 - mean_absolute_error: 73.7489 - val_loss: 29895.1680 - val_mean_absolute_error: 135.7061
Epoch 3293/5000
148/148 [==============================] - 0s 27us/step - loss: 15432.4277 - mean_absolute_error: 73.7393 - val_loss: 29887.6870 - val_mean_absolute_error: 135.6862
Epoch 3294/5000
148/148 [==============================] - 0s 34us/step - loss: 15429.9189 - mean_absolute_error: 73.7298 - val_loss: 29880.2072 - val_mean_absolute_error: 135.6663
Epoch 3295/5000
148/148 [==============================] - 0s 27us/step - loss: 15427.4121 - mean_absolute_error: 73.7202 - val_loss: 29872.7352 - val_mean_absolute_error: 135.6464
Epoch 3296/5000
148/148 [==============================] - 0s 27us/step - loss: 15424.9092 - mean_absolute_error: 73.7107 - val_loss: 29865.2632 - val_mean_absolute_error: 135.6265
Epoch 3297/5000
148/148 [==============================] - 0s 20us/step - loss: 15422.4072 - mean_absolute_error: 73.7011 - val_loss: 29857.8006 - val_mean_absolute_error: 135.6066
Epoch 3298/5000
148/148 [==============================] - 0s 34us/step - loss: 15419.9033 - mean_absolute_error: 73.6916 - val_loss: 29850.3339 - val_mean_absolute_error: 135.5868
Epoch 3299/5000
148/148 [==============================] - 0s 27us/step - loss: 15417.4072 - mean_absolute_error: 73.6820 - val_loss: 29842.8747 - val_mean_absolute_error: 135.5669
Epoch 3300/5000
148/148 [==============================] - 0s 34us/step - loss: 15414.9102 - mean_absolute_error: 73.6725 - val_loss: 29835.4154 - val_mean_absolute_error: 135.5470
Epoch 3301/5000
148/148 [==============================] - 0s 20us/step - loss: 15412.4141 - mean_absolute_error: 73.6630 - val_loss: 29827.9618 - val_mean_absolute_error: 135.5271
Epoch 3302/5000
148/148 [==============================] - 0s 27us/step - loss: 15409.9209 - mean_absolute_error: 73.6535 - val_loss: 29820.5116 - val_mean_absolute_error: 135.5072
Epoch 3303/5000
148/148 [==============================] - 0s 27us/step - loss: 15407.4287 - mean_absolute_error: 73.6441 - val_loss: 29813.0634 - val_mean_absolute_error: 135.4873
Epoch 3304/5000
148/148 [==============================] - 0s 27us/step - loss: 15404.9375 - mean_absolute_error: 73.6346 - val_loss: 29805.6209 - val_mean_absolute_error: 135.4675
Epoch 3305/5000
148/148 [==============================] - 0s 27us/step - loss: 15402.4512 - mean_absolute_error: 73.6253 - val_loss: 29798.1843 - val_mean_absolute_error: 135.4476
Epoch 3306/5000
148/148 [==============================] - 0s 27us/step - loss: 15399.9629 - mean_absolute_error: 73.6159 - val_loss: 29790.7470 - val_mean_absolute_error: 135.4277
Epoch 3307/5000
148/148 [==============================] - 0s 34us/step - loss: 15397.4785 - mean_absolute_error: 73.6065 - val_loss: 29783.3116 - val_mean_absolute_error: 135.4078
Epoch 3308/5000
148/148 [==============================] - 0s 20us/step - loss: 15394.9951 - mean_absolute_error: 73.5971 - val_loss: 29775.8838 - val_mean_absolute_error: 135.3879
Epoch 3309/5000
148/148 [==============================] - 0s 27us/step - loss: 15392.5137 - mean_absolute_error: 73.5877 - val_loss: 29768.4559 - val_mean_absolute_error: 135.3681
Epoch 3310/5000
148/148 [==============================] - 0s 34us/step - loss: 15390.0322 - mean_absolute_error: 73.5783 - val_loss: 29761.0336 - val_mean_absolute_error: 135.3482
Epoch 3311/5000
148/148 [==============================] - 0s 27us/step - loss: 15387.5537 - mean_absolute_error: 73.5690 - val_loss: 29753.6171 - val_mean_absolute_error: 135.3283
Epoch 3312/5000
148/148 [==============================] - 0s 27us/step - loss: 15385.0762 - mean_absolute_error: 73.5596 - val_loss: 29746.2040 - val_mean_absolute_error: 135.3085
Epoch 3313/5000
148/148 [==============================] - 0s 27us/step - loss: 15382.6016 - mean_absolute_error: 73.5503 - val_loss: 29738.7871 - val_mean_absolute_error: 135.2886
Epoch 3314/5000
148/148 [==============================] - 0s 27us/step - loss: 15380.1279 - mean_absolute_error: 73.5410 - val_loss: 29731.3815 - val_mean_absolute_error: 135.2688
Epoch 3315/5000
148/148 [==============================] - 0s 27us/step - loss: 15377.6572 - mean_absolute_error: 73.5316 - val_loss: 29723.9777 - val_mean_absolute_error: 135.2489
Epoch 3316/5000
148/148 [==============================] - 0s 27us/step - loss: 15375.1846 - mean_absolute_error: 73.5223 - val_loss: 29716.5736 - val_mean_absolute_error: 135.2290
Epoch 3317/5000
148/148 [==============================] - 0s 34us/step - loss: 15372.7148 - mean_absolute_error: 73.5130 - val_loss: 29709.1751 - val_mean_absolute_error: 135.2092
Epoch 3318/5000
148/148 [==============================] - 0s 20us/step - loss: 15370.2471 - mean_absolute_error: 73.5037 - val_loss: 29701.7807 - val_mean_absolute_error: 135.1893
Epoch 3319/5000
148/148 [==============================] - 0s 27us/step - loss: 15367.7822 - mean_absolute_error: 73.4944 - val_loss: 29694.3916 - val_mean_absolute_error: 135.1695
Epoch 3320/5000
148/148 [==============================] - 0s 101us/step - loss: 15365.3193 - mean_absolute_error: 73.4851 - val_loss: 29687.0045 - val_mean_absolute_error: 135.1497
Epoch 3321/5000
148/148 [==============================] - 0s 34us/step - loss: 15362.8545 - mean_absolute_error: 73.4758 - val_loss: 29679.6191 - val_mean_absolute_error: 135.1298
Epoch 3322/5000
148/148 [==============================] - 0s 27us/step - loss: 15360.3936 - mean_absolute_error: 73.4665 - val_loss: 29672.2394 - val_mean_absolute_error: 135.1100
Epoch 3323/5000
148/148 [==============================] - 0s 27us/step - loss: 15357.9326 - mean_absolute_error: 73.4572 - val_loss: 29664.8632 - val_mean_absolute_error: 135.0901
Epoch 3324/5000
148/148 [==============================] - 0s 34us/step - loss: 15355.4746 - mean_absolute_error: 73.4480 - val_loss: 29657.4909 - val_mean_absolute_error: 135.0703
Epoch 3325/5000
148/148 [==============================] - 0s 27us/step - loss: 15353.0166 - mean_absolute_error: 73.4387 - val_loss: 29650.1203 - val_mean_absolute_error: 135.0505
Epoch 3326/5000
148/148 [==============================] - 0s 27us/step - loss: 15350.5605 - mean_absolute_error: 73.4295 - val_loss: 29642.7533 - val_mean_absolute_error: 135.0307
Epoch 3327/5000
148/148 [==============================] - 0s 27us/step - loss: 15348.1064 - mean_absolute_error: 73.4202 - val_loss: 29635.3938 - val_mean_absolute_error: 135.0108
Epoch 3328/5000
148/148 [==============================] - 0s 20us/step - loss: 15345.6572 - mean_absolute_error: 73.4110 - val_loss: 29628.0343 - val_mean_absolute_error: 134.9910
Epoch 3329/5000
148/148 [==============================] - 0s 27us/step - loss: 15343.2031 - mean_absolute_error: 73.4017 - val_loss: 29620.6823 - val_mean_absolute_error: 134.9712
Epoch 3330/5000
148/148 [==============================] - 0s 34us/step - loss: 15340.7568 - mean_absolute_error: 73.3925 - val_loss: 29613.3282 - val_mean_absolute_error: 134.9514
Epoch 3331/5000
148/148 [==============================] - 0s 34us/step - loss: 15338.3057 - mean_absolute_error: 73.3833 - val_loss: 29605.9799 - val_mean_absolute_error: 134.9316
Epoch 3332/5000
148/148 [==============================] - 0s 27us/step - loss: 15335.8584 - mean_absolute_error: 73.3741 - val_loss: 29598.6373 - val_mean_absolute_error: 134.9118
Epoch 3333/5000
148/148 [==============================] - 0s 27us/step - loss: 15333.4160 - mean_absolute_error: 73.3649 - val_loss: 29591.2982 - val_mean_absolute_error: 134.8920
Epoch 3334/5000
148/148 [==============================] - 0s 27us/step - loss: 15330.9697 - mean_absolute_error: 73.3557 - val_loss: 29583.9610 - val_mean_absolute_error: 134.8722
Epoch 3335/5000
148/148 [==============================] - 0s 20us/step - loss: 15328.5273 - mean_absolute_error: 73.3465 - val_loss: 29576.6273 - val_mean_absolute_error: 134.8524
Epoch 3336/5000
148/148 [==============================] - 0s 27us/step - loss: 15326.0840 - mean_absolute_error: 73.3373 - val_loss: 29569.2935 - val_mean_absolute_error: 134.8326
Epoch 3337/5000
148/148 [==============================] - 0s 27us/step - loss: 15323.6455 - mean_absolute_error: 73.3281 - val_loss: 29561.9731 - val_mean_absolute_error: 134.8129
Epoch 3338/5000
148/148 [==============================] - 0s 34us/step - loss: 15321.2061 - mean_absolute_error: 73.3190 - val_loss: 29554.6526 - val_mean_absolute_error: 134.7931
Epoch 3339/5000
148/148 [==============================] - 0s 27us/step - loss: 15318.7705 - mean_absolute_error: 73.3098 - val_loss: 29547.3362 - val_mean_absolute_error: 134.7733
Epoch 3340/5000
148/148 [==============================] - 0s 41us/step - loss: 15316.3340 - mean_absolute_error: 73.3007 - val_loss: 29540.0190 - val_mean_absolute_error: 134.7535
Epoch 3341/5000
148/148 [==============================] - 0s 34us/step - loss: 15313.9004 - mean_absolute_error: 73.2915 - val_loss: 29532.7135 - val_mean_absolute_error: 134.7338
Epoch 3342/5000
148/148 [==============================] - 0s 34us/step - loss: 15311.4678 - mean_absolute_error: 73.2824 - val_loss: 29525.4057 - val_mean_absolute_error: 134.7140
Epoch 3343/5000
148/148 [==============================] - 0s 27us/step - loss: 15309.0371 - mean_absolute_error: 73.2732 - val_loss: 29518.1019 - val_mean_absolute_error: 134.6943
Epoch 3344/5000
148/148 [==============================] - 0s 34us/step - loss: 15306.6064 - mean_absolute_error: 73.2641 - val_loss: 29510.8018 - val_mean_absolute_error: 134.6745
Epoch 3345/5000
148/148 [==============================] - 0s 34us/step - loss: 15304.1758 - mean_absolute_error: 73.2550 - val_loss: 29503.5032 - val_mean_absolute_error: 134.6548
Epoch 3346/5000
148/148 [==============================] - 0s 34us/step - loss: 15301.7480 - mean_absolute_error: 73.2459 - val_loss: 29496.2126 - val_mean_absolute_error: 134.6350
Epoch 3347/5000
148/148 [==============================] - 0s 27us/step - loss: 15299.3213 - mean_absolute_error: 73.2368 - val_loss: 29488.9215 - val_mean_absolute_error: 134.6153
Epoch 3348/5000
148/148 [==============================] - 0s 34us/step - loss: 15296.8965 - mean_absolute_error: 73.2277 - val_loss: 29481.6419 - val_mean_absolute_error: 134.5956
Epoch 3349/5000
148/148 [==============================] - 0s 27us/step - loss: 15294.4727 - mean_absolute_error: 73.2186 - val_loss: 29474.3585 - val_mean_absolute_error: 134.5758
Epoch 3350/5000
148/148 [==============================] - 0s 27us/step - loss: 15292.0508 - mean_absolute_error: 73.2095 - val_loss: 29467.0786 - val_mean_absolute_error: 134.5561
Epoch 3351/5000
148/148 [==============================] - 0s 34us/step - loss: 15289.6279 - mean_absolute_error: 73.2004 - val_loss: 29459.8061 - val_mean_absolute_error: 134.5364
Epoch 3352/5000
148/148 [==============================] - 0s 27us/step - loss: 15287.2090 - mean_absolute_error: 73.1913 - val_loss: 29452.5399 - val_mean_absolute_error: 134.5167
Epoch 3353/5000
148/148 [==============================] - 0s 34us/step - loss: 15284.7910 - mean_absolute_error: 73.1823 - val_loss: 29445.2730 - val_mean_absolute_error: 134.4970
Epoch 3354/5000
148/148 [==============================] - 0s 34us/step - loss: 15282.3730 - mean_absolute_error: 73.1732 - val_loss: 29438.0136 - val_mean_absolute_error: 134.4773
Epoch 3355/5000
148/148 [==============================] - 0s 27us/step - loss: 15279.9580 - mean_absolute_error: 73.1641 - val_loss: 29430.7562 - val_mean_absolute_error: 134.4576
Epoch 3356/5000
148/148 [==============================] - 0s 20us/step - loss: 15277.5420 - mean_absolute_error: 73.1551 - val_loss: 29423.4987 - val_mean_absolute_error: 134.4379
Epoch 3357/5000
148/148 [==============================] - 0s 34us/step - loss: 15275.1279 - mean_absolute_error: 73.1461 - val_loss: 29416.2505 - val_mean_absolute_error: 134.4182
Epoch 3358/5000
148/148 [==============================] - 0s 20us/step - loss: 15272.7148 - mean_absolute_error: 73.1370 - val_loss: 29409.0006 - val_mean_absolute_error: 134.3986
Epoch 3359/5000
148/148 [==============================] - 0s 27us/step - loss: 15270.3037 - mean_absolute_error: 73.1280 - val_loss: 29401.7579 - val_mean_absolute_error: 134.3789
Epoch 3360/5000
148/148 [==============================] - 0s 27us/step - loss: 15267.8936 - mean_absolute_error: 73.1190 - val_loss: 29394.5191 - val_mean_absolute_error: 134.3592
Epoch 3361/5000
148/148 [==============================] - 0s 34us/step - loss: 15265.4863 - mean_absolute_error: 73.1100 - val_loss: 29387.2838 - val_mean_absolute_error: 134.3396
Epoch 3362/5000
148/148 [==============================] - 0s 27us/step - loss: 15263.0762 - mean_absolute_error: 73.1010 - val_loss: 29380.0505 - val_mean_absolute_error: 134.3199
Epoch 3363/5000
148/148 [==============================] - 0s 27us/step - loss: 15260.6709 - mean_absolute_error: 73.0919 - val_loss: 29372.8246 - val_mean_absolute_error: 134.3003
Epoch 3364/5000
148/148 [==============================] - 0s 20us/step - loss: 15258.2666 - mean_absolute_error: 73.0830 - val_loss: 29365.5986 - val_mean_absolute_error: 134.2806
Epoch 3365/5000
148/148 [==============================] - 0s 27us/step - loss: 15255.8613 - mean_absolute_error: 73.0740 - val_loss: 29358.3766 - val_mean_absolute_error: 134.2610
Epoch 3366/5000
148/148 [==============================] - 0s 20us/step - loss: 15253.4590 - mean_absolute_error: 73.0650 - val_loss: 29351.1601 - val_mean_absolute_error: 134.2414
Epoch 3367/5000
148/148 [==============================] - 0s 34us/step - loss: 15251.0576 - mean_absolute_error: 73.0560 - val_loss: 29343.9489 - val_mean_absolute_error: 134.2217
Epoch 3368/5000
148/148 [==============================] - 0s 27us/step - loss: 15248.6592 - mean_absolute_error: 73.0470 - val_loss: 29336.7420 - val_mean_absolute_error: 134.2021
Epoch 3369/5000
148/148 [==============================] - 0s 27us/step - loss: 15246.2598 - mean_absolute_error: 73.0381 - val_loss: 29329.5326 - val_mean_absolute_error: 134.1825
Epoch 3370/5000
148/148 [==============================] - 0s 20us/step - loss: 15243.8594 - mean_absolute_error: 73.0291 - val_loss: 29322.3328 - val_mean_absolute_error: 134.1629
Epoch 3371/5000
148/148 [==============================] - 0s 27us/step - loss: 15241.4629 - mean_absolute_error: 73.0203 - val_loss: 29315.1313 - val_mean_absolute_error: 134.1433
Epoch 3372/5000
148/148 [==============================] - 0s 27us/step - loss: 15239.0674 - mean_absolute_error: 73.0118 - val_loss: 29307.9386 - val_mean_absolute_error: 134.1237
Epoch 3373/5000
148/148 [==============================] - 0s 34us/step - loss: 15236.6719 - mean_absolute_error: 73.0032 - val_loss: 29300.7482 - val_mean_absolute_error: 134.1041
Epoch 3374/5000
148/148 [==============================] - 0s 41us/step - loss: 15234.2783 - mean_absolute_error: 72.9947 - val_loss: 29293.5613 - val_mean_absolute_error: 134.0845
Epoch 3375/5000
148/148 [==============================] - 0s 27us/step - loss: 15231.8848 - mean_absolute_error: 72.9861 - val_loss: 29286.3782 - val_mean_absolute_error: 134.0649
Epoch 3376/5000
148/148 [==============================] - 0s 20us/step - loss: 15229.4932 - mean_absolute_error: 72.9776 - val_loss: 29279.2007 - val_mean_absolute_error: 134.0454
Epoch 3377/5000
148/148 [==============================] - 0s 20us/step - loss: 15227.1064 - mean_absolute_error: 72.9690 - val_loss: 29272.0252 - val_mean_absolute_error: 134.0258
Epoch 3378/5000
148/148 [==============================] - 0s 27us/step - loss: 15224.7158 - mean_absolute_error: 72.9605 - val_loss: 29264.8513 - val_mean_absolute_error: 134.0062
Epoch 3379/5000
148/148 [==============================] - 0s 27us/step - loss: 15222.3281 - mean_absolute_error: 72.9520 - val_loss: 29257.6830 - val_mean_absolute_error: 133.9867
Epoch 3380/5000
148/148 [==============================] - 0s 27us/step - loss: 15219.9404 - mean_absolute_error: 72.9434 - val_loss: 29250.5167 - val_mean_absolute_error: 133.9671
Epoch 3381/5000
148/148 [==============================] - 0s 27us/step - loss: 15217.5537 - mean_absolute_error: 72.9349 - val_loss: 29243.3578 - val_mean_absolute_error: 133.9476
Epoch 3382/5000
148/148 [==============================] - 0s 27us/step - loss: 15215.1689 - mean_absolute_error: 72.9264 - val_loss: 29236.1987 - val_mean_absolute_error: 133.9281
Epoch 3383/5000
148/148 [==============================] - 0s 27us/step - loss: 15212.7871 - mean_absolute_error: 72.9179 - val_loss: 29229.0472 - val_mean_absolute_error: 133.9085
Epoch 3384/5000
148/148 [==============================] - 0s 27us/step - loss: 15210.4053 - mean_absolute_error: 72.9094 - val_loss: 29221.8978 - val_mean_absolute_error: 133.8890
Epoch 3385/5000
148/148 [==============================] - 0s 20us/step - loss: 15208.0215 - mean_absolute_error: 72.9009 - val_loss: 29214.7520 - val_mean_absolute_error: 133.8695
Epoch 3386/5000
148/148 [==============================] - 0s 27us/step - loss: 15205.6416 - mean_absolute_error: 72.8924 - val_loss: 29207.6096 - val_mean_absolute_error: 133.8500
Epoch 3387/5000
148/148 [==============================] - 0s 34us/step - loss: 15203.2637 - mean_absolute_error: 72.8839 - val_loss: 29200.4690 - val_mean_absolute_error: 133.8305
Epoch 3388/5000
148/148 [==============================] - 0s 27us/step - loss: 15200.8867 - mean_absolute_error: 72.8754 - val_loss: 29193.3363 - val_mean_absolute_error: 133.8110
Epoch 3389/5000
148/148 [==============================] - 0s 34us/step - loss: 15198.5088 - mean_absolute_error: 72.8669 - val_loss: 29186.2053 - val_mean_absolute_error: 133.7915
Epoch 3390/5000
148/148 [==============================] - 0s 27us/step - loss: 15196.1318 - mean_absolute_error: 72.8584 - val_loss: 29179.0818 - val_mean_absolute_error: 133.7720
Epoch 3391/5000
148/148 [==============================] - 0s 20us/step - loss: 15193.7549 - mean_absolute_error: 72.8499 - val_loss: 29171.9545 - val_mean_absolute_error: 133.7525
Epoch 3392/5000
148/148 [==============================] - 0s 27us/step - loss: 15191.3818 - mean_absolute_error: 72.8415 - val_loss: 29164.8385 - val_mean_absolute_error: 133.7330
Epoch 3393/5000
148/148 [==============================] - 0s 20us/step - loss: 15189.0088 - mean_absolute_error: 72.8330 - val_loss: 29157.7223 - val_mean_absolute_error: 133.7136
Epoch 3394/5000
148/148 [==============================] - 0s 27us/step - loss: 15186.6367 - mean_absolute_error: 72.8245 - val_loss: 29150.6097 - val_mean_absolute_error: 133.6941
Epoch 3395/5000
148/148 [==============================] - 0s 27us/step - loss: 15184.2666 - mean_absolute_error: 72.8161 - val_loss: 29143.5013 - val_mean_absolute_error: 133.6747
Epoch 3396/5000
148/148 [==============================] - 0s 27us/step - loss: 15181.8955 - mean_absolute_error: 72.8076 - val_loss: 29136.3962 - val_mean_absolute_error: 133.6552
Epoch 3397/5000
148/148 [==============================] - 0s 27us/step - loss: 15179.5273 - mean_absolute_error: 72.7992 - val_loss: 29129.2950 - val_mean_absolute_error: 133.6358
Epoch 3398/5000
148/148 [==============================] - 0s 27us/step - loss: 15177.1592 - mean_absolute_error: 72.7907 - val_loss: 29122.1994 - val_mean_absolute_error: 133.6163
Epoch 3399/5000
148/148 [==============================] - 0s 27us/step - loss: 15174.7939 - mean_absolute_error: 72.7823 - val_loss: 29115.1057 - val_mean_absolute_error: 133.5969
Epoch 3400/5000
148/148 [==============================] - 0s 27us/step - loss: 15172.4258 - mean_absolute_error: 72.7739 - val_loss: 29108.0135 - val_mean_absolute_error: 133.5775
Epoch 3401/5000
148/148 [==============================] - 0s 20us/step - loss: 15170.0645 - mean_absolute_error: 72.7654 - val_loss: 29100.9290 - val_mean_absolute_error: 133.5581
Epoch 3402/5000
148/148 [==============================] - 0s 34us/step - loss: 15167.6992 - mean_absolute_error: 72.7570 - val_loss: 29093.8484 - val_mean_absolute_error: 133.5387
Epoch 3403/5000
148/148 [==============================] - 0s 20us/step - loss: 15165.3359 - mean_absolute_error: 72.7486 - val_loss: 29086.7697 - val_mean_absolute_error: 133.5193
Epoch 3404/5000
148/148 [==============================] - 0s 27us/step - loss: 15162.9727 - mean_absolute_error: 72.7402 - val_loss: 29079.6923 - val_mean_absolute_error: 133.4999
Epoch 3405/5000
148/148 [==============================] - 0s 34us/step - loss: 15160.6133 - mean_absolute_error: 72.7318 - val_loss: 29072.6228 - val_mean_absolute_error: 133.4805
Epoch 3406/5000
148/148 [==============================] - 0s 34us/step - loss: 15158.2500 - mean_absolute_error: 72.7234 - val_loss: 29065.5553 - val_mean_absolute_error: 133.4612
Epoch 3407/5000
148/148 [==============================] - 0s 27us/step - loss: 15155.8916 - mean_absolute_error: 72.7150 - val_loss: 29058.4890 - val_mean_absolute_error: 133.4418
Epoch 3408/5000
148/148 [==============================] - 0s 20us/step - loss: 15153.5342 - mean_absolute_error: 72.7066 - val_loss: 29051.4232 - val_mean_absolute_error: 133.4224
Epoch 3409/5000
148/148 [==============================] - 0s 27us/step - loss: 15151.1758 - mean_absolute_error: 72.6982 - val_loss: 29044.3203 - val_mean_absolute_error: 133.4030
Epoch 3410/5000
148/148 [==============================] - 0s 27us/step - loss: 15148.8223 - mean_absolute_error: 72.6898 - val_loss: 29037.2232 - val_mean_absolute_error: 133.3835
Epoch 3411/5000
148/148 [==============================] - 0s 27us/step - loss: 15146.4658 - mean_absolute_error: 72.6814 - val_loss: 29030.1281 - val_mean_absolute_error: 133.3641
Epoch 3412/5000
148/148 [==============================] - 0s 41us/step - loss: 15144.1113 - mean_absolute_error: 72.6730 - val_loss: 29023.0344 - val_mean_absolute_error: 133.3447
Epoch 3413/5000
148/148 [==============================] - 0s 34us/step - loss: 15141.7568 - mean_absolute_error: 72.6646 - val_loss: 29015.9466 - val_mean_absolute_error: 133.3253
Epoch 3414/5000
148/148 [==============================] - 0s 20us/step - loss: 15139.4033 - mean_absolute_error: 72.6562 - val_loss: 29008.8621 - val_mean_absolute_error: 133.3059
Epoch 3415/5000
148/148 [==============================] - 0s 27us/step - loss: 15137.0537 - mean_absolute_error: 72.6479 - val_loss: 29001.7801 - val_mean_absolute_error: 133.2865
Epoch 3416/5000
148/148 [==============================] - 0s 34us/step - loss: 15134.7031 - mean_absolute_error: 72.6395 - val_loss: 28994.7051 - val_mean_absolute_error: 133.2671
Epoch 3417/5000
148/148 [==============================] - 0s 34us/step - loss: 15132.3535 - mean_absolute_error: 72.6312 - val_loss: 28987.6305 - val_mean_absolute_error: 133.2478
Epoch 3418/5000
148/148 [==============================] - 0s 27us/step - loss: 15130.0029 - mean_absolute_error: 72.6228 - val_loss: 28980.5630 - val_mean_absolute_error: 133.2284
Epoch 3419/5000
148/148 [==============================] - 0s 27us/step - loss: 15127.6553 - mean_absolute_error: 72.6145 - val_loss: 28973.4935 - val_mean_absolute_error: 133.2090
Epoch 3420/5000
148/148 [==============================] - 0s 27us/step - loss: 15125.3096 - mean_absolute_error: 72.6061 - val_loss: 28966.4318 - val_mean_absolute_error: 133.1897
Epoch 3421/5000
148/148 [==============================] - 0s 34us/step - loss: 15122.9629 - mean_absolute_error: 72.5978 - val_loss: 28959.3735 - val_mean_absolute_error: 133.1703
Epoch 3422/5000
148/148 [==============================] - 0s 27us/step - loss: 15120.6162 - mean_absolute_error: 72.5894 - val_loss: 28952.3174 - val_mean_absolute_error: 133.1510
Epoch 3423/5000
148/148 [==============================] - 0s 27us/step - loss: 15118.2715 - mean_absolute_error: 72.5811 - val_loss: 28945.3013 - val_mean_absolute_error: 133.1317
Epoch 3424/5000
148/148 [==============================] - 0s 34us/step - loss: 15115.9287 - mean_absolute_error: 72.5728 - val_loss: 28938.2912 - val_mean_absolute_error: 133.1125
Epoch 3425/5000
148/148 [==============================] - 0s 27us/step - loss: 15113.5859 - mean_absolute_error: 72.5645 - val_loss: 28931.2886 - val_mean_absolute_error: 133.0933
Epoch 3426/5000
148/148 [==============================] - 0s 20us/step - loss: 15111.2451 - mean_absolute_error: 72.5562 - val_loss: 28924.2856 - val_mean_absolute_error: 133.0741
Epoch 3427/5000
148/148 [==============================] - 0s 20us/step - loss: 15108.9033 - mean_absolute_error: 72.5478 - val_loss: 28917.2866 - val_mean_absolute_error: 133.0549
Epoch 3428/5000
148/148 [==============================] - 0s 27us/step - loss: 15106.5645 - mean_absolute_error: 72.5395 - val_loss: 28910.2932 - val_mean_absolute_error: 133.0357
Epoch 3429/5000
148/148 [==============================] - 0s 34us/step - loss: 15104.2246 - mean_absolute_error: 72.5312 - val_loss: 28903.3033 - val_mean_absolute_error: 133.0166
Epoch 3430/5000
148/148 [==============================] - 0s 34us/step - loss: 15101.8867 - mean_absolute_error: 72.5229 - val_loss: 28896.3174 - val_mean_absolute_error: 132.9974
Epoch 3431/5000
148/148 [==============================] - 0s 20us/step - loss: 15099.5508 - mean_absolute_error: 72.5146 - val_loss: 28889.3334 - val_mean_absolute_error: 132.9782
Epoch 3432/5000
148/148 [==============================] - 0s 20us/step - loss: 15097.2129 - mean_absolute_error: 72.5063 - val_loss: 28882.3548 - val_mean_absolute_error: 132.9593
Epoch 3433/5000
148/148 [==============================] - 0s 27us/step - loss: 15094.8750 - mean_absolute_error: 72.4981 - val_loss: 28875.3780 - val_mean_absolute_error: 132.9409
Epoch 3434/5000
148/148 [==============================] - 0s 20us/step - loss: 15092.5420 - mean_absolute_error: 72.4898 - val_loss: 28868.4052 - val_mean_absolute_error: 132.9225
Epoch 3435/5000
148/148 [==============================] - 0s 20us/step - loss: 15090.2080 - mean_absolute_error: 72.4815 - val_loss: 28861.4379 - val_mean_absolute_error: 132.9041
Epoch 3436/5000
148/148 [==============================] - 0s 34us/step - loss: 15087.8750 - mean_absolute_error: 72.4732 - val_loss: 28854.4703 - val_mean_absolute_error: 132.8857
Epoch 3437/5000
148/148 [==============================] - 0s 27us/step - loss: 15085.5420 - mean_absolute_error: 72.4650 - val_loss: 28847.5103 - val_mean_absolute_error: 132.8673
Epoch 3438/5000
148/148 [==============================] - 0s 27us/step - loss: 15083.2109 - mean_absolute_error: 72.4567 - val_loss: 28840.5525 - val_mean_absolute_error: 132.8489
Epoch 3439/5000
148/148 [==============================] - 0s 20us/step - loss: 15080.8818 - mean_absolute_error: 72.4484 - val_loss: 28833.5981 - val_mean_absolute_error: 132.8305
Epoch 3440/5000
148/148 [==============================] - 0s 20us/step - loss: 15078.5508 - mean_absolute_error: 72.4402 - val_loss: 28826.6476 - val_mean_absolute_error: 132.8122
Epoch 3441/5000
148/148 [==============================] - 0s 34us/step - loss: 15076.2217 - mean_absolute_error: 72.4319 - val_loss: 28819.7007 - val_mean_absolute_error: 132.7938
Epoch 3442/5000
148/148 [==============================] - 0s 27us/step - loss: 15073.8936 - mean_absolute_error: 72.4237 - val_loss: 28812.7534 - val_mean_absolute_error: 132.7754
Epoch 3443/5000
148/148 [==============================] - 0s 20us/step - loss: 15071.5654 - mean_absolute_error: 72.4154 - val_loss: 28805.8141 - val_mean_absolute_error: 132.7571
Epoch 3444/5000
148/148 [==============================] - 0s 34us/step - loss: 15069.2402 - mean_absolute_error: 72.4072 - val_loss: 28798.8766 - val_mean_absolute_error: 132.7387
Epoch 3445/5000
148/148 [==============================] - 0s 27us/step - loss: 15066.9141 - mean_absolute_error: 72.3990 - val_loss: 28791.9426 - val_mean_absolute_error: 132.7204
Epoch 3446/5000
148/148 [==============================] - 0s 27us/step - loss: 15064.5879 - mean_absolute_error: 72.3907 - val_loss: 28785.0146 - val_mean_absolute_error: 132.7020
Epoch 3447/5000
148/148 [==============================] - 0s 34us/step - loss: 15062.2637 - mean_absolute_error: 72.3825 - val_loss: 28778.0902 - val_mean_absolute_error: 132.6837
Epoch 3448/5000
148/148 [==============================] - 0s 20us/step - loss: 15059.9404 - mean_absolute_error: 72.3743 - val_loss: 28771.1676 - val_mean_absolute_error: 132.6654
Epoch 3449/5000
148/148 [==============================] - 0s 27us/step - loss: 15057.6162 - mean_absolute_error: 72.3661 - val_loss: 28764.2485 - val_mean_absolute_error: 132.6471
Epoch 3450/5000
148/148 [==============================] - 0s 34us/step - loss: 15055.2959 - mean_absolute_error: 72.3578 - val_loss: 28757.3334 - val_mean_absolute_error: 132.6288
Epoch 3451/5000
148/148 [==============================] - 0s 27us/step - loss: 15052.9746 - mean_absolute_error: 72.3496 - val_loss: 28750.4199 - val_mean_absolute_error: 132.6105
Epoch 3452/5000
148/148 [==============================] - 0s 27us/step - loss: 15050.6533 - mean_absolute_error: 72.3414 - val_loss: 28743.5161 - val_mean_absolute_error: 132.5922
Epoch 3453/5000
148/148 [==============================] - 0s 34us/step - loss: 15048.3340 - mean_absolute_error: 72.3332 - val_loss: 28736.6061 - val_mean_absolute_error: 132.5739
Epoch 3454/5000
148/148 [==============================] - 0s 27us/step - loss: 15046.0156 - mean_absolute_error: 72.3250 - val_loss: 28729.7079 - val_mean_absolute_error: 132.5556
Epoch 3455/5000
148/148 [==============================] - 0s 20us/step - loss: 15043.6973 - mean_absolute_error: 72.3169 - val_loss: 28722.8093 - val_mean_absolute_error: 132.5373
Epoch 3456/5000
148/148 [==============================] - 0s 41us/step - loss: 15041.3701 - mean_absolute_error: 72.3085 - val_loss: 28715.9147 - val_mean_absolute_error: 132.5190
Epoch 3457/5000
148/148 [==============================] - 0s 34us/step - loss: 15039.0469 - mean_absolute_error: 72.3002 - val_loss: 28709.0045 - val_mean_absolute_error: 132.5007
Epoch 3458/5000
148/148 [==============================] - 0s 27us/step - loss: 15036.7197 - mean_absolute_error: 72.2919 - val_loss: 28702.0789 - val_mean_absolute_error: 132.4823
Epoch 3459/5000
148/148 [==============================] - 0s 20us/step - loss: 15034.3955 - mean_absolute_error: 72.2836 - val_loss: 28695.1545 - val_mean_absolute_error: 132.4639
Epoch 3460/5000
148/148 [==============================] - 0s 34us/step - loss: 15032.0713 - mean_absolute_error: 72.2753 - val_loss: 28688.2345 - val_mean_absolute_error: 132.4456
Epoch 3461/5000
148/148 [==============================] - 0s 34us/step - loss: 15029.7412 - mean_absolute_error: 72.2670 - val_loss: 28681.3159 - val_mean_absolute_error: 132.4272
Epoch 3462/5000
148/148 [==============================] - 0s 41us/step - loss: 15027.4170 - mean_absolute_error: 72.2587 - val_loss: 28674.3993 - val_mean_absolute_error: 132.4088
Epoch 3463/5000
148/148 [==============================] - 0s 20us/step - loss: 15025.0928 - mean_absolute_error: 72.2504 - val_loss: 28667.4825 - val_mean_absolute_error: 132.3904
Epoch 3464/5000
148/148 [==============================] - 0s 27us/step - loss: 15022.7686 - mean_absolute_error: 72.2421 - val_loss: 28660.5715 - val_mean_absolute_error: 132.3720
Epoch 3465/5000
148/148 [==============================] - 0s 27us/step - loss: 15020.4424 - mean_absolute_error: 72.2338 - val_loss: 28653.6621 - val_mean_absolute_error: 132.3537
Epoch 3466/5000
148/148 [==============================] - 0s 27us/step - loss: 15018.1162 - mean_absolute_error: 72.2255 - val_loss: 28646.7567 - val_mean_absolute_error: 132.3353
Epoch 3467/5000
148/148 [==============================] - 0s 34us/step - loss: 15015.7959 - mean_absolute_error: 72.2172 - val_loss: 28639.8587 - val_mean_absolute_error: 132.3170
Epoch 3468/5000
148/148 [==============================] - 0s 27us/step - loss: 15013.4717 - mean_absolute_error: 72.2090 - val_loss: 28632.9549 - val_mean_absolute_error: 132.2986
Epoch 3469/5000
148/148 [==============================] - 0s 27us/step - loss: 15011.1484 - mean_absolute_error: 72.2007 - val_loss: 28626.0604 - val_mean_absolute_error: 132.2802
Epoch 3470/5000
148/148 [==============================] - 0s 27us/step - loss: 15008.8262 - mean_absolute_error: 72.1924 - val_loss: 28619.1640 - val_mean_absolute_error: 132.2619
Epoch 3471/5000
148/148 [==============================] - 0s 27us/step - loss: 15006.5029 - mean_absolute_error: 72.1842 - val_loss: 28612.2714 - val_mean_absolute_error: 132.2436
Epoch 3472/5000
148/148 [==============================] - 0s 27us/step - loss: 15004.1807 - mean_absolute_error: 72.1759 - val_loss: 28605.3860 - val_mean_absolute_error: 132.2252
Epoch 3473/5000
148/148 [==============================] - 0s 41us/step - loss: 15001.8613 - mean_absolute_error: 72.1676 - val_loss: 28598.4992 - val_mean_absolute_error: 132.2069
Epoch 3474/5000
148/148 [==============================] - 0s 41us/step - loss: 14999.5420 - mean_absolute_error: 72.1594 - val_loss: 28591.6197 - val_mean_absolute_error: 132.1886
Epoch 3475/5000
148/148 [==============================] - 0s 34us/step - loss: 14997.2227 - mean_absolute_error: 72.1511 - val_loss: 28584.7397 - val_mean_absolute_error: 132.1702
Epoch 3476/5000
148/148 [==============================] - 0s 27us/step - loss: 14994.9023 - mean_absolute_error: 72.1429 - val_loss: 28577.8679 - val_mean_absolute_error: 132.1519
Epoch 3477/5000
148/148 [==============================] - 0s 20us/step - loss: 14992.5840 - mean_absolute_error: 72.1346 - val_loss: 28570.9935 - val_mean_absolute_error: 132.1336
Epoch 3478/5000
148/148 [==============================] - 0s 27us/step - loss: 14990.2666 - mean_absolute_error: 72.1264 - val_loss: 28564.1252 - val_mean_absolute_error: 132.1153
Epoch 3479/5000
148/148 [==============================] - 0s 27us/step - loss: 14987.9512 - mean_absolute_error: 72.1182 - val_loss: 28557.2585 - val_mean_absolute_error: 132.0970
Epoch 3480/5000
148/148 [==============================] - 0s 27us/step - loss: 14985.6338 - mean_absolute_error: 72.1099 - val_loss: 28550.3976 - val_mean_absolute_error: 132.0787
Epoch 3481/5000
148/148 [==============================] - 0s 34us/step - loss: 14983.3174 - mean_absolute_error: 72.1017 - val_loss: 28543.5402 - val_mean_absolute_error: 132.0604
Epoch 3482/5000
148/148 [==============================] - 0s 27us/step - loss: 14981.0029 - mean_absolute_error: 72.0935 - val_loss: 28536.6848 - val_mean_absolute_error: 132.0421
Epoch 3483/5000
148/148 [==============================] - 0s 27us/step - loss: 14978.6855 - mean_absolute_error: 72.0853 - val_loss: 28529.8291 - val_mean_absolute_error: 132.0238
Epoch 3484/5000
148/148 [==============================] - 0s 34us/step - loss: 14976.3730 - mean_absolute_error: 72.0770 - val_loss: 28522.9813 - val_mean_absolute_error: 132.0055
Epoch 3485/5000
148/148 [==============================] - 0s 20us/step - loss: 14974.0596 - mean_absolute_error: 72.0688 - val_loss: 28516.1335 - val_mean_absolute_error: 131.9873
Epoch 3486/5000
148/148 [==============================] - 0s 20us/step - loss: 14971.7471 - mean_absolute_error: 72.0606 - val_loss: 28509.2908 - val_mean_absolute_error: 131.9690
Epoch 3487/5000
148/148 [==============================] - 0s 27us/step - loss: 14969.4355 - mean_absolute_error: 72.0524 - val_loss: 28502.4520 - val_mean_absolute_error: 131.9508
Epoch 3488/5000
148/148 [==============================] - 0s 27us/step - loss: 14967.1250 - mean_absolute_error: 72.0442 - val_loss: 28495.6190 - val_mean_absolute_error: 131.9325
Epoch 3489/5000
148/148 [==============================] - 0s 27us/step - loss: 14964.8125 - mean_absolute_error: 72.0360 - val_loss: 28488.7802 - val_mean_absolute_error: 131.9143
Epoch 3490/5000
148/148 [==============================] - 0s 27us/step - loss: 14962.5020 - mean_absolute_error: 72.0278 - val_loss: 28481.9545 - val_mean_absolute_error: 131.8960
Epoch 3491/5000
148/148 [==============================] - 0s 27us/step - loss: 14960.1904 - mean_absolute_error: 72.0197 - val_loss: 28475.1268 - val_mean_absolute_error: 131.8778
Epoch 3492/5000
148/148 [==============================] - 0s 27us/step - loss: 14957.8838 - mean_absolute_error: 72.0115 - val_loss: 28468.3030 - val_mean_absolute_error: 131.8596
Epoch 3493/5000
148/148 [==============================] - 0s 27us/step - loss: 14955.5762 - mean_absolute_error: 72.0033 - val_loss: 28461.4831 - val_mean_absolute_error: 131.8413
Epoch 3494/5000
148/148 [==============================] - 0s 34us/step - loss: 14953.2666 - mean_absolute_error: 71.9951 - val_loss: 28454.6646 - val_mean_absolute_error: 131.8231
Epoch 3495/5000
148/148 [==============================] - 0s 34us/step - loss: 14950.9609 - mean_absolute_error: 71.9870 - val_loss: 28447.8520 - val_mean_absolute_error: 131.8049
Epoch 3496/5000
148/148 [==============================] - 0s 27us/step - loss: 14948.6533 - mean_absolute_error: 71.9788 - val_loss: 28441.0412 - val_mean_absolute_error: 131.7867
Epoch 3497/5000
148/148 [==============================] - 0s 27us/step - loss: 14946.3477 - mean_absolute_error: 71.9706 - val_loss: 28434.2359 - val_mean_absolute_error: 131.7685
Epoch 3498/5000
148/148 [==============================] - 0s 27us/step - loss: 14944.0459 - mean_absolute_error: 71.9625 - val_loss: 28427.4329 - val_mean_absolute_error: 131.7503
Epoch 3499/5000
148/148 [==============================] - 0s 20us/step - loss: 14941.7402 - mean_absolute_error: 71.9543 - val_loss: 28420.6314 - val_mean_absolute_error: 131.7321
Epoch 3500/5000
148/148 [==============================] - 0s 34us/step - loss: 14939.4355 - mean_absolute_error: 71.9462 - val_loss: 28413.8333 - val_mean_absolute_error: 131.7139
Epoch 3501/5000
148/148 [==============================] - 0s 81us/step - loss: 14937.1318 - mean_absolute_error: 71.9380 - val_loss: 28407.0373 - val_mean_absolute_error: 131.6957
Epoch 3502/5000
148/148 [==============================] - 0s 34us/step - loss: 14934.8291 - mean_absolute_error: 71.9299 - val_loss: 28400.2508 - val_mean_absolute_error: 131.6776
Epoch 3503/5000
148/148 [==============================] - 0s 34us/step - loss: 14932.5283 - mean_absolute_error: 71.9217 - val_loss: 28393.4607 - val_mean_absolute_error: 131.6594
Epoch 3504/5000
148/148 [==============================] - 0s 34us/step - loss: 14930.2266 - mean_absolute_error: 71.9136 - val_loss: 28386.6737 - val_mean_absolute_error: 131.6412
Epoch 3505/5000
148/148 [==============================] - 0s 20us/step - loss: 14927.9258 - mean_absolute_error: 71.9055 - val_loss: 28379.8926 - val_mean_absolute_error: 131.6231
Epoch 3506/5000
148/148 [==============================] - 0s 27us/step - loss: 14925.6270 - mean_absolute_error: 71.8973 - val_loss: 28373.1134 - val_mean_absolute_error: 131.6049
Epoch 3507/5000
148/148 [==============================] - 0s 34us/step - loss: 14923.3262 - mean_absolute_error: 71.8892 - val_loss: 28366.3380 - val_mean_absolute_error: 131.5868
Epoch 3508/5000
148/148 [==============================] - 0s 34us/step - loss: 14921.0273 - mean_absolute_error: 71.8811 - val_loss: 28359.5682 - val_mean_absolute_error: 131.5686
Epoch 3509/5000
148/148 [==============================] - 0s 27us/step - loss: 14918.7588 - mean_absolute_error: 71.8731 - val_loss: 28352.8079 - val_mean_absolute_error: 131.5505
Epoch 3510/5000
148/148 [==============================] - 0s 34us/step - loss: 14916.4971 - mean_absolute_error: 71.8652 - val_loss: 28346.0591 - val_mean_absolute_error: 131.5325
Epoch 3511/5000
148/148 [==============================] - 0s 34us/step - loss: 14914.2363 - mean_absolute_error: 71.8572 - val_loss: 28339.3216 - val_mean_absolute_error: 131.5145
Epoch 3512/5000
148/148 [==============================] - 0s 34us/step - loss: 14911.9814 - mean_absolute_error: 71.8493 - val_loss: 28332.5936 - val_mean_absolute_error: 131.4965
Epoch 3513/5000
148/148 [==============================] - 0s 34us/step - loss: 14909.7295 - mean_absolute_error: 71.8413 - val_loss: 28325.8735 - val_mean_absolute_error: 131.4785
Epoch 3514/5000
148/148 [==============================] - 0s 34us/step - loss: 14907.4785 - mean_absolute_error: 71.8334 - val_loss: 28319.1607 - val_mean_absolute_error: 131.4606
Epoch 3515/5000
148/148 [==============================] - 0s 27us/step - loss: 14905.2285 - mean_absolute_error: 71.8254 - val_loss: 28312.4577 - val_mean_absolute_error: 131.4427
Epoch 3516/5000
148/148 [==============================] - 0s 20us/step - loss: 14902.9814 - mean_absolute_error: 71.8175 - val_loss: 28305.7620 - val_mean_absolute_error: 131.4248
Epoch 3517/5000
148/148 [==============================] - 0s 27us/step - loss: 14900.7402 - mean_absolute_error: 71.8095 - val_loss: 28299.0721 - val_mean_absolute_error: 131.4069
Epoch 3518/5000
148/148 [==============================] - 0s 34us/step - loss: 14898.4951 - mean_absolute_error: 71.8016 - val_loss: 28292.3878 - val_mean_absolute_error: 131.3891
Epoch 3519/5000
148/148 [==============================] - 0s 34us/step - loss: 14896.2549 - mean_absolute_error: 71.7937 - val_loss: 28285.7131 - val_mean_absolute_error: 131.3713
Epoch 3520/5000
148/148 [==============================] - 0s 20us/step - loss: 14894.0156 - mean_absolute_error: 71.7858 - val_loss: 28279.0421 - val_mean_absolute_error: 131.3535
Epoch 3521/5000
148/148 [==============================] - 0s 27us/step - loss: 14891.7773 - mean_absolute_error: 71.7779 - val_loss: 28272.3768 - val_mean_absolute_error: 131.3357
Epoch 3522/5000
148/148 [==============================] - 0s 27us/step - loss: 14889.5391 - mean_absolute_error: 71.7700 - val_loss: 28265.7208 - val_mean_absolute_error: 131.3179
Epoch 3523/5000
148/148 [==============================] - 0s 27us/step - loss: 14887.3037 - mean_absolute_error: 71.7620 - val_loss: 28259.0784 - val_mean_absolute_error: 131.3003
Epoch 3524/5000
148/148 [==============================] - 0s 27us/step - loss: 14885.0693 - mean_absolute_error: 71.7541 - val_loss: 28252.4438 - val_mean_absolute_error: 131.2827
Epoch 3525/5000
148/148 [==============================] - 0s 27us/step - loss: 14882.8359 - mean_absolute_error: 71.7463 - val_loss: 28245.8147 - val_mean_absolute_error: 131.2651
Epoch 3526/5000
148/148 [==============================] - 0s 27us/step - loss: 14880.6045 - mean_absolute_error: 71.7384 - val_loss: 28239.1833 - val_mean_absolute_error: 131.2475
Epoch 3527/5000
148/148 [==============================] - 0s 27us/step - loss: 14878.3750 - mean_absolute_error: 71.7305 - val_loss: 28232.5616 - val_mean_absolute_error: 131.2300
Epoch 3528/5000
148/148 [==============================] - 0s 27us/step - loss: 14876.1436 - mean_absolute_error: 71.7226 - val_loss: 28225.9398 - val_mean_absolute_error: 131.2124
Epoch 3529/5000
148/148 [==============================] - 0s 20us/step - loss: 14873.9170 - mean_absolute_error: 71.7147 - val_loss: 28219.3257 - val_mean_absolute_error: 131.1948
Epoch 3530/5000
148/148 [==============================] - 0s 20us/step - loss: 14871.6875 - mean_absolute_error: 71.7068 - val_loss: 28212.7151 - val_mean_absolute_error: 131.1773
Epoch 3531/5000
148/148 [==============================] - 0s 27us/step - loss: 14869.4609 - mean_absolute_error: 71.6990 - val_loss: 28206.0987 - val_mean_absolute_error: 131.1597
Epoch 3532/5000
148/148 [==============================] - 0s 27us/step - loss: 14867.2334 - mean_absolute_error: 71.6911 - val_loss: 28199.4649 - val_mean_absolute_error: 131.1421
Epoch 3533/5000
148/148 [==============================] - 0s 27us/step - loss: 14865.0098 - mean_absolute_error: 71.6832 - val_loss: 28192.8351 - val_mean_absolute_error: 131.1245
Epoch 3534/5000
148/148 [==============================] - 0s 34us/step - loss: 14862.7852 - mean_absolute_error: 71.6753 - val_loss: 28186.2067 - val_mean_absolute_error: 131.1069
Epoch 3535/5000
148/148 [==============================] - 0s 34us/step - loss: 14860.5605 - mean_absolute_error: 71.6675 - val_loss: 28179.5802 - val_mean_absolute_error: 131.0893
Epoch 3536/5000
148/148 [==============================] - 0s 20us/step - loss: 14858.3379 - mean_absolute_error: 71.6596 - val_loss: 28172.9595 - val_mean_absolute_error: 131.0717
Epoch 3537/5000
148/148 [==============================] - 0s 27us/step - loss: 14856.1182 - mean_absolute_error: 71.6518 - val_loss: 28166.3423 - val_mean_absolute_error: 131.0541
Epoch 3538/5000
148/148 [==============================] - 0s 20us/step - loss: 14853.8955 - mean_absolute_error: 71.6439 - val_loss: 28159.7272 - val_mean_absolute_error: 131.0365
Epoch 3539/5000
148/148 [==============================] - 0s 20us/step - loss: 14851.6758 - mean_absolute_error: 71.6361 - val_loss: 28153.1159 - val_mean_absolute_error: 131.0189
Epoch 3540/5000
148/148 [==============================] - 0s 27us/step - loss: 14849.4541 - mean_absolute_error: 71.6286 - val_loss: 28146.5098 - val_mean_absolute_error: 131.0013
Epoch 3541/5000
148/148 [==============================] - 0s 27us/step - loss: 14847.2344 - mean_absolute_error: 71.6213 - val_loss: 28139.9003 - val_mean_absolute_error: 130.9838
Epoch 3542/5000
148/148 [==============================] - 0s 34us/step - loss: 14845.0186 - mean_absolute_error: 71.6140 - val_loss: 28133.2961 - val_mean_absolute_error: 130.9662
Epoch 3543/5000
148/148 [==============================] - 0s 27us/step - loss: 14842.7988 - mean_absolute_error: 71.6067 - val_loss: 28126.6939 - val_mean_absolute_error: 130.9486
Epoch 3544/5000
148/148 [==============================] - 0s 27us/step - loss: 14840.5830 - mean_absolute_error: 71.5993 - val_loss: 28120.0934 - val_mean_absolute_error: 130.9310
Epoch 3545/5000
148/148 [==============================] - 0s 27us/step - loss: 14838.3662 - mean_absolute_error: 71.5920 - val_loss: 28113.4984 - val_mean_absolute_error: 130.9135
Epoch 3546/5000
148/148 [==============================] - 0s 27us/step - loss: 14836.1504 - mean_absolute_error: 71.5847 - val_loss: 28106.9054 - val_mean_absolute_error: 130.8961
Epoch 3547/5000
148/148 [==============================] - 0s 41us/step - loss: 14833.9346 - mean_absolute_error: 71.5774 - val_loss: 28100.3143 - val_mean_absolute_error: 130.8786
Epoch 3548/5000
148/148 [==============================] - 0s 27us/step - loss: 14831.7178 - mean_absolute_error: 71.5701 - val_loss: 28093.7269 - val_mean_absolute_error: 130.8611
Epoch 3549/5000
148/148 [==============================] - 0s 27us/step - loss: 14829.5029 - mean_absolute_error: 71.5628 - val_loss: 28087.1433 - val_mean_absolute_error: 130.8437
Epoch 3550/5000
148/148 [==============================] - 0s 27us/step - loss: 14827.2910 - mean_absolute_error: 71.5555 - val_loss: 28080.5597 - val_mean_absolute_error: 130.8263
Epoch 3551/5000
148/148 [==============================] - 0s 20us/step - loss: 14825.0781 - mean_absolute_error: 71.5482 - val_loss: 28073.9813 - val_mean_absolute_error: 130.8088
Epoch 3552/5000
148/148 [==============================] - 0s 34us/step - loss: 14822.8652 - mean_absolute_error: 71.5409 - val_loss: 28067.4032 - val_mean_absolute_error: 130.7914
Epoch 3553/5000
148/148 [==============================] - 0s 34us/step - loss: 14820.6533 - mean_absolute_error: 71.5336 - val_loss: 28060.8286 - val_mean_absolute_error: 130.7740
Epoch 3554/5000
148/148 [==============================] - 0s 27us/step - loss: 14818.4424 - mean_absolute_error: 71.5263 - val_loss: 28054.2598 - val_mean_absolute_error: 130.7565
Epoch 3555/5000
148/148 [==============================] - 0s 27us/step - loss: 14816.2295 - mean_absolute_error: 71.5190 - val_loss: 28047.6910 - val_mean_absolute_error: 130.7391
Epoch 3556/5000
148/148 [==============================] - 0s 20us/step - loss: 14814.0215 - mean_absolute_error: 71.5117 - val_loss: 28041.1278 - val_mean_absolute_error: 130.7217
Epoch 3557/5000
148/148 [==============================] - 0s 27us/step - loss: 14811.8105 - mean_absolute_error: 71.5045 - val_loss: 28034.5607 - val_mean_absolute_error: 130.7043
Epoch 3558/5000
148/148 [==============================] - 0s 20us/step - loss: 14809.6016 - mean_absolute_error: 71.4972 - val_loss: 28028.0031 - val_mean_absolute_error: 130.6869
Epoch 3559/5000
148/148 [==============================] - 0s 34us/step - loss: 14807.3936 - mean_absolute_error: 71.4899 - val_loss: 28021.4433 - val_mean_absolute_error: 130.6695
Epoch 3560/5000
148/148 [==============================] - 0s 34us/step - loss: 14805.1855 - mean_absolute_error: 71.4826 - val_loss: 28014.8910 - val_mean_absolute_error: 130.6521
Epoch 3561/5000
148/148 [==============================] - 0s 34us/step - loss: 14802.9795 - mean_absolute_error: 71.4755 - val_loss: 28008.3351 - val_mean_absolute_error: 130.6347
Epoch 3562/5000
148/148 [==============================] - 0s 27us/step - loss: 14800.7705 - mean_absolute_error: 71.4684 - val_loss: 28001.7847 - val_mean_absolute_error: 130.6173
Epoch 3563/5000
148/148 [==============================] - 0s 20us/step - loss: 14798.5645 - mean_absolute_error: 71.4613 - val_loss: 27995.2339 - val_mean_absolute_error: 130.5999
Epoch 3564/5000
148/148 [==============================] - 0s 27us/step - loss: 14796.3584 - mean_absolute_error: 71.4542 - val_loss: 27988.6912 - val_mean_absolute_error: 130.5825
Epoch 3565/5000
148/148 [==============================] - 0s 27us/step - loss: 14794.1533 - mean_absolute_error: 71.4471 - val_loss: 27982.1501 - val_mean_absolute_error: 130.5652
Epoch 3566/5000
148/148 [==============================] - 0s 34us/step - loss: 14791.9492 - mean_absolute_error: 71.4400 - val_loss: 27975.6090 - val_mean_absolute_error: 130.5478
Epoch 3567/5000
148/148 [==============================] - 0s 20us/step - loss: 14789.7451 - mean_absolute_error: 71.4331 - val_loss: 27969.0697 - val_mean_absolute_error: 130.5304
Epoch 3568/5000
148/148 [==============================] - 0s 20us/step - loss: 14787.5410 - mean_absolute_error: 71.4262 - val_loss: 27962.5378 - val_mean_absolute_error: 130.5130
Epoch 3569/5000
148/148 [==============================] - 0s 20us/step - loss: 14785.3379 - mean_absolute_error: 71.4194 - val_loss: 27956.0001 - val_mean_absolute_error: 130.4957
Epoch 3570/5000
148/148 [==============================] - 0s 20us/step - loss: 14783.1338 - mean_absolute_error: 71.4126 - val_loss: 27949.4720 - val_mean_absolute_error: 130.4783
Epoch 3571/5000
148/148 [==============================] - 0s 27us/step - loss: 14780.9346 - mean_absolute_error: 71.4057 - val_loss: 27942.9455 - val_mean_absolute_error: 130.4610
Epoch 3572/5000
148/148 [==============================] - 0s 27us/step - loss: 14778.7295 - mean_absolute_error: 71.3989 - val_loss: 27936.4172 - val_mean_absolute_error: 130.4436
Epoch 3573/5000
148/148 [==============================] - 0s 27us/step - loss: 14776.5283 - mean_absolute_error: 71.3920 - val_loss: 27929.8985 - val_mean_absolute_error: 130.4263
Epoch 3574/5000
148/148 [==============================] - 0s 27us/step - loss: 14774.3291 - mean_absolute_error: 71.3852 - val_loss: 27923.3735 - val_mean_absolute_error: 130.4089
Epoch 3575/5000
148/148 [==============================] - 0s 27us/step - loss: 14772.1279 - mean_absolute_error: 71.3783 - val_loss: 27916.8604 - val_mean_absolute_error: 130.3916
Epoch 3576/5000
148/148 [==============================] - 0s 20us/step - loss: 14769.9287 - mean_absolute_error: 71.3715 - val_loss: 27910.3435 - val_mean_absolute_error: 130.3743
Epoch 3577/5000
148/148 [==============================] - 0s 20us/step - loss: 14767.7295 - mean_absolute_error: 71.3647 - val_loss: 27903.8296 - val_mean_absolute_error: 130.3569
Epoch 3578/5000
148/148 [==============================] - 0s 27us/step - loss: 14765.5322 - mean_absolute_error: 71.3578 - val_loss: 27897.3199 - val_mean_absolute_error: 130.3396
Epoch 3579/5000
148/148 [==============================] - 0s 20us/step - loss: 14763.3311 - mean_absolute_error: 71.3510 - val_loss: 27890.8122 - val_mean_absolute_error: 130.3223
Epoch 3580/5000
148/148 [==============================] - 0s 20us/step - loss: 14761.1348 - mean_absolute_error: 71.3442 - val_loss: 27884.3080 - val_mean_absolute_error: 130.3050
Epoch 3581/5000
148/148 [==============================] - 0s 27us/step - loss: 14758.9375 - mean_absolute_error: 71.3374 - val_loss: 27877.8058 - val_mean_absolute_error: 130.2877
Epoch 3582/5000
148/148 [==============================] - 0s 27us/step - loss: 14756.7412 - mean_absolute_error: 71.3305 - val_loss: 27871.3052 - val_mean_absolute_error: 130.2703
Epoch 3583/5000
148/148 [==============================] - 0s 34us/step - loss: 14754.5439 - mean_absolute_error: 71.3237 - val_loss: 27864.8065 - val_mean_absolute_error: 130.2531
Epoch 3584/5000
148/148 [==============================] - 0s 27us/step - loss: 14752.3467 - mean_absolute_error: 71.3169 - val_loss: 27858.3117 - val_mean_absolute_error: 130.2357
Epoch 3585/5000
148/148 [==============================] - 0s 27us/step - loss: 14750.1533 - mean_absolute_error: 71.3101 - val_loss: 27851.8183 - val_mean_absolute_error: 130.2185
Epoch 3586/5000
148/148 [==============================] - 0s 27us/step - loss: 14747.9561 - mean_absolute_error: 71.3033 - val_loss: 27845.3289 - val_mean_absolute_error: 130.2012
Epoch 3587/5000
148/148 [==============================] - 0s 27us/step - loss: 14745.7637 - mean_absolute_error: 71.2965 - val_loss: 27838.8394 - val_mean_absolute_error: 130.1839
Epoch 3588/5000
148/148 [==============================] - 0s 27us/step - loss: 14743.5693 - mean_absolute_error: 71.2896 - val_loss: 27832.3557 - val_mean_absolute_error: 130.1666
Epoch 3589/5000
148/148 [==============================] - 0s 27us/step - loss: 14741.3750 - mean_absolute_error: 71.2828 - val_loss: 27825.8718 - val_mean_absolute_error: 130.1493
Epoch 3590/5000
148/148 [==============================] - 0s 34us/step - loss: 14739.1826 - mean_absolute_error: 71.2760 - val_loss: 27819.3879 - val_mean_absolute_error: 130.1320
Epoch 3591/5000
148/148 [==============================] - 0s 27us/step - loss: 14736.9902 - mean_absolute_error: 71.2692 - val_loss: 27812.9132 - val_mean_absolute_error: 130.1148
Epoch 3592/5000
148/148 [==============================] - 0s 27us/step - loss: 14734.7969 - mean_absolute_error: 71.2624 - val_loss: 27806.4366 - val_mean_absolute_error: 130.0975
Epoch 3593/5000
148/148 [==============================] - 0s 27us/step - loss: 14732.6064 - mean_absolute_error: 71.2556 - val_loss: 27799.9640 - val_mean_absolute_error: 130.0802
Epoch 3594/5000
148/148 [==============================] - 0s 34us/step - loss: 14730.4160 - mean_absolute_error: 71.2488 - val_loss: 27793.4910 - val_mean_absolute_error: 130.0630
Epoch 3595/5000
148/148 [==============================] - 0s 27us/step - loss: 14728.2246 - mean_absolute_error: 71.2420 - val_loss: 27787.0241 - val_mean_absolute_error: 130.0457
Epoch 3596/5000
148/148 [==============================] - 0s 20us/step - loss: 14726.0342 - mean_absolute_error: 71.2352 - val_loss: 27780.5586 - val_mean_absolute_error: 130.0285
Epoch 3597/5000
148/148 [==============================] - 0s 27us/step - loss: 14723.8428 - mean_absolute_error: 71.2284 - val_loss: 27774.0910 - val_mean_absolute_error: 130.0112
Epoch 3598/5000
148/148 [==============================] - 0s 34us/step - loss: 14721.6553 - mean_absolute_error: 71.2217 - val_loss: 27767.6313 - val_mean_absolute_error: 129.9939
Epoch 3599/5000
148/148 [==============================] - 0s 20us/step - loss: 14719.4658 - mean_absolute_error: 71.2149 - val_loss: 27761.1733 - val_mean_absolute_error: 129.9767
Epoch 3600/5000
148/148 [==============================] - 0s 27us/step - loss: 14717.2773 - mean_absolute_error: 71.2081 - val_loss: 27754.7171 - val_mean_absolute_error: 129.9595
Epoch 3601/5000
148/148 [==============================] - 0s 27us/step - loss: 14715.0898 - mean_absolute_error: 71.2013 - val_loss: 27748.2608 - val_mean_absolute_error: 129.9423
Epoch 3602/5000
148/148 [==============================] - 0s 34us/step - loss: 14712.8984 - mean_absolute_error: 71.1945 - val_loss: 27741.8121 - val_mean_absolute_error: 129.9250
Epoch 3603/5000
148/148 [==============================] - 0s 27us/step - loss: 14710.7129 - mean_absolute_error: 71.1877 - val_loss: 27735.3653 - val_mean_absolute_error: 129.9078
Epoch 3604/5000
148/148 [==============================] - 0s 27us/step - loss: 14708.5273 - mean_absolute_error: 71.1810 - val_loss: 27728.9144 - val_mean_absolute_error: 129.8906
Epoch 3605/5000
148/148 [==============================] - 0s 27us/step - loss: 14706.3408 - mean_absolute_error: 71.1742 - val_loss: 27722.4714 - val_mean_absolute_error: 129.8734
Epoch 3606/5000
148/148 [==============================] - 0s 20us/step - loss: 14704.1533 - mean_absolute_error: 71.1674 - val_loss: 27716.0261 - val_mean_absolute_error: 129.8562
Epoch 3607/5000
148/148 [==============================] - 0s 27us/step - loss: 14701.9697 - mean_absolute_error: 71.1606 - val_loss: 27709.5887 - val_mean_absolute_error: 129.8389
Epoch 3608/5000
148/148 [==============================] - 0s 34us/step - loss: 14699.7842 - mean_absolute_error: 71.1539 - val_loss: 27703.1505 - val_mean_absolute_error: 129.8217
Epoch 3609/5000
148/148 [==============================] - 0s 27us/step - loss: 14697.5977 - mean_absolute_error: 71.1471 - val_loss: 27696.7150 - val_mean_absolute_error: 129.8045
Epoch 3610/5000
148/148 [==============================] - 0s 27us/step - loss: 14695.4160 - mean_absolute_error: 71.1403 - val_loss: 27690.2787 - val_mean_absolute_error: 129.7872
Epoch 3611/5000
148/148 [==============================] - 0s 27us/step - loss: 14693.2314 - mean_absolute_error: 71.1336 - val_loss: 27683.8486 - val_mean_absolute_error: 129.7699
Epoch 3612/5000
148/148 [==============================] - 0s 27us/step - loss: 14691.0488 - mean_absolute_error: 71.1268 - val_loss: 27677.4179 - val_mean_absolute_error: 129.7526
Epoch 3613/5000
148/148 [==============================] - 0s 20us/step - loss: 14688.8633 - mean_absolute_error: 71.1200 - val_loss: 27670.9931 - val_mean_absolute_error: 129.7353
Epoch 3614/5000
148/148 [==============================] - 0s 27us/step - loss: 14686.6826 - mean_absolute_error: 71.1133 - val_loss: 27664.5665 - val_mean_absolute_error: 129.7181
Epoch 3615/5000
148/148 [==============================] - 0s 20us/step - loss: 14684.4980 - mean_absolute_error: 71.1065 - val_loss: 27658.1432 - val_mean_absolute_error: 129.7008
Epoch 3616/5000
148/148 [==============================] - 0s 34us/step - loss: 14682.3193 - mean_absolute_error: 71.0998 - val_loss: 27651.7241 - val_mean_absolute_error: 129.6835
Epoch 3617/5000
148/148 [==============================] - 0s 34us/step - loss: 14680.1387 - mean_absolute_error: 71.0930 - val_loss: 27645.3028 - val_mean_absolute_error: 129.6662
Epoch 3618/5000
148/148 [==============================] - 0s 27us/step - loss: 14677.9541 - mean_absolute_error: 71.0863 - val_loss: 27638.8911 - val_mean_absolute_error: 129.6490
Epoch 3619/5000
148/148 [==============================] - 0s 20us/step - loss: 14675.7773 - mean_absolute_error: 71.0795 - val_loss: 27632.4752 - val_mean_absolute_error: 129.6317
Epoch 3620/5000
148/148 [==============================] - 0s 27us/step - loss: 14673.5947 - mean_absolute_error: 71.0728 - val_loss: 27626.0654 - val_mean_absolute_error: 129.6145
Epoch 3621/5000
148/148 [==============================] - 0s 34us/step - loss: 14671.4160 - mean_absolute_error: 71.0660 - val_loss: 27619.6568 - val_mean_absolute_error: 129.5972
Epoch 3622/5000
148/148 [==============================] - 0s 27us/step - loss: 14669.2363 - mean_absolute_error: 71.0593 - val_loss: 27613.2543 - val_mean_absolute_error: 129.5800
Epoch 3623/5000
148/148 [==============================] - 0s 27us/step - loss: 14667.0576 - mean_absolute_error: 71.0525 - val_loss: 27606.8457 - val_mean_absolute_error: 129.5627
Epoch 3624/5000
148/148 [==============================] - 0s 34us/step - loss: 14664.8770 - mean_absolute_error: 71.0458 - val_loss: 27600.4471 - val_mean_absolute_error: 129.5455
Epoch 3625/5000
148/148 [==============================] - 0s 34us/step - loss: 14662.6992 - mean_absolute_error: 71.0390 - val_loss: 27594.0457 - val_mean_absolute_error: 129.5282
Epoch 3626/5000
148/148 [==============================] - 0s 20us/step - loss: 14660.5215 - mean_absolute_error: 71.0323 - val_loss: 27587.6491 - val_mean_absolute_error: 129.5110
Epoch 3627/5000
148/148 [==============================] - 0s 34us/step - loss: 14658.3467 - mean_absolute_error: 71.0256 - val_loss: 27581.2552 - val_mean_absolute_error: 129.4938
Epoch 3628/5000
148/148 [==============================] - 0s 34us/step - loss: 14656.1689 - mean_absolute_error: 71.0188 - val_loss: 27574.8637 - val_mean_absolute_error: 129.4766
Epoch 3629/5000
148/148 [==============================] - 0s 34us/step - loss: 14653.9912 - mean_absolute_error: 71.0121 - val_loss: 27568.4701 - val_mean_absolute_error: 129.4593
Epoch 3630/5000
148/148 [==============================] - 0s 27us/step - loss: 14651.8154 - mean_absolute_error: 71.0054 - val_loss: 27562.0841 - val_mean_absolute_error: 129.4421
Epoch 3631/5000
148/148 [==============================] - 0s 20us/step - loss: 14649.6406 - mean_absolute_error: 70.9987 - val_loss: 27555.6939 - val_mean_absolute_error: 129.4249
Epoch 3632/5000
148/148 [==============================] - 0s 27us/step - loss: 14647.4648 - mean_absolute_error: 70.9919 - val_loss: 27549.3138 - val_mean_absolute_error: 129.4077
Epoch 3633/5000
148/148 [==============================] - 0s 27us/step - loss: 14645.2891 - mean_absolute_error: 70.9852 - val_loss: 27542.9272 - val_mean_absolute_error: 129.3905
Epoch 3634/5000
148/148 [==============================] - 0s 27us/step - loss: 14643.1152 - mean_absolute_error: 70.9785 - val_loss: 27536.5503 - val_mean_absolute_error: 129.3733
Epoch 3635/5000
148/148 [==============================] - 0s 27us/step - loss: 14640.9395 - mean_absolute_error: 70.9718 - val_loss: 27530.1716 - val_mean_absolute_error: 129.3561
Epoch 3636/5000
148/148 [==============================] - 0s 27us/step - loss: 14638.7666 - mean_absolute_error: 70.9650 - val_loss: 27523.7943 - val_mean_absolute_error: 129.3389
Epoch 3637/5000
148/148 [==============================] - 0s 27us/step - loss: 14636.5908 - mean_absolute_error: 70.9583 - val_loss: 27517.4251 - val_mean_absolute_error: 129.3217
Epoch 3638/5000
148/148 [==============================] - 0s 20us/step - loss: 14634.4209 - mean_absolute_error: 70.9516 - val_loss: 27511.0537 - val_mean_absolute_error: 129.3045
Epoch 3639/5000
148/148 [==============================] - 0s 27us/step - loss: 14632.2480 - mean_absolute_error: 70.9449 - val_loss: 27504.6841 - val_mean_absolute_error: 129.2873
Epoch 3640/5000
148/148 [==============================] - 0s 27us/step - loss: 14630.0762 - mean_absolute_error: 70.9382 - val_loss: 27498.3161 - val_mean_absolute_error: 129.2701
Epoch 3641/5000
148/148 [==============================] - 0s 20us/step - loss: 14627.9023 - mean_absolute_error: 70.9315 - val_loss: 27491.9542 - val_mean_absolute_error: 129.2529
Epoch 3642/5000
148/148 [==============================] - 0s 27us/step - loss: 14625.7314 - mean_absolute_error: 70.9248 - val_loss: 27485.5899 - val_mean_absolute_error: 129.2358
Epoch 3643/5000
148/148 [==============================] - 0s 34us/step - loss: 14623.5596 - mean_absolute_error: 70.9180 - val_loss: 27479.2317 - val_mean_absolute_error: 129.2186
Epoch 3644/5000
148/148 [==============================] - 0s 34us/step - loss: 14621.3906 - mean_absolute_error: 70.9113 - val_loss: 27472.8749 - val_mean_absolute_error: 129.2014
Epoch 3645/5000
148/148 [==============================] - 0s 27us/step - loss: 14619.2178 - mean_absolute_error: 70.9046 - val_loss: 27466.5203 - val_mean_absolute_error: 129.1843
Epoch 3646/5000
148/148 [==============================] - 0s 27us/step - loss: 14617.0488 - mean_absolute_error: 70.8979 - val_loss: 27460.1669 - val_mean_absolute_error: 129.1671
Epoch 3647/5000
148/148 [==============================] - 0s 27us/step - loss: 14614.8799 - mean_absolute_error: 70.8912 - val_loss: 27453.8159 - val_mean_absolute_error: 129.1499
Epoch 3648/5000
148/148 [==============================] - 0s 20us/step - loss: 14612.7090 - mean_absolute_error: 70.8845 - val_loss: 27447.4684 - val_mean_absolute_error: 129.1328
Epoch 3649/5000
148/148 [==============================] - 0s 41us/step - loss: 14610.5391 - mean_absolute_error: 70.8778 - val_loss: 27441.1189 - val_mean_absolute_error: 129.1156
Epoch 3650/5000
148/148 [==============================] - 0s 20us/step - loss: 14608.3701 - mean_absolute_error: 70.8711 - val_loss: 27434.7735 - val_mean_absolute_error: 129.0985
Epoch 3651/5000
148/148 [==============================] - 0s 20us/step - loss: 14606.2012 - mean_absolute_error: 70.8644 - val_loss: 27428.4315 - val_mean_absolute_error: 129.0814
Epoch 3652/5000
148/148 [==============================] - 0s 27us/step - loss: 14604.0322 - mean_absolute_error: 70.8577 - val_loss: 27422.0934 - val_mean_absolute_error: 129.0642
Epoch 3653/5000
148/148 [==============================] - 0s 27us/step - loss: 14601.8662 - mean_absolute_error: 70.8511 - val_loss: 27415.7531 - val_mean_absolute_error: 129.0471
Epoch 3654/5000
148/148 [==============================] - 0s 20us/step - loss: 14599.6973 - mean_absolute_error: 70.8444 - val_loss: 27409.4184 - val_mean_absolute_error: 129.0299
Epoch 3655/5000
148/148 [==============================] - 0s 20us/step - loss: 14597.5322 - mean_absolute_error: 70.8377 - val_loss: 27403.0840 - val_mean_absolute_error: 129.0128
Epoch 3656/5000
148/148 [==============================] - 0s 34us/step - loss: 14595.3652 - mean_absolute_error: 70.8310 - val_loss: 27396.7512 - val_mean_absolute_error: 128.9957
Epoch 3657/5000
148/148 [==============================] - 0s 27us/step - loss: 14593.1973 - mean_absolute_error: 70.8243 - val_loss: 27390.4221 - val_mean_absolute_error: 128.9785
Epoch 3658/5000
148/148 [==============================] - 0s 20us/step - loss: 14591.0342 - mean_absolute_error: 70.8176 - val_loss: 27384.0949 - val_mean_absolute_error: 128.9614
Epoch 3659/5000
148/148 [==============================] - 0s 27us/step - loss: 14588.8662 - mean_absolute_error: 70.8110 - val_loss: 27377.7694 - val_mean_absolute_error: 128.9443
Epoch 3660/5000
148/148 [==============================] - 0s 27us/step - loss: 14586.7012 - mean_absolute_error: 70.8043 - val_loss: 27371.4461 - val_mean_absolute_error: 128.9272
Epoch 3661/5000
148/148 [==============================] - 0s 27us/step - loss: 14584.5371 - mean_absolute_error: 70.7976 - val_loss: 27365.1223 - val_mean_absolute_error: 128.9101
Epoch 3662/5000
148/148 [==============================] - 0s 27us/step - loss: 14582.3721 - mean_absolute_error: 70.7909 - val_loss: 27358.8044 - val_mean_absolute_error: 128.8930
Epoch 3663/5000
148/148 [==============================] - 0s 27us/step - loss: 14580.2080 - mean_absolute_error: 70.7842 - val_loss: 27352.4883 - val_mean_absolute_error: 128.8759
Epoch 3664/5000
148/148 [==============================] - 0s 27us/step - loss: 14578.0459 - mean_absolute_error: 70.7776 - val_loss: 27346.1699 - val_mean_absolute_error: 128.8588
Epoch 3665/5000
148/148 [==============================] - 0s 34us/step - loss: 14575.8799 - mean_absolute_error: 70.7709 - val_loss: 27339.8576 - val_mean_absolute_error: 128.8417
Epoch 3666/5000
148/148 [==============================] - 0s 27us/step - loss: 14573.7178 - mean_absolute_error: 70.7642 - val_loss: 27333.5449 - val_mean_absolute_error: 128.8246
Epoch 3667/5000
148/148 [==============================] - 0s 27us/step - loss: 14571.5537 - mean_absolute_error: 70.7575 - val_loss: 27327.2420 - val_mean_absolute_error: 128.8075
Epoch 3668/5000
148/148 [==============================] - 0s 27us/step - loss: 14569.3906 - mean_absolute_error: 70.7509 - val_loss: 27320.9330 - val_mean_absolute_error: 128.7904
Epoch 3669/5000
148/148 [==============================] - 0s 27us/step - loss: 14567.2314 - mean_absolute_error: 70.7442 - val_loss: 27314.6258 - val_mean_absolute_error: 128.7734
Epoch 3670/5000
148/148 [==============================] - 0s 27us/step - loss: 14565.0674 - mean_absolute_error: 70.7376 - val_loss: 27308.3226 - val_mean_absolute_error: 128.7563
Epoch 3671/5000
148/148 [==============================] - 0s 34us/step - loss: 14562.9072 - mean_absolute_error: 70.7311 - val_loss: 27302.0209 - val_mean_absolute_error: 128.7392
Epoch 3672/5000
148/148 [==============================] - 0s 27us/step - loss: 14560.7432 - mean_absolute_error: 70.7246 - val_loss: 27295.7191 - val_mean_absolute_error: 128.7221
Epoch 3673/5000
148/148 [==============================] - 0s 20us/step - loss: 14558.5830 - mean_absolute_error: 70.7181 - val_loss: 27289.4253 - val_mean_absolute_error: 128.7050
Epoch 3674/5000
148/148 [==============================] - 0s 27us/step - loss: 14556.4219 - mean_absolute_error: 70.7116 - val_loss: 27283.1311 - val_mean_absolute_error: 128.6880
Epoch 3675/5000
148/148 [==============================] - 0s 27us/step - loss: 14554.2617 - mean_absolute_error: 70.7051 - val_loss: 27276.8370 - val_mean_absolute_error: 128.6709
Epoch 3676/5000
148/148 [==============================] - 0s 20us/step - loss: 14552.1035 - mean_absolute_error: 70.6986 - val_loss: 27270.5447 - val_mean_absolute_error: 128.6538
Epoch 3677/5000
148/148 [==============================] - 0s 27us/step - loss: 14549.9424 - mean_absolute_error: 70.6921 - val_loss: 27264.2559 - val_mean_absolute_error: 128.6368
Epoch 3678/5000
148/148 [==============================] - 0s 27us/step - loss: 14547.7822 - mean_absolute_error: 70.6856 - val_loss: 27257.9693 - val_mean_absolute_error: 128.6197
Epoch 3679/5000
148/148 [==============================] - 0s 34us/step - loss: 14545.6230 - mean_absolute_error: 70.6792 - val_loss: 27251.6822 - val_mean_absolute_error: 128.6027
Epoch 3680/5000
148/148 [==============================] - 0s 27us/step - loss: 14543.4658 - mean_absolute_error: 70.6727 - val_loss: 27245.4011 - val_mean_absolute_error: 128.5856
Epoch 3681/5000
148/148 [==============================] - 0s 34us/step - loss: 14541.3076 - mean_absolute_error: 70.6662 - val_loss: 27239.1236 - val_mean_absolute_error: 128.5686
Epoch 3682/5000
148/148 [==============================] - 0s 27us/step - loss: 14539.1484 - mean_absolute_error: 70.6597 - val_loss: 27232.8402 - val_mean_absolute_error: 128.5516
Epoch 3683/5000
148/148 [==============================] - 0s 27us/step - loss: 14536.9902 - mean_absolute_error: 70.6532 - val_loss: 27226.5570 - val_mean_absolute_error: 128.5345
Epoch 3684/5000
148/148 [==============================] - 0s 34us/step - loss: 14534.8330 - mean_absolute_error: 70.6468 - val_loss: 27220.2714 - val_mean_absolute_error: 128.5175
Epoch 3685/5000
148/148 [==============================] - 0s 34us/step - loss: 14532.6758 - mean_absolute_error: 70.6405 - val_loss: 27213.9858 - val_mean_absolute_error: 128.5004
Epoch 3686/5000
148/148 [==============================] - 0s 27us/step - loss: 14530.5205 - mean_absolute_error: 70.6343 - val_loss: 27207.7020 - val_mean_absolute_error: 128.4833
Epoch 3687/5000
148/148 [==============================] - 0s 27us/step - loss: 14528.3633 - mean_absolute_error: 70.6281 - val_loss: 27201.4224 - val_mean_absolute_error: 128.4663
Epoch 3688/5000
148/148 [==============================] - 0s 27us/step - loss: 14526.2061 - mean_absolute_error: 70.6218 - val_loss: 27195.1420 - val_mean_absolute_error: 128.4493
Epoch 3689/5000
148/148 [==============================] - 0s 20us/step - loss: 14524.0508 - mean_absolute_error: 70.6156 - val_loss: 27188.8658 - val_mean_absolute_error: 128.4322
Epoch 3690/5000
148/148 [==============================] - 0s 27us/step - loss: 14521.8936 - mean_absolute_error: 70.6094 - val_loss: 27182.5873 - val_mean_absolute_error: 128.4152
Epoch 3691/5000
148/148 [==============================] - 0s 27us/step - loss: 14519.7383 - mean_absolute_error: 70.6032 - val_loss: 27176.3146 - val_mean_absolute_error: 128.3982
Epoch 3692/5000
148/148 [==============================] - 0s 27us/step - loss: 14517.5830 - mean_absolute_error: 70.5970 - val_loss: 27170.0439 - val_mean_absolute_error: 128.3811
Epoch 3693/5000
148/148 [==============================] - 0s 20us/step - loss: 14515.4277 - mean_absolute_error: 70.5907 - val_loss: 27163.7750 - val_mean_absolute_error: 128.3641
Epoch 3694/5000
148/148 [==============================] - 0s 27us/step - loss: 14513.2754 - mean_absolute_error: 70.5845 - val_loss: 27157.5057 - val_mean_absolute_error: 128.3471
Epoch 3695/5000
148/148 [==============================] - 0s 34us/step - loss: 14511.1221 - mean_absolute_error: 70.5783 - val_loss: 27151.2403 - val_mean_absolute_error: 128.3300
Epoch 3696/5000
148/148 [==============================] - 0s 34us/step - loss: 14508.9648 - mean_absolute_error: 70.5721 - val_loss: 27144.9749 - val_mean_absolute_error: 128.3130
Epoch 3697/5000
148/148 [==============================] - 0s 34us/step - loss: 14506.8125 - mean_absolute_error: 70.5659 - val_loss: 27138.7133 - val_mean_absolute_error: 128.2960
Epoch 3698/5000
148/148 [==============================] - 0s 27us/step - loss: 14504.6602 - mean_absolute_error: 70.5597 - val_loss: 27132.4537 - val_mean_absolute_error: 128.2790
Epoch 3699/5000
148/148 [==============================] - 0s 27us/step - loss: 14502.5049 - mean_absolute_error: 70.5535 - val_loss: 27126.1936 - val_mean_absolute_error: 128.2620
Epoch 3700/5000
148/148 [==============================] - 0s 27us/step - loss: 14500.3535 - mean_absolute_error: 70.5473 - val_loss: 27119.9413 - val_mean_absolute_error: 128.2450
Epoch 3701/5000
148/148 [==============================] - 0s 27us/step - loss: 14498.2012 - mean_absolute_error: 70.5411 - val_loss: 27113.6851 - val_mean_absolute_error: 128.2280
Epoch 3702/5000
148/148 [==============================] - 0s 27us/step - loss: 14496.0488 - mean_absolute_error: 70.5349 - val_loss: 27107.4323 - val_mean_absolute_error: 128.2110
Epoch 3703/5000
148/148 [==============================] - 0s 34us/step - loss: 14493.8955 - mean_absolute_error: 70.5287 - val_loss: 27101.1798 - val_mean_absolute_error: 128.1940
Epoch 3704/5000
148/148 [==============================] - 0s 34us/step - loss: 14491.7451 - mean_absolute_error: 70.5225 - val_loss: 27094.9311 - val_mean_absolute_error: 128.1770
Epoch 3705/5000
148/148 [==============================] - 0s 20us/step - loss: 14489.5947 - mean_absolute_error: 70.5163 - val_loss: 27088.6839 - val_mean_absolute_error: 128.1600
Epoch 3706/5000
148/148 [==============================] - 0s 27us/step - loss: 14487.4443 - mean_absolute_error: 70.5101 - val_loss: 27082.4386 - val_mean_absolute_error: 128.1430
Epoch 3707/5000
148/148 [==============================] - 0s 27us/step - loss: 14485.2920 - mean_absolute_error: 70.5039 - val_loss: 27076.1994 - val_mean_absolute_error: 128.1260
Epoch 3708/5000
148/148 [==============================] - 0s 20us/step - loss: 14483.1416 - mean_absolute_error: 70.4977 - val_loss: 27069.9539 - val_mean_absolute_error: 128.1090
Epoch 3709/5000
148/148 [==============================] - 0s 41us/step - loss: 14480.9912 - mean_absolute_error: 70.4915 - val_loss: 27063.7123 - val_mean_absolute_error: 128.0920
Epoch 3710/5000
148/148 [==============================] - 0s 34us/step - loss: 14478.8428 - mean_absolute_error: 70.4853 - val_loss: 27057.4743 - val_mean_absolute_error: 128.0751
Epoch 3711/5000
148/148 [==============================] - 0s 20us/step - loss: 14476.6924 - mean_absolute_error: 70.4791 - val_loss: 27051.2423 - val_mean_absolute_error: 128.0581
Epoch 3712/5000
148/148 [==============================] - 0s 27us/step - loss: 14474.5420 - mean_absolute_error: 70.4729 - val_loss: 27045.0061 - val_mean_absolute_error: 128.0411
Epoch 3713/5000
148/148 [==============================] - 0s 20us/step - loss: 14472.3955 - mean_absolute_error: 70.4667 - val_loss: 27038.7754 - val_mean_absolute_error: 128.0242
Epoch 3714/5000
148/148 [==============================] - 0s 27us/step - loss: 14470.2451 - mean_absolute_error: 70.4605 - val_loss: 27032.5430 - val_mean_absolute_error: 128.0072
Epoch 3715/5000
148/148 [==============================] - 0s 20us/step - loss: 14468.0947 - mean_absolute_error: 70.4543 - val_loss: 27026.3183 - val_mean_absolute_error: 127.9903
Epoch 3716/5000
148/148 [==============================] - 0s 27us/step - loss: 14465.9473 - mean_absolute_error: 70.4482 - val_loss: 27020.0894 - val_mean_absolute_error: 127.9738
Epoch 3717/5000
148/148 [==============================] - 0s 27us/step - loss: 14463.7988 - mean_absolute_error: 70.4420 - val_loss: 27013.8662 - val_mean_absolute_error: 127.9572
Epoch 3718/5000
148/148 [==============================] - 0s 27us/step - loss: 14461.6523 - mean_absolute_error: 70.4358 - val_loss: 27007.6411 - val_mean_absolute_error: 127.9407
Epoch 3719/5000
148/148 [==============================] - 0s 27us/step - loss: 14459.5029 - mean_absolute_error: 70.4296 - val_loss: 27001.4198 - val_mean_absolute_error: 127.9242
Epoch 3720/5000
148/148 [==============================] - 0s 27us/step - loss: 14457.3564 - mean_absolute_error: 70.4234 - val_loss: 26995.2003 - val_mean_absolute_error: 127.9076
Epoch 3721/5000
148/148 [==============================] - 0s 27us/step - loss: 14455.2109 - mean_absolute_error: 70.4172 - val_loss: 26988.9786 - val_mean_absolute_error: 127.8911
Epoch 3722/5000
148/148 [==============================] - 0s 27us/step - loss: 14453.0645 - mean_absolute_error: 70.4110 - val_loss: 26982.7608 - val_mean_absolute_error: 127.8746
Epoch 3723/5000
148/148 [==============================] - 0s 41us/step - loss: 14450.9170 - mean_absolute_error: 70.4049 - val_loss: 26976.5486 - val_mean_absolute_error: 127.8581
Epoch 3724/5000
148/148 [==============================] - 0s 27us/step - loss: 14448.7705 - mean_absolute_error: 70.3987 - val_loss: 26970.3385 - val_mean_absolute_error: 127.8416
Epoch 3725/5000
148/148 [==============================] - 0s 27us/step - loss: 14446.6250 - mean_absolute_error: 70.3925 - val_loss: 26964.1241 - val_mean_absolute_error: 127.8250
Epoch 3726/5000
148/148 [==============================] - 0s 27us/step - loss: 14444.4814 - mean_absolute_error: 70.3863 - val_loss: 26957.9157 - val_mean_absolute_error: 127.8085
Epoch 3727/5000
148/148 [==============================] - 0s 27us/step - loss: 14442.3340 - mean_absolute_error: 70.3801 - val_loss: 26951.7089 - val_mean_absolute_error: 127.7920
Epoch 3728/5000
148/148 [==============================] - 0s 34us/step - loss: 14440.1895 - mean_absolute_error: 70.3740 - val_loss: 26945.5060 - val_mean_absolute_error: 127.7755
Epoch 3729/5000
148/148 [==============================] - 0s 34us/step - loss: 14438.0439 - mean_absolute_error: 70.3678 - val_loss: 26939.3028 - val_mean_absolute_error: 127.7590
Epoch 3730/5000
148/148 [==============================] - 0s 27us/step - loss: 14435.9004 - mean_absolute_error: 70.3616 - val_loss: 26933.0996 - val_mean_absolute_error: 127.7425
Epoch 3731/5000
148/148 [==============================] - 0s 27us/step - loss: 14433.7568 - mean_absolute_error: 70.3554 - val_loss: 26926.8983 - val_mean_absolute_error: 127.7260
Epoch 3732/5000
148/148 [==============================] - 0s 20us/step - loss: 14431.6094 - mean_absolute_error: 70.3493 - val_loss: 26920.7026 - val_mean_absolute_error: 127.7095
Epoch 3733/5000
148/148 [==============================] - 0s 20us/step - loss: 14429.4678 - mean_absolute_error: 70.3431 - val_loss: 26914.5030 - val_mean_absolute_error: 127.6930
Epoch 3734/5000
148/148 [==============================] - 0s 27us/step - loss: 14427.3242 - mean_absolute_error: 70.3369 - val_loss: 26908.3094 - val_mean_absolute_error: 127.6765
Epoch 3735/5000
148/148 [==============================] - 0s 34us/step - loss: 14425.1826 - mean_absolute_error: 70.3307 - val_loss: 26902.1152 - val_mean_absolute_error: 127.6600
Epoch 3736/5000
148/148 [==============================] - 0s 27us/step - loss: 14423.0391 - mean_absolute_error: 70.3246 - val_loss: 26895.9192 - val_mean_absolute_error: 127.6435
Epoch 3737/5000
148/148 [==============================] - 0s 20us/step - loss: 14420.8965 - mean_absolute_error: 70.3184 - val_loss: 26889.7289 - val_mean_absolute_error: 127.6271
Epoch 3738/5000
148/148 [==============================] - 0s 20us/step - loss: 14418.7529 - mean_absolute_error: 70.3122 - val_loss: 26883.5423 - val_mean_absolute_error: 127.6106
Epoch 3739/5000
148/148 [==============================] - 0s 27us/step - loss: 14416.6084 - mean_absolute_error: 70.3061 - val_loss: 26877.3558 - val_mean_absolute_error: 127.5941
Epoch 3740/5000
148/148 [==============================] - 0s 27us/step - loss: 14414.4697 - mean_absolute_error: 70.2999 - val_loss: 26871.1747 - val_mean_absolute_error: 127.5776
Epoch 3741/5000
148/148 [==============================] - 0s 27us/step - loss: 14412.3281 - mean_absolute_error: 70.2937 - val_loss: 26864.9897 - val_mean_absolute_error: 127.5611
Epoch 3742/5000
148/148 [==============================] - 0s 34us/step - loss: 14410.1855 - mean_absolute_error: 70.2876 - val_loss: 26858.8085 - val_mean_absolute_error: 127.5447
Epoch 3743/5000
148/148 [==============================] - 0s 27us/step - loss: 14408.0459 - mean_absolute_error: 70.2814 - val_loss: 26852.6253 - val_mean_absolute_error: 127.5282
Epoch 3744/5000
148/148 [==============================] - 0s 27us/step - loss: 14405.9033 - mean_absolute_error: 70.2753 - val_loss: 26846.4478 - val_mean_absolute_error: 127.5117
Epoch 3745/5000
148/148 [==============================] - 0s 20us/step - loss: 14403.7637 - mean_absolute_error: 70.2691 - val_loss: 26840.2743 - val_mean_absolute_error: 127.4953
Epoch 3746/5000
148/148 [==============================] - 0s 34us/step - loss: 14401.6221 - mean_absolute_error: 70.2629 - val_loss: 26834.0983 - val_mean_absolute_error: 127.4788
Epoch 3747/5000
148/148 [==============================] - 0s 34us/step - loss: 14399.4834 - mean_absolute_error: 70.2568 - val_loss: 26827.9226 - val_mean_absolute_error: 127.4623
Epoch 3748/5000
148/148 [==============================] - 0s 27us/step - loss: 14397.3428 - mean_absolute_error: 70.2506 - val_loss: 26821.7506 - val_mean_absolute_error: 127.4459
Epoch 3749/5000
148/148 [==============================] - 0s 27us/step - loss: 14395.2031 - mean_absolute_error: 70.2445 - val_loss: 26815.5821 - val_mean_absolute_error: 127.4294
Epoch 3750/5000
148/148 [==============================] - 0s 20us/step - loss: 14393.0654 - mean_absolute_error: 70.2385 - val_loss: 26809.4117 - val_mean_absolute_error: 127.4130
Epoch 3751/5000
148/148 [==============================] - 0s 20us/step - loss: 14390.9277 - mean_absolute_error: 70.2325 - val_loss: 26803.2488 - val_mean_absolute_error: 127.3965
Epoch 3752/5000
148/148 [==============================] - 0s 27us/step - loss: 14388.7891 - mean_absolute_error: 70.2264 - val_loss: 26797.0844 - val_mean_absolute_error: 127.3801
Epoch 3753/5000
148/148 [==============================] - 0s 27us/step - loss: 14386.6523 - mean_absolute_error: 70.2204 - val_loss: 26790.9215 - val_mean_absolute_error: 127.3639
Epoch 3754/5000
148/148 [==============================] - 0s 20us/step - loss: 14384.5156 - mean_absolute_error: 70.2143 - val_loss: 26784.7603 - val_mean_absolute_error: 127.3476
Epoch 3755/5000
148/148 [==============================] - 0s 27us/step - loss: 14382.3779 - mean_absolute_error: 70.2083 - val_loss: 26778.6029 - val_mean_absolute_error: 127.3314
Epoch 3756/5000
148/148 [==============================] - 0s 34us/step - loss: 14380.2432 - mean_absolute_error: 70.2023 - val_loss: 26772.4454 - val_mean_absolute_error: 127.3151
Epoch 3757/5000
148/148 [==============================] - 0s 27us/step - loss: 14378.1045 - mean_absolute_error: 70.1962 - val_loss: 26766.2902 - val_mean_absolute_error: 127.2989
Epoch 3758/5000
148/148 [==============================] - 0s 27us/step - loss: 14375.9697 - mean_absolute_error: 70.1902 - val_loss: 26760.1341 - val_mean_absolute_error: 127.2827
Epoch 3759/5000
148/148 [==============================] - 0s 27us/step - loss: 14373.8340 - mean_absolute_error: 70.1842 - val_loss: 26753.9843 - val_mean_absolute_error: 127.2664
Epoch 3760/5000
148/148 [==============================] - 0s 27us/step - loss: 14371.6992 - mean_absolute_error: 70.1781 - val_loss: 26747.8359 - val_mean_absolute_error: 127.2502
Epoch 3761/5000
148/148 [==============================] - 0s 27us/step - loss: 14369.5645 - mean_absolute_error: 70.1721 - val_loss: 26741.6876 - val_mean_absolute_error: 127.2340
Epoch 3762/5000
148/148 [==============================] - 0s 27us/step - loss: 14367.4307 - mean_absolute_error: 70.1661 - val_loss: 26735.5395 - val_mean_absolute_error: 127.2177
Epoch 3763/5000
148/148 [==============================] - 0s 27us/step - loss: 14365.2939 - mean_absolute_error: 70.1600 - val_loss: 26729.3950 - val_mean_absolute_error: 127.2015
Epoch 3764/5000
148/148 [==============================] - 0s 20us/step - loss: 14363.1602 - mean_absolute_error: 70.1540 - val_loss: 26723.2501 - val_mean_absolute_error: 127.1853
Epoch 3765/5000
148/148 [==============================] - 0s 34us/step - loss: 14361.0273 - mean_absolute_error: 70.1480 - val_loss: 26717.1054 - val_mean_absolute_error: 127.1690
Epoch 3766/5000
148/148 [==============================] - 0s 27us/step - loss: 14358.8936 - mean_absolute_error: 70.1420 - val_loss: 26710.9682 - val_mean_absolute_error: 127.1528
Epoch 3767/5000
148/148 [==============================] - 0s 20us/step - loss: 14356.7588 - mean_absolute_error: 70.1359 - val_loss: 26704.8272 - val_mean_absolute_error: 127.1368
Epoch 3768/5000
148/148 [==============================] - 0s 34us/step - loss: 14354.6270 - mean_absolute_error: 70.1299 - val_loss: 26698.6896 - val_mean_absolute_error: 127.1208
Epoch 3769/5000
148/148 [==============================] - 0s 20us/step - loss: 14352.4932 - mean_absolute_error: 70.1239 - val_loss: 26692.5312 - val_mean_absolute_error: 127.1046
Epoch 3770/5000
148/148 [==============================] - 0s 27us/step - loss: 14350.3613 - mean_absolute_error: 70.1179 - val_loss: 26686.3763 - val_mean_absolute_error: 127.0885
Epoch 3771/5000
148/148 [==============================] - 0s 20us/step - loss: 14348.2295 - mean_absolute_error: 70.1118 - val_loss: 26680.2211 - val_mean_absolute_error: 127.0723
Epoch 3772/5000
148/148 [==============================] - 0s 27us/step - loss: 14346.0967 - mean_absolute_error: 70.1058 - val_loss: 26674.0659 - val_mean_absolute_error: 127.0562
Epoch 3773/5000
148/148 [==============================] - 0s 27us/step - loss: 14343.9648 - mean_absolute_error: 70.0998 - val_loss: 26667.9168 - val_mean_absolute_error: 127.0400
Epoch 3774/5000
148/148 [==============================] - 0s 27us/step - loss: 14341.8330 - mean_absolute_error: 70.0938 - val_loss: 26661.7635 - val_mean_absolute_error: 127.0239
Epoch 3775/5000
148/148 [==============================] - 0s 27us/step - loss: 14339.7041 - mean_absolute_error: 70.0877 - val_loss: 26655.6176 - val_mean_absolute_error: 127.0078
Epoch 3776/5000
148/148 [==============================] - 0s 34us/step - loss: 14337.5713 - mean_absolute_error: 70.0817 - val_loss: 26649.4719 - val_mean_absolute_error: 126.9916
Epoch 3777/5000
148/148 [==============================] - 0s 27us/step - loss: 14335.4404 - mean_absolute_error: 70.0757 - val_loss: 26643.3279 - val_mean_absolute_error: 126.9755
Epoch 3778/5000
148/148 [==============================] - 0s 34us/step - loss: 14333.3096 - mean_absolute_error: 70.0697 - val_loss: 26637.1839 - val_mean_absolute_error: 126.9593
Epoch 3779/5000
148/148 [==============================] - 0s 27us/step - loss: 14331.1787 - mean_absolute_error: 70.0637 - val_loss: 26631.0416 - val_mean_absolute_error: 126.9432
Epoch 3780/5000
148/148 [==============================] - 0s 27us/step - loss: 14329.0488 - mean_absolute_error: 70.0577 - val_loss: 26624.9031 - val_mean_absolute_error: 126.9271
Epoch 3781/5000
148/148 [==============================] - 0s 34us/step - loss: 14326.9189 - mean_absolute_error: 70.0516 - val_loss: 26618.7623 - val_mean_absolute_error: 126.9109
Epoch 3782/5000
148/148 [==============================] - 0s 34us/step - loss: 14324.7891 - mean_absolute_error: 70.0456 - val_loss: 26612.6239 - val_mean_absolute_error: 126.8948
Epoch 3783/5000
148/148 [==============================] - 0s 20us/step - loss: 14322.6592 - mean_absolute_error: 70.0396 - val_loss: 26606.4870 - val_mean_absolute_error: 126.8787
Epoch 3784/5000
148/148 [==============================] - 0s 34us/step - loss: 14320.5303 - mean_absolute_error: 70.0336 - val_loss: 26600.3481 - val_mean_absolute_error: 126.8625
Epoch 3785/5000
148/148 [==============================] - 0s 34us/step - loss: 14318.4004 - mean_absolute_error: 70.0276 - val_loss: 26594.2112 - val_mean_absolute_error: 126.8464
Epoch 3786/5000
148/148 [==============================] - 0s 27us/step - loss: 14316.2715 - mean_absolute_error: 70.0216 - val_loss: 26588.0739 - val_mean_absolute_error: 126.8302
Epoch 3787/5000
148/148 [==============================] - 0s 34us/step - loss: 14314.1416 - mean_absolute_error: 70.0156 - val_loss: 26581.9389 - val_mean_absolute_error: 126.8140
Epoch 3788/5000
148/148 [==============================] - 0s 20us/step - loss: 14312.0137 - mean_absolute_error: 70.0096 - val_loss: 26575.8032 - val_mean_absolute_error: 126.7979
Epoch 3789/5000
148/148 [==============================] - 0s 27us/step - loss: 14309.8848 - mean_absolute_error: 70.0035 - val_loss: 26569.6676 - val_mean_absolute_error: 126.7818
Epoch 3790/5000
148/148 [==============================] - 0s 34us/step - loss: 14307.7588 - mean_absolute_error: 69.9975 - val_loss: 26563.5378 - val_mean_absolute_error: 126.7656
Epoch 3791/5000
148/148 [==============================] - 0s 34us/step - loss: 14305.6299 - mean_absolute_error: 69.9915 - val_loss: 26557.4079 - val_mean_absolute_error: 126.7495
Epoch 3792/5000
148/148 [==============================] - 0s 34us/step - loss: 14303.5020 - mean_absolute_error: 69.9855 - val_loss: 26551.2779 - val_mean_absolute_error: 126.7333
Epoch 3793/5000
148/148 [==============================] - 0s 34us/step - loss: 14301.3730 - mean_absolute_error: 69.9795 - val_loss: 26545.1521 - val_mean_absolute_error: 126.7172
Epoch 3794/5000
148/148 [==============================] - 0s 27us/step - loss: 14299.2480 - mean_absolute_error: 69.9735 - val_loss: 26539.0276 - val_mean_absolute_error: 126.7010
Epoch 3795/5000
148/148 [==============================] - 0s 27us/step - loss: 14297.1201 - mean_absolute_error: 69.9675 - val_loss: 26532.9012 - val_mean_absolute_error: 126.6849
Epoch 3796/5000
148/148 [==============================] - 0s 34us/step - loss: 14294.9951 - mean_absolute_error: 69.9615 - val_loss: 26526.7784 - val_mean_absolute_error: 126.6688
Epoch 3797/5000
148/148 [==============================] - 0s 27us/step - loss: 14292.8682 - mean_absolute_error: 69.9555 - val_loss: 26520.6576 - val_mean_absolute_error: 126.6526
Epoch 3798/5000
148/148 [==============================] - 0s 34us/step - loss: 14290.7412 - mean_absolute_error: 69.9495 - val_loss: 26514.5368 - val_mean_absolute_error: 126.6364
Epoch 3799/5000
148/148 [==============================] - 0s 34us/step - loss: 14288.6152 - mean_absolute_error: 69.9435 - val_loss: 26508.4177 - val_mean_absolute_error: 126.6203
Epoch 3800/5000
148/148 [==============================] - 0s 27us/step - loss: 14286.4902 - mean_absolute_error: 69.9375 - val_loss: 26502.3024 - val_mean_absolute_error: 126.6042
Epoch 3801/5000
148/148 [==============================] - 0s 27us/step - loss: 14284.3633 - mean_absolute_error: 69.9315 - val_loss: 26496.1869 - val_mean_absolute_error: 126.5880
Epoch 3802/5000
148/148 [==============================] - 0s 27us/step - loss: 14282.2402 - mean_absolute_error: 69.9255 - val_loss: 26490.0811 - val_mean_absolute_error: 126.5720
Epoch 3803/5000
148/148 [==============================] - 0s 27us/step - loss: 14280.1133 - mean_absolute_error: 69.9195 - val_loss: 26483.9753 - val_mean_absolute_error: 126.5560
Epoch 3804/5000
148/148 [==============================] - 0s 20us/step - loss: 14277.9902 - mean_absolute_error: 69.9135 - val_loss: 26477.8729 - val_mean_absolute_error: 126.5400
Epoch 3805/5000
148/148 [==============================] - 0s 27us/step - loss: 14275.8652 - mean_absolute_error: 69.9075 - val_loss: 26471.7497 - val_mean_absolute_error: 126.5240
Epoch 3806/5000
148/148 [==============================] - 0s 27us/step - loss: 14273.7412 - mean_absolute_error: 69.9015 - val_loss: 26465.5739 - val_mean_absolute_error: 126.5079
Epoch 3807/5000
148/148 [==============================] - 0s 27us/step - loss: 14271.6152 - mean_absolute_error: 69.8955 - val_loss: 26459.3982 - val_mean_absolute_error: 126.4918
Epoch 3808/5000
148/148 [==============================] - 0s 27us/step - loss: 14269.4902 - mean_absolute_error: 69.8895 - val_loss: 26453.2224 - val_mean_absolute_error: 126.4757
Epoch 3809/5000
148/148 [==============================] - 0s 34us/step - loss: 14267.3682 - mean_absolute_error: 69.8835 - val_loss: 26447.0485 - val_mean_absolute_error: 126.4595
Epoch 3810/5000
148/148 [==============================] - 0s 27us/step - loss: 14265.2432 - mean_absolute_error: 69.8775 - val_loss: 26440.8765 - val_mean_absolute_error: 126.4435
Epoch 3811/5000
148/148 [==============================] - 0s 41us/step - loss: 14263.1201 - mean_absolute_error: 69.8716 - val_loss: 26434.7041 - val_mean_absolute_error: 126.4274
Epoch 3812/5000
148/148 [==============================] - 0s 27us/step - loss: 14260.9951 - mean_absolute_error: 69.8656 - val_loss: 26428.5319 - val_mean_absolute_error: 126.4112
Epoch 3813/5000
148/148 [==============================] - 0s 27us/step - loss: 14258.8730 - mean_absolute_error: 69.8596 - val_loss: 26422.3595 - val_mean_absolute_error: 126.3950
Epoch 3814/5000
148/148 [==============================] - 0s 27us/step - loss: 14256.7520 - mean_absolute_error: 69.8536 - val_loss: 26416.1908 - val_mean_absolute_error: 126.3788
Epoch 3815/5000
148/148 [==============================] - 0s 27us/step - loss: 14254.6279 - mean_absolute_error: 69.8476 - val_loss: 26410.0182 - val_mean_absolute_error: 126.3626
Epoch 3816/5000
148/148 [==============================] - 0s 27us/step - loss: 14252.5049 - mean_absolute_error: 69.8416 - val_loss: 26403.8511 - val_mean_absolute_error: 126.3464
Epoch 3817/5000
148/148 [==============================] - 0s 34us/step - loss: 14250.3838 - mean_absolute_error: 69.8356 - val_loss: 26397.6862 - val_mean_absolute_error: 126.3303
Epoch 3818/5000
148/148 [==============================] - 0s 27us/step - loss: 14248.2598 - mean_absolute_error: 69.8296 - val_loss: 26391.5173 - val_mean_absolute_error: 126.3141
Epoch 3819/5000
148/148 [==============================] - 0s 34us/step - loss: 14246.1387 - mean_absolute_error: 69.8236 - val_loss: 26385.3558 - val_mean_absolute_error: 126.2979
Epoch 3820/5000
148/148 [==============================] - 0s 27us/step - loss: 14244.0166 - mean_absolute_error: 69.8177 - val_loss: 26379.1944 - val_mean_absolute_error: 126.2817
Epoch 3821/5000
148/148 [==============================] - 0s 20us/step - loss: 14241.8955 - mean_absolute_error: 69.8117 - val_loss: 26373.0329 - val_mean_absolute_error: 126.2655
Epoch 3822/5000
148/148 [==============================] - 0s 27us/step - loss: 14239.7754 - mean_absolute_error: 69.8057 - val_loss: 26366.8715 - val_mean_absolute_error: 126.2494
Epoch 3823/5000
148/148 [==============================] - 0s 34us/step - loss: 14237.6533 - mean_absolute_error: 69.7997 - val_loss: 26360.7115 - val_mean_absolute_error: 126.2332
Epoch 3824/5000
148/148 [==============================] - 0s 20us/step - loss: 14235.5322 - mean_absolute_error: 69.7937 - val_loss: 26354.5556 - val_mean_absolute_error: 126.2170
Epoch 3825/5000
148/148 [==============================] - 0s 20us/step - loss: 14233.4121 - mean_absolute_error: 69.7877 - val_loss: 26348.3974 - val_mean_absolute_error: 126.2008
Epoch 3826/5000
148/148 [==============================] - 0s 27us/step - loss: 14231.2910 - mean_absolute_error: 69.7817 - val_loss: 26342.2432 - val_mean_absolute_error: 126.1847
Epoch 3827/5000
148/148 [==============================] - 0s 27us/step - loss: 14229.1709 - mean_absolute_error: 69.7758 - val_loss: 26336.0906 - val_mean_absolute_error: 126.1685
Epoch 3828/5000
148/148 [==============================] - 0s 20us/step - loss: 14227.0508 - mean_absolute_error: 69.7698 - val_loss: 26329.9398 - val_mean_absolute_error: 126.1523
Epoch 3829/5000
148/148 [==============================] - 0s 34us/step - loss: 14224.9326 - mean_absolute_error: 69.7638 - val_loss: 26323.7853 - val_mean_absolute_error: 126.1361
Epoch 3830/5000
148/148 [==============================] - 0s 27us/step - loss: 14222.8105 - mean_absolute_error: 69.7578 - val_loss: 26317.6384 - val_mean_absolute_error: 126.1199
Epoch 3831/5000
148/148 [==============================] - 0s 27us/step - loss: 14220.6924 - mean_absolute_error: 69.7519 - val_loss: 26311.4877 - val_mean_absolute_error: 126.1038
Epoch 3832/5000
148/148 [==============================] - 0s 27us/step - loss: 14218.5723 - mean_absolute_error: 69.7459 - val_loss: 26305.3423 - val_mean_absolute_error: 126.0876
Epoch 3833/5000
148/148 [==============================] - 0s 20us/step - loss: 14216.4541 - mean_absolute_error: 69.7399 - val_loss: 26299.1950 - val_mean_absolute_error: 126.0714
Epoch 3834/5000
148/148 [==============================] - 0s 27us/step - loss: 14214.3340 - mean_absolute_error: 69.7339 - val_loss: 26293.0535 - val_mean_absolute_error: 126.0552
Epoch 3835/5000
148/148 [==============================] - 0s 27us/step - loss: 14212.2158 - mean_absolute_error: 69.7279 - val_loss: 26286.9043 - val_mean_absolute_error: 126.0390
Epoch 3836/5000
148/148 [==============================] - 0s 27us/step - loss: 14210.0947 - mean_absolute_error: 69.7220 - val_loss: 26280.7643 - val_mean_absolute_error: 126.0229
Epoch 3837/5000
148/148 [==============================] - 0s 27us/step - loss: 14207.9795 - mean_absolute_error: 69.7160 - val_loss: 26274.6245 - val_mean_absolute_error: 126.0067
Epoch 3838/5000
148/148 [==============================] - 0s 27us/step - loss: 14205.8613 - mean_absolute_error: 69.7100 - val_loss: 26268.4847 - val_mean_absolute_error: 125.9905
Epoch 3839/5000
148/148 [==============================] - 0s 27us/step - loss: 14203.7412 - mean_absolute_error: 69.7040 - val_loss: 26262.3485 - val_mean_absolute_error: 125.9744
Epoch 3840/5000
148/148 [==============================] - 0s 20us/step - loss: 14201.6250 - mean_absolute_error: 69.6981 - val_loss: 26256.2120 - val_mean_absolute_error: 125.9582
Epoch 3841/5000
148/148 [==============================] - 0s 41us/step - loss: 14199.5088 - mean_absolute_error: 69.6921 - val_loss: 26250.0758 - val_mean_absolute_error: 125.9420
Epoch 3842/5000
148/148 [==============================] - 0s 34us/step - loss: 14197.3906 - mean_absolute_error: 69.6861 - val_loss: 26243.9391 - val_mean_absolute_error: 125.9258
Epoch 3843/5000
148/148 [==============================] - 0s 27us/step - loss: 14195.2715 - mean_absolute_error: 69.6801 - val_loss: 26237.8066 - val_mean_absolute_error: 125.9096
Epoch 3844/5000
148/148 [==============================] - 0s 27us/step - loss: 14193.1553 - mean_absolute_error: 69.6742 - val_loss: 26231.6777 - val_mean_absolute_error: 125.8935
Epoch 3845/5000
148/148 [==============================] - 0s 34us/step - loss: 14191.0391 - mean_absolute_error: 69.6682 - val_loss: 26225.5467 - val_mean_absolute_error: 125.8773
Epoch 3846/5000
148/148 [==============================] - 0s 27us/step - loss: 14188.9219 - mean_absolute_error: 69.6622 - val_loss: 26219.4155 - val_mean_absolute_error: 125.8611
Epoch 3847/5000
148/148 [==============================] - 0s 34us/step - loss: 14186.8057 - mean_absolute_error: 69.6563 - val_loss: 26213.2884 - val_mean_absolute_error: 125.8449
Epoch 3848/5000
148/148 [==============================] - 0s 27us/step - loss: 14184.6904 - mean_absolute_error: 69.6503 - val_loss: 26207.1608 - val_mean_absolute_error: 125.8288
Epoch 3849/5000
148/148 [==============================] - 0s 20us/step - loss: 14182.5723 - mean_absolute_error: 69.6443 - val_loss: 26201.0371 - val_mean_absolute_error: 125.8126
Epoch 3850/5000
148/148 [==============================] - 0s 20us/step - loss: 14180.4561 - mean_absolute_error: 69.6384 - val_loss: 26194.9096 - val_mean_absolute_error: 125.7964
Epoch 3851/5000
148/148 [==============================] - 0s 27us/step - loss: 14178.3408 - mean_absolute_error: 69.6324 - val_loss: 26188.7897 - val_mean_absolute_error: 125.7802
Epoch 3852/5000
148/148 [==============================] - 0s 27us/step - loss: 14176.2266 - mean_absolute_error: 69.6264 - val_loss: 26182.6678 - val_mean_absolute_error: 125.7640
Epoch 3853/5000
148/148 [==============================] - 0s 27us/step - loss: 14174.1113 - mean_absolute_error: 69.6205 - val_loss: 26176.5458 - val_mean_absolute_error: 125.7479
Epoch 3854/5000
148/148 [==============================] - 0s 27us/step - loss: 14171.9951 - mean_absolute_error: 69.6145 - val_loss: 26170.4277 - val_mean_absolute_error: 125.7317
Epoch 3855/5000
148/148 [==============================] - 0s 34us/step - loss: 14169.8799 - mean_absolute_error: 69.6085 - val_loss: 26164.3110 - val_mean_absolute_error: 125.7155
Epoch 3856/5000
148/148 [==============================] - 0s 20us/step - loss: 14167.7656 - mean_absolute_error: 69.6026 - val_loss: 26158.1925 - val_mean_absolute_error: 125.6993
Epoch 3857/5000
148/148 [==============================] - 0s 27us/step - loss: 14165.6514 - mean_absolute_error: 69.5966 - val_loss: 26152.0778 - val_mean_absolute_error: 125.6831
Epoch 3858/5000
148/148 [==============================] - 0s 20us/step - loss: 14163.5361 - mean_absolute_error: 69.5906 - val_loss: 26145.9612 - val_mean_absolute_error: 125.6670
Epoch 3859/5000
148/148 [==============================] - 0s 27us/step - loss: 14161.4219 - mean_absolute_error: 69.5847 - val_loss: 26139.8463 - val_mean_absolute_error: 125.6508
Epoch 3860/5000
148/148 [==============================] - 0s 20us/step - loss: 14159.3086 - mean_absolute_error: 69.5787 - val_loss: 26133.7353 - val_mean_absolute_error: 125.6346
Epoch 3861/5000
148/148 [==============================] - 0s 27us/step - loss: 14157.1934 - mean_absolute_error: 69.5727 - val_loss: 26127.6240 - val_mean_absolute_error: 125.6184
Epoch 3862/5000
148/148 [==============================] - 0s 34us/step - loss: 14155.0811 - mean_absolute_error: 69.5668 - val_loss: 26121.5168 - val_mean_absolute_error: 125.6023
Epoch 3863/5000
148/148 [==============================] - 0s 27us/step - loss: 14152.9668 - mean_absolute_error: 69.5608 - val_loss: 26115.4073 - val_mean_absolute_error: 125.5861
Epoch 3864/5000
148/148 [==============================] - 0s 27us/step - loss: 14150.8535 - mean_absolute_error: 69.5549 - val_loss: 26109.3016 - val_mean_absolute_error: 125.5699
Epoch 3865/5000
148/148 [==============================] - 0s 27us/step - loss: 14148.7402 - mean_absolute_error: 69.5489 - val_loss: 26103.1994 - val_mean_absolute_error: 125.5537
Epoch 3866/5000
148/148 [==============================] - 0s 27us/step - loss: 14146.6270 - mean_absolute_error: 69.5429 - val_loss: 26097.0920 - val_mean_absolute_error: 125.5376
Epoch 3867/5000
148/148 [==============================] - 0s 27us/step - loss: 14144.5117 - mean_absolute_error: 69.5369 - val_loss: 26090.9897 - val_mean_absolute_error: 125.5214
Epoch 3868/5000
148/148 [==============================] - 0s 41us/step - loss: 14142.3994 - mean_absolute_error: 69.5308 - val_loss: 26084.8856 - val_mean_absolute_error: 125.5052
Epoch 3869/5000
148/148 [==============================] - 0s 27us/step - loss: 14140.2852 - mean_absolute_error: 69.5248 - val_loss: 26078.7853 - val_mean_absolute_error: 125.4890
Epoch 3870/5000
148/148 [==============================] - 0s 34us/step - loss: 14138.1719 - mean_absolute_error: 69.5188 - val_loss: 26072.7312 - val_mean_absolute_error: 125.4730
Epoch 3871/5000
148/148 [==============================] - 0s 20us/step - loss: 14136.0586 - mean_absolute_error: 69.5128 - val_loss: 26066.6904 - val_mean_absolute_error: 125.4569
Epoch 3872/5000
148/148 [==============================] - 0s 20us/step - loss: 14133.9453 - mean_absolute_error: 69.5068 - val_loss: 26060.6516 - val_mean_absolute_error: 125.4409
Epoch 3873/5000
148/148 [==============================] - 0s 27us/step - loss: 14131.8320 - mean_absolute_error: 69.5008 - val_loss: 26054.6161 - val_mean_absolute_error: 125.4248
Epoch 3874/5000
148/148 [==============================] - 0s 27us/step - loss: 14129.7188 - mean_absolute_error: 69.4947 - val_loss: 26048.5811 - val_mean_absolute_error: 125.4088
Epoch 3875/5000
148/148 [==============================] - 0s 27us/step - loss: 14127.6074 - mean_absolute_error: 69.4887 - val_loss: 26042.5457 - val_mean_absolute_error: 125.3927
Epoch 3876/5000
148/148 [==============================] - 0s 41us/step - loss: 14125.4951 - mean_absolute_error: 69.4827 - val_loss: 26036.5140 - val_mean_absolute_error: 125.3767
Epoch 3877/5000
148/148 [==============================] - 0s 34us/step - loss: 14123.3809 - mean_absolute_error: 69.4767 - val_loss: 26030.4845 - val_mean_absolute_error: 125.3607
Epoch 3878/5000
148/148 [==============================] - 0s 27us/step - loss: 14121.2695 - mean_absolute_error: 69.4707 - val_loss: 26024.4530 - val_mean_absolute_error: 125.3446
Epoch 3879/5000
148/148 [==============================] - 0s 27us/step - loss: 14119.1582 - mean_absolute_error: 69.4647 - val_loss: 26018.4225 - val_mean_absolute_error: 125.3285
Epoch 3880/5000
148/148 [==============================] - 0s 34us/step - loss: 14117.0459 - mean_absolute_error: 69.4586 - val_loss: 26012.3948 - val_mean_absolute_error: 125.3125
Epoch 3881/5000
148/148 [==============================] - 0s 34us/step - loss: 14114.9346 - mean_absolute_error: 69.4526 - val_loss: 26006.3703 - val_mean_absolute_error: 125.2965
Epoch 3882/5000
148/148 [==============================] - 0s 27us/step - loss: 14112.8223 - mean_absolute_error: 69.4466 - val_loss: 26000.3401 - val_mean_absolute_error: 125.2804
Epoch 3883/5000
148/148 [==============================] - 0s 34us/step - loss: 14110.7100 - mean_absolute_error: 69.4406 - val_loss: 25994.3158 - val_mean_absolute_error: 125.2644
Epoch 3884/5000
148/148 [==============================] - 0s 27us/step - loss: 14108.5977 - mean_absolute_error: 69.4346 - val_loss: 25988.2949 - val_mean_absolute_error: 125.2483
Epoch 3885/5000
148/148 [==============================] - 0s 27us/step - loss: 14106.4883 - mean_absolute_error: 69.4286 - val_loss: 25982.2743 - val_mean_absolute_error: 125.2323
Epoch 3886/5000
148/148 [==============================] - 0s 34us/step - loss: 14104.3770 - mean_absolute_error: 69.4226 - val_loss: 25976.2514 - val_mean_absolute_error: 125.2163
Epoch 3887/5000
148/148 [==============================] - 0s 20us/step - loss: 14102.2656 - mean_absolute_error: 69.4166 - val_loss: 25970.2322 - val_mean_absolute_error: 125.2002
Epoch 3888/5000
148/148 [==============================] - 0s 27us/step - loss: 14100.1553 - mean_absolute_error: 69.4106 - val_loss: 25964.2016 - val_mean_absolute_error: 125.1841
Epoch 3889/5000
148/148 [==============================] - 0s 27us/step - loss: 14098.0439 - mean_absolute_error: 69.4045 - val_loss: 25958.1670 - val_mean_absolute_error: 125.1681
Epoch 3890/5000
148/148 [==============================] - 0s 34us/step - loss: 14095.9336 - mean_absolute_error: 69.3986 - val_loss: 25952.1381 - val_mean_absolute_error: 125.1521
Epoch 3891/5000
148/148 [==============================] - 0s 27us/step - loss: 14093.8223 - mean_absolute_error: 69.3925 - val_loss: 25946.1055 - val_mean_absolute_error: 125.1361
Epoch 3892/5000
148/148 [==============================] - 0s 27us/step - loss: 14091.7139 - mean_absolute_error: 69.3865 - val_loss: 25940.0742 - val_mean_absolute_error: 125.1201
Epoch 3893/5000
148/148 [==============================] - 0s 27us/step - loss: 14089.6035 - mean_absolute_error: 69.3805 - val_loss: 25934.0467 - val_mean_absolute_error: 125.1041
Epoch 3894/5000
148/148 [==============================] - 0s 27us/step - loss: 14087.4932 - mean_absolute_error: 69.3745 - val_loss: 25928.0216 - val_mean_absolute_error: 125.0881
Epoch 3895/5000
148/148 [==============================] - 0s 27us/step - loss: 14085.3838 - mean_absolute_error: 69.3685 - val_loss: 25921.9920 - val_mean_absolute_error: 125.0721
Epoch 3896/5000
148/148 [==============================] - 0s 20us/step - loss: 14083.2744 - mean_absolute_error: 69.3625 - val_loss: 25915.9663 - val_mean_absolute_error: 125.0561
Epoch 3897/5000
148/148 [==============================] - 0s 20us/step - loss: 14081.1650 - mean_absolute_error: 69.3565 - val_loss: 25909.9446 - val_mean_absolute_error: 125.0401
Epoch 3898/5000
148/148 [==============================] - 0s 27us/step - loss: 14079.0557 - mean_absolute_error: 69.3505 - val_loss: 25903.9208 - val_mean_absolute_error: 125.0241
Epoch 3899/5000
148/148 [==============================] - 0s 81us/step - loss: 14076.9473 - mean_absolute_error: 69.3445 - val_loss: 25897.8988 - val_mean_absolute_error: 125.0081
Epoch 3900/5000
148/148 [==============================] - 0s 27us/step - loss: 14074.8379 - mean_absolute_error: 69.3385 - val_loss: 25891.8788 - val_mean_absolute_error: 124.9921
Epoch 3901/5000
148/148 [==============================] - 0s 27us/step - loss: 14072.7285 - mean_absolute_error: 69.3325 - val_loss: 25885.8602 - val_mean_absolute_error: 124.9761
Epoch 3902/5000
148/148 [==============================] - 0s 20us/step - loss: 14070.6201 - mean_absolute_error: 69.3265 - val_loss: 25879.8439 - val_mean_absolute_error: 124.9602
Epoch 3903/5000
148/148 [==============================] - 0s 27us/step - loss: 14068.5117 - mean_absolute_error: 69.3205 - val_loss: 25873.8235 - val_mean_absolute_error: 124.9441
Epoch 3904/5000
148/148 [==============================] - 0s 27us/step - loss: 14066.4033 - mean_absolute_error: 69.3145 - val_loss: 25867.8068 - val_mean_absolute_error: 124.9281
Epoch 3905/5000
148/148 [==============================] - 0s 27us/step - loss: 14064.2959 - mean_absolute_error: 69.3085 - val_loss: 25861.7922 - val_mean_absolute_error: 124.9121
Epoch 3906/5000
148/148 [==============================] - 0s 27us/step - loss: 14062.1885 - mean_absolute_error: 69.3025 - val_loss: 25855.7770 - val_mean_absolute_error: 124.8961
Epoch 3907/5000
148/148 [==============================] - 0s 27us/step - loss: 14060.0811 - mean_absolute_error: 69.2964 - val_loss: 25849.7658 - val_mean_absolute_error: 124.8802
Epoch 3908/5000
148/148 [==============================] - 0s 27us/step - loss: 14057.9717 - mean_absolute_error: 69.2905 - val_loss: 25843.7566 - val_mean_absolute_error: 124.8642
Epoch 3909/5000
148/148 [==============================] - 0s 34us/step - loss: 14055.8662 - mean_absolute_error: 69.2844 - val_loss: 25837.7433 - val_mean_absolute_error: 124.8481
Epoch 3910/5000
148/148 [==============================] - 0s 47us/step - loss: 14053.7578 - mean_absolute_error: 69.2784 - val_loss: 25831.7339 - val_mean_absolute_error: 124.8321
Epoch 3911/5000
148/148 [==============================] - 0s 27us/step - loss: 14051.6504 - mean_absolute_error: 69.2724 - val_loss: 25825.7245 - val_mean_absolute_error: 124.8162
Epoch 3912/5000
148/148 [==============================] - 0s 27us/step - loss: 14049.5449 - mean_absolute_error: 69.2664 - val_loss: 25819.7146 - val_mean_absolute_error: 124.8001
Epoch 3913/5000
148/148 [==============================] - 0s 27us/step - loss: 14047.4365 - mean_absolute_error: 69.2604 - val_loss: 25813.7089 - val_mean_absolute_error: 124.7841
Epoch 3914/5000
148/148 [==============================] - 0s 27us/step - loss: 14045.3301 - mean_absolute_error: 69.2544 - val_loss: 25807.7029 - val_mean_absolute_error: 124.7681
Epoch 3915/5000
148/148 [==============================] - 0s 27us/step - loss: 14043.2236 - mean_absolute_error: 69.2484 - val_loss: 25801.6988 - val_mean_absolute_error: 124.7521
Epoch 3916/5000
148/148 [==============================] - 0s 34us/step - loss: 14041.1172 - mean_absolute_error: 69.2424 - val_loss: 25795.6967 - val_mean_absolute_error: 124.7361
Epoch 3917/5000
148/148 [==============================] - 0s 34us/step - loss: 14039.0117 - mean_absolute_error: 69.2364 - val_loss: 25789.6941 - val_mean_absolute_error: 124.7201
Epoch 3918/5000
148/148 [==============================] - 0s 27us/step - loss: 14036.9053 - mean_absolute_error: 69.2304 - val_loss: 25783.6937 - val_mean_absolute_error: 124.7041
Epoch 3919/5000
148/148 [==============================] - 0s 27us/step - loss: 14034.8008 - mean_absolute_error: 69.2244 - val_loss: 25777.6931 - val_mean_absolute_error: 124.6881
Epoch 3920/5000
148/148 [==============================] - 0s 34us/step - loss: 14032.6934 - mean_absolute_error: 69.2184 - val_loss: 25771.6924 - val_mean_absolute_error: 124.6721
Epoch 3921/5000
148/148 [==============================] - 0s 27us/step - loss: 14030.5898 - mean_absolute_error: 69.2124 - val_loss: 25765.6957 - val_mean_absolute_error: 124.6561
Epoch 3922/5000
148/148 [==============================] - 0s 27us/step - loss: 14028.4844 - mean_absolute_error: 69.2065 - val_loss: 25759.6985 - val_mean_absolute_error: 124.6401
Epoch 3923/5000
148/148 [==============================] - 0s 34us/step - loss: 14026.3789 - mean_absolute_error: 69.2005 - val_loss: 25753.7034 - val_mean_absolute_error: 124.6241
Epoch 3924/5000
148/148 [==============================] - 0s 27us/step - loss: 14024.2754 - mean_absolute_error: 69.1945 - val_loss: 25747.7101 - val_mean_absolute_error: 124.6081
Epoch 3925/5000
148/148 [==============================] - 0s 20us/step - loss: 14022.1689 - mean_absolute_error: 69.1885 - val_loss: 25741.7148 - val_mean_absolute_error: 124.5921
Epoch 3926/5000
148/148 [==============================] - 0s 27us/step - loss: 14020.0654 - mean_absolute_error: 69.1824 - val_loss: 25735.7172 - val_mean_absolute_error: 124.5761
Epoch 3927/5000
148/148 [==============================] - 0s 27us/step - loss: 14017.9600 - mean_absolute_error: 69.1765 - val_loss: 25729.7276 - val_mean_absolute_error: 124.5601
Epoch 3928/5000
148/148 [==============================] - 0s 27us/step - loss: 14015.8555 - mean_absolute_error: 69.1705 - val_loss: 25723.7361 - val_mean_absolute_error: 124.5441
Epoch 3929/5000
148/148 [==============================] - 0s 20us/step - loss: 14013.7529 - mean_absolute_error: 69.1645 - val_loss: 25717.7463 - val_mean_absolute_error: 124.5280
Epoch 3930/5000
148/148 [==============================] - 0s 41us/step - loss: 14011.6465 - mean_absolute_error: 69.1585 - val_loss: 25711.7564 - val_mean_absolute_error: 124.5120
Epoch 3931/5000
148/148 [==============================] - 0s 20us/step - loss: 14009.5439 - mean_absolute_error: 69.1525 - val_loss: 25705.7663 - val_mean_absolute_error: 124.4960
Epoch 3932/5000
148/148 [==============================] - 0s 20us/step - loss: 14007.4404 - mean_absolute_error: 69.1465 - val_loss: 25699.7839 - val_mean_absolute_error: 124.4800
Epoch 3933/5000
148/148 [==============================] - 0s 27us/step - loss: 14005.3359 - mean_absolute_error: 69.1405 - val_loss: 25693.7916 - val_mean_absolute_error: 124.4640
Epoch 3934/5000
148/148 [==============================] - 0s 20us/step - loss: 14003.2334 - mean_absolute_error: 69.1345 - val_loss: 25687.8109 - val_mean_absolute_error: 124.4480
Epoch 3935/5000
148/148 [==============================] - 0s 27us/step - loss: 14001.1299 - mean_absolute_error: 69.1285 - val_loss: 25681.8245 - val_mean_absolute_error: 124.4320
Epoch 3936/5000
148/148 [==============================] - 0s 20us/step - loss: 13999.0254 - mean_absolute_error: 69.1225 - val_loss: 25675.8417 - val_mean_absolute_error: 124.4160
Epoch 3937/5000
148/148 [==============================] - 0s 34us/step - loss: 13996.9238 - mean_absolute_error: 69.1165 - val_loss: 25669.8608 - val_mean_absolute_error: 124.3999
Epoch 3938/5000
148/148 [==============================] - 0s 27us/step - loss: 13994.8213 - mean_absolute_error: 69.1105 - val_loss: 25663.8778 - val_mean_absolute_error: 124.3839
Epoch 3939/5000
148/148 [==============================] - 0s 34us/step - loss: 13992.7197 - mean_absolute_error: 69.1045 - val_loss: 25657.8986 - val_mean_absolute_error: 124.3679
Epoch 3940/5000
148/148 [==============================] - 0s 27us/step - loss: 13990.6152 - mean_absolute_error: 69.0985 - val_loss: 25651.9214 - val_mean_absolute_error: 124.3519
Epoch 3941/5000
148/148 [==============================] - 0s 27us/step - loss: 13988.5156 - mean_absolute_error: 69.0925 - val_loss: 25645.9420 - val_mean_absolute_error: 124.3359
Epoch 3942/5000
148/148 [==============================] - 0s 27us/step - loss: 13986.4102 - mean_absolute_error: 69.0865 - val_loss: 25639.9665 - val_mean_absolute_error: 124.3199
Epoch 3943/5000
148/148 [==============================] - 0s 27us/step - loss: 13984.3096 - mean_absolute_error: 69.0805 - val_loss: 25633.9871 - val_mean_absolute_error: 124.3038
Epoch 3944/5000
148/148 [==============================] - 0s 20us/step - loss: 13982.2051 - mean_absolute_error: 69.0745 - val_loss: 25628.0075 - val_mean_absolute_error: 124.2877
Epoch 3945/5000
148/148 [==============================] - 0s 27us/step - loss: 13980.0996 - mean_absolute_error: 69.0684 - val_loss: 25622.0279 - val_mean_absolute_error: 124.2717
Epoch 3946/5000
148/148 [==============================] - 0s 27us/step - loss: 13977.9971 - mean_absolute_error: 69.0623 - val_loss: 25616.0505 - val_mean_absolute_error: 124.2556
Epoch 3947/5000
148/148 [==============================] - 0s 34us/step - loss: 13975.8926 - mean_absolute_error: 69.0563 - val_loss: 25610.0726 - val_mean_absolute_error: 124.2396
Epoch 3948/5000
148/148 [==============================] - 0s 27us/step - loss: 13973.7861 - mean_absolute_error: 69.0502 - val_loss: 25604.0988 - val_mean_absolute_error: 124.2235
Epoch 3949/5000
148/148 [==============================] - 0s 20us/step - loss: 13971.6826 - mean_absolute_error: 69.0441 - val_loss: 25598.1209 - val_mean_absolute_error: 124.2075
Epoch 3950/5000
148/148 [==============================] - 0s 27us/step - loss: 13969.5781 - mean_absolute_error: 69.0380 - val_loss: 25592.1452 - val_mean_absolute_error: 124.1914
Epoch 3951/5000
148/148 [==============================] - 0s 27us/step - loss: 13967.4736 - mean_absolute_error: 69.0320 - val_loss: 25586.1708 - val_mean_absolute_error: 124.1754
Epoch 3952/5000
148/148 [==============================] - 0s 20us/step - loss: 13965.3672 - mean_absolute_error: 69.0259 - val_loss: 25580.1987 - val_mean_absolute_error: 124.1593
Epoch 3953/5000
148/148 [==============================] - 0s 41us/step - loss: 13963.2656 - mean_absolute_error: 69.0198 - val_loss: 25574.2226 - val_mean_absolute_error: 124.1433
Epoch 3954/5000
148/148 [==============================] - 0s 27us/step - loss: 13961.1592 - mean_absolute_error: 69.0137 - val_loss: 25568.2522 - val_mean_absolute_error: 124.1272
Epoch 3955/5000
148/148 [==============================] - 0s 27us/step - loss: 13959.0557 - mean_absolute_error: 69.0077 - val_loss: 25562.2795 - val_mean_absolute_error: 124.1112
Epoch 3956/5000
148/148 [==============================] - 0s 34us/step - loss: 13956.9502 - mean_absolute_error: 69.0016 - val_loss: 25556.3093 - val_mean_absolute_error: 124.0951
Epoch 3957/5000
148/148 [==============================] - 0s 27us/step - loss: 13954.8477 - mean_absolute_error: 68.9955 - val_loss: 25550.3405 - val_mean_absolute_error: 124.0791
Epoch 3958/5000
148/148 [==============================] - 0s 27us/step - loss: 13952.7412 - mean_absolute_error: 68.9894 - val_loss: 25544.3699 - val_mean_absolute_error: 124.0630
Epoch 3959/5000
148/148 [==============================] - 0s 34us/step - loss: 13950.6396 - mean_absolute_error: 68.9834 - val_loss: 25538.4010 - val_mean_absolute_error: 124.0470
Epoch 3960/5000
148/148 [==============================] - 0s 27us/step - loss: 13948.5361 - mean_absolute_error: 68.9773 - val_loss: 25532.4318 - val_mean_absolute_error: 124.0309
Epoch 3961/5000
148/148 [==============================] - 0s 20us/step - loss: 13946.4316 - mean_absolute_error: 68.9712 - val_loss: 25526.4687 - val_mean_absolute_error: 124.0149
Epoch 3962/5000
148/148 [==============================] - 0s 34us/step - loss: 13944.3281 - mean_absolute_error: 68.9651 - val_loss: 25520.5016 - val_mean_absolute_error: 123.9988
Epoch 3963/5000
148/148 [==============================] - 0s 27us/step - loss: 13942.2217 - mean_absolute_error: 68.9591 - val_loss: 25514.5383 - val_mean_absolute_error: 123.9828
Epoch 3964/5000
148/148 [==============================] - 0s 27us/step - loss: 13940.1201 - mean_absolute_error: 68.9530 - val_loss: 25508.5729 - val_mean_absolute_error: 123.9667
Epoch 3965/5000
148/148 [==============================] - 0s 34us/step - loss: 13938.0176 - mean_absolute_error: 68.9469 - val_loss: 25502.6115 - val_mean_absolute_error: 123.9507
Epoch 3966/5000
148/148 [==============================] - 0s 34us/step - loss: 13935.9141 - mean_absolute_error: 68.9408 - val_loss: 25496.6497 - val_mean_absolute_error: 123.9346
Epoch 3967/5000
148/148 [==============================] - 0s 27us/step - loss: 13933.8115 - mean_absolute_error: 68.9348 - val_loss: 25490.6878 - val_mean_absolute_error: 123.9186
Epoch 3968/5000
148/148 [==============================] - 0s 27us/step - loss: 13931.7061 - mean_absolute_error: 68.9287 - val_loss: 25484.7301 - val_mean_absolute_error: 123.9025
Epoch 3969/5000
148/148 [==============================] - 0s 27us/step - loss: 13929.6064 - mean_absolute_error: 68.9226 - val_loss: 25478.7700 - val_mean_absolute_error: 123.8864
Epoch 3970/5000
148/148 [==============================] - 0s 20us/step - loss: 13927.4980 - mean_absolute_error: 68.9165 - val_loss: 25472.8140 - val_mean_absolute_error: 123.8704
Epoch 3971/5000
148/148 [==============================] - 0s 27us/step - loss: 13925.3926 - mean_absolute_error: 68.9104 - val_loss: 25466.8653 - val_mean_absolute_error: 123.8543
Epoch 3972/5000
148/148 [==============================] - 0s 41us/step - loss: 13923.2842 - mean_absolute_error: 68.9042 - val_loss: 25460.9224 - val_mean_absolute_error: 123.8382
Epoch 3973/5000
148/148 [==============================] - 0s 34us/step - loss: 13921.1758 - mean_absolute_error: 68.8981 - val_loss: 25454.9795 - val_mean_absolute_error: 123.8221
Epoch 3974/5000
148/148 [==============================] - 0s 27us/step - loss: 13919.0703 - mean_absolute_error: 68.8919 - val_loss: 25449.0404 - val_mean_absolute_error: 123.8060
Epoch 3975/5000
148/148 [==============================] - 0s 34us/step - loss: 13916.9619 - mean_absolute_error: 68.8858 - val_loss: 25443.1050 - val_mean_absolute_error: 123.7899
Epoch 3976/5000
148/148 [==============================] - 0s 20us/step - loss: 13914.8545 - mean_absolute_error: 68.8796 - val_loss: 25437.1674 - val_mean_absolute_error: 123.7738
Epoch 3977/5000
148/148 [==============================] - 0s 27us/step - loss: 13912.7471 - mean_absolute_error: 68.8735 - val_loss: 25431.2340 - val_mean_absolute_error: 123.7577
Epoch 3978/5000
148/148 [==============================] - 0s 27us/step - loss: 13910.6387 - mean_absolute_error: 68.8674 - val_loss: 25425.3099 - val_mean_absolute_error: 123.7417
Epoch 3979/5000
148/148 [==============================] - 0s 34us/step - loss: 13908.5312 - mean_absolute_error: 68.8612 - val_loss: 25419.3798 - val_mean_absolute_error: 123.7256
Epoch 3980/5000
148/148 [==============================] - 0s 27us/step - loss: 13906.4219 - mean_absolute_error: 68.8551 - val_loss: 25413.4577 - val_mean_absolute_error: 123.7096
Epoch 3981/5000
148/148 [==============================] - 0s 27us/step - loss: 13904.3154 - mean_absolute_error: 68.8489 - val_loss: 25407.5334 - val_mean_absolute_error: 123.6935
Epoch 3982/5000
148/148 [==============================] - 0s 27us/step - loss: 13902.2090 - mean_absolute_error: 68.8427 - val_loss: 25401.6126 - val_mean_absolute_error: 123.6774
Epoch 3983/5000
148/148 [==============================] - 0s 27us/step - loss: 13900.1084 - mean_absolute_error: 68.8366 - val_loss: 25395.6922 - val_mean_absolute_error: 123.6614
Epoch 3984/5000
148/148 [==============================] - 0s 27us/step - loss: 13898.0068 - mean_absolute_error: 68.8306 - val_loss: 25389.7733 - val_mean_absolute_error: 123.6453
Epoch 3985/5000
148/148 [==============================] - 0s 20us/step - loss: 13895.9092 - mean_absolute_error: 68.8245 - val_loss: 25383.8544 - val_mean_absolute_error: 123.6292
Epoch 3986/5000
148/148 [==============================] - 0s 27us/step - loss: 13893.8076 - mean_absolute_error: 68.8184 - val_loss: 25377.9395 - val_mean_absolute_error: 123.6131
Epoch 3987/5000
148/148 [==============================] - 0s 27us/step - loss: 13891.7100 - mean_absolute_error: 68.8123 - val_loss: 25372.0185 - val_mean_absolute_error: 123.5971
Epoch 3988/5000
148/148 [==============================] - 0s 41us/step - loss: 13889.6094 - mean_absolute_error: 68.8063 - val_loss: 25366.1049 - val_mean_absolute_error: 123.5810
Epoch 3989/5000
148/148 [==============================] - 0s 27us/step - loss: 13887.5127 - mean_absolute_error: 68.8002 - val_loss: 25360.1918 - val_mean_absolute_error: 123.5649
Epoch 3990/5000
148/148 [==============================] - 0s 27us/step - loss: 13885.4160 - mean_absolute_error: 68.7941 - val_loss: 25354.2783 - val_mean_absolute_error: 123.5488
Epoch 3991/5000
148/148 [==============================] - 0s 27us/step - loss: 13883.3174 - mean_absolute_error: 68.7881 - val_loss: 25348.3645 - val_mean_absolute_error: 123.5327
Epoch 3992/5000
148/148 [==============================] - 0s 27us/step - loss: 13881.2217 - mean_absolute_error: 68.7820 - val_loss: 25342.4546 - val_mean_absolute_error: 123.5166
Epoch 3993/5000
148/148 [==============================] - 0s 27us/step - loss: 13879.1250 - mean_absolute_error: 68.7759 - val_loss: 25336.5428 - val_mean_absolute_error: 123.5005
Epoch 3994/5000
148/148 [==============================] - 0s 41us/step - loss: 13877.0283 - mean_absolute_error: 68.7699 - val_loss: 25330.6310 - val_mean_absolute_error: 123.4844
Epoch 3995/5000
148/148 [==============================] - 0s 27us/step - loss: 13874.9316 - mean_absolute_error: 68.7638 - val_loss: 25324.7228 - val_mean_absolute_error: 123.4683
Epoch 3996/5000
148/148 [==============================] - 0s 27us/step - loss: 13872.8379 - mean_absolute_error: 68.7577 - val_loss: 25318.8144 - val_mean_absolute_error: 123.4522
Epoch 3997/5000
148/148 [==============================] - 0s 27us/step - loss: 13870.7412 - mean_absolute_error: 68.7517 - val_loss: 25312.9060 - val_mean_absolute_error: 123.4361
Epoch 3998/5000
148/148 [==============================] - 0s 20us/step - loss: 13868.6465 - mean_absolute_error: 68.7456 - val_loss: 25307.0017 - val_mean_absolute_error: 123.4200
Epoch 3999/5000
148/148 [==============================] - 0s 41us/step - loss: 13866.5527 - mean_absolute_error: 68.7395 - val_loss: 25301.0970 - val_mean_absolute_error: 123.4039
Epoch 4000/5000
148/148 [==============================] - 0s 27us/step - loss: 13864.4541 - mean_absolute_error: 68.7334 - val_loss: 25295.1937 - val_mean_absolute_error: 123.3878
Epoch 4001/5000
148/148 [==============================] - 0s 27us/step - loss: 13862.3535 - mean_absolute_error: 68.7272 - val_loss: 25289.2911 - val_mean_absolute_error: 123.3717
Epoch 4002/5000
148/148 [==============================] - 0s 20us/step - loss: 13860.2549 - mean_absolute_error: 68.7210 - val_loss: 25283.3939 - val_mean_absolute_error: 123.3556
Epoch 4003/5000
148/148 [==============================] - 0s 27us/step - loss: 13858.1533 - mean_absolute_error: 68.7148 - val_loss: 25277.4926 - val_mean_absolute_error: 123.3395
Epoch 4004/5000
148/148 [==============================] - 0s 34us/step - loss: 13856.0527 - mean_absolute_error: 68.7086 - val_loss: 25271.5956 - val_mean_absolute_error: 123.3234
Epoch 4005/5000
148/148 [==============================] - 0s 27us/step - loss: 13853.9541 - mean_absolute_error: 68.7024 - val_loss: 25265.7016 - val_mean_absolute_error: 123.3073
Epoch 4006/5000
148/148 [==============================] - 0s 27us/step - loss: 13851.8535 - mean_absolute_error: 68.6962 - val_loss: 25259.8080 - val_mean_absolute_error: 123.2913
Epoch 4007/5000
148/148 [==============================] - 0s 27us/step - loss: 13849.7529 - mean_absolute_error: 68.6900 - val_loss: 25253.9140 - val_mean_absolute_error: 123.2752
Epoch 4008/5000
148/148 [==============================] - 0s 34us/step - loss: 13847.6523 - mean_absolute_error: 68.6838 - val_loss: 25248.0240 - val_mean_absolute_error: 123.2591
Epoch 4009/5000
148/148 [==============================] - 0s 27us/step - loss: 13845.5527 - mean_absolute_error: 68.6776 - val_loss: 25242.1339 - val_mean_absolute_error: 123.2430
Epoch 4010/5000
148/148 [==============================] - 0s 27us/step - loss: 13843.4512 - mean_absolute_error: 68.6713 - val_loss: 25236.2416 - val_mean_absolute_error: 123.2269
Epoch 4011/5000
148/148 [==============================] - 0s 27us/step - loss: 13841.3486 - mean_absolute_error: 68.6651 - val_loss: 25230.3572 - val_mean_absolute_error: 123.2109
Epoch 4012/5000
148/148 [==============================] - 0s 27us/step - loss: 13839.2480 - mean_absolute_error: 68.6589 - val_loss: 25224.4724 - val_mean_absolute_error: 123.1948
Epoch 4013/5000
148/148 [==============================] - 0s 27us/step - loss: 13837.1494 - mean_absolute_error: 68.6527 - val_loss: 25218.5857 - val_mean_absolute_error: 123.1787
Epoch 4014/5000
148/148 [==============================] - 0s 34us/step - loss: 13835.0479 - mean_absolute_error: 68.6465 - val_loss: 25212.7028 - val_mean_absolute_error: 123.1627
Epoch 4015/5000
148/148 [==============================] - 0s 27us/step - loss: 13832.9473 - mean_absolute_error: 68.6402 - val_loss: 25206.8197 - val_mean_absolute_error: 123.1466
Epoch 4016/5000
148/148 [==============================] - 0s 20us/step - loss: 13830.8477 - mean_absolute_error: 68.6339 - val_loss: 25200.9424 - val_mean_absolute_error: 123.1305
Epoch 4017/5000
148/148 [==============================] - 0s 27us/step - loss: 13828.7471 - mean_absolute_error: 68.6275 - val_loss: 25195.0630 - val_mean_absolute_error: 123.1145
Epoch 4018/5000
148/148 [==============================] - 0s 27us/step - loss: 13826.6475 - mean_absolute_error: 68.6212 - val_loss: 25189.1797 - val_mean_absolute_error: 123.0984
Epoch 4019/5000
148/148 [==============================] - 0s 27us/step - loss: 13824.5469 - mean_absolute_error: 68.6149 - val_loss: 25183.3022 - val_mean_absolute_error: 123.0823
Epoch 4020/5000
148/148 [==============================] - 0s 34us/step - loss: 13822.4473 - mean_absolute_error: 68.6085 - val_loss: 25177.4267 - val_mean_absolute_error: 123.0663
Epoch 4021/5000
148/148 [==============================] - 0s 34us/step - loss: 13820.3477 - mean_absolute_error: 68.6023 - val_loss: 25171.5526 - val_mean_absolute_error: 123.0502
Epoch 4022/5000
148/148 [==============================] - 0s 27us/step - loss: 13818.2480 - mean_absolute_error: 68.5963 - val_loss: 25165.6766 - val_mean_absolute_error: 123.0341
Epoch 4023/5000
148/148 [==============================] - 0s 27us/step - loss: 13816.1484 - mean_absolute_error: 68.5904 - val_loss: 25159.8006 - val_mean_absolute_error: 123.0180
Epoch 4024/5000
148/148 [==============================] - 0s 27us/step - loss: 13814.0498 - mean_absolute_error: 68.5844 - val_loss: 25153.9321 - val_mean_absolute_error: 123.0020
Epoch 4025/5000
148/148 [==============================] - 0s 27us/step - loss: 13811.9512 - mean_absolute_error: 68.5784 - val_loss: 25148.0598 - val_mean_absolute_error: 122.9859
Epoch 4026/5000
148/148 [==============================] - 0s 27us/step - loss: 13809.8525 - mean_absolute_error: 68.5724 - val_loss: 25142.1911 - val_mean_absolute_error: 122.9699
Epoch 4027/5000
148/148 [==============================] - 0s 27us/step - loss: 13807.7139 - mean_absolute_error: 68.5664 - val_loss: 25136.2241 - val_mean_absolute_error: 122.9534
Epoch 4028/5000
148/148 [==============================] - 0s 34us/step - loss: 13805.4873 - mean_absolute_error: 68.5603 - val_loss: 25130.1741 - val_mean_absolute_error: 122.9366
Epoch 4029/5000
148/148 [==============================] - 0s 27us/step - loss: 13803.2383 - mean_absolute_error: 68.5543 - val_loss: 25124.0527 - val_mean_absolute_error: 122.9196
Epoch 4030/5000
148/148 [==============================] - 0s 27us/step - loss: 13800.9648 - mean_absolute_error: 68.5482 - val_loss: 25117.8641 - val_mean_absolute_error: 122.9023
Epoch 4031/5000
148/148 [==============================] - 0s 27us/step - loss: 13798.6660 - mean_absolute_error: 68.5422 - val_loss: 25111.6171 - val_mean_absolute_error: 122.8847
Epoch 4032/5000
148/148 [==============================] - 0s 34us/step - loss: 13796.3516 - mean_absolute_error: 68.5362 - val_loss: 25105.3163 - val_mean_absolute_error: 122.8670
Epoch 4033/5000
148/148 [==============================] - 0s 27us/step - loss: 13794.0205 - mean_absolute_error: 68.5301 - val_loss: 25098.9710 - val_mean_absolute_error: 122.8490
Epoch 4034/5000
148/148 [==============================] - 0s 27us/step - loss: 13791.6729 - mean_absolute_error: 68.5241 - val_loss: 25092.5869 - val_mean_absolute_error: 122.8309
Epoch 4035/5000
148/148 [==============================] - 0s 27us/step - loss: 13789.3145 - mean_absolute_error: 68.5181 - val_loss: 25086.1607 - val_mean_absolute_error: 122.8127
Epoch 4036/5000
148/148 [==============================] - 0s 34us/step - loss: 13786.9414 - mean_absolute_error: 68.5121 - val_loss: 25079.6993 - val_mean_absolute_error: 122.7943
Epoch 4037/5000
148/148 [==============================] - 0s 20us/step - loss: 13784.5596 - mean_absolute_error: 68.5061 - val_loss: 25073.1936 - val_mean_absolute_error: 122.7757
Epoch 4038/5000
148/148 [==============================] - 0s 20us/step - loss: 13782.1670 - mean_absolute_error: 68.5001 - val_loss: 25066.6531 - val_mean_absolute_error: 122.7570
Epoch 4039/5000
148/148 [==============================] - 0s 27us/step - loss: 13779.7676 - mean_absolute_error: 68.4941 - val_loss: 25060.0969 - val_mean_absolute_error: 122.7382
Epoch 4040/5000
148/148 [==============================] - 0s 20us/step - loss: 13777.3633 - mean_absolute_error: 68.4881 - val_loss: 25053.5216 - val_mean_absolute_error: 122.7194
Epoch 4041/5000
148/148 [==============================] - 0s 27us/step - loss: 13774.9502 - mean_absolute_error: 68.4820 - val_loss: 25046.9286 - val_mean_absolute_error: 122.7005
Epoch 4042/5000
148/148 [==============================] - 0s 34us/step - loss: 13772.5342 - mean_absolute_error: 68.4761 - val_loss: 25040.3039 - val_mean_absolute_error: 122.6815
Epoch 4043/5000
148/148 [==============================] - 0s 34us/step - loss: 13770.1113 - mean_absolute_error: 68.4700 - val_loss: 25033.6137 - val_mean_absolute_error: 122.6625
Epoch 4044/5000
148/148 [==============================] - 0s 27us/step - loss: 13767.6846 - mean_absolute_error: 68.4640 - val_loss: 25026.9189 - val_mean_absolute_error: 122.6434
Epoch 4045/5000
148/148 [==============================] - 0s 27us/step - loss: 13765.2549 - mean_absolute_error: 68.4580 - val_loss: 25020.2163 - val_mean_absolute_error: 122.6242
Epoch 4046/5000
148/148 [==============================] - 0s 34us/step - loss: 13762.8223 - mean_absolute_error: 68.4520 - val_loss: 25013.5056 - val_mean_absolute_error: 122.6051
Epoch 4047/5000
148/148 [==============================] - 0s 20us/step - loss: 13760.3867 - mean_absolute_error: 68.4460 - val_loss: 25006.7883 - val_mean_absolute_error: 122.5859
Epoch 4048/5000
148/148 [==============================] - 0s 47us/step - loss: 13757.9482 - mean_absolute_error: 68.4399 - val_loss: 25000.0668 - val_mean_absolute_error: 122.5667
Epoch 4049/5000
148/148 [==============================] - 0s 34us/step - loss: 13755.5146 - mean_absolute_error: 68.4341 - val_loss: 24993.3452 - val_mean_absolute_error: 122.5475
Epoch 4050/5000
148/148 [==============================] - 0s 27us/step - loss: 13753.0820 - mean_absolute_error: 68.4284 - val_loss: 24986.6209 - val_mean_absolute_error: 122.5283
Epoch 4051/5000
148/148 [==============================] - 0s 20us/step - loss: 13750.6514 - mean_absolute_error: 68.4226 - val_loss: 24979.8961 - val_mean_absolute_error: 122.5091
Epoch 4052/5000
148/148 [==============================] - 0s 27us/step - loss: 13748.2188 - mean_absolute_error: 68.4169 - val_loss: 24973.1710 - val_mean_absolute_error: 122.4899
Epoch 4053/5000
148/148 [==============================] - 0s 27us/step - loss: 13745.7861 - mean_absolute_error: 68.4112 - val_loss: 24966.4476 - val_mean_absolute_error: 122.4707
Epoch 4054/5000
148/148 [==============================] - 0s 27us/step - loss: 13743.3535 - mean_absolute_error: 68.4055 - val_loss: 24959.7254 - val_mean_absolute_error: 122.4515
Epoch 4055/5000
148/148 [==============================] - 0s 41us/step - loss: 13740.9219 - mean_absolute_error: 68.3998 - val_loss: 24953.0011 - val_mean_absolute_error: 122.4323
Epoch 4056/5000
148/148 [==============================] - 0s 27us/step - loss: 13738.4902 - mean_absolute_error: 68.3940 - val_loss: 24946.2799 - val_mean_absolute_error: 122.4131
Epoch 4057/5000
148/148 [==============================] - 0s 27us/step - loss: 13736.0576 - mean_absolute_error: 68.3883 - val_loss: 24939.5606 - val_mean_absolute_error: 122.3940
Epoch 4058/5000
148/148 [==============================] - 0s 34us/step - loss: 13733.6260 - mean_absolute_error: 68.3826 - val_loss: 24932.8426 - val_mean_absolute_error: 122.3748
Epoch 4059/5000
148/148 [==============================] - 0s 27us/step - loss: 13731.1924 - mean_absolute_error: 68.3768 - val_loss: 24926.1299 - val_mean_absolute_error: 122.3557
Epoch 4060/5000
148/148 [==============================] - 0s 41us/step - loss: 13728.7617 - mean_absolute_error: 68.3711 - val_loss: 24919.4166 - val_mean_absolute_error: 122.3365
Epoch 4061/5000
148/148 [==============================] - 0s 41us/step - loss: 13726.3330 - mean_absolute_error: 68.3653 - val_loss: 24912.7091 - val_mean_absolute_error: 122.3174
Epoch 4062/5000
148/148 [==============================] - 0s 20us/step - loss: 13723.9014 - mean_absolute_error: 68.3596 - val_loss: 24906.0053 - val_mean_absolute_error: 122.2983
Epoch 4063/5000
148/148 [==============================] - 0s 27us/step - loss: 13721.4736 - mean_absolute_error: 68.3538 - val_loss: 24899.3044 - val_mean_absolute_error: 122.2792
Epoch 4064/5000
148/148 [==============================] - 0s 27us/step - loss: 13719.0439 - mean_absolute_error: 68.3481 - val_loss: 24892.6070 - val_mean_absolute_error: 122.2601
Epoch 4065/5000
148/148 [==============================] - 0s 20us/step - loss: 13716.6182 - mean_absolute_error: 68.3423 - val_loss: 24885.9111 - val_mean_absolute_error: 122.2410
Epoch 4066/5000
148/148 [==============================] - 0s 27us/step - loss: 13714.1895 - mean_absolute_error: 68.3365 - val_loss: 24879.2230 - val_mean_absolute_error: 122.2220
Epoch 4067/5000
148/148 [==============================] - 0s 41us/step - loss: 13711.7617 - mean_absolute_error: 68.3307 - val_loss: 24872.5382 - val_mean_absolute_error: 122.2030
Epoch 4068/5000
148/148 [==============================] - 0s 27us/step - loss: 13709.3359 - mean_absolute_error: 68.3250 - val_loss: 24865.8507 - val_mean_absolute_error: 122.1840
Epoch 4069/5000
148/148 [==============================] - 0s 27us/step - loss: 13706.9111 - mean_absolute_error: 68.3192 - val_loss: 24859.1729 - val_mean_absolute_error: 122.1649
Epoch 4070/5000
148/148 [==============================] - 0s 27us/step - loss: 13704.4863 - mean_absolute_error: 68.3134 - val_loss: 24852.4982 - val_mean_absolute_error: 122.1460
Epoch 4071/5000
148/148 [==============================] - 0s 27us/step - loss: 13702.0635 - mean_absolute_error: 68.3076 - val_loss: 24845.8274 - val_mean_absolute_error: 122.1270
Epoch 4072/5000
148/148 [==============================] - 0s 27us/step - loss: 13699.6406 - mean_absolute_error: 68.3018 - val_loss: 24839.1599 - val_mean_absolute_error: 122.1080
Epoch 4073/5000
148/148 [==============================] - 0s 27us/step - loss: 13697.2207 - mean_absolute_error: 68.2960 - val_loss: 24832.4962 - val_mean_absolute_error: 122.0891
Epoch 4074/5000
148/148 [==============================] - 0s 34us/step - loss: 13694.7969 - mean_absolute_error: 68.2902 - val_loss: 24825.8374 - val_mean_absolute_error: 122.0702
Epoch 4075/5000
148/148 [==============================] - 0s 27us/step - loss: 13692.3760 - mean_absolute_error: 68.2844 - val_loss: 24819.1806 - val_mean_absolute_error: 122.0513
Epoch 4076/5000
148/148 [==============================] - 0s 34us/step - loss: 13689.9551 - mean_absolute_error: 68.2786 - val_loss: 24812.5349 - val_mean_absolute_error: 122.0324
Epoch 4077/5000
148/148 [==============================] - 0s 27us/step - loss: 13687.5381 - mean_absolute_error: 68.2728 - val_loss: 24805.8871 - val_mean_absolute_error: 122.0136
Epoch 4078/5000
148/148 [==============================] - 0s 27us/step - loss: 13685.1191 - mean_absolute_error: 68.2670 - val_loss: 24799.2447 - val_mean_absolute_error: 121.9947
Epoch 4079/5000
148/148 [==============================] - 0s 27us/step - loss: 13682.7031 - mean_absolute_error: 68.2612 - val_loss: 24792.6059 - val_mean_absolute_error: 121.9759
Epoch 4080/5000
148/148 [==============================] - 0s 34us/step - loss: 13680.2842 - mean_absolute_error: 68.2553 - val_loss: 24785.9720 - val_mean_absolute_error: 121.9571
Epoch 4081/5000
148/148 [==============================] - 0s 27us/step - loss: 13677.8682 - mean_absolute_error: 68.2495 - val_loss: 24779.3420 - val_mean_absolute_error: 121.9382
Epoch 4082/5000
148/148 [==============================] - 0s 34us/step - loss: 13675.4531 - mean_absolute_error: 68.2437 - val_loss: 24772.7135 - val_mean_absolute_error: 121.9195
Epoch 4083/5000
148/148 [==============================] - 0s 27us/step - loss: 13673.0391 - mean_absolute_error: 68.2378 - val_loss: 24766.0928 - val_mean_absolute_error: 121.9007
Epoch 4084/5000
148/148 [==============================] - 0s 20us/step - loss: 13670.6143 - mean_absolute_error: 68.2319 - val_loss: 24759.4696 - val_mean_absolute_error: 121.8819
Epoch 4085/5000
148/148 [==============================] - 0s 27us/step - loss: 13668.1904 - mean_absolute_error: 68.2260 - val_loss: 24752.8557 - val_mean_absolute_error: 121.8632
Epoch 4086/5000
148/148 [==============================] - 0s 27us/step - loss: 13665.7676 - mean_absolute_error: 68.2201 - val_loss: 24746.2453 - val_mean_absolute_error: 121.8445
Epoch 4087/5000
148/148 [==============================] - 0s 27us/step - loss: 13663.3447 - mean_absolute_error: 68.2142 - val_loss: 24739.6367 - val_mean_absolute_error: 121.8258
Epoch 4088/5000
148/148 [==============================] - 0s 20us/step - loss: 13660.9199 - mean_absolute_error: 68.2083 - val_loss: 24733.0355 - val_mean_absolute_error: 121.8071
Epoch 4089/5000
148/148 [==============================] - 0s 27us/step - loss: 13658.4961 - mean_absolute_error: 68.2023 - val_loss: 24726.4359 - val_mean_absolute_error: 121.7884
Epoch 4090/5000
148/148 [==============================] - 0s 34us/step - loss: 13656.0723 - mean_absolute_error: 68.1964 - val_loss: 24719.8398 - val_mean_absolute_error: 121.7698
Epoch 4091/5000
148/148 [==============================] - 0s 34us/step - loss: 13653.6494 - mean_absolute_error: 68.1905 - val_loss: 24713.2474 - val_mean_absolute_error: 121.7511
Epoch 4092/5000
148/148 [==============================] - 0s 34us/step - loss: 13651.2266 - mean_absolute_error: 68.1846 - val_loss: 24706.6584 - val_mean_absolute_error: 121.7325
Epoch 4093/5000
148/148 [==============================] - 0s 20us/step - loss: 13648.8027 - mean_absolute_error: 68.1787 - val_loss: 24700.0730 - val_mean_absolute_error: 121.7139
Epoch 4094/5000
148/148 [==============================] - 0s 27us/step - loss: 13646.3818 - mean_absolute_error: 68.1728 - val_loss: 24693.4932 - val_mean_absolute_error: 121.6953
Epoch 4095/5000
148/148 [==============================] - 0s 27us/step - loss: 13643.9590 - mean_absolute_error: 68.1668 - val_loss: 24686.9152 - val_mean_absolute_error: 121.6768
Epoch 4096/5000
148/148 [==============================] - 0s 27us/step - loss: 13641.5391 - mean_absolute_error: 68.1609 - val_loss: 24680.3405 - val_mean_absolute_error: 121.6582
Epoch 4097/5000
148/148 [==============================] - 0s 27us/step - loss: 13639.1152 - mean_absolute_error: 68.1550 - val_loss: 24673.7715 - val_mean_absolute_error: 121.6396
Epoch 4098/5000
148/148 [==============================] - 0s 34us/step - loss: 13636.6963 - mean_absolute_error: 68.1491 - val_loss: 24667.2039 - val_mean_absolute_error: 121.6211
Epoch 4099/5000
148/148 [==============================] - 0s 27us/step - loss: 13634.2773 - mean_absolute_error: 68.1431 - val_loss: 24660.6441 - val_mean_absolute_error: 121.6026
Epoch 4100/5000
148/148 [==============================] - 0s 27us/step - loss: 13631.8574 - mean_absolute_error: 68.1372 - val_loss: 24654.0836 - val_mean_absolute_error: 121.5841
Epoch 4101/5000
148/148 [==============================] - 0s 27us/step - loss: 13629.4375 - mean_absolute_error: 68.1313 - val_loss: 24647.5272 - val_mean_absolute_error: 121.5656
Epoch 4102/5000
148/148 [==============================] - 0s 20us/step - loss: 13627.0205 - mean_absolute_error: 68.1254 - val_loss: 24640.9719 - val_mean_absolute_error: 121.5471
Epoch 4103/5000
148/148 [==============================] - 0s 27us/step - loss: 13624.6006 - mean_absolute_error: 68.1194 - val_loss: 24634.4204 - val_mean_absolute_error: 121.5286
Epoch 4104/5000
148/148 [==============================] - 0s 27us/step - loss: 13622.1836 - mean_absolute_error: 68.1135 - val_loss: 24627.8747 - val_mean_absolute_error: 121.5101
Epoch 4105/5000
148/148 [==============================] - 0s 27us/step - loss: 13619.7666 - mean_absolute_error: 68.1075 - val_loss: 24621.3302 - val_mean_absolute_error: 121.4917
Epoch 4106/5000
148/148 [==============================] - 0s 34us/step - loss: 13617.3516 - mean_absolute_error: 68.1016 - val_loss: 24614.7914 - val_mean_absolute_error: 121.4732
Epoch 4107/5000
148/148 [==============================] - 0s 34us/step - loss: 13614.9355 - mean_absolute_error: 68.0957 - val_loss: 24608.2545 - val_mean_absolute_error: 121.4548
Epoch 4108/5000
148/148 [==============================] - 0s 27us/step - loss: 13612.5215 - mean_absolute_error: 68.0897 - val_loss: 24601.7210 - val_mean_absolute_error: 121.4364
Epoch 4109/5000
148/148 [==============================] - 0s 20us/step - loss: 13610.1064 - mean_absolute_error: 68.0838 - val_loss: 24595.1893 - val_mean_absolute_error: 121.4180
Epoch 4110/5000
148/148 [==============================] - 0s 27us/step - loss: 13607.6914 - mean_absolute_error: 68.0778 - val_loss: 24588.6610 - val_mean_absolute_error: 121.3996
Epoch 4111/5000
148/148 [==============================] - 0s 27us/step - loss: 13605.2783 - mean_absolute_error: 68.0719 - val_loss: 24582.1366 - val_mean_absolute_error: 121.3812
Epoch 4112/5000
148/148 [==============================] - 0s 34us/step - loss: 13602.8662 - mean_absolute_error: 68.0659 - val_loss: 24575.6156 - val_mean_absolute_error: 121.3628
Epoch 4113/5000
148/148 [==============================] - 0s 20us/step - loss: 13600.4541 - mean_absolute_error: 68.0599 - val_loss: 24569.0983 - val_mean_absolute_error: 121.3444
Epoch 4114/5000
148/148 [==============================] - 0s 27us/step - loss: 13598.0420 - mean_absolute_error: 68.0540 - val_loss: 24562.5829 - val_mean_absolute_error: 121.3261
Epoch 4115/5000
148/148 [==============================] - 0s 27us/step - loss: 13595.6299 - mean_absolute_error: 68.0480 - val_loss: 24556.0726 - val_mean_absolute_error: 121.3077
Epoch 4116/5000
148/148 [==============================] - 0s 27us/step - loss: 13593.2217 - mean_absolute_error: 68.0421 - val_loss: 24549.5600 - val_mean_absolute_error: 121.2894
Epoch 4117/5000
148/148 [==============================] - 0s 20us/step - loss: 13590.8096 - mean_absolute_error: 68.0361 - val_loss: 24543.0534 - val_mean_absolute_error: 121.2711
Epoch 4118/5000
148/148 [==============================] - 0s 34us/step - loss: 13588.4014 - mean_absolute_error: 68.0302 - val_loss: 24536.5485 - val_mean_absolute_error: 121.2528
Epoch 4119/5000
148/148 [==============================] - 0s 27us/step - loss: 13585.9912 - mean_absolute_error: 68.0244 - val_loss: 24530.0451 - val_mean_absolute_error: 121.2345
Epoch 4120/5000
148/148 [==============================] - 0s 34us/step - loss: 13583.5840 - mean_absolute_error: 68.0185 - val_loss: 24523.5473 - val_mean_absolute_error: 121.2161
Epoch 4121/5000
148/148 [==============================] - 0s 20us/step - loss: 13581.1768 - mean_absolute_error: 68.0126 - val_loss: 24517.0514 - val_mean_absolute_error: 121.1979
Epoch 4122/5000
148/148 [==============================] - 0s 20us/step - loss: 13578.7695 - mean_absolute_error: 68.0068 - val_loss: 24510.5590 - val_mean_absolute_error: 121.1796
Epoch 4123/5000
148/148 [==============================] - 0s 20us/step - loss: 13576.3643 - mean_absolute_error: 68.0009 - val_loss: 24504.0682 - val_mean_absolute_error: 121.1613
Epoch 4124/5000
148/148 [==============================] - 0s 27us/step - loss: 13573.9551 - mean_absolute_error: 67.9950 - val_loss: 24497.5775 - val_mean_absolute_error: 121.1430
Epoch 4125/5000
148/148 [==============================] - 0s 27us/step - loss: 13571.5518 - mean_absolute_error: 67.9892 - val_loss: 24491.0939 - val_mean_absolute_error: 121.1248
Epoch 4126/5000
148/148 [==============================] - 0s 41us/step - loss: 13569.1465 - mean_absolute_error: 67.9833 - val_loss: 24484.6081 - val_mean_absolute_error: 121.1065
Epoch 4127/5000
148/148 [==============================] - 0s 20us/step - loss: 13566.7422 - mean_absolute_error: 67.9774 - val_loss: 24478.1300 - val_mean_absolute_error: 121.0883
Epoch 4128/5000
148/148 [==============================] - 0s 27us/step - loss: 13564.3350 - mean_absolute_error: 67.9714 - val_loss: 24471.6492 - val_mean_absolute_error: 121.0700
Epoch 4129/5000
148/148 [==============================] - 0s 27us/step - loss: 13561.9277 - mean_absolute_error: 67.9654 - val_loss: 24465.1756 - val_mean_absolute_error: 121.0518
Epoch 4130/5000
148/148 [==============================] - 0s 27us/step - loss: 13559.5215 - mean_absolute_error: 67.9594 - val_loss: 24458.7015 - val_mean_absolute_error: 121.0336
Epoch 4131/5000
148/148 [==============================] - 0s 27us/step - loss: 13557.1133 - mean_absolute_error: 67.9534 - val_loss: 24452.2288 - val_mean_absolute_error: 121.0153
Epoch 4132/5000
148/148 [==============================] - 0s 27us/step - loss: 13554.7070 - mean_absolute_error: 67.9474 - val_loss: 24445.7594 - val_mean_absolute_error: 120.9971
Epoch 4133/5000
148/148 [==============================] - 0s 27us/step - loss: 13552.2998 - mean_absolute_error: 67.9414 - val_loss: 24439.2891 - val_mean_absolute_error: 120.9789
Epoch 4134/5000
148/148 [==============================] - 0s 47us/step - loss: 13549.8936 - mean_absolute_error: 67.9354 - val_loss: 24432.8189 - val_mean_absolute_error: 120.9607
Epoch 4135/5000
148/148 [==============================] - 0s 34us/step - loss: 13547.4873 - mean_absolute_error: 67.9294 - val_loss: 24426.3557 - val_mean_absolute_error: 120.9425
Epoch 4136/5000
148/148 [==============================] - 0s 27us/step - loss: 13545.0820 - mean_absolute_error: 67.9234 - val_loss: 24419.8902 - val_mean_absolute_error: 120.9243
Epoch 4137/5000
148/148 [==============================] - 0s 27us/step - loss: 13542.6768 - mean_absolute_error: 67.9174 - val_loss: 24413.4302 - val_mean_absolute_error: 120.9062
Epoch 4138/5000
148/148 [==============================] - 0s 34us/step - loss: 13540.2705 - mean_absolute_error: 67.9114 - val_loss: 24406.9679 - val_mean_absolute_error: 120.8880
Epoch 4139/5000
148/148 [==============================] - 0s 27us/step - loss: 13537.8672 - mean_absolute_error: 67.9054 - val_loss: 24400.5127 - val_mean_absolute_error: 120.8698
Epoch 4140/5000
148/148 [==============================] - 0s 20us/step - loss: 13535.4629 - mean_absolute_error: 67.8993 - val_loss: 24394.0556 - val_mean_absolute_error: 120.8517
Epoch 4141/5000
148/148 [==============================] - 0s 34us/step - loss: 13533.0596 - mean_absolute_error: 67.8933 - val_loss: 24387.6021 - val_mean_absolute_error: 120.8335
Epoch 4142/5000
148/148 [==============================] - 0s 27us/step - loss: 13530.6553 - mean_absolute_error: 67.8873 - val_loss: 24381.1499 - val_mean_absolute_error: 120.8154
Epoch 4143/5000
148/148 [==============================] - 0s 20us/step - loss: 13528.2529 - mean_absolute_error: 67.8813 - val_loss: 24374.7018 - val_mean_absolute_error: 120.7972
Epoch 4144/5000
148/148 [==============================] - 0s 27us/step - loss: 13525.8506 - mean_absolute_error: 67.8753 - val_loss: 24368.2528 - val_mean_absolute_error: 120.7791
Epoch 4145/5000
148/148 [==============================] - 0s 27us/step - loss: 13523.4473 - mean_absolute_error: 67.8692 - val_loss: 24361.8058 - val_mean_absolute_error: 120.7609
Epoch 4146/5000
148/148 [==============================] - 0s 20us/step - loss: 13521.0449 - mean_absolute_error: 67.8632 - val_loss: 24355.3641 - val_mean_absolute_error: 120.7428
Epoch 4147/5000
148/148 [==============================] - 0s 27us/step - loss: 13518.6455 - mean_absolute_error: 67.8572 - val_loss: 24348.9227 - val_mean_absolute_error: 120.7247
Epoch 4148/5000
148/148 [==============================] - 0s 34us/step - loss: 13516.2451 - mean_absolute_error: 67.8512 - val_loss: 24342.4827 - val_mean_absolute_error: 120.7066
Epoch 4149/5000
148/148 [==============================] - 0s 27us/step - loss: 13513.8438 - mean_absolute_error: 67.8451 - val_loss: 24336.0404 - val_mean_absolute_error: 120.6884
Epoch 4150/5000
148/148 [==============================] - 0s 41us/step - loss: 13511.4453 - mean_absolute_error: 67.8391 - val_loss: 24329.6058 - val_mean_absolute_error: 120.6703
Epoch 4151/5000
148/148 [==============================] - 0s 27us/step - loss: 13509.0439 - mean_absolute_error: 67.8330 - val_loss: 24323.1749 - val_mean_absolute_error: 120.6522
Epoch 4152/5000
148/148 [==============================] - 0s 27us/step - loss: 13506.6465 - mean_absolute_error: 67.8270 - val_loss: 24316.7401 - val_mean_absolute_error: 120.6341
Epoch 4153/5000
148/148 [==============================] - 0s 27us/step - loss: 13504.2471 - mean_absolute_error: 67.8210 - val_loss: 24310.3085 - val_mean_absolute_error: 120.6160
Epoch 4154/5000
148/148 [==============================] - 0s 27us/step - loss: 13501.8477 - mean_absolute_error: 67.8149 - val_loss: 24303.8768 - val_mean_absolute_error: 120.5979
Epoch 4155/5000
148/148 [==============================] - 0s 34us/step - loss: 13499.4512 - mean_absolute_error: 67.8089 - val_loss: 24297.4508 - val_mean_absolute_error: 120.5798
Epoch 4156/5000
148/148 [==============================] - 0s 41us/step - loss: 13497.0537 - mean_absolute_error: 67.8028 - val_loss: 24291.0265 - val_mean_absolute_error: 120.5617
Epoch 4157/5000
148/148 [==============================] - 0s 27us/step - loss: 13494.6562 - mean_absolute_error: 67.7968 - val_loss: 24284.6040 - val_mean_absolute_error: 120.5436
Epoch 4158/5000
148/148 [==============================] - 0s 27us/step - loss: 13492.2598 - mean_absolute_error: 67.7908 - val_loss: 24278.1793 - val_mean_absolute_error: 120.5255
Epoch 4159/5000
148/148 [==============================] - 0s 20us/step - loss: 13489.8643 - mean_absolute_error: 67.7847 - val_loss: 24271.7602 - val_mean_absolute_error: 120.5074
Epoch 4160/5000
148/148 [==============================] - 0s 27us/step - loss: 13487.4688 - mean_absolute_error: 67.7787 - val_loss: 24265.3413 - val_mean_absolute_error: 120.4893
Epoch 4161/5000
148/148 [==============================] - 0s 27us/step - loss: 13485.0742 - mean_absolute_error: 67.7726 - val_loss: 24258.9277 - val_mean_absolute_error: 120.4713
Epoch 4162/5000
148/148 [==============================] - 0s 20us/step - loss: 13482.6797 - mean_absolute_error: 67.7666 - val_loss: 24252.5041 - val_mean_absolute_error: 120.4532
Epoch 4163/5000
148/148 [==============================] - 0s 27us/step - loss: 13480.2852 - mean_absolute_error: 67.7605 - val_loss: 24246.0942 - val_mean_absolute_error: 120.4351
Epoch 4164/5000
148/148 [==============================] - 0s 27us/step - loss: 13477.8906 - mean_absolute_error: 67.7545 - val_loss: 24239.6820 - val_mean_absolute_error: 120.4170
Epoch 4165/5000
148/148 [==============================] - 0s 27us/step - loss: 13475.4980 - mean_absolute_error: 67.7484 - val_loss: 24233.2699 - val_mean_absolute_error: 120.3989
Epoch 4166/5000
148/148 [==============================] - 0s 27us/step - loss: 13473.1064 - mean_absolute_error: 67.7424 - val_loss: 24226.8631 - val_mean_absolute_error: 120.3809
Epoch 4167/5000
148/148 [==============================] - 0s 20us/step - loss: 13470.7119 - mean_absolute_error: 67.7363 - val_loss: 24220.4523 - val_mean_absolute_error: 120.3628
Epoch 4168/5000
148/148 [==============================] - 0s 27us/step - loss: 13468.3203 - mean_absolute_error: 67.7302 - val_loss: 24214.0495 - val_mean_absolute_error: 120.3447
Epoch 4169/5000
148/148 [==============================] - 0s 20us/step - loss: 13465.9277 - mean_absolute_error: 67.7242 - val_loss: 24207.6422 - val_mean_absolute_error: 120.3266
Epoch 4170/5000
148/148 [==============================] - 0s 27us/step - loss: 13463.5371 - mean_absolute_error: 67.7181 - val_loss: 24201.2407 - val_mean_absolute_error: 120.3086
Epoch 4171/5000
148/148 [==============================] - 0s 27us/step - loss: 13461.1475 - mean_absolute_error: 67.7121 - val_loss: 24194.8429 - val_mean_absolute_error: 120.2905
Epoch 4172/5000
148/148 [==============================] - 0s 41us/step - loss: 13458.7568 - mean_absolute_error: 67.7060 - val_loss: 24188.4435 - val_mean_absolute_error: 120.2725
Epoch 4173/5000
148/148 [==============================] - 0s 27us/step - loss: 13456.3672 - mean_absolute_error: 67.6999 - val_loss: 24182.0450 - val_mean_absolute_error: 120.2544
Epoch 4174/5000
148/148 [==============================] - 0s 27us/step - loss: 13453.9785 - mean_absolute_error: 67.6939 - val_loss: 24175.6489 - val_mean_absolute_error: 120.2364
Epoch 4175/5000
148/148 [==============================] - 0s 27us/step - loss: 13451.5869 - mean_absolute_error: 67.6878 - val_loss: 24169.2621 - val_mean_absolute_error: 120.2184
Epoch 4176/5000
148/148 [==============================] - 0s 27us/step - loss: 13449.1992 - mean_absolute_error: 67.6817 - val_loss: 24162.8769 - val_mean_absolute_error: 120.2005
Epoch 4177/5000
148/148 [==============================] - 0s 27us/step - loss: 13446.8135 - mean_absolute_error: 67.6757 - val_loss: 24156.4956 - val_mean_absolute_error: 120.1826
Epoch 4178/5000
148/148 [==============================] - 0s 27us/step - loss: 13444.4248 - mean_absolute_error: 67.6696 - val_loss: 24150.1161 - val_mean_absolute_error: 120.1647
Epoch 4179/5000
148/148 [==============================] - 0s 34us/step - loss: 13442.0381 - mean_absolute_error: 67.6635 - val_loss: 24143.7386 - val_mean_absolute_error: 120.1467
Epoch 4180/5000
148/148 [==============================] - 0s 41us/step - loss: 13439.6514 - mean_absolute_error: 67.6575 - val_loss: 24137.3607 - val_mean_absolute_error: 120.1288
Epoch 4181/5000
148/148 [==============================] - 0s 27us/step - loss: 13437.2637 - mean_absolute_error: 67.6514 - val_loss: 24130.9828 - val_mean_absolute_error: 120.1109
Epoch 4182/5000
148/148 [==============================] - 0s 34us/step - loss: 13434.8789 - mean_absolute_error: 67.6453 - val_loss: 24124.6105 - val_mean_absolute_error: 120.0930
Epoch 4183/5000
148/148 [==============================] - 0s 27us/step - loss: 13432.4932 - mean_absolute_error: 67.6393 - val_loss: 24118.2362 - val_mean_absolute_error: 120.0751
Epoch 4184/5000
148/148 [==============================] - 0s 27us/step - loss: 13430.1084 - mean_absolute_error: 67.6332 - val_loss: 24111.8636 - val_mean_absolute_error: 120.0572
Epoch 4185/5000
148/148 [==============================] - 0s 27us/step - loss: 13427.7236 - mean_absolute_error: 67.6271 - val_loss: 24105.4965 - val_mean_absolute_error: 120.0393
Epoch 4186/5000
148/148 [==============================] - 0s 34us/step - loss: 13425.3408 - mean_absolute_error: 67.6210 - val_loss: 24099.1216 - val_mean_absolute_error: 120.0214
Epoch 4187/5000
148/148 [==============================] - 0s 27us/step - loss: 13422.9551 - mean_absolute_error: 67.6149 - val_loss: 24092.7567 - val_mean_absolute_error: 120.0034
Epoch 4188/5000
148/148 [==============================] - 0s 27us/step - loss: 13420.5723 - mean_absolute_error: 67.6089 - val_loss: 24086.3913 - val_mean_absolute_error: 119.9855
Epoch 4189/5000
148/148 [==============================] - 0s 27us/step - loss: 13418.1904 - mean_absolute_error: 67.6028 - val_loss: 24080.0256 - val_mean_absolute_error: 119.9676
Epoch 4190/5000
148/148 [==============================] - 0s 27us/step - loss: 13415.8076 - mean_absolute_error: 67.5967 - val_loss: 24073.6620 - val_mean_absolute_error: 119.9497
Epoch 4191/5000
148/148 [==============================] - 0s 27us/step - loss: 13413.4258 - mean_absolute_error: 67.5906 - val_loss: 24067.2979 - val_mean_absolute_error: 119.9318
Epoch 4192/5000
148/148 [==============================] - 0s 27us/step - loss: 13411.0439 - mean_absolute_error: 67.5845 - val_loss: 24060.9380 - val_mean_absolute_error: 119.9139
Epoch 4193/5000
148/148 [==============================] - 0s 20us/step - loss: 13408.6621 - mean_absolute_error: 67.5785 - val_loss: 24054.5777 - val_mean_absolute_error: 119.8960
Epoch 4194/5000
148/148 [==============================] - 0s 41us/step - loss: 13406.2812 - mean_absolute_error: 67.5724 - val_loss: 24048.2193 - val_mean_absolute_error: 119.8781
Epoch 4195/5000
148/148 [==============================] - 0s 20us/step - loss: 13403.8994 - mean_absolute_error: 67.5663 - val_loss: 24041.8628 - val_mean_absolute_error: 119.8602
Epoch 4196/5000
148/148 [==============================] - 0s 27us/step - loss: 13401.5205 - mean_absolute_error: 67.5602 - val_loss: 24035.4982 - val_mean_absolute_error: 119.8422
Epoch 4197/5000
148/148 [==============================] - 0s 27us/step - loss: 13399.1406 - mean_absolute_error: 67.5541 - val_loss: 24029.1217 - val_mean_absolute_error: 119.8242
Epoch 4198/5000
148/148 [==============================] - 0s 34us/step - loss: 13396.7598 - mean_absolute_error: 67.5479 - val_loss: 24022.7526 - val_mean_absolute_error: 119.8062
Epoch 4199/5000
148/148 [==============================] - 0s 20us/step - loss: 13394.3770 - mean_absolute_error: 67.5417 - val_loss: 24016.3771 - val_mean_absolute_error: 119.7882
Epoch 4200/5000
148/148 [==============================] - 0s 41us/step - loss: 13391.9941 - mean_absolute_error: 67.5356 - val_loss: 24010.0074 - val_mean_absolute_error: 119.7701
Epoch 4201/5000
148/148 [==============================] - 0s 27us/step - loss: 13389.6123 - mean_absolute_error: 67.5294 - val_loss: 24003.6376 - val_mean_absolute_error: 119.7521
Epoch 4202/5000
148/148 [==============================] - 0s 27us/step - loss: 13387.2305 - mean_absolute_error: 67.5232 - val_loss: 23997.2649 - val_mean_absolute_error: 119.7341
Epoch 4203/5000
148/148 [==============================] - 0s 27us/step - loss: 13384.8496 - mean_absolute_error: 67.5170 - val_loss: 23990.9019 - val_mean_absolute_error: 119.7161
Epoch 4204/5000
148/148 [==============================] - 0s 20us/step - loss: 13382.4678 - mean_absolute_error: 67.5108 - val_loss: 23984.5309 - val_mean_absolute_error: 119.6981
Epoch 4205/5000
148/148 [==============================] - 0s 34us/step - loss: 13380.0879 - mean_absolute_error: 67.5046 - val_loss: 23978.1654 - val_mean_absolute_error: 119.6800
Epoch 4206/5000
148/148 [==============================] - 0s 27us/step - loss: 13377.7070 - mean_absolute_error: 67.4985 - val_loss: 23971.8017 - val_mean_absolute_error: 119.6620
Epoch 4207/5000
148/148 [==============================] - 0s 34us/step - loss: 13375.3252 - mean_absolute_error: 67.4923 - val_loss: 23965.4357 - val_mean_absolute_error: 119.6440
Epoch 4208/5000
148/148 [==============================] - 0s 27us/step - loss: 13372.9453 - mean_absolute_error: 67.4861 - val_loss: 23959.0736 - val_mean_absolute_error: 119.6260
Epoch 4209/5000
148/148 [==============================] - 0s 27us/step - loss: 13370.5664 - mean_absolute_error: 67.4799 - val_loss: 23952.7091 - val_mean_absolute_error: 119.6079
Epoch 4210/5000
148/148 [==============================] - 0s 27us/step - loss: 13368.1855 - mean_absolute_error: 67.4737 - val_loss: 23946.3504 - val_mean_absolute_error: 119.5899
Epoch 4211/5000
148/148 [==============================] - 0s 27us/step - loss: 13365.8076 - mean_absolute_error: 67.4675 - val_loss: 23939.9936 - val_mean_absolute_error: 119.5719
Epoch 4212/5000
148/148 [==============================] - 0s 27us/step - loss: 13363.4287 - mean_absolute_error: 67.4613 - val_loss: 23933.6324 - val_mean_absolute_error: 119.5539
Epoch 4213/5000
148/148 [==============================] - 0s 27us/step - loss: 13361.0518 - mean_absolute_error: 67.4551 - val_loss: 23927.2771 - val_mean_absolute_error: 119.5359
Epoch 4214/5000
148/148 [==============================] - 0s 27us/step - loss: 13358.6729 - mean_absolute_error: 67.4489 - val_loss: 23920.9176 - val_mean_absolute_error: 119.5178
Epoch 4215/5000
148/148 [==============================] - 0s 27us/step - loss: 13356.2959 - mean_absolute_error: 67.4427 - val_loss: 23914.5641 - val_mean_absolute_error: 119.4998
Epoch 4216/5000
148/148 [==============================] - 0s 27us/step - loss: 13353.9180 - mean_absolute_error: 67.4365 - val_loss: 23908.2099 - val_mean_absolute_error: 119.4818
Epoch 4217/5000
148/148 [==============================] - 0s 20us/step - loss: 13351.5400 - mean_absolute_error: 67.4303 - val_loss: 23901.8559 - val_mean_absolute_error: 119.4637
Epoch 4218/5000
148/148 [==============================] - 0s 34us/step - loss: 13349.1641 - mean_absolute_error: 67.4241 - val_loss: 23895.5058 - val_mean_absolute_error: 119.4457
Epoch 4219/5000
148/148 [==============================] - 0s 27us/step - loss: 13346.7881 - mean_absolute_error: 67.4179 - val_loss: 23889.1517 - val_mean_absolute_error: 119.4277
Epoch 4220/5000
148/148 [==============================] - 0s 27us/step - loss: 13344.4111 - mean_absolute_error: 67.4118 - val_loss: 23882.8029 - val_mean_absolute_error: 119.4096
Epoch 4221/5000
148/148 [==============================] - 0s 20us/step - loss: 13342.0371 - mean_absolute_error: 67.4057 - val_loss: 23876.4521 - val_mean_absolute_error: 119.3916
Epoch 4222/5000
148/148 [==============================] - 0s 27us/step - loss: 13339.6611 - mean_absolute_error: 67.3996 - val_loss: 23870.1053 - val_mean_absolute_error: 119.3735
Epoch 4223/5000
148/148 [==============================] - 0s 27us/step - loss: 13337.2861 - mean_absolute_error: 67.3934 - val_loss: 23863.7565 - val_mean_absolute_error: 119.3555
Epoch 4224/5000
148/148 [==============================] - 0s 34us/step - loss: 13334.9121 - mean_absolute_error: 67.3873 - val_loss: 23857.4111 - val_mean_absolute_error: 119.3375
Epoch 4225/5000
148/148 [==============================] - 0s 20us/step - loss: 13332.5400 - mean_absolute_error: 67.3812 - val_loss: 23851.0677 - val_mean_absolute_error: 119.3194
Epoch 4226/5000
148/148 [==============================] - 0s 34us/step - loss: 13330.1650 - mean_absolute_error: 67.3751 - val_loss: 23844.7242 - val_mean_absolute_error: 119.3014
Epoch 4227/5000
148/148 [==============================] - 0s 34us/step - loss: 13327.7930 - mean_absolute_error: 67.3689 - val_loss: 23838.3786 - val_mean_absolute_error: 119.2833
Epoch 4228/5000
148/148 [==============================] - 0s 27us/step - loss: 13325.4199 - mean_absolute_error: 67.3628 - val_loss: 23832.0391 - val_mean_absolute_error: 119.2653
Epoch 4229/5000
148/148 [==============================] - 0s 20us/step - loss: 13323.0479 - mean_absolute_error: 67.3567 - val_loss: 23825.6969 - val_mean_absolute_error: 119.2472
Epoch 4230/5000
148/148 [==============================] - 0s 34us/step - loss: 13320.6758 - mean_absolute_error: 67.3506 - val_loss: 23819.3569 - val_mean_absolute_error: 119.2292
Epoch 4231/5000
148/148 [==============================] - 0s 20us/step - loss: 13318.3037 - mean_absolute_error: 67.3444 - val_loss: 23813.0169 - val_mean_absolute_error: 119.2111
Epoch 4232/5000
148/148 [==============================] - 0s 20us/step - loss: 13315.9326 - mean_absolute_error: 67.3383 - val_loss: 23806.6786 - val_mean_absolute_error: 119.1931
Epoch 4233/5000
148/148 [==============================] - 0s 41us/step - loss: 13313.5615 - mean_absolute_error: 67.3322 - val_loss: 23800.3423 - val_mean_absolute_error: 119.1750
Epoch 4234/5000
148/148 [==============================] - 0s 27us/step - loss: 13311.1904 - mean_absolute_error: 67.3260 - val_loss: 23794.0077 - val_mean_absolute_error: 119.1569
Epoch 4235/5000
148/148 [==============================] - 0s 27us/step - loss: 13308.8223 - mean_absolute_error: 67.3199 - val_loss: 23787.6690 - val_mean_absolute_error: 119.1389
Epoch 4236/5000
148/148 [==============================] - 0s 20us/step - loss: 13306.4531 - mean_absolute_error: 67.3137 - val_loss: 23781.3380 - val_mean_absolute_error: 119.1208
Epoch 4237/5000
148/148 [==============================] - 0s 34us/step - loss: 13304.0840 - mean_absolute_error: 67.3076 - val_loss: 23775.0031 - val_mean_absolute_error: 119.1027
Epoch 4238/5000
148/148 [==============================] - 0s 27us/step - loss: 13301.7148 - mean_absolute_error: 67.3015 - val_loss: 23768.6683 - val_mean_absolute_error: 119.0847
Epoch 4239/5000
148/148 [==============================] - 0s 27us/step - loss: 13299.3467 - mean_absolute_error: 67.2953 - val_loss: 23762.3369 - val_mean_absolute_error: 119.0666
Epoch 4240/5000
148/148 [==============================] - 0s 27us/step - loss: 13296.9775 - mean_absolute_error: 67.2892 - val_loss: 23756.0078 - val_mean_absolute_error: 119.0485
Epoch 4241/5000
148/148 [==============================] - 0s 27us/step - loss: 13294.6094 - mean_absolute_error: 67.2830 - val_loss: 23749.6743 - val_mean_absolute_error: 119.0305
Epoch 4242/5000
148/148 [==============================] - 0s 34us/step - loss: 13292.2432 - mean_absolute_error: 67.2769 - val_loss: 23743.3486 - val_mean_absolute_error: 119.0124
Epoch 4243/5000
148/148 [==============================] - 0s 34us/step - loss: 13289.8770 - mean_absolute_error: 67.2707 - val_loss: 23737.0211 - val_mean_absolute_error: 118.9943
Epoch 4244/5000
148/148 [==============================] - 0s 27us/step - loss: 13287.5098 - mean_absolute_error: 67.2646 - val_loss: 23730.6951 - val_mean_absolute_error: 118.9762
Epoch 4245/5000
148/148 [==============================] - 0s 27us/step - loss: 13285.1426 - mean_absolute_error: 67.2584 - val_loss: 23724.3692 - val_mean_absolute_error: 118.9581
Epoch 4246/5000
148/148 [==============================] - 0s 27us/step - loss: 13282.7773 - mean_absolute_error: 67.2523 - val_loss: 23718.0432 - val_mean_absolute_error: 118.9401
Epoch 4247/5000
148/148 [==============================] - 0s 20us/step - loss: 13280.4121 - mean_absolute_error: 67.2461 - val_loss: 23711.7210 - val_mean_absolute_error: 118.9220
Epoch 4248/5000
148/148 [==============================] - 0s 34us/step - loss: 13278.0469 - mean_absolute_error: 67.2400 - val_loss: 23705.3967 - val_mean_absolute_error: 118.9039
Epoch 4249/5000
148/148 [==============================] - 0s 41us/step - loss: 13275.6836 - mean_absolute_error: 67.2338 - val_loss: 23699.0764 - val_mean_absolute_error: 118.8858
Epoch 4250/5000
148/148 [==============================] - 0s 20us/step - loss: 13273.3193 - mean_absolute_error: 67.2277 - val_loss: 23692.7540 - val_mean_absolute_error: 118.8677
Epoch 4251/5000
148/148 [==============================] - 0s 20us/step - loss: 13270.9551 - mean_absolute_error: 67.2215 - val_loss: 23686.4273 - val_mean_absolute_error: 118.8495
Epoch 4252/5000
148/148 [==============================] - 0s 27us/step - loss: 13268.5918 - mean_absolute_error: 67.2154 - val_loss: 23680.0953 - val_mean_absolute_error: 118.8313
Epoch 4253/5000
148/148 [==============================] - 0s 27us/step - loss: 13266.2285 - mean_absolute_error: 67.2092 - val_loss: 23673.7667 - val_mean_absolute_error: 118.8132
Epoch 4254/5000
148/148 [==============================] - 0s 27us/step - loss: 13263.8672 - mean_absolute_error: 67.2031 - val_loss: 23667.4343 - val_mean_absolute_error: 118.7950
Epoch 4255/5000
148/148 [==============================] - 0s 27us/step - loss: 13261.5029 - mean_absolute_error: 67.1969 - val_loss: 23661.0421 - val_mean_absolute_error: 118.7767
Epoch 4256/5000
148/148 [==============================] - 0s 34us/step - loss: 13259.1416 - mean_absolute_error: 67.1907 - val_loss: 23654.6345 - val_mean_absolute_error: 118.7584
Epoch 4257/5000
148/148 [==============================] - 0s 27us/step - loss: 13256.7812 - mean_absolute_error: 67.1846 - val_loss: 23648.2245 - val_mean_absolute_error: 118.7402
Epoch 4258/5000
148/148 [==============================] - 0s 27us/step - loss: 13254.4189 - mean_absolute_error: 67.1784 - val_loss: 23641.8167 - val_mean_absolute_error: 118.7219
Epoch 4259/5000
148/148 [==============================] - 0s 27us/step - loss: 13252.0596 - mean_absolute_error: 67.1723 - val_loss: 23635.4108 - val_mean_absolute_error: 118.7036
Epoch 4260/5000
148/148 [==============================] - 0s 20us/step - loss: 13249.6982 - mean_absolute_error: 67.1661 - val_loss: 23629.0047 - val_mean_absolute_error: 118.6853
Epoch 4261/5000
148/148 [==============================] - 0s 27us/step - loss: 13247.3389 - mean_absolute_error: 67.1599 - val_loss: 23622.6025 - val_mean_absolute_error: 118.6670
Epoch 4262/5000
148/148 [==============================] - 0s 20us/step - loss: 13244.9805 - mean_absolute_error: 67.1538 - val_loss: 23616.1941 - val_mean_absolute_error: 118.6487
Epoch 4263/5000
148/148 [==============================] - 0s 34us/step - loss: 13242.6221 - mean_absolute_error: 67.1476 - val_loss: 23609.7938 - val_mean_absolute_error: 118.6304
Epoch 4264/5000
148/148 [==============================] - 0s 27us/step - loss: 13240.2627 - mean_absolute_error: 67.1414 - val_loss: 23603.3894 - val_mean_absolute_error: 118.6121
Epoch 4265/5000
148/148 [==============================] - 0s 27us/step - loss: 13237.9043 - mean_absolute_error: 67.1353 - val_loss: 23596.9865 - val_mean_absolute_error: 118.5938
Epoch 4266/5000
148/148 [==============================] - 0s 27us/step - loss: 13235.5459 - mean_absolute_error: 67.1291 - val_loss: 23590.5898 - val_mean_absolute_error: 118.5755
Epoch 4267/5000
148/148 [==============================] - 0s 20us/step - loss: 13233.1885 - mean_absolute_error: 67.1229 - val_loss: 23584.1889 - val_mean_absolute_error: 118.5572
Epoch 4268/5000
148/148 [==============================] - 0s 20us/step - loss: 13230.8291 - mean_absolute_error: 67.1168 - val_loss: 23577.7920 - val_mean_absolute_error: 118.5389
Epoch 4269/5000
148/148 [==============================] - 0s 20us/step - loss: 13228.4746 - mean_absolute_error: 67.1107 - val_loss: 23571.3928 - val_mean_absolute_error: 118.5205
Epoch 4270/5000
148/148 [==============================] - 0s 27us/step - loss: 13226.1182 - mean_absolute_error: 67.1046 - val_loss: 23564.9959 - val_mean_absolute_error: 118.5022
Epoch 4271/5000
148/148 [==============================] - 0s 20us/step - loss: 13223.7617 - mean_absolute_error: 67.0985 - val_loss: 23558.6006 - val_mean_absolute_error: 118.4839
Epoch 4272/5000
148/148 [==============================] - 0s 27us/step - loss: 13221.4062 - mean_absolute_error: 67.0924 - val_loss: 23552.2052 - val_mean_absolute_error: 118.4656
Epoch 4273/5000
148/148 [==============================] - 0s 27us/step - loss: 13219.0479 - mean_absolute_error: 67.0862 - val_loss: 23545.8094 - val_mean_absolute_error: 118.4473
Epoch 4274/5000
148/148 [==============================] - 0s 27us/step - loss: 13216.6895 - mean_absolute_error: 67.0799 - val_loss: 23539.4141 - val_mean_absolute_error: 118.4289
Epoch 4275/5000
148/148 [==============================] - 0s 27us/step - loss: 13214.3281 - mean_absolute_error: 67.0737 - val_loss: 23533.0221 - val_mean_absolute_error: 118.4106
Epoch 4276/5000
148/148 [==============================] - 0s 27us/step - loss: 13211.9590 - mean_absolute_error: 67.0673 - val_loss: 23526.6279 - val_mean_absolute_error: 118.3923
Epoch 4277/5000
148/148 [==============================] - 0s 27us/step - loss: 13209.5908 - mean_absolute_error: 67.0610 - val_loss: 23520.2359 - val_mean_absolute_error: 118.3740
Epoch 4278/5000
148/148 [==============================] - 0s 20us/step - loss: 13207.2217 - mean_absolute_error: 67.0546 - val_loss: 23513.8417 - val_mean_absolute_error: 118.3556
Epoch 4279/5000
148/148 [==============================] - 0s 20us/step - loss: 13204.7734 - mean_absolute_error: 67.0481 - val_loss: 23507.3142 - val_mean_absolute_error: 118.3367
Epoch 4280/5000
148/148 [==============================] - 0s 27us/step - loss: 13202.2783 - mean_absolute_error: 67.0417 - val_loss: 23500.6669 - val_mean_absolute_error: 118.3172
Epoch 4281/5000
148/148 [==============================] - 0s 34us/step - loss: 13199.7490 - mean_absolute_error: 67.0354 - val_loss: 23493.9160 - val_mean_absolute_error: 118.2971
Epoch 4282/5000
148/148 [==============================] - 0s 27us/step - loss: 13197.1855 - mean_absolute_error: 67.0292 - val_loss: 23487.0718 - val_mean_absolute_error: 118.2766
Epoch 4283/5000
148/148 [==============================] - 0s 27us/step - loss: 13194.5938 - mean_absolute_error: 67.0229 - val_loss: 23480.1472 - val_mean_absolute_error: 118.2557
Epoch 4284/5000
148/148 [==============================] - 0s 27us/step - loss: 13191.9795 - mean_absolute_error: 67.0168 - val_loss: 23473.1515 - val_mean_absolute_error: 118.2345
Epoch 4285/5000
148/148 [==============================] - 0s 27us/step - loss: 13189.3398 - mean_absolute_error: 67.0107 - val_loss: 23466.0959 - val_mean_absolute_error: 118.2129
Epoch 4286/5000
148/148 [==============================] - 0s 34us/step - loss: 13186.6826 - mean_absolute_error: 67.0046 - val_loss: 23458.9829 - val_mean_absolute_error: 118.1912
Epoch 4287/5000
148/148 [==============================] - 0s 20us/step - loss: 13184.0088 - mean_absolute_error: 66.9985 - val_loss: 23451.8274 - val_mean_absolute_error: 118.1692
Epoch 4288/5000
148/148 [==============================] - 0s 34us/step - loss: 13181.3193 - mean_absolute_error: 66.9925 - val_loss: 23444.6003 - val_mean_absolute_error: 118.1469
Epoch 4289/5000
148/148 [==============================] - 0s 34us/step - loss: 13178.6182 - mean_absolute_error: 66.9865 - val_loss: 23437.3284 - val_mean_absolute_error: 118.1245
Epoch 4290/5000
148/148 [==============================] - 0s 27us/step - loss: 13175.9053 - mean_absolute_error: 66.9804 - val_loss: 23429.9426 - val_mean_absolute_error: 118.1018
Epoch 4291/5000
148/148 [==============================] - 0s 20us/step - loss: 13173.1846 - mean_absolute_error: 66.9744 - val_loss: 23422.5069 - val_mean_absolute_error: 118.0790
Epoch 4292/5000
148/148 [==============================] - 0s 34us/step - loss: 13170.4531 - mean_absolute_error: 66.9684 - val_loss: 23415.0496 - val_mean_absolute_error: 118.0561
Epoch 4293/5000
148/148 [==============================] - 0s 20us/step - loss: 13167.7158 - mean_absolute_error: 66.9624 - val_loss: 23407.5765 - val_mean_absolute_error: 118.0331
Epoch 4294/5000
148/148 [==============================] - 0s 27us/step - loss: 13164.9736 - mean_absolute_error: 66.9564 - val_loss: 23400.0813 - val_mean_absolute_error: 118.0101
Epoch 4295/5000
148/148 [==============================] - 0s 20us/step - loss: 13162.2246 - mean_absolute_error: 66.9504 - val_loss: 23392.5780 - val_mean_absolute_error: 117.9869
Epoch 4296/5000
148/148 [==============================] - 0s 34us/step - loss: 13159.4717 - mean_absolute_error: 66.9444 - val_loss: 23385.0647 - val_mean_absolute_error: 117.9638
Epoch 4297/5000
148/148 [==============================] - 0s 34us/step - loss: 13156.7158 - mean_absolute_error: 66.9384 - val_loss: 23377.5428 - val_mean_absolute_error: 117.9406
Epoch 4298/5000
148/148 [==============================] - 0s 34us/step - loss: 13153.9590 - mean_absolute_error: 66.9324 - val_loss: 23370.0128 - val_mean_absolute_error: 117.9173
Epoch 4299/5000
148/148 [==============================] - 0s 34us/step - loss: 13151.1973 - mean_absolute_error: 66.9264 - val_loss: 23362.4805 - val_mean_absolute_error: 117.8941
Epoch 4300/5000
148/148 [==============================] - 0s 20us/step - loss: 13148.4346 - mean_absolute_error: 66.9204 - val_loss: 23354.9454 - val_mean_absolute_error: 117.8708
Epoch 4301/5000
148/148 [==============================] - 0s 27us/step - loss: 13145.6709 - mean_absolute_error: 66.9143 - val_loss: 23347.4096 - val_mean_absolute_error: 117.8475
Epoch 4302/5000
148/148 [==============================] - 0s 27us/step - loss: 13142.9043 - mean_absolute_error: 66.9083 - val_loss: 23339.8733 - val_mean_absolute_error: 117.8243
Epoch 4303/5000
148/148 [==============================] - 0s 34us/step - loss: 13140.1387 - mean_absolute_error: 66.9022 - val_loss: 23332.3365 - val_mean_absolute_error: 117.8010
Epoch 4304/5000
148/148 [==============================] - 0s 20us/step - loss: 13137.3721 - mean_absolute_error: 66.8962 - val_loss: 23324.8032 - val_mean_absolute_error: 117.7778
Epoch 4305/5000
148/148 [==============================] - 0s 20us/step - loss: 13134.6074 - mean_absolute_error: 66.8901 - val_loss: 23317.2688 - val_mean_absolute_error: 117.7545
Epoch 4306/5000
148/148 [==============================] - 0s 20us/step - loss: 13131.8408 - mean_absolute_error: 66.8840 - val_loss: 23309.7398 - val_mean_absolute_error: 117.7313
Epoch 4307/5000
148/148 [==============================] - 0s 27us/step - loss: 13129.0762 - mean_absolute_error: 66.8779 - val_loss: 23302.2104 - val_mean_absolute_error: 117.7081
Epoch 4308/5000
148/148 [==============================] - 0s 27us/step - loss: 13126.3115 - mean_absolute_error: 66.8718 - val_loss: 23294.6921 - val_mean_absolute_error: 117.6849
Epoch 4309/5000
148/148 [==============================] - 0s 27us/step - loss: 13123.5469 - mean_absolute_error: 66.8656 - val_loss: 23287.1730 - val_mean_absolute_error: 117.6618
Epoch 4310/5000
148/148 [==============================] - 0s 27us/step - loss: 13120.7842 - mean_absolute_error: 66.8595 - val_loss: 23279.6571 - val_mean_absolute_error: 117.6386
Epoch 4311/5000
148/148 [==============================] - 0s 27us/step - loss: 13118.0215 - mean_absolute_error: 66.8533 - val_loss: 23272.1523 - val_mean_absolute_error: 117.6155
Epoch 4312/5000
148/148 [==============================] - 0s 27us/step - loss: 13115.2598 - mean_absolute_error: 66.8472 - val_loss: 23264.6553 - val_mean_absolute_error: 117.5925
Epoch 4313/5000
148/148 [==============================] - 0s 20us/step - loss: 13112.5010 - mean_absolute_error: 66.8410 - val_loss: 23257.1551 - val_mean_absolute_error: 117.5694
Epoch 4314/5000
148/148 [==============================] - 0s 27us/step - loss: 13109.7402 - mean_absolute_error: 66.8348 - val_loss: 23249.6643 - val_mean_absolute_error: 117.5464
Epoch 4315/5000
148/148 [==============================] - 0s 41us/step - loss: 13106.9844 - mean_absolute_error: 66.8286 - val_loss: 23242.1828 - val_mean_absolute_error: 117.5234
Epoch 4316/5000
148/148 [==============================] - 0s 20us/step - loss: 13104.2285 - mean_absolute_error: 66.8224 - val_loss: 23234.7064 - val_mean_absolute_error: 117.5005
Epoch 4317/5000
148/148 [==============================] - 0s 27us/step - loss: 13101.4727 - mean_absolute_error: 66.8161 - val_loss: 23227.2295 - val_mean_absolute_error: 117.4775
Epoch 4318/5000
148/148 [==============================] - 0s 27us/step - loss: 13098.7188 - mean_absolute_error: 66.8099 - val_loss: 23219.7427 - val_mean_absolute_error: 117.4546
Epoch 4319/5000
148/148 [==============================] - 0s 27us/step - loss: 13095.9668 - mean_absolute_error: 66.8036 - val_loss: 23212.2631 - val_mean_absolute_error: 117.4317
Epoch 4320/5000
148/148 [==============================] - 0s 34us/step - loss: 13093.2158 - mean_absolute_error: 66.7974 - val_loss: 23204.7886 - val_mean_absolute_error: 117.4089
Epoch 4321/5000
148/148 [==============================] - 0s 34us/step - loss: 13090.4678 - mean_absolute_error: 66.7911 - val_loss: 23197.3177 - val_mean_absolute_error: 117.3861
Epoch 4322/5000
148/148 [==============================] - 0s 27us/step - loss: 13087.7197 - mean_absolute_error: 66.7848 - val_loss: 23189.8638 - val_mean_absolute_error: 117.3633
Epoch 4323/5000
148/148 [==============================] - 0s 20us/step - loss: 13084.9736 - mean_absolute_error: 66.7785 - val_loss: 23182.4091 - val_mean_absolute_error: 117.3405
Epoch 4324/5000
148/148 [==============================] - 0s 20us/step - loss: 13082.2285 - mean_absolute_error: 66.7721 - val_loss: 23174.9621 - val_mean_absolute_error: 117.3178
Epoch 4325/5000
148/148 [==============================] - 0s 27us/step - loss: 13079.4971 - mean_absolute_error: 66.7659 - val_loss: 23167.5267 - val_mean_absolute_error: 117.2951
Epoch 4326/5000
148/148 [==============================] - 0s 27us/step - loss: 13076.7734 - mean_absolute_error: 66.7598 - val_loss: 23160.1007 - val_mean_absolute_error: 117.2725
Epoch 4327/5000
148/148 [==============================] - 0s 27us/step - loss: 13074.0518 - mean_absolute_error: 66.7536 - val_loss: 23152.6805 - val_mean_absolute_error: 117.2499
Epoch 4328/5000
148/148 [==============================] - 0s 27us/step - loss: 13071.3330 - mean_absolute_error: 66.7474 - val_loss: 23145.2721 - val_mean_absolute_error: 117.2273
Epoch 4329/5000
148/148 [==============================] - 0s 27us/step - loss: 13068.6162 - mean_absolute_error: 66.7411 - val_loss: 23137.8709 - val_mean_absolute_error: 117.2048
Epoch 4330/5000
148/148 [==============================] - 0s 27us/step - loss: 13065.9023 - mean_absolute_error: 66.7349 - val_loss: 23130.4756 - val_mean_absolute_error: 117.1823
Epoch 4331/5000
148/148 [==============================] - 0s 27us/step - loss: 13063.1904 - mean_absolute_error: 66.7287 - val_loss: 23123.0667 - val_mean_absolute_error: 117.1598
Epoch 4332/5000
148/148 [==============================] - 0s 27us/step - loss: 13060.4795 - mean_absolute_error: 66.7224 - val_loss: 23115.6632 - val_mean_absolute_error: 117.1374
Epoch 4333/5000
148/148 [==============================] - 0s 20us/step - loss: 13057.7725 - mean_absolute_error: 66.7162 - val_loss: 23108.2674 - val_mean_absolute_error: 117.1149
Epoch 4334/5000
148/148 [==============================] - 0s 34us/step - loss: 13055.0664 - mean_absolute_error: 66.7099 - val_loss: 23100.8830 - val_mean_absolute_error: 117.0925
Epoch 4335/5000
148/148 [==============================] - 0s 34us/step - loss: 13052.3652 - mean_absolute_error: 66.7036 - val_loss: 23093.5044 - val_mean_absolute_error: 117.0702
Epoch 4336/5000
148/148 [==============================] - 0s 20us/step - loss: 13049.6621 - mean_absolute_error: 66.6973 - val_loss: 23086.1330 - val_mean_absolute_error: 117.0478
Epoch 4337/5000
148/148 [==============================] - 0s 27us/step - loss: 13046.9629 - mean_absolute_error: 66.6910 - val_loss: 23078.7653 - val_mean_absolute_error: 117.0255
Epoch 4338/5000
148/148 [==============================] - 0s 20us/step - loss: 13044.2646 - mean_absolute_error: 66.6847 - val_loss: 23071.4070 - val_mean_absolute_error: 117.0033
Epoch 4339/5000
148/148 [==============================] - 0s 27us/step - loss: 13041.5674 - mean_absolute_error: 66.6784 - val_loss: 23064.0254 - val_mean_absolute_error: 116.9810
Epoch 4340/5000
148/148 [==============================] - 0s 27us/step - loss: 13038.8721 - mean_absolute_error: 66.6721 - val_loss: 23056.6014 - val_mean_absolute_error: 116.9587
Epoch 4341/5000
148/148 [==============================] - 0s 34us/step - loss: 13036.1777 - mean_absolute_error: 66.6658 - val_loss: 23049.1695 - val_mean_absolute_error: 116.9364
Epoch 4342/5000
148/148 [==============================] - 0s 27us/step - loss: 13033.4873 - mean_absolute_error: 66.6594 - val_loss: 23041.7391 - val_mean_absolute_error: 116.9141
Epoch 4343/5000
148/148 [==============================] - 0s 27us/step - loss: 13030.7979 - mean_absolute_error: 66.6531 - val_loss: 23034.3142 - val_mean_absolute_error: 116.8918
Epoch 4344/5000
148/148 [==============================] - 0s 20us/step - loss: 13028.1084 - mean_absolute_error: 66.6467 - val_loss: 23026.8947 - val_mean_absolute_error: 116.8696
Epoch 4345/5000
148/148 [==============================] - 0s 27us/step - loss: 13025.4209 - mean_absolute_error: 66.6403 - val_loss: 23019.4813 - val_mean_absolute_error: 116.8474
Epoch 4346/5000
148/148 [==============================] - 0s 27us/step - loss: 13022.7334 - mean_absolute_error: 66.6339 - val_loss: 23012.0731 - val_mean_absolute_error: 116.8252
Epoch 4347/5000
148/148 [==============================] - 0s 27us/step - loss: 13020.0488 - mean_absolute_error: 66.6275 - val_loss: 23004.6704 - val_mean_absolute_error: 116.8031
Epoch 4348/5000
148/148 [==============================] - 0s 27us/step - loss: 13017.3652 - mean_absolute_error: 66.6211 - val_loss: 22997.2753 - val_mean_absolute_error: 116.7809
Epoch 4349/5000
148/148 [==============================] - 0s 27us/step - loss: 13014.6836 - mean_absolute_error: 66.6147 - val_loss: 22989.8839 - val_mean_absolute_error: 116.7588
Epoch 4350/5000
148/148 [==============================] - 0s 20us/step - loss: 13012.0029 - mean_absolute_error: 66.6083 - val_loss: 22982.4998 - val_mean_absolute_error: 116.7368
Epoch 4351/5000
148/148 [==============================] - 0s 27us/step - loss: 13009.3232 - mean_absolute_error: 66.6019 - val_loss: 22975.1195 - val_mean_absolute_error: 116.7148
Epoch 4352/5000
148/148 [==============================] - 0s 27us/step - loss: 13006.6445 - mean_absolute_error: 66.5954 - val_loss: 22967.7451 - val_mean_absolute_error: 116.6929
Epoch 4353/5000
148/148 [==============================] - 0s 27us/step - loss: 13003.9678 - mean_absolute_error: 66.5890 - val_loss: 22960.3736 - val_mean_absolute_error: 116.6710
Epoch 4354/5000
148/148 [==============================] - 0s 20us/step - loss: 13001.2910 - mean_absolute_error: 66.5825 - val_loss: 22953.0118 - val_mean_absolute_error: 116.6491
Epoch 4355/5000
148/148 [==============================] - 0s 34us/step - loss: 12998.6162 - mean_absolute_error: 66.5761 - val_loss: 22945.6538 - val_mean_absolute_error: 116.6273
Epoch 4356/5000
148/148 [==============================] - 0s 27us/step - loss: 12995.9424 - mean_absolute_error: 66.5696 - val_loss: 22938.2954 - val_mean_absolute_error: 116.6054
Epoch 4357/5000
148/148 [==============================] - 0s 34us/step - loss: 12993.2695 - mean_absolute_error: 66.5631 - val_loss: 22930.9486 - val_mean_absolute_error: 116.5836
Epoch 4358/5000
148/148 [==============================] - 0s 27us/step - loss: 12990.6172 - mean_absolute_error: 66.5568 - val_loss: 22923.5975 - val_mean_absolute_error: 116.5618
Epoch 4359/5000
148/148 [==============================] - 0s 27us/step - loss: 12987.9688 - mean_absolute_error: 66.5505 - val_loss: 22916.2481 - val_mean_absolute_error: 116.5400
Epoch 4360/5000
148/148 [==============================] - 0s 20us/step - loss: 12985.3213 - mean_absolute_error: 66.5442 - val_loss: 22908.9003 - val_mean_absolute_error: 116.5181
Epoch 4361/5000
148/148 [==============================] - 0s 34us/step - loss: 12982.6777 - mean_absolute_error: 66.5379 - val_loss: 22901.5565 - val_mean_absolute_error: 116.4963
Epoch 4362/5000
148/148 [==============================] - 0s 27us/step - loss: 12980.0342 - mean_absolute_error: 66.5316 - val_loss: 22894.2142 - val_mean_absolute_error: 116.4744
Epoch 4363/5000
148/148 [==============================] - 0s 27us/step - loss: 12977.3945 - mean_absolute_error: 66.5252 - val_loss: 22886.8719 - val_mean_absolute_error: 116.4526
Epoch 4364/5000
148/148 [==============================] - 0s 20us/step - loss: 12974.7578 - mean_absolute_error: 66.5189 - val_loss: 22879.5349 - val_mean_absolute_error: 116.4307
Epoch 4365/5000
148/148 [==============================] - 0s 34us/step - loss: 12972.1211 - mean_absolute_error: 66.5126 - val_loss: 22872.1976 - val_mean_absolute_error: 116.4089
Epoch 4366/5000
148/148 [==============================] - 0s 34us/step - loss: 12969.4854 - mean_absolute_error: 66.5063 - val_loss: 22864.8645 - val_mean_absolute_error: 116.3871
Epoch 4367/5000
148/148 [==============================] - 0s 27us/step - loss: 12966.8438 - mean_absolute_error: 66.4999 - val_loss: 22857.4940 - val_mean_absolute_error: 116.3651
Epoch 4368/5000
148/148 [==============================] - 0s 27us/step - loss: 12964.1748 - mean_absolute_error: 66.4935 - val_loss: 22850.0884 - val_mean_absolute_error: 116.3430
Epoch 4369/5000
148/148 [==============================] - 0s 34us/step - loss: 12961.4971 - mean_absolute_error: 66.4869 - val_loss: 22842.6512 - val_mean_absolute_error: 116.3209
Epoch 4370/5000
148/148 [==============================] - 0s 27us/step - loss: 12958.8125 - mean_absolute_error: 66.4803 - val_loss: 22835.1882 - val_mean_absolute_error: 116.2986
Epoch 4371/5000
148/148 [==============================] - 0s 34us/step - loss: 12956.1221 - mean_absolute_error: 66.4736 - val_loss: 22827.7030 - val_mean_absolute_error: 116.2763
Epoch 4372/5000
148/148 [==============================] - 0s 41us/step - loss: 12953.4238 - mean_absolute_error: 66.4669 - val_loss: 22820.1935 - val_mean_absolute_error: 116.2539
Epoch 4373/5000
148/148 [==============================] - 0s 27us/step - loss: 12950.7227 - mean_absolute_error: 66.4601 - val_loss: 22812.6694 - val_mean_absolute_error: 116.2315
Epoch 4374/5000
148/148 [==============================] - 0s 27us/step - loss: 12948.0156 - mean_absolute_error: 66.4533 - val_loss: 22805.1308 - val_mean_absolute_error: 116.2090
Epoch 4375/5000
148/148 [==============================] - 0s 47us/step - loss: 12945.3047 - mean_absolute_error: 66.4464 - val_loss: 22797.5752 - val_mean_absolute_error: 116.1865
Epoch 4376/5000
148/148 [==============================] - 0s 41us/step - loss: 12942.5908 - mean_absolute_error: 66.4395 - val_loss: 22790.0068 - val_mean_absolute_error: 116.1639
Epoch 4377/5000
148/148 [==============================] - 0s 34us/step - loss: 12939.8750 - mean_absolute_error: 66.4325 - val_loss: 22782.4268 - val_mean_absolute_error: 116.1413
Epoch 4378/5000
148/148 [==============================] - 0s 27us/step - loss: 12937.1543 - mean_absolute_error: 66.4255 - val_loss: 22774.8397 - val_mean_absolute_error: 116.1187
Epoch 4379/5000
148/148 [==============================] - 0s 34us/step - loss: 12934.4326 - mean_absolute_error: 66.4185 - val_loss: 22767.2434 - val_mean_absolute_error: 116.0960
Epoch 4380/5000
148/148 [==============================] - 0s 34us/step - loss: 12931.7090 - mean_absolute_error: 66.4115 - val_loss: 22759.6413 - val_mean_absolute_error: 116.0734
Epoch 4381/5000
148/148 [==============================] - 0s 34us/step - loss: 12928.9824 - mean_absolute_error: 66.4043 - val_loss: 22752.0358 - val_mean_absolute_error: 116.0507
Epoch 4382/5000
148/148 [==============================] - 0s 20us/step - loss: 12926.2529 - mean_absolute_error: 66.3971 - val_loss: 22744.4206 - val_mean_absolute_error: 116.0280
Epoch 4383/5000
148/148 [==============================] - 0s 27us/step - loss: 12923.5225 - mean_absolute_error: 66.3899 - val_loss: 22736.8055 - val_mean_absolute_error: 116.0052
Epoch 4384/5000
148/148 [==============================] - 0s 27us/step - loss: 12920.7910 - mean_absolute_error: 66.3827 - val_loss: 22729.1869 - val_mean_absolute_error: 115.9825
Epoch 4385/5000
148/148 [==============================] - 0s 34us/step - loss: 12918.0596 - mean_absolute_error: 66.3754 - val_loss: 22721.5664 - val_mean_absolute_error: 115.9598
Epoch 4386/5000
148/148 [==============================] - 0s 34us/step - loss: 12915.3281 - mean_absolute_error: 66.3682 - val_loss: 22713.9418 - val_mean_absolute_error: 115.9370
Epoch 4387/5000
148/148 [==============================] - 0s 34us/step - loss: 12912.5928 - mean_absolute_error: 66.3609 - val_loss: 22706.3172 - val_mean_absolute_error: 115.9143
Epoch 4388/5000
148/148 [==============================] - 0s 27us/step - loss: 12909.8594 - mean_absolute_error: 66.3536 - val_loss: 22698.6890 - val_mean_absolute_error: 115.8915
Epoch 4389/5000
148/148 [==============================] - 0s 27us/step - loss: 12907.1260 - mean_absolute_error: 66.3463 - val_loss: 22691.0665 - val_mean_absolute_error: 115.8688
Epoch 4390/5000
148/148 [==============================] - 0s 34us/step - loss: 12904.3926 - mean_absolute_error: 66.3390 - val_loss: 22683.4379 - val_mean_absolute_error: 115.8460
Epoch 4391/5000
148/148 [==============================] - 0s 20us/step - loss: 12901.6582 - mean_absolute_error: 66.3317 - val_loss: 22675.8116 - val_mean_absolute_error: 115.8233
Epoch 4392/5000
148/148 [==============================] - 0s 27us/step - loss: 12898.9258 - mean_absolute_error: 66.3244 - val_loss: 22668.1848 - val_mean_absolute_error: 115.8005
Epoch 4393/5000
148/148 [==============================] - 0s 20us/step - loss: 12896.1904 - mean_absolute_error: 66.3170 - val_loss: 22660.5622 - val_mean_absolute_error: 115.7778
Epoch 4394/5000
148/148 [==============================] - 0s 27us/step - loss: 12893.4590 - mean_absolute_error: 66.3097 - val_loss: 22652.9372 - val_mean_absolute_error: 115.7550
Epoch 4395/5000
148/148 [==============================] - 0s 34us/step - loss: 12890.7246 - mean_absolute_error: 66.3023 - val_loss: 22645.3143 - val_mean_absolute_error: 115.7323
Epoch 4396/5000
148/148 [==============================] - 0s 20us/step - loss: 12887.9932 - mean_absolute_error: 66.2950 - val_loss: 22637.6930 - val_mean_absolute_error: 115.7095
Epoch 4397/5000
148/148 [==============================] - 0s 34us/step - loss: 12885.2598 - mean_absolute_error: 66.2876 - val_loss: 22630.0716 - val_mean_absolute_error: 115.6868
Epoch 4398/5000
148/148 [==============================] - 0s 27us/step - loss: 12882.5283 - mean_absolute_error: 66.2803 - val_loss: 22622.4580 - val_mean_absolute_error: 115.6640
Epoch 4399/5000
148/148 [==============================] - 0s 27us/step - loss: 12879.7979 - mean_absolute_error: 66.2729 - val_loss: 22614.8405 - val_mean_absolute_error: 115.6413
Epoch 4400/5000
148/148 [==============================] - 0s 27us/step - loss: 12877.0664 - mean_absolute_error: 66.2655 - val_loss: 22607.2266 - val_mean_absolute_error: 115.6186
Epoch 4401/5000
148/148 [==============================] - 0s 20us/step - loss: 12874.3369 - mean_absolute_error: 66.2582 - val_loss: 22599.6104 - val_mean_absolute_error: 115.5959
Epoch 4402/5000
148/148 [==============================] - 0s 34us/step - loss: 12871.6064 - mean_absolute_error: 66.2508 - val_loss: 22592.0021 - val_mean_absolute_error: 115.5731
Epoch 4403/5000
148/148 [==============================] - 0s 20us/step - loss: 12868.8770 - mean_absolute_error: 66.2434 - val_loss: 22584.3934 - val_mean_absolute_error: 115.5504
Epoch 4404/5000
148/148 [==============================] - 0s 34us/step - loss: 12866.1504 - mean_absolute_error: 66.2360 - val_loss: 22576.7847 - val_mean_absolute_error: 115.5277
Epoch 4405/5000
148/148 [==============================] - 0s 34us/step - loss: 12863.4219 - mean_absolute_error: 66.2287 - val_loss: 22569.1859 - val_mean_absolute_error: 115.5050
Epoch 4406/5000
148/148 [==============================] - 0s 27us/step - loss: 12860.6973 - mean_absolute_error: 66.2213 - val_loss: 22561.5808 - val_mean_absolute_error: 115.4823
Epoch 4407/5000
148/148 [==============================] - 0s 20us/step - loss: 12857.9707 - mean_absolute_error: 66.2139 - val_loss: 22553.9833 - val_mean_absolute_error: 115.4596
Epoch 4408/5000
148/148 [==============================] - 0s 27us/step - loss: 12855.2461 - mean_absolute_error: 66.2065 - val_loss: 22546.3857 - val_mean_absolute_error: 115.4369
Epoch 4409/5000
148/148 [==============================] - 0s 27us/step - loss: 12852.5215 - mean_absolute_error: 66.1991 - val_loss: 22538.7916 - val_mean_absolute_error: 115.4142
Epoch 4410/5000
148/148 [==============================] - 0s 34us/step - loss: 12849.7969 - mean_absolute_error: 66.1917 - val_loss: 22531.1977 - val_mean_absolute_error: 115.3915
Epoch 4411/5000
148/148 [==============================] - 0s 34us/step - loss: 12847.0742 - mean_absolute_error: 66.1843 - val_loss: 22523.6070 - val_mean_absolute_error: 115.3688
Epoch 4412/5000
148/148 [==============================] - 0s 27us/step - loss: 12844.3516 - mean_absolute_error: 66.1769 - val_loss: 22516.0206 - val_mean_absolute_error: 115.3462
Epoch 4413/5000
148/148 [==============================] - 0s 27us/step - loss: 12841.6309 - mean_absolute_error: 66.1695 - val_loss: 22508.4357 - val_mean_absolute_error: 115.3235
Epoch 4414/5000
148/148 [==============================] - 0s 34us/step - loss: 12838.9102 - mean_absolute_error: 66.1621 - val_loss: 22500.8526 - val_mean_absolute_error: 115.3008
Epoch 4415/5000
148/148 [==============================] - 0s 27us/step - loss: 12836.1895 - mean_absolute_error: 66.1547 - val_loss: 22493.2734 - val_mean_absolute_error: 115.2782
Epoch 4416/5000
148/148 [==============================] - 0s 27us/step - loss: 12833.4717 - mean_absolute_error: 66.1473 - val_loss: 22485.6958 - val_mean_absolute_error: 115.2555
Epoch 4417/5000
148/148 [==============================] - 0s 34us/step - loss: 12830.7529 - mean_absolute_error: 66.1399 - val_loss: 22478.1240 - val_mean_absolute_error: 115.2329
Epoch 4418/5000
148/148 [==============================] - 0s 27us/step - loss: 12828.0352 - mean_absolute_error: 66.1325 - val_loss: 22470.5518 - val_mean_absolute_error: 115.2102
Epoch 4419/5000
148/148 [==============================] - 0s 27us/step - loss: 12825.3203 - mean_absolute_error: 66.1251 - val_loss: 22462.9795 - val_mean_absolute_error: 115.1876
Epoch 4420/5000
148/148 [==============================] - 0s 41us/step - loss: 12822.6035 - mean_absolute_error: 66.1177 - val_loss: 22455.4129 - val_mean_absolute_error: 115.1649
Epoch 4421/5000
148/148 [==============================] - 0s 27us/step - loss: 12819.8877 - mean_absolute_error: 66.1103 - val_loss: 22447.8481 - val_mean_absolute_error: 115.1423
Epoch 4422/5000
148/148 [==============================] - 0s 27us/step - loss: 12817.1738 - mean_absolute_error: 66.1029 - val_loss: 22440.2870 - val_mean_absolute_error: 115.1199
Epoch 4423/5000
148/148 [==============================] - 0s 34us/step - loss: 12814.4609 - mean_absolute_error: 66.0955 - val_loss: 22432.7259 - val_mean_absolute_error: 115.0976
Epoch 4424/5000
148/148 [==============================] - 0s 27us/step - loss: 12811.7480 - mean_absolute_error: 66.0882 - val_loss: 22425.1415 - val_mean_absolute_error: 115.0752
Epoch 4425/5000
148/148 [==============================] - 0s 20us/step - loss: 12809.0352 - mean_absolute_error: 66.0811 - val_loss: 22417.5605 - val_mean_absolute_error: 115.0528
Epoch 4426/5000
148/148 [==============================] - 0s 41us/step - loss: 12806.3262 - mean_absolute_error: 66.0739 - val_loss: 22409.9778 - val_mean_absolute_error: 115.0304
Epoch 4427/5000
148/148 [==============================] - 0s 27us/step - loss: 12803.6152 - mean_absolute_error: 66.0668 - val_loss: 22402.4043 - val_mean_absolute_error: 115.0081
Epoch 4428/5000
148/148 [==============================] - 0s 34us/step - loss: 12800.9053 - mean_absolute_error: 66.0596 - val_loss: 22394.8312 - val_mean_absolute_error: 114.9857
Epoch 4429/5000
148/148 [==============================] - 0s 27us/step - loss: 12798.1982 - mean_absolute_error: 66.0525 - val_loss: 22387.2593 - val_mean_absolute_error: 114.9633
Epoch 4430/5000
148/148 [==============================] - 0s 27us/step - loss: 12795.4902 - mean_absolute_error: 66.0453 - val_loss: 22379.6896 - val_mean_absolute_error: 114.9410
Epoch 4431/5000
148/148 [==============================] - 0s 27us/step - loss: 12792.7891 - mean_absolute_error: 66.0383 - val_loss: 22372.1215 - val_mean_absolute_error: 114.9186
Epoch 4432/5000
148/148 [==============================] - 0s 27us/step - loss: 12790.0908 - mean_absolute_error: 66.0312 - val_loss: 22364.5515 - val_mean_absolute_error: 114.8962
Epoch 4433/5000
148/148 [==============================] - 0s 34us/step - loss: 12787.3926 - mean_absolute_error: 66.0242 - val_loss: 22356.9868 - val_mean_absolute_error: 114.8738
Epoch 4434/5000
148/148 [==============================] - 0s 20us/step - loss: 12784.6953 - mean_absolute_error: 66.0172 - val_loss: 22349.4223 - val_mean_absolute_error: 114.8514
Epoch 4435/5000
148/148 [==============================] - 0s 27us/step - loss: 12781.9893 - mean_absolute_error: 66.0101 - val_loss: 22341.8220 - val_mean_absolute_error: 114.8289
Epoch 4436/5000
148/148 [==============================] - 0s 27us/step - loss: 12779.2471 - mean_absolute_error: 66.0030 - val_loss: 22334.1862 - val_mean_absolute_error: 114.8062
Epoch 4437/5000
148/148 [==============================] - 0s 20us/step - loss: 12776.4951 - mean_absolute_error: 65.9957 - val_loss: 22326.5223 - val_mean_absolute_error: 114.7834
Epoch 4438/5000
148/148 [==============================] - 0s 27us/step - loss: 12773.7324 - mean_absolute_error: 65.9884 - val_loss: 22318.8322 - val_mean_absolute_error: 114.7606
Epoch 4439/5000
148/148 [==============================] - 0s 27us/step - loss: 12770.9629 - mean_absolute_error: 65.9811 - val_loss: 22311.1214 - val_mean_absolute_error: 114.7378
Epoch 4440/5000
148/148 [==============================] - 0s 27us/step - loss: 12768.1865 - mean_absolute_error: 65.9737 - val_loss: 22303.3919 - val_mean_absolute_error: 114.7150
Epoch 4441/5000
148/148 [==============================] - 0s 27us/step - loss: 12765.4053 - mean_absolute_error: 65.9663 - val_loss: 22295.6402 - val_mean_absolute_error: 114.6921
Epoch 4442/5000
148/148 [==============================] - 0s 34us/step - loss: 12762.6182 - mean_absolute_error: 65.9588 - val_loss: 22287.8747 - val_mean_absolute_error: 114.6691
Epoch 4443/5000
148/148 [==============================] - 0s 27us/step - loss: 12759.8242 - mean_absolute_error: 65.9513 - val_loss: 22280.0948 - val_mean_absolute_error: 114.6461
Epoch 4444/5000
148/148 [==============================] - 0s 27us/step - loss: 12757.0264 - mean_absolute_error: 65.9438 - val_loss: 22272.3019 - val_mean_absolute_error: 114.6230
Epoch 4445/5000
148/148 [==============================] - 0s 27us/step - loss: 12754.2285 - mean_absolute_error: 65.9363 - val_loss: 22264.5030 - val_mean_absolute_error: 114.5999
Epoch 4446/5000
148/148 [==============================] - 0s 27us/step - loss: 12751.4258 - mean_absolute_error: 65.9287 - val_loss: 22256.6953 - val_mean_absolute_error: 114.5767
Epoch 4447/5000
148/148 [==============================] - 0s 27us/step - loss: 12748.6182 - mean_absolute_error: 65.9211 - val_loss: 22248.8741 - val_mean_absolute_error: 114.5535
Epoch 4448/5000
148/148 [==============================] - 0s 34us/step - loss: 12745.8105 - mean_absolute_error: 65.9135 - val_loss: 22241.0476 - val_mean_absolute_error: 114.5302
Epoch 4449/5000
148/148 [==============================] - 0s 27us/step - loss: 12742.9990 - mean_absolute_error: 65.9058 - val_loss: 22233.2171 - val_mean_absolute_error: 114.5070
Epoch 4450/5000
148/148 [==============================] - 0s 27us/step - loss: 12740.1885 - mean_absolute_error: 65.8982 - val_loss: 22225.3775 - val_mean_absolute_error: 114.4837
Epoch 4451/5000
148/148 [==============================] - 0s 34us/step - loss: 12737.3760 - mean_absolute_error: 65.8905 - val_loss: 22217.5355 - val_mean_absolute_error: 114.4603
Epoch 4452/5000
148/148 [==============================] - 0s 27us/step - loss: 12734.5605 - mean_absolute_error: 65.8829 - val_loss: 22209.6905 - val_mean_absolute_error: 114.4370
Epoch 4453/5000
148/148 [==============================] - 0s 27us/step - loss: 12731.7461 - mean_absolute_error: 65.8752 - val_loss: 22201.8453 - val_mean_absolute_error: 114.4136
Epoch 4454/5000
148/148 [==============================] - 0s 41us/step - loss: 12728.9297 - mean_absolute_error: 65.8675 - val_loss: 22193.9947 - val_mean_absolute_error: 114.3903
Epoch 4455/5000
148/148 [==============================] - 0s 27us/step - loss: 12726.1123 - mean_absolute_error: 65.8598 - val_loss: 22186.1416 - val_mean_absolute_error: 114.3669
Epoch 4456/5000
148/148 [==============================] - 0s 20us/step - loss: 12723.2969 - mean_absolute_error: 65.8521 - val_loss: 22178.2891 - val_mean_absolute_error: 114.3435
Epoch 4457/5000
148/148 [==============================] - 0s 27us/step - loss: 12720.4795 - mean_absolute_error: 65.8444 - val_loss: 22170.4366 - val_mean_absolute_error: 114.3200
Epoch 4458/5000
148/148 [==============================] - 0s 27us/step - loss: 12717.6631 - mean_absolute_error: 65.8367 - val_loss: 22162.5803 - val_mean_absolute_error: 114.2966
Epoch 4459/5000
148/148 [==============================] - 0s 27us/step - loss: 12714.8457 - mean_absolute_error: 65.8290 - val_loss: 22154.7258 - val_mean_absolute_error: 114.2732
Epoch 4460/5000
148/148 [==============================] - 0s 20us/step - loss: 12712.0283 - mean_absolute_error: 65.8214 - val_loss: 22146.8697 - val_mean_absolute_error: 114.2497
Epoch 4461/5000
148/148 [==============================] - 0s 27us/step - loss: 12709.2109 - mean_absolute_error: 65.8139 - val_loss: 22139.0174 - val_mean_absolute_error: 114.2263
Epoch 4462/5000
148/148 [==============================] - 0s 34us/step - loss: 12706.3965 - mean_absolute_error: 65.8065 - val_loss: 22131.1668 - val_mean_absolute_error: 114.2028
Epoch 4463/5000
148/148 [==============================] - 0s 27us/step - loss: 12703.5801 - mean_absolute_error: 65.7990 - val_loss: 22123.3085 - val_mean_absolute_error: 114.1793
Epoch 4464/5000
148/148 [==============================] - 0s 34us/step - loss: 12700.7646 - mean_absolute_error: 65.7915 - val_loss: 22115.4601 - val_mean_absolute_error: 114.1559
Epoch 4465/5000
148/148 [==============================] - 0s 34us/step - loss: 12697.9492 - mean_absolute_error: 65.7840 - val_loss: 22107.6155 - val_mean_absolute_error: 114.1325
Epoch 4466/5000
148/148 [==============================] - 0s 27us/step - loss: 12695.1357 - mean_absolute_error: 65.7766 - val_loss: 22099.7688 - val_mean_absolute_error: 114.1092
Epoch 4467/5000
148/148 [==============================] - 0s 20us/step - loss: 12692.3223 - mean_absolute_error: 65.7691 - val_loss: 22091.9221 - val_mean_absolute_error: 114.0858
Epoch 4468/5000
148/148 [==============================] - 0s 88us/step - loss: 12689.5088 - mean_absolute_error: 65.7616 - val_loss: 22084.0814 - val_mean_absolute_error: 114.0624
Epoch 4469/5000
148/148 [==============================] - 0s 34us/step - loss: 12686.6973 - mean_absolute_error: 65.7542 - val_loss: 22076.2385 - val_mean_absolute_error: 114.0391
Epoch 4470/5000
148/148 [==============================] - 0s 27us/step - loss: 12683.8848 - mean_absolute_error: 65.7467 - val_loss: 22068.3995 - val_mean_absolute_error: 114.0157
Epoch 4471/5000
148/148 [==============================] - 0s 27us/step - loss: 12681.0752 - mean_absolute_error: 65.7392 - val_loss: 22060.5603 - val_mean_absolute_error: 113.9923
Epoch 4472/5000
148/148 [==============================] - 0s 34us/step - loss: 12678.2646 - mean_absolute_error: 65.7318 - val_loss: 22052.7272 - val_mean_absolute_error: 113.9689
Epoch 4473/5000
148/148 [==============================] - 0s 20us/step - loss: 12675.4551 - mean_absolute_error: 65.7243 - val_loss: 22044.8921 - val_mean_absolute_error: 113.9455
Epoch 4474/5000
148/148 [==============================] - 0s 27us/step - loss: 12672.6484 - mean_absolute_error: 65.7168 - val_loss: 22037.0584 - val_mean_absolute_error: 113.9222
Epoch 4475/5000
148/148 [==============================] - 0s 27us/step - loss: 12669.8389 - mean_absolute_error: 65.7093 - val_loss: 22029.2329 - val_mean_absolute_error: 113.8988
Epoch 4476/5000
148/148 [==============================] - 0s 27us/step - loss: 12667.0342 - mean_absolute_error: 65.7019 - val_loss: 22021.4035 - val_mean_absolute_error: 113.8754
Epoch 4477/5000
148/148 [==============================] - 0s 27us/step - loss: 12664.2285 - mean_absolute_error: 65.6944 - val_loss: 22013.5776 - val_mean_absolute_error: 113.8520
Epoch 4478/5000
148/148 [==============================] - 0s 27us/step - loss: 12661.4238 - mean_absolute_error: 65.6869 - val_loss: 22005.7557 - val_mean_absolute_error: 113.8286
Epoch 4479/5000
148/148 [==============================] - 0s 27us/step - loss: 12658.6211 - mean_absolute_error: 65.6795 - val_loss: 21997.9336 - val_mean_absolute_error: 113.8052
Epoch 4480/5000
148/148 [==============================] - 0s 27us/step - loss: 12655.8154 - mean_absolute_error: 65.6720 - val_loss: 21990.1173 - val_mean_absolute_error: 113.7818
Epoch 4481/5000
148/148 [==============================] - 0s 27us/step - loss: 12653.0156 - mean_absolute_error: 65.6645 - val_loss: 21982.3030 - val_mean_absolute_error: 113.7585
Epoch 4482/5000
148/148 [==============================] - 0s 34us/step - loss: 12650.2148 - mean_absolute_error: 65.6571 - val_loss: 21974.4886 - val_mean_absolute_error: 113.7351
Epoch 4483/5000
148/148 [==============================] - 0s 27us/step - loss: 12647.4150 - mean_absolute_error: 65.6496 - val_loss: 21966.6761 - val_mean_absolute_error: 113.7117
Epoch 4484/5000
148/148 [==============================] - 0s 20us/step - loss: 12644.6152 - mean_absolute_error: 65.6422 - val_loss: 21958.8712 - val_mean_absolute_error: 113.6883
Epoch 4485/5000
148/148 [==============================] - 0s 27us/step - loss: 12641.8164 - mean_absolute_error: 65.6347 - val_loss: 21951.0665 - val_mean_absolute_error: 113.6649
Epoch 4486/5000
148/148 [==============================] - 0s 27us/step - loss: 12639.0195 - mean_absolute_error: 65.6272 - val_loss: 21943.2594 - val_mean_absolute_error: 113.6415
Epoch 4487/5000
148/148 [==============================] - 0s 27us/step - loss: 12636.2236 - mean_absolute_error: 65.6198 - val_loss: 21935.4581 - val_mean_absolute_error: 113.6181
Epoch 4488/5000
148/148 [==============================] - 0s 20us/step - loss: 12633.4287 - mean_absolute_error: 65.6124 - val_loss: 21927.6610 - val_mean_absolute_error: 113.5947
Epoch 4489/5000
148/148 [==============================] - 0s 27us/step - loss: 12630.6348 - mean_absolute_error: 65.6049 - val_loss: 21919.8634 - val_mean_absolute_error: 113.5713
Epoch 4490/5000
148/148 [==============================] - 0s 27us/step - loss: 12627.8408 - mean_absolute_error: 65.5974 - val_loss: 21911.9867 - val_mean_absolute_error: 113.5478
Epoch 4491/5000
148/148 [==============================] - 0s 34us/step - loss: 12625.0488 - mean_absolute_error: 65.5900 - val_loss: 21904.0719 - val_mean_absolute_error: 113.5242
Epoch 4492/5000
148/148 [==============================] - 0s 27us/step - loss: 12622.2578 - mean_absolute_error: 65.5826 - val_loss: 21896.1584 - val_mean_absolute_error: 113.5006
Epoch 4493/5000
148/148 [==============================] - 0s 27us/step - loss: 12619.4678 - mean_absolute_error: 65.5751 - val_loss: 21888.2473 - val_mean_absolute_error: 113.4771
Epoch 4494/5000
148/148 [==============================] - 0s 27us/step - loss: 12616.6777 - mean_absolute_error: 65.5677 - val_loss: 21880.3436 - val_mean_absolute_error: 113.4535
Epoch 4495/5000
148/148 [==============================] - 0s 34us/step - loss: 12613.8896 - mean_absolute_error: 65.5603 - val_loss: 21872.4359 - val_mean_absolute_error: 113.4299
Epoch 4496/5000
148/148 [==============================] - 0s 27us/step - loss: 12611.0977 - mean_absolute_error: 65.5531 - val_loss: 21864.4858 - val_mean_absolute_error: 113.4062
Epoch 4497/5000
148/148 [==============================] - 0s 20us/step - loss: 12608.2539 - mean_absolute_error: 65.5459 - val_loss: 21856.4916 - val_mean_absolute_error: 113.3823
Epoch 4498/5000
148/148 [==============================] - 0s 27us/step - loss: 12605.3984 - mean_absolute_error: 65.5386 - val_loss: 21848.4623 - val_mean_absolute_error: 113.3583
Epoch 4499/5000
148/148 [==============================] - 0s 34us/step - loss: 12602.5371 - mean_absolute_error: 65.5312 - val_loss: 21840.4023 - val_mean_absolute_error: 113.3342
Epoch 4500/5000
148/148 [==============================] - 0s 27us/step - loss: 12599.6660 - mean_absolute_error: 65.5238 - val_loss: 21832.3073 - val_mean_absolute_error: 113.3099
Epoch 4501/5000
148/148 [==============================] - 0s 20us/step - loss: 12596.7900 - mean_absolute_error: 65.5164 - val_loss: 21824.1915 - val_mean_absolute_error: 113.2856
Epoch 4502/5000
148/148 [==============================] - 0s 41us/step - loss: 12593.9082 - mean_absolute_error: 65.5090 - val_loss: 21816.0559 - val_mean_absolute_error: 113.2612
Epoch 4503/5000
148/148 [==============================] - 0s 27us/step - loss: 12591.0186 - mean_absolute_error: 65.5015 - val_loss: 21807.8917 - val_mean_absolute_error: 113.2367
Epoch 4504/5000
148/148 [==============================] - 0s 27us/step - loss: 12588.1260 - mean_absolute_error: 65.4940 - val_loss: 21799.7136 - val_mean_absolute_error: 113.2121
Epoch 4505/5000
148/148 [==============================] - 0s 41us/step - loss: 12585.2285 - mean_absolute_error: 65.4866 - val_loss: 21791.5181 - val_mean_absolute_error: 113.1875
Epoch 4506/5000
148/148 [==============================] - 0s 27us/step - loss: 12582.3281 - mean_absolute_error: 65.4790 - val_loss: 21783.3111 - val_mean_absolute_error: 113.1628
Epoch 4507/5000
148/148 [==============================] - 0s 34us/step - loss: 12579.4248 - mean_absolute_error: 65.4715 - val_loss: 21775.0906 - val_mean_absolute_error: 113.1381
Epoch 4508/5000
148/148 [==============================] - 0s 27us/step - loss: 12576.5186 - mean_absolute_error: 65.4640 - val_loss: 21766.8621 - val_mean_absolute_error: 113.1133
Epoch 4509/5000
148/148 [==============================] - 0s 20us/step - loss: 12573.6113 - mean_absolute_error: 65.4564 - val_loss: 21758.6221 - val_mean_absolute_error: 113.0885
Epoch 4510/5000
148/148 [==============================] - 0s 27us/step - loss: 12570.7031 - mean_absolute_error: 65.4489 - val_loss: 21750.3742 - val_mean_absolute_error: 113.0636
Epoch 4511/5000
148/148 [==============================] - 0s 20us/step - loss: 12567.7910 - mean_absolute_error: 65.4413 - val_loss: 21742.1244 - val_mean_absolute_error: 113.0394
Epoch 4512/5000
148/148 [==============================] - 0s 27us/step - loss: 12564.8779 - mean_absolute_error: 65.4338 - val_loss: 21733.8649 - val_mean_absolute_error: 113.0153
Epoch 4513/5000
148/148 [==============================] - 0s 34us/step - loss: 12561.9697 - mean_absolute_error: 65.4263 - val_loss: 21725.5977 - val_mean_absolute_error: 112.9912
Epoch 4514/5000
148/148 [==============================] - 0s 20us/step - loss: 12559.0605 - mean_absolute_error: 65.4188 - val_loss: 21717.3320 - val_mean_absolute_error: 112.9671
Epoch 4515/5000
148/148 [==============================] - 0s 27us/step - loss: 12556.1523 - mean_absolute_error: 65.4113 - val_loss: 21709.0567 - val_mean_absolute_error: 112.9429
Epoch 4516/5000
148/148 [==============================] - 0s 27us/step - loss: 12553.2422 - mean_absolute_error: 65.4038 - val_loss: 21700.7833 - val_mean_absolute_error: 112.9187
Epoch 4517/5000
148/148 [==============================] - 0s 27us/step - loss: 12550.3340 - mean_absolute_error: 65.3964 - val_loss: 21692.5061 - val_mean_absolute_error: 112.8945
Epoch 4518/5000
148/148 [==============================] - 0s 34us/step - loss: 12547.4238 - mean_absolute_error: 65.3889 - val_loss: 21684.2246 - val_mean_absolute_error: 112.8702
Epoch 4519/5000
148/148 [==============================] - 0s 27us/step - loss: 12544.5146 - mean_absolute_error: 65.3814 - val_loss: 21675.9489 - val_mean_absolute_error: 112.8460
Epoch 4520/5000
148/148 [==============================] - 0s 34us/step - loss: 12541.6064 - mean_absolute_error: 65.3739 - val_loss: 21667.6654 - val_mean_absolute_error: 112.8217
Epoch 4521/5000
148/148 [==============================] - 0s 27us/step - loss: 12538.6982 - mean_absolute_error: 65.3664 - val_loss: 21659.3897 - val_mean_absolute_error: 112.7974
Epoch 4522/5000
148/148 [==============================] - 0s 27us/step - loss: 12535.7920 - mean_absolute_error: 65.3589 - val_loss: 21651.1097 - val_mean_absolute_error: 112.7731
Epoch 4523/5000
148/148 [==============================] - 0s 27us/step - loss: 12532.8848 - mean_absolute_error: 65.3514 - val_loss: 21642.8299 - val_mean_absolute_error: 112.7488
Epoch 4524/5000
148/148 [==============================] - 0s 34us/step - loss: 12529.9785 - mean_absolute_error: 65.3439 - val_loss: 21634.5540 - val_mean_absolute_error: 112.7245
Epoch 4525/5000
148/148 [==============================] - 0s 34us/step - loss: 12527.0742 - mean_absolute_error: 65.3364 - val_loss: 21626.2755 - val_mean_absolute_error: 112.7002
Epoch 4526/5000
148/148 [==============================] - 0s 27us/step - loss: 12524.1709 - mean_absolute_error: 65.3289 - val_loss: 21618.0030 - val_mean_absolute_error: 112.6759
Epoch 4527/5000
148/148 [==============================] - 0s 34us/step - loss: 12521.2598 - mean_absolute_error: 65.3213 - val_loss: 21609.7123 - val_mean_absolute_error: 112.6514
Epoch 4528/5000
148/148 [==============================] - 0s 20us/step - loss: 12518.3408 - mean_absolute_error: 65.3138 - val_loss: 21601.4073 - val_mean_absolute_error: 112.6269
Epoch 4529/5000
148/148 [==============================] - 0s 27us/step - loss: 12515.4199 - mean_absolute_error: 65.3062 - val_loss: 21593.0901 - val_mean_absolute_error: 112.6023
Epoch 4530/5000
148/148 [==============================] - 0s 27us/step - loss: 12512.4980 - mean_absolute_error: 65.2986 - val_loss: 21584.7627 - val_mean_absolute_error: 112.5776
Epoch 4531/5000
148/148 [==============================] - 0s 27us/step - loss: 12509.5762 - mean_absolute_error: 65.2910 - val_loss: 21576.4292 - val_mean_absolute_error: 112.5529
Epoch 4532/5000
148/148 [==============================] - 0s 27us/step - loss: 12506.6533 - mean_absolute_error: 65.2834 - val_loss: 21568.0853 - val_mean_absolute_error: 112.5281
Epoch 4533/5000
148/148 [==============================] - 0s 27us/step - loss: 12503.7314 - mean_absolute_error: 65.2759 - val_loss: 21559.7389 - val_mean_absolute_error: 112.5032
Epoch 4534/5000
148/148 [==============================] - 0s 27us/step - loss: 12500.8096 - mean_absolute_error: 65.2683 - val_loss: 21551.3866 - val_mean_absolute_error: 112.4783
Epoch 4535/5000
148/148 [==============================] - 0s 27us/step - loss: 12497.8867 - mean_absolute_error: 65.2607 - val_loss: 21543.0299 - val_mean_absolute_error: 112.4534
Epoch 4536/5000
148/148 [==============================] - 0s 27us/step - loss: 12494.9658 - mean_absolute_error: 65.2532 - val_loss: 21534.6708 - val_mean_absolute_error: 112.4285
Epoch 4537/5000
148/148 [==============================] - 0s 27us/step - loss: 12492.0430 - mean_absolute_error: 65.2456 - val_loss: 21526.3060 - val_mean_absolute_error: 112.4035
Epoch 4538/5000
148/148 [==============================] - 0s 27us/step - loss: 12489.1221 - mean_absolute_error: 65.2381 - val_loss: 21517.9403 - val_mean_absolute_error: 112.3784
Epoch 4539/5000
148/148 [==============================] - 0s 27us/step - loss: 12486.2021 - mean_absolute_error: 65.2305 - val_loss: 21509.5806 - val_mean_absolute_error: 112.3534
Epoch 4540/5000
148/148 [==============================] - 0s 20us/step - loss: 12483.2822 - mean_absolute_error: 65.2230 - val_loss: 21501.2126 - val_mean_absolute_error: 112.3283
Epoch 4541/5000
148/148 [==============================] - 0s 20us/step - loss: 12480.3633 - mean_absolute_error: 65.2154 - val_loss: 21492.8484 - val_mean_absolute_error: 112.3033
Epoch 4542/5000
148/148 [==============================] - 0s 34us/step - loss: 12477.4443 - mean_absolute_error: 65.2079 - val_loss: 21484.4819 - val_mean_absolute_error: 112.2782
Epoch 4543/5000
148/148 [==============================] - 0s 20us/step - loss: 12474.5264 - mean_absolute_error: 65.2004 - val_loss: 21476.1212 - val_mean_absolute_error: 112.2531
Epoch 4544/5000
148/148 [==============================] - 0s 27us/step - loss: 12471.6104 - mean_absolute_error: 65.1928 - val_loss: 21467.7581 - val_mean_absolute_error: 112.2279
Epoch 4545/5000
148/148 [==============================] - 0s 20us/step - loss: 12468.6953 - mean_absolute_error: 65.1853 - val_loss: 21459.4026 - val_mean_absolute_error: 112.2028
Epoch 4546/5000
148/148 [==============================] - 0s 27us/step - loss: 12465.7812 - mean_absolute_error: 65.1778 - val_loss: 21451.0431 - val_mean_absolute_error: 112.1777
Epoch 4547/5000
148/148 [==============================] - 0s 41us/step - loss: 12462.8662 - mean_absolute_error: 65.1702 - val_loss: 21442.6895 - val_mean_absolute_error: 112.1525
Epoch 4548/5000
148/148 [==============================] - 0s 27us/step - loss: 12459.9541 - mean_absolute_error: 65.1627 - val_loss: 21434.3352 - val_mean_absolute_error: 112.1274
Epoch 4549/5000
148/148 [==============================] - 0s 27us/step - loss: 12457.0410 - mean_absolute_error: 65.1552 - val_loss: 21425.9889 - val_mean_absolute_error: 112.1022
Epoch 4550/5000
148/148 [==============================] - 0s 27us/step - loss: 12454.1328 - mean_absolute_error: 65.1477 - val_loss: 21417.6421 - val_mean_absolute_error: 112.0771
Epoch 4551/5000
148/148 [==============================] - 0s 27us/step - loss: 12451.2256 - mean_absolute_error: 65.1401 - val_loss: 21409.3013 - val_mean_absolute_error: 112.0519
Epoch 4552/5000
148/148 [==============================] - 0s 34us/step - loss: 12448.3164 - mean_absolute_error: 65.1326 - val_loss: 21400.9620 - val_mean_absolute_error: 112.0268
Epoch 4553/5000
148/148 [==============================] - 0s 27us/step - loss: 12445.4092 - mean_absolute_error: 65.1251 - val_loss: 21392.6305 - val_mean_absolute_error: 112.0016
Epoch 4554/5000
148/148 [==============================] - 0s 27us/step - loss: 12442.5020 - mean_absolute_error: 65.1176 - val_loss: 21384.2985 - val_mean_absolute_error: 111.9765
Epoch 4555/5000
148/148 [==============================] - 0s 27us/step - loss: 12439.5908 - mean_absolute_error: 65.1099 - val_loss: 21375.9669 - val_mean_absolute_error: 111.9513
Epoch 4556/5000
148/148 [==============================] - 0s 27us/step - loss: 12436.6777 - mean_absolute_error: 65.1023 - val_loss: 21367.6465 - val_mean_absolute_error: 111.9262
Epoch 4557/5000
148/148 [==============================] - 0s 27us/step - loss: 12433.7656 - mean_absolute_error: 65.0947 - val_loss: 21359.3240 - val_mean_absolute_error: 111.9011
Epoch 4558/5000
148/148 [==============================] - 0s 34us/step - loss: 12430.8535 - mean_absolute_error: 65.0871 - val_loss: 21351.0089 - val_mean_absolute_error: 111.8760
Epoch 4559/5000
148/148 [==============================] - 0s 34us/step - loss: 12427.9453 - mean_absolute_error: 65.0795 - val_loss: 21342.6998 - val_mean_absolute_error: 111.8510
Epoch 4560/5000
148/148 [==============================] - 0s 34us/step - loss: 12425.0352 - mean_absolute_error: 65.0719 - val_loss: 21334.3925 - val_mean_absolute_error: 111.8260
Epoch 4561/5000
148/148 [==============================] - 0s 34us/step - loss: 12422.1279 - mean_absolute_error: 65.0643 - val_loss: 21326.0907 - val_mean_absolute_error: 111.8010
Epoch 4562/5000
148/148 [==============================] - 0s 20us/step - loss: 12419.2178 - mean_absolute_error: 65.0566 - val_loss: 21317.7947 - val_mean_absolute_error: 111.7760
Epoch 4563/5000
148/148 [==============================] - 0s 27us/step - loss: 12416.3125 - mean_absolute_error: 65.0490 - val_loss: 21309.5005 - val_mean_absolute_error: 111.7510
Epoch 4564/5000
148/148 [==============================] - 0s 27us/step - loss: 12413.4062 - mean_absolute_error: 65.0414 - val_loss: 21301.2120 - val_mean_absolute_error: 111.7261
Epoch 4565/5000
148/148 [==============================] - 0s 27us/step - loss: 12410.4941 - mean_absolute_error: 65.0337 - val_loss: 21292.9269 - val_mean_absolute_error: 111.7011
Epoch 4566/5000
148/148 [==============================] - 0s 27us/step - loss: 12407.5859 - mean_absolute_error: 65.0259 - val_loss: 21284.6457 - val_mean_absolute_error: 111.6761
Epoch 4567/5000
148/148 [==============================] - 0s 34us/step - loss: 12404.6777 - mean_absolute_error: 65.0182 - val_loss: 21276.3656 - val_mean_absolute_error: 111.6512
Epoch 4568/5000
148/148 [==============================] - 0s 27us/step - loss: 12401.7705 - mean_absolute_error: 65.0105 - val_loss: 21268.0954 - val_mean_absolute_error: 111.6262
Epoch 4569/5000
148/148 [==============================] - 0s 27us/step - loss: 12398.8623 - mean_absolute_error: 65.0028 - val_loss: 21259.8247 - val_mean_absolute_error: 111.6012
Epoch 4570/5000
148/148 [==============================] - 0s 34us/step - loss: 12395.9561 - mean_absolute_error: 64.9950 - val_loss: 21251.5596 - val_mean_absolute_error: 111.5763
Epoch 4571/5000
148/148 [==============================] - 0s 27us/step - loss: 12393.0518 - mean_absolute_error: 64.9873 - val_loss: 21243.2985 - val_mean_absolute_error: 111.5513
Epoch 4572/5000
148/148 [==============================] - 0s 27us/step - loss: 12390.1455 - mean_absolute_error: 64.9796 - val_loss: 21235.0427 - val_mean_absolute_error: 111.5264
Epoch 4573/5000
148/148 [==============================] - 0s 34us/step - loss: 12387.2432 - mean_absolute_error: 64.9718 - val_loss: 21226.7889 - val_mean_absolute_error: 111.5015
Epoch 4574/5000
148/148 [==============================] - 0s 34us/step - loss: 12384.3408 - mean_absolute_error: 64.9641 - val_loss: 21218.5384 - val_mean_absolute_error: 111.4765
Epoch 4575/5000
148/148 [==============================] - 0s 20us/step - loss: 12381.4355 - mean_absolute_error: 64.9564 - val_loss: 21210.2979 - val_mean_absolute_error: 111.4516
Epoch 4576/5000
148/148 [==============================] - 0s 34us/step - loss: 12378.5371 - mean_absolute_error: 64.9487 - val_loss: 21202.0547 - val_mean_absolute_error: 111.4267
Epoch 4577/5000
148/148 [==============================] - 0s 20us/step - loss: 12375.6357 - mean_absolute_error: 64.9410 - val_loss: 21193.8236 - val_mean_absolute_error: 111.4018
Epoch 4578/5000
148/148 [==============================] - 0s 20us/step - loss: 12372.7412 - mean_absolute_error: 64.9334 - val_loss: 21185.5860 - val_mean_absolute_error: 111.3768
Epoch 4579/5000
148/148 [==============================] - 0s 27us/step - loss: 12369.8467 - mean_absolute_error: 64.9258 - val_loss: 21177.3563 - val_mean_absolute_error: 111.3517
Epoch 4580/5000
148/148 [==============================] - 0s 27us/step - loss: 12366.9531 - mean_absolute_error: 64.9182 - val_loss: 21169.1342 - val_mean_absolute_error: 111.3267
Epoch 4581/5000
148/148 [==============================] - 0s 34us/step - loss: 12364.0596 - mean_absolute_error: 64.9106 - val_loss: 21160.9081 - val_mean_absolute_error: 111.3017
Epoch 4582/5000
148/148 [==============================] - 0s 27us/step - loss: 12361.1670 - mean_absolute_error: 64.9030 - val_loss: 21152.6955 - val_mean_absolute_error: 111.2767
Epoch 4583/5000
148/148 [==============================] - 0s 34us/step - loss: 12358.2783 - mean_absolute_error: 64.8954 - val_loss: 21144.4804 - val_mean_absolute_error: 111.2517
Epoch 4584/5000
148/148 [==============================] - 0s 27us/step - loss: 12355.3887 - mean_absolute_error: 64.8878 - val_loss: 21136.2772 - val_mean_absolute_error: 111.2266
Epoch 4585/5000
148/148 [==============================] - 0s 20us/step - loss: 12352.5020 - mean_absolute_error: 64.8802 - val_loss: 21128.0736 - val_mean_absolute_error: 111.2016
Epoch 4586/5000
148/148 [==============================] - 0s 27us/step - loss: 12349.6152 - mean_absolute_error: 64.8726 - val_loss: 21119.8758 - val_mean_absolute_error: 111.1766
Epoch 4587/5000
148/148 [==============================] - 0s 20us/step - loss: 12346.7285 - mean_absolute_error: 64.8650 - val_loss: 21111.6838 - val_mean_absolute_error: 111.1516
Epoch 4588/5000
148/148 [==============================] - 0s 27us/step - loss: 12343.8457 - mean_absolute_error: 64.8574 - val_loss: 21103.4973 - val_mean_absolute_error: 111.1267
Epoch 4589/5000
148/148 [==============================] - 0s 40us/step - loss: 12340.9629 - mean_absolute_error: 64.8498 - val_loss: 21095.3128 - val_mean_absolute_error: 111.1017
Epoch 4590/5000
148/148 [==============================] - 0s 20us/step - loss: 12338.0791 - mean_absolute_error: 64.8422 - val_loss: 21087.1357 - val_mean_absolute_error: 111.0767
Epoch 4591/5000
148/148 [==============================] - 0s 27us/step - loss: 12335.1992 - mean_absolute_error: 64.8346 - val_loss: 21078.9604 - val_mean_absolute_error: 111.0517
Epoch 4592/5000
148/148 [==============================] - 0s 34us/step - loss: 12332.3193 - mean_absolute_error: 64.8270 - val_loss: 21070.7947 - val_mean_absolute_error: 111.0268
Epoch 4593/5000
148/148 [==============================] - 0s 27us/step - loss: 12329.4424 - mean_absolute_error: 64.8194 - val_loss: 21062.6308 - val_mean_absolute_error: 111.0018
Epoch 4594/5000
148/148 [==============================] - 0s 27us/step - loss: 12326.5645 - mean_absolute_error: 64.8118 - val_loss: 21054.4688 - val_mean_absolute_error: 110.9769
Epoch 4595/5000
148/148 [==============================] - 0s 34us/step - loss: 12323.6885 - mean_absolute_error: 64.8042 - val_loss: 21046.3164 - val_mean_absolute_error: 110.9519
Epoch 4596/5000
148/148 [==============================] - 0s 34us/step - loss: 12320.8145 - mean_absolute_error: 64.7966 - val_loss: 21038.1616 - val_mean_absolute_error: 110.9270
Epoch 4597/5000
148/148 [==============================] - 0s 27us/step - loss: 12317.9404 - mean_absolute_error: 64.7890 - val_loss: 21030.0208 - val_mean_absolute_error: 110.9020
Epoch 4598/5000
148/148 [==============================] - 0s 34us/step - loss: 12315.0684 - mean_absolute_error: 64.7815 - val_loss: 21021.8757 - val_mean_absolute_error: 110.8771
Epoch 4599/5000
148/148 [==============================] - 0s 34us/step - loss: 12312.1953 - mean_absolute_error: 64.7739 - val_loss: 21013.7383 - val_mean_absolute_error: 110.8522
Epoch 4600/5000
148/148 [==============================] - 0s 27us/step - loss: 12309.3262 - mean_absolute_error: 64.7663 - val_loss: 21005.6105 - val_mean_absolute_error: 110.8273
Epoch 4601/5000
148/148 [==============================] - 0s 41us/step - loss: 12306.4570 - mean_absolute_error: 64.7587 - val_loss: 20997.4804 - val_mean_absolute_error: 110.8023
Epoch 4602/5000
148/148 [==============================] - 0s 41us/step - loss: 12303.5869 - mean_absolute_error: 64.7511 - val_loss: 20989.3580 - val_mean_absolute_error: 110.7774
Epoch 4603/5000
148/148 [==============================] - 0s 34us/step - loss: 12300.7217 - mean_absolute_error: 64.7435 - val_loss: 20981.2395 - val_mean_absolute_error: 110.7525
Epoch 4604/5000
148/148 [==============================] - 0s 27us/step - loss: 12297.8564 - mean_absolute_error: 64.7359 - val_loss: 20973.1267 - val_mean_absolute_error: 110.7276
Epoch 4605/5000
148/148 [==============================] - 0s 27us/step - loss: 12294.9902 - mean_absolute_error: 64.7284 - val_loss: 20965.0174 - val_mean_absolute_error: 110.7027
Epoch 4606/5000
148/148 [==============================] - 0s 27us/step - loss: 12292.1279 - mean_absolute_error: 64.7208 - val_loss: 20956.9162 - val_mean_absolute_error: 110.6779
Epoch 4607/5000
148/148 [==============================] - 0s 20us/step - loss: 12289.2646 - mean_absolute_error: 64.7132 - val_loss: 20948.8146 - val_mean_absolute_error: 110.6530
Epoch 4608/5000
148/148 [==============================] - 0s 34us/step - loss: 12286.3916 - mean_absolute_error: 64.7055 - val_loss: 20940.7087 - val_mean_absolute_error: 110.6281
Epoch 4609/5000
148/148 [==============================] - 0s 27us/step - loss: 12283.5088 - mean_absolute_error: 64.6976 - val_loss: 20932.6024 - val_mean_absolute_error: 110.6031
Epoch 4610/5000
148/148 [==============================] - 0s 27us/step - loss: 12280.6250 - mean_absolute_error: 64.6898 - val_loss: 20924.4880 - val_mean_absolute_error: 110.5781
Epoch 4611/5000
148/148 [==============================] - 0s 27us/step - loss: 12277.7402 - mean_absolute_error: 64.6820 - val_loss: 20916.3757 - val_mean_absolute_error: 110.5531
Epoch 4612/5000
148/148 [==============================] - 0s 27us/step - loss: 12274.8535 - mean_absolute_error: 64.6742 - val_loss: 20908.2587 - val_mean_absolute_error: 110.5281
Epoch 4613/5000
148/148 [==============================] - 0s 20us/step - loss: 12271.9678 - mean_absolute_error: 64.6664 - val_loss: 20900.1394 - val_mean_absolute_error: 110.5031
Epoch 4614/5000
148/148 [==============================] - 0s 34us/step - loss: 12269.0811 - mean_absolute_error: 64.6590 - val_loss: 20892.0241 - val_mean_absolute_error: 110.4780
Epoch 4615/5000
148/148 [==============================] - 0s 34us/step - loss: 12266.1943 - mean_absolute_error: 64.6518 - val_loss: 20883.9082 - val_mean_absolute_error: 110.4529
Epoch 4616/5000
148/148 [==============================] - 0s 27us/step - loss: 12263.3076 - mean_absolute_error: 64.6446 - val_loss: 20875.7902 - val_mean_absolute_error: 110.4278
Epoch 4617/5000
148/148 [==============================] - 0s 20us/step - loss: 12260.4219 - mean_absolute_error: 64.6374 - val_loss: 20867.6743 - val_mean_absolute_error: 110.4028
Epoch 4618/5000
148/148 [==============================] - 0s 27us/step - loss: 12257.5361 - mean_absolute_error: 64.6302 - val_loss: 20859.5619 - val_mean_absolute_error: 110.3776
Epoch 4619/5000
148/148 [==============================] - 0s 20us/step - loss: 12254.6504 - mean_absolute_error: 64.6231 - val_loss: 20851.4469 - val_mean_absolute_error: 110.3525
Epoch 4620/5000
148/148 [==============================] - 0s 34us/step - loss: 12251.7656 - mean_absolute_error: 64.6159 - val_loss: 20843.3381 - val_mean_absolute_error: 110.3274
Epoch 4621/5000
148/148 [==============================] - 0s 27us/step - loss: 12248.8799 - mean_absolute_error: 64.6087 - val_loss: 20835.2289 - val_mean_absolute_error: 110.3023
Epoch 4622/5000
148/148 [==============================] - 0s 27us/step - loss: 12245.9961 - mean_absolute_error: 64.6016 - val_loss: 20827.1271 - val_mean_absolute_error: 110.2772
Epoch 4623/5000
148/148 [==============================] - 0s 27us/step - loss: 12243.1113 - mean_absolute_error: 64.5944 - val_loss: 20819.0235 - val_mean_absolute_error: 110.2521
Epoch 4624/5000
148/148 [==============================] - 0s 20us/step - loss: 12240.2305 - mean_absolute_error: 64.5872 - val_loss: 20810.9237 - val_mean_absolute_error: 110.2269
Epoch 4625/5000
148/148 [==============================] - 0s 27us/step - loss: 12237.3477 - mean_absolute_error: 64.5801 - val_loss: 20802.8271 - val_mean_absolute_error: 110.2018
Epoch 4626/5000
148/148 [==============================] - 0s 27us/step - loss: 12234.4648 - mean_absolute_error: 64.5729 - val_loss: 20794.7370 - val_mean_absolute_error: 110.1767
Epoch 4627/5000
148/148 [==============================] - 0s 34us/step - loss: 12231.5859 - mean_absolute_error: 64.5658 - val_loss: 20786.6481 - val_mean_absolute_error: 110.1516
Epoch 4628/5000
148/148 [==============================] - 0s 27us/step - loss: 12228.7061 - mean_absolute_error: 64.5586 - val_loss: 20778.5629 - val_mean_absolute_error: 110.1264
Epoch 4629/5000
148/148 [==============================] - 0s 27us/step - loss: 12225.8262 - mean_absolute_error: 64.5515 - val_loss: 20770.4816 - val_mean_absolute_error: 110.1013
Epoch 4630/5000
148/148 [==============================] - 0s 27us/step - loss: 12222.9482 - mean_absolute_error: 64.5443 - val_loss: 20762.4060 - val_mean_absolute_error: 110.0762
Epoch 4631/5000
148/148 [==============================] - 0s 27us/step - loss: 12220.0723 - mean_absolute_error: 64.5372 - val_loss: 20754.3304 - val_mean_absolute_error: 110.0511
Epoch 4632/5000
148/148 [==============================] - 0s 27us/step - loss: 12217.1953 - mean_absolute_error: 64.5300 - val_loss: 20746.2623 - val_mean_absolute_error: 110.0260
Epoch 4633/5000
148/148 [==============================] - 0s 27us/step - loss: 12214.3193 - mean_absolute_error: 64.5229 - val_loss: 20738.1960 - val_mean_absolute_error: 110.0009
Epoch 4634/5000
148/148 [==============================] - 0s 27us/step - loss: 12211.4453 - mean_absolute_error: 64.5158 - val_loss: 20730.1373 - val_mean_absolute_error: 109.9758
Epoch 4635/5000
148/148 [==============================] - 0s 34us/step - loss: 12208.5723 - mean_absolute_error: 64.5086 - val_loss: 20722.0823 - val_mean_absolute_error: 109.9507
Epoch 4636/5000
148/148 [==============================] - 0s 27us/step - loss: 12205.6992 - mean_absolute_error: 64.5015 - val_loss: 20714.0297 - val_mean_absolute_error: 109.9256
Epoch 4637/5000
148/148 [==============================] - 0s 20us/step - loss: 12202.8281 - mean_absolute_error: 64.4943 - val_loss: 20705.9841 - val_mean_absolute_error: 109.9005
Epoch 4638/5000
148/148 [==============================] - 0s 27us/step - loss: 12199.9580 - mean_absolute_error: 64.4872 - val_loss: 20697.9385 - val_mean_absolute_error: 109.8754
Epoch 4639/5000
148/148 [==============================] - 0s 20us/step - loss: 12197.0488 - mean_absolute_error: 64.4800 - val_loss: 20689.7979 - val_mean_absolute_error: 109.8498
Epoch 4640/5000
148/148 [==============================] - 0s 27us/step - loss: 12194.1064 - mean_absolute_error: 64.4729 - val_loss: 20681.5183 - val_mean_absolute_error: 109.8235
Epoch 4641/5000
148/148 [==============================] - 0s 27us/step - loss: 12191.1396 - mean_absolute_error: 64.4658 - val_loss: 20673.1454 - val_mean_absolute_error: 109.7968
Epoch 4642/5000
148/148 [==============================] - 0s 27us/step - loss: 12188.1533 - mean_absolute_error: 64.4588 - val_loss: 20664.7021 - val_mean_absolute_error: 109.7696
Epoch 4643/5000
148/148 [==============================] - 0s 27us/step - loss: 12185.1455 - mean_absolute_error: 64.4518 - val_loss: 20656.2029 - val_mean_absolute_error: 109.7422
Epoch 4644/5000
148/148 [==============================] - 0s 34us/step - loss: 12182.1240 - mean_absolute_error: 64.4449 - val_loss: 20647.6551 - val_mean_absolute_error: 109.7144
Epoch 4645/5000
148/148 [==============================] - 0s 27us/step - loss: 12179.0889 - mean_absolute_error: 64.4380 - val_loss: 20639.0582 - val_mean_absolute_error: 109.6864
Epoch 4646/5000
148/148 [==============================] - 0s 20us/step - loss: 12176.0381 - mean_absolute_error: 64.4311 - val_loss: 20630.4244 - val_mean_absolute_error: 109.6582
Epoch 4647/5000
148/148 [==============================] - 0s 27us/step - loss: 12172.9785 - mean_absolute_error: 64.4243 - val_loss: 20621.7573 - val_mean_absolute_error: 109.6297
Epoch 4648/5000
148/148 [==============================] - 0s 34us/step - loss: 12169.9072 - mean_absolute_error: 64.4174 - val_loss: 20613.0610 - val_mean_absolute_error: 109.6011
Epoch 4649/5000
148/148 [==============================] - 0s 34us/step - loss: 12166.8281 - mean_absolute_error: 64.4107 - val_loss: 20604.3353 - val_mean_absolute_error: 109.5723
Epoch 4650/5000
148/148 [==============================] - 0s 20us/step - loss: 12163.7402 - mean_absolute_error: 64.4039 - val_loss: 20595.5899 - val_mean_absolute_error: 109.5434
Epoch 4651/5000
148/148 [==============================] - 0s 34us/step - loss: 12160.6465 - mean_absolute_error: 64.3971 - val_loss: 20586.8249 - val_mean_absolute_error: 109.5144
Epoch 4652/5000
148/148 [==============================] - 0s 20us/step - loss: 12157.5498 - mean_absolute_error: 64.3904 - val_loss: 20578.0438 - val_mean_absolute_error: 109.4852
Epoch 4653/5000
148/148 [==============================] - 0s 27us/step - loss: 12154.4463 - mean_absolute_error: 64.3836 - val_loss: 20569.2492 - val_mean_absolute_error: 109.4560
Epoch 4654/5000
148/148 [==============================] - 0s 41us/step - loss: 12151.3379 - mean_absolute_error: 64.3769 - val_loss: 20560.4422 - val_mean_absolute_error: 109.4267
Epoch 4655/5000
148/148 [==============================] - 0s 27us/step - loss: 12148.2266 - mean_absolute_error: 64.3702 - val_loss: 20551.6276 - val_mean_absolute_error: 109.3973
Epoch 4656/5000
148/148 [==============================] - 0s 27us/step - loss: 12145.1143 - mean_absolute_error: 64.3635 - val_loss: 20542.8045 - val_mean_absolute_error: 109.3679
Epoch 4657/5000
148/148 [==============================] - 0s 27us/step - loss: 12141.9980 - mean_absolute_error: 64.3568 - val_loss: 20533.9757 - val_mean_absolute_error: 109.3385
Epoch 4658/5000
148/148 [==============================] - 0s 27us/step - loss: 12138.8789 - mean_absolute_error: 64.3501 - val_loss: 20525.1465 - val_mean_absolute_error: 109.3089
Epoch 4659/5000
148/148 [==============================] - 0s 27us/step - loss: 12135.7656 - mean_absolute_error: 64.3434 - val_loss: 20516.3130 - val_mean_absolute_error: 109.2794
Epoch 4660/5000
148/148 [==============================] - 0s 20us/step - loss: 12132.6572 - mean_absolute_error: 64.3368 - val_loss: 20507.4774 - val_mean_absolute_error: 109.2498
Epoch 4661/5000
148/148 [==============================] - 0s 27us/step - loss: 12129.5518 - mean_absolute_error: 64.3302 - val_loss: 20498.6375 - val_mean_absolute_error: 109.2202
Epoch 4662/5000
148/148 [==============================] - 0s 34us/step - loss: 12126.4443 - mean_absolute_error: 64.3236 - val_loss: 20489.8032 - val_mean_absolute_error: 109.1906
Epoch 4663/5000
148/148 [==============================] - 0s 34us/step - loss: 12123.3379 - mean_absolute_error: 64.3169 - val_loss: 20480.9684 - val_mean_absolute_error: 109.1609
Epoch 4664/5000
148/148 [==============================] - 0s 20us/step - loss: 12120.2324 - mean_absolute_error: 64.3103 - val_loss: 20472.1395 - val_mean_absolute_error: 109.1313
Epoch 4665/5000
148/148 [==============================] - 0s 27us/step - loss: 12117.1279 - mean_absolute_error: 64.3036 - val_loss: 20463.3078 - val_mean_absolute_error: 109.1016
Epoch 4666/5000
148/148 [==============================] - 0s 27us/step - loss: 12114.0225 - mean_absolute_error: 64.2970 - val_loss: 20454.4840 - val_mean_absolute_error: 109.0719
Epoch 4667/5000
148/148 [==============================] - 0s 27us/step - loss: 12110.9199 - mean_absolute_error: 64.2903 - val_loss: 20445.6655 - val_mean_absolute_error: 109.0423
Epoch 4668/5000
148/148 [==============================] - 0s 27us/step - loss: 12107.8174 - mean_absolute_error: 64.2836 - val_loss: 20436.8509 - val_mean_absolute_error: 109.0126
Epoch 4669/5000
148/148 [==============================] - 0s 27us/step - loss: 12104.7178 - mean_absolute_error: 64.2769 - val_loss: 20428.0396 - val_mean_absolute_error: 108.9829
Epoch 4670/5000
148/148 [==============================] - 0s 34us/step - loss: 12101.6172 - mean_absolute_error: 64.2702 - val_loss: 20419.2340 - val_mean_absolute_error: 108.9533
Epoch 4671/5000
148/148 [==============================] - 0s 27us/step - loss: 12098.5195 - mean_absolute_error: 64.2635 - val_loss: 20410.4336 - val_mean_absolute_error: 108.9237
Epoch 4672/5000
148/148 [==============================] - 0s 27us/step - loss: 12095.4219 - mean_absolute_error: 64.2568 - val_loss: 20401.6390 - val_mean_absolute_error: 108.8942
Epoch 4673/5000
148/148 [==============================] - 0s 27us/step - loss: 12092.3281 - mean_absolute_error: 64.2501 - val_loss: 20392.8559 - val_mean_absolute_error: 108.8647
Epoch 4674/5000
148/148 [==============================] - 0s 27us/step - loss: 12089.2334 - mean_absolute_error: 64.2434 - val_loss: 20384.0741 - val_mean_absolute_error: 108.8352
Epoch 4675/5000
148/148 [==============================] - 0s 27us/step - loss: 12086.1416 - mean_absolute_error: 64.2366 - val_loss: 20375.3001 - val_mean_absolute_error: 108.8058
Epoch 4676/5000
148/148 [==============================] - 0s 27us/step - loss: 12083.0508 - mean_absolute_error: 64.2299 - val_loss: 20366.5352 - val_mean_absolute_error: 108.7764
Epoch 4677/5000
148/148 [==============================] - 0s 34us/step - loss: 12079.9639 - mean_absolute_error: 64.2231 - val_loss: 20357.7719 - val_mean_absolute_error: 108.7470
Epoch 4678/5000
148/148 [==============================] - 0s 34us/step - loss: 12076.8760 - mean_absolute_error: 64.2163 - val_loss: 20349.0224 - val_mean_absolute_error: 108.7176
Epoch 4679/5000
148/148 [==============================] - 0s 27us/step - loss: 12073.7910 - mean_absolute_error: 64.2096 - val_loss: 20340.2782 - val_mean_absolute_error: 108.6883
Epoch 4680/5000
148/148 [==============================] - 0s 27us/step - loss: 12070.7080 - mean_absolute_error: 64.2028 - val_loss: 20331.5414 - val_mean_absolute_error: 108.6589
Epoch 4681/5000
148/148 [==============================] - 0s 27us/step - loss: 12067.6270 - mean_absolute_error: 64.1960 - val_loss: 20322.8102 - val_mean_absolute_error: 108.6296
Epoch 4682/5000
148/148 [==============================] - 0s 34us/step - loss: 12064.5498 - mean_absolute_error: 64.1893 - val_loss: 20314.0846 - val_mean_absolute_error: 108.6004
Epoch 4683/5000
148/148 [==============================] - 0s 27us/step - loss: 12061.4766 - mean_absolute_error: 64.1826 - val_loss: 20305.3705 - val_mean_absolute_error: 108.5711
Epoch 4684/5000
148/148 [==============================] - 0s 20us/step - loss: 12058.4033 - mean_absolute_error: 64.1759 - val_loss: 20296.6599 - val_mean_absolute_error: 108.5419
Epoch 4685/5000
148/148 [==============================] - 0s 27us/step - loss: 12055.3330 - mean_absolute_error: 64.1692 - val_loss: 20287.9570 - val_mean_absolute_error: 108.5127
Epoch 4686/5000
148/148 [==============================] - 0s 34us/step - loss: 12052.2646 - mean_absolute_error: 64.1624 - val_loss: 20279.2614 - val_mean_absolute_error: 108.4835
Epoch 4687/5000
148/148 [==============================] - 0s 27us/step - loss: 12049.1973 - mean_absolute_error: 64.1557 - val_loss: 20270.5734 - val_mean_absolute_error: 108.4543
Epoch 4688/5000
148/148 [==============================] - 0s 27us/step - loss: 12046.1348 - mean_absolute_error: 64.1489 - val_loss: 20261.8909 - val_mean_absolute_error: 108.4251
Epoch 4689/5000
148/148 [==============================] - 0s 34us/step - loss: 12043.0723 - mean_absolute_error: 64.1422 - val_loss: 20253.2180 - val_mean_absolute_error: 108.3960
Epoch 4690/5000
148/148 [==============================] - 0s 27us/step - loss: 12040.0098 - mean_absolute_error: 64.1354 - val_loss: 20244.5526 - val_mean_absolute_error: 108.3669
Epoch 4691/5000
148/148 [==============================] - 0s 27us/step - loss: 12036.9531 - mean_absolute_error: 64.1286 - val_loss: 20235.8944 - val_mean_absolute_error: 108.3379
Epoch 4692/5000
148/148 [==============================] - 0s 34us/step - loss: 12033.8945 - mean_absolute_error: 64.1219 - val_loss: 20227.2404 - val_mean_absolute_error: 108.3088
Epoch 4693/5000
148/148 [==============================] - 0s 27us/step - loss: 12030.8389 - mean_absolute_error: 64.1151 - val_loss: 20218.5974 - val_mean_absolute_error: 108.2798
Epoch 4694/5000
148/148 [==============================] - 0s 27us/step - loss: 12027.7852 - mean_absolute_error: 64.1083 - val_loss: 20209.9599 - val_mean_absolute_error: 108.2508
Epoch 4695/5000
148/148 [==============================] - 0s 20us/step - loss: 12024.7344 - mean_absolute_error: 64.1015 - val_loss: 20201.3343 - val_mean_absolute_error: 108.2219
Epoch 4696/5000
148/148 [==============================] - 0s 27us/step - loss: 12021.6846 - mean_absolute_error: 64.0947 - val_loss: 20192.7122 - val_mean_absolute_error: 108.1930
Epoch 4697/5000
148/148 [==============================] - 0s 20us/step - loss: 12018.6289 - mean_absolute_error: 64.0877 - val_loss: 20184.0973 - val_mean_absolute_error: 108.1640
Epoch 4698/5000
148/148 [==============================] - 0s 27us/step - loss: 12015.5723 - mean_absolute_error: 64.0808 - val_loss: 20175.4864 - val_mean_absolute_error: 108.1351
Epoch 4699/5000
148/148 [==============================] - 0s 20us/step - loss: 12012.5166 - mean_absolute_error: 64.0738 - val_loss: 20166.8846 - val_mean_absolute_error: 108.1063
Epoch 4700/5000
148/148 [==============================] - 0s 34us/step - loss: 12009.4609 - mean_absolute_error: 64.0668 - val_loss: 20158.2809 - val_mean_absolute_error: 108.0774
Epoch 4701/5000
148/148 [==============================] - 0s 34us/step - loss: 12006.4092 - mean_absolute_error: 64.0599 - val_loss: 20149.6888 - val_mean_absolute_error: 108.0486
Epoch 4702/5000
148/148 [==============================] - 0s 27us/step - loss: 12003.3564 - mean_absolute_error: 64.0529 - val_loss: 20141.1060 - val_mean_absolute_error: 108.0198
Epoch 4703/5000
148/148 [==============================] - 0s 27us/step - loss: 12000.3057 - mean_absolute_error: 64.0459 - val_loss: 20132.5251 - val_mean_absolute_error: 107.9910
Epoch 4704/5000
148/148 [==============================] - 0s 27us/step - loss: 11997.2529 - mean_absolute_error: 64.0389 - val_loss: 20123.9477 - val_mean_absolute_error: 107.9623
Epoch 4705/5000
148/148 [==============================] - 0s 27us/step - loss: 11994.2070 - mean_absolute_error: 64.0319 - val_loss: 20115.3569 - val_mean_absolute_error: 107.9335
Epoch 4706/5000
148/148 [==============================] - 0s 34us/step - loss: 11991.1582 - mean_absolute_error: 64.0250 - val_loss: 20106.7676 - val_mean_absolute_error: 107.9047
Epoch 4707/5000
148/148 [==============================] - 0s 27us/step - loss: 11988.1104 - mean_absolute_error: 64.0180 - val_loss: 20098.1879 - val_mean_absolute_error: 107.8759
Epoch 4708/5000
148/148 [==============================] - 0s 27us/step - loss: 11985.0654 - mean_absolute_error: 64.0110 - val_loss: 20089.6174 - val_mean_absolute_error: 107.8472
Epoch 4709/5000
148/148 [==============================] - 0s 27us/step - loss: 11982.0215 - mean_absolute_error: 64.0040 - val_loss: 20081.0529 - val_mean_absolute_error: 107.8185
Epoch 4710/5000
148/148 [==============================] - 0s 27us/step - loss: 11978.9785 - mean_absolute_error: 63.9969 - val_loss: 20072.4981 - val_mean_absolute_error: 107.7898
Epoch 4711/5000
148/148 [==============================] - 0s 20us/step - loss: 11975.9375 - mean_absolute_error: 63.9899 - val_loss: 20063.9486 - val_mean_absolute_error: 107.7612
Epoch 4712/5000
148/148 [==============================] - 0s 27us/step - loss: 11972.8994 - mean_absolute_error: 63.9829 - val_loss: 20055.3991 - val_mean_absolute_error: 107.7325
Epoch 4713/5000
148/148 [==============================] - 0s 34us/step - loss: 11969.8604 - mean_absolute_error: 63.9759 - val_loss: 20046.8648 - val_mean_absolute_error: 107.7039
Epoch 4714/5000
148/148 [==============================] - 0s 20us/step - loss: 11966.8242 - mean_absolute_error: 63.9689 - val_loss: 20038.3361 - val_mean_absolute_error: 107.6753
Epoch 4715/5000
148/148 [==============================] - 0s 27us/step - loss: 11963.7881 - mean_absolute_error: 63.9618 - val_loss: 20029.8111 - val_mean_absolute_error: 107.6468
Epoch 4716/5000
148/148 [==============================] - 0s 20us/step - loss: 11960.7529 - mean_absolute_error: 63.9548 - val_loss: 20021.2955 - val_mean_absolute_error: 107.6182
Epoch 4717/5000
148/148 [==============================] - 0s 27us/step - loss: 11957.7217 - mean_absolute_error: 63.9478 - val_loss: 20012.7858 - val_mean_absolute_error: 107.5897
Epoch 4718/5000
148/148 [==============================] - 0s 27us/step - loss: 11954.6895 - mean_absolute_error: 63.9407 - val_loss: 20004.2835 - val_mean_absolute_error: 107.5612
Epoch 4719/5000
148/148 [==============================] - 0s 34us/step - loss: 11951.6602 - mean_absolute_error: 63.9336 - val_loss: 19995.7869 - val_mean_absolute_error: 107.5327
Epoch 4720/5000
148/148 [==============================] - 0s 20us/step - loss: 11948.6328 - mean_absolute_error: 63.9266 - val_loss: 19987.2981 - val_mean_absolute_error: 107.5043
Epoch 4721/5000
148/148 [==============================] - 0s 27us/step - loss: 11945.6064 - mean_absolute_error: 63.9195 - val_loss: 19978.8186 - val_mean_absolute_error: 107.4759
Epoch 4722/5000
148/148 [==============================] - 0s 41us/step - loss: 11942.5811 - mean_absolute_error: 63.9125 - val_loss: 19970.3427 - val_mean_absolute_error: 107.4475
Epoch 4723/5000
148/148 [==============================] - 0s 27us/step - loss: 11939.5557 - mean_absolute_error: 63.9054 - val_loss: 19961.8744 - val_mean_absolute_error: 107.4191
Epoch 4724/5000
148/148 [==============================] - 0s 20us/step - loss: 11936.5342 - mean_absolute_error: 63.8983 - val_loss: 19953.4138 - val_mean_absolute_error: 107.3907
Epoch 4725/5000
148/148 [==============================] - 0s 20us/step - loss: 11933.5137 - mean_absolute_error: 63.8912 - val_loss: 19944.9609 - val_mean_absolute_error: 107.3624
Epoch 4726/5000
148/148 [==============================] - 0s 20us/step - loss: 11930.4912 - mean_absolute_error: 63.8841 - val_loss: 19936.5096 - val_mean_absolute_error: 107.3340
Epoch 4727/5000
148/148 [==============================] - 0s 34us/step - loss: 11927.4707 - mean_absolute_error: 63.8771 - val_loss: 19928.0702 - val_mean_absolute_error: 107.3058
Epoch 4728/5000
148/148 [==============================] - 0s 34us/step - loss: 11924.4502 - mean_absolute_error: 63.8701 - val_loss: 19919.6351 - val_mean_absolute_error: 107.2774
Epoch 4729/5000
148/148 [==============================] - 0s 20us/step - loss: 11921.4326 - mean_absolute_error: 63.8631 - val_loss: 19911.2034 - val_mean_absolute_error: 107.2490
Epoch 4730/5000
148/148 [==============================] - 0s 27us/step - loss: 11918.4160 - mean_absolute_error: 63.8561 - val_loss: 19902.7799 - val_mean_absolute_error: 107.2207
Epoch 4731/5000
148/148 [==============================] - 0s 20us/step - loss: 11915.3994 - mean_absolute_error: 63.8491 - val_loss: 19894.3621 - val_mean_absolute_error: 107.1924
Epoch 4732/5000
148/148 [==============================] - 0s 27us/step - loss: 11912.3848 - mean_absolute_error: 63.8421 - val_loss: 19885.9559 - val_mean_absolute_error: 107.1641
Epoch 4733/5000
148/148 [==============================] - 0s 27us/step - loss: 11909.3730 - mean_absolute_error: 63.8350 - val_loss: 19877.5540 - val_mean_absolute_error: 107.1358
Epoch 4734/5000
148/148 [==============================] - 0s 41us/step - loss: 11906.3594 - mean_absolute_error: 63.8280 - val_loss: 19869.1555 - val_mean_absolute_error: 107.1076
Epoch 4735/5000
148/148 [==============================] - 0s 20us/step - loss: 11903.3496 - mean_absolute_error: 63.8210 - val_loss: 19860.7686 - val_mean_absolute_error: 107.0794
Epoch 4736/5000
148/148 [==============================] - 0s 27us/step - loss: 11900.3408 - mean_absolute_error: 63.8140 - val_loss: 19852.3859 - val_mean_absolute_error: 107.0511
Epoch 4737/5000
148/148 [==============================] - 0s 27us/step - loss: 11897.3320 - mean_absolute_error: 63.8070 - val_loss: 19844.0108 - val_mean_absolute_error: 107.0230
Epoch 4738/5000
148/148 [==============================] - 0s 27us/step - loss: 11894.3281 - mean_absolute_error: 63.7999 - val_loss: 19835.6414 - val_mean_absolute_error: 106.9948
Epoch 4739/5000
148/148 [==============================] - 0s 27us/step - loss: 11891.3223 - mean_absolute_error: 63.7929 - val_loss: 19827.2815 - val_mean_absolute_error: 106.9666
Epoch 4740/5000
148/148 [==============================] - 0s 34us/step - loss: 11888.3193 - mean_absolute_error: 63.7859 - val_loss: 19818.9239 - val_mean_absolute_error: 106.9385
Epoch 4741/5000
148/148 [==============================] - 0s 27us/step - loss: 11885.3174 - mean_absolute_error: 63.7788 - val_loss: 19810.5774 - val_mean_absolute_error: 106.9104
Epoch 4742/5000
148/148 [==============================] - 0s 27us/step - loss: 11882.3164 - mean_absolute_error: 63.7718 - val_loss: 19802.2369 - val_mean_absolute_error: 106.8823
Epoch 4743/5000
148/148 [==============================] - 0s 20us/step - loss: 11879.3174 - mean_absolute_error: 63.7647 - val_loss: 19793.9020 - val_mean_absolute_error: 106.8542
Epoch 4744/5000
148/148 [==============================] - 0s 34us/step - loss: 11876.3203 - mean_absolute_error: 63.7577 - val_loss: 19785.5748 - val_mean_absolute_error: 106.8262
Epoch 4745/5000
148/148 [==============================] - 0s 27us/step - loss: 11873.3242 - mean_absolute_error: 63.7506 - val_loss: 19777.2517 - val_mean_absolute_error: 106.7981
Epoch 4746/5000
148/148 [==============================] - 0s 20us/step - loss: 11870.3301 - mean_absolute_error: 63.7436 - val_loss: 19768.9359 - val_mean_absolute_error: 106.7701
Epoch 4747/5000
148/148 [==============================] - 0s 20us/step - loss: 11867.3359 - mean_absolute_error: 63.7365 - val_loss: 19760.6395 - val_mean_absolute_error: 106.7421
Epoch 4748/5000
148/148 [==============================] - 0s 41us/step - loss: 11864.3447 - mean_absolute_error: 63.7294 - val_loss: 19752.3526 - val_mean_absolute_error: 106.7142
Epoch 4749/5000
148/148 [==============================] - 0s 20us/step - loss: 11861.3555 - mean_absolute_error: 63.7224 - val_loss: 19744.0697 - val_mean_absolute_error: 106.6862
Epoch 4750/5000
148/148 [==============================] - 0s 27us/step - loss: 11858.3662 - mean_absolute_error: 63.7153 - val_loss: 19735.7963 - val_mean_absolute_error: 106.6583
Epoch 4751/5000
148/148 [==============================] - 0s 27us/step - loss: 11855.3789 - mean_absolute_error: 63.7082 - val_loss: 19727.5286 - val_mean_absolute_error: 106.6304
Epoch 4752/5000
148/148 [==============================] - 0s 27us/step - loss: 11852.3926 - mean_absolute_error: 63.7011 - val_loss: 19719.2687 - val_mean_absolute_error: 106.6025
Epoch 4753/5000
148/148 [==============================] - 0s 20us/step - loss: 11849.4092 - mean_absolute_error: 63.6940 - val_loss: 19711.0107 - val_mean_absolute_error: 106.5747
Epoch 4754/5000
148/148 [==============================] - 0s 27us/step - loss: 11846.4160 - mean_absolute_error: 63.6868 - val_loss: 19702.7563 - val_mean_absolute_error: 106.5468
Epoch 4755/5000
148/148 [==============================] - 0s 34us/step - loss: 11843.4219 - mean_absolute_error: 63.6796 - val_loss: 19694.4981 - val_mean_absolute_error: 106.5189
Epoch 4756/5000
148/148 [==============================] - 0s 27us/step - loss: 11840.4268 - mean_absolute_error: 63.6723 - val_loss: 19686.2422 - val_mean_absolute_error: 106.4910
Epoch 4757/5000
148/148 [==============================] - 0s 27us/step - loss: 11837.4326 - mean_absolute_error: 63.6651 - val_loss: 19677.9878 - val_mean_absolute_error: 106.4631
Epoch 4758/5000
148/148 [==============================] - 0s 27us/step - loss: 11834.4385 - mean_absolute_error: 63.6578 - val_loss: 19669.7377 - val_mean_absolute_error: 106.4351
Epoch 4759/5000
148/148 [==============================] - 0s 27us/step - loss: 11831.4434 - mean_absolute_error: 63.6506 - val_loss: 19661.4853 - val_mean_absolute_error: 106.4072
Epoch 4760/5000
148/148 [==============================] - 0s 20us/step - loss: 11828.4521 - mean_absolute_error: 63.6433 - val_loss: 19653.2390 - val_mean_absolute_error: 106.3793
Epoch 4761/5000
148/148 [==============================] - 0s 34us/step - loss: 11825.4600 - mean_absolute_error: 63.6361 - val_loss: 19644.9945 - val_mean_absolute_error: 106.3514
Epoch 4762/5000
148/148 [==============================] - 0s 27us/step - loss: 11822.4697 - mean_absolute_error: 63.6288 - val_loss: 19636.7536 - val_mean_absolute_error: 106.3234
Epoch 4763/5000
148/148 [==============================] - 0s 34us/step - loss: 11819.4785 - mean_absolute_error: 63.6215 - val_loss: 19628.5151 - val_mean_absolute_error: 106.2955
Epoch 4764/5000
148/148 [==============================] - 0s 34us/step - loss: 11816.4863 - mean_absolute_error: 63.6143 - val_loss: 19620.2821 - val_mean_absolute_error: 106.2676
Epoch 4765/5000
148/148 [==============================] - 0s 20us/step - loss: 11813.5000 - mean_absolute_error: 63.6070 - val_loss: 19612.0508 - val_mean_absolute_error: 106.2397
Epoch 4766/5000
148/148 [==============================] - 0s 27us/step - loss: 11810.5127 - mean_absolute_error: 63.5998 - val_loss: 19603.8292 - val_mean_absolute_error: 106.2118
Epoch 4767/5000
148/148 [==============================] - 0s 20us/step - loss: 11807.5264 - mean_absolute_error: 63.5925 - val_loss: 19595.6099 - val_mean_absolute_error: 106.1839
Epoch 4768/5000
148/148 [==============================] - 0s 20us/step - loss: 11804.5410 - mean_absolute_error: 63.5852 - val_loss: 19587.3922 - val_mean_absolute_error: 106.1560
Epoch 4769/5000
148/148 [==============================] - 0s 27us/step - loss: 11801.5566 - mean_absolute_error: 63.5780 - val_loss: 19579.1841 - val_mean_absolute_error: 106.1281
Epoch 4770/5000
148/148 [==============================] - 0s 34us/step - loss: 11798.5752 - mean_absolute_error: 63.5707 - val_loss: 19570.9779 - val_mean_absolute_error: 106.1003
Epoch 4771/5000
148/148 [==============================] - 0s 40us/step - loss: 11795.5938 - mean_absolute_error: 63.5634 - val_loss: 19562.7774 - val_mean_absolute_error: 106.0724
Epoch 4772/5000
148/148 [==============================] - 0s 27us/step - loss: 11792.6143 - mean_absolute_error: 63.5561 - val_loss: 19554.5824 - val_mean_absolute_error: 106.0446
Epoch 4773/5000
148/148 [==============================] - 0s 20us/step - loss: 11789.6006 - mean_absolute_error: 63.5488 - val_loss: 19546.3361 - val_mean_absolute_error: 106.0165
Epoch 4774/5000
148/148 [==============================] - 0s 34us/step - loss: 11786.5527 - mean_absolute_error: 63.5414 - val_loss: 19538.0491 - val_mean_absolute_error: 105.9881
Epoch 4775/5000
148/148 [==============================] - 0s 20us/step - loss: 11783.4902 - mean_absolute_error: 63.5339 - val_loss: 19529.7211 - val_mean_absolute_error: 105.9595
Epoch 4776/5000
148/148 [==============================] - 0s 27us/step - loss: 11780.4141 - mean_absolute_error: 63.5265 - val_loss: 19521.3620 - val_mean_absolute_error: 105.9308
Epoch 4777/5000
148/148 [==============================] - 0s 34us/step - loss: 11777.3271 - mean_absolute_error: 63.5190 - val_loss: 19512.9715 - val_mean_absolute_error: 105.9019
Epoch 4778/5000
148/148 [==============================] - 0s 27us/step - loss: 11774.2285 - mean_absolute_error: 63.5114 - val_loss: 19504.5592 - val_mean_absolute_error: 105.8728
Epoch 4779/5000
148/148 [==============================] - 0s 27us/step - loss: 11771.1201 - mean_absolute_error: 63.5039 - val_loss: 19496.1189 - val_mean_absolute_error: 105.8436
Epoch 4780/5000
148/148 [==============================] - 0s 27us/step - loss: 11768.0039 - mean_absolute_error: 63.4963 - val_loss: 19487.6642 - val_mean_absolute_error: 105.8143
Epoch 4781/5000
148/148 [==============================] - 0s 34us/step - loss: 11764.8809 - mean_absolute_error: 63.4887 - val_loss: 19479.1907 - val_mean_absolute_error: 105.7848
Epoch 4782/5000
148/148 [==============================] - 0s 20us/step - loss: 11761.7510 - mean_absolute_error: 63.4811 - val_loss: 19470.7030 - val_mean_absolute_error: 105.7553
Epoch 4783/5000
148/148 [==============================] - 0s 20us/step - loss: 11758.6162 - mean_absolute_error: 63.4735 - val_loss: 19462.2060 - val_mean_absolute_error: 105.7257
Epoch 4784/5000
148/148 [==============================] - 0s 27us/step - loss: 11755.4785 - mean_absolute_error: 63.4658 - val_loss: 19453.7001 - val_mean_absolute_error: 105.6961
Epoch 4785/5000
148/148 [==============================] - 0s 34us/step - loss: 11752.3350 - mean_absolute_error: 63.4582 - val_loss: 19445.1849 - val_mean_absolute_error: 105.6664
Epoch 4786/5000
148/148 [==============================] - 0s 27us/step - loss: 11749.1885 - mean_absolute_error: 63.4505 - val_loss: 19436.6666 - val_mean_absolute_error: 105.6366
Epoch 4787/5000
148/148 [==============================] - 0s 27us/step - loss: 11746.0391 - mean_absolute_error: 63.4429 - val_loss: 19428.1424 - val_mean_absolute_error: 105.6068
Epoch 4788/5000
148/148 [==============================] - 0s 27us/step - loss: 11742.8896 - mean_absolute_error: 63.4352 - val_loss: 19419.6133 - val_mean_absolute_error: 105.5770
Epoch 4789/5000
148/148 [==============================] - 0s 27us/step - loss: 11739.7354 - mean_absolute_error: 63.4275 - val_loss: 19411.0861 - val_mean_absolute_error: 105.5471
Epoch 4790/5000
148/148 [==============================] - 0s 27us/step - loss: 11736.5791 - mean_absolute_error: 63.4198 - val_loss: 19402.5574 - val_mean_absolute_error: 105.5172
Epoch 4791/5000
148/148 [==============================] - 0s 27us/step - loss: 11733.4248 - mean_absolute_error: 63.4120 - val_loss: 19394.0304 - val_mean_absolute_error: 105.4873
Epoch 4792/5000
148/148 [==============================] - 0s 34us/step - loss: 11730.2686 - mean_absolute_error: 63.4045 - val_loss: 19385.5039 - val_mean_absolute_error: 105.4574
Epoch 4793/5000
148/148 [==============================] - 0s 20us/step - loss: 11727.1113 - mean_absolute_error: 63.3971 - val_loss: 19376.9811 - val_mean_absolute_error: 105.4275
Epoch 4794/5000
148/148 [==============================] - 0s 20us/step - loss: 11723.9551 - mean_absolute_error: 63.3898 - val_loss: 19368.4586 - val_mean_absolute_error: 105.3976
Epoch 4795/5000
148/148 [==============================] - 0s 20us/step - loss: 11720.7979 - mean_absolute_error: 63.3825 - val_loss: 19359.9419 - val_mean_absolute_error: 105.3677
Epoch 4796/5000
148/148 [==============================] - 0s 27us/step - loss: 11717.6406 - mean_absolute_error: 63.3751 - val_loss: 19351.4310 - val_mean_absolute_error: 105.3378
Epoch 4797/5000
148/148 [==============================] - 0s 27us/step - loss: 11714.4844 - mean_absolute_error: 63.3678 - val_loss: 19342.9260 - val_mean_absolute_error: 105.3078
Epoch 4798/5000
148/148 [==============================] - 0s 27us/step - loss: 11711.3301 - mean_absolute_error: 63.3604 - val_loss: 19334.4748 - val_mean_absolute_error: 105.2780
Epoch 4799/5000
148/148 [==============================] - 0s 34us/step - loss: 11708.1748 - mean_absolute_error: 63.3531 - val_loss: 19326.0333 - val_mean_absolute_error: 105.2482
Epoch 4800/5000
148/148 [==============================] - 0s 27us/step - loss: 11705.0215 - mean_absolute_error: 63.3457 - val_loss: 19317.5977 - val_mean_absolute_error: 105.2186
Epoch 4801/5000
148/148 [==============================] - 0s 20us/step - loss: 11701.8682 - mean_absolute_error: 63.3384 - val_loss: 19309.1675 - val_mean_absolute_error: 105.1891
Epoch 4802/5000
148/148 [==============================] - 0s 27us/step - loss: 11698.7158 - mean_absolute_error: 63.3310 - val_loss: 19300.7414 - val_mean_absolute_error: 105.1595
Epoch 4803/5000
148/148 [==============================] - 0s 27us/step - loss: 11695.5645 - mean_absolute_error: 63.3236 - val_loss: 19292.3227 - val_mean_absolute_error: 105.1301
Epoch 4804/5000
148/148 [==============================] - 0s 27us/step - loss: 11692.4160 - mean_absolute_error: 63.3163 - val_loss: 19283.8908 - val_mean_absolute_error: 105.1005
Epoch 4805/5000
148/148 [==============================] - 0s 20us/step - loss: 11689.2676 - mean_absolute_error: 63.3089 - val_loss: 19275.4644 - val_mean_absolute_error: 105.0710
Epoch 4806/5000
148/148 [==============================] - 0s 34us/step - loss: 11686.1221 - mean_absolute_error: 63.3015 - val_loss: 19267.0494 - val_mean_absolute_error: 105.0415
Epoch 4807/5000
148/148 [==============================] - 0s 27us/step - loss: 11682.9766 - mean_absolute_error: 63.2941 - val_loss: 19258.6402 - val_mean_absolute_error: 105.0120
Epoch 4808/5000
148/148 [==============================] - 0s 20us/step - loss: 11679.8330 - mean_absolute_error: 63.2868 - val_loss: 19250.2406 - val_mean_absolute_error: 104.9825
Epoch 4809/5000
148/148 [==============================] - 0s 27us/step - loss: 11676.6904 - mean_absolute_error: 63.2794 - val_loss: 19241.8445 - val_mean_absolute_error: 104.9531
Epoch 4810/5000
148/148 [==============================] - 0s 27us/step - loss: 11673.5508 - mean_absolute_error: 63.2720 - val_loss: 19233.4580 - val_mean_absolute_error: 104.9236
Epoch 4811/5000
148/148 [==============================] - 0s 27us/step - loss: 11670.4111 - mean_absolute_error: 63.2646 - val_loss: 19225.0811 - val_mean_absolute_error: 104.8942
Epoch 4812/5000
148/148 [==============================] - 0s 27us/step - loss: 11667.2744 - mean_absolute_error: 63.2572 - val_loss: 19216.7158 - val_mean_absolute_error: 104.8649
Epoch 4813/5000
148/148 [==============================] - 0s 27us/step - loss: 11664.1387 - mean_absolute_error: 63.2498 - val_loss: 19208.3522 - val_mean_absolute_error: 104.8355
Epoch 4814/5000
148/148 [==============================] - 0s 34us/step - loss: 11661.0049 - mean_absolute_error: 63.2424 - val_loss: 19199.9997 - val_mean_absolute_error: 104.8061
Epoch 4815/5000
148/148 [==============================] - 0s 27us/step - loss: 11657.8721 - mean_absolute_error: 63.2350 - val_loss: 19191.6571 - val_mean_absolute_error: 104.7768
Epoch 4816/5000
148/148 [==============================] - 0s 27us/step - loss: 11654.7422 - mean_absolute_error: 63.2276 - val_loss: 19183.3220 - val_mean_absolute_error: 104.7475
Epoch 4817/5000
148/148 [==============================] - 0s 27us/step - loss: 11651.6152 - mean_absolute_error: 63.2202 - val_loss: 19174.9946 - val_mean_absolute_error: 104.7182
Epoch 4818/5000
148/148 [==============================] - 0s 27us/step - loss: 11648.4883 - mean_absolute_error: 63.2128 - val_loss: 19166.6786 - val_mean_absolute_error: 104.6890
Epoch 4819/5000
148/148 [==============================] - 0s 27us/step - loss: 11645.3633 - mean_absolute_error: 63.2053 - val_loss: 19158.3681 - val_mean_absolute_error: 104.6597
Epoch 4820/5000
148/148 [==============================] - 0s 34us/step - loss: 11642.2402 - mean_absolute_error: 63.1979 - val_loss: 19150.0654 - val_mean_absolute_error: 104.6305
Epoch 4821/5000
148/148 [==============================] - 0s 27us/step - loss: 11639.1201 - mean_absolute_error: 63.1905 - val_loss: 19141.7759 - val_mean_absolute_error: 104.6013
Epoch 4822/5000
148/148 [==============================] - 0s 27us/step - loss: 11636.0010 - mean_absolute_error: 63.1831 - val_loss: 19133.4920 - val_mean_absolute_error: 104.5722
Epoch 4823/5000
148/148 [==============================] - 0s 27us/step - loss: 11632.8848 - mean_absolute_error: 63.1757 - val_loss: 19125.2158 - val_mean_absolute_error: 104.5430
Epoch 4824/5000
148/148 [==============================] - 0s 27us/step - loss: 11629.7666 - mean_absolute_error: 63.1683 - val_loss: 19116.9449 - val_mean_absolute_error: 104.5139
Epoch 4825/5000
148/148 [==============================] - 0s 27us/step - loss: 11626.6543 - mean_absolute_error: 63.1608 - val_loss: 19108.6880 - val_mean_absolute_error: 104.4848
Epoch 4826/5000
148/148 [==============================] - 0s 41us/step - loss: 11623.5430 - mean_absolute_error: 63.1534 - val_loss: 19100.4362 - val_mean_absolute_error: 104.4557
Epoch 4827/5000
148/148 [==============================] - 0s 27us/step - loss: 11620.4336 - mean_absolute_error: 63.1460 - val_loss: 19092.1924 - val_mean_absolute_error: 104.4266
Epoch 4828/5000
148/148 [==============================] - 0s 27us/step - loss: 11617.3252 - mean_absolute_error: 63.1386 - val_loss: 19083.9618 - val_mean_absolute_error: 104.3976
Epoch 4829/5000
148/148 [==============================] - 0s 34us/step - loss: 11614.2197 - mean_absolute_error: 63.1311 - val_loss: 19075.7390 - val_mean_absolute_error: 104.3686
Epoch 4830/5000
148/148 [==============================] - 0s 27us/step - loss: 11611.1152 - mean_absolute_error: 63.1237 - val_loss: 19067.5217 - val_mean_absolute_error: 104.3396
Epoch 4831/5000
148/148 [==============================] - 0s 20us/step - loss: 11608.0127 - mean_absolute_error: 63.1163 - val_loss: 19059.3138 - val_mean_absolute_error: 104.3106
Epoch 4832/5000
148/148 [==============================] - 0s 34us/step - loss: 11604.9121 - mean_absolute_error: 63.1088 - val_loss: 19051.1175 - val_mean_absolute_error: 104.2817
Epoch 4833/5000
148/148 [==============================] - 0s 34us/step - loss: 11601.8125 - mean_absolute_error: 63.1014 - val_loss: 19042.9227 - val_mean_absolute_error: 104.2527
Epoch 4834/5000
148/148 [==============================] - 0s 27us/step - loss: 11598.7158 - mean_absolute_error: 63.0940 - val_loss: 19034.7395 - val_mean_absolute_error: 104.2238
Epoch 4835/5000
148/148 [==============================] - 0s 41us/step - loss: 11595.6211 - mean_absolute_error: 63.0865 - val_loss: 19026.5640 - val_mean_absolute_error: 104.1949
Epoch 4836/5000
148/148 [==============================] - 0s 41us/step - loss: 11592.5283 - mean_absolute_error: 63.0791 - val_loss: 19018.4000 - val_mean_absolute_error: 104.1661
Epoch 4837/5000
148/148 [==============================] - 0s 27us/step - loss: 11589.4365 - mean_absolute_error: 63.0716 - val_loss: 19010.2395 - val_mean_absolute_error: 104.1372
Epoch 4838/5000
148/148 [==============================] - 0s 27us/step - loss: 11586.3477 - mean_absolute_error: 63.0642 - val_loss: 19002.0909 - val_mean_absolute_error: 104.1084
Epoch 4839/5000
148/148 [==============================] - 0s 27us/step - loss: 11583.2607 - mean_absolute_error: 63.0567 - val_loss: 18993.9478 - val_mean_absolute_error: 104.0795
Epoch 4840/5000
148/148 [==============================] - 0s 27us/step - loss: 11580.1758 - mean_absolute_error: 63.0493 - val_loss: 18985.7965 - val_mean_absolute_error: 104.0506
Epoch 4841/5000
148/148 [==============================] - 0s 27us/step - loss: 11577.0908 - mean_absolute_error: 63.0418 - val_loss: 18977.6569 - val_mean_absolute_error: 104.0218
Epoch 4842/5000
148/148 [==============================] - 0s 27us/step - loss: 11574.0098 - mean_absolute_error: 63.0344 - val_loss: 18969.5251 - val_mean_absolute_error: 103.9929
Epoch 4843/5000
148/148 [==============================] - 0s 20us/step - loss: 11570.9287 - mean_absolute_error: 63.0269 - val_loss: 18961.4008 - val_mean_absolute_error: 103.9641
Epoch 4844/5000
148/148 [==============================] - 0s 20us/step - loss: 11567.8506 - mean_absolute_error: 63.0195 - val_loss: 18953.2837 - val_mean_absolute_error: 103.9353
Epoch 4845/5000
148/148 [==============================] - 0s 34us/step - loss: 11564.7754 - mean_absolute_error: 63.0120 - val_loss: 18945.1748 - val_mean_absolute_error: 103.9065
Epoch 4846/5000
148/148 [==============================] - 0s 27us/step - loss: 11561.6992 - mean_absolute_error: 63.0045 - val_loss: 18937.0754 - val_mean_absolute_error: 103.8778
Epoch 4847/5000
148/148 [==============================] - 0s 34us/step - loss: 11558.6250 - mean_absolute_error: 62.9969 - val_loss: 18928.9851 - val_mean_absolute_error: 103.8490
Epoch 4848/5000
148/148 [==============================] - 0s 34us/step - loss: 11555.5518 - mean_absolute_error: 62.9893 - val_loss: 18920.8970 - val_mean_absolute_error: 103.8203
Epoch 4849/5000
148/148 [==============================] - 0s 27us/step - loss: 11552.4814 - mean_absolute_error: 62.9817 - val_loss: 18912.8202 - val_mean_absolute_error: 103.7915
Epoch 4850/5000
148/148 [==============================] - 0s 27us/step - loss: 11549.4131 - mean_absolute_error: 62.9741 - val_loss: 18904.7357 - val_mean_absolute_error: 103.7627
Epoch 4851/5000
148/148 [==============================] - 0s 27us/step - loss: 11546.3467 - mean_absolute_error: 62.9666 - val_loss: 18896.6626 - val_mean_absolute_error: 103.7340
Epoch 4852/5000
148/148 [==============================] - 0s 34us/step - loss: 11543.2812 - mean_absolute_error: 62.9590 - val_loss: 18888.5935 - val_mean_absolute_error: 103.7052
Epoch 4853/5000
148/148 [==============================] - 0s 34us/step - loss: 11540.2178 - mean_absolute_error: 62.9514 - val_loss: 18880.5335 - val_mean_absolute_error: 103.6764
Epoch 4854/5000
148/148 [==============================] - 0s 27us/step - loss: 11537.1543 - mean_absolute_error: 62.9438 - val_loss: 18872.4833 - val_mean_absolute_error: 103.6477
Epoch 4855/5000
148/148 [==============================] - 0s 27us/step - loss: 11534.0957 - mean_absolute_error: 62.9362 - val_loss: 18864.4386 - val_mean_absolute_error: 103.6190
Epoch 4856/5000
148/148 [==============================] - 0s 27us/step - loss: 11531.0371 - mean_absolute_error: 62.9286 - val_loss: 18856.4060 - val_mean_absolute_error: 103.5903
Epoch 4857/5000
148/148 [==============================] - 0s 27us/step - loss: 11527.9824 - mean_absolute_error: 62.9211 - val_loss: 18848.3783 - val_mean_absolute_error: 103.5616
Epoch 4858/5000
148/148 [==============================] - 0s 27us/step - loss: 11524.9277 - mean_absolute_error: 62.9135 - val_loss: 18840.3568 - val_mean_absolute_error: 103.5330
Epoch 4859/5000
148/148 [==============================] - 0s 34us/step - loss: 11521.8750 - mean_absolute_error: 62.9059 - val_loss: 18832.3406 - val_mean_absolute_error: 103.5043
Epoch 4860/5000
148/148 [==============================] - 0s 27us/step - loss: 11518.8223 - mean_absolute_error: 62.8983 - val_loss: 18824.3285 - val_mean_absolute_error: 103.4757
Epoch 4861/5000
148/148 [==============================] - 0s 27us/step - loss: 11515.7744 - mean_absolute_error: 62.8907 - val_loss: 18816.3162 - val_mean_absolute_error: 103.4470
Epoch 4862/5000
148/148 [==============================] - 0s 27us/step - loss: 11512.7266 - mean_absolute_error: 62.8831 - val_loss: 18808.3115 - val_mean_absolute_error: 103.4184
Epoch 4863/5000
148/148 [==============================] - 0s 34us/step - loss: 11509.6807 - mean_absolute_error: 62.8755 - val_loss: 18800.3165 - val_mean_absolute_error: 103.3898
Epoch 4864/5000
148/148 [==============================] - 0s 27us/step - loss: 11506.6377 - mean_absolute_error: 62.8679 - val_loss: 18792.3273 - val_mean_absolute_error: 103.3612
Epoch 4865/5000
148/148 [==============================] - 0s 20us/step - loss: 11503.5947 - mean_absolute_error: 62.8603 - val_loss: 18784.3453 - val_mean_absolute_error: 103.3326
Epoch 4866/5000
148/148 [==============================] - 0s 34us/step - loss: 11500.5527 - mean_absolute_error: 62.8527 - val_loss: 18776.3713 - val_mean_absolute_error: 103.3040
Epoch 4867/5000
148/148 [==============================] - 0s 34us/step - loss: 11497.5156 - mean_absolute_error: 62.8451 - val_loss: 18768.4048 - val_mean_absolute_error: 103.2755
Epoch 4868/5000
148/148 [==============================] - 0s 27us/step - loss: 11494.4785 - mean_absolute_error: 62.8375 - val_loss: 18760.4459 - val_mean_absolute_error: 103.2469
Epoch 4869/5000
148/148 [==============================] - 0s 27us/step - loss: 11491.4434 - mean_absolute_error: 62.8299 - val_loss: 18752.4929 - val_mean_absolute_error: 103.2184
Epoch 4870/5000
148/148 [==============================] - 0s 27us/step - loss: 11488.4102 - mean_absolute_error: 62.8223 - val_loss: 18744.5470 - val_mean_absolute_error: 103.1899
Epoch 4871/5000
148/148 [==============================] - 0s 20us/step - loss: 11485.3779 - mean_absolute_error: 62.8147 - val_loss: 18736.6116 - val_mean_absolute_error: 103.1614
Epoch 4872/5000
148/148 [==============================] - 0s 27us/step - loss: 11482.3477 - mean_absolute_error: 62.8071 - val_loss: 18728.6833 - val_mean_absolute_error: 103.1330
Epoch 4873/5000
148/148 [==============================] - 0s 34us/step - loss: 11479.3203 - mean_absolute_error: 62.7995 - val_loss: 18720.7607 - val_mean_absolute_error: 103.1045
Epoch 4874/5000
148/148 [==============================] - 0s 27us/step - loss: 11476.2949 - mean_absolute_error: 62.7918 - val_loss: 18712.8459 - val_mean_absolute_error: 103.0761
Epoch 4875/5000
148/148 [==============================] - 0s 27us/step - loss: 11473.2695 - mean_absolute_error: 62.7842 - val_loss: 18704.9231 - val_mean_absolute_error: 103.0476
Epoch 4876/5000
148/148 [==============================] - 0s 27us/step - loss: 11470.2471 - mean_absolute_error: 62.7766 - val_loss: 18697.0025 - val_mean_absolute_error: 103.0192
Epoch 4877/5000
148/148 [==============================] - 0s 20us/step - loss: 11467.2256 - mean_absolute_error: 62.7690 - val_loss: 18689.0834 - val_mean_absolute_error: 102.9908
Epoch 4878/5000
148/148 [==============================] - 0s 20us/step - loss: 11464.2061 - mean_absolute_error: 62.7614 - val_loss: 18681.1743 - val_mean_absolute_error: 102.9624
Epoch 4879/5000
148/148 [==============================] - 0s 34us/step - loss: 11461.1895 - mean_absolute_error: 62.7538 - val_loss: 18673.2726 - val_mean_absolute_error: 102.9340
Epoch 4880/5000
148/148 [==============================] - 0s 34us/step - loss: 11458.1729 - mean_absolute_error: 62.7462 - val_loss: 18665.3766 - val_mean_absolute_error: 102.9056
Epoch 4881/5000
148/148 [==============================] - 0s 27us/step - loss: 11455.1582 - mean_absolute_error: 62.7386 - val_loss: 18657.4883 - val_mean_absolute_error: 102.8772
Epoch 4882/5000
148/148 [==============================] - 0s 34us/step - loss: 11452.1494 - mean_absolute_error: 62.7310 - val_loss: 18649.6058 - val_mean_absolute_error: 102.8488
Epoch 4883/5000
148/148 [==============================] - 0s 27us/step - loss: 11449.1436 - mean_absolute_error: 62.7235 - val_loss: 18641.7276 - val_mean_absolute_error: 102.8205
Epoch 4884/5000
148/148 [==============================] - 0s 27us/step - loss: 11446.1406 - mean_absolute_error: 62.7160 - val_loss: 18633.8532 - val_mean_absolute_error: 102.7921
Epoch 4885/5000
148/148 [==============================] - 0s 34us/step - loss: 11443.1387 - mean_absolute_error: 62.7084 - val_loss: 18625.9846 - val_mean_absolute_error: 102.7638
Epoch 4886/5000
148/148 [==============================] - 0s 41us/step - loss: 11440.1396 - mean_absolute_error: 62.7009 - val_loss: 18618.1241 - val_mean_absolute_error: 102.7354
Epoch 4887/5000
148/148 [==============================] - 0s 27us/step - loss: 11437.1162 - mean_absolute_error: 62.6933 - val_loss: 18610.2557 - val_mean_absolute_error: 102.7070
Epoch 4888/5000
148/148 [==============================] - 0s 34us/step - loss: 11434.0879 - mean_absolute_error: 62.6856 - val_loss: 18602.3816 - val_mean_absolute_error: 102.6786
Epoch 4889/5000
148/148 [==============================] - 0s 20us/step - loss: 11431.0537 - mean_absolute_error: 62.6779 - val_loss: 18594.4999 - val_mean_absolute_error: 102.6501
Epoch 4890/5000
148/148 [==============================] - 0s 27us/step - loss: 11428.0205 - mean_absolute_error: 62.6702 - val_loss: 18586.6182 - val_mean_absolute_error: 102.6215
Epoch 4891/5000
148/148 [==============================] - 0s 27us/step - loss: 11424.9658 - mean_absolute_error: 62.6625 - val_loss: 18578.6730 - val_mean_absolute_error: 102.5926
Epoch 4892/5000
148/148 [==============================] - 0s 27us/step - loss: 11421.8887 - mean_absolute_error: 62.6548 - val_loss: 18570.6684 - val_mean_absolute_error: 102.5633
Epoch 4893/5000
148/148 [==============================] - 0s 27us/step - loss: 11418.7891 - mean_absolute_error: 62.6472 - val_loss: 18562.6133 - val_mean_absolute_error: 102.5337
Epoch 4894/5000
148/148 [==============================] - 0s 34us/step - loss: 11415.6758 - mean_absolute_error: 62.6396 - val_loss: 18554.5119 - val_mean_absolute_error: 102.5038
Epoch 4895/5000
148/148 [==============================] - 0s 20us/step - loss: 11412.5469 - mean_absolute_error: 62.6321 - val_loss: 18546.3720 - val_mean_absolute_error: 102.4736
Epoch 4896/5000
148/148 [==============================] - 0s 27us/step - loss: 11409.4053 - mean_absolute_error: 62.6246 - val_loss: 18538.1996 - val_mean_absolute_error: 102.4432
Epoch 4897/5000
148/148 [==============================] - 0s 27us/step - loss: 11406.2520 - mean_absolute_error: 62.6171 - val_loss: 18529.9963 - val_mean_absolute_error: 102.4126
Epoch 4898/5000
148/148 [==============================] - 0s 20us/step - loss: 11403.0889 - mean_absolute_error: 62.6096 - val_loss: 18521.7620 - val_mean_absolute_error: 102.3818
Epoch 4899/5000
148/148 [==============================] - 0s 34us/step - loss: 11399.9160 - mean_absolute_error: 62.6022 - val_loss: 18513.5103 - val_mean_absolute_error: 102.3509
Epoch 4900/5000
148/148 [==============================] - 0s 34us/step - loss: 11396.7354 - mean_absolute_error: 62.5948 - val_loss: 18505.2374 - val_mean_absolute_error: 102.3198
Epoch 4901/5000
148/148 [==============================] - 0s 27us/step - loss: 11393.5498 - mean_absolute_error: 62.5874 - val_loss: 18496.9472 - val_mean_absolute_error: 102.2886
Epoch 4902/5000
148/148 [==============================] - 0s 20us/step - loss: 11390.3584 - mean_absolute_error: 62.5801 - val_loss: 18488.6431 - val_mean_absolute_error: 102.2573
Epoch 4903/5000
148/148 [==============================] - 0s 27us/step - loss: 11387.1611 - mean_absolute_error: 62.5727 - val_loss: 18480.3288 - val_mean_absolute_error: 102.2259
Epoch 4904/5000
148/148 [==============================] - 0s 27us/step - loss: 11383.9629 - mean_absolute_error: 62.5655 - val_loss: 18472.0034 - val_mean_absolute_error: 102.1944
Epoch 4905/5000
148/148 [==============================] - 0s 27us/step - loss: 11380.7656 - mean_absolute_error: 62.5583 - val_loss: 18463.6770 - val_mean_absolute_error: 102.1628
Epoch 4906/5000
148/148 [==============================] - 0s 27us/step - loss: 11377.5674 - mean_absolute_error: 62.5511 - val_loss: 18455.3383 - val_mean_absolute_error: 102.1312
Epoch 4907/5000
148/148 [==============================] - 0s 27us/step - loss: 11374.3652 - mean_absolute_error: 62.5439 - val_loss: 18446.9501 - val_mean_absolute_error: 102.0995
Epoch 4908/5000
148/148 [==============================] - 0s 27us/step - loss: 11371.1611 - mean_absolute_error: 62.5368 - val_loss: 18438.5433 - val_mean_absolute_error: 102.0676
Epoch 4909/5000
148/148 [==============================] - 0s 27us/step - loss: 11367.9590 - mean_absolute_error: 62.5296 - val_loss: 18430.1390 - val_mean_absolute_error: 102.0358
Epoch 4910/5000
148/148 [==============================] - 0s 20us/step - loss: 11364.7539 - mean_absolute_error: 62.5225 - val_loss: 18421.7317 - val_mean_absolute_error: 102.0039
Epoch 4911/5000
148/148 [==============================] - 0s 27us/step - loss: 11361.5498 - mean_absolute_error: 62.5153 - val_loss: 18413.3275 - val_mean_absolute_error: 101.9720
Epoch 4912/5000
148/148 [==============================] - 0s 27us/step - loss: 11358.3418 - mean_absolute_error: 62.5081 - val_loss: 18404.9065 - val_mean_absolute_error: 101.9400
Epoch 4913/5000
148/148 [==============================] - 0s 27us/step - loss: 11355.1143 - mean_absolute_error: 62.5009 - val_loss: 18396.4711 - val_mean_absolute_error: 101.9079
Epoch 4914/5000
148/148 [==============================] - 0s 27us/step - loss: 11351.8809 - mean_absolute_error: 62.4936 - val_loss: 18388.0194 - val_mean_absolute_error: 101.8757
Epoch 4915/5000
148/148 [==============================] - 0s 34us/step - loss: 11348.6416 - mean_absolute_error: 62.4863 - val_loss: 18379.5630 - val_mean_absolute_error: 101.8435
Epoch 4916/5000
148/148 [==============================] - 0s 27us/step - loss: 11345.3965 - mean_absolute_error: 62.4790 - val_loss: 18371.0958 - val_mean_absolute_error: 101.8112
Epoch 4917/5000
148/148 [==============================] - 0s 34us/step - loss: 11342.1484 - mean_absolute_error: 62.4716 - val_loss: 18362.6247 - val_mean_absolute_error: 101.7788
Epoch 4918/5000
148/148 [==============================] - 0s 27us/step - loss: 11338.8955 - mean_absolute_error: 62.4642 - val_loss: 18354.1455 - val_mean_absolute_error: 101.7464
Epoch 4919/5000
148/148 [==============================] - 0s 27us/step - loss: 11335.6387 - mean_absolute_error: 62.4567 - val_loss: 18345.6691 - val_mean_absolute_error: 101.7140
Epoch 4920/5000
148/148 [==============================] - 0s 34us/step - loss: 11332.3809 - mean_absolute_error: 62.4493 - val_loss: 18337.1899 - val_mean_absolute_error: 101.6816
Epoch 4921/5000
148/148 [==============================] - 0s 27us/step - loss: 11329.1211 - mean_absolute_error: 62.4418 - val_loss: 18328.7074 - val_mean_absolute_error: 101.6491
Epoch 4922/5000
148/148 [==============================] - 0s 27us/step - loss: 11325.8594 - mean_absolute_error: 62.4342 - val_loss: 18320.2266 - val_mean_absolute_error: 101.6166
Epoch 4923/5000
148/148 [==============================] - 0s 27us/step - loss: 11322.5967 - mean_absolute_error: 62.4267 - val_loss: 18311.7468 - val_mean_absolute_error: 101.5841
Epoch 4924/5000
148/148 [==============================] - 0s 27us/step - loss: 11319.3359 - mean_absolute_error: 62.4192 - val_loss: 18303.2706 - val_mean_absolute_error: 101.5516
Epoch 4925/5000
148/148 [==============================] - 0s 27us/step - loss: 11316.0723 - mean_absolute_error: 62.4116 - val_loss: 18294.7962 - val_mean_absolute_error: 101.5191
Epoch 4926/5000
148/148 [==============================] - 0s 34us/step - loss: 11312.8096 - mean_absolute_error: 62.4040 - val_loss: 18286.3281 - val_mean_absolute_error: 101.4866
Epoch 4927/5000
148/148 [==============================] - 0s 27us/step - loss: 11309.5479 - mean_absolute_error: 62.3964 - val_loss: 18277.8640 - val_mean_absolute_error: 101.4541
Epoch 4928/5000
148/148 [==============================] - 0s 27us/step - loss: 11306.2852 - mean_absolute_error: 62.3888 - val_loss: 18269.4001 - val_mean_absolute_error: 101.4216
Epoch 4929/5000
148/148 [==============================] - 0s 27us/step - loss: 11303.0254 - mean_absolute_error: 62.3811 - val_loss: 18260.9468 - val_mean_absolute_error: 101.3891
Epoch 4930/5000
148/148 [==============================] - 0s 20us/step - loss: 11299.7666 - mean_absolute_error: 62.3735 - val_loss: 18252.4966 - val_mean_absolute_error: 101.3567
Epoch 4931/5000
148/148 [==============================] - 0s 27us/step - loss: 11296.5078 - mean_absolute_error: 62.3659 - val_loss: 18244.0553 - val_mean_absolute_error: 101.3242
Epoch 4932/5000
148/148 [==============================] - 0s 27us/step - loss: 11293.2510 - mean_absolute_error: 62.3582 - val_loss: 18235.6167 - val_mean_absolute_error: 101.2918
Epoch 4933/5000
148/148 [==============================] - 0s 27us/step - loss: 11289.9941 - mean_absolute_error: 62.3505 - val_loss: 18227.1872 - val_mean_absolute_error: 101.2594
Epoch 4934/5000
148/148 [==============================] - 0s 27us/step - loss: 11286.7412 - mean_absolute_error: 62.3428 - val_loss: 18218.7644 - val_mean_absolute_error: 101.2270
Epoch 4935/5000
148/148 [==============================] - 0s 20us/step - loss: 11283.4883 - mean_absolute_error: 62.3350 - val_loss: 18210.3484 - val_mean_absolute_error: 101.1946
Epoch 4936/5000
148/148 [==============================] - 0s 27us/step - loss: 11280.2344 - mean_absolute_error: 62.3272 - val_loss: 18201.9400 - val_mean_absolute_error: 101.1623
Epoch 4937/5000
148/148 [==============================] - 0s 27us/step - loss: 11276.9844 - mean_absolute_error: 62.3194 - val_loss: 18193.5375 - val_mean_absolute_error: 101.1299
Epoch 4938/5000
148/148 [==============================] - 0s 27us/step - loss: 11273.7373 - mean_absolute_error: 62.3116 - val_loss: 18185.1465 - val_mean_absolute_error: 101.0977
Epoch 4939/5000
148/148 [==============================] - 0s 27us/step - loss: 11270.4922 - mean_absolute_error: 62.3037 - val_loss: 18176.7584 - val_mean_absolute_error: 101.0654
Epoch 4940/5000
148/148 [==============================] - 0s 34us/step - loss: 11267.2471 - mean_absolute_error: 62.2959 - val_loss: 18168.3823 - val_mean_absolute_error: 101.0331
Epoch 4941/5000
148/148 [==============================] - 0s 27us/step - loss: 11264.0049 - mean_absolute_error: 62.2880 - val_loss: 18160.0144 - val_mean_absolute_error: 101.0009
Epoch 4942/5000
148/148 [==============================] - 0s 27us/step - loss: 11260.7656 - mean_absolute_error: 62.2801 - val_loss: 18151.6509 - val_mean_absolute_error: 100.9687
Epoch 4943/5000
148/148 [==============================] - 0s 27us/step - loss: 11257.5273 - mean_absolute_error: 62.2723 - val_loss: 18143.2968 - val_mean_absolute_error: 100.9365
Epoch 4944/5000
148/148 [==============================] - 0s 27us/step - loss: 11254.2891 - mean_absolute_error: 62.2644 - val_loss: 18134.9519 - val_mean_absolute_error: 100.9043
Epoch 4945/5000
148/148 [==============================] - 0s 27us/step - loss: 11251.0400 - mean_absolute_error: 62.2565 - val_loss: 18126.6114 - val_mean_absolute_error: 100.8721
Epoch 4946/5000
148/148 [==============================] - 0s 27us/step - loss: 11247.7939 - mean_absolute_error: 62.2486 - val_loss: 18118.2796 - val_mean_absolute_error: 100.8400
Epoch 4947/5000
148/148 [==============================] - 0s 27us/step - loss: 11244.5488 - mean_absolute_error: 62.2408 - val_loss: 18109.9547 - val_mean_absolute_error: 100.8078
Epoch 4948/5000
148/148 [==============================] - 0s 41us/step - loss: 11241.3027 - mean_absolute_error: 62.2329 - val_loss: 18101.6398 - val_mean_absolute_error: 100.7756
Epoch 4949/5000
148/148 [==============================] - 0s 34us/step - loss: 11238.0566 - mean_absolute_error: 62.2251 - val_loss: 18093.3354 - val_mean_absolute_error: 100.7434
Epoch 4950/5000
148/148 [==============================] - 0s 27us/step - loss: 11234.8096 - mean_absolute_error: 62.2171 - val_loss: 18085.0364 - val_mean_absolute_error: 100.7113
Epoch 4951/5000
148/148 [==============================] - 0s 27us/step - loss: 11231.5605 - mean_absolute_error: 62.2091 - val_loss: 18076.7440 - val_mean_absolute_error: 100.6791
Epoch 4952/5000
148/148 [==============================] - 0s 20us/step - loss: 11228.3125 - mean_absolute_error: 62.2011 - val_loss: 18068.4607 - val_mean_absolute_error: 100.6469
Epoch 4953/5000
148/148 [==============================] - 0s 27us/step - loss: 11225.0645 - mean_absolute_error: 62.1930 - val_loss: 18060.1847 - val_mean_absolute_error: 100.6148
Epoch 4954/5000
148/148 [==============================] - 0s 27us/step - loss: 11221.8174 - mean_absolute_error: 62.1850 - val_loss: 18051.9174 - val_mean_absolute_error: 100.5827
Epoch 4955/5000
148/148 [==============================] - 0s 27us/step - loss: 11218.5723 - mean_absolute_error: 62.1769 - val_loss: 18043.6575 - val_mean_absolute_error: 100.5506
Epoch 4956/5000
148/148 [==============================] - 0s 34us/step - loss: 11215.3262 - mean_absolute_error: 62.1689 - val_loss: 18035.4070 - val_mean_absolute_error: 100.5185
Epoch 4957/5000
148/148 [==============================] - 0s 27us/step - loss: 11212.0840 - mean_absolute_error: 62.1608 - val_loss: 18027.1639 - val_mean_absolute_error: 100.4864
Epoch 4958/5000
148/148 [==============================] - 0s 27us/step - loss: 11208.8418 - mean_absolute_error: 62.1527 - val_loss: 18018.9321 - val_mean_absolute_error: 100.4544
Epoch 4959/5000
148/148 [==============================] - 0s 27us/step - loss: 11205.6035 - mean_absolute_error: 62.1446 - val_loss: 18010.7065 - val_mean_absolute_error: 100.4223
Epoch 4960/5000
148/148 [==============================] - 0s 27us/step - loss: 11202.3652 - mean_absolute_error: 62.1365 - val_loss: 18002.4901 - val_mean_absolute_error: 100.3904
Epoch 4961/5000
148/148 [==============================] - 0s 20us/step - loss: 11199.1289 - mean_absolute_error: 62.1284 - val_loss: 17994.2860 - val_mean_absolute_error: 100.3584
Epoch 4962/5000
148/148 [==============================] - 0s 27us/step - loss: 11195.8965 - mean_absolute_error: 62.1203 - val_loss: 17986.0892 - val_mean_absolute_error: 100.3264
Epoch 4963/5000
148/148 [==============================] - 0s 34us/step - loss: 11192.6650 - mean_absolute_error: 62.1122 - val_loss: 17977.8987 - val_mean_absolute_error: 100.2945
Epoch 4964/5000
148/148 [==============================] - 0s 47us/step - loss: 11189.4346 - mean_absolute_error: 62.1041 - val_loss: 17969.7215 - val_mean_absolute_error: 100.2626
Epoch 4965/5000
148/148 [==============================] - 0s 34us/step - loss: 11186.2080 - mean_absolute_error: 62.0960 - val_loss: 17961.5521 - val_mean_absolute_error: 100.2308
Epoch 4966/5000
148/148 [==============================] - 0s 27us/step - loss: 11182.9824 - mean_absolute_error: 62.0879 - val_loss: 17953.3916 - val_mean_absolute_error: 100.1990
Epoch 4967/5000
148/148 [==============================] - 0s 27us/step - loss: 11179.7598 - mean_absolute_error: 62.0797 - val_loss: 17945.2417 - val_mean_absolute_error: 100.1672
Epoch 4968/5000
148/148 [==============================] - 0s 27us/step - loss: 11176.5400 - mean_absolute_error: 62.0716 - val_loss: 17937.1005 - val_mean_absolute_error: 100.1354
Epoch 4969/5000
148/148 [==============================] - 0s 20us/step - loss: 11173.3232 - mean_absolute_error: 62.0635 - val_loss: 17928.9662 - val_mean_absolute_error: 100.1037
Epoch 4970/5000
148/148 [==============================] - 0s 34us/step - loss: 11170.1084 - mean_absolute_error: 62.0553 - val_loss: 17920.8472 - val_mean_absolute_error: 100.0720
Epoch 4971/5000
148/148 [==============================] - 0s 34us/step - loss: 11166.8945 - mean_absolute_error: 62.0472 - val_loss: 17912.7369 - val_mean_absolute_error: 100.0403
Epoch 4972/5000
148/148 [==============================] - 0s 27us/step - loss: 11163.6846 - mean_absolute_error: 62.0391 - val_loss: 17904.6315 - val_mean_absolute_error: 100.0086
Epoch 4973/5000
148/148 [==============================] - 0s 20us/step - loss: 11160.4785 - mean_absolute_error: 62.0309 - val_loss: 17896.5396 - val_mean_absolute_error: 99.9770
Epoch 4974/5000
148/148 [==============================] - 0s 20us/step - loss: 11157.2734 - mean_absolute_error: 62.0228 - val_loss: 17888.4525 - val_mean_absolute_error: 99.9455
Epoch 4975/5000
148/148 [==============================] - 0s 27us/step - loss: 11154.0713 - mean_absolute_error: 62.0146 - val_loss: 17880.3765 - val_mean_absolute_error: 99.9139
Epoch 4976/5000
148/148 [==============================] - 0s 20us/step - loss: 11150.8721 - mean_absolute_error: 62.0064 - val_loss: 17872.3125 - val_mean_absolute_error: 99.8824
Epoch 4977/5000
148/148 [==============================] - 0s 27us/step - loss: 11147.6738 - mean_absolute_error: 61.9983 - val_loss: 17864.2547 - val_mean_absolute_error: 99.8509
Epoch 4978/5000
148/148 [==============================] - 0s 41us/step - loss: 11144.4785 - mean_absolute_error: 61.9901 - val_loss: 17856.2078 - val_mean_absolute_error: 99.8195
Epoch 4979/5000
148/148 [==============================] - 0s 34us/step - loss: 11141.2881 - mean_absolute_error: 61.9819 - val_loss: 17848.1711 - val_mean_absolute_error: 99.7881
Epoch 4980/5000
148/148 [==============================] - 0s 20us/step - loss: 11138.0986 - mean_absolute_error: 61.9742 - val_loss: 17840.1422 - val_mean_absolute_error: 99.7567
Epoch 4981/5000
148/148 [==============================] - 0s 34us/step - loss: 11134.9102 - mean_absolute_error: 61.9665 - val_loss: 17832.1211 - val_mean_absolute_error: 99.7254
Epoch 4982/5000
148/148 [==============================] - 0s 27us/step - loss: 11131.7285 - mean_absolute_error: 61.9588 - val_loss: 17824.1136 - val_mean_absolute_error: 99.6941
Epoch 4983/5000
148/148 [==============================] - 0s 27us/step - loss: 11128.5459 - mean_absolute_error: 61.9511 - val_loss: 17816.1104 - val_mean_absolute_error: 99.6628
Epoch 4984/5000
148/148 [==============================] - 0s 34us/step - loss: 11125.3672 - mean_absolute_error: 61.9433 - val_loss: 17808.1231 - val_mean_absolute_error: 99.6316
Epoch 4985/5000
148/148 [==============================] - 0s 34us/step - loss: 11122.1914 - mean_absolute_error: 61.9356 - val_loss: 17800.1402 - val_mean_absolute_error: 99.6003
Epoch 4986/5000
148/148 [==============================] - 0s 27us/step - loss: 11119.0186 - mean_absolute_error: 61.9279 - val_loss: 17792.1693 - val_mean_absolute_error: 99.5692
Epoch 4987/5000
148/148 [==============================] - 0s 27us/step - loss: 11115.8467 - mean_absolute_error: 61.9202 - val_loss: 17784.2066 - val_mean_absolute_error: 99.5380
Epoch 4988/5000
148/148 [==============================] - 0s 34us/step - loss: 11112.6797 - mean_absolute_error: 61.9124 - val_loss: 17776.2516 - val_mean_absolute_error: 99.5069
Epoch 4989/5000
148/148 [==============================] - 0s 27us/step - loss: 11109.5137 - mean_absolute_error: 61.9047 - val_loss: 17768.3067 - val_mean_absolute_error: 99.4758
Epoch 4990/5000
148/148 [==============================] - 0s 20us/step - loss: 11106.3506 - mean_absolute_error: 61.8969 - val_loss: 17760.3724 - val_mean_absolute_error: 99.4448
Epoch 4991/5000
148/148 [==============================] - 0s 34us/step - loss: 11103.1904 - mean_absolute_error: 61.8892 - val_loss: 17752.4444 - val_mean_absolute_error: 99.4138
Epoch 4992/5000
148/148 [==============================] - 0s 27us/step - loss: 11100.0068 - mean_absolute_error: 61.8813 - val_loss: 17744.5300 - val_mean_absolute_error: 99.3828
Epoch 4993/5000
148/148 [==============================] - 0s 34us/step - loss: 11096.8174 - mean_absolute_error: 61.8735 - val_loss: 17736.6308 - val_mean_absolute_error: 99.3518
Epoch 4994/5000
148/148 [==============================] - 0s 34us/step - loss: 11093.6260 - mean_absolute_error: 61.8657 - val_loss: 17728.7393 - val_mean_absolute_error: 99.3208
Epoch 4995/5000
148/148 [==============================] - 0s 41us/step - loss: 11090.4316 - mean_absolute_error: 61.8578 - val_loss: 17720.8577 - val_mean_absolute_error: 99.2899
Epoch 4996/5000
148/148 [==============================] - 0s 41us/step - loss: 11087.2344 - mean_absolute_error: 61.8500 - val_loss: 17712.9911 - val_mean_absolute_error: 99.2590
Epoch 4997/5000
148/148 [==============================] - 0s 27us/step - loss: 11084.0381 - mean_absolute_error: 61.8421 - val_loss: 17705.1342 - val_mean_absolute_error: 99.2281
Epoch 4998/5000
148/148 [==============================] - 0s 27us/step - loss: 11080.8408 - mean_absolute_error: 61.8343 - val_loss: 17697.2894 - val_mean_absolute_error: 99.1973
Epoch 4999/5000
148/148 [==============================] - 0s 41us/step - loss: 11077.6426 - mean_absolute_error: 61.8264 - val_loss: 17689.4527 - val_mean_absolute_error: 99.1664
Epoch 5000/5000
148/148 [==============================] - 0s 27us/step - loss: 11074.4453 - mean_absolute_error: 61.8186 - val_loss: 17681.6310 - val_mean_absolute_error: 99.1356
Out[60]:
<keras.callbacks.History at 0x2073fc1eda0>
In [61]:
model2 = Sequential()
model2.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model2.add(Dense(9,activation='relu',input_dim=standardized_X.shape[1]))
model2.add(Dense(1))
model2.compile(optimizer='adam', loss='mse', metrics=['mae'])
In [62]:
model2.fit(standardized_X,
 y_train,
 batch_size=148,
 epochs=5000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/5000
148/148 [==============================] - 0s 3ms/step - loss: 96135.2500 - mean_absolute_error: 266.5132 - val_loss: 160498.7215 - val_mean_absolute_error: 379.0946
Epoch 2/5000
148/148 [==============================] - 0s 20us/step - loss: 96122.6172 - mean_absolute_error: 266.4914 - val_loss: 160473.9985 - val_mean_absolute_error: 379.0642
Epoch 3/5000
148/148 [==============================] - 0s 20us/step - loss: 96105.5781 - mean_absolute_error: 266.4619 - val_loss: 160451.4754 - val_mean_absolute_error: 379.0365
Epoch 4/5000
148/148 [==============================] - 0s 27us/step - loss: 96089.9531 - mean_absolute_error: 266.4350 - val_loss: 160426.6154 - val_mean_absolute_error: 379.0059
Epoch 5/5000
148/148 [==============================] - 0s 20us/step - loss: 96072.6094 - mean_absolute_error: 266.4050 - val_loss: 160402.6721 - val_mean_absolute_error: 378.9765
Epoch 6/5000
148/148 [==============================] - 0s 27us/step - loss: 96055.8828 - mean_absolute_error: 266.3761 - val_loss: 160378.2721 - val_mean_absolute_error: 378.9464
Epoch 7/5000
148/148 [==============================] - 0s 27us/step - loss: 96038.9219 - mean_absolute_error: 266.3467 - val_loss: 160353.5417 - val_mean_absolute_error: 378.9160
Epoch 8/5000
148/148 [==============================] - 0s 27us/step - loss: 96021.7109 - mean_absolute_error: 266.3167 - val_loss: 160328.5758 - val_mean_absolute_error: 378.8853
Epoch 9/5000
148/148 [==============================] - 0s 34us/step - loss: 96004.3594 - mean_absolute_error: 266.2865 - val_loss: 160302.8529 - val_mean_absolute_error: 378.8536
Epoch 10/5000
148/148 [==============================] - 0s 27us/step - loss: 95986.7188 - mean_absolute_error: 266.2558 - val_loss: 160277.0623 - val_mean_absolute_error: 378.8218
Epoch 11/5000
148/148 [==============================] - 0s 27us/step - loss: 95969.1484 - mean_absolute_error: 266.2251 - val_loss: 160250.9754 - val_mean_absolute_error: 378.7896
Epoch 12/5000
148/148 [==============================] - 0s 34us/step - loss: 95951.4453 - mean_absolute_error: 266.1942 - val_loss: 160224.7467 - val_mean_absolute_error: 378.7576
Epoch 13/5000
148/148 [==============================] - 0s 20us/step - loss: 95933.7500 - mean_absolute_error: 266.1633 - val_loss: 160198.3362 - val_mean_absolute_error: 378.7254
Epoch 14/5000
148/148 [==============================] - 0s 27us/step - loss: 95916.0078 - mean_absolute_error: 266.1324 - val_loss: 160171.6142 - val_mean_absolute_error: 378.6928
Epoch 15/5000
148/148 [==============================] - 0s 34us/step - loss: 95898.1016 - mean_absolute_error: 266.1011 - val_loss: 160144.9246 - val_mean_absolute_error: 378.6602
Epoch 16/5000
148/148 [==============================] - 0s 27us/step - loss: 95880.2578 - mean_absolute_error: 266.0698 - val_loss: 160118.1092 - val_mean_absolute_error: 378.6276
Epoch 17/5000
148/148 [==============================] - 0s 27us/step - loss: 95862.3750 - mean_absolute_error: 266.0385 - val_loss: 160091.1537 - val_mean_absolute_error: 378.5947
Epoch 18/5000
148/148 [==============================] - 0s 41us/step - loss: 95844.4688 - mean_absolute_error: 266.0070 - val_loss: 160063.7435 - val_mean_absolute_error: 378.5613
Epoch 19/5000
148/148 [==============================] - 0s 20us/step - loss: 95826.3516 - mean_absolute_error: 265.9751 - val_loss: 160036.3840 - val_mean_absolute_error: 378.5280
Epoch 20/5000
148/148 [==============================] - 0s 27us/step - loss: 95808.3203 - mean_absolute_error: 265.9432 - val_loss: 160008.7608 - val_mean_absolute_error: 378.4943
Epoch 21/5000
148/148 [==============================] - 0s 27us/step - loss: 95790.1719 - mean_absolute_error: 265.9111 - val_loss: 159980.8592 - val_mean_absolute_error: 378.4604
Epoch 22/5000
148/148 [==============================] - 0s 27us/step - loss: 95771.9688 - mean_absolute_error: 265.8788 - val_loss: 159952.5171 - val_mean_absolute_error: 378.4259
Epoch 23/5000
148/148 [==============================] - 0s 27us/step - loss: 95753.4297 - mean_absolute_error: 265.8459 - val_loss: 159924.2425 - val_mean_absolute_error: 378.3914
Epoch 24/5000
148/148 [==============================] - 0s 41us/step - loss: 95735.0078 - mean_absolute_error: 265.8133 - val_loss: 159895.5279 - val_mean_absolute_error: 378.3563
Epoch 25/5000
148/148 [==============================] - 0s 20us/step - loss: 95716.2812 - mean_absolute_error: 265.7800 - val_loss: 159866.9117 - val_mean_absolute_error: 378.3214
Epoch 26/5000
148/148 [==============================] - 0s 27us/step - loss: 95697.6875 - mean_absolute_error: 265.7469 - val_loss: 159838.1850 - val_mean_absolute_error: 378.2863
Epoch 27/5000
148/148 [==============================] - 0s 27us/step - loss: 95679.0234 - mean_absolute_error: 265.7137 - val_loss: 159809.0742 - val_mean_absolute_error: 378.2507
Epoch 28/5000
148/148 [==============================] - 0s 27us/step - loss: 95660.0156 - mean_absolute_error: 265.6799 - val_loss: 159780.3079 - val_mean_absolute_error: 378.2155
Epoch 29/5000
148/148 [==============================] - 0s 34us/step - loss: 95641.1172 - mean_absolute_error: 265.6463 - val_loss: 159751.4342 - val_mean_absolute_error: 378.1802
Epoch 30/5000
148/148 [==============================] - 0s 27us/step - loss: 95622.0781 - mean_absolute_error: 265.6123 - val_loss: 159722.5429 - val_mean_absolute_error: 378.1448
Epoch 31/5000
148/148 [==============================] - 0s 34us/step - loss: 95602.8984 - mean_absolute_error: 265.5781 - val_loss: 159693.4646 - val_mean_absolute_error: 378.1092
Epoch 32/5000
148/148 [==============================] - 0s 27us/step - loss: 95583.4688 - mean_absolute_error: 265.5434 - val_loss: 159664.1913 - val_mean_absolute_error: 378.0732
Epoch 33/5000
148/148 [==============================] - 0s 27us/step - loss: 95563.8906 - mean_absolute_error: 265.5084 - val_loss: 159634.8327 - val_mean_absolute_error: 378.0372
Epoch 34/5000
148/148 [==============================] - 0s 20us/step - loss: 95544.1875 - mean_absolute_error: 265.4729 - val_loss: 159605.2650 - val_mean_absolute_error: 378.0009
Epoch 35/5000
148/148 [==============================] - 0s 34us/step - loss: 95524.3750 - mean_absolute_error: 265.4370 - val_loss: 159575.4894 - val_mean_absolute_error: 377.9644
Epoch 36/5000
148/148 [==============================] - 0s 34us/step - loss: 95504.4922 - mean_absolute_error: 265.4008 - val_loss: 159545.4767 - val_mean_absolute_error: 377.9276
Epoch 37/5000
148/148 [==============================] - 0s 34us/step - loss: 95484.4609 - mean_absolute_error: 265.3643 - val_loss: 159515.2890 - val_mean_absolute_error: 377.8905
Epoch 38/5000
148/148 [==============================] - 0s 47us/step - loss: 95464.2578 - mean_absolute_error: 265.3275 - val_loss: 159484.8033 - val_mean_absolute_error: 377.8530
Epoch 39/5000
148/148 [==============================] - 0s 27us/step - loss: 95444.0156 - mean_absolute_error: 265.2905 - val_loss: 159454.1896 - val_mean_absolute_error: 377.8154
Epoch 40/5000
148/148 [==============================] - 0s 34us/step - loss: 95423.6016 - mean_absolute_error: 265.2531 - val_loss: 159423.3550 - val_mean_absolute_error: 377.7774
Epoch 41/5000
148/148 [==============================] - 0s 47us/step - loss: 95403.0000 - mean_absolute_error: 265.2153 - val_loss: 159392.1925 - val_mean_absolute_error: 377.7390
Epoch 42/5000
148/148 [==============================] - 0s 27us/step - loss: 95382.1250 - mean_absolute_error: 265.1771 - val_loss: 159360.8100 - val_mean_absolute_error: 377.7003
Epoch 43/5000
148/148 [==============================] - 0s 34us/step - loss: 95361.0312 - mean_absolute_error: 265.1383 - val_loss: 159329.1462 - val_mean_absolute_error: 377.6612
Epoch 44/5000
148/148 [==============================] - 0s 41us/step - loss: 95339.7578 - mean_absolute_error: 265.0993 - val_loss: 159297.1419 - val_mean_absolute_error: 377.6217
Epoch 45/5000
148/148 [==============================] - 0s 41us/step - loss: 95318.1641 - mean_absolute_error: 265.0599 - val_loss: 159264.6894 - val_mean_absolute_error: 377.5817
Epoch 46/5000
148/148 [==============================] - 0s 47us/step - loss: 95296.2188 - mean_absolute_error: 265.0198 - val_loss: 159231.9579 - val_mean_absolute_error: 377.5412
Epoch 47/5000
148/148 [==============================] - 0s 41us/step - loss: 95274.0781 - mean_absolute_error: 264.9794 - val_loss: 159198.9175 - val_mean_absolute_error: 377.5002
Epoch 48/5000
148/148 [==============================] - 0s 47us/step - loss: 95251.7109 - mean_absolute_error: 264.9386 - val_loss: 159165.4681 - val_mean_absolute_error: 377.4588
Epoch 49/5000
148/148 [==============================] - 0s 20us/step - loss: 95229.0547 - mean_absolute_error: 264.8973 - val_loss: 159131.7013 - val_mean_absolute_error: 377.4171
Epoch 50/5000
148/148 [==============================] - 0s 27us/step - loss: 95206.1797 - mean_absolute_error: 264.8557 - val_loss: 159097.5596 - val_mean_absolute_error: 377.3747
Epoch 51/5000
148/148 [==============================] - 0s 47us/step - loss: 95183.0703 - mean_absolute_error: 264.8138 - val_loss: 159063.0567 - val_mean_absolute_error: 377.3318
Epoch 52/5000
148/148 [==============================] - 0s 34us/step - loss: 95159.7266 - mean_absolute_error: 264.7714 - val_loss: 159028.2071 - val_mean_absolute_error: 377.2887
Epoch 53/5000
148/148 [==============================] - 0s 41us/step - loss: 95136.1719 - mean_absolute_error: 264.7288 - val_loss: 158993.0713 - val_mean_absolute_error: 377.2453
Epoch 54/5000
148/148 [==============================] - 0s 34us/step - loss: 95112.3750 - mean_absolute_error: 264.6858 - val_loss: 158957.6021 - val_mean_absolute_error: 377.2014
Epoch 55/5000
148/148 [==============================] - 0s 27us/step - loss: 95088.3906 - mean_absolute_error: 264.6425 - val_loss: 158921.4183 - val_mean_absolute_error: 377.1565
Epoch 56/5000
148/148 [==============================] - 0s 27us/step - loss: 95063.9688 - mean_absolute_error: 264.5985 - val_loss: 158885.0896 - val_mean_absolute_error: 377.1116
Epoch 57/5000
148/148 [==============================] - 0s 34us/step - loss: 95039.3750 - mean_absolute_error: 264.5544 - val_loss: 158848.3192 - val_mean_absolute_error: 377.0660
Epoch 58/5000
148/148 [==============================] - 0s 27us/step - loss: 95014.5234 - mean_absolute_error: 264.5097 - val_loss: 158810.8529 - val_mean_absolute_error: 377.0196
Epoch 59/5000
148/148 [==============================] - 0s 34us/step - loss: 94989.0703 - mean_absolute_error: 264.4642 - val_loss: 158773.2246 - val_mean_absolute_error: 376.9729
Epoch 60/5000
148/148 [==============================] - 0s 34us/step - loss: 94963.1719 - mean_absolute_error: 264.4181 - val_loss: 158735.0429 - val_mean_absolute_error: 376.9256
Epoch 61/5000
148/148 [==============================] - 0s 34us/step - loss: 94936.7422 - mean_absolute_error: 264.3711 - val_loss: 158695.9329 - val_mean_absolute_error: 376.8772
Epoch 62/5000
148/148 [==============================] - 0s 20us/step - loss: 94909.7266 - mean_absolute_error: 264.3232 - val_loss: 158656.2075 - val_mean_absolute_error: 376.8279
Epoch 63/5000
148/148 [==============================] - 0s 27us/step - loss: 94882.4062 - mean_absolute_error: 264.2747 - val_loss: 158616.2258 - val_mean_absolute_error: 376.7783
Epoch 64/5000
148/148 [==============================] - 0s 47us/step - loss: 94854.9062 - mean_absolute_error: 264.2261 - val_loss: 158575.3767 - val_mean_absolute_error: 376.7276
Epoch 65/5000
148/148 [==============================] - 0s 27us/step - loss: 94826.8359 - mean_absolute_error: 264.1766 - val_loss: 158534.2698 - val_mean_absolute_error: 376.6766
Epoch 66/5000
148/148 [==============================] - 0s 27us/step - loss: 94798.5859 - mean_absolute_error: 264.1268 - val_loss: 158492.5921 - val_mean_absolute_error: 376.6249
Epoch 67/5000
148/148 [==============================] - 0s 34us/step - loss: 94769.9688 - mean_absolute_error: 264.0764 - val_loss: 158450.0308 - val_mean_absolute_error: 376.5721
Epoch 68/5000
148/148 [==============================] - 0s 34us/step - loss: 94740.7969 - mean_absolute_error: 264.0253 - val_loss: 158406.9467 - val_mean_absolute_error: 376.5187
Epoch 69/5000
148/148 [==============================] - 0s 41us/step - loss: 94711.2031 - mean_absolute_error: 263.9735 - val_loss: 158363.6338 - val_mean_absolute_error: 376.4651
Epoch 70/5000
148/148 [==============================] - 0s 34us/step - loss: 94681.4297 - mean_absolute_error: 263.9214 - val_loss: 158319.7362 - val_mean_absolute_error: 376.4107
Epoch 71/5000
148/148 [==============================] - 0s 27us/step - loss: 94651.2578 - mean_absolute_error: 263.8688 - val_loss: 158275.2058 - val_mean_absolute_error: 376.3556
Epoch 72/5000
148/148 [==============================] - 0s 27us/step - loss: 94620.7109 - mean_absolute_error: 263.8157 - val_loss: 158230.0427 - val_mean_absolute_error: 376.2998
Epoch 73/5000
148/148 [==============================] - 0s 27us/step - loss: 94589.8125 - mean_absolute_error: 263.7621 - val_loss: 158183.7338 - val_mean_absolute_error: 376.2426
Epoch 74/5000
148/148 [==============================] - 0s 34us/step - loss: 94558.1719 - mean_absolute_error: 263.7074 - val_loss: 158136.7613 - val_mean_absolute_error: 376.1846
Epoch 75/5000
148/148 [==============================] - 0s 34us/step - loss: 94526.0078 - mean_absolute_error: 263.6519 - val_loss: 158089.4531 - val_mean_absolute_error: 376.1261
Epoch 76/5000
148/148 [==============================] - 0s 41us/step - loss: 94493.4922 - mean_absolute_error: 263.5961 - val_loss: 158040.9546 - val_mean_absolute_error: 376.0663
Epoch 77/5000
148/148 [==============================] - 0s 34us/step - loss: 94460.2188 - mean_absolute_error: 263.5392 - val_loss: 157991.7819 - val_mean_absolute_error: 376.0056
Epoch 78/5000
148/148 [==============================] - 0s 34us/step - loss: 94426.5547 - mean_absolute_error: 263.4817 - val_loss: 157941.9748 - val_mean_absolute_error: 375.9443
Epoch 79/5000
148/148 [==============================] - 0s 27us/step - loss: 94392.3281 - mean_absolute_error: 263.4235 - val_loss: 157891.3804 - val_mean_absolute_error: 375.8819
Epoch 80/5000
148/148 [==============================] - 0s 47us/step - loss: 94357.5312 - mean_absolute_error: 263.3646 - val_loss: 157839.5892 - val_mean_absolute_error: 375.8182
Epoch 81/5000
148/148 [==============================] - 0s 27us/step - loss: 94322.1172 - mean_absolute_error: 263.3047 - val_loss: 157787.2392 - val_mean_absolute_error: 375.7537
Epoch 82/5000
148/148 [==============================] - 0s 47us/step - loss: 94286.4688 - mean_absolute_error: 263.2446 - val_loss: 157733.9446 - val_mean_absolute_error: 375.6881
Epoch 83/5000
148/148 [==============================] - 0s 34us/step - loss: 94250.3281 - mean_absolute_error: 263.1839 - val_loss: 157679.7404 - val_mean_absolute_error: 375.6215
Epoch 84/5000
148/148 [==============================] - 0s 34us/step - loss: 94213.6719 - mean_absolute_error: 263.1223 - val_loss: 157624.4458 - val_mean_absolute_error: 375.5536
Epoch 85/5000
148/148 [==============================] - 0s 27us/step - loss: 94176.2578 - mean_absolute_error: 263.0596 - val_loss: 157568.5292 - val_mean_absolute_error: 375.4848
Epoch 86/5000
148/148 [==============================] - 0s 27us/step - loss: 94138.3828 - mean_absolute_error: 262.9963 - val_loss: 157512.2265 - val_mean_absolute_error: 375.4156
Epoch 87/5000
148/148 [==============================] - 0s 27us/step - loss: 94100.2734 - mean_absolute_error: 262.9326 - val_loss: 157455.2563 - val_mean_absolute_error: 375.3454
Epoch 88/5000
148/148 [==============================] - 0s 41us/step - loss: 94061.6484 - mean_absolute_error: 262.8681 - val_loss: 157397.6029 - val_mean_absolute_error: 375.2744
Epoch 89/5000
148/148 [==============================] - 0s 34us/step - loss: 94022.4297 - mean_absolute_error: 262.8027 - val_loss: 157339.1596 - val_mean_absolute_error: 375.2025
Epoch 90/5000
148/148 [==============================] - 0s 27us/step - loss: 93982.5703 - mean_absolute_error: 262.7365 - val_loss: 157279.6942 - val_mean_absolute_error: 375.1292
Epoch 91/5000
148/148 [==============================] - 0s 41us/step - loss: 93941.9219 - mean_absolute_error: 262.6690 - val_loss: 157219.3146 - val_mean_absolute_error: 375.0549
Epoch 92/5000
148/148 [==============================] - 0s 27us/step - loss: 93900.5781 - mean_absolute_error: 262.6006 - val_loss: 157157.6938 - val_mean_absolute_error: 374.9791
Epoch 93/5000
148/148 [==============================] - 0s 34us/step - loss: 93858.5156 - mean_absolute_error: 262.5310 - val_loss: 157095.3946 - val_mean_absolute_error: 374.9025
Epoch 94/5000
148/148 [==============================] - 0s 34us/step - loss: 93815.8594 - mean_absolute_error: 262.4607 - val_loss: 157032.1852 - val_mean_absolute_error: 374.8247
Epoch 95/5000
148/148 [==============================] - 0s 20us/step - loss: 93772.5781 - mean_absolute_error: 262.3895 - val_loss: 156968.0638 - val_mean_absolute_error: 374.7458
Epoch 96/5000
148/148 [==============================] - 0s 27us/step - loss: 93728.5625 - mean_absolute_error: 262.3171 - val_loss: 156902.9979 - val_mean_absolute_error: 374.6658
Epoch 97/5000
148/148 [==============================] - 0s 27us/step - loss: 93683.9141 - mean_absolute_error: 262.2439 - val_loss: 156836.8496 - val_mean_absolute_error: 374.5844
Epoch 98/5000
148/148 [==============================] - 0s 27us/step - loss: 93638.5859 - mean_absolute_error: 262.1696 - val_loss: 156769.4912 - val_mean_absolute_error: 374.5016
Epoch 99/5000
148/148 [==============================] - 0s 27us/step - loss: 93592.3125 - mean_absolute_error: 262.0938 - val_loss: 156701.7013 - val_mean_absolute_error: 374.4182
Epoch 100/5000
148/148 [==============================] - 0s 47us/step - loss: 93545.7266 - mean_absolute_error: 262.0176 - val_loss: 156632.9979 - val_mean_absolute_error: 374.3336
Epoch 101/5000
148/148 [==============================] - 0s 27us/step - loss: 93498.5312 - mean_absolute_error: 261.9403 - val_loss: 156563.2737 - val_mean_absolute_error: 374.2479
Epoch 102/5000
148/148 [==============================] - 0s 27us/step - loss: 93450.7812 - mean_absolute_error: 261.8621 - val_loss: 156492.6215 - val_mean_absolute_error: 374.1609
Epoch 103/5000
148/148 [==============================] - 0s 27us/step - loss: 93402.4531 - mean_absolute_error: 261.7830 - val_loss: 156420.6823 - val_mean_absolute_error: 374.0724
Epoch 104/5000
148/148 [==============================] - 0s 34us/step - loss: 93353.2500 - mean_absolute_error: 261.7026 - val_loss: 156348.0187 - val_mean_absolute_error: 373.9830
Epoch 105/5000
148/148 [==============================] - 0s 34us/step - loss: 93303.6875 - mean_absolute_error: 261.6216 - val_loss: 156274.3188 - val_mean_absolute_error: 373.8923
Epoch 106/5000
148/148 [==============================] - 0s 34us/step - loss: 93253.5156 - mean_absolute_error: 261.5397 - val_loss: 156199.5979 - val_mean_absolute_error: 373.8003
Epoch 107/5000
148/148 [==============================] - 0s 27us/step - loss: 93202.7656 - mean_absolute_error: 261.4570 - val_loss: 156123.8252 - val_mean_absolute_error: 373.7070
Epoch 108/5000
148/148 [==============================] - 0s 34us/step - loss: 93151.2812 - mean_absolute_error: 261.3732 - val_loss: 156047.0938 - val_mean_absolute_error: 373.6124
Epoch 109/5000
148/148 [==============================] - 0s 34us/step - loss: 93099.1172 - mean_absolute_error: 261.2883 - val_loss: 155969.4656 - val_mean_absolute_error: 373.5168
Epoch 110/5000
148/148 [==============================] - 0s 27us/step - loss: 93046.3203 - mean_absolute_error: 261.2025 - val_loss: 155890.7550 - val_mean_absolute_error: 373.4197
Epoch 111/5000
148/148 [==============================] - 0s 27us/step - loss: 92992.7266 - mean_absolute_error: 261.1154 - val_loss: 155811.0544 - val_mean_absolute_error: 373.3214
Epoch 112/5000
148/148 [==============================] - 0s 41us/step - loss: 92938.3906 - mean_absolute_error: 261.0273 - val_loss: 155730.2715 - val_mean_absolute_error: 373.2218
Epoch 113/5000
148/148 [==============================] - 0s 34us/step - loss: 92883.2969 - mean_absolute_error: 260.9380 - val_loss: 155648.4838 - val_mean_absolute_error: 373.1209
Epoch 114/5000
148/148 [==============================] - 0s 27us/step - loss: 92827.3438 - mean_absolute_error: 260.8476 - val_loss: 155565.3027 - val_mean_absolute_error: 373.0182
Epoch 115/5000
148/148 [==============================] - 0s 34us/step - loss: 92770.4375 - mean_absolute_error: 260.7557 - val_loss: 155481.1981 - val_mean_absolute_error: 372.9143
Epoch 116/5000
148/148 [==============================] - 0s 41us/step - loss: 92713.0312 - mean_absolute_error: 260.6632 - val_loss: 155396.0121 - val_mean_absolute_error: 372.8091
Epoch 117/5000
148/148 [==============================] - 0s 34us/step - loss: 92654.8750 - mean_absolute_error: 260.5695 - val_loss: 155309.7598 - val_mean_absolute_error: 372.7025
Epoch 118/5000
148/148 [==============================] - 0s 34us/step - loss: 92595.8828 - mean_absolute_error: 260.4748 - val_loss: 155222.0373 - val_mean_absolute_error: 372.5941
Epoch 119/5000
148/148 [==============================] - 0s 27us/step - loss: 92535.9375 - mean_absolute_error: 260.3785 - val_loss: 155133.4979 - val_mean_absolute_error: 372.4846
Epoch 120/5000
148/148 [==============================] - 0s 41us/step - loss: 92475.4688 - mean_absolute_error: 260.2815 - val_loss: 155043.4154 - val_mean_absolute_error: 372.3731
Epoch 121/5000
148/148 [==============================] - 0s 27us/step - loss: 92414.0469 - mean_absolute_error: 260.1830 - val_loss: 154952.4213 - val_mean_absolute_error: 372.2605
Epoch 122/5000
148/148 [==============================] - 0s 27us/step - loss: 92352.1250 - mean_absolute_error: 260.0838 - val_loss: 154860.3142 - val_mean_absolute_error: 372.1466
Epoch 123/5000
148/148 [==============================] - 0s 27us/step - loss: 92289.2891 - mean_absolute_error: 259.9830 - val_loss: 154767.0175 - val_mean_absolute_error: 372.0310
Epoch 124/5000
148/148 [==============================] - 0s 41us/step - loss: 92225.4609 - mean_absolute_error: 259.8808 - val_loss: 154672.5308 - val_mean_absolute_error: 371.9139
Epoch 125/5000
148/148 [==============================] - 0s 47us/step - loss: 92160.7344 - mean_absolute_error: 259.7772 - val_loss: 154576.7460 - val_mean_absolute_error: 371.7952
Epoch 126/5000
148/148 [==============================] - 0s 34us/step - loss: 92095.1719 - mean_absolute_error: 259.6723 - val_loss: 154479.6329 - val_mean_absolute_error: 371.6747
Epoch 127/5000
148/148 [==============================] - 0s 20us/step - loss: 92028.7500 - mean_absolute_error: 259.5661 - val_loss: 154380.9260 - val_mean_absolute_error: 371.5522
Epoch 128/5000
148/148 [==============================] - 0s 34us/step - loss: 91961.1719 - mean_absolute_error: 259.4581 - val_loss: 154281.2023 - val_mean_absolute_error: 371.4284
Epoch 129/5000
148/148 [==============================] - 0s 34us/step - loss: 91893.0312 - mean_absolute_error: 259.3492 - val_loss: 154179.9002 - val_mean_absolute_error: 371.3025
Epoch 130/5000
148/148 [==============================] - 0s 27us/step - loss: 91823.8594 - mean_absolute_error: 259.2387 - val_loss: 154077.4229 - val_mean_absolute_error: 371.1751
Epoch 131/5000
148/148 [==============================] - 0s 34us/step - loss: 91753.8750 - mean_absolute_error: 259.1269 - val_loss: 153974.0829 - val_mean_absolute_error: 371.0465
Epoch 132/5000
148/148 [==============================] - 0s 34us/step - loss: 91683.1875 - mean_absolute_error: 259.0138 - val_loss: 153869.4662 - val_mean_absolute_error: 370.9164
Epoch 133/5000
148/148 [==============================] - 0s 20us/step - loss: 91611.5781 - mean_absolute_error: 258.8993 - val_loss: 153763.5342 - val_mean_absolute_error: 370.7845
Epoch 134/5000
148/148 [==============================] - 0s 41us/step - loss: 91539.0781 - mean_absolute_error: 258.7835 - val_loss: 153656.2404 - val_mean_absolute_error: 370.6509
Epoch 135/5000
148/148 [==============================] - 0s 20us/step - loss: 91465.6953 - mean_absolute_error: 258.6663 - val_loss: 153547.6317 - val_mean_absolute_error: 370.5156
Epoch 136/5000
148/148 [==============================] - 0s 34us/step - loss: 91391.4297 - mean_absolute_error: 258.5477 - val_loss: 153437.6154 - val_mean_absolute_error: 370.3784
Epoch 137/5000
148/148 [==============================] - 0s 34us/step - loss: 91316.2578 - mean_absolute_error: 258.4277 - val_loss: 153326.1667 - val_mean_absolute_error: 370.2394
Epoch 138/5000
148/148 [==============================] - 0s 34us/step - loss: 91240.0234 - mean_absolute_error: 258.3061 - val_loss: 153213.4075 - val_mean_absolute_error: 370.0987
Epoch 139/5000
148/148 [==============================] - 0s 34us/step - loss: 91162.7969 - mean_absolute_error: 258.1829 - val_loss: 153098.9296 - val_mean_absolute_error: 369.9557
Epoch 140/5000
148/148 [==============================] - 0s 27us/step - loss: 91084.2656 - mean_absolute_error: 258.0575 - val_loss: 152983.3567 - val_mean_absolute_error: 369.8113
Epoch 141/5000
148/148 [==============================] - 0s 27us/step - loss: 91005.0078 - mean_absolute_error: 257.9309 - val_loss: 152866.3642 - val_mean_absolute_error: 369.6651
Epoch 142/5000
148/148 [==============================] - 0s 27us/step - loss: 90924.6641 - mean_absolute_error: 257.8027 - val_loss: 152747.9754 - val_mean_absolute_error: 369.5171
Epoch 143/5000
148/148 [==============================] - 0s 27us/step - loss: 90843.3203 - mean_absolute_error: 257.6730 - val_loss: 152627.6971 - val_mean_absolute_error: 369.3667
Epoch 144/5000
148/148 [==============================] - 0s 41us/step - loss: 90760.7344 - mean_absolute_error: 257.5413 - val_loss: 152506.3379 - val_mean_absolute_error: 369.2149
Epoch 145/5000
148/148 [==============================] - 0s 27us/step - loss: 90677.3828 - mean_absolute_error: 257.4083 - val_loss: 152383.4015 - val_mean_absolute_error: 369.0610
Epoch 146/5000
148/148 [==============================] - 0s 20us/step - loss: 90593.0078 - mean_absolute_error: 257.2738 - val_loss: 152258.8110 - val_mean_absolute_error: 368.9050
Epoch 147/5000
148/148 [==============================] - 0s 27us/step - loss: 90507.6172 - mean_absolute_error: 257.1375 - val_loss: 152132.5975 - val_mean_absolute_error: 368.7470
Epoch 148/5000
148/148 [==============================] - 0s 27us/step - loss: 90421.2109 - mean_absolute_error: 256.9996 - val_loss: 152004.4646 - val_mean_absolute_error: 368.5864
Epoch 149/5000
148/148 [==============================] - 0s 27us/step - loss: 90333.4609 - mean_absolute_error: 256.8608 - val_loss: 151875.3383 - val_mean_absolute_error: 368.4246
Epoch 150/5000
148/148 [==============================] - 0s 27us/step - loss: 90244.8203 - mean_absolute_error: 256.7208 - val_loss: 151744.6537 - val_mean_absolute_error: 368.2607
Epoch 151/5000
148/148 [==============================] - 0s 34us/step - loss: 90154.9609 - mean_absolute_error: 256.5788 - val_loss: 151612.2073 - val_mean_absolute_error: 368.0946
Epoch 152/5000
148/148 [==============================] - 0s 27us/step - loss: 90064.0000 - mean_absolute_error: 256.4352 - val_loss: 151478.1071 - val_mean_absolute_error: 367.9261
Epoch 153/5000
148/148 [==============================] - 0s 27us/step - loss: 89971.9219 - mean_absolute_error: 256.2897 - val_loss: 151342.3708 - val_mean_absolute_error: 367.7556
Epoch 154/5000
148/148 [==============================] - 0s 34us/step - loss: 89878.7500 - mean_absolute_error: 256.1426 - val_loss: 151205.0200 - val_mean_absolute_error: 367.5830
Epoch 155/5000
148/148 [==============================] - 0s 34us/step - loss: 89784.3594 - mean_absolute_error: 255.9936 - val_loss: 151065.9065 - val_mean_absolute_error: 367.4080
Epoch 156/5000
148/148 [==============================] - 0s 27us/step - loss: 89688.8047 - mean_absolute_error: 255.8427 - val_loss: 150925.1690 - val_mean_absolute_error: 367.2309
Epoch 157/5000
148/148 [==============================] - 0s 27us/step - loss: 89592.1484 - mean_absolute_error: 255.6901 - val_loss: 150782.7608 - val_mean_absolute_error: 367.0517
Epoch 158/5000
148/148 [==============================] - 0s 34us/step - loss: 89494.3281 - mean_absolute_error: 255.5358 - val_loss: 150638.6508 - val_mean_absolute_error: 366.8702
Epoch 159/5000
148/148 [==============================] - 0s 27us/step - loss: 89395.3438 - mean_absolute_error: 255.3796 - val_loss: 150492.7633 - val_mean_absolute_error: 366.6863
Epoch 160/5000
148/148 [==============================] - 0s 34us/step - loss: 89295.1328 - mean_absolute_error: 255.2216 - val_loss: 150345.0667 - val_mean_absolute_error: 366.5000
Epoch 161/5000
148/148 [==============================] - 0s 27us/step - loss: 89193.6719 - mean_absolute_error: 255.0616 - val_loss: 150195.5765 - val_mean_absolute_error: 366.3115
Epoch 162/5000
148/148 [==============================] - 0s 27us/step - loss: 89090.9531 - mean_absolute_error: 254.8996 - val_loss: 150044.2154 - val_mean_absolute_error: 366.1203
Epoch 163/5000
148/148 [==============================] - 0s 27us/step - loss: 88987.0625 - mean_absolute_error: 254.7356 - val_loss: 149890.9069 - val_mean_absolute_error: 365.9269
Epoch 164/5000
148/148 [==============================] - 0s 41us/step - loss: 88881.8359 - mean_absolute_error: 254.5697 - val_loss: 149735.4310 - val_mean_absolute_error: 365.7305
Epoch 165/5000
148/148 [==============================] - 0s 20us/step - loss: 88774.9531 - mean_absolute_error: 254.4010 - val_loss: 149578.5810 - val_mean_absolute_error: 365.5323
Epoch 166/5000
148/148 [==============================] - 0s 34us/step - loss: 88667.0781 - mean_absolute_error: 254.2309 - val_loss: 149419.4250 - val_mean_absolute_error: 365.3310
Epoch 167/5000
148/148 [==============================] - 0s 27us/step - loss: 88557.6172 - mean_absolute_error: 254.0592 - val_loss: 149258.8644 - val_mean_absolute_error: 365.1279
Epoch 168/5000
148/148 [==============================] - 0s 41us/step - loss: 88447.1953 - mean_absolute_error: 253.8862 - val_loss: 149095.9362 - val_mean_absolute_error: 364.9217
Epoch 169/5000
148/148 [==============================] - 0s 41us/step - loss: 88335.1328 - mean_absolute_error: 253.7105 - val_loss: 148931.4790 - val_mean_absolute_error: 364.7135
Epoch 170/5000
148/148 [==============================] - 0s 27us/step - loss: 88221.9531 - mean_absolute_error: 253.5332 - val_loss: 148764.9960 - val_mean_absolute_error: 364.5025
Epoch 171/5000
148/148 [==============================] - 0s 27us/step - loss: 88107.3125 - mean_absolute_error: 253.3534 - val_loss: 148596.4721 - val_mean_absolute_error: 364.2889
Epoch 172/5000
148/148 [==============================] - 0s 34us/step - loss: 87991.2578 - mean_absolute_error: 253.1714 - val_loss: 148425.5638 - val_mean_absolute_error: 364.0721
Epoch 173/5000
148/148 [==============================] - 0s 34us/step - loss: 87873.5781 - mean_absolute_error: 252.9867 - val_loss: 148253.0800 - val_mean_absolute_error: 363.8531
Epoch 174/5000
148/148 [==============================] - 0s 27us/step - loss: 87754.8672 - mean_absolute_error: 252.8003 - val_loss: 148078.7271 - val_mean_absolute_error: 363.6315
Epoch 175/5000
148/148 [==============================] - 0s 41us/step - loss: 87634.6641 - mean_absolute_error: 252.6121 - val_loss: 147902.2281 - val_mean_absolute_error: 363.4071
Epoch 176/5000
148/148 [==============================] - 0s 27us/step - loss: 87513.0156 - mean_absolute_error: 252.4227 - val_loss: 147723.5050 - val_mean_absolute_error: 363.1797
Epoch 177/5000
148/148 [==============================] - 0s 41us/step - loss: 87389.8672 - mean_absolute_error: 252.2312 - val_loss: 147542.1848 - val_mean_absolute_error: 362.9488
Epoch 178/5000
148/148 [==============================] - 0s 27us/step - loss: 87264.8281 - mean_absolute_error: 252.0368 - val_loss: 147359.2604 - val_mean_absolute_error: 362.7156
Epoch 179/5000
148/148 [==============================] - 0s 27us/step - loss: 87138.7266 - mean_absolute_error: 251.8407 - val_loss: 147174.1588 - val_mean_absolute_error: 362.4796
Epoch 180/5000
148/148 [==============================] - 0s 27us/step - loss: 87011.0703 - mean_absolute_error: 251.6420 - val_loss: 146986.8496 - val_mean_absolute_error: 362.2406
Epoch 181/5000
148/148 [==============================] - 0s 27us/step - loss: 86881.9141 - mean_absolute_error: 251.4408 - val_loss: 146796.9129 - val_mean_absolute_error: 361.9980
Epoch 182/5000
148/148 [==============================] - 0s 27us/step - loss: 86751.0000 - mean_absolute_error: 251.2367 - val_loss: 146604.9390 - val_mean_absolute_error: 361.7526
Epoch 183/5000
148/148 [==============================] - 0s 34us/step - loss: 86618.5781 - mean_absolute_error: 251.0302 - val_loss: 146410.8496 - val_mean_absolute_error: 361.5044
Epoch 184/5000
148/148 [==============================] - 0s 34us/step - loss: 86484.6719 - mean_absolute_error: 250.8214 - val_loss: 146215.0021 - val_mean_absolute_error: 361.2538
Epoch 185/5000
148/148 [==============================] - 0s 34us/step - loss: 86349.5859 - mean_absolute_error: 250.6105 - val_loss: 146016.5725 - val_mean_absolute_error: 360.9997
Epoch 186/5000
148/148 [==============================] - 0s 34us/step - loss: 86212.6875 - mean_absolute_error: 250.3967 - val_loss: 145816.6458 - val_mean_absolute_error: 360.7434
Epoch 187/5000
148/148 [==============================] - 0s 34us/step - loss: 86074.5938 - mean_absolute_error: 250.1806 - val_loss: 145614.1517 - val_mean_absolute_error: 360.4838
Epoch 188/5000
148/148 [==============================] - 0s 27us/step - loss: 85934.7734 - mean_absolute_error: 249.9618 - val_loss: 145410.0525 - val_mean_absolute_error: 360.2218
Epoch 189/5000
148/148 [==============================] - 0s 27us/step - loss: 85793.7344 - mean_absolute_error: 249.7409 - val_loss: 145203.7415 - val_mean_absolute_error: 359.9569
Epoch 190/5000
148/148 [==============================] - 0s 34us/step - loss: 85651.1719 - mean_absolute_error: 249.5175 - val_loss: 144995.2504 - val_mean_absolute_error: 359.6888
Epoch 191/5000
148/148 [==============================] - 0s 27us/step - loss: 85507.0469 - mean_absolute_error: 249.2914 - val_loss: 144784.1446 - val_mean_absolute_error: 359.4172
Epoch 192/5000
148/148 [==============================] - 0s 27us/step - loss: 85361.0703 - mean_absolute_error: 249.0622 - val_loss: 144571.3838 - val_mean_absolute_error: 359.1432
Epoch 193/5000
148/148 [==============================] - 0s 34us/step - loss: 85213.9453 - mean_absolute_error: 248.8311 - val_loss: 144356.0210 - val_mean_absolute_error: 358.8656
Epoch 194/5000
148/148 [==============================] - 0s 34us/step - loss: 85064.9688 - mean_absolute_error: 248.5969 - val_loss: 144138.5388 - val_mean_absolute_error: 358.5850
Epoch 195/5000
148/148 [==============================] - 0s 27us/step - loss: 84914.5078 - mean_absolute_error: 248.3604 - val_loss: 143918.8942 - val_mean_absolute_error: 358.3014
Epoch 196/5000
148/148 [==============================] - 0s 34us/step - loss: 84762.5703 - mean_absolute_error: 248.1211 - val_loss: 143697.5837 - val_mean_absolute_error: 358.0156
Epoch 197/5000
148/148 [==============================] - 0s 27us/step - loss: 84609.4688 - mean_absolute_error: 247.8799 - val_loss: 143474.0358 - val_mean_absolute_error: 357.7265
Epoch 198/5000
148/148 [==============================] - 0s 34us/step - loss: 84454.6953 - mean_absolute_error: 247.6360 - val_loss: 143248.0494 - val_mean_absolute_error: 357.4339
Epoch 199/5000
148/148 [==============================] - 0s 27us/step - loss: 84298.2266 - mean_absolute_error: 247.3893 - val_loss: 143019.7342 - val_mean_absolute_error: 357.1379
Epoch 200/5000
148/148 [==============================] - 0s 27us/step - loss: 84140.1719 - mean_absolute_error: 247.1399 - val_loss: 142789.2137 - val_mean_absolute_error: 356.8388
Epoch 201/5000
148/148 [==============================] - 0s 27us/step - loss: 83980.5938 - mean_absolute_error: 246.8877 - val_loss: 142555.6667 - val_mean_absolute_error: 356.5356
Epoch 202/5000
148/148 [==============================] - 0s 41us/step - loss: 83819.0781 - mean_absolute_error: 246.6321 - val_loss: 142320.1487 - val_mean_absolute_error: 356.2296
Epoch 203/5000
148/148 [==============================] - 0s 34us/step - loss: 83656.3594 - mean_absolute_error: 246.3745 - val_loss: 142082.3475 - val_mean_absolute_error: 355.9205
Epoch 204/5000
148/148 [==============================] - 0s 27us/step - loss: 83492.0859 - mean_absolute_error: 246.1142 - val_loss: 141842.2313 - val_mean_absolute_error: 355.6081
Epoch 205/5000
148/148 [==============================] - 0s 41us/step - loss: 83326.2422 - mean_absolute_error: 245.8512 - val_loss: 141599.6923 - val_mean_absolute_error: 355.2922
Epoch 206/5000
148/148 [==============================] - 0s 34us/step - loss: 83158.7188 - mean_absolute_error: 245.5854 - val_loss: 141353.9867 - val_mean_absolute_error: 354.9722
Epoch 207/5000
148/148 [==============================] - 0s 34us/step - loss: 82989.0938 - mean_absolute_error: 245.3158 - val_loss: 141106.0754 - val_mean_absolute_error: 354.6488
Epoch 208/5000
148/148 [==============================] - 0s 27us/step - loss: 82817.8516 - mean_absolute_error: 245.0435 - val_loss: 140856.1973 - val_mean_absolute_error: 354.3228
Epoch 209/5000
148/148 [==============================] - 0s 27us/step - loss: 82645.3516 - mean_absolute_error: 244.7691 - val_loss: 140603.8733 - val_mean_absolute_error: 353.9932
Epoch 210/5000
148/148 [==============================] - 0s 34us/step - loss: 82471.3125 - mean_absolute_error: 244.4920 - val_loss: 140349.2250 - val_mean_absolute_error: 353.6603
Epoch 211/5000
148/148 [==============================] - 0s 27us/step - loss: 82295.6875 - mean_absolute_error: 244.2122 - val_loss: 140092.3438 - val_mean_absolute_error: 353.3242
Epoch 212/5000
148/148 [==============================] - 0s 27us/step - loss: 82118.2500 - mean_absolute_error: 243.9293 - val_loss: 139832.7746 - val_mean_absolute_error: 352.9842
Epoch 213/5000
148/148 [==============================] - 0s 27us/step - loss: 81939.0625 - mean_absolute_error: 243.6449 - val_loss: 139570.6029 - val_mean_absolute_error: 352.6406
Epoch 214/5000
148/148 [==============================] - 0s 34us/step - loss: 81758.1719 - mean_absolute_error: 243.3576 - val_loss: 139305.9506 - val_mean_absolute_error: 352.2934
Epoch 215/5000
148/148 [==============================] - 0s 27us/step - loss: 81575.5938 - mean_absolute_error: 243.0669 - val_loss: 139038.1665 - val_mean_absolute_error: 351.9418
Epoch 216/5000
148/148 [==============================] - 0s 34us/step - loss: 81391.0234 - mean_absolute_error: 242.7728 - val_loss: 138768.4558 - val_mean_absolute_error: 351.5874
Epoch 217/5000
148/148 [==============================] - 0s 27us/step - loss: 81204.9141 - mean_absolute_error: 242.4760 - val_loss: 138496.1996 - val_mean_absolute_error: 351.2293
Epoch 218/5000
148/148 [==============================] - 0s 27us/step - loss: 81017.0234 - mean_absolute_error: 242.1760 - val_loss: 138221.4294 - val_mean_absolute_error: 350.8676
Epoch 219/5000
148/148 [==============================] - 0s 41us/step - loss: 80827.5938 - mean_absolute_error: 241.8731 - val_loss: 137944.2840 - val_mean_absolute_error: 350.5025
Epoch 220/5000
148/148 [==============================] - 0s 27us/step - loss: 80636.5156 - mean_absolute_error: 241.5672 - val_loss: 137664.0658 - val_mean_absolute_error: 350.1328
Epoch 221/5000
148/148 [==============================] - 0s 27us/step - loss: 80443.5156 - mean_absolute_error: 241.2579 - val_loss: 137381.9673 - val_mean_absolute_error: 349.7603
Epoch 222/5000
148/148 [==============================] - 0s 41us/step - loss: 80249.2422 - mean_absolute_error: 240.9460 - val_loss: 137097.3821 - val_mean_absolute_error: 349.3841
Epoch 223/5000
148/148 [==============================] - 0s 27us/step - loss: 80053.1719 - mean_absolute_error: 240.6309 - val_loss: 136810.3258 - val_mean_absolute_error: 349.0042
Epoch 224/5000
148/148 [==============================] - 0s 41us/step - loss: 79855.3047 - mean_absolute_error: 240.3122 - val_loss: 136520.8492 - val_mean_absolute_error: 348.6207
Epoch 225/5000
148/148 [==============================] - 0s 20us/step - loss: 79655.7734 - mean_absolute_error: 239.9905 - val_loss: 136228.9071 - val_mean_absolute_error: 348.2335
Epoch 226/5000
148/148 [==============================] - 0s 27us/step - loss: 79454.5703 - mean_absolute_error: 239.6658 - val_loss: 135934.3600 - val_mean_absolute_error: 347.8422
Epoch 227/5000
148/148 [==============================] - 0s 27us/step - loss: 79251.8047 - mean_absolute_error: 239.3391 - val_loss: 135637.2221 - val_mean_absolute_error: 347.4472
Epoch 228/5000
148/148 [==============================] - 0s 27us/step - loss: 79047.4922 - mean_absolute_error: 239.0095 - val_loss: 135337.1198 - val_mean_absolute_error: 347.0477
Epoch 229/5000
148/148 [==============================] - 0s 41us/step - loss: 78841.1094 - mean_absolute_error: 238.6760 - val_loss: 135035.3362 - val_mean_absolute_error: 346.6455
Epoch 230/5000
148/148 [==============================] - 0s 34us/step - loss: 78633.5391 - mean_absolute_error: 238.3401 - val_loss: 134731.1454 - val_mean_absolute_error: 346.2396
Epoch 231/5000
148/148 [==============================] - 0s 27us/step - loss: 78424.3125 - mean_absolute_error: 238.0011 - val_loss: 134424.2515 - val_mean_absolute_error: 345.8296
Epoch 232/5000
148/148 [==============================] - 0s 20us/step - loss: 78213.2734 - mean_absolute_error: 237.6586 - val_loss: 134114.7863 - val_mean_absolute_error: 345.4158
Epoch 233/5000
148/148 [==============================] - 0s 27us/step - loss: 78000.5469 - mean_absolute_error: 237.3128 - val_loss: 133801.9844 - val_mean_absolute_error: 344.9969
Epoch 234/5000
148/148 [==============================] - 0s 34us/step - loss: 77785.8281 - mean_absolute_error: 236.9635 - val_loss: 133487.1192 - val_mean_absolute_error: 344.5749
Epoch 235/5000
148/148 [==============================] - 0s 41us/step - loss: 77569.8281 - mean_absolute_error: 236.6118 - val_loss: 133169.6473 - val_mean_absolute_error: 344.1488
Epoch 236/5000
148/148 [==============================] - 0s 47us/step - loss: 77351.9609 - mean_absolute_error: 236.2565 - val_loss: 132849.3838 - val_mean_absolute_error: 343.7184
Epoch 237/5000
148/148 [==============================] - 0s 27us/step - loss: 77132.5000 - mean_absolute_error: 235.8983 - val_loss: 132525.9692 - val_mean_absolute_error: 343.2832
Epoch 238/5000
148/148 [==============================] - 0s 34us/step - loss: 76911.0156 - mean_absolute_error: 235.5362 - val_loss: 132200.6158 - val_mean_absolute_error: 342.8448
Epoch 239/5000
148/148 [==============================] - 0s 20us/step - loss: 76688.3594 - mean_absolute_error: 235.1716 - val_loss: 131872.7333 - val_mean_absolute_error: 342.4026
Epoch 240/5000
148/148 [==============================] - 0s 47us/step - loss: 76464.2266 - mean_absolute_error: 234.8037 - val_loss: 131541.6817 - val_mean_absolute_error: 341.9554
Epoch 241/5000
148/148 [==============================] - 0s 34us/step - loss: 76238.0234 - mean_absolute_error: 234.4320 - val_loss: 131208.6431 - val_mean_absolute_error: 341.5050
Epoch 242/5000
148/148 [==============================] - 0s 27us/step - loss: 76010.4688 - mean_absolute_error: 234.0574 - val_loss: 130872.3944 - val_mean_absolute_error: 341.0496
Epoch 243/5000
148/148 [==============================] - 0s 20us/step - loss: 75780.7734 - mean_absolute_error: 233.6788 - val_loss: 130534.2285 - val_mean_absolute_error: 340.5910
Epoch 244/5000
148/148 [==============================] - 0s 41us/step - loss: 75549.8672 - mean_absolute_error: 233.2982 - val_loss: 130193.4656 - val_mean_absolute_error: 340.1283
Epoch 245/5000
148/148 [==============================] - 0s 34us/step - loss: 75317.3750 - mean_absolute_error: 232.9160 - val_loss: 129849.6890 - val_mean_absolute_error: 339.6608
Epoch 246/5000
148/148 [==============================] - 0s 27us/step - loss: 75082.9297 - mean_absolute_error: 232.5299 - val_loss: 129504.1788 - val_mean_absolute_error: 339.1903
Epoch 247/5000
148/148 [==============================] - 0s 27us/step - loss: 74847.2266 - mean_absolute_error: 232.1411 - val_loss: 129156.2631 - val_mean_absolute_error: 338.7158
Epoch 248/5000
148/148 [==============================] - 0s 34us/step - loss: 74610.0469 - mean_absolute_error: 231.7493 - val_loss: 128806.0648 - val_mean_absolute_error: 338.2376
Epoch 249/5000
148/148 [==============================] - 0s 27us/step - loss: 74371.4609 - mean_absolute_error: 231.3542 - val_loss: 128452.7865 - val_mean_absolute_error: 337.7544
Epoch 250/5000
148/148 [==============================] - 0s 34us/step - loss: 74130.9297 - mean_absolute_error: 230.9550 - val_loss: 128097.2706 - val_mean_absolute_error: 337.2674
Epoch 251/5000
148/148 [==============================] - 0s 27us/step - loss: 73888.9141 - mean_absolute_error: 230.5525 - val_loss: 127740.2044 - val_mean_absolute_error: 336.7775
Epoch 252/5000
148/148 [==============================] - 0s 34us/step - loss: 73645.8359 - mean_absolute_error: 230.1471 - val_loss: 127380.9900 - val_mean_absolute_error: 336.2840
Epoch 253/5000
148/148 [==============================] - 0s 34us/step - loss: 73401.3281 - mean_absolute_error: 229.7386 - val_loss: 127018.9238 - val_mean_absolute_error: 335.7874
Epoch 254/5000
148/148 [==============================] - 0s 27us/step - loss: 73155.0391 - mean_absolute_error: 229.3261 - val_loss: 126654.5729 - val_mean_absolute_error: 335.2870
Epoch 255/5000
148/148 [==============================] - 0s 27us/step - loss: 72907.3047 - mean_absolute_error: 228.9105 - val_loss: 126288.7198 - val_mean_absolute_error: 334.7837
Epoch 256/5000
148/148 [==============================] - 0s 47us/step - loss: 72658.5703 - mean_absolute_error: 228.4954 - val_loss: 125920.8360 - val_mean_absolute_error: 334.2768
Epoch 257/5000
148/148 [==============================] - 0s 27us/step - loss: 72408.3594 - mean_absolute_error: 228.0778 - val_loss: 125550.8300 - val_mean_absolute_error: 333.7661
Epoch 258/5000
148/148 [==============================] - 0s 27us/step - loss: 72156.6328 - mean_absolute_error: 227.6570 - val_loss: 125178.6448 - val_mean_absolute_error: 333.2515
Epoch 259/5000
148/148 [==============================] - 0s 34us/step - loss: 71903.4531 - mean_absolute_error: 227.2328 - val_loss: 124804.2183 - val_mean_absolute_error: 332.7329
Epoch 260/5000
148/148 [==============================] - 0s 34us/step - loss: 71648.7656 - mean_absolute_error: 226.8053 - val_loss: 124427.5148 - val_mean_absolute_error: 332.2105
Epoch 261/5000
148/148 [==============================] - 0s 41us/step - loss: 71392.6094 - mean_absolute_error: 226.3746 - val_loss: 124048.6812 - val_mean_absolute_error: 331.6841
Epoch 262/5000
148/148 [==============================] - 0s 34us/step - loss: 71135.0156 - mean_absolute_error: 225.9406 - val_loss: 123667.6777 - val_mean_absolute_error: 331.1539
Epoch 263/5000
148/148 [==============================] - 0s 20us/step - loss: 70875.9688 - mean_absolute_error: 225.5034 - val_loss: 123283.9583 - val_mean_absolute_error: 330.6188
Epoch 264/5000
148/148 [==============================] - 0s 34us/step - loss: 70615.1719 - mean_absolute_error: 225.0625 - val_loss: 122898.7319 - val_mean_absolute_error: 330.0808
Epoch 265/5000
148/148 [==============================] - 0s 34us/step - loss: 70353.5234 - mean_absolute_error: 224.6191 - val_loss: 122510.8773 - val_mean_absolute_error: 329.5381
Epoch 266/5000
148/148 [==============================] - 0s 27us/step - loss: 70090.0312 - mean_absolute_error: 224.1734 - val_loss: 122121.5219 - val_mean_absolute_error: 328.9923
Epoch 267/5000
148/148 [==============================] - 0s 54us/step - loss: 69825.6953 - mean_absolute_error: 223.7285 - val_loss: 121730.2533 - val_mean_absolute_error: 328.4428
Epoch 268/5000
148/148 [==============================] - 0s 41us/step - loss: 69560.0312 - mean_absolute_error: 223.2805 - val_loss: 121336.5817 - val_mean_absolute_error: 327.8889
Epoch 269/5000
148/148 [==============================] - 0s 34us/step - loss: 69292.6797 - mean_absolute_error: 222.8287 - val_loss: 120940.9271 - val_mean_absolute_error: 327.3312
Epoch 270/5000
148/148 [==============================] - 0s 34us/step - loss: 69024.1641 - mean_absolute_error: 222.3747 - val_loss: 120543.8525 - val_mean_absolute_error: 326.7704
Epoch 271/5000
148/148 [==============================] - 0s 27us/step - loss: 68754.8516 - mean_absolute_error: 221.9200 - val_loss: 120144.7462 - val_mean_absolute_error: 326.2057
Epoch 272/5000
148/148 [==============================] - 0s 27us/step - loss: 68484.2969 - mean_absolute_error: 221.4626 - val_loss: 119743.8494 - val_mean_absolute_error: 325.6374
Epoch 273/5000
148/148 [==============================] - 0s 27us/step - loss: 68212.5625 - mean_absolute_error: 221.0021 - val_loss: 119340.4794 - val_mean_absolute_error: 325.0644
Epoch 274/5000
148/148 [==============================] - 0s 27us/step - loss: 67939.2500 - mean_absolute_error: 220.5378 - val_loss: 118935.9165 - val_mean_absolute_error: 324.4887
Epoch 275/5000
148/148 [==============================] - 0s 41us/step - loss: 67665.2734 - mean_absolute_error: 220.0714 - val_loss: 118528.7648 - val_mean_absolute_error: 323.9082
Epoch 276/5000
148/148 [==============================] - 0s 27us/step - loss: 67389.7812 - mean_absolute_error: 219.6013 - val_loss: 118120.4008 - val_mean_absolute_error: 323.3247
Epoch 277/5000
148/148 [==============================] - 0s 27us/step - loss: 67113.7031 - mean_absolute_error: 219.1293 - val_loss: 117710.3804 - val_mean_absolute_error: 322.7376
Epoch 278/5000
148/148 [==============================] - 0s 27us/step - loss: 66836.6094 - mean_absolute_error: 218.6555 - val_loss: 117297.9698 - val_mean_absolute_error: 322.1458
Epoch 279/5000
148/148 [==============================] - 0s 27us/step - loss: 66558.1016 - mean_absolute_error: 218.1781 - val_loss: 116883.7879 - val_mean_absolute_error: 321.5502
Epoch 280/5000
148/148 [==============================] - 0s 20us/step - loss: 66278.6094 - mean_absolute_error: 217.6977 - val_loss: 116468.3392 - val_mean_absolute_error: 320.9516
Epoch 281/5000
148/148 [==============================] - 0s 27us/step - loss: 65998.2891 - mean_absolute_error: 217.2146 - val_loss: 116050.6123 - val_mean_absolute_error: 320.3484
Epoch 282/5000
148/148 [==============================] - 0s 41us/step - loss: 65716.5156 - mean_absolute_error: 216.7278 - val_loss: 115631.6854 - val_mean_absolute_error: 319.7449
Epoch 283/5000
148/148 [==============================] - 0s 27us/step - loss: 65434.1758 - mean_absolute_error: 216.2391 - val_loss: 115210.9221 - val_mean_absolute_error: 319.1437
Epoch 284/5000
148/148 [==============================] - 0s 34us/step - loss: 65150.7852 - mean_absolute_error: 215.7479 - val_loss: 114788.3025 - val_mean_absolute_error: 318.5384
Epoch 285/5000
148/148 [==============================] - 0s 27us/step - loss: 64866.2383 - mean_absolute_error: 215.2533 - val_loss: 114363.9140 - val_mean_absolute_error: 317.9294
Epoch 286/5000
148/148 [==============================] - 0s 27us/step - loss: 64580.6562 - mean_absolute_error: 214.7556 - val_loss: 113937.7546 - val_mean_absolute_error: 317.3165
Epoch 287/5000
148/148 [==============================] - 0s 27us/step - loss: 64294.1211 - mean_absolute_error: 214.2548 - val_loss: 113509.2740 - val_mean_absolute_error: 316.6989
Epoch 288/5000
148/148 [==============================] - 0s 41us/step - loss: 64006.2773 - mean_absolute_error: 213.7503 - val_loss: 113079.1763 - val_mean_absolute_error: 316.0775
Epoch 289/5000
148/148 [==============================] - 0s 27us/step - loss: 63717.5938 - mean_absolute_error: 213.2432 - val_loss: 112648.0329 - val_mean_absolute_error: 315.4532
Epoch 290/5000
148/148 [==============================] - 0s 34us/step - loss: 63428.4727 - mean_absolute_error: 212.7362 - val_loss: 112215.1704 - val_mean_absolute_error: 314.8250
Epoch 291/5000
148/148 [==============================] - 0s 27us/step - loss: 63138.5195 - mean_absolute_error: 212.2262 - val_loss: 111780.0823 - val_mean_absolute_error: 314.1918
Epoch 292/5000
148/148 [==============================] - 0s 41us/step - loss: 62847.3594 - mean_absolute_error: 211.7126 - val_loss: 111344.1279 - val_mean_absolute_error: 313.5558
Epoch 293/5000
148/148 [==============================] - 0s 34us/step - loss: 62555.8242 - mean_absolute_error: 211.1969 - val_loss: 110906.5650 - val_mean_absolute_error: 312.9161
Epoch 294/5000
148/148 [==============================] - 0s 27us/step - loss: 62263.3242 - mean_absolute_error: 210.6780 - val_loss: 110467.5871 - val_mean_absolute_error: 312.2728
Epoch 295/5000
148/148 [==============================] - 0s 27us/step - loss: 61969.7227 - mean_absolute_error: 210.1557 - val_loss: 110027.1775 - val_mean_absolute_error: 311.6259
Epoch 296/5000
148/148 [==============================] - 0s 27us/step - loss: 61675.3359 - mean_absolute_error: 209.6306 - val_loss: 109584.8144 - val_mean_absolute_error: 310.9746
Epoch 297/5000
148/148 [==============================] - 0s 41us/step - loss: 61379.7422 - mean_absolute_error: 209.1017 - val_loss: 109141.4742 - val_mean_absolute_error: 310.3203
Epoch 298/5000
148/148 [==============================] - 0s 27us/step - loss: 61083.6484 - mean_absolute_error: 208.5704 - val_loss: 108696.6013 - val_mean_absolute_error: 309.6622
Epoch 299/5000
148/148 [==============================] - 0s 34us/step - loss: 60786.5273 - mean_absolute_error: 208.0356 - val_loss: 108249.5623 - val_mean_absolute_error: 308.9991
Epoch 300/5000
148/148 [==============================] - 0s 27us/step - loss: 60488.1836 - mean_absolute_error: 207.4970 - val_loss: 107801.7506 - val_mean_absolute_error: 308.3333
Epoch 301/5000
148/148 [==============================] - 0s 34us/step - loss: 60189.6016 - mean_absolute_error: 206.9565 - val_loss: 107352.5748 - val_mean_absolute_error: 307.6639
Epoch 302/5000
148/148 [==============================] - 0s 34us/step - loss: 59890.4062 - mean_absolute_error: 206.4131 - val_loss: 106902.0810 - val_mean_absolute_error: 306.9907
Epoch 303/5000
148/148 [==============================] - 0s 27us/step - loss: 59590.6094 - mean_absolute_error: 205.8671 - val_loss: 106450.1840 - val_mean_absolute_error: 306.3137
Epoch 304/5000
148/148 [==============================] - 0s 27us/step - loss: 59290.1836 - mean_absolute_error: 205.3181 - val_loss: 105997.0760 - val_mean_absolute_error: 305.6331
Epoch 305/5000
148/148 [==============================] - 0s 27us/step - loss: 58989.1758 - mean_absolute_error: 204.7664 - val_loss: 105541.8308 - val_mean_absolute_error: 304.9477
Epoch 306/5000
148/148 [==============================] - 0s 34us/step - loss: 58687.2148 - mean_absolute_error: 204.2111 - val_loss: 105085.2754 - val_mean_absolute_error: 304.2584
Epoch 307/5000
148/148 [==============================] - 0s 34us/step - loss: 58384.7148 - mean_absolute_error: 203.6531 - val_loss: 104627.9127 - val_mean_absolute_error: 303.5660
Epoch 308/5000
148/148 [==============================] - 0s 47us/step - loss: 58082.1562 - mean_absolute_error: 203.0932 - val_loss: 104169.4548 - val_mean_absolute_error: 302.8701
Epoch 309/5000
148/148 [==============================] - 0s 27us/step - loss: 57779.1680 - mean_absolute_error: 202.5306 - val_loss: 103710.0150 - val_mean_absolute_error: 302.1707
Epoch 310/5000
148/148 [==============================] - 0s 27us/step - loss: 57475.7773 - mean_absolute_error: 201.9655 - val_loss: 103249.5550 - val_mean_absolute_error: 301.4678
Epoch 311/5000
148/148 [==============================] - 0s 41us/step - loss: 57171.9883 - mean_absolute_error: 201.3977 - val_loss: 102787.2242 - val_mean_absolute_error: 300.7602
Epoch 312/5000
148/148 [==============================] - 0s 27us/step - loss: 56867.3125 - mean_absolute_error: 200.8263 - val_loss: 102323.9648 - val_mean_absolute_error: 300.0491
Epoch 313/5000
148/148 [==============================] - 0s 27us/step - loss: 56562.2148 - mean_absolute_error: 200.2523 - val_loss: 101860.4662 - val_mean_absolute_error: 299.3357
Epoch 314/5000
148/148 [==============================] - 0s 27us/step - loss: 56257.1953 - mean_absolute_error: 199.6764 - val_loss: 101396.0513 - val_mean_absolute_error: 298.6189
Epoch 315/5000
148/148 [==============================] - 0s 34us/step - loss: 55951.7891 - mean_absolute_error: 199.0979 - val_loss: 100930.6971 - val_mean_absolute_error: 297.8986
Epoch 316/5000
148/148 [==============================] - 0s 40us/step - loss: 55646.0508 - mean_absolute_error: 198.5165 - val_loss: 100464.3554 - val_mean_absolute_error: 297.1748
Epoch 317/5000
148/148 [==============================] - 0s 27us/step - loss: 55339.9883 - mean_absolute_error: 197.9323 - val_loss: 99996.6685 - val_mean_absolute_error: 296.4467
Epoch 318/5000
148/148 [==============================] - 0s 27us/step - loss: 55033.1367 - mean_absolute_error: 197.3444 - val_loss: 99528.7215 - val_mean_absolute_error: 295.7162
Epoch 319/5000
148/148 [==============================] - 0s 34us/step - loss: 54726.1680 - mean_absolute_error: 196.7543 - val_loss: 99059.2012 - val_mean_absolute_error: 294.9812
Epoch 320/5000
148/148 [==============================] - 0s 34us/step - loss: 54418.2344 - mean_absolute_error: 196.1603 - val_loss: 98589.0177 - val_mean_absolute_error: 294.2429
Epoch 321/5000
148/148 [==============================] - 0s 27us/step - loss: 54110.0469 - mean_absolute_error: 195.5637 - val_loss: 98118.3433 - val_mean_absolute_error: 293.5018
Epoch 322/5000
148/148 [==============================] - 0s 27us/step - loss: 53801.8984 - mean_absolute_error: 194.9661 - val_loss: 97646.2333 - val_mean_absolute_error: 292.7562
Epoch 323/5000
148/148 [==============================] - 0s 27us/step - loss: 53493.1211 - mean_absolute_error: 194.3663 - val_loss: 97174.1335 - val_mean_absolute_error: 292.0082
Epoch 324/5000
148/148 [==============================] - 0s 27us/step - loss: 53184.5117 - mean_absolute_error: 193.7646 - val_loss: 96701.3763 - val_mean_absolute_error: 291.2570
Epoch 325/5000
148/148 [==============================] - 0s 34us/step - loss: 52875.7383 - mean_absolute_error: 193.1606 - val_loss: 96227.3952 - val_mean_absolute_error: 290.5015
Epoch 326/5000
148/148 [==============================] - 0s 27us/step - loss: 52566.2617 - mean_absolute_error: 192.5551 - val_loss: 95752.4685 - val_mean_absolute_error: 289.7422
Epoch 327/5000
148/148 [==============================] - 0s 34us/step - loss: 52256.5625 - mean_absolute_error: 191.9469 - val_loss: 95277.7219 - val_mean_absolute_error: 288.9809
Epoch 328/5000
148/148 [==============================] - 0s 34us/step - loss: 51947.1758 - mean_absolute_error: 191.3369 - val_loss: 94801.9302 - val_mean_absolute_error: 288.2156
Epoch 329/5000
148/148 [==============================] - 0s 27us/step - loss: 51637.3633 - mean_absolute_error: 190.7237 - val_loss: 94326.3585 - val_mean_absolute_error: 287.4481
Epoch 330/5000
148/148 [==============================] - 0s 27us/step - loss: 51327.9414 - mean_absolute_error: 190.1088 - val_loss: 93850.5404 - val_mean_absolute_error: 286.6779
Epoch 331/5000
148/148 [==============================] - 0s 27us/step - loss: 51018.5234 - mean_absolute_error: 189.4914 - val_loss: 93374.5135 - val_mean_absolute_error: 285.9048
Epoch 332/5000
148/148 [==============================] - 0s 41us/step - loss: 50709.0469 - mean_absolute_error: 188.8711 - val_loss: 92898.2188 - val_mean_absolute_error: 285.1286
Epoch 333/5000
148/148 [==============================] - 0s 27us/step - loss: 50399.5430 - mean_absolute_error: 188.2496 - val_loss: 92421.6796 - val_mean_absolute_error: 284.3495
Epoch 334/5000
148/148 [==============================] - 0s 34us/step - loss: 50090.1133 - mean_absolute_error: 187.6270 - val_loss: 91944.8810 - val_mean_absolute_error: 283.5674
Epoch 335/5000
148/148 [==============================] - 0s 27us/step - loss: 49780.7891 - mean_absolute_error: 187.0019 - val_loss: 91467.8683 - val_mean_absolute_error: 282.7823
Epoch 336/5000
148/148 [==============================] - 0s 41us/step - loss: 49471.6211 - mean_absolute_error: 186.3746 - val_loss: 90990.6413 - val_mean_absolute_error: 281.9943
Epoch 337/5000
148/148 [==============================] - 0s 34us/step - loss: 49162.6484 - mean_absolute_error: 185.7457 - val_loss: 90512.7106 - val_mean_absolute_error: 281.2025
Epoch 338/5000
148/148 [==============================] - 0s 27us/step - loss: 48853.4141 - mean_absolute_error: 185.1152 - val_loss: 90034.6510 - val_mean_absolute_error: 280.4078
Epoch 339/5000
148/148 [==============================] - 0s 34us/step - loss: 48544.4102 - mean_absolute_error: 184.4825 - val_loss: 89557.0367 - val_mean_absolute_error: 279.6112
Epoch 340/5000
148/148 [==============================] - 0s 41us/step - loss: 48236.0117 - mean_absolute_error: 183.8482 - val_loss: 89079.4402 - val_mean_absolute_error: 278.8118
Epoch 341/5000
148/148 [==============================] - 0s 27us/step - loss: 47927.8125 - mean_absolute_error: 183.2116 - val_loss: 88601.9238 - val_mean_absolute_error: 278.0099
Epoch 342/5000
148/148 [==============================] - 0s 34us/step - loss: 47619.8555 - mean_absolute_error: 182.5727 - val_loss: 88124.5873 - val_mean_absolute_error: 277.2106
Epoch 343/5000
148/148 [==============================] - 0s 34us/step - loss: 47312.2148 - mean_absolute_error: 181.9317 - val_loss: 87647.3765 - val_mean_absolute_error: 276.4107
Epoch 344/5000
148/148 [==============================] - 0s 34us/step - loss: 47004.9141 - mean_absolute_error: 181.2894 - val_loss: 87169.6940 - val_mean_absolute_error: 275.6073
Epoch 345/5000
148/148 [==============================] - 0s 27us/step - loss: 46697.4922 - mean_absolute_error: 180.6455 - val_loss: 86692.2142 - val_mean_absolute_error: 274.8013
Epoch 346/5000
148/148 [==============================] - 0s 27us/step - loss: 46390.4141 - mean_absolute_error: 179.9995 - val_loss: 86215.4823 - val_mean_absolute_error: 273.9937
Epoch 347/5000
148/148 [==============================] - 0s 27us/step - loss: 46084.0742 - mean_absolute_error: 179.3517 - val_loss: 85738.3519 - val_mean_absolute_error: 273.1825
Epoch 348/5000
148/148 [==============================] - 0s 27us/step - loss: 45777.8203 - mean_absolute_error: 178.7011 - val_loss: 85261.5117 - val_mean_absolute_error: 272.3689
Epoch 349/5000
148/148 [==============================] - 0s 34us/step - loss: 45472.0664 - mean_absolute_error: 178.0488 - val_loss: 84785.5583 - val_mean_absolute_error: 271.5538
Epoch 350/5000
148/148 [==============================] - 0s 27us/step - loss: 45167.2070 - mean_absolute_error: 177.3954 - val_loss: 84309.9652 - val_mean_absolute_error: 270.7362
Epoch 351/5000
148/148 [==============================] - 0s 27us/step - loss: 44862.9102 - mean_absolute_error: 176.7403 - val_loss: 83834.7702 - val_mean_absolute_error: 269.9164
Epoch 352/5000
148/148 [==============================] - 0s 27us/step - loss: 44559.2070 - mean_absolute_error: 176.0834 - val_loss: 83360.0500 - val_mean_absolute_error: 269.0944
Epoch 353/5000
148/148 [==============================] - 0s 41us/step - loss: 44256.1172 - mean_absolute_error: 175.4247 - val_loss: 82885.8123 - val_mean_absolute_error: 268.2701
Epoch 354/5000
148/148 [==============================] - 0s 41us/step - loss: 43953.6562 - mean_absolute_error: 174.7651 - val_loss: 82412.1033 - val_mean_absolute_error: 267.4436
Epoch 355/5000
148/148 [==============================] - 0s 27us/step - loss: 43651.7852 - mean_absolute_error: 174.1062 - val_loss: 81938.4113 - val_mean_absolute_error: 266.6140
Epoch 356/5000
148/148 [==============================] - 0s 27us/step - loss: 43350.1523 - mean_absolute_error: 173.4468 - val_loss: 81465.7067 - val_mean_absolute_error: 265.7829
Epoch 357/5000
148/148 [==============================] - 0s 27us/step - loss: 43049.2266 - mean_absolute_error: 172.7860 - val_loss: 80992.8927 - val_mean_absolute_error: 264.9485
Epoch 358/5000
148/148 [==============================] - 0s 41us/step - loss: 42748.5117 - mean_absolute_error: 172.1224 - val_loss: 80520.5373 - val_mean_absolute_error: 264.1117
Epoch 359/5000
148/148 [==============================] - 0s 27us/step - loss: 42448.3633 - mean_absolute_error: 171.4569 - val_loss: 80049.2675 - val_mean_absolute_error: 263.2736
Epoch 360/5000
148/148 [==============================] - 0s 34us/step - loss: 42149.2695 - mean_absolute_error: 170.7903 - val_loss: 79578.6717 - val_mean_absolute_error: 262.4334
Epoch 361/5000
148/148 [==============================] - 0s 34us/step - loss: 41850.8750 - mean_absolute_error: 170.1219 - val_loss: 79108.0063 - val_mean_absolute_error: 261.5898
Epoch 362/5000
148/148 [==============================] - 0s 34us/step - loss: 41552.7891 - mean_absolute_error: 169.4509 - val_loss: 78638.5419 - val_mean_absolute_error: 260.7451
Epoch 363/5000
148/148 [==============================] - 0s 41us/step - loss: 41255.7773 - mean_absolute_error: 168.7788 - val_loss: 78169.1321 - val_mean_absolute_error: 259.8971
Epoch 364/5000
148/148 [==============================] - 0s 27us/step - loss: 40959.2031 - mean_absolute_error: 168.1041 - val_loss: 77700.3417 - val_mean_absolute_error: 259.0469
Epoch 365/5000
148/148 [==============================] - 0s 27us/step - loss: 40663.4883 - mean_absolute_error: 167.4279 - val_loss: 77232.8369 - val_mean_absolute_error: 258.1956
Epoch 366/5000
148/148 [==============================] - 0s 27us/step - loss: 40369.0117 - mean_absolute_error: 166.7509 - val_loss: 76765.6710 - val_mean_absolute_error: 257.3414
Epoch 367/5000
148/148 [==============================] - 0s 34us/step - loss: 40075.1172 - mean_absolute_error: 166.0722 - val_loss: 76299.9592 - val_mean_absolute_error: 256.4865
Epoch 368/5000
148/148 [==============================] - 0s 27us/step - loss: 39782.4727 - mean_absolute_error: 165.3938 - val_loss: 75835.1817 - val_mean_absolute_error: 255.6298
Epoch 369/5000
148/148 [==============================] - 0s 34us/step - loss: 39490.7109 - mean_absolute_error: 164.7139 - val_loss: 75370.7800 - val_mean_absolute_error: 254.7702
Epoch 370/5000
148/148 [==============================] - 0s 34us/step - loss: 39199.4453 - mean_absolute_error: 164.0314 - val_loss: 74907.8790 - val_mean_absolute_error: 253.9097
Epoch 371/5000
148/148 [==============================] - 0s 20us/step - loss: 38909.4688 - mean_absolute_error: 163.3481 - val_loss: 74445.4217 - val_mean_absolute_error: 253.0463
Epoch 372/5000
148/148 [==============================] - 0s 27us/step - loss: 38620.2109 - mean_absolute_error: 162.6627 - val_loss: 73984.4162 - val_mean_absolute_error: 252.1821
Epoch 373/5000
148/148 [==============================] - 0s 34us/step - loss: 38332.3320 - mean_absolute_error: 161.9768 - val_loss: 73524.3269 - val_mean_absolute_error: 251.3190
Epoch 374/5000
148/148 [==============================] - 0s 27us/step - loss: 38045.4180 - mean_absolute_error: 161.2895 - val_loss: 73064.5590 - val_mean_absolute_error: 250.4602
Epoch 375/5000
148/148 [==============================] - 0s 34us/step - loss: 37759.2188 - mean_absolute_error: 160.6000 - val_loss: 72606.4548 - val_mean_absolute_error: 249.6009
Epoch 376/5000
148/148 [==============================] - 0s 34us/step - loss: 37474.1836 - mean_absolute_error: 159.9095 - val_loss: 72149.3194 - val_mean_absolute_error: 248.7397
Epoch 377/5000
148/148 [==============================] - 0s 20us/step - loss: 37189.9258 - mean_absolute_error: 159.2169 - val_loss: 71693.1892 - val_mean_absolute_error: 247.8769
Epoch 378/5000
148/148 [==============================] - 0s 41us/step - loss: 36906.7305 - mean_absolute_error: 158.5228 - val_loss: 71238.1871 - val_mean_absolute_error: 247.0124
Epoch 379/5000
148/148 [==============================] - 0s 27us/step - loss: 36624.6875 - mean_absolute_error: 157.8396 - val_loss: 70783.8773 - val_mean_absolute_error: 246.1456
Epoch 380/5000
148/148 [==============================] - 0s 27us/step - loss: 36343.5312 - mean_absolute_error: 157.1548 - val_loss: 70330.7627 - val_mean_absolute_error: 245.2772
Epoch 381/5000
148/148 [==============================] - 0s 27us/step - loss: 36063.5898 - mean_absolute_error: 156.4691 - val_loss: 69879.4238 - val_mean_absolute_error: 244.4083
Epoch 382/5000
148/148 [==============================] - 0s 34us/step - loss: 35785.2109 - mean_absolute_error: 155.7832 - val_loss: 69429.4021 - val_mean_absolute_error: 243.5382
Epoch 383/5000
148/148 [==============================] - 0s 27us/step - loss: 35508.0117 - mean_absolute_error: 155.1030 - val_loss: 68980.7198 - val_mean_absolute_error: 242.6667
Epoch 384/5000
148/148 [==============================] - 0s 27us/step - loss: 35232.0195 - mean_absolute_error: 154.4260 - val_loss: 68533.1915 - val_mean_absolute_error: 241.7938
Epoch 385/5000
148/148 [==============================] - 0s 34us/step - loss: 34957.3164 - mean_absolute_error: 153.7482 - val_loss: 68087.1556 - val_mean_absolute_error: 240.9198
Epoch 386/5000
148/148 [==============================] - 0s 34us/step - loss: 34683.9570 - mean_absolute_error: 153.0698 - val_loss: 67642.6890 - val_mean_absolute_error: 240.0449
Epoch 387/5000
148/148 [==============================] - 0s 27us/step - loss: 34411.9375 - mean_absolute_error: 152.3908 - val_loss: 67199.7675 - val_mean_absolute_error: 239.1692
Epoch 388/5000
148/148 [==============================] - 0s 27us/step - loss: 34141.2812 - mean_absolute_error: 151.7113 - val_loss: 66758.3902 - val_mean_absolute_error: 238.2925
Epoch 389/5000
148/148 [==============================] - 0s 27us/step - loss: 33872.0000 - mean_absolute_error: 151.0310 - val_loss: 66318.5108 - val_mean_absolute_error: 237.4147
Epoch 390/5000
148/148 [==============================] - 0s 34us/step - loss: 33604.1367 - mean_absolute_error: 150.3501 - val_loss: 65880.1835 - val_mean_absolute_error: 236.5357
Epoch 391/5000
148/148 [==============================] - 0s 34us/step - loss: 33337.7188 - mean_absolute_error: 149.6685 - val_loss: 65443.5154 - val_mean_absolute_error: 235.6557
Epoch 392/5000
148/148 [==============================] - 0s 27us/step - loss: 33072.7383 - mean_absolute_error: 148.9864 - val_loss: 65008.5259 - val_mean_absolute_error: 234.7751
Epoch 393/5000
148/148 [==============================] - 0s 27us/step - loss: 32809.1836 - mean_absolute_error: 148.3039 - val_loss: 64575.0839 - val_mean_absolute_error: 233.8936
Epoch 394/5000
148/148 [==============================] - 0s 27us/step - loss: 32546.9824 - mean_absolute_error: 147.6207 - val_loss: 64143.3553 - val_mean_absolute_error: 233.0114
Epoch 395/5000
148/148 [==============================] - 0s 41us/step - loss: 32286.2227 - mean_absolute_error: 146.9371 - val_loss: 63713.3688 - val_mean_absolute_error: 232.1286
Epoch 396/5000
148/148 [==============================] - 0s 27us/step - loss: 32026.9824 - mean_absolute_error: 146.2532 - val_loss: 63285.1357 - val_mean_absolute_error: 231.2453
Epoch 397/5000
148/148 [==============================] - 0s 27us/step - loss: 31769.2695 - mean_absolute_error: 145.5691 - val_loss: 62858.6601 - val_mean_absolute_error: 230.3614
Epoch 398/5000
148/148 [==============================] - 0s 27us/step - loss: 31513.0605 - mean_absolute_error: 144.8846 - val_loss: 62433.5966 - val_mean_absolute_error: 229.4763
Epoch 399/5000
148/148 [==============================] - 0s 34us/step - loss: 31258.1113 - mean_absolute_error: 144.1992 - val_loss: 62010.8289 - val_mean_absolute_error: 228.5916
Epoch 400/5000
148/148 [==============================] - 0s 47us/step - loss: 31005.0039 - mean_absolute_error: 143.5144 - val_loss: 61589.9564 - val_mean_absolute_error: 227.7064
Epoch 401/5000
148/148 [==============================] - 0s 34us/step - loss: 30753.3438 - mean_absolute_error: 142.8299 - val_loss: 61170.9399 - val_mean_absolute_error: 226.8210
Epoch 402/5000
148/148 [==============================] - 0s 27us/step - loss: 30503.2324 - mean_absolute_error: 142.1470 - val_loss: 60753.7913 - val_mean_absolute_error: 225.9377
Epoch 403/5000
148/148 [==============================] - 0s 34us/step - loss: 30254.7461 - mean_absolute_error: 141.4640 - val_loss: 60338.4944 - val_mean_absolute_error: 225.0657
Epoch 404/5000
148/148 [==============================] - 0s 27us/step - loss: 30007.9062 - mean_absolute_error: 140.7811 - val_loss: 59925.0452 - val_mean_absolute_error: 224.1935
Epoch 405/5000
148/148 [==============================] - 0s 34us/step - loss: 29762.7324 - mean_absolute_error: 140.0986 - val_loss: 59513.5866 - val_mean_absolute_error: 223.3211
Epoch 406/5000
148/148 [==============================] - 0s 20us/step - loss: 29519.2441 - mean_absolute_error: 139.4163 - val_loss: 59104.1720 - val_mean_absolute_error: 222.4489
Epoch 407/5000
148/148 [==============================] - 0s 34us/step - loss: 29277.4531 - mean_absolute_error: 138.7343 - val_loss: 58696.4292 - val_mean_absolute_error: 221.5758
Epoch 408/5000
148/148 [==============================] - 0s 27us/step - loss: 29037.1191 - mean_absolute_error: 138.0518 - val_loss: 58291.1800 - val_mean_absolute_error: 220.7037
Epoch 409/5000
148/148 [==============================] - 0s 27us/step - loss: 28798.6855 - mean_absolute_error: 137.3704 - val_loss: 57888.0198 - val_mean_absolute_error: 219.8317
Epoch 410/5000
148/148 [==============================] - 0s 27us/step - loss: 28561.8984 - mean_absolute_error: 136.7002 - val_loss: 57486.3756 - val_mean_absolute_error: 218.9588
Epoch 411/5000
148/148 [==============================] - 0s 41us/step - loss: 28326.5273 - mean_absolute_error: 136.0336 - val_loss: 57087.1831 - val_mean_absolute_error: 218.0868
Epoch 412/5000
148/148 [==============================] - 0s 27us/step - loss: 28093.1094 - mean_absolute_error: 135.3680 - val_loss: 56689.8056 - val_mean_absolute_error: 217.2143
Epoch 413/5000
148/148 [==============================] - 0s 34us/step - loss: 27861.2246 - mean_absolute_error: 134.7023 - val_loss: 56294.9873 - val_mean_absolute_error: 216.3430
Epoch 414/5000
148/148 [==============================] - 0s 27us/step - loss: 27631.3301 - mean_absolute_error: 134.0403 - val_loss: 55902.3597 - val_mean_absolute_error: 215.4719
Epoch 415/5000
148/148 [==============================] - 0s 27us/step - loss: 27403.1621 - mean_absolute_error: 133.3848 - val_loss: 55511.9451 - val_mean_absolute_error: 214.6013
Epoch 416/5000
148/148 [==============================] - 0s 41us/step - loss: 27176.7324 - mean_absolute_error: 132.7296 - val_loss: 55123.7380 - val_mean_absolute_error: 213.7310
Epoch 417/5000
148/148 [==============================] - 0s 27us/step - loss: 26952.0723 - mean_absolute_error: 132.0750 - val_loss: 54737.7295 - val_mean_absolute_error: 212.8613
Epoch 418/5000
148/148 [==============================] - 0s 27us/step - loss: 26729.0176 - mean_absolute_error: 131.4205 - val_loss: 54353.8559 - val_mean_absolute_error: 211.9918
Epoch 419/5000
148/148 [==============================] - 0s 41us/step - loss: 26507.6309 - mean_absolute_error: 130.7679 - val_loss: 53971.8717 - val_mean_absolute_error: 211.1221
Epoch 420/5000
148/148 [==============================] - 0s 27us/step - loss: 26287.8320 - mean_absolute_error: 130.1152 - val_loss: 53592.0822 - val_mean_absolute_error: 210.2528
Epoch 421/5000
148/148 [==============================] - 0s 27us/step - loss: 26069.7773 - mean_absolute_error: 129.4631 - val_loss: 53214.3246 - val_mean_absolute_error: 209.3837
Epoch 422/5000
148/148 [==============================] - 0s 34us/step - loss: 25853.4434 - mean_absolute_error: 128.8113 - val_loss: 52838.7281 - val_mean_absolute_error: 208.5151
Epoch 423/5000
148/148 [==============================] - 0s 34us/step - loss: 25638.9141 - mean_absolute_error: 128.1600 - val_loss: 52465.3849 - val_mean_absolute_error: 207.6471
Epoch 424/5000
148/148 [==============================] - 0s 27us/step - loss: 25426.2188 - mean_absolute_error: 127.5095 - val_loss: 52094.6540 - val_mean_absolute_error: 206.7805
Epoch 425/5000
148/148 [==============================] - 0s 34us/step - loss: 25215.5723 - mean_absolute_error: 126.8604 - val_loss: 51726.0431 - val_mean_absolute_error: 205.9144
Epoch 426/5000
148/148 [==============================] - 0s 20us/step - loss: 25006.7188 - mean_absolute_error: 126.2120 - val_loss: 51359.4296 - val_mean_absolute_error: 205.0483
Epoch 427/5000
148/148 [==============================] - 0s 27us/step - loss: 24799.5352 - mean_absolute_error: 125.5640 - val_loss: 50995.4962 - val_mean_absolute_error: 204.1840
Epoch 428/5000
148/148 [==============================] - 0s 34us/step - loss: 24594.4316 - mean_absolute_error: 124.9176 - val_loss: 50634.0428 - val_mean_absolute_error: 203.3210
Epoch 429/5000
148/148 [==============================] - 0s 34us/step - loss: 24391.1562 - mean_absolute_error: 124.2723 - val_loss: 50275.0384 - val_mean_absolute_error: 202.4591
Epoch 430/5000
148/148 [==============================] - 0s 27us/step - loss: 24189.6914 - mean_absolute_error: 123.6277 - val_loss: 49918.4936 - val_mean_absolute_error: 201.5985
Epoch 431/5000
148/148 [==============================] - 0s 41us/step - loss: 23990.0508 - mean_absolute_error: 122.9839 - val_loss: 49564.2970 - val_mean_absolute_error: 200.7389
Epoch 432/5000
148/148 [==============================] - 0s 34us/step - loss: 23792.2188 - mean_absolute_error: 122.3410 - val_loss: 49212.5480 - val_mean_absolute_error: 199.8806
Epoch 433/5000
148/148 [==============================] - 0s 27us/step - loss: 23596.2656 - mean_absolute_error: 121.6994 - val_loss: 48863.3271 - val_mean_absolute_error: 199.0238
Epoch 434/5000
148/148 [==============================] - 0s 34us/step - loss: 23402.2129 - mean_absolute_error: 121.0653 - val_loss: 48516.6301 - val_mean_absolute_error: 198.1684
Epoch 435/5000
148/148 [==============================] - 0s 20us/step - loss: 23210.0586 - mean_absolute_error: 120.4426 - val_loss: 48172.1537 - val_mean_absolute_error: 197.3139
Epoch 436/5000
148/148 [==============================] - 0s 34us/step - loss: 23019.6113 - mean_absolute_error: 119.8205 - val_loss: 47830.2618 - val_mean_absolute_error: 196.4610
Epoch 437/5000
148/148 [==============================] - 0s 34us/step - loss: 22831.0684 - mean_absolute_error: 119.1999 - val_loss: 47490.9546 - val_mean_absolute_error: 195.6099
Epoch 438/5000
148/148 [==============================] - 0s 27us/step - loss: 22644.4375 - mean_absolute_error: 118.5808 - val_loss: 47154.4994 - val_mean_absolute_error: 194.7611
Epoch 439/5000
148/148 [==============================] - 0s 27us/step - loss: 22459.8906 - mean_absolute_error: 117.9638 - val_loss: 46820.2984 - val_mean_absolute_error: 193.9130
Epoch 440/5000
148/148 [==============================] - 0s 27us/step - loss: 22277.0898 - mean_absolute_error: 117.3480 - val_loss: 46488.9760 - val_mean_absolute_error: 193.0676
Epoch 441/5000
148/148 [==============================] - 0s 41us/step - loss: 22096.3594 - mean_absolute_error: 116.7343 - val_loss: 46160.2853 - val_mean_absolute_error: 192.2241
Epoch 442/5000
148/148 [==============================] - 0s 34us/step - loss: 21917.5430 - mean_absolute_error: 116.1224 - val_loss: 45833.8077 - val_mean_absolute_error: 191.3816
Epoch 443/5000
148/148 [==============================] - 0s 27us/step - loss: 21740.4805 - mean_absolute_error: 115.5120 - val_loss: 45510.2176 - val_mean_absolute_error: 190.5418
Epoch 444/5000
148/148 [==============================] - 0s 27us/step - loss: 21565.4883 - mean_absolute_error: 114.9039 - val_loss: 45189.2772 - val_mean_absolute_error: 189.7043
Epoch 445/5000
148/148 [==============================] - 0s 34us/step - loss: 21392.3848 - mean_absolute_error: 114.2977 - val_loss: 44870.9176 - val_mean_absolute_error: 188.8688
Epoch 446/5000
148/148 [==============================] - 0s 47us/step - loss: 21221.1680 - mean_absolute_error: 113.6933 - val_loss: 44554.9779 - val_mean_absolute_error: 188.0350
Epoch 447/5000
148/148 [==============================] - 0s 34us/step - loss: 21051.6934 - mean_absolute_error: 113.0903 - val_loss: 44241.7377 - val_mean_absolute_error: 187.2035
Epoch 448/5000
148/148 [==============================] - 0s 41us/step - loss: 20884.1230 - mean_absolute_error: 112.4892 - val_loss: 43931.4599 - val_mean_absolute_error: 186.3833
Epoch 449/5000
148/148 [==============================] - 0s 20us/step - loss: 20718.5840 - mean_absolute_error: 111.8906 - val_loss: 43623.8491 - val_mean_absolute_error: 185.5699
Epoch 450/5000
148/148 [==============================] - 0s 34us/step - loss: 20554.9219 - mean_absolute_error: 111.2940 - val_loss: 43318.8592 - val_mean_absolute_error: 184.7588
Epoch 451/5000
148/148 [==============================] - 0s 27us/step - loss: 20393.1445 - mean_absolute_error: 110.6995 - val_loss: 43016.4581 - val_mean_absolute_error: 183.9502
Epoch 452/5000
148/148 [==============================] - 0s 27us/step - loss: 20233.2441 - mean_absolute_error: 110.1072 - val_loss: 42716.7269 - val_mean_absolute_error: 183.1442
Epoch 453/5000
148/148 [==============================] - 0s 27us/step - loss: 20075.2109 - mean_absolute_error: 109.5170 - val_loss: 42419.6496 - val_mean_absolute_error: 182.3407
Epoch 454/5000
148/148 [==============================] - 0s 20us/step - loss: 19919.0430 - mean_absolute_error: 108.9292 - val_loss: 42124.9509 - val_mean_absolute_error: 181.5409
Epoch 455/5000
148/148 [==============================] - 0s 41us/step - loss: 19764.6016 - mean_absolute_error: 108.3562 - val_loss: 41832.9290 - val_mean_absolute_error: 180.7522
Epoch 456/5000
148/148 [==============================] - 0s 27us/step - loss: 19612.0117 - mean_absolute_error: 107.7855 - val_loss: 41543.8318 - val_mean_absolute_error: 179.9669
Epoch 457/5000
148/148 [==============================] - 0s 27us/step - loss: 19461.3965 - mean_absolute_error: 107.2176 - val_loss: 41257.4147 - val_mean_absolute_error: 179.1884
Epoch 458/5000
148/148 [==============================] - 0s 27us/step - loss: 19312.5957 - mean_absolute_error: 106.6521 - val_loss: 40973.6668 - val_mean_absolute_error: 178.4247
Epoch 459/5000
148/148 [==============================] - 0s 27us/step - loss: 19165.6055 - mean_absolute_error: 106.0890 - val_loss: 40692.5793 - val_mean_absolute_error: 177.6638
Epoch 460/5000
148/148 [==============================] - 0s 41us/step - loss: 19020.4355 - mean_absolute_error: 105.5283 - val_loss: 40414.1483 - val_mean_absolute_error: 176.9059
Epoch 461/5000
148/148 [==============================] - 0s 27us/step - loss: 18877.0684 - mean_absolute_error: 104.9702 - val_loss: 40138.3973 - val_mean_absolute_error: 176.1509
Epoch 462/5000
148/148 [==============================] - 0s 27us/step - loss: 18735.5000 - mean_absolute_error: 104.4145 - val_loss: 39865.1831 - val_mean_absolute_error: 175.3986
Epoch 463/5000
148/148 [==============================] - 0s 34us/step - loss: 18595.7188 - mean_absolute_error: 103.8615 - val_loss: 39594.5795 - val_mean_absolute_error: 174.6493
Epoch 464/5000
148/148 [==============================] - 0s 27us/step - loss: 18457.6934 - mean_absolute_error: 103.3110 - val_loss: 39326.5900 - val_mean_absolute_error: 173.9029
Epoch 465/5000
148/148 [==============================] - 0s 47us/step - loss: 18321.4219 - mean_absolute_error: 102.7631 - val_loss: 39061.2029 - val_mean_absolute_error: 173.1594
Epoch 466/5000
148/148 [==============================] - 0s 27us/step - loss: 18186.9082 - mean_absolute_error: 102.2178 - val_loss: 38798.3334 - val_mean_absolute_error: 172.4211
Epoch 467/5000
148/148 [==============================] - 0s 34us/step - loss: 18054.1387 - mean_absolute_error: 101.6751 - val_loss: 38538.0625 - val_mean_absolute_error: 171.6863
Epoch 468/5000
148/148 [==============================] - 0s 27us/step - loss: 17923.0996 - mean_absolute_error: 101.1352 - val_loss: 38280.3867 - val_mean_absolute_error: 170.9546
Epoch 469/5000
148/148 [==============================] - 0s 40us/step - loss: 17793.7832 - mean_absolute_error: 100.5980 - val_loss: 38025.3169 - val_mean_absolute_error: 170.2261
Epoch 470/5000
148/148 [==============================] - 0s 34us/step - loss: 17666.1875 - mean_absolute_error: 100.0636 - val_loss: 37772.8491 - val_mean_absolute_error: 169.5010
Epoch 471/5000
148/148 [==============================] - 0s 41us/step - loss: 17540.2930 - mean_absolute_error: 99.5321 - val_loss: 37522.8262 - val_mean_absolute_error: 168.7790
Epoch 472/5000
148/148 [==============================] - 0s 27us/step - loss: 17416.0645 - mean_absolute_error: 99.0096 - val_loss: 37275.2322 - val_mean_absolute_error: 168.0600
Epoch 473/5000
148/148 [==============================] - 0s 34us/step - loss: 17293.5039 - mean_absolute_error: 98.4988 - val_loss: 37030.1868 - val_mean_absolute_error: 167.3443
Epoch 474/5000
148/148 [==============================] - 0s 27us/step - loss: 17172.6055 - mean_absolute_error: 97.9908 - val_loss: 36787.5031 - val_mean_absolute_error: 166.6313
Epoch 475/5000
148/148 [==============================] - 0s 34us/step - loss: 17053.2539 - mean_absolute_error: 97.4851 - val_loss: 36547.5625 - val_mean_absolute_error: 165.9224
Epoch 476/5000
148/148 [==============================] - 0s 34us/step - loss: 16935.6387 - mean_absolute_error: 96.9944 - val_loss: 36310.1551 - val_mean_absolute_error: 165.2170
Epoch 477/5000
148/148 [==============================] - 0s 27us/step - loss: 16819.6484 - mean_absolute_error: 96.5226 - val_loss: 36075.0324 - val_mean_absolute_error: 164.5143
Epoch 478/5000
148/148 [==============================] - 0s 27us/step - loss: 16705.1719 - mean_absolute_error: 96.0551 - val_loss: 35842.4084 - val_mean_absolute_error: 163.8156
Epoch 479/5000
148/148 [==============================] - 0s 27us/step - loss: 16592.2734 - mean_absolute_error: 95.5901 - val_loss: 35612.2873 - val_mean_absolute_error: 163.1215
Epoch 480/5000
148/148 [==============================] - 0s 41us/step - loss: 16480.9414 - mean_absolute_error: 95.1411 - val_loss: 35384.8136 - val_mean_absolute_error: 162.4315
Epoch 481/5000
148/148 [==============================] - 0s 27us/step - loss: 16371.2666 - mean_absolute_error: 94.6981 - val_loss: 35159.8092 - val_mean_absolute_error: 161.7451
Epoch 482/5000
148/148 [==============================] - 0s 27us/step - loss: 16263.1387 - mean_absolute_error: 94.2577 - val_loss: 34937.2158 - val_mean_absolute_error: 161.0623
Epoch 483/5000
148/148 [==============================] - 0s 34us/step - loss: 16156.5215 - mean_absolute_error: 93.8200 - val_loss: 34716.8740 - val_mean_absolute_error: 160.3827
Epoch 484/5000
148/148 [==============================] - 0s 34us/step - loss: 16051.3398 - mean_absolute_error: 93.3846 - val_loss: 34498.9083 - val_mean_absolute_error: 159.7065
Epoch 485/5000
148/148 [==============================] - 0s 34us/step - loss: 15947.6660 - mean_absolute_error: 92.9628 - val_loss: 34283.5095 - val_mean_absolute_error: 159.0347
Epoch 486/5000
148/148 [==============================] - 0s 34us/step - loss: 15845.5693 - mean_absolute_error: 92.5456 - val_loss: 34070.4732 - val_mean_absolute_error: 158.3668
Epoch 487/5000
148/148 [==============================] - 0s 34us/step - loss: 15744.9512 - mean_absolute_error: 92.1309 - val_loss: 33859.7958 - val_mean_absolute_error: 157.7026
Epoch 488/5000
148/148 [==============================] - 0s 34us/step - loss: 15645.7920 - mean_absolute_error: 91.7189 - val_loss: 33651.4933 - val_mean_absolute_error: 157.0423
Epoch 489/5000
148/148 [==============================] - 0s 34us/step - loss: 15548.0811 - mean_absolute_error: 91.3094 - val_loss: 33445.3732 - val_mean_absolute_error: 156.3853
Epoch 490/5000
148/148 [==============================] - 0s 20us/step - loss: 15451.7295 - mean_absolute_error: 90.9022 - val_loss: 33241.7660 - val_mean_absolute_error: 155.7327
Epoch 491/5000
148/148 [==============================] - 0s 34us/step - loss: 15356.8779 - mean_absolute_error: 90.4981 - val_loss: 33040.3219 - val_mean_absolute_error: 155.0834
Epoch 492/5000
148/148 [==============================] - 0s 27us/step - loss: 15263.3584 - mean_absolute_error: 90.0963 - val_loss: 32841.3427 - val_mean_absolute_error: 154.4384
Epoch 493/5000
148/148 [==============================] - 0s 20us/step - loss: 15171.3037 - mean_absolute_error: 89.6976 - val_loss: 32644.6339 - val_mean_absolute_error: 153.7972
Epoch 494/5000
148/148 [==============================] - 0s 34us/step - loss: 15080.6270 - mean_absolute_error: 89.3016 - val_loss: 32450.2242 - val_mean_absolute_error: 153.1602
Epoch 495/5000
148/148 [==============================] - 0s 34us/step - loss: 14991.3145 - mean_absolute_error: 88.9084 - val_loss: 32258.0735 - val_mean_absolute_error: 152.5271
Epoch 496/5000
148/148 [==============================] - 0s 27us/step - loss: 14903.3447 - mean_absolute_error: 88.5179 - val_loss: 32068.1870 - val_mean_absolute_error: 151.8980
Epoch 497/5000
148/148 [==============================] - 0s 34us/step - loss: 14816.7041 - mean_absolute_error: 88.1302 - val_loss: 31880.5479 - val_mean_absolute_error: 151.2730
Epoch 498/5000
148/148 [==============================] - 0s 27us/step - loss: 14731.3799 - mean_absolute_error: 87.7453 - val_loss: 31694.9943 - val_mean_absolute_error: 150.6559
Epoch 499/5000
148/148 [==============================] - 0s 27us/step - loss: 14647.2686 - mean_absolute_error: 87.3628 - val_loss: 31511.6223 - val_mean_absolute_error: 150.0536
Epoch 500/5000
148/148 [==============================] - 0s 41us/step - loss: 14564.4395 - mean_absolute_error: 86.9830 - val_loss: 31330.5683 - val_mean_absolute_error: 149.4558
Epoch 501/5000
148/148 [==============================] - 0s 27us/step - loss: 14482.9375 - mean_absolute_error: 86.6132 - val_loss: 31151.6553 - val_mean_absolute_error: 148.8620
Epoch 502/5000
148/148 [==============================] - 0s 27us/step - loss: 14402.6807 - mean_absolute_error: 86.2533 - val_loss: 30974.8621 - val_mean_absolute_error: 148.2721
Epoch 503/5000
148/148 [==============================] - 0s 40us/step - loss: 14323.6592 - mean_absolute_error: 85.9009 - val_loss: 30800.1907 - val_mean_absolute_error: 147.6862
Epoch 504/5000
148/148 [==============================] - 0s 20us/step - loss: 14245.8535 - mean_absolute_error: 85.5579 - val_loss: 30627.6255 - val_mean_absolute_error: 147.1044
Epoch 505/5000
148/148 [==============================] - 0s 34us/step - loss: 14169.2480 - mean_absolute_error: 85.2174 - val_loss: 30457.1573 - val_mean_absolute_error: 146.5267
Epoch 506/5000
148/148 [==============================] - 0s 34us/step - loss: 14093.8340 - mean_absolute_error: 84.8796 - val_loss: 30288.5817 - val_mean_absolute_error: 145.9526
Epoch 507/5000
148/148 [==============================] - 0s 27us/step - loss: 14019.5322 - mean_absolute_error: 84.5441 - val_loss: 30122.1794 - val_mean_absolute_error: 145.3830
Epoch 508/5000
148/148 [==============================] - 0s 34us/step - loss: 13946.4424 - mean_absolute_error: 84.2114 - val_loss: 29957.8047 - val_mean_absolute_error: 144.8174
Epoch 509/5000
148/148 [==============================] - 0s 27us/step - loss: 13874.4951 - mean_absolute_error: 83.8814 - val_loss: 29795.3228 - val_mean_absolute_error: 144.2555
Epoch 510/5000
148/148 [==============================] - 0s 27us/step - loss: 13803.6162 - mean_absolute_error: 83.5537 - val_loss: 29634.8347 - val_mean_absolute_error: 143.6979
Epoch 511/5000
148/148 [==============================] - 0s 41us/step - loss: 13733.9023 - mean_absolute_error: 83.2288 - val_loss: 29476.1555 - val_mean_absolute_error: 143.1440
Epoch 512/5000
148/148 [==============================] - 0s 27us/step - loss: 13665.2305 - mean_absolute_error: 82.9063 - val_loss: 29319.4716 - val_mean_absolute_error: 142.5945
Epoch 513/5000
148/148 [==============================] - 0s 27us/step - loss: 13597.6885 - mean_absolute_error: 82.5868 - val_loss: 29164.5251 - val_mean_absolute_error: 142.0486
Epoch 514/5000
148/148 [==============================] - 0s 27us/step - loss: 13531.1592 - mean_absolute_error: 82.2695 - val_loss: 29011.5723 - val_mean_absolute_error: 141.5162
Epoch 515/5000
148/148 [==============================] - 0s 27us/step - loss: 13465.7285 - mean_absolute_error: 81.9551 - val_loss: 28860.5254 - val_mean_absolute_error: 140.9976
Epoch 516/5000
148/148 [==============================] - 0s 27us/step - loss: 13401.3252 - mean_absolute_error: 81.6433 - val_loss: 28711.2235 - val_mean_absolute_error: 140.4825
Epoch 517/5000
148/148 [==============================] - 0s 47us/step - loss: 13337.8877 - mean_absolute_error: 81.3339 - val_loss: 28563.7851 - val_mean_absolute_error: 139.9714
Epoch 518/5000
148/148 [==============================] - 0s 20us/step - loss: 13275.4521 - mean_absolute_error: 81.0270 - val_loss: 28418.1873 - val_mean_absolute_error: 139.4641
Epoch 519/5000
148/148 [==============================] - 0s 20us/step - loss: 13214.0234 - mean_absolute_error: 80.7228 - val_loss: 28274.4603 - val_mean_absolute_error: 138.9609
Epoch 520/5000
148/148 [==============================] - 0s 34us/step - loss: 13153.6299 - mean_absolute_error: 80.4215 - val_loss: 28132.3180 - val_mean_absolute_error: 138.4632
Epoch 521/5000
148/148 [==============================] - 0s 41us/step - loss: 13094.1484 - mean_absolute_error: 80.1225 - val_loss: 27992.0422 - val_mean_absolute_error: 137.9776
Epoch 522/5000
148/148 [==============================] - 0s 34us/step - loss: 13035.6670 - mean_absolute_error: 79.8312 - val_loss: 27853.4974 - val_mean_absolute_error: 137.4957
Epoch 523/5000
148/148 [==============================] - 0s 34us/step - loss: 12978.1279 - mean_absolute_error: 79.5461 - val_loss: 27716.5471 - val_mean_absolute_error: 137.0171
Epoch 524/5000
148/148 [==============================] - 0s 27us/step - loss: 12921.4609 - mean_absolute_error: 79.2631 - val_loss: 27581.3902 - val_mean_absolute_error: 136.5424
Epoch 525/5000
148/148 [==============================] - 0s 27us/step - loss: 12865.7344 - mean_absolute_error: 78.9827 - val_loss: 27447.9044 - val_mean_absolute_error: 136.0715
Epoch 526/5000
148/148 [==============================] - 0s 34us/step - loss: 12810.8936 - mean_absolute_error: 78.7047 - val_loss: 27316.0818 - val_mean_absolute_error: 135.6044
Epoch 527/5000
148/148 [==============================] - 0s 27us/step - loss: 12756.9258 - mean_absolute_error: 78.4291 - val_loss: 27185.8994 - val_mean_absolute_error: 135.1427
Epoch 528/5000
148/148 [==============================] - 0s 27us/step - loss: 12703.8252 - mean_absolute_error: 78.1560 - val_loss: 27057.3303 - val_mean_absolute_error: 134.6919
Epoch 529/5000
148/148 [==============================] - 0s 27us/step - loss: 12651.5889 - mean_absolute_error: 77.8855 - val_loss: 26930.3719 - val_mean_absolute_error: 134.2532
Epoch 530/5000
148/148 [==============================] - 0s 27us/step - loss: 12600.1885 - mean_absolute_error: 77.6174 - val_loss: 26804.9811 - val_mean_absolute_error: 133.8180
Epoch 531/5000
148/148 [==============================] - 0s 41us/step - loss: 12549.6055 - mean_absolute_error: 77.3517 - val_loss: 26681.1531 - val_mean_absolute_error: 133.3862
Epoch 532/5000
148/148 [==============================] - 0s 34us/step - loss: 12499.8291 - mean_absolute_error: 77.0914 - val_loss: 26558.8669 - val_mean_absolute_error: 132.9579
Epoch 533/5000
148/148 [==============================] - 0s 27us/step - loss: 12450.8457 - mean_absolute_error: 76.8452 - val_loss: 26438.0292 - val_mean_absolute_error: 132.5378
Epoch 534/5000
148/148 [==============================] - 0s 27us/step - loss: 12402.6064 - mean_absolute_error: 76.6030 - val_loss: 26318.6483 - val_mean_absolute_error: 132.1263
Epoch 535/5000
148/148 [==============================] - 0s 27us/step - loss: 12355.1318 - mean_absolute_error: 76.3713 - val_loss: 26200.7480 - val_mean_absolute_error: 131.7190
Epoch 536/5000
148/148 [==============================] - 0s 20us/step - loss: 12308.4121 - mean_absolute_error: 76.1418 - val_loss: 26084.3383 - val_mean_absolute_error: 131.3216
Epoch 537/5000
148/148 [==============================] - 0s 27us/step - loss: 12262.4629 - mean_absolute_error: 75.9216 - val_loss: 25969.2805 - val_mean_absolute_error: 130.9296
Epoch 538/5000
148/148 [==============================] - 0s 41us/step - loss: 12217.2090 - mean_absolute_error: 75.7034 - val_loss: 25855.7153 - val_mean_absolute_error: 130.5468
Epoch 539/5000
148/148 [==============================] - 0s 20us/step - loss: 12172.6982 - mean_absolute_error: 75.4873 - val_loss: 25743.5044 - val_mean_absolute_error: 130.1671
Epoch 540/5000
148/148 [==============================] - 0s 27us/step - loss: 12128.8594 - mean_absolute_error: 75.2730 - val_loss: 25632.7742 - val_mean_absolute_error: 129.7908
Epoch 541/5000
148/148 [==============================] - 0s 27us/step - loss: 12085.7383 - mean_absolute_error: 75.0677 - val_loss: 25523.4086 - val_mean_absolute_error: 129.4178
Epoch 542/5000
148/148 [==============================] - 0s 47us/step - loss: 12043.2930 - mean_absolute_error: 74.8673 - val_loss: 25415.2446 - val_mean_absolute_error: 129.0476
Epoch 543/5000
148/148 [==============================] - 0s 20us/step - loss: 12001.4834 - mean_absolute_error: 74.6748 - val_loss: 25308.4821 - val_mean_absolute_error: 128.6809
Epoch 544/5000
148/148 [==============================] - 0s 34us/step - loss: 11960.3535 - mean_absolute_error: 74.4844 - val_loss: 25203.0538 - val_mean_absolute_error: 128.3173
Epoch 545/5000
148/148 [==============================] - 0s 27us/step - loss: 11919.8623 - mean_absolute_error: 74.2956 - val_loss: 25098.8755 - val_mean_absolute_error: 127.9567
Epoch 546/5000
148/148 [==============================] - 0s 27us/step - loss: 11879.9717 - mean_absolute_error: 74.1084 - val_loss: 24995.9146 - val_mean_absolute_error: 127.5991
Epoch 547/5000
148/148 [==============================] - 0s 34us/step - loss: 11840.6992 - mean_absolute_error: 73.9228 - val_loss: 24894.1947 - val_mean_absolute_error: 127.2446
Epoch 548/5000
148/148 [==============================] - 0s 34us/step - loss: 11802.0312 - mean_absolute_error: 73.7388 - val_loss: 24793.8115 - val_mean_absolute_error: 126.8934
Epoch 549/5000
148/148 [==============================] - 0s 34us/step - loss: 11763.9844 - mean_absolute_error: 73.5613 - val_loss: 24694.6846 - val_mean_absolute_error: 126.5455
Epoch 550/5000
148/148 [==============================] - 0s 27us/step - loss: 11726.5205 - mean_absolute_error: 73.3927 - val_loss: 24596.7890 - val_mean_absolute_error: 126.2007
Epoch 551/5000
148/148 [==============================] - 0s 27us/step - loss: 11689.6270 - mean_absolute_error: 73.2272 - val_loss: 24500.0411 - val_mean_absolute_error: 125.8588
Epoch 552/5000
148/148 [==============================] - 0s 34us/step - loss: 11653.2715 - mean_absolute_error: 73.0630 - val_loss: 24404.5621 - val_mean_absolute_error: 125.5202
Epoch 553/5000
148/148 [==============================] - 0s 27us/step - loss: 11617.4902 - mean_absolute_error: 72.9030 - val_loss: 24310.2066 - val_mean_absolute_error: 125.1844
Epoch 554/5000
148/148 [==============================] - 0s 34us/step - loss: 11582.2490 - mean_absolute_error: 72.7474 - val_loss: 24216.9640 - val_mean_absolute_error: 124.8514
Epoch 555/5000
148/148 [==============================] - 0s 27us/step - loss: 11547.5156 - mean_absolute_error: 72.5939 - val_loss: 24124.8658 - val_mean_absolute_error: 124.5215
Epoch 556/5000
148/148 [==============================] - 0s 34us/step - loss: 11513.3018 - mean_absolute_error: 72.4431 - val_loss: 24033.9690 - val_mean_absolute_error: 124.1961
Epoch 557/5000
148/148 [==============================] - 0s 27us/step - loss: 11479.6211 - mean_absolute_error: 72.2939 - val_loss: 23944.1821 - val_mean_absolute_error: 123.8801
Epoch 558/5000
148/148 [==============================] - 0s 27us/step - loss: 11446.4590 - mean_absolute_error: 72.1461 - val_loss: 23855.4917 - val_mean_absolute_error: 123.5686
Epoch 559/5000
148/148 [==============================] - 0s 27us/step - loss: 11413.7891 - mean_absolute_error: 72.0050 - val_loss: 23767.8213 - val_mean_absolute_error: 123.2596
Epoch 560/5000
148/148 [==============================] - 0s 34us/step - loss: 11381.5791 - mean_absolute_error: 71.8671 - val_loss: 23681.2791 - val_mean_absolute_error: 122.9558
Epoch 561/5000
148/148 [==============================] - 0s 34us/step - loss: 11349.8613 - mean_absolute_error: 71.7306 - val_loss: 23595.7926 - val_mean_absolute_error: 122.6575
Epoch 562/5000
148/148 [==============================] - 0s 34us/step - loss: 11318.6104 - mean_absolute_error: 71.5952 - val_loss: 23511.3467 - val_mean_absolute_error: 122.3730
Epoch 563/5000
148/148 [==============================] - 0s 27us/step - loss: 11287.8105 - mean_absolute_error: 71.4611 - val_loss: 23427.9181 - val_mean_absolute_error: 122.0927
Epoch 564/5000
148/148 [==============================] - 0s 27us/step - loss: 11257.4570 - mean_absolute_error: 71.3282 - val_loss: 23345.4987 - val_mean_absolute_error: 121.8149
Epoch 565/5000
148/148 [==============================] - 0s 41us/step - loss: 11227.5391 - mean_absolute_error: 71.2034 - val_loss: 23264.0603 - val_mean_absolute_error: 121.5394
Epoch 566/5000
148/148 [==============================] - 0s 27us/step - loss: 11198.0488 - mean_absolute_error: 71.0797 - val_loss: 23183.6022 - val_mean_absolute_error: 121.2663
Epoch 567/5000
148/148 [==============================] - 0s 27us/step - loss: 11168.9727 - mean_absolute_error: 70.9570 - val_loss: 23104.0978 - val_mean_absolute_error: 120.9957
Epoch 568/5000
148/148 [==============================] - 0s 34us/step - loss: 11140.3066 - mean_absolute_error: 70.8354 - val_loss: 23025.4826 - val_mean_absolute_error: 120.7272
Epoch 569/5000
148/148 [==============================] - 0s 34us/step - loss: 11112.0234 - mean_absolute_error: 70.7148 - val_loss: 22947.7492 - val_mean_absolute_error: 120.4617
Epoch 570/5000
148/148 [==============================] - 0s 34us/step - loss: 11084.1533 - mean_absolute_error: 70.5953 - val_loss: 22870.8454 - val_mean_absolute_error: 120.2044
Epoch 571/5000
148/148 [==============================] - 0s 34us/step - loss: 11056.6523 - mean_absolute_error: 70.4768 - val_loss: 22794.8391 - val_mean_absolute_error: 119.9492
Epoch 572/5000
148/148 [==============================] - 0s 34us/step - loss: 11029.5283 - mean_absolute_error: 70.3593 - val_loss: 22719.7245 - val_mean_absolute_error: 119.6963
Epoch 573/5000
148/148 [==============================] - 0s 27us/step - loss: 11002.7764 - mean_absolute_error: 70.2429 - val_loss: 22645.4418 - val_mean_absolute_error: 119.4455
Epoch 574/5000
148/148 [==============================] - 0s 41us/step - loss: 10976.3896 - mean_absolute_error: 70.1281 - val_loss: 22572.0725 - val_mean_absolute_error: 119.1971
Epoch 575/5000
148/148 [==============================] - 0s 27us/step - loss: 10950.3740 - mean_absolute_error: 70.0174 - val_loss: 22499.5598 - val_mean_absolute_error: 118.9508
Epoch 576/5000
148/148 [==============================] - 0s 27us/step - loss: 10924.7100 - mean_absolute_error: 69.9077 - val_loss: 22427.8435 - val_mean_absolute_error: 118.7066
Epoch 577/5000
148/148 [==============================] - 0s 34us/step - loss: 10899.3701 - mean_absolute_error: 69.7989 - val_loss: 22356.9613 - val_mean_absolute_error: 118.4652
Epoch 578/5000
148/148 [==============================] - 0s 27us/step - loss: 10874.3838 - mean_absolute_error: 69.6983 - val_loss: 22286.7934 - val_mean_absolute_error: 118.2280
Epoch 579/5000
148/148 [==============================] - 0s 34us/step - loss: 10849.7236 - mean_absolute_error: 69.6007 - val_loss: 22217.3828 - val_mean_absolute_error: 117.9927
Epoch 580/5000
148/148 [==============================] - 0s 34us/step - loss: 10825.3594 - mean_absolute_error: 69.5040 - val_loss: 22148.7304 - val_mean_absolute_error: 117.7596
Epoch 581/5000
148/148 [==============================] - 0s 27us/step - loss: 10801.2959 - mean_absolute_error: 69.4109 - val_loss: 22080.8989 - val_mean_absolute_error: 117.5322
Epoch 582/5000
148/148 [==============================] - 0s 34us/step - loss: 10777.5537 - mean_absolute_error: 69.3203 - val_loss: 22013.8273 - val_mean_absolute_error: 117.3068
Epoch 583/5000
148/148 [==============================] - 0s 27us/step - loss: 10754.1133 - mean_absolute_error: 69.2355 - val_loss: 21947.4708 - val_mean_absolute_error: 117.0831
Epoch 584/5000
148/148 [==============================] - 0s 27us/step - loss: 10730.9482 - mean_absolute_error: 69.1515 - val_loss: 21881.8567 - val_mean_absolute_error: 116.8614
Epoch 585/5000
148/148 [==============================] - 0s 20us/step - loss: 10708.0771 - mean_absolute_error: 69.0682 - val_loss: 21817.0375 - val_mean_absolute_error: 116.6418
Epoch 586/5000
148/148 [==============================] - 0s 27us/step - loss: 10685.5469 - mean_absolute_error: 68.9856 - val_loss: 21752.9222 - val_mean_absolute_error: 116.4272
Epoch 587/5000
148/148 [==============================] - 0s 41us/step - loss: 10663.2783 - mean_absolute_error: 68.9035 - val_loss: 21689.5664 - val_mean_absolute_error: 116.2166
Epoch 588/5000
148/148 [==============================] - 0s 34us/step - loss: 10641.2998 - mean_absolute_error: 68.8221 - val_loss: 21626.8872 - val_mean_absolute_error: 116.0077
Epoch 589/5000
148/148 [==============================] - 0s 34us/step - loss: 10619.5732 - mean_absolute_error: 68.7411 - val_loss: 21564.9457 - val_mean_absolute_error: 115.8010
Epoch 590/5000
148/148 [==============================] - 0s 27us/step - loss: 10598.1221 - mean_absolute_error: 68.6609 - val_loss: 21503.6940 - val_mean_absolute_error: 115.6002
Epoch 591/5000
148/148 [==============================] - 0s 41us/step - loss: 10576.9277 - mean_absolute_error: 68.5813 - val_loss: 21443.1036 - val_mean_absolute_error: 115.4012
Epoch 592/5000
148/148 [==============================] - 0s 34us/step - loss: 10555.9873 - mean_absolute_error: 68.5027 - val_loss: 21383.1314 - val_mean_absolute_error: 115.2036
Epoch 593/5000
148/148 [==============================] - 0s 20us/step - loss: 10535.3018 - mean_absolute_error: 68.4276 - val_loss: 21323.7790 - val_mean_absolute_error: 115.0077
Epoch 594/5000
148/148 [==============================] - 0s 34us/step - loss: 10514.8496 - mean_absolute_error: 68.3573 - val_loss: 21265.0751 - val_mean_absolute_error: 114.8133
Epoch 595/5000
148/148 [==============================] - 0s 27us/step - loss: 10494.6357 - mean_absolute_error: 68.2882 - val_loss: 21207.0440 - val_mean_absolute_error: 114.6208
Epoch 596/5000
148/148 [==============================] - 0s 27us/step - loss: 10474.6680 - mean_absolute_error: 68.2197 - val_loss: 21149.6421 - val_mean_absolute_error: 114.4299
Epoch 597/5000
148/148 [==============================] - 0s 41us/step - loss: 10454.9102 - mean_absolute_error: 68.1516 - val_loss: 21092.8967 - val_mean_absolute_error: 114.2408
Epoch 598/5000
148/148 [==============================] - 0s 34us/step - loss: 10435.3750 - mean_absolute_error: 68.0841 - val_loss: 21036.7491 - val_mean_absolute_error: 114.0533
Epoch 599/5000
148/148 [==============================] - 0s 20us/step - loss: 10416.1006 - mean_absolute_error: 68.0182 - val_loss: 20981.1958 - val_mean_absolute_error: 113.8698
Epoch 600/5000
148/148 [==============================] - 0s 34us/step - loss: 10397.0410 - mean_absolute_error: 67.9553 - val_loss: 20926.1751 - val_mean_absolute_error: 113.6932
Epoch 601/5000
148/148 [==============================] - 0s 20us/step - loss: 10378.1914 - mean_absolute_error: 67.8935 - val_loss: 20871.7428 - val_mean_absolute_error: 113.5213
Epoch 602/5000
148/148 [==============================] - 0s 34us/step - loss: 10359.5469 - mean_absolute_error: 67.8372 - val_loss: 20817.8812 - val_mean_absolute_error: 113.3512
Epoch 603/5000
148/148 [==============================] - 0s 41us/step - loss: 10341.1035 - mean_absolute_error: 67.7811 - val_loss: 20764.5548 - val_mean_absolute_error: 113.1824
Epoch 604/5000
148/148 [==============================] - 0s 27us/step - loss: 10322.8467 - mean_absolute_error: 67.7261 - val_loss: 20711.8230 - val_mean_absolute_error: 113.0152
Epoch 605/5000
148/148 [==============================] - 0s 27us/step - loss: 10304.7949 - mean_absolute_error: 67.6744 - val_loss: 20659.6404 - val_mean_absolute_error: 112.8493
Epoch 606/5000
148/148 [==============================] - 0s 34us/step - loss: 10286.9307 - mean_absolute_error: 67.6230 - val_loss: 20607.9659 - val_mean_absolute_error: 112.6883
Epoch 607/5000
148/148 [==============================] - 0s 27us/step - loss: 10269.2441 - mean_absolute_error: 67.5718 - val_loss: 20556.8372 - val_mean_absolute_error: 112.5290
Epoch 608/5000
148/148 [==============================] - 0s 20us/step - loss: 10251.7500 - mean_absolute_error: 67.5210 - val_loss: 20506.2327 - val_mean_absolute_error: 112.3710
Epoch 609/5000
148/148 [==============================] - 0s 41us/step - loss: 10234.4346 - mean_absolute_error: 67.4704 - val_loss: 20456.1108 - val_mean_absolute_error: 112.2142
Epoch 610/5000
148/148 [==============================] - 0s 34us/step - loss: 10217.2832 - mean_absolute_error: 67.4200 - val_loss: 20406.5290 - val_mean_absolute_error: 112.0588
Epoch 611/5000
148/148 [==============================] - 0s 41us/step - loss: 10200.3213 - mean_absolute_error: 67.3701 - val_loss: 20357.3704 - val_mean_absolute_error: 111.9045
Epoch 612/5000
148/148 [==============================] - 0s 27us/step - loss: 10183.5283 - mean_absolute_error: 67.3205 - val_loss: 20308.7091 - val_mean_absolute_error: 111.7514
Epoch 613/5000
148/148 [==============================] - 0s 34us/step - loss: 10166.8936 - mean_absolute_error: 67.2712 - val_loss: 20260.5436 - val_mean_absolute_error: 111.5996
Epoch 614/5000
148/148 [==============================] - 0s 27us/step - loss: 10150.3750 - mean_absolute_error: 67.2219 - val_loss: 20212.8356 - val_mean_absolute_error: 111.4490
Epoch 615/5000
148/148 [==============================] - 0s 27us/step - loss: 10133.9941 - mean_absolute_error: 67.1728 - val_loss: 20165.5715 - val_mean_absolute_error: 111.2995
Epoch 616/5000
148/148 [==============================] - 0s 34us/step - loss: 10117.7568 - mean_absolute_error: 67.1239 - val_loss: 20118.7972 - val_mean_absolute_error: 111.1513
Epoch 617/5000
148/148 [==============================] - 0s 27us/step - loss: 10101.6318 - mean_absolute_error: 67.0752 - val_loss: 20072.5034 - val_mean_absolute_error: 111.0060
Epoch 618/5000
148/148 [==============================] - 0s 27us/step - loss: 10085.6016 - mean_absolute_error: 67.0266 - val_loss: 20026.6759 - val_mean_absolute_error: 110.8622
Epoch 619/5000
148/148 [==============================] - 0s 34us/step - loss: 10069.7021 - mean_absolute_error: 66.9782 - val_loss: 19981.2699 - val_mean_absolute_error: 110.7216
Epoch 620/5000
148/148 [==============================] - 0s 34us/step - loss: 10053.9219 - mean_absolute_error: 66.9317 - val_loss: 19936.3047 - val_mean_absolute_error: 110.5830
Epoch 621/5000
148/148 [==============================] - 0s 27us/step - loss: 10038.2979 - mean_absolute_error: 66.8892 - val_loss: 19891.8177 - val_mean_absolute_error: 110.4457
Epoch 622/5000
148/148 [==============================] - 0s 41us/step - loss: 10022.8096 - mean_absolute_error: 66.8468 - val_loss: 19847.7615 - val_mean_absolute_error: 110.3095
Epoch 623/5000
148/148 [==============================] - 0s 20us/step - loss: 10007.4502 - mean_absolute_error: 66.8047 - val_loss: 19804.0938 - val_mean_absolute_error: 110.1742
Epoch 624/5000
148/148 [==============================] - 0s 27us/step - loss: 9992.2080 - mean_absolute_error: 66.7643 - val_loss: 19760.8545 - val_mean_absolute_error: 110.0399
Epoch 625/5000
148/148 [==============================] - 0s 27us/step - loss: 9977.0879 - mean_absolute_error: 66.7252 - val_loss: 19718.0362 - val_mean_absolute_error: 109.9068
Epoch 626/5000
148/148 [==============================] - 0s 41us/step - loss: 9962.0918 - mean_absolute_error: 66.6892 - val_loss: 19675.5767 - val_mean_absolute_error: 109.7746
Epoch 627/5000
148/148 [==============================] - 0s 27us/step - loss: 9947.2178 - mean_absolute_error: 66.6533 - val_loss: 19633.5066 - val_mean_absolute_error: 109.6435
Epoch 628/5000
148/148 [==============================] - 0s 34us/step - loss: 9932.4697 - mean_absolute_error: 66.6176 - val_loss: 19591.8368 - val_mean_absolute_error: 109.5134
Epoch 629/5000
148/148 [==============================] - 0s 34us/step - loss: 9917.7861 - mean_absolute_error: 66.5819 - val_loss: 19550.5266 - val_mean_absolute_error: 109.3843
Epoch 630/5000
148/148 [==============================] - 0s 27us/step - loss: 9903.2031 - mean_absolute_error: 66.5465 - val_loss: 19509.5789 - val_mean_absolute_error: 109.2560
Epoch 631/5000
148/148 [==============================] - 0s 41us/step - loss: 9888.7236 - mean_absolute_error: 66.5111 - val_loss: 19468.9839 - val_mean_absolute_error: 109.1287
Epoch 632/5000
148/148 [==============================] - 0s 27us/step - loss: 9874.3643 - mean_absolute_error: 66.4761 - val_loss: 19428.7410 - val_mean_absolute_error: 109.0022
Epoch 633/5000
148/148 [==============================] - 0s 27us/step - loss: 9860.1074 - mean_absolute_error: 66.4411 - val_loss: 19388.8501 - val_mean_absolute_error: 108.8768
Epoch 634/5000
148/148 [==============================] - 0s 34us/step - loss: 9845.9502 - mean_absolute_error: 66.4063 - val_loss: 19349.3003 - val_mean_absolute_error: 108.7522
Epoch 635/5000
148/148 [==============================] - 0s 27us/step - loss: 9831.8926 - mean_absolute_error: 66.3715 - val_loss: 19310.0953 - val_mean_absolute_error: 108.6285
Epoch 636/5000
148/148 [==============================] - 0s 41us/step - loss: 9817.9307 - mean_absolute_error: 66.3369 - val_loss: 19271.2262 - val_mean_absolute_error: 108.5056
Epoch 637/5000
148/148 [==============================] - 0s 34us/step - loss: 9804.0684 - mean_absolute_error: 66.3024 - val_loss: 19232.6858 - val_mean_absolute_error: 108.3835
Epoch 638/5000
148/148 [==============================] - 0s 27us/step - loss: 9790.3018 - mean_absolute_error: 66.2679 - val_loss: 19194.4720 - val_mean_absolute_error: 108.2623
Epoch 639/5000
148/148 [==============================] - 0s 27us/step - loss: 9776.6289 - mean_absolute_error: 66.2336 - val_loss: 19156.5846 - val_mean_absolute_error: 108.1419
Epoch 640/5000
148/148 [==============================] - 0s 27us/step - loss: 9763.0518 - mean_absolute_error: 66.1994 - val_loss: 19119.0149 - val_mean_absolute_error: 108.0223
Epoch 641/5000
148/148 [==============================] - 0s 34us/step - loss: 9749.5654 - mean_absolute_error: 66.1652 - val_loss: 19081.7608 - val_mean_absolute_error: 107.9036
Epoch 642/5000
148/148 [==============================] - 0s 27us/step - loss: 9736.1816 - mean_absolute_error: 66.1314 - val_loss: 19044.8240 - val_mean_absolute_error: 107.7856
Epoch 643/5000
148/148 [==============================] - 0s 34us/step - loss: 9722.8975 - mean_absolute_error: 66.0977 - val_loss: 19008.1871 - val_mean_absolute_error: 107.6684
Epoch 644/5000
148/148 [==============================] - 0s 27us/step - loss: 9709.7031 - mean_absolute_error: 66.0640 - val_loss: 18971.8408 - val_mean_absolute_error: 107.5519
Epoch 645/5000
148/148 [==============================] - 0s 27us/step - loss: 9696.5967 - mean_absolute_error: 66.0305 - val_loss: 18935.7943 - val_mean_absolute_error: 107.4363
Epoch 646/5000
148/148 [==============================] - 0s 27us/step - loss: 9683.5781 - mean_absolute_error: 65.9972 - val_loss: 18900.0447 - val_mean_absolute_error: 107.3213
Epoch 647/5000
148/148 [==============================] - 0s 40us/step - loss: 9670.6475 - mean_absolute_error: 65.9641 - val_loss: 18864.5849 - val_mean_absolute_error: 107.2071
Epoch 648/5000
148/148 [==============================] - 0s 27us/step - loss: 9657.8066 - mean_absolute_error: 65.9311 - val_loss: 18829.4222 - val_mean_absolute_error: 107.0935
Epoch 649/5000
148/148 [==============================] - 0s 34us/step - loss: 9645.0625 - mean_absolute_error: 65.8983 - val_loss: 18794.5470 - val_mean_absolute_error: 106.9807
Epoch 650/5000
148/148 [==============================] - 0s 27us/step - loss: 9632.4004 - mean_absolute_error: 65.8656 - val_loss: 18759.9617 - val_mean_absolute_error: 106.8686
Epoch 651/5000
148/148 [==============================] - 0s 27us/step - loss: 9619.8154 - mean_absolute_error: 65.8329 - val_loss: 18725.6558 - val_mean_absolute_error: 106.7573
Epoch 652/5000
148/148 [==============================] - 0s 27us/step - loss: 9607.3027 - mean_absolute_error: 65.8002 - val_loss: 18691.5941 - val_mean_absolute_error: 106.6466
Epoch 653/5000
148/148 [==============================] - 0s 41us/step - loss: 9594.8643 - mean_absolute_error: 65.7675 - val_loss: 18657.8142 - val_mean_absolute_error: 106.5367
Epoch 654/5000
148/148 [==============================] - 0s 27us/step - loss: 9582.5059 - mean_absolute_error: 65.7350 - val_loss: 18624.3028 - val_mean_absolute_error: 106.4275
Epoch 655/5000
148/148 [==============================] - 0s 34us/step - loss: 9570.2246 - mean_absolute_error: 65.7042 - val_loss: 18591.0280 - val_mean_absolute_error: 106.3189
Epoch 656/5000
148/148 [==============================] - 0s 27us/step - loss: 9558.0117 - mean_absolute_error: 65.6746 - val_loss: 18558.0274 - val_mean_absolute_error: 106.2110
Epoch 657/5000
148/148 [==============================] - 0s 34us/step - loss: 9545.8760 - mean_absolute_error: 65.6450 - val_loss: 18525.2835 - val_mean_absolute_error: 106.1038
Epoch 658/5000
148/148 [==============================] - 0s 34us/step - loss: 9533.8125 - mean_absolute_error: 65.6155 - val_loss: 18492.7957 - val_mean_absolute_error: 105.9973
Epoch 659/5000
148/148 [==============================] - 0s 27us/step - loss: 9521.8184 - mean_absolute_error: 65.5861 - val_loss: 18460.5586 - val_mean_absolute_error: 105.8915
Epoch 660/5000
148/148 [==============================] - 0s 20us/step - loss: 9509.8965 - mean_absolute_error: 65.5567 - val_loss: 18428.5316 - val_mean_absolute_error: 105.7862
Epoch 661/5000
148/148 [==============================] - 0s 34us/step - loss: 9498.0527 - mean_absolute_error: 65.5275 - val_loss: 18396.7606 - val_mean_absolute_error: 105.6817
Epoch 662/5000
148/148 [==============================] - 0s 34us/step - loss: 9486.3086 - mean_absolute_error: 65.4984 - val_loss: 18365.2099 - val_mean_absolute_error: 105.5775
Epoch 663/5000
148/148 [==============================] - 0s 27us/step - loss: 9474.6396 - mean_absolute_error: 65.4696 - val_loss: 18333.8877 - val_mean_absolute_error: 105.4739
Epoch 664/5000
148/148 [==============================] - 0s 34us/step - loss: 9463.0342 - mean_absolute_error: 65.4409 - val_loss: 18302.7954 - val_mean_absolute_error: 105.3709
Epoch 665/5000
148/148 [==============================] - 0s 27us/step - loss: 9451.4971 - mean_absolute_error: 65.4129 - val_loss: 18271.9572 - val_mean_absolute_error: 105.2686
Epoch 666/5000
148/148 [==============================] - 0s 41us/step - loss: 9440.0498 - mean_absolute_error: 65.3850 - val_loss: 18241.3604 - val_mean_absolute_error: 105.1669
Epoch 667/5000
148/148 [==============================] - 0s 27us/step - loss: 9428.6904 - mean_absolute_error: 65.3572 - val_loss: 18210.9891 - val_mean_absolute_error: 105.0658
Epoch 668/5000
148/148 [==============================] - 0s 27us/step - loss: 9417.3896 - mean_absolute_error: 65.3295 - val_loss: 18180.8706 - val_mean_absolute_error: 104.9654
Epoch 669/5000
148/148 [==============================] - 0s 20us/step - loss: 9406.1572 - mean_absolute_error: 65.3018 - val_loss: 18150.9503 - val_mean_absolute_error: 104.8656
Epoch 670/5000
148/148 [==============================] - 0s 34us/step - loss: 9394.9805 - mean_absolute_error: 65.2748 - val_loss: 18121.2746 - val_mean_absolute_error: 104.7664
Epoch 671/5000
148/148 [==============================] - 0s 27us/step - loss: 9383.8691 - mean_absolute_error: 65.2487 - val_loss: 18091.8262 - val_mean_absolute_error: 104.6678
Epoch 672/5000
148/148 [==============================] - 0s 20us/step - loss: 9372.8193 - mean_absolute_error: 65.2226 - val_loss: 18062.5816 - val_mean_absolute_error: 104.5697
Epoch 673/5000
148/148 [==============================] - 0s 34us/step - loss: 9361.8223 - mean_absolute_error: 65.1966 - val_loss: 18033.6090 - val_mean_absolute_error: 104.4724
Epoch 674/5000
148/148 [==============================] - 0s 34us/step - loss: 9350.8896 - mean_absolute_error: 65.1706 - val_loss: 18004.8945 - val_mean_absolute_error: 104.3757
Epoch 675/5000
148/148 [==============================] - 0s 34us/step - loss: 9339.9902 - mean_absolute_error: 65.1446 - val_loss: 17976.3670 - val_mean_absolute_error: 104.2795
Epoch 676/5000
148/148 [==============================] - 0s 41us/step - loss: 9329.1104 - mean_absolute_error: 65.1184 - val_loss: 17948.0542 - val_mean_absolute_error: 104.1838
Epoch 677/5000
148/148 [==============================] - 0s 27us/step - loss: 9318.2852 - mean_absolute_error: 65.0921 - val_loss: 17919.9391 - val_mean_absolute_error: 104.0886
Epoch 678/5000
148/148 [==============================] - 0s 27us/step - loss: 9307.5107 - mean_absolute_error: 65.0658 - val_loss: 17892.0230 - val_mean_absolute_error: 103.9939
Epoch 679/5000
148/148 [==============================] - 0s 27us/step - loss: 9296.7822 - mean_absolute_error: 65.0395 - val_loss: 17864.3021 - val_mean_absolute_error: 103.8997
Epoch 680/5000
148/148 [==============================] - 0s 41us/step - loss: 9286.1035 - mean_absolute_error: 65.0132 - val_loss: 17836.7174 - val_mean_absolute_error: 103.8074
Epoch 681/5000
148/148 [==============================] - 0s 27us/step - loss: 9275.4648 - mean_absolute_error: 64.9868 - val_loss: 17809.3332 - val_mean_absolute_error: 103.7175
Epoch 682/5000
148/148 [==============================] - 0s 47us/step - loss: 9264.8779 - mean_absolute_error: 64.9604 - val_loss: 17782.1297 - val_mean_absolute_error: 103.6279
Epoch 683/5000
148/148 [==============================] - 0s 20us/step - loss: 9254.3389 - mean_absolute_error: 64.9339 - val_loss: 17754.9965 - val_mean_absolute_error: 103.5385
Epoch 684/5000
148/148 [==============================] - 0s 27us/step - loss: 9243.8408 - mean_absolute_error: 64.9074 - val_loss: 17727.9876 - val_mean_absolute_error: 103.4494
Epoch 685/5000
148/148 [==============================] - 0s 47us/step - loss: 9233.3857 - mean_absolute_error: 64.8809 - val_loss: 17701.1228 - val_mean_absolute_error: 103.3606
Epoch 686/5000
148/148 [==============================] - 0s 27us/step - loss: 9223.0195 - mean_absolute_error: 64.8546 - val_loss: 17674.4115 - val_mean_absolute_error: 103.2721
Epoch 687/5000
148/148 [==============================] - 0s 34us/step - loss: 9212.5342 - mean_absolute_error: 64.8281 - val_loss: 17647.8802 - val_mean_absolute_error: 103.1841
Epoch 688/5000
148/148 [==============================] - 0s 27us/step - loss: 9201.9639 - mean_absolute_error: 64.8013 - val_loss: 17621.5440 - val_mean_absolute_error: 103.0969
Epoch 689/5000
148/148 [==============================] - 0s 20us/step - loss: 9191.3789 - mean_absolute_error: 64.7745 - val_loss: 17595.3973 - val_mean_absolute_error: 103.0103
Epoch 690/5000
148/148 [==============================] - 0s 47us/step - loss: 9180.7969 - mean_absolute_error: 64.7478 - val_loss: 17569.4407 - val_mean_absolute_error: 102.9245
Epoch 691/5000
148/148 [==============================] - 0s 27us/step - loss: 9170.2217 - mean_absolute_error: 64.7211 - val_loss: 17543.6609 - val_mean_absolute_error: 102.8392
Epoch 692/5000
148/148 [==============================] - 0s 27us/step - loss: 9159.6562 - mean_absolute_error: 64.6944 - val_loss: 17518.0605 - val_mean_absolute_error: 102.7546
Epoch 693/5000
148/148 [==============================] - 0s 27us/step - loss: 9149.1025 - mean_absolute_error: 64.6678 - val_loss: 17492.6227 - val_mean_absolute_error: 102.6705
Epoch 694/5000
148/148 [==============================] - 0s 27us/step - loss: 9138.5576 - mean_absolute_error: 64.6414 - val_loss: 17467.3443 - val_mean_absolute_error: 102.5870
Epoch 695/5000
148/148 [==============================] - 0s 34us/step - loss: 9128.0586 - mean_absolute_error: 64.6162 - val_loss: 17442.2428 - val_mean_absolute_error: 102.5040
Epoch 696/5000
148/148 [==============================] - 0s 41us/step - loss: 9117.5967 - mean_absolute_error: 64.5913 - val_loss: 17417.3061 - val_mean_absolute_error: 102.4215
Epoch 697/5000
148/148 [==============================] - 0s 27us/step - loss: 9107.1592 - mean_absolute_error: 64.5663 - val_loss: 17392.5308 - val_mean_absolute_error: 102.3395
Epoch 698/5000
148/148 [==============================] - 0s 27us/step - loss: 9096.7490 - mean_absolute_error: 64.5414 - val_loss: 17367.8891 - val_mean_absolute_error: 102.2579
Epoch 699/5000
148/148 [==============================] - 0s 27us/step - loss: 9086.3604 - mean_absolute_error: 64.5165 - val_loss: 17343.4144 - val_mean_absolute_error: 102.1768
Epoch 700/5000
148/148 [==============================] - 0s 27us/step - loss: 9076.0049 - mean_absolute_error: 64.4916 - val_loss: 17319.0739 - val_mean_absolute_error: 102.0961
Epoch 701/5000
148/148 [==============================] - 0s 27us/step - loss: 9065.6729 - mean_absolute_error: 64.4666 - val_loss: 17294.8559 - val_mean_absolute_error: 102.0157
Epoch 702/5000
148/148 [==============================] - 0s 34us/step - loss: 9055.3711 - mean_absolute_error: 64.4417 - val_loss: 17270.7972 - val_mean_absolute_error: 101.9358
Epoch 703/5000
148/148 [==============================] - 0s 27us/step - loss: 9045.1025 - mean_absolute_error: 64.4168 - val_loss: 17246.8663 - val_mean_absolute_error: 101.8562
Epoch 704/5000
148/148 [==============================] - 0s 27us/step - loss: 9034.8652 - mean_absolute_error: 64.3920 - val_loss: 17223.0639 - val_mean_absolute_error: 101.7770
Epoch 705/5000
148/148 [==============================] - 0s 27us/step - loss: 9024.6572 - mean_absolute_error: 64.3671 - val_loss: 17199.3910 - val_mean_absolute_error: 101.6981
Epoch 706/5000
148/148 [==============================] - 0s 34us/step - loss: 9014.4736 - mean_absolute_error: 64.3422 - val_loss: 17175.8676 - val_mean_absolute_error: 101.6197
Epoch 707/5000
148/148 [==============================] - 0s 34us/step - loss: 9004.3281 - mean_absolute_error: 64.3173 - val_loss: 17152.4574 - val_mean_absolute_error: 101.5415
Epoch 708/5000
148/148 [==============================] - 0s 34us/step - loss: 8994.2090 - mean_absolute_error: 64.2924 - val_loss: 17129.1779 - val_mean_absolute_error: 101.4637
Epoch 709/5000
148/148 [==============================] - 0s 27us/step - loss: 8984.1230 - mean_absolute_error: 64.2675 - val_loss: 17106.0081 - val_mean_absolute_error: 101.3860
Epoch 710/5000
148/148 [==============================] - 0s 34us/step - loss: 8974.0742 - mean_absolute_error: 64.2426 - val_loss: 17082.9713 - val_mean_absolute_error: 101.3088
Epoch 711/5000
148/148 [==============================] - 0s 27us/step - loss: 8964.0605 - mean_absolute_error: 64.2178 - val_loss: 17059.9818 - val_mean_absolute_error: 101.2317
Epoch 712/5000
148/148 [==============================] - 0s 27us/step - loss: 8954.0967 - mean_absolute_error: 64.1930 - val_loss: 17037.0478 - val_mean_absolute_error: 101.1550
Epoch 713/5000
148/148 [==============================] - 0s 20us/step - loss: 8944.1660 - mean_absolute_error: 64.1683 - val_loss: 17014.2445 - val_mean_absolute_error: 101.0785
Epoch 714/5000
148/148 [==============================] - 0s 47us/step - loss: 8934.2656 - mean_absolute_error: 64.1435 - val_loss: 16991.5834 - val_mean_absolute_error: 101.0028
Epoch 715/5000
148/148 [==============================] - 0s 27us/step - loss: 8924.4033 - mean_absolute_error: 64.1188 - val_loss: 16969.0472 - val_mean_absolute_error: 100.9273
Epoch 716/5000
148/148 [==============================] - 0s 27us/step - loss: 8914.5762 - mean_absolute_error: 64.0941 - val_loss: 16946.6332 - val_mean_absolute_error: 100.8522
Epoch 717/5000
148/148 [==============================] - 0s 34us/step - loss: 8904.7783 - mean_absolute_error: 64.0695 - val_loss: 16924.3318 - val_mean_absolute_error: 100.7773
Epoch 718/5000
148/148 [==============================] - 0s 34us/step - loss: 8895.0137 - mean_absolute_error: 64.0448 - val_loss: 16902.1515 - val_mean_absolute_error: 100.7028
Epoch 719/5000
148/148 [==============================] - 0s 27us/step - loss: 8885.2783 - mean_absolute_error: 64.0201 - val_loss: 16880.0702 - val_mean_absolute_error: 100.6285
Epoch 720/5000
148/148 [==============================] - 0s 34us/step - loss: 8875.6064 - mean_absolute_error: 63.9956 - val_loss: 16858.0905 - val_mean_absolute_error: 100.5544
Epoch 721/5000
148/148 [==============================] - 0s 27us/step - loss: 8865.9717 - mean_absolute_error: 63.9712 - val_loss: 16836.2063 - val_mean_absolute_error: 100.4805
Epoch 722/5000
148/148 [==============================] - 0s 41us/step - loss: 8856.3652 - mean_absolute_error: 63.9467 - val_loss: 16814.4382 - val_mean_absolute_error: 100.4069
Epoch 723/5000
148/148 [==============================] - 0s 20us/step - loss: 8846.7969 - mean_absolute_error: 63.9223 - val_loss: 16792.7415 - val_mean_absolute_error: 100.3335
Epoch 724/5000
148/148 [==============================] - 0s 34us/step - loss: 8837.2588 - mean_absolute_error: 63.8978 - val_loss: 16771.0836 - val_mean_absolute_error: 100.2602
Epoch 725/5000
148/148 [==============================] - 0s 27us/step - loss: 8827.7529 - mean_absolute_error: 63.8732 - val_loss: 16749.4775 - val_mean_absolute_error: 100.1869
Epoch 726/5000
148/148 [==============================] - 0s 41us/step - loss: 8818.2725 - mean_absolute_error: 63.8487 - val_loss: 16727.9761 - val_mean_absolute_error: 100.1137
Epoch 727/5000
148/148 [==============================] - 0s 27us/step - loss: 8808.8223 - mean_absolute_error: 63.8241 - val_loss: 16706.5921 - val_mean_absolute_error: 100.0409
Epoch 728/5000
148/148 [==============================] - 0s 34us/step - loss: 8799.4072 - mean_absolute_error: 63.7996 - val_loss: 16685.3126 - val_mean_absolute_error: 99.9683
Epoch 729/5000
148/148 [==============================] - 0s 27us/step - loss: 8790.0215 - mean_absolute_error: 63.7749 - val_loss: 16664.1223 - val_mean_absolute_error: 99.8960
Epoch 730/5000
148/148 [==============================] - 0s 27us/step - loss: 8780.6641 - mean_absolute_error: 63.7509 - val_loss: 16642.9848 - val_mean_absolute_error: 99.8238
Epoch 731/5000
148/148 [==============================] - 0s 41us/step - loss: 8771.3350 - mean_absolute_error: 63.7273 - val_loss: 16621.9550 - val_mean_absolute_error: 99.7518
Epoch 732/5000
148/148 [==============================] - 0s 27us/step - loss: 8762.0508 - mean_absolute_error: 63.7038 - val_loss: 16601.0134 - val_mean_absolute_error: 99.6800
Epoch 733/5000
148/148 [==============================] - 0s 27us/step - loss: 8752.8018 - mean_absolute_error: 63.6802 - val_loss: 16580.1696 - val_mean_absolute_error: 99.6086
Epoch 734/5000
148/148 [==============================] - 0s 34us/step - loss: 8743.5752 - mean_absolute_error: 63.6567 - val_loss: 16559.4454 - val_mean_absolute_error: 99.5374
Epoch 735/5000
148/148 [==============================] - 0s 27us/step - loss: 8734.3809 - mean_absolute_error: 63.6331 - val_loss: 16538.8229 - val_mean_absolute_error: 99.4666
Epoch 736/5000
148/148 [==============================] - 0s 41us/step - loss: 8725.2080 - mean_absolute_error: 63.6094 - val_loss: 16518.3137 - val_mean_absolute_error: 99.3973
Epoch 737/5000
148/148 [==============================] - 0s 34us/step - loss: 8716.0908 - mean_absolute_error: 63.5859 - val_loss: 16497.9118 - val_mean_absolute_error: 99.3284
Epoch 738/5000
148/148 [==============================] - 0s 20us/step - loss: 8707.0098 - mean_absolute_error: 63.5623 - val_loss: 16477.6102 - val_mean_absolute_error: 99.2598
Epoch 739/5000
148/148 [==============================] - 0s 34us/step - loss: 8697.9512 - mean_absolute_error: 63.5394 - val_loss: 16457.4294 - val_mean_absolute_error: 99.1915
Epoch 740/5000
148/148 [==============================] - 0s 27us/step - loss: 8688.9229 - mean_absolute_error: 63.5176 - val_loss: 16437.3467 - val_mean_absolute_error: 99.1236
Epoch 741/5000
148/148 [==============================] - 0s 41us/step - loss: 8679.9180 - mean_absolute_error: 63.4957 - val_loss: 16417.3682 - val_mean_absolute_error: 99.0559
Epoch 742/5000
148/148 [==============================] - 0s 27us/step - loss: 8670.9365 - mean_absolute_error: 63.4738 - val_loss: 16397.5014 - val_mean_absolute_error: 98.9886
Epoch 743/5000
148/148 [==============================] - 0s 20us/step - loss: 8661.9863 - mean_absolute_error: 63.4518 - val_loss: 16377.6926 - val_mean_absolute_error: 98.9213
Epoch 744/5000
148/148 [==============================] - 0s 27us/step - loss: 8653.0635 - mean_absolute_error: 63.4298 - val_loss: 16357.9604 - val_mean_absolute_error: 98.8543
Epoch 745/5000
148/148 [==============================] - 0s 27us/step - loss: 8644.1631 - mean_absolute_error: 63.4077 - val_loss: 16338.3354 - val_mean_absolute_error: 98.7875
Epoch 746/5000
148/148 [==============================] - 0s 34us/step - loss: 8635.2988 - mean_absolute_error: 63.3857 - val_loss: 16318.7914 - val_mean_absolute_error: 98.7209
Epoch 747/5000
148/148 [==============================] - 0s 34us/step - loss: 8626.4531 - mean_absolute_error: 63.3636 - val_loss: 16299.3546 - val_mean_absolute_error: 98.6546
Epoch 748/5000
148/148 [==============================] - 0s 27us/step - loss: 8617.6367 - mean_absolute_error: 63.3417 - val_loss: 16280.0066 - val_mean_absolute_error: 98.5885
Epoch 749/5000
148/148 [==============================] - 0s 34us/step - loss: 8608.8447 - mean_absolute_error: 63.3197 - val_loss: 16260.7497 - val_mean_absolute_error: 98.5226
Epoch 750/5000
148/148 [==============================] - 0s 27us/step - loss: 8600.0762 - mean_absolute_error: 63.2978 - val_loss: 16241.5712 - val_mean_absolute_error: 98.4569
Epoch 751/5000
148/148 [==============================] - 0s 41us/step - loss: 8591.3350 - mean_absolute_error: 63.2760 - val_loss: 16222.4359 - val_mean_absolute_error: 98.3912
Epoch 752/5000
148/148 [==============================] - 0s 27us/step - loss: 8582.6133 - mean_absolute_error: 63.2540 - val_loss: 16203.3612 - val_mean_absolute_error: 98.3257
Epoch 753/5000
148/148 [==============================] - 0s 27us/step - loss: 8573.9160 - mean_absolute_error: 63.2321 - val_loss: 16184.3748 - val_mean_absolute_error: 98.2606
Epoch 754/5000
148/148 [==============================] - 0s 27us/step - loss: 8565.2402 - mean_absolute_error: 63.2100 - val_loss: 16165.4657 - val_mean_absolute_error: 98.1956
Epoch 755/5000
148/148 [==============================] - 0s 34us/step - loss: 8556.5840 - mean_absolute_error: 63.1880 - val_loss: 16146.6421 - val_mean_absolute_error: 98.1308
Epoch 756/5000
148/148 [==============================] - 0s 27us/step - loss: 8547.9492 - mean_absolute_error: 63.1658 - val_loss: 16127.9128 - val_mean_absolute_error: 98.0663
Epoch 757/5000
148/148 [==============================] - 0s 34us/step - loss: 8539.3389 - mean_absolute_error: 63.1436 - val_loss: 16109.2603 - val_mean_absolute_error: 98.0019
Epoch 758/5000
148/148 [==============================] - 0s 27us/step - loss: 8530.7471 - mean_absolute_error: 63.1214 - val_loss: 16090.6983 - val_mean_absolute_error: 97.9378
Epoch 759/5000
148/148 [==============================] - 0s 34us/step - loss: 8522.2275 - mean_absolute_error: 63.0999 - val_loss: 16072.1998 - val_mean_absolute_error: 97.8737
Epoch 760/5000
148/148 [==============================] - 0s 41us/step - loss: 8513.7598 - mean_absolute_error: 63.0798 - val_loss: 16053.7714 - val_mean_absolute_error: 97.8097
Epoch 761/5000
148/148 [==============================] - 0s 27us/step - loss: 8505.3252 - mean_absolute_error: 63.0598 - val_loss: 16035.4160 - val_mean_absolute_error: 97.7458
Epoch 762/5000
148/148 [==============================] - 0s 27us/step - loss: 8496.9189 - mean_absolute_error: 63.0397 - val_loss: 16017.1428 - val_mean_absolute_error: 97.6822
Epoch 763/5000
148/148 [==============================] - 0s 41us/step - loss: 8488.5342 - mean_absolute_error: 63.0195 - val_loss: 15998.9500 - val_mean_absolute_error: 97.6187
Epoch 764/5000
148/148 [==============================] - 0s 27us/step - loss: 8480.1738 - mean_absolute_error: 62.9992 - val_loss: 15980.8589 - val_mean_absolute_error: 97.5555
Epoch 765/5000
148/148 [==============================] - 0s 27us/step - loss: 8471.8350 - mean_absolute_error: 62.9789 - val_loss: 15962.8358 - val_mean_absolute_error: 97.4924
Epoch 766/5000
148/148 [==============================] - 0s 34us/step - loss: 8463.5205 - mean_absolute_error: 62.9585 - val_loss: 15944.8776 - val_mean_absolute_error: 97.4295
Epoch 767/5000
148/148 [==============================] - 0s 27us/step - loss: 8455.2246 - mean_absolute_error: 62.9380 - val_loss: 15926.9964 - val_mean_absolute_error: 97.3667
Epoch 768/5000
148/148 [==============================] - 0s 27us/step - loss: 8446.9521 - mean_absolute_error: 62.9174 - val_loss: 15909.1804 - val_mean_absolute_error: 97.3040
Epoch 769/5000
148/148 [==============================] - 0s 41us/step - loss: 8438.6943 - mean_absolute_error: 62.8965 - val_loss: 15891.4444 - val_mean_absolute_error: 97.2415
Epoch 770/5000
148/148 [==============================] - 0s 34us/step - loss: 8430.4609 - mean_absolute_error: 62.8764 - val_loss: 15873.7777 - val_mean_absolute_error: 97.1791
Epoch 771/5000
148/148 [==============================] - 0s 27us/step - loss: 8422.2471 - mean_absolute_error: 62.8577 - val_loss: 15856.1899 - val_mean_absolute_error: 97.1170
Epoch 772/5000
148/148 [==============================] - 0s 27us/step - loss: 8414.0527 - mean_absolute_error: 62.8390 - val_loss: 15838.6682 - val_mean_absolute_error: 97.0550
Epoch 773/5000
148/148 [==============================] - 0s 41us/step - loss: 8405.8818 - mean_absolute_error: 62.8203 - val_loss: 15821.2204 - val_mean_absolute_error: 96.9931
Epoch 774/5000
148/148 [==============================] - 0s 27us/step - loss: 8397.7285 - mean_absolute_error: 62.8015 - val_loss: 15803.8393 - val_mean_absolute_error: 96.9315
Epoch 775/5000
148/148 [==============================] - 0s 34us/step - loss: 8389.5938 - mean_absolute_error: 62.7826 - val_loss: 15786.5400 - val_mean_absolute_error: 96.8700
Epoch 776/5000
148/148 [==============================] - 0s 27us/step - loss: 8381.4795 - mean_absolute_error: 62.7636 - val_loss: 15769.3223 - val_mean_absolute_error: 96.8088
Epoch 777/5000
148/148 [==============================] - 0s 27us/step - loss: 8373.3867 - mean_absolute_error: 62.7446 - val_loss: 15752.1621 - val_mean_absolute_error: 96.7477
Epoch 778/5000
148/148 [==============================] - 0s 41us/step - loss: 8365.3145 - mean_absolute_error: 62.7256 - val_loss: 15735.0636 - val_mean_absolute_error: 96.6867
Epoch 779/5000
148/148 [==============================] - 0s 34us/step - loss: 8357.2480 - mean_absolute_error: 62.7064 - val_loss: 15718.0314 - val_mean_absolute_error: 96.6259
Epoch 780/5000
148/148 [==============================] - 0s 20us/step - loss: 8349.2246 - mean_absolute_error: 62.6872 - val_loss: 15701.0817 - val_mean_absolute_error: 96.5653
Epoch 781/5000
148/148 [==============================] - 0s 34us/step - loss: 8341.2373 - mean_absolute_error: 62.6680 - val_loss: 15684.2080 - val_mean_absolute_error: 96.5050
Epoch 782/5000
148/148 [==============================] - 0s 27us/step - loss: 8333.3096 - mean_absolute_error: 62.6489 - val_loss: 15667.4007 - val_mean_absolute_error: 96.4447
Epoch 783/5000
148/148 [==============================] - 0s 27us/step - loss: 8325.4014 - mean_absolute_error: 62.6298 - val_loss: 15650.6610 - val_mean_absolute_error: 96.3846
Epoch 784/5000
148/148 [==============================] - 0s 41us/step - loss: 8317.5146 - mean_absolute_error: 62.6105 - val_loss: 15633.9831 - val_mean_absolute_error: 96.3247
Epoch 785/5000
148/148 [==============================] - 0s 27us/step - loss: 8309.6465 - mean_absolute_error: 62.5912 - val_loss: 15617.3703 - val_mean_absolute_error: 96.2649
Epoch 786/5000
148/148 [==============================] - 0s 27us/step - loss: 8301.7969 - mean_absolute_error: 62.5718 - val_loss: 15600.7186 - val_mean_absolute_error: 96.2050
Epoch 787/5000
148/148 [==============================] - 0s 34us/step - loss: 8293.9658 - mean_absolute_error: 62.5523 - val_loss: 15584.0928 - val_mean_absolute_error: 96.1451
Epoch 788/5000
148/148 [==============================] - 0s 34us/step - loss: 8286.1514 - mean_absolute_error: 62.5327 - val_loss: 15567.5503 - val_mean_absolute_error: 96.0855
Epoch 789/5000
148/148 [==============================] - 0s 95us/step - loss: 8278.3574 - mean_absolute_error: 62.5130 - val_loss: 15551.0547 - val_mean_absolute_error: 96.0259
Epoch 790/5000
148/148 [==============================] - 0s 34us/step - loss: 8270.5752 - mean_absolute_error: 62.4933 - val_loss: 15534.5943 - val_mean_absolute_error: 95.9664
Epoch 791/5000
148/148 [==============================] - 0s 34us/step - loss: 8262.8223 - mean_absolute_error: 62.4735 - val_loss: 15518.2227 - val_mean_absolute_error: 95.9072
Epoch 792/5000
148/148 [==============================] - 0s 34us/step - loss: 8255.1104 - mean_absolute_error: 62.4538 - val_loss: 15501.9715 - val_mean_absolute_error: 95.8483
Epoch 793/5000
148/148 [==============================] - 0s 27us/step - loss: 8247.4229 - mean_absolute_error: 62.4341 - val_loss: 15485.8133 - val_mean_absolute_error: 95.7897
Epoch 794/5000
148/148 [==============================] - 0s 27us/step - loss: 8239.7461 - mean_absolute_error: 62.4143 - val_loss: 15469.7066 - val_mean_absolute_error: 95.7311
Epoch 795/5000
148/148 [==============================] - 0s 27us/step - loss: 8232.0889 - mean_absolute_error: 62.3944 - val_loss: 15453.6870 - val_mean_absolute_error: 95.6727
Epoch 796/5000
148/148 [==============================] - 0s 27us/step - loss: 8224.4424 - mean_absolute_error: 62.3745 - val_loss: 15437.7333 - val_mean_absolute_error: 95.6146
Epoch 797/5000
148/148 [==============================] - 0s 27us/step - loss: 8216.8125 - mean_absolute_error: 62.3546 - val_loss: 15421.8517 - val_mean_absolute_error: 95.5568
Epoch 798/5000
148/148 [==============================] - 0s 27us/step - loss: 8209.2002 - mean_absolute_error: 62.3347 - val_loss: 15406.0398 - val_mean_absolute_error: 95.4992
Epoch 799/5000
148/148 [==============================] - 0s 34us/step - loss: 8201.6025 - mean_absolute_error: 62.3146 - val_loss: 15390.2071 - val_mean_absolute_error: 95.4417
Epoch 800/5000
148/148 [==============================] - 0s 34us/step - loss: 8194.0186 - mean_absolute_error: 62.2945 - val_loss: 15374.4143 - val_mean_absolute_error: 95.3844
Epoch 801/5000
148/148 [==============================] - 0s 34us/step - loss: 8186.4453 - mean_absolute_error: 62.2743 - val_loss: 15358.6786 - val_mean_absolute_error: 95.3273
Epoch 802/5000
148/148 [==============================] - 0s 27us/step - loss: 8178.8774 - mean_absolute_error: 62.2539 - val_loss: 15343.0001 - val_mean_absolute_error: 95.2703
Epoch 803/5000
148/148 [==============================] - 0s 34us/step - loss: 8171.3066 - mean_absolute_error: 62.2333 - val_loss: 15327.3311 - val_mean_absolute_error: 95.2134
Epoch 804/5000
148/148 [==============================] - 0s 20us/step - loss: 8163.7422 - mean_absolute_error: 62.2126 - val_loss: 15311.6798 - val_mean_absolute_error: 95.1565
Epoch 805/5000
148/148 [==============================] - 0s 27us/step - loss: 8156.1919 - mean_absolute_error: 62.1918 - val_loss: 15296.0805 - val_mean_absolute_error: 95.0997
Epoch 806/5000
148/148 [==============================] - 0s 41us/step - loss: 8148.6504 - mean_absolute_error: 62.1708 - val_loss: 15280.5268 - val_mean_absolute_error: 95.0431
Epoch 807/5000
148/148 [==============================] - 0s 34us/step - loss: 8141.1191 - mean_absolute_error: 62.1498 - val_loss: 15265.0182 - val_mean_absolute_error: 94.9865
Epoch 808/5000
148/148 [==============================] - 0s 27us/step - loss: 8133.5952 - mean_absolute_error: 62.1286 - val_loss: 15249.5889 - val_mean_absolute_error: 94.9301
Epoch 809/5000
148/148 [==============================] - 0s 34us/step - loss: 8126.0811 - mean_absolute_error: 62.1074 - val_loss: 15234.1962 - val_mean_absolute_error: 94.8737
Epoch 810/5000
148/148 [==============================] - 0s 27us/step - loss: 8118.5786 - mean_absolute_error: 62.0860 - val_loss: 15218.8228 - val_mean_absolute_error: 94.8171
Epoch 811/5000
148/148 [==============================] - 0s 34us/step - loss: 8111.0830 - mean_absolute_error: 62.0646 - val_loss: 15203.5250 - val_mean_absolute_error: 94.7608
Epoch 812/5000
148/148 [==============================] - 0s 27us/step - loss: 8103.5952 - mean_absolute_error: 62.0431 - val_loss: 15188.2874 - val_mean_absolute_error: 94.7048
Epoch 813/5000
148/148 [==============================] - 0s 34us/step - loss: 8096.1182 - mean_absolute_error: 62.0214 - val_loss: 15173.1052 - val_mean_absolute_error: 94.6488
Epoch 814/5000
148/148 [==============================] - 0s 54us/step - loss: 8088.6479 - mean_absolute_error: 61.9995 - val_loss: 15157.9795 - val_mean_absolute_error: 94.5930
Epoch 815/5000
148/148 [==============================] - 0s 41us/step - loss: 8081.1875 - mean_absolute_error: 61.9776 - val_loss: 15142.9016 - val_mean_absolute_error: 94.5373
Epoch 816/5000
148/148 [==============================] - 0s 34us/step - loss: 8073.6958 - mean_absolute_error: 61.9553 - val_loss: 15127.8778 - val_mean_absolute_error: 94.4819
Epoch 817/5000
148/148 [==============================] - 0s 34us/step - loss: 8066.1797 - mean_absolute_error: 61.9327 - val_loss: 15112.9082 - val_mean_absolute_error: 94.4267
Epoch 818/5000
148/148 [==============================] - 0s 41us/step - loss: 8058.6621 - mean_absolute_error: 61.9101 - val_loss: 15097.9893 - val_mean_absolute_error: 94.3718
Epoch 819/5000
148/148 [==============================] - 0s 27us/step - loss: 8051.1631 - mean_absolute_error: 61.8873 - val_loss: 15083.1290 - val_mean_absolute_error: 94.3171
Epoch 820/5000
148/148 [==============================] - 0s 27us/step - loss: 8043.6724 - mean_absolute_error: 61.8644 - val_loss: 15068.3305 - val_mean_absolute_error: 94.2626
Epoch 821/5000
148/148 [==============================] - 0s 27us/step - loss: 8036.1826 - mean_absolute_error: 61.8416 - val_loss: 15053.5836 - val_mean_absolute_error: 94.2081
Epoch 822/5000
148/148 [==============================] - 0s 27us/step - loss: 8028.6934 - mean_absolute_error: 61.8188 - val_loss: 15038.8977 - val_mean_absolute_error: 94.1538
Epoch 823/5000
148/148 [==============================] - 0s 34us/step - loss: 8021.2095 - mean_absolute_error: 61.7959 - val_loss: 15024.2691 - val_mean_absolute_error: 94.0997
Epoch 824/5000
148/148 [==============================] - 0s 27us/step - loss: 8013.7314 - mean_absolute_error: 61.7728 - val_loss: 15009.6949 - val_mean_absolute_error: 94.0456
Epoch 825/5000
148/148 [==============================] - 0s 27us/step - loss: 8006.2578 - mean_absolute_error: 61.7496 - val_loss: 14995.1752 - val_mean_absolute_error: 93.9917
Epoch 826/5000
148/148 [==============================] - 0s 34us/step - loss: 7998.7881 - mean_absolute_error: 61.7263 - val_loss: 14980.7070 - val_mean_absolute_error: 93.9379
Epoch 827/5000
148/148 [==============================] - 0s 27us/step - loss: 7991.3262 - mean_absolute_error: 61.7029 - val_loss: 14966.2950 - val_mean_absolute_error: 93.8842
Epoch 828/5000
148/148 [==============================] - 0s 41us/step - loss: 7983.8701 - mean_absolute_error: 61.6795 - val_loss: 14951.9318 - val_mean_absolute_error: 93.8307
Epoch 829/5000
148/148 [==============================] - 0s 34us/step - loss: 7976.4199 - mean_absolute_error: 61.6559 - val_loss: 14937.5161 - val_mean_absolute_error: 93.7771
Epoch 830/5000
148/148 [==============================] - 0s 27us/step - loss: 7968.9795 - mean_absolute_error: 61.6323 - val_loss: 14923.1474 - val_mean_absolute_error: 93.7236
Epoch 831/5000
148/148 [==============================] - 0s 27us/step - loss: 7961.5488 - mean_absolute_error: 61.6087 - val_loss: 14908.8337 - val_mean_absolute_error: 93.6703
Epoch 832/5000
148/148 [==============================] - 0s 34us/step - loss: 7954.1260 - mean_absolute_error: 61.5849 - val_loss: 14894.5694 - val_mean_absolute_error: 93.6171
Epoch 833/5000
148/148 [==============================] - 0s 27us/step - loss: 7946.7095 - mean_absolute_error: 61.5611 - val_loss: 14880.3573 - val_mean_absolute_error: 93.5646
Epoch 834/5000
148/148 [==============================] - 0s 34us/step - loss: 7939.2896 - mean_absolute_error: 61.5371 - val_loss: 14866.1502 - val_mean_absolute_error: 93.5120
Epoch 835/5000
148/148 [==============================] - 0s 27us/step - loss: 7931.7847 - mean_absolute_error: 61.5128 - val_loss: 14851.9648 - val_mean_absolute_error: 93.4596
Epoch 836/5000
148/148 [==============================] - 0s 34us/step - loss: 7924.2710 - mean_absolute_error: 61.4885 - val_loss: 14837.8091 - val_mean_absolute_error: 93.4072
Epoch 837/5000
148/148 [==============================] - 0s 27us/step - loss: 7916.7578 - mean_absolute_error: 61.4641 - val_loss: 14823.6811 - val_mean_absolute_error: 93.3550
Epoch 838/5000
148/148 [==============================] - 0s 34us/step - loss: 7909.2476 - mean_absolute_error: 61.4397 - val_loss: 14809.5853 - val_mean_absolute_error: 93.3028
Epoch 839/5000
148/148 [==============================] - 0s 27us/step - loss: 7901.7485 - mean_absolute_error: 61.4155 - val_loss: 14795.5127 - val_mean_absolute_error: 93.2507
Epoch 840/5000
148/148 [==============================] - 0s 41us/step - loss: 7894.2451 - mean_absolute_error: 61.3912 - val_loss: 14781.4790 - val_mean_absolute_error: 93.1986
Epoch 841/5000
148/148 [==============================] - 0s 34us/step - loss: 7886.7358 - mean_absolute_error: 61.3667 - val_loss: 14767.4942 - val_mean_absolute_error: 93.1467
Epoch 842/5000
148/148 [==============================] - 0s 27us/step - loss: 7879.2231 - mean_absolute_error: 61.3421 - val_loss: 14753.6091 - val_mean_absolute_error: 93.0950
Epoch 843/5000
148/148 [==============================] - 0s 20us/step - loss: 7871.7314 - mean_absolute_error: 61.3175 - val_loss: 14739.7507 - val_mean_absolute_error: 93.0434
Epoch 844/5000
148/148 [==============================] - 0s 20us/step - loss: 7864.2456 - mean_absolute_error: 61.2928 - val_loss: 14725.9217 - val_mean_absolute_error: 92.9918
Epoch 845/5000
148/148 [==============================] - 0s 34us/step - loss: 7856.7617 - mean_absolute_error: 61.2682 - val_loss: 14712.1180 - val_mean_absolute_error: 92.9402
Epoch 846/5000
148/148 [==============================] - 0s 27us/step - loss: 7849.2812 - mean_absolute_error: 61.2435 - val_loss: 14698.3663 - val_mean_absolute_error: 92.8888
Epoch 847/5000
148/148 [==============================] - 0s 34us/step - loss: 7841.8047 - mean_absolute_error: 61.2188 - val_loss: 14684.6363 - val_mean_absolute_error: 92.8375
Epoch 848/5000
148/148 [==============================] - 0s 27us/step - loss: 7834.3296 - mean_absolute_error: 61.1942 - val_loss: 14670.9467 - val_mean_absolute_error: 92.7862
Epoch 849/5000
148/148 [==============================] - 0s 27us/step - loss: 7826.8623 - mean_absolute_error: 61.1695 - val_loss: 14657.2809 - val_mean_absolute_error: 92.7350
Epoch 850/5000
148/148 [==============================] - 0s 34us/step - loss: 7819.4014 - mean_absolute_error: 61.1448 - val_loss: 14643.6540 - val_mean_absolute_error: 92.6838
Epoch 851/5000
148/148 [==============================] - 0s 27us/step - loss: 7811.9502 - mean_absolute_error: 61.1201 - val_loss: 14630.0562 - val_mean_absolute_error: 92.6328
Epoch 852/5000
148/148 [==============================] - 0s 27us/step - loss: 7804.5015 - mean_absolute_error: 61.0954 - val_loss: 14616.4974 - val_mean_absolute_error: 92.5818
Epoch 853/5000
148/148 [==============================] - 0s 41us/step - loss: 7797.0610 - mean_absolute_error: 61.0706 - val_loss: 14602.9712 - val_mean_absolute_error: 92.5309
Epoch 854/5000
148/148 [==============================] - 0s 34us/step - loss: 7789.6387 - mean_absolute_error: 61.0459 - val_loss: 14589.4855 - val_mean_absolute_error: 92.4802
Epoch 855/5000
148/148 [==============================] - 0s 34us/step - loss: 7782.2222 - mean_absolute_error: 61.0210 - val_loss: 14576.0267 - val_mean_absolute_error: 92.4296
Epoch 856/5000
148/148 [==============================] - 0s 27us/step - loss: 7774.8276 - mean_absolute_error: 60.9961 - val_loss: 14562.6180 - val_mean_absolute_error: 92.3791
Epoch 857/5000
148/148 [==============================] - 0s 20us/step - loss: 7767.4805 - mean_absolute_error: 60.9713 - val_loss: 14549.2514 - val_mean_absolute_error: 92.3288
Epoch 858/5000
148/148 [==============================] - 0s 34us/step - loss: 7760.1646 - mean_absolute_error: 60.9465 - val_loss: 14535.9291 - val_mean_absolute_error: 92.2787
Epoch 859/5000
148/148 [==============================] - 0s 34us/step - loss: 7752.8574 - mean_absolute_error: 60.9216 - val_loss: 14522.6269 - val_mean_absolute_error: 92.2286
Epoch 860/5000
148/148 [==============================] - 0s 27us/step - loss: 7745.5610 - mean_absolute_error: 60.8967 - val_loss: 14509.3581 - val_mean_absolute_error: 92.1786
Epoch 861/5000
148/148 [==============================] - 0s 41us/step - loss: 7738.2734 - mean_absolute_error: 60.8716 - val_loss: 14496.1365 - val_mean_absolute_error: 92.1288
Epoch 862/5000
148/148 [==============================] - 0s 34us/step - loss: 7730.9985 - mean_absolute_error: 60.8466 - val_loss: 14482.9529 - val_mean_absolute_error: 92.0791
Epoch 863/5000
148/148 [==============================] - 0s 54us/step - loss: 7723.7290 - mean_absolute_error: 60.8215 - val_loss: 14469.8164 - val_mean_absolute_error: 92.0296
Epoch 864/5000
148/148 [==============================] - 0s 34us/step - loss: 7716.4712 - mean_absolute_error: 60.7968 - val_loss: 14456.7200 - val_mean_absolute_error: 91.9802
Epoch 865/5000
148/148 [==============================] - 0s 27us/step - loss: 7709.2212 - mean_absolute_error: 60.7720 - val_loss: 14443.6707 - val_mean_absolute_error: 91.9309
Epoch 866/5000
148/148 [==============================] - 0s 27us/step - loss: 7701.9829 - mean_absolute_error: 60.7471 - val_loss: 14430.6608 - val_mean_absolute_error: 91.8817
Epoch 867/5000
148/148 [==============================] - 0s 27us/step - loss: 7694.7603 - mean_absolute_error: 60.7222 - val_loss: 14417.7047 - val_mean_absolute_error: 91.8327
Epoch 868/5000
148/148 [==============================] - 0s 27us/step - loss: 7687.5518 - mean_absolute_error: 60.6972 - val_loss: 14404.7852 - val_mean_absolute_error: 91.7837
Epoch 869/5000
148/148 [==============================] - 0s 41us/step - loss: 7680.3506 - mean_absolute_error: 60.6721 - val_loss: 14391.9125 - val_mean_absolute_error: 91.7347
Epoch 870/5000
148/148 [==============================] - 0s 27us/step - loss: 7673.1606 - mean_absolute_error: 60.6470 - val_loss: 14379.0835 - val_mean_absolute_error: 91.6859
Epoch 871/5000
148/148 [==============================] - 0s 27us/step - loss: 7665.9790 - mean_absolute_error: 60.6217 - val_loss: 14366.2990 - val_mean_absolute_error: 91.6372
Epoch 872/5000
148/148 [==============================] - 0s 34us/step - loss: 7658.8057 - mean_absolute_error: 60.5964 - val_loss: 14353.5545 - val_mean_absolute_error: 91.5901
Epoch 873/5000
148/148 [==============================] - 0s 27us/step - loss: 7651.6333 - mean_absolute_error: 60.5709 - val_loss: 14340.8478 - val_mean_absolute_error: 91.5432
Epoch 874/5000
148/148 [==============================] - 0s 41us/step - loss: 7644.4688 - mean_absolute_error: 60.5453 - val_loss: 14328.1469 - val_mean_absolute_error: 91.4962
Epoch 875/5000
148/148 [==============================] - 0s 27us/step - loss: 7637.3081 - mean_absolute_error: 60.5196 - val_loss: 14315.4897 - val_mean_absolute_error: 91.4494
Epoch 876/5000
148/148 [==============================] - 0s 27us/step - loss: 7630.1646 - mean_absolute_error: 60.4939 - val_loss: 14302.8452 - val_mean_absolute_error: 91.4025
Epoch 877/5000
148/148 [==============================] - 0s 27us/step - loss: 7623.0254 - mean_absolute_error: 60.4681 - val_loss: 14290.2006 - val_mean_absolute_error: 91.3556
Epoch 878/5000
148/148 [==============================] - 0s 27us/step - loss: 7615.8828 - mean_absolute_error: 60.4422 - val_loss: 14277.6073 - val_mean_absolute_error: 91.3088
Epoch 879/5000
148/148 [==============================] - 0s 27us/step - loss: 7608.7432 - mean_absolute_error: 60.4163 - val_loss: 14265.0483 - val_mean_absolute_error: 91.2621
Epoch 880/5000
148/148 [==============================] - 0s 34us/step - loss: 7601.6064 - mean_absolute_error: 60.3903 - val_loss: 14252.5283 - val_mean_absolute_error: 91.2154
Epoch 881/5000
148/148 [==============================] - 0s 41us/step - loss: 7594.4722 - mean_absolute_error: 60.3641 - val_loss: 14240.0461 - val_mean_absolute_error: 91.1688
Epoch 882/5000
148/148 [==============================] - 0s 27us/step - loss: 7587.3311 - mean_absolute_error: 60.3376 - val_loss: 14227.6053 - val_mean_absolute_error: 91.1222
Epoch 883/5000
148/148 [==============================] - 0s 34us/step - loss: 7580.2349 - mean_absolute_error: 60.3112 - val_loss: 14215.1904 - val_mean_absolute_error: 91.0756
Epoch 884/5000
148/148 [==============================] - 0s 34us/step - loss: 7573.1421 - mean_absolute_error: 60.2846 - val_loss: 14202.8104 - val_mean_absolute_error: 91.0292
Epoch 885/5000
148/148 [==============================] - 0s 20us/step - loss: 7566.0601 - mean_absolute_error: 60.2581 - val_loss: 14190.4778 - val_mean_absolute_error: 90.9828
Epoch 886/5000
148/148 [==============================] - 0s 34us/step - loss: 7558.9873 - mean_absolute_error: 60.2315 - val_loss: 14178.1781 - val_mean_absolute_error: 90.9366
Epoch 887/5000
148/148 [==============================] - 0s 41us/step - loss: 7551.9224 - mean_absolute_error: 60.2048 - val_loss: 14165.9160 - val_mean_absolute_error: 90.8905
Epoch 888/5000
148/148 [==============================] - 0s 20us/step - loss: 7544.8643 - mean_absolute_error: 60.1780 - val_loss: 14153.6366 - val_mean_absolute_error: 90.8443
Epoch 889/5000
148/148 [==============================] - 0s 27us/step - loss: 7537.8135 - mean_absolute_error: 60.1512 - val_loss: 14141.3936 - val_mean_absolute_error: 90.7982
Epoch 890/5000
148/148 [==============================] - 0s 34us/step - loss: 7530.7676 - mean_absolute_error: 60.1243 - val_loss: 14129.1848 - val_mean_absolute_error: 90.7523
Epoch 891/5000
148/148 [==============================] - 0s 34us/step - loss: 7523.7290 - mean_absolute_error: 60.0972 - val_loss: 14117.0103 - val_mean_absolute_error: 90.7064
Epoch 892/5000
148/148 [==============================] - 0s 34us/step - loss: 7516.6982 - mean_absolute_error: 60.0701 - val_loss: 14104.8658 - val_mean_absolute_error: 90.6605
Epoch 893/5000
148/148 [==============================] - 0s 34us/step - loss: 7509.6733 - mean_absolute_error: 60.0429 - val_loss: 14092.7268 - val_mean_absolute_error: 90.6147
Epoch 894/5000
148/148 [==============================] - 0s 20us/step - loss: 7502.6562 - mean_absolute_error: 60.0157 - val_loss: 14080.6054 - val_mean_absolute_error: 90.5690
Epoch 895/5000
148/148 [==============================] - 0s 34us/step - loss: 7495.6460 - mean_absolute_error: 59.9884 - val_loss: 14068.5161 - val_mean_absolute_error: 90.5233
Epoch 896/5000
148/148 [==============================] - 0s 41us/step - loss: 7488.6436 - mean_absolute_error: 59.9610 - val_loss: 14056.4592 - val_mean_absolute_error: 90.4778
Epoch 897/5000
148/148 [==============================] - 0s 27us/step - loss: 7481.6484 - mean_absolute_error: 59.9336 - val_loss: 14044.4081 - val_mean_absolute_error: 90.4322
Epoch 898/5000
148/148 [==============================] - 0s 20us/step - loss: 7474.6826 - mean_absolute_error: 59.9064 - val_loss: 14032.3940 - val_mean_absolute_error: 90.3867
Epoch 899/5000
148/148 [==============================] - 0s 34us/step - loss: 7467.7861 - mean_absolute_error: 59.8794 - val_loss: 14020.4273 - val_mean_absolute_error: 90.3413
Epoch 900/5000
148/148 [==============================] - 0s 27us/step - loss: 7460.9268 - mean_absolute_error: 59.8525 - val_loss: 14008.5207 - val_mean_absolute_error: 90.2961
Epoch 901/5000
148/148 [==============================] - 0s 34us/step - loss: 7454.0947 - mean_absolute_error: 59.8256 - val_loss: 13996.7955 - val_mean_absolute_error: 90.2513
Epoch 902/5000
148/148 [==============================] - 0s 27us/step - loss: 7447.2476 - mean_absolute_error: 59.7984 - val_loss: 13985.1089 - val_mean_absolute_error: 90.2068
Epoch 903/5000
148/148 [==============================] - 0s 27us/step - loss: 7440.4292 - mean_absolute_error: 59.7713 - val_loss: 13973.4555 - val_mean_absolute_error: 90.1624
Epoch 904/5000
148/148 [==============================] - 0s 41us/step - loss: 7433.6367 - mean_absolute_error: 59.7441 - val_loss: 13961.8564 - val_mean_absolute_error: 90.1180
Epoch 905/5000
148/148 [==============================] - 0s 27us/step - loss: 7426.8706 - mean_absolute_error: 59.7168 - val_loss: 13950.3031 - val_mean_absolute_error: 90.0738
Epoch 906/5000
148/148 [==============================] - 0s 27us/step - loss: 7420.1045 - mean_absolute_error: 59.6893 - val_loss: 13938.7837 - val_mean_absolute_error: 90.0297
Epoch 907/5000
148/148 [==============================] - 0s 27us/step - loss: 7413.3579 - mean_absolute_error: 59.6615 - val_loss: 13927.2893 - val_mean_absolute_error: 89.9857
Epoch 908/5000
148/148 [==============================] - 0s 27us/step - loss: 7406.6284 - mean_absolute_error: 59.6340 - val_loss: 13915.8231 - val_mean_absolute_error: 89.9417
Epoch 909/5000
148/148 [==============================] - 0s 27us/step - loss: 7399.9214 - mean_absolute_error: 59.6066 - val_loss: 13904.3806 - val_mean_absolute_error: 89.8978
Epoch 910/5000
148/148 [==============================] - 0s 27us/step - loss: 7393.2642 - mean_absolute_error: 59.5796 - val_loss: 13892.9591 - val_mean_absolute_error: 89.8540
Epoch 911/5000
148/148 [==============================] - 0s 41us/step - loss: 7386.6377 - mean_absolute_error: 59.5528 - val_loss: 13881.5642 - val_mean_absolute_error: 89.8102
Epoch 912/5000
148/148 [==============================] - 0s 27us/step - loss: 7380.0303 - mean_absolute_error: 59.5262 - val_loss: 13870.1897 - val_mean_absolute_error: 89.7666
Epoch 913/5000
148/148 [==============================] - 0s 27us/step - loss: 7373.4326 - mean_absolute_error: 59.4996 - val_loss: 13858.8402 - val_mean_absolute_error: 89.7230
Epoch 914/5000
148/148 [==============================] - 0s 34us/step - loss: 7366.8667 - mean_absolute_error: 59.4734 - val_loss: 13847.6703 - val_mean_absolute_error: 89.6797
Epoch 915/5000
148/148 [==============================] - 0s 27us/step - loss: 7360.2812 - mean_absolute_error: 59.4469 - val_loss: 13836.5130 - val_mean_absolute_error: 89.6365
Epoch 916/5000
148/148 [==============================] - 0s 27us/step - loss: 7353.7266 - mean_absolute_error: 59.4208 - val_loss: 13825.3621 - val_mean_absolute_error: 89.5933
Epoch 917/5000
148/148 [==============================] - 0s 41us/step - loss: 7347.1860 - mean_absolute_error: 59.3947 - val_loss: 13814.2430 - val_mean_absolute_error: 89.5503
Epoch 918/5000
148/148 [==============================] - 0s 34us/step - loss: 7340.6470 - mean_absolute_error: 59.3683 - val_loss: 13803.1559 - val_mean_absolute_error: 89.5075
Epoch 919/5000
148/148 [==============================] - 0s 27us/step - loss: 7334.1045 - mean_absolute_error: 59.3415 - val_loss: 13792.0944 - val_mean_absolute_error: 89.4647
Epoch 920/5000
148/148 [==============================] - 0s 34us/step - loss: 7327.5288 - mean_absolute_error: 59.3145 - val_loss: 13781.0077 - val_mean_absolute_error: 89.4218
Epoch 921/5000
148/148 [==============================] - 0s 34us/step - loss: 7320.9282 - mean_absolute_error: 59.2875 - val_loss: 13769.9054 - val_mean_absolute_error: 89.3789
Epoch 922/5000
148/148 [==============================] - 0s 27us/step - loss: 7314.3296 - mean_absolute_error: 59.2606 - val_loss: 13758.9544 - val_mean_absolute_error: 89.3360
Epoch 923/5000
148/148 [==============================] - 0s 34us/step - loss: 7307.7139 - mean_absolute_error: 59.2334 - val_loss: 13747.9948 - val_mean_absolute_error: 89.2933
Epoch 924/5000
148/148 [==============================] - 0s 27us/step - loss: 7300.9951 - mean_absolute_error: 59.2061 - val_loss: 13737.0480 - val_mean_absolute_error: 89.2506
Epoch 925/5000
148/148 [==============================] - 0s 34us/step - loss: 7294.2637 - mean_absolute_error: 59.1788 - val_loss: 13726.1092 - val_mean_absolute_error: 89.2081
Epoch 926/5000
148/148 [==============================] - 0s 27us/step - loss: 7287.5195 - mean_absolute_error: 59.1512 - val_loss: 13715.1671 - val_mean_absolute_error: 89.1656
Epoch 927/5000
148/148 [==============================] - 0s 34us/step - loss: 7280.7837 - mean_absolute_error: 59.1238 - val_loss: 13704.2420 - val_mean_absolute_error: 89.1232
Epoch 928/5000
148/148 [==============================] - 0s 27us/step - loss: 7274.0649 - mean_absolute_error: 59.0964 - val_loss: 13693.3391 - val_mean_absolute_error: 89.0809
Epoch 929/5000
148/148 [==============================] - 0s 34us/step - loss: 7267.3647 - mean_absolute_error: 59.0692 - val_loss: 13682.4687 - val_mean_absolute_error: 89.0388
Epoch 930/5000
148/148 [==============================] - 0s 27us/step - loss: 7260.6621 - mean_absolute_error: 59.0416 - val_loss: 13671.6155 - val_mean_absolute_error: 88.9967
Epoch 931/5000
148/148 [==============================] - 0s 27us/step - loss: 7253.9629 - mean_absolute_error: 59.0141 - val_loss: 13660.7654 - val_mean_absolute_error: 88.9547
Epoch 932/5000
148/148 [==============================] - 0s 27us/step - loss: 7247.2593 - mean_absolute_error: 58.9865 - val_loss: 13649.9366 - val_mean_absolute_error: 88.9128
Epoch 933/5000
148/148 [==============================] - 0s 34us/step - loss: 7240.5483 - mean_absolute_error: 58.9588 - val_loss: 13639.1057 - val_mean_absolute_error: 88.8710
Epoch 934/5000
148/148 [==============================] - 0s 27us/step - loss: 7233.8564 - mean_absolute_error: 58.9313 - val_loss: 13628.4889 - val_mean_absolute_error: 88.8296
Epoch 935/5000
148/148 [==============================] - 0s 34us/step - loss: 7227.1299 - mean_absolute_error: 58.9033 - val_loss: 13617.8805 - val_mean_absolute_error: 88.7882
Epoch 936/5000
148/148 [==============================] - 0s 27us/step - loss: 7220.4204 - mean_absolute_error: 58.8754 - val_loss: 13607.2655 - val_mean_absolute_error: 88.7469
Epoch 937/5000
148/148 [==============================] - 0s 20us/step - loss: 7213.7153 - mean_absolute_error: 58.8475 - val_loss: 13596.6824 - val_mean_absolute_error: 88.7058
Epoch 938/5000
148/148 [==============================] - 0s 34us/step - loss: 7207.0093 - mean_absolute_error: 58.8193 - val_loss: 13586.1408 - val_mean_absolute_error: 88.6648
Epoch 939/5000
148/148 [==============================] - 0s 41us/step - loss: 7200.3091 - mean_absolute_error: 58.7907 - val_loss: 13575.6032 - val_mean_absolute_error: 88.6239
Epoch 940/5000
148/148 [==============================] - 0s 41us/step - loss: 7193.6055 - mean_absolute_error: 58.7622 - val_loss: 13565.0603 - val_mean_absolute_error: 88.5831
Epoch 941/5000
148/148 [==============================] - 0s 27us/step - loss: 7186.8911 - mean_absolute_error: 58.7334 - val_loss: 13554.5361 - val_mean_absolute_error: 88.5423
Epoch 942/5000
148/148 [==============================] - 0s 20us/step - loss: 7180.1738 - mean_absolute_error: 58.7045 - val_loss: 13544.0375 - val_mean_absolute_error: 88.5016
Epoch 943/5000
148/148 [==============================] - 0s 27us/step - loss: 7173.4639 - mean_absolute_error: 58.6757 - val_loss: 13533.5576 - val_mean_absolute_error: 88.4611
Epoch 944/5000
148/148 [==============================] - 0s 41us/step - loss: 7166.7583 - mean_absolute_error: 58.6468 - val_loss: 13523.2918 - val_mean_absolute_error: 88.4209
Epoch 945/5000
148/148 [==============================] - 0s 27us/step - loss: 7160.0591 - mean_absolute_error: 58.6175 - val_loss: 13513.0291 - val_mean_absolute_error: 88.3807
Epoch 946/5000
148/148 [==============================] - 0s 34us/step - loss: 7153.3682 - mean_absolute_error: 58.5883 - val_loss: 13502.7510 - val_mean_absolute_error: 88.3405
Epoch 947/5000
148/148 [==============================] - 0s 27us/step - loss: 7146.6738 - mean_absolute_error: 58.5589 - val_loss: 13492.4644 - val_mean_absolute_error: 88.3004
Epoch 948/5000
148/148 [==============================] - 0s 27us/step - loss: 7139.9795 - mean_absolute_error: 58.5294 - val_loss: 13482.2847 - val_mean_absolute_error: 88.2605
Epoch 949/5000
148/148 [==============================] - 0s 34us/step - loss: 7133.2686 - mean_absolute_error: 58.4998 - val_loss: 13472.1381 - val_mean_absolute_error: 88.2207
Epoch 950/5000
148/148 [==============================] - 0s 41us/step - loss: 7126.5488 - mean_absolute_error: 58.4701 - val_loss: 13462.0135 - val_mean_absolute_error: 88.1810
Epoch 951/5000
148/148 [==============================] - 0s 34us/step - loss: 7119.8203 - mean_absolute_error: 58.4403 - val_loss: 13451.8964 - val_mean_absolute_error: 88.1411
Epoch 952/5000
148/148 [==============================] - 0s 27us/step - loss: 7113.0952 - mean_absolute_error: 58.4104 - val_loss: 13441.8551 - val_mean_absolute_error: 88.1015
Epoch 953/5000
148/148 [==============================] - 0s 34us/step - loss: 7106.3716 - mean_absolute_error: 58.3803 - val_loss: 13431.8749 - val_mean_absolute_error: 88.0620
Epoch 954/5000
148/148 [==============================] - 0s 34us/step - loss: 7099.6377 - mean_absolute_error: 58.3496 - val_loss: 13421.9369 - val_mean_absolute_error: 88.0227
Epoch 955/5000
148/148 [==============================] - 0s 27us/step - loss: 7092.9189 - mean_absolute_error: 58.3186 - val_loss: 13412.0042 - val_mean_absolute_error: 87.9834
Epoch 956/5000
148/148 [==============================] - 0s 27us/step - loss: 7086.1978 - mean_absolute_error: 58.2876 - val_loss: 13402.0802 - val_mean_absolute_error: 87.9441
Epoch 957/5000
148/148 [==============================] - 0s 27us/step - loss: 7079.4790 - mean_absolute_error: 58.2567 - val_loss: 13392.1203 - val_mean_absolute_error: 87.9048
Epoch 958/5000
148/148 [==============================] - 0s 27us/step - loss: 7072.7598 - mean_absolute_error: 58.2258 - val_loss: 13382.1521 - val_mean_absolute_error: 87.8653
Epoch 959/5000
148/148 [==============================] - 0s 34us/step - loss: 7066.0425 - mean_absolute_error: 58.1951 - val_loss: 13372.1574 - val_mean_absolute_error: 87.8258
Epoch 960/5000
148/148 [==============================] - 0s 41us/step - loss: 7059.3364 - mean_absolute_error: 58.1651 - val_loss: 13362.1132 - val_mean_absolute_error: 87.7862
Epoch 961/5000
148/148 [==============================] - 0s 27us/step - loss: 7052.6343 - mean_absolute_error: 58.1366 - val_loss: 13352.1085 - val_mean_absolute_error: 87.7467
Epoch 962/5000
148/148 [==============================] - 0s 34us/step - loss: 7045.9272 - mean_absolute_error: 58.1082 - val_loss: 13342.0836 - val_mean_absolute_error: 87.7070
Epoch 963/5000
148/148 [==============================] - 0s 27us/step - loss: 7039.2163 - mean_absolute_error: 58.0799 - val_loss: 13332.0770 - val_mean_absolute_error: 87.6673
Epoch 964/5000
148/148 [==============================] - 0s 27us/step - loss: 7032.4839 - mean_absolute_error: 58.0512 - val_loss: 13322.0993 - val_mean_absolute_error: 87.6277
Epoch 965/5000
148/148 [==============================] - 0s 34us/step - loss: 7025.7363 - mean_absolute_error: 58.0222 - val_loss: 13312.1383 - val_mean_absolute_error: 87.5881
Epoch 966/5000
148/148 [==============================] - 0s 34us/step - loss: 7018.9810 - mean_absolute_error: 57.9928 - val_loss: 13302.2135 - val_mean_absolute_error: 87.5485
Epoch 967/5000
148/148 [==============================] - 0s 34us/step - loss: 7012.2632 - mean_absolute_error: 57.9634 - val_loss: 13292.4854 - val_mean_absolute_error: 87.5091
Epoch 968/5000
148/148 [==============================] - 0s 27us/step - loss: 7005.5298 - mean_absolute_error: 57.9339 - val_loss: 13282.7020 - val_mean_absolute_error: 87.4696
Epoch 969/5000
148/148 [==============================] - 0s 27us/step - loss: 6998.8101 - mean_absolute_error: 57.9053 - val_loss: 13272.8678 - val_mean_absolute_error: 87.4300
Epoch 970/5000
148/148 [==============================] - 0s 27us/step - loss: 6992.0859 - mean_absolute_error: 57.8771 - val_loss: 13263.0171 - val_mean_absolute_error: 87.3905
Epoch 971/5000
148/148 [==============================] - 0s 34us/step - loss: 6985.3618 - mean_absolute_error: 57.8490 - val_loss: 13253.1616 - val_mean_absolute_error: 87.3510
Epoch 972/5000
148/148 [==============================] - 0s 34us/step - loss: 6978.6421 - mean_absolute_error: 57.8213 - val_loss: 13243.3097 - val_mean_absolute_error: 87.3117
Epoch 973/5000
148/148 [==============================] - 0s 27us/step - loss: 6971.9209 - mean_absolute_error: 57.7937 - val_loss: 13233.4327 - val_mean_absolute_error: 87.2725
Epoch 974/5000
148/148 [==============================] - 0s 27us/step - loss: 6965.1973 - mean_absolute_error: 57.7672 - val_loss: 13223.5617 - val_mean_absolute_error: 87.2331
Epoch 975/5000
148/148 [==============================] - 0s 27us/step - loss: 6958.4756 - mean_absolute_error: 57.7406 - val_loss: 13213.6698 - val_mean_absolute_error: 87.1935
Epoch 976/5000
148/148 [==============================] - 0s 27us/step - loss: 6951.7515 - mean_absolute_error: 57.7136 - val_loss: 13203.8028 - val_mean_absolute_error: 87.1540
Epoch 977/5000
148/148 [==============================] - 0s 27us/step - loss: 6945.0396 - mean_absolute_error: 57.6863 - val_loss: 13193.8931 - val_mean_absolute_error: 87.1143
Epoch 978/5000
148/148 [==============================] - 0s 41us/step - loss: 6938.3335 - mean_absolute_error: 57.6593 - val_loss: 13183.9608 - val_mean_absolute_error: 87.0747
Epoch 979/5000
148/148 [==============================] - 0s 34us/step - loss: 6931.6357 - mean_absolute_error: 57.6323 - val_loss: 13173.9984 - val_mean_absolute_error: 87.0350
Epoch 980/5000
148/148 [==============================] - 0s 27us/step - loss: 6924.9556 - mean_absolute_error: 57.6055 - val_loss: 13164.2532 - val_mean_absolute_error: 86.9955
Epoch 981/5000
148/148 [==============================] - 0s 27us/step - loss: 6918.2563 - mean_absolute_error: 57.5785 - val_loss: 13154.5200 - val_mean_absolute_error: 86.9560
Epoch 982/5000
148/148 [==============================] - 0s 27us/step - loss: 6911.5850 - mean_absolute_error: 57.5512 - val_loss: 13144.7978 - val_mean_absolute_error: 86.9167
Epoch 983/5000
148/148 [==============================] - 0s 27us/step - loss: 6904.9160 - mean_absolute_error: 57.5236 - val_loss: 13135.0385 - val_mean_absolute_error: 86.8774
Epoch 984/5000
148/148 [==============================] - 0s 34us/step - loss: 6898.2544 - mean_absolute_error: 57.4964 - val_loss: 13125.2204 - val_mean_absolute_error: 86.8380
Epoch 985/5000
148/148 [==============================] - 0s 27us/step - loss: 6891.5815 - mean_absolute_error: 57.4693 - val_loss: 13115.4119 - val_mean_absolute_error: 86.7985
Epoch 986/5000
148/148 [==============================] - 0s 27us/step - loss: 6884.9082 - mean_absolute_error: 57.4418 - val_loss: 13105.5524 - val_mean_absolute_error: 86.7588
Epoch 987/5000
148/148 [==============================] - 0s 41us/step - loss: 6878.2402 - mean_absolute_error: 57.4145 - val_loss: 13095.6938 - val_mean_absolute_error: 86.7192
Epoch 988/5000
148/148 [==============================] - 0s 27us/step - loss: 6871.5742 - mean_absolute_error: 57.3868 - val_loss: 13085.8060 - val_mean_absolute_error: 86.6794
Epoch 989/5000
148/148 [==============================] - 0s 34us/step - loss: 6864.9175 - mean_absolute_error: 57.3594 - val_loss: 13075.8803 - val_mean_absolute_error: 86.6396
Epoch 990/5000
148/148 [==============================] - 0s 34us/step - loss: 6858.2734 - mean_absolute_error: 57.3323 - val_loss: 13065.9218 - val_mean_absolute_error: 86.5997
Epoch 991/5000
148/148 [==============================] - 0s 41us/step - loss: 6851.6641 - mean_absolute_error: 57.3054 - val_loss: 13056.2298 - val_mean_absolute_error: 86.5600
Epoch 992/5000
148/148 [==============================] - 0s 34us/step - loss: 6845.0278 - mean_absolute_error: 57.2775 - val_loss: 13046.5276 - val_mean_absolute_error: 86.5203
Epoch 993/5000
148/148 [==============================] - 0s 27us/step - loss: 6838.4170 - mean_absolute_error: 57.2494 - val_loss: 13036.7611 - val_mean_absolute_error: 86.4804
Epoch 994/5000
148/148 [==============================] - 0s 34us/step - loss: 6831.8149 - mean_absolute_error: 57.2215 - val_loss: 13026.9563 - val_mean_absolute_error: 86.4406
Epoch 995/5000
148/148 [==============================] - 0s 41us/step - loss: 6825.2188 - mean_absolute_error: 57.1938 - val_loss: 13017.1778 - val_mean_absolute_error: 86.4008
Epoch 996/5000
148/148 [==============================] - 0s 34us/step - loss: 6818.6313 - mean_absolute_error: 57.1657 - val_loss: 13007.3696 - val_mean_absolute_error: 86.3609
Epoch 997/5000
148/148 [==============================] - 0s 27us/step - loss: 6812.0483 - mean_absolute_error: 57.1378 - val_loss: 12997.5839 - val_mean_absolute_error: 86.3212
Epoch 998/5000
148/148 [==============================] - 0s 34us/step - loss: 6805.4873 - mean_absolute_error: 57.1098 - val_loss: 12987.7566 - val_mean_absolute_error: 86.2813
Epoch 999/5000
148/148 [==============================] - 0s 34us/step - loss: 6798.9292 - mean_absolute_error: 57.0821 - val_loss: 12977.9034 - val_mean_absolute_error: 86.2415
Epoch 1000/5000
148/148 [==============================] - 0s 41us/step - loss: 6792.3872 - mean_absolute_error: 57.0544 - val_loss: 12968.0688 - val_mean_absolute_error: 86.2017
Epoch 1001/5000
148/148 [==============================] - 0s 27us/step - loss: 6785.8579 - mean_absolute_error: 57.0265 - val_loss: 12958.5026 - val_mean_absolute_error: 86.1621
Epoch 1002/5000
148/148 [==============================] - 0s 20us/step - loss: 6779.3291 - mean_absolute_error: 56.9977 - val_loss: 12948.9066 - val_mean_absolute_error: 86.1226
Epoch 1003/5000
148/148 [==============================] - 0s 27us/step - loss: 6772.8169 - mean_absolute_error: 56.9691 - val_loss: 12939.2699 - val_mean_absolute_error: 86.0830
Epoch 1004/5000
148/148 [==============================] - 0s 41us/step - loss: 6766.3110 - mean_absolute_error: 56.9407 - val_loss: 12929.5961 - val_mean_absolute_error: 86.0449
Epoch 1005/5000
148/148 [==============================] - 0s 27us/step - loss: 6759.8164 - mean_absolute_error: 56.9127 - val_loss: 12919.9246 - val_mean_absolute_error: 86.0074
Epoch 1006/5000
148/148 [==============================] - 0s 34us/step - loss: 6753.3311 - mean_absolute_error: 56.8843 - val_loss: 12910.2585 - val_mean_absolute_error: 85.9700
Epoch 1007/5000
148/148 [==============================] - 0s 20us/step - loss: 6746.8496 - mean_absolute_error: 56.8557 - val_loss: 12900.5903 - val_mean_absolute_error: 85.9326
Epoch 1008/5000
148/148 [==============================] - 0s 27us/step - loss: 6740.3989 - mean_absolute_error: 56.8272 - val_loss: 12890.8595 - val_mean_absolute_error: 85.8950
Epoch 1009/5000
148/148 [==============================] - 0s 34us/step - loss: 6733.9595 - mean_absolute_error: 56.7989 - val_loss: 12881.0960 - val_mean_absolute_error: 85.8574
Epoch 1010/5000
148/148 [==============================] - 0s 34us/step - loss: 6727.5303 - mean_absolute_error: 56.7709 - val_loss: 12871.3119 - val_mean_absolute_error: 85.8197
Epoch 1011/5000
148/148 [==============================] - 0s 27us/step - loss: 6721.1016 - mean_absolute_error: 56.7431 - val_loss: 12861.5489 - val_mean_absolute_error: 85.7820
Epoch 1012/5000
148/148 [==============================] - 0s 34us/step - loss: 6714.7256 - mean_absolute_error: 56.7150 - val_loss: 12852.0626 - val_mean_absolute_error: 85.7447
Epoch 1013/5000
148/148 [==============================] - 0s 27us/step - loss: 6708.3022 - mean_absolute_error: 56.6860 - val_loss: 12842.5400 - val_mean_absolute_error: 85.7073
Epoch 1014/5000
148/148 [==============================] - 0s 27us/step - loss: 6701.9297 - mean_absolute_error: 56.6568 - val_loss: 12832.9270 - val_mean_absolute_error: 85.6698
Epoch 1015/5000
148/148 [==============================] - 0s 27us/step - loss: 6695.5649 - mean_absolute_error: 56.6280 - val_loss: 12823.2484 - val_mean_absolute_error: 85.6323
Epoch 1016/5000
148/148 [==============================] - 0s 27us/step - loss: 6689.2036 - mean_absolute_error: 56.5996 - val_loss: 12813.5412 - val_mean_absolute_error: 85.5950
Epoch 1017/5000
148/148 [==============================] - 0s 34us/step - loss: 6682.8477 - mean_absolute_error: 56.5720 - val_loss: 12803.8607 - val_mean_absolute_error: 85.5584
Epoch 1018/5000
148/148 [==============================] - 0s 27us/step - loss: 6676.5122 - mean_absolute_error: 56.5441 - val_loss: 12794.1791 - val_mean_absolute_error: 85.5219
Epoch 1019/5000
148/148 [==============================] - 0s 27us/step - loss: 6670.1763 - mean_absolute_error: 56.5166 - val_loss: 12784.5195 - val_mean_absolute_error: 85.4855
Epoch 1020/5000
148/148 [==============================] - 0s 27us/step - loss: 6663.8633 - mean_absolute_error: 56.4897 - val_loss: 12774.8349 - val_mean_absolute_error: 85.4492
Epoch 1021/5000
148/148 [==============================] - 0s 27us/step - loss: 6657.5518 - mean_absolute_error: 56.4632 - val_loss: 12765.1327 - val_mean_absolute_error: 85.4128
Epoch 1022/5000
148/148 [==============================] - 0s 27us/step - loss: 6651.2441 - mean_absolute_error: 56.4369 - val_loss: 12755.4191 - val_mean_absolute_error: 85.3766
Epoch 1023/5000
148/148 [==============================] - 0s 41us/step - loss: 6644.9839 - mean_absolute_error: 56.4110 - val_loss: 12745.9445 - val_mean_absolute_error: 85.3404
Epoch 1024/5000
148/148 [==============================] - 0s 27us/step - loss: 6638.6855 - mean_absolute_error: 56.3849 - val_loss: 12736.4899 - val_mean_absolute_error: 85.3042
Epoch 1025/5000
148/148 [==============================] - 0s 27us/step - loss: 6632.4268 - mean_absolute_error: 56.3586 - val_loss: 12727.0735 - val_mean_absolute_error: 85.2682
Epoch 1026/5000
148/148 [==============================] - 0s 34us/step - loss: 6626.1733 - mean_absolute_error: 56.3321 - val_loss: 12717.6581 - val_mean_absolute_error: 85.2322
Epoch 1027/5000
148/148 [==============================] - 0s 34us/step - loss: 6619.9316 - mean_absolute_error: 56.3053 - val_loss: 12708.2366 - val_mean_absolute_error: 85.1962
Epoch 1028/5000
148/148 [==============================] - 0s 34us/step - loss: 6613.6982 - mean_absolute_error: 56.2783 - val_loss: 12698.7495 - val_mean_absolute_error: 85.1601
Epoch 1029/5000
148/148 [==============================] - 0s 27us/step - loss: 6607.4761 - mean_absolute_error: 56.2517 - val_loss: 12689.2047 - val_mean_absolute_error: 85.1239
Epoch 1030/5000
148/148 [==============================] - 0s 27us/step - loss: 6601.2485 - mean_absolute_error: 56.2252 - val_loss: 12679.6850 - val_mean_absolute_error: 85.0878
Epoch 1031/5000
148/148 [==============================] - 0s 27us/step - loss: 6595.0249 - mean_absolute_error: 56.1985 - val_loss: 12670.1704 - val_mean_absolute_error: 85.0517
Epoch 1032/5000
148/148 [==============================] - 0s 27us/step - loss: 6588.7881 - mean_absolute_error: 56.1716 - val_loss: 12660.8622 - val_mean_absolute_error: 85.0157
Epoch 1033/5000
148/148 [==============================] - 0s 34us/step - loss: 6582.5312 - mean_absolute_error: 56.1445 - val_loss: 12651.4777 - val_mean_absolute_error: 84.9795
Epoch 1034/5000
148/148 [==============================] - 0s 27us/step - loss: 6576.2500 - mean_absolute_error: 56.1177 - val_loss: 12642.0561 - val_mean_absolute_error: 84.9433
Epoch 1035/5000
148/148 [==============================] - 0s 27us/step - loss: 6569.9619 - mean_absolute_error: 56.0913 - val_loss: 12632.6519 - val_mean_absolute_error: 84.9073
Epoch 1036/5000
148/148 [==============================] - 0s 34us/step - loss: 6563.6616 - mean_absolute_error: 56.0645 - val_loss: 12623.2593 - val_mean_absolute_error: 84.8713
Epoch 1037/5000
148/148 [==============================] - 0s 20us/step - loss: 6557.3545 - mean_absolute_error: 56.0374 - val_loss: 12613.8907 - val_mean_absolute_error: 84.8357
Epoch 1038/5000
148/148 [==============================] - 0s 34us/step - loss: 6551.0391 - mean_absolute_error: 56.0102 - val_loss: 12604.5507 - val_mean_absolute_error: 84.8002
Epoch 1039/5000
148/148 [==============================] - 0s 34us/step - loss: 6544.7520 - mean_absolute_error: 55.9828 - val_loss: 12595.1656 - val_mean_absolute_error: 84.7647
Epoch 1040/5000
148/148 [==============================] - 0s 34us/step - loss: 6538.4722 - mean_absolute_error: 55.9560 - val_loss: 12585.7346 - val_mean_absolute_error: 84.7292
Epoch 1041/5000
148/148 [==============================] - 0s 27us/step - loss: 6532.1880 - mean_absolute_error: 55.9296 - val_loss: 12576.2955 - val_mean_absolute_error: 84.6937
Epoch 1042/5000
148/148 [==============================] - 0s 27us/step - loss: 6525.9077 - mean_absolute_error: 55.9034 - val_loss: 12567.0963 - val_mean_absolute_error: 84.6583
Epoch 1043/5000
148/148 [==============================] - 0s 41us/step - loss: 6519.6401 - mean_absolute_error: 55.8771 - val_loss: 12557.9173 - val_mean_absolute_error: 84.6230
Epoch 1044/5000
148/148 [==============================] - 0s 27us/step - loss: 6513.4136 - mean_absolute_error: 55.8506 - val_loss: 12548.7475 - val_mean_absolute_error: 84.5877
Epoch 1045/5000
148/148 [==============================] - 0s 27us/step - loss: 6507.2461 - mean_absolute_error: 55.8241 - val_loss: 12539.5982 - val_mean_absolute_error: 84.5525
Epoch 1046/5000
148/148 [==============================] - 0s 27us/step - loss: 6501.0859 - mean_absolute_error: 55.7973 - val_loss: 12530.4566 - val_mean_absolute_error: 84.5174
Epoch 1047/5000
148/148 [==============================] - 0s 20us/step - loss: 6494.9341 - mean_absolute_error: 55.7704 - val_loss: 12521.3276 - val_mean_absolute_error: 84.4824
Epoch 1048/5000
148/148 [==============================] - 0s 27us/step - loss: 6488.8076 - mean_absolute_error: 55.7434 - val_loss: 12512.1355 - val_mean_absolute_error: 84.4472
Epoch 1049/5000
148/148 [==============================] - 0s 27us/step - loss: 6482.6958 - mean_absolute_error: 55.7168 - val_loss: 12502.8805 - val_mean_absolute_error: 84.4119
Epoch 1050/5000
148/148 [==============================] - 0s 41us/step - loss: 6476.5830 - mean_absolute_error: 55.6906 - val_loss: 12493.5772 - val_mean_absolute_error: 84.3765
Epoch 1051/5000
148/148 [==============================] - 0s 34us/step - loss: 6470.4780 - mean_absolute_error: 55.6648 - val_loss: 12484.2910 - val_mean_absolute_error: 84.3411
Epoch 1052/5000
148/148 [==============================] - 0s 27us/step - loss: 6464.4141 - mean_absolute_error: 55.6387 - val_loss: 12475.0851 - val_mean_absolute_error: 84.3061
Epoch 1053/5000
148/148 [==============================] - 0s 27us/step - loss: 6458.3833 - mean_absolute_error: 55.6124 - val_loss: 12466.2093 - val_mean_absolute_error: 84.2714
Epoch 1054/5000
148/148 [==============================] - 0s 27us/step - loss: 6452.3716 - mean_absolute_error: 55.5853 - val_loss: 12457.3285 - val_mean_absolute_error: 84.2369
Epoch 1055/5000
148/148 [==============================] - 0s 47us/step - loss: 6446.4771 - mean_absolute_error: 55.5588 - val_loss: 12448.4257 - val_mean_absolute_error: 84.2027
Epoch 1056/5000
148/148 [==============================] - 0s 27us/step - loss: 6440.5288 - mean_absolute_error: 55.5332 - val_loss: 12439.5364 - val_mean_absolute_error: 84.1688
Epoch 1057/5000
148/148 [==============================] - 0s 27us/step - loss: 6434.5737 - mean_absolute_error: 55.5081 - val_loss: 12430.6633 - val_mean_absolute_error: 84.1352
Epoch 1058/5000
148/148 [==============================] - 0s 27us/step - loss: 6428.5962 - mean_absolute_error: 55.4832 - val_loss: 12421.7994 - val_mean_absolute_error: 84.1019
Epoch 1059/5000
148/148 [==============================] - 0s 20us/step - loss: 6422.6685 - mean_absolute_error: 55.4588 - val_loss: 12413.2192 - val_mean_absolute_error: 84.0690
Epoch 1060/5000
148/148 [==============================] - 0s 34us/step - loss: 6416.7690 - mean_absolute_error: 55.4340 - val_loss: 12404.9125 - val_mean_absolute_error: 84.0364
Epoch 1061/5000
148/148 [==============================] - 0s 41us/step - loss: 6410.7847 - mean_absolute_error: 55.4081 - val_loss: 12396.8227 - val_mean_absolute_error: 84.0039
Epoch 1062/5000
148/148 [==============================] - 0s 27us/step - loss: 6404.9028 - mean_absolute_error: 55.3817 - val_loss: 12388.7006 - val_mean_absolute_error: 83.9714
Epoch 1063/5000
148/148 [==============================] - 0s 34us/step - loss: 6399.0361 - mean_absolute_error: 55.3550 - val_loss: 12380.4885 - val_mean_absolute_error: 83.9389
Epoch 1064/5000
148/148 [==============================] - 0s 34us/step - loss: 6393.1582 - mean_absolute_error: 55.3287 - val_loss: 12372.2030 - val_mean_absolute_error: 83.9063
Epoch 1065/5000
148/148 [==============================] - 0s 20us/step - loss: 6387.2642 - mean_absolute_error: 55.3027 - val_loss: 12363.8574 - val_mean_absolute_error: 83.8737
Epoch 1066/5000
148/148 [==============================] - 0s 34us/step - loss: 6381.3760 - mean_absolute_error: 55.2770 - val_loss: 12355.5372 - val_mean_absolute_error: 83.8412
Epoch 1067/5000
148/148 [==============================] - 0s 27us/step - loss: 6375.5068 - mean_absolute_error: 55.2512 - val_loss: 12347.2092 - val_mean_absolute_error: 83.8087
Epoch 1068/5000
148/148 [==============================] - 0s 27us/step - loss: 6369.6328 - mean_absolute_error: 55.2251 - val_loss: 12338.8906 - val_mean_absolute_error: 83.7763
Epoch 1069/5000
148/148 [==============================] - 0s 34us/step - loss: 6363.8198 - mean_absolute_error: 55.1988 - val_loss: 12330.5915 - val_mean_absolute_error: 83.7443
Epoch 1070/5000
148/148 [==============================] - 0s 27us/step - loss: 6357.9751 - mean_absolute_error: 55.1735 - val_loss: 12322.3140 - val_mean_absolute_error: 83.7127
Epoch 1071/5000
148/148 [==============================] - 0s 27us/step - loss: 6352.1187 - mean_absolute_error: 55.1487 - val_loss: 12314.0399 - val_mean_absolute_error: 83.6813
Epoch 1072/5000
148/148 [==============================] - 0s 27us/step - loss: 6346.2974 - mean_absolute_error: 55.1246 - val_loss: 12305.7893 - val_mean_absolute_error: 83.6500
Epoch 1073/5000
148/148 [==============================] - 0s 27us/step - loss: 6340.5151 - mean_absolute_error: 55.1002 - val_loss: 12297.5660 - val_mean_absolute_error: 83.6189
Epoch 1074/5000
148/148 [==============================] - 0s 34us/step - loss: 6334.7510 - mean_absolute_error: 55.0756 - val_loss: 12289.3070 - val_mean_absolute_error: 83.5883
Epoch 1075/5000
148/148 [==============================] - 0s 34us/step - loss: 6329.0005 - mean_absolute_error: 55.0514 - val_loss: 12280.9901 - val_mean_absolute_error: 83.5574
Epoch 1076/5000
148/148 [==============================] - 0s 27us/step - loss: 6323.2578 - mean_absolute_error: 55.0275 - val_loss: 12272.6807 - val_mean_absolute_error: 83.5265
Epoch 1077/5000
148/148 [==============================] - 0s 27us/step - loss: 6317.5454 - mean_absolute_error: 55.0032 - val_loss: 12264.3822 - val_mean_absolute_error: 83.4954
Epoch 1078/5000
148/148 [==============================] - 0s 34us/step - loss: 6311.8413 - mean_absolute_error: 54.9784 - val_loss: 12256.0442 - val_mean_absolute_error: 83.4643
Epoch 1079/5000
148/148 [==============================] - 0s 34us/step - loss: 6306.1318 - mean_absolute_error: 54.9537 - val_loss: 12247.6443 - val_mean_absolute_error: 83.4328
Epoch 1080/5000
148/148 [==============================] - 0s 27us/step - loss: 6300.4141 - mean_absolute_error: 54.9290 - val_loss: 12239.2682 - val_mean_absolute_error: 83.4014
Epoch 1081/5000
148/148 [==============================] - 0s 34us/step - loss: 6294.7407 - mean_absolute_error: 54.9041 - val_loss: 12230.9398 - val_mean_absolute_error: 83.3703
Epoch 1082/5000
148/148 [==============================] - 0s 27us/step - loss: 6289.1396 - mean_absolute_error: 54.8799 - val_loss: 12222.6439 - val_mean_absolute_error: 83.3396
Epoch 1083/5000
148/148 [==============================] - 0s 34us/step - loss: 6283.5928 - mean_absolute_error: 54.8563 - val_loss: 12214.6013 - val_mean_absolute_error: 83.3085
Epoch 1084/5000
148/148 [==============================] - 0s 41us/step - loss: 6278.0234 - mean_absolute_error: 54.8316 - val_loss: 12206.7212 - val_mean_absolute_error: 83.2772
Epoch 1085/5000
148/148 [==============================] - 0s 34us/step - loss: 6272.4639 - mean_absolute_error: 54.8067 - val_loss: 12198.7712 - val_mean_absolute_error: 83.2462
Epoch 1086/5000
148/148 [==============================] - 0s 27us/step - loss: 6266.9575 - mean_absolute_error: 54.7833 - val_loss: 12190.8121 - val_mean_absolute_error: 83.2151
Epoch 1087/5000
148/148 [==============================] - 0s 27us/step - loss: 6261.4683 - mean_absolute_error: 54.7596 - val_loss: 12182.8554 - val_mean_absolute_error: 83.1841
Epoch 1088/5000
148/148 [==============================] - 0s 41us/step - loss: 6255.9927 - mean_absolute_error: 54.7357 - val_loss: 12174.9021 - val_mean_absolute_error: 83.1529
Epoch 1089/5000
148/148 [==============================] - 0s 20us/step - loss: 6250.5278 - mean_absolute_error: 54.7116 - val_loss: 12166.9575 - val_mean_absolute_error: 83.1218
Epoch 1090/5000
148/148 [==============================] - 0s 34us/step - loss: 6245.0898 - mean_absolute_error: 54.6880 - val_loss: 12159.0213 - val_mean_absolute_error: 83.0909
Epoch 1091/5000
148/148 [==============================] - 0s 20us/step - loss: 6239.6401 - mean_absolute_error: 54.6649 - val_loss: 12151.0535 - val_mean_absolute_error: 83.0601
Epoch 1092/5000
148/148 [==============================] - 0s 27us/step - loss: 6234.2485 - mean_absolute_error: 54.6423 - val_loss: 12143.0898 - val_mean_absolute_error: 83.0293
Epoch 1093/5000
148/148 [==============================] - 0s 27us/step - loss: 6228.8735 - mean_absolute_error: 54.6193 - val_loss: 12135.1255 - val_mean_absolute_error: 82.9983
Epoch 1094/5000
148/148 [==============================] - 0s 27us/step - loss: 6223.4976 - mean_absolute_error: 54.5958 - val_loss: 12127.1631 - val_mean_absolute_error: 82.9673
Epoch 1095/5000
148/148 [==============================] - 0s 27us/step - loss: 6218.1387 - mean_absolute_error: 54.5720 - val_loss: 12119.3768 - val_mean_absolute_error: 82.9360
Epoch 1096/5000
148/148 [==============================] - 0s 34us/step - loss: 6212.7944 - mean_absolute_error: 54.5478 - val_loss: 12111.5400 - val_mean_absolute_error: 82.9046
Epoch 1097/5000
148/148 [==============================] - 0s 27us/step - loss: 6207.4678 - mean_absolute_error: 54.5239 - val_loss: 12103.6938 - val_mean_absolute_error: 82.8738
Epoch 1098/5000
148/148 [==============================] - 0s 34us/step - loss: 6202.1646 - mean_absolute_error: 54.5011 - val_loss: 12095.8726 - val_mean_absolute_error: 82.8431
Epoch 1099/5000
148/148 [==============================] - 0s 27us/step - loss: 6196.8794 - mean_absolute_error: 54.4780 - val_loss: 12088.0942 - val_mean_absolute_error: 82.8127
Epoch 1100/5000
148/148 [==============================] - 0s 27us/step - loss: 6191.6108 - mean_absolute_error: 54.4553 - val_loss: 12080.3468 - val_mean_absolute_error: 82.7823
Epoch 1101/5000
148/148 [==============================] - 0s 27us/step - loss: 6186.3457 - mean_absolute_error: 54.4323 - val_loss: 12072.6332 - val_mean_absolute_error: 82.7520
Epoch 1102/5000
148/148 [==============================] - 0s 27us/step - loss: 6181.0825 - mean_absolute_error: 54.4089 - val_loss: 12064.9034 - val_mean_absolute_error: 82.7218
Epoch 1103/5000
148/148 [==============================] - 0s 27us/step - loss: 6175.8271 - mean_absolute_error: 54.3852 - val_loss: 12057.4269 - val_mean_absolute_error: 82.6914
Epoch 1104/5000
148/148 [==============================] - 0s 34us/step - loss: 6170.5767 - mean_absolute_error: 54.3607 - val_loss: 12049.9643 - val_mean_absolute_error: 82.6610
Epoch 1105/5000
148/148 [==============================] - 0s 34us/step - loss: 6165.3428 - mean_absolute_error: 54.3360 - val_loss: 12042.5336 - val_mean_absolute_error: 82.6312
Epoch 1106/5000
148/148 [==============================] - 0s 27us/step - loss: 6160.1533 - mean_absolute_error: 54.3123 - val_loss: 12035.0395 - val_mean_absolute_error: 82.6014
Epoch 1107/5000
148/148 [==============================] - 0s 27us/step - loss: 6154.9688 - mean_absolute_error: 54.2890 - val_loss: 12027.5044 - val_mean_absolute_error: 82.5719
Epoch 1108/5000
148/148 [==============================] - 0s 27us/step - loss: 6149.7812 - mean_absolute_error: 54.2667 - val_loss: 12019.9136 - val_mean_absolute_error: 82.5423
Epoch 1109/5000
148/148 [==============================] - 0s 41us/step - loss: 6144.6240 - mean_absolute_error: 54.2448 - val_loss: 12012.3301 - val_mean_absolute_error: 82.5128
Epoch 1110/5000
148/148 [==============================] - 0s 41us/step - loss: 6139.4756 - mean_absolute_error: 54.2226 - val_loss: 12004.7723 - val_mean_absolute_error: 82.4832
Epoch 1111/5000
148/148 [==============================] - 0s 27us/step - loss: 6134.3721 - mean_absolute_error: 54.2001 - val_loss: 11997.4368 - val_mean_absolute_error: 82.4533
Epoch 1112/5000
148/148 [==============================] - 0s 34us/step - loss: 6129.1968 - mean_absolute_error: 54.1761 - val_loss: 11990.1156 - val_mean_absolute_error: 82.4235
Epoch 1113/5000
148/148 [==============================] - 0s 41us/step - loss: 6124.0610 - mean_absolute_error: 54.1519 - val_loss: 11982.7517 - val_mean_absolute_error: 82.3936
Epoch 1114/5000
148/148 [==============================] - 0s 27us/step - loss: 6118.9712 - mean_absolute_error: 54.1278 - val_loss: 11975.3635 - val_mean_absolute_error: 82.3642
Epoch 1115/5000
148/148 [==============================] - 0s 27us/step - loss: 6113.8833 - mean_absolute_error: 54.1045 - val_loss: 11967.9915 - val_mean_absolute_error: 82.3368
Epoch 1116/5000
148/148 [==============================] - 0s 34us/step - loss: 6108.7891 - mean_absolute_error: 54.0819 - val_loss: 11960.6190 - val_mean_absolute_error: 82.3100
Epoch 1117/5000
148/148 [==============================] - 0s 34us/step - loss: 6103.7412 - mean_absolute_error: 54.0590 - val_loss: 11953.2308 - val_mean_absolute_error: 82.2830
Epoch 1118/5000
148/148 [==============================] - 0s 27us/step - loss: 6098.7109 - mean_absolute_error: 54.0358 - val_loss: 11945.7727 - val_mean_absolute_error: 82.2560
Epoch 1119/5000
148/148 [==============================] - 0s 34us/step - loss: 6093.6831 - mean_absolute_error: 54.0129 - val_loss: 11938.2687 - val_mean_absolute_error: 82.2289
Epoch 1120/5000
148/148 [==============================] - 0s 34us/step - loss: 6088.6543 - mean_absolute_error: 53.9904 - val_loss: 11930.7441 - val_mean_absolute_error: 82.2018
Epoch 1121/5000
148/148 [==============================] - 0s 34us/step - loss: 6083.6626 - mean_absolute_error: 53.9683 - val_loss: 11923.2836 - val_mean_absolute_error: 82.1752
Epoch 1122/5000
148/148 [==============================] - 0s 34us/step - loss: 6078.7183 - mean_absolute_error: 53.9467 - val_loss: 11916.0413 - val_mean_absolute_error: 82.1484
Epoch 1123/5000
148/148 [==============================] - 0s 27us/step - loss: 6073.6934 - mean_absolute_error: 53.9238 - val_loss: 11909.0178 - val_mean_absolute_error: 82.1215
Epoch 1124/5000
148/148 [==============================] - 0s 34us/step - loss: 6068.7842 - mean_absolute_error: 53.9008 - val_loss: 11902.0049 - val_mean_absolute_error: 82.0951
Epoch 1125/5000
148/148 [==============================] - 0s 34us/step - loss: 6063.8608 - mean_absolute_error: 53.8789 - val_loss: 11895.0043 - val_mean_absolute_error: 82.0692
Epoch 1126/5000
148/148 [==============================] - 0s 27us/step - loss: 6058.9272 - mean_absolute_error: 53.8574 - val_loss: 11887.9876 - val_mean_absolute_error: 82.0433
Epoch 1127/5000
148/148 [==============================] - 0s 20us/step - loss: 6054.0322 - mean_absolute_error: 53.8357 - val_loss: 11880.9620 - val_mean_absolute_error: 82.0174
Epoch 1128/5000
148/148 [==============================] - 0s 34us/step - loss: 6049.1406 - mean_absolute_error: 53.8139 - val_loss: 11873.9254 - val_mean_absolute_error: 81.9912
Epoch 1129/5000
148/148 [==============================] - 0s 34us/step - loss: 6044.2534 - mean_absolute_error: 53.7919 - val_loss: 11866.8820 - val_mean_absolute_error: 81.9650
Epoch 1130/5000
148/148 [==============================] - 0s 34us/step - loss: 6039.3833 - mean_absolute_error: 53.7699 - val_loss: 11859.7917 - val_mean_absolute_error: 81.9388
Epoch 1131/5000
148/148 [==============================] - 0s 34us/step - loss: 6034.5122 - mean_absolute_error: 53.7483 - val_loss: 11852.6656 - val_mean_absolute_error: 81.9127
Epoch 1132/5000
148/148 [==============================] - 0s 27us/step - loss: 6029.6426 - mean_absolute_error: 53.7272 - val_loss: 11845.4637 - val_mean_absolute_error: 81.8865
Epoch 1133/5000
148/148 [==============================] - 0s 27us/step - loss: 6024.8145 - mean_absolute_error: 53.7064 - val_loss: 11838.2902 - val_mean_absolute_error: 81.8607
Epoch 1134/5000
148/148 [==============================] - 0s 41us/step - loss: 6019.9785 - mean_absolute_error: 53.6860 - val_loss: 11831.1528 - val_mean_absolute_error: 81.8355
Epoch 1135/5000
148/148 [==============================] - 0s 20us/step - loss: 6015.1587 - mean_absolute_error: 53.6657 - val_loss: 11824.0215 - val_mean_absolute_error: 81.8104
Epoch 1136/5000
148/148 [==============================] - 0s 27us/step - loss: 6010.3423 - mean_absolute_error: 53.6448 - val_loss: 11816.9179 - val_mean_absolute_error: 81.7854
Epoch 1137/5000
148/148 [==============================] - 0s 34us/step - loss: 6005.5430 - mean_absolute_error: 53.6238 - val_loss: 11809.8008 - val_mean_absolute_error: 81.7602
Epoch 1138/5000
148/148 [==============================] - 0s 34us/step - loss: 6000.7480 - mean_absolute_error: 53.6026 - val_loss: 11802.6834 - val_mean_absolute_error: 81.7349
Epoch 1139/5000
148/148 [==============================] - 0s 27us/step - loss: 5995.9517 - mean_absolute_error: 53.5812 - val_loss: 11795.5704 - val_mean_absolute_error: 81.7094
Epoch 1140/5000
148/148 [==============================] - 0s 27us/step - loss: 5991.1587 - mean_absolute_error: 53.5597 - val_loss: 11788.4555 - val_mean_absolute_error: 81.6839
Epoch 1141/5000
148/148 [==============================] - 0s 27us/step - loss: 5986.3857 - mean_absolute_error: 53.5382 - val_loss: 11781.2937 - val_mean_absolute_error: 81.6583
Epoch 1142/5000
148/148 [==============================] - 0s 27us/step - loss: 5981.6216 - mean_absolute_error: 53.5170 - val_loss: 11774.1087 - val_mean_absolute_error: 81.6332
Epoch 1143/5000
148/148 [==============================] - 0s 41us/step - loss: 5976.8896 - mean_absolute_error: 53.4972 - val_loss: 11767.1661 - val_mean_absolute_error: 81.6078
Epoch 1144/5000
148/148 [==============================] - 0s 27us/step - loss: 5972.1255 - mean_absolute_error: 53.4769 - val_loss: 11760.4610 - val_mean_absolute_error: 81.5822
Epoch 1145/5000
148/148 [==============================] - 0s 27us/step - loss: 5967.4863 - mean_absolute_error: 53.4557 - val_loss: 11753.7913 - val_mean_absolute_error: 81.5572
Epoch 1146/5000
148/148 [==============================] - 0s 27us/step - loss: 5962.8110 - mean_absolute_error: 53.4351 - val_loss: 11747.1616 - val_mean_absolute_error: 81.5330
Epoch 1147/5000
148/148 [==============================] - 0s 27us/step - loss: 5958.1016 - mean_absolute_error: 53.4149 - val_loss: 11740.5365 - val_mean_absolute_error: 81.5087
Epoch 1148/5000
148/148 [==============================] - 0s 41us/step - loss: 5953.4453 - mean_absolute_error: 53.3945 - val_loss: 11733.9298 - val_mean_absolute_error: 81.4845
Epoch 1149/5000
148/148 [==============================] - 0s 34us/step - loss: 5948.8057 - mean_absolute_error: 53.3739 - val_loss: 11727.3511 - val_mean_absolute_error: 81.4606
Epoch 1150/5000
148/148 [==============================] - 0s 27us/step - loss: 5944.1616 - mean_absolute_error: 53.3532 - val_loss: 11720.7886 - val_mean_absolute_error: 81.4371
Epoch 1151/5000
148/148 [==============================] - 0s 27us/step - loss: 5939.4580 - mean_absolute_error: 53.3323 - val_loss: 11714.2472 - val_mean_absolute_error: 81.4136
Epoch 1152/5000
148/148 [==============================] - 0s 27us/step - loss: 5934.7397 - mean_absolute_error: 53.3113 - val_loss: 11707.6511 - val_mean_absolute_error: 81.3903
Epoch 1153/5000
148/148 [==============================] - 0s 20us/step - loss: 5929.9502 - mean_absolute_error: 53.2906 - val_loss: 11700.9321 - val_mean_absolute_error: 81.3669
Epoch 1154/5000
148/148 [==============================] - 0s 34us/step - loss: 5925.1411 - mean_absolute_error: 53.2709 - val_loss: 11694.0820 - val_mean_absolute_error: 81.3427
Epoch 1155/5000
148/148 [==============================] - 0s 27us/step - loss: 5920.4321 - mean_absolute_error: 53.2515 - val_loss: 11687.3986 - val_mean_absolute_error: 81.3179
Epoch 1156/5000
148/148 [==============================] - 0s 27us/step - loss: 5915.6133 - mean_absolute_error: 53.2305 - val_loss: 11680.8511 - val_mean_absolute_error: 81.2924
Epoch 1157/5000
148/148 [==============================] - 0s 34us/step - loss: 5910.7246 - mean_absolute_error: 53.2082 - val_loss: 11674.1743 - val_mean_absolute_error: 81.2663
Epoch 1158/5000
148/148 [==============================] - 0s 34us/step - loss: 5905.9023 - mean_absolute_error: 53.1859 - val_loss: 11667.3783 - val_mean_absolute_error: 81.2398
Epoch 1159/5000
148/148 [==============================] - 0s 41us/step - loss: 5901.1118 - mean_absolute_error: 53.1636 - val_loss: 11660.4548 - val_mean_absolute_error: 81.2134
Epoch 1160/5000
148/148 [==============================] - 0s 34us/step - loss: 5896.2720 - mean_absolute_error: 53.1425 - val_loss: 11653.4522 - val_mean_absolute_error: 81.1873
Epoch 1161/5000
148/148 [==============================] - 0s 27us/step - loss: 5891.4395 - mean_absolute_error: 53.1225 - val_loss: 11646.3808 - val_mean_absolute_error: 81.1607
Epoch 1162/5000
148/148 [==============================] - 0s 34us/step - loss: 5886.6284 - mean_absolute_error: 53.1020 - val_loss: 11639.2397 - val_mean_absolute_error: 81.1337
Epoch 1163/5000
148/148 [==============================] - 0s 27us/step - loss: 5881.8184 - mean_absolute_error: 53.0809 - val_loss: 11632.0424 - val_mean_absolute_error: 81.1066
Epoch 1164/5000
148/148 [==============================] - 0s 41us/step - loss: 5876.9766 - mean_absolute_error: 53.0595 - val_loss: 11624.8512 - val_mean_absolute_error: 81.0798
Epoch 1165/5000
148/148 [==============================] - 0s 27us/step - loss: 5872.1450 - mean_absolute_error: 53.0379 - val_loss: 11617.6744 - val_mean_absolute_error: 81.0528
Epoch 1166/5000
148/148 [==============================] - 0s 27us/step - loss: 5867.3149 - mean_absolute_error: 53.0160 - val_loss: 11610.5511 - val_mean_absolute_error: 81.0264
Epoch 1167/5000
148/148 [==============================] - 0s 27us/step - loss: 5862.5210 - mean_absolute_error: 52.9948 - val_loss: 11603.4239 - val_mean_absolute_error: 80.9998
Epoch 1168/5000
148/148 [==============================] - 0s 41us/step - loss: 5857.7500 - mean_absolute_error: 52.9734 - val_loss: 11596.2532 - val_mean_absolute_error: 80.9732
Epoch 1169/5000
148/148 [==============================] - 0s 27us/step - loss: 5853.0469 - mean_absolute_error: 52.9526 - val_loss: 11589.2957 - val_mean_absolute_error: 80.9463
Epoch 1170/5000
148/148 [==============================] - 0s 34us/step - loss: 5848.2744 - mean_absolute_error: 52.9311 - val_loss: 11582.4559 - val_mean_absolute_error: 80.9196
Epoch 1171/5000
148/148 [==============================] - 0s 27us/step - loss: 5843.5171 - mean_absolute_error: 52.9100 - val_loss: 11575.5775 - val_mean_absolute_error: 80.8933
Epoch 1172/5000
148/148 [==============================] - 0s 27us/step - loss: 5838.7598 - mean_absolute_error: 52.8896 - val_loss: 11568.6835 - val_mean_absolute_error: 80.8674
Epoch 1173/5000
148/148 [==============================] - 0s 34us/step - loss: 5834.0576 - mean_absolute_error: 52.8699 - val_loss: 11561.7710 - val_mean_absolute_error: 80.8413
Epoch 1174/5000
148/148 [==============================] - 0s 34us/step - loss: 5829.3623 - mean_absolute_error: 52.8500 - val_loss: 11554.8527 - val_mean_absolute_error: 80.8151
Epoch 1175/5000
148/148 [==============================] - 0s 27us/step - loss: 5824.6621 - mean_absolute_error: 52.8298 - val_loss: 11547.9445 - val_mean_absolute_error: 80.7889
Epoch 1176/5000
148/148 [==============================] - 0s 27us/step - loss: 5819.9863 - mean_absolute_error: 52.8094 - val_loss: 11541.0584 - val_mean_absolute_error: 80.7631
Epoch 1177/5000
148/148 [==============================] - 0s 41us/step - loss: 5815.2827 - mean_absolute_error: 52.7889 - val_loss: 11534.1776 - val_mean_absolute_error: 80.7377
Epoch 1178/5000
148/148 [==============================] - 0s 34us/step - loss: 5810.5713 - mean_absolute_error: 52.7684 - val_loss: 11527.2903 - val_mean_absolute_error: 80.7120
Epoch 1179/5000
148/148 [==============================] - 0s 27us/step - loss: 5805.8931 - mean_absolute_error: 52.7479 - val_loss: 11520.3581 - val_mean_absolute_error: 80.6861
Epoch 1180/5000
148/148 [==============================] - 0s 34us/step - loss: 5801.2280 - mean_absolute_error: 52.7272 - val_loss: 11513.3225 - val_mean_absolute_error: 80.6599
Epoch 1181/5000
148/148 [==============================] - 0s 27us/step - loss: 5796.6309 - mean_absolute_error: 52.7070 - val_loss: 11506.4970 - val_mean_absolute_error: 80.6334
Epoch 1182/5000
148/148 [==============================] - 0s 41us/step - loss: 5791.9468 - mean_absolute_error: 52.6860 - val_loss: 11499.6282 - val_mean_absolute_error: 80.6069
Epoch 1183/5000
148/148 [==============================] - 0s 34us/step - loss: 5787.3867 - mean_absolute_error: 52.6658 - val_loss: 11492.8212 - val_mean_absolute_error: 80.5811
Epoch 1184/5000
148/148 [==============================] - 0s 27us/step - loss: 5782.8174 - mean_absolute_error: 52.6462 - val_loss: 11486.0842 - val_mean_absolute_error: 80.5560
Epoch 1185/5000
148/148 [==============================] - 0s 27us/step - loss: 5778.2051 - mean_absolute_error: 52.6269 - val_loss: 11479.3998 - val_mean_absolute_error: 80.5315
Epoch 1186/5000
148/148 [==============================] - 0s 34us/step - loss: 5773.6289 - mean_absolute_error: 52.6079 - val_loss: 11472.9315 - val_mean_absolute_error: 80.5065
Epoch 1187/5000
148/148 [==============================] - 0s 41us/step - loss: 5769.0835 - mean_absolute_error: 52.5877 - val_loss: 11466.4396 - val_mean_absolute_error: 80.4814
Epoch 1188/5000
148/148 [==============================] - 0s 27us/step - loss: 5764.5493 - mean_absolute_error: 52.5671 - val_loss: 11459.8759 - val_mean_absolute_error: 80.4559
Epoch 1189/5000
148/148 [==============================] - 0s 27us/step - loss: 5760.0186 - mean_absolute_error: 52.5464 - val_loss: 11453.2910 - val_mean_absolute_error: 80.4303
Epoch 1190/5000
148/148 [==============================] - 0s 27us/step - loss: 5755.5024 - mean_absolute_error: 52.5255 - val_loss: 11446.6382 - val_mean_absolute_error: 80.4047
Epoch 1191/5000
148/148 [==============================] - 0s 27us/step - loss: 5750.9800 - mean_absolute_error: 52.5050 - val_loss: 11439.9378 - val_mean_absolute_error: 80.3790
Epoch 1192/5000
148/148 [==============================] - 0s 41us/step - loss: 5746.4507 - mean_absolute_error: 52.4848 - val_loss: 11433.1280 - val_mean_absolute_error: 80.3527
Epoch 1193/5000
148/148 [==============================] - 0s 20us/step - loss: 5741.9146 - mean_absolute_error: 52.4645 - val_loss: 11426.3295 - val_mean_absolute_error: 80.3263
Epoch 1194/5000
148/148 [==============================] - 0s 27us/step - loss: 5737.4307 - mean_absolute_error: 52.4439 - val_loss: 11419.5880 - val_mean_absolute_error: 80.3005
Epoch 1195/5000
148/148 [==============================] - 0s 34us/step - loss: 5732.9346 - mean_absolute_error: 52.4239 - val_loss: 11412.8639 - val_mean_absolute_error: 80.2750
Epoch 1196/5000
148/148 [==============================] - 0s 20us/step - loss: 5728.4512 - mean_absolute_error: 52.4044 - val_loss: 11406.0622 - val_mean_absolute_error: 80.2490
Epoch 1197/5000
148/148 [==============================] - 0s 27us/step - loss: 5724.0366 - mean_absolute_error: 52.3844 - val_loss: 11399.4488 - val_mean_absolute_error: 80.2223
Epoch 1198/5000
148/148 [==============================] - 0s 41us/step - loss: 5719.5059 - mean_absolute_error: 52.3625 - val_loss: 11392.8487 - val_mean_absolute_error: 80.1956
Epoch 1199/5000
148/148 [==============================] - 0s 27us/step - loss: 5715.0713 - mean_absolute_error: 52.3405 - val_loss: 11386.2320 - val_mean_absolute_error: 80.1692
Epoch 1200/5000
148/148 [==============================] - 0s 20us/step - loss: 5710.6416 - mean_absolute_error: 52.3192 - val_loss: 11379.5419 - val_mean_absolute_error: 80.1430
Epoch 1201/5000
148/148 [==============================] - 0s 34us/step - loss: 5706.2534 - mean_absolute_error: 52.2992 - val_loss: 11372.7066 - val_mean_absolute_error: 80.1161
Epoch 1202/5000
148/148 [==============================] - 0s 27us/step - loss: 5701.8745 - mean_absolute_error: 52.2795 - val_loss: 11365.7985 - val_mean_absolute_error: 80.0887
Epoch 1203/5000
148/148 [==============================] - 0s 34us/step - loss: 5697.5332 - mean_absolute_error: 52.2593 - val_loss: 11359.1222 - val_mean_absolute_error: 80.0613
Epoch 1204/5000
148/148 [==============================] - 0s 41us/step - loss: 5693.1890 - mean_absolute_error: 52.2384 - val_loss: 11352.4239 - val_mean_absolute_error: 80.0342
Epoch 1205/5000
148/148 [==============================] - 0s 20us/step - loss: 5688.8203 - mean_absolute_error: 52.2180 - val_loss: 11345.6620 - val_mean_absolute_error: 80.0067
Epoch 1206/5000
148/148 [==============================] - 0s 27us/step - loss: 5684.4775 - mean_absolute_error: 52.1972 - val_loss: 11338.8636 - val_mean_absolute_error: 79.9790
Epoch 1207/5000
148/148 [==============================] - 0s 34us/step - loss: 5680.1455 - mean_absolute_error: 52.1764 - val_loss: 11332.3200 - val_mean_absolute_error: 79.9515
Epoch 1208/5000
148/148 [==============================] - 0s 27us/step - loss: 5675.8682 - mean_absolute_error: 52.1561 - val_loss: 11325.6985 - val_mean_absolute_error: 79.9240
Epoch 1209/5000
148/148 [==============================] - 0s 27us/step - loss: 5671.6392 - mean_absolute_error: 52.1365 - val_loss: 11319.0599 - val_mean_absolute_error: 79.8968
Epoch 1210/5000
148/148 [==============================] - 0s 34us/step - loss: 5667.4146 - mean_absolute_error: 52.1167 - val_loss: 11312.4711 - val_mean_absolute_error: 79.8703
Epoch 1211/5000
148/148 [==============================] - 0s 27us/step - loss: 5663.1689 - mean_absolute_error: 52.0974 - val_loss: 11305.9318 - val_mean_absolute_error: 79.8445
Epoch 1212/5000
148/148 [==============================] - 0s 27us/step - loss: 5658.9624 - mean_absolute_error: 52.0788 - val_loss: 11299.5322 - val_mean_absolute_error: 79.8181
Epoch 1213/5000
148/148 [==============================] - 0s 34us/step - loss: 5654.7544 - mean_absolute_error: 52.0594 - val_loss: 11293.0558 - val_mean_absolute_error: 79.7915
Epoch 1214/5000
148/148 [==============================] - 0s 27us/step - loss: 5650.5630 - mean_absolute_error: 52.0403 - val_loss: 11286.4587 - val_mean_absolute_error: 79.7644
Epoch 1215/5000
148/148 [==============================] - 0s 34us/step - loss: 5646.3755 - mean_absolute_error: 52.0205 - val_loss: 11279.8352 - val_mean_absolute_error: 79.7377
Epoch 1216/5000
148/148 [==============================] - 0s 27us/step - loss: 5642.2017 - mean_absolute_error: 52.0009 - val_loss: 11273.2604 - val_mean_absolute_error: 79.7116
Epoch 1217/5000
148/148 [==============================] - 0s 27us/step - loss: 5638.0342 - mean_absolute_error: 51.9815 - val_loss: 11266.5663 - val_mean_absolute_error: 79.6850
Epoch 1218/5000
148/148 [==============================] - 0s 27us/step - loss: 5633.9058 - mean_absolute_error: 51.9621 - val_loss: 11260.0871 - val_mean_absolute_error: 79.6580
Epoch 1219/5000
148/148 [==============================] - 0s 47us/step - loss: 5629.7139 - mean_absolute_error: 51.9412 - val_loss: 11253.5442 - val_mean_absolute_error: 79.6308
Epoch 1220/5000
148/148 [==============================] - 0s 27us/step - loss: 5625.5713 - mean_absolute_error: 51.9207 - val_loss: 11247.0099 - val_mean_absolute_error: 79.6043
Epoch 1221/5000
148/148 [==============================] - 0s 27us/step - loss: 5621.4263 - mean_absolute_error: 51.9014 - val_loss: 11240.5030 - val_mean_absolute_error: 79.5785
Epoch 1222/5000
148/148 [==============================] - 0s 41us/step - loss: 5617.3008 - mean_absolute_error: 51.8826 - val_loss: 11233.9610 - val_mean_absolute_error: 79.5524
Epoch 1223/5000
148/148 [==============================] - 0s 41us/step - loss: 5613.1851 - mean_absolute_error: 51.8632 - val_loss: 11227.5808 - val_mean_absolute_error: 79.5257
Epoch 1224/5000
148/148 [==============================] - 0s 34us/step - loss: 5609.0562 - mean_absolute_error: 51.8424 - val_loss: 11221.2073 - val_mean_absolute_error: 79.4990
Epoch 1225/5000
148/148 [==============================] - 0s 27us/step - loss: 5604.9565 - mean_absolute_error: 51.8223 - val_loss: 11214.8453 - val_mean_absolute_error: 79.4731
Epoch 1226/5000
148/148 [==============================] - 0s 27us/step - loss: 5600.8608 - mean_absolute_error: 51.8033 - val_loss: 11208.5095 - val_mean_absolute_error: 79.4480
Epoch 1227/5000
148/148 [==============================] - 0s 41us/step - loss: 5596.8047 - mean_absolute_error: 51.7855 - val_loss: 11202.1198 - val_mean_absolute_error: 79.4230
Epoch 1228/5000
148/148 [==============================] - 0s 27us/step - loss: 5592.7290 - mean_absolute_error: 51.7681 - val_loss: 11195.6836 - val_mean_absolute_error: 79.3977
Epoch 1229/5000
148/148 [==============================] - 0s 20us/step - loss: 5588.6460 - mean_absolute_error: 51.7499 - val_loss: 11189.4041 - val_mean_absolute_error: 79.3717
Epoch 1230/5000
148/148 [==============================] - 0s 34us/step - loss: 5584.5732 - mean_absolute_error: 51.7309 - val_loss: 11183.1140 - val_mean_absolute_error: 79.3463
Epoch 1231/5000
148/148 [==============================] - 0s 27us/step - loss: 5580.5327 - mean_absolute_error: 51.7132 - val_loss: 11176.8621 - val_mean_absolute_error: 79.3215
Epoch 1232/5000
148/148 [==============================] - 0s 20us/step - loss: 5576.4907 - mean_absolute_error: 51.6959 - val_loss: 11170.5784 - val_mean_absolute_error: 79.2965
Epoch 1233/5000
148/148 [==============================] - 0s 34us/step - loss: 5572.4546 - mean_absolute_error: 51.6781 - val_loss: 11164.2848 - val_mean_absolute_error: 79.2712
Epoch 1234/5000
148/148 [==============================] - 0s 34us/step - loss: 5568.4453 - mean_absolute_error: 51.6598 - val_loss: 11158.2055 - val_mean_absolute_error: 79.2456
Epoch 1235/5000
148/148 [==============================] - 0s 20us/step - loss: 5564.4219 - mean_absolute_error: 51.6400 - val_loss: 11152.1346 - val_mean_absolute_error: 79.2207
Epoch 1236/5000
148/148 [==============================] - 0s 34us/step - loss: 5560.4185 - mean_absolute_error: 51.6213 - val_loss: 11146.0604 - val_mean_absolute_error: 79.1964
Epoch 1237/5000
148/148 [==============================] - 0s 20us/step - loss: 5556.3774 - mean_absolute_error: 51.6035 - val_loss: 11139.8860 - val_mean_absolute_error: 79.1717
Epoch 1238/5000
148/148 [==============================] - 0s 20us/step - loss: 5552.3765 - mean_absolute_error: 51.5855 - val_loss: 11133.6543 - val_mean_absolute_error: 79.1466
Epoch 1239/5000
148/148 [==============================] - 0s 34us/step - loss: 5548.3823 - mean_absolute_error: 51.5668 - val_loss: 11127.3954 - val_mean_absolute_error: 79.1213
Epoch 1240/5000
148/148 [==============================] - 0s 34us/step - loss: 5544.4141 - mean_absolute_error: 51.5478 - val_loss: 11121.1182 - val_mean_absolute_error: 79.0965
Epoch 1241/5000
148/148 [==============================] - 0s 27us/step - loss: 5540.4551 - mean_absolute_error: 51.5299 - val_loss: 11115.0899 - val_mean_absolute_error: 79.0718
Epoch 1242/5000
148/148 [==============================] - 0s 27us/step - loss: 5536.4707 - mean_absolute_error: 51.5115 - val_loss: 11109.2711 - val_mean_absolute_error: 79.0467
Epoch 1243/5000
148/148 [==============================] - 0s 34us/step - loss: 5532.5156 - mean_absolute_error: 51.4918 - val_loss: 11103.4471 - val_mean_absolute_error: 79.0223
Epoch 1244/5000
148/148 [==============================] - 0s 34us/step - loss: 5528.5840 - mean_absolute_error: 51.4734 - val_loss: 11097.5477 - val_mean_absolute_error: 78.9981
Epoch 1245/5000
148/148 [==============================] - 0s 34us/step - loss: 5524.6450 - mean_absolute_error: 51.4555 - val_loss: 11091.6301 - val_mean_absolute_error: 78.9741
Epoch 1246/5000
148/148 [==============================] - 0s 20us/step - loss: 5520.7207 - mean_absolute_error: 51.4375 - val_loss: 11085.7627 - val_mean_absolute_error: 78.9508
Epoch 1247/5000
148/148 [==============================] - 0s 34us/step - loss: 5516.7891 - mean_absolute_error: 51.4198 - val_loss: 11079.8496 - val_mean_absolute_error: 78.9271
Epoch 1248/5000
148/148 [==============================] - 0s 27us/step - loss: 5512.8818 - mean_absolute_error: 51.4018 - val_loss: 11073.8916 - val_mean_absolute_error: 78.9039
Epoch 1249/5000
148/148 [==============================] - 0s 27us/step - loss: 5508.9839 - mean_absolute_error: 51.3848 - val_loss: 11067.7697 - val_mean_absolute_error: 78.8798
Epoch 1250/5000
148/148 [==============================] - 0s 34us/step - loss: 5505.1382 - mean_absolute_error: 51.3677 - val_loss: 11061.8069 - val_mean_absolute_error: 78.8550
Epoch 1251/5000
148/148 [==============================] - 0s 41us/step - loss: 5501.1934 - mean_absolute_error: 51.3486 - val_loss: 11055.8661 - val_mean_absolute_error: 78.8308
Epoch 1252/5000
148/148 [==============================] - 0s 27us/step - loss: 5497.3213 - mean_absolute_error: 51.3307 - val_loss: 11049.9408 - val_mean_absolute_error: 78.8066
Epoch 1253/5000
148/148 [==============================] - 0s 27us/step - loss: 5493.4688 - mean_absolute_error: 51.3123 - val_loss: 11044.0635 - val_mean_absolute_error: 78.7830
Epoch 1254/5000
148/148 [==============================] - 0s 27us/step - loss: 5489.6392 - mean_absolute_error: 51.2944 - val_loss: 11038.3483 - val_mean_absolute_error: 78.7587
Epoch 1255/5000
148/148 [==============================] - 0s 27us/step - loss: 5485.7749 - mean_absolute_error: 51.2756 - val_loss: 11032.5689 - val_mean_absolute_error: 78.7349
Epoch 1256/5000
148/148 [==============================] - 0s 34us/step - loss: 5481.9546 - mean_absolute_error: 51.2579 - val_loss: 11026.7040 - val_mean_absolute_error: 78.7107
Epoch 1257/5000
148/148 [==============================] - 0s 47us/step - loss: 5478.1362 - mean_absolute_error: 51.2397 - val_loss: 11020.8188 - val_mean_absolute_error: 78.6863
Epoch 1258/5000
148/148 [==============================] - 0s 27us/step - loss: 5474.3076 - mean_absolute_error: 51.2211 - val_loss: 11014.9103 - val_mean_absolute_error: 78.6617
Epoch 1259/5000
148/148 [==============================] - 0s 27us/step - loss: 5470.5151 - mean_absolute_error: 51.2023 - val_loss: 11009.0140 - val_mean_absolute_error: 78.6377
Epoch 1260/5000
148/148 [==============================] - 0s 27us/step - loss: 5466.7007 - mean_absolute_error: 51.1844 - val_loss: 11003.0692 - val_mean_absolute_error: 78.6140
Epoch 1261/5000
148/148 [==============================] - 0s 34us/step - loss: 5462.9600 - mean_absolute_error: 51.1673 - val_loss: 10997.2151 - val_mean_absolute_error: 78.5893
Epoch 1262/5000
148/148 [==============================] - 0s 34us/step - loss: 5459.1343 - mean_absolute_error: 51.1487 - val_loss: 10991.3357 - val_mean_absolute_error: 78.5645
Epoch 1263/5000
148/148 [==============================] - 0s 27us/step - loss: 5455.3594 - mean_absolute_error: 51.1299 - val_loss: 10985.4357 - val_mean_absolute_error: 78.5394
Epoch 1264/5000
148/148 [==============================] - 0s 34us/step - loss: 5451.6074 - mean_absolute_error: 51.1106 - val_loss: 10979.5547 - val_mean_absolute_error: 78.5149
Epoch 1265/5000
148/148 [==============================] - 0s 34us/step - loss: 5447.8486 - mean_absolute_error: 51.0918 - val_loss: 10973.6480 - val_mean_absolute_error: 78.4909
Epoch 1266/5000
148/148 [==============================] - 0s 34us/step - loss: 5444.0942 - mean_absolute_error: 51.0740 - val_loss: 10967.6737 - val_mean_absolute_error: 78.4666
Epoch 1267/5000
148/148 [==============================] - 0s 34us/step - loss: 5440.3896 - mean_absolute_error: 51.0564 - val_loss: 10961.9429 - val_mean_absolute_error: 78.4419
Epoch 1268/5000
148/148 [==============================] - 0s 27us/step - loss: 5436.6191 - mean_absolute_error: 51.0372 - val_loss: 10956.1563 - val_mean_absolute_error: 78.4171
Epoch 1269/5000
148/148 [==============================] - 0s 27us/step - loss: 5432.8892 - mean_absolute_error: 51.0183 - val_loss: 10950.3662 - val_mean_absolute_error: 78.3922
Epoch 1270/5000
148/148 [==============================] - 0s 41us/step - loss: 5429.2114 - mean_absolute_error: 50.9990 - val_loss: 10944.6178 - val_mean_absolute_error: 78.3679
Epoch 1271/5000
148/148 [==============================] - 0s 20us/step - loss: 5425.5078 - mean_absolute_error: 50.9803 - val_loss: 10938.8609 - val_mean_absolute_error: 78.3443
Epoch 1272/5000
148/148 [==============================] - 0s 34us/step - loss: 5421.7656 - mean_absolute_error: 50.9624 - val_loss: 10933.0694 - val_mean_absolute_error: 78.3210
Epoch 1273/5000
148/148 [==============================] - 0s 27us/step - loss: 5418.1587 - mean_absolute_error: 50.9459 - val_loss: 10927.3866 - val_mean_absolute_error: 78.2966
Epoch 1274/5000
148/148 [==============================] - 0s 27us/step - loss: 5414.4688 - mean_absolute_error: 50.9273 - val_loss: 10921.8406 - val_mean_absolute_error: 78.2715
Epoch 1275/5000
148/148 [==============================] - 0s 41us/step - loss: 5410.7939 - mean_absolute_error: 50.9070 - val_loss: 10916.2660 - val_mean_absolute_error: 78.2468
Epoch 1276/5000
148/148 [==============================] - 0s 27us/step - loss: 5407.1704 - mean_absolute_error: 50.8870 - val_loss: 10910.6497 - val_mean_absolute_error: 78.2226
Epoch 1277/5000
148/148 [==============================] - 0s 27us/step - loss: 5403.5610 - mean_absolute_error: 50.8682 - val_loss: 10905.0250 - val_mean_absolute_error: 78.1994
Epoch 1278/5000
148/148 [==============================] - 0s 27us/step - loss: 5399.9150 - mean_absolute_error: 50.8505 - val_loss: 10899.3314 - val_mean_absolute_error: 78.1759
Epoch 1279/5000
148/148 [==============================] - 0s 27us/step - loss: 5396.2905 - mean_absolute_error: 50.8329 - val_loss: 10893.5904 - val_mean_absolute_error: 78.1521
Epoch 1280/5000
148/148 [==============================] - 0s 34us/step - loss: 5392.6694 - mean_absolute_error: 50.8148 - val_loss: 10887.8889 - val_mean_absolute_error: 78.1287
Epoch 1281/5000
148/148 [==============================] - 0s 27us/step - loss: 5389.0625 - mean_absolute_error: 50.7971 - val_loss: 10882.1456 - val_mean_absolute_error: 78.1050
Epoch 1282/5000
148/148 [==============================] - 0s 27us/step - loss: 5385.4546 - mean_absolute_error: 50.7791 - val_loss: 10876.3598 - val_mean_absolute_error: 78.0811
Epoch 1283/5000
148/148 [==============================] - 0s 27us/step - loss: 5381.8696 - mean_absolute_error: 50.7612 - val_loss: 10870.7448 - val_mean_absolute_error: 78.0565
Epoch 1284/5000
148/148 [==============================] - 0s 27us/step - loss: 5378.2944 - mean_absolute_error: 50.7425 - val_loss: 10865.1939 - val_mean_absolute_error: 78.0328
Epoch 1285/5000
148/148 [==============================] - 0s 27us/step - loss: 5374.7300 - mean_absolute_error: 50.7242 - val_loss: 10859.6677 - val_mean_absolute_error: 78.0096
Epoch 1286/5000
148/148 [==============================] - 0s 34us/step - loss: 5371.1572 - mean_absolute_error: 50.7062 - val_loss: 10854.3281 - val_mean_absolute_error: 77.9865
Epoch 1287/5000
148/148 [==============================] - 0s 34us/step - loss: 5367.5938 - mean_absolute_error: 50.6883 - val_loss: 10848.9373 - val_mean_absolute_error: 77.9631
Epoch 1288/5000
148/148 [==============================] - 0s 27us/step - loss: 5364.0596 - mean_absolute_error: 50.6699 - val_loss: 10843.3913 - val_mean_absolute_error: 77.9392
Epoch 1289/5000
148/148 [==============================] - 0s 27us/step - loss: 5360.5508 - mean_absolute_error: 50.6515 - val_loss: 10837.8322 - val_mean_absolute_error: 77.9150
Epoch 1290/5000
148/148 [==============================] - 0s 27us/step - loss: 5357.0781 - mean_absolute_error: 50.6328 - val_loss: 10832.2279 - val_mean_absolute_error: 77.8906
Epoch 1291/5000
148/148 [==============================] - 0s 27us/step - loss: 5353.6035 - mean_absolute_error: 50.6141 - val_loss: 10826.5857 - val_mean_absolute_error: 77.8661
Epoch 1292/5000
148/148 [==============================] - 0s 41us/step - loss: 5350.1528 - mean_absolute_error: 50.5955 - val_loss: 10820.9508 - val_mean_absolute_error: 77.8421
Epoch 1293/5000
148/148 [==============================] - 0s 27us/step - loss: 5346.6992 - mean_absolute_error: 50.5779 - val_loss: 10815.3867 - val_mean_absolute_error: 77.8190
Epoch 1294/5000
148/148 [==============================] - 0s 27us/step - loss: 5343.3042 - mean_absolute_error: 50.5608 - val_loss: 10809.9655 - val_mean_absolute_error: 77.7954
Epoch 1295/5000
148/148 [==============================] - 0s 27us/step - loss: 5339.8379 - mean_absolute_error: 50.5417 - val_loss: 10804.5134 - val_mean_absolute_error: 77.7716
Epoch 1296/5000
148/148 [==============================] - 0s 34us/step - loss: 5336.4204 - mean_absolute_error: 50.5222 - val_loss: 10799.0662 - val_mean_absolute_error: 77.7499
Epoch 1297/5000
148/148 [==============================] - 0s 27us/step - loss: 5332.9966 - mean_absolute_error: 50.5034 - val_loss: 10793.5220 - val_mean_absolute_error: 77.7278
Epoch 1298/5000
148/148 [==============================] - 0s 34us/step - loss: 5329.5918 - mean_absolute_error: 50.4848 - val_loss: 10787.9544 - val_mean_absolute_error: 77.7056
Epoch 1299/5000
148/148 [==============================] - 0s 27us/step - loss: 5326.1943 - mean_absolute_error: 50.4664 - val_loss: 10782.4055 - val_mean_absolute_error: 77.6841
Epoch 1300/5000
148/148 [==============================] - 0s 27us/step - loss: 5322.8442 - mean_absolute_error: 50.4491 - val_loss: 10777.1355 - val_mean_absolute_error: 77.6623
Epoch 1301/5000
148/148 [==============================] - 0s 34us/step - loss: 5319.4082 - mean_absolute_error: 50.4300 - val_loss: 10771.8512 - val_mean_absolute_error: 77.6404
Epoch 1302/5000
148/148 [==============================] - 0s 34us/step - loss: 5316.0469 - mean_absolute_error: 50.4108 - val_loss: 10766.5057 - val_mean_absolute_error: 77.6191
Epoch 1303/5000
148/148 [==============================] - 0s 20us/step - loss: 5312.6577 - mean_absolute_error: 50.3926 - val_loss: 10761.2020 - val_mean_absolute_error: 77.5983
Epoch 1304/5000
148/148 [==============================] - 0s 41us/step - loss: 5309.2925 - mean_absolute_error: 50.3749 - val_loss: 10756.0402 - val_mean_absolute_error: 77.5768
Epoch 1305/5000
148/148 [==============================] - 0s 41us/step - loss: 5305.9326 - mean_absolute_error: 50.3554 - val_loss: 10750.7712 - val_mean_absolute_error: 77.5550
Epoch 1306/5000
148/148 [==============================] - 0s 34us/step - loss: 5302.5806 - mean_absolute_error: 50.3363 - val_loss: 10745.4125 - val_mean_absolute_error: 77.5330
Epoch 1307/5000
148/148 [==============================] - 0s 34us/step - loss: 5299.2393 - mean_absolute_error: 50.3175 - val_loss: 10739.9832 - val_mean_absolute_error: 77.5113
Epoch 1308/5000
148/148 [==============================] - 0s 34us/step - loss: 5295.8789 - mean_absolute_error: 50.2998 - val_loss: 10734.5243 - val_mean_absolute_error: 77.4895
Epoch 1309/5000
148/148 [==============================] - 0s 34us/step - loss: 5292.5420 - mean_absolute_error: 50.2821 - val_loss: 10729.0861 - val_mean_absolute_error: 77.4686
Epoch 1310/5000
148/148 [==============================] - 0s 27us/step - loss: 5289.2080 - mean_absolute_error: 50.2654 - val_loss: 10723.6557 - val_mean_absolute_error: 77.4474
Epoch 1311/5000
148/148 [==============================] - 0s 27us/step - loss: 5285.8735 - mean_absolute_error: 50.2481 - val_loss: 10718.2461 - val_mean_absolute_error: 77.4263
Epoch 1312/5000
148/148 [==============================] - 0s 27us/step - loss: 5282.5962 - mean_absolute_error: 50.2306 - val_loss: 10712.9813 - val_mean_absolute_error: 77.4046
Epoch 1313/5000
148/148 [==============================] - 0s 27us/step - loss: 5279.2705 - mean_absolute_error: 50.2119 - val_loss: 10707.6898 - val_mean_absolute_error: 77.3835
Epoch 1314/5000
148/148 [==============================] - 0s 34us/step - loss: 5275.9766 - mean_absolute_error: 50.1944 - val_loss: 10702.3311 - val_mean_absolute_error: 77.3628
Epoch 1315/5000
148/148 [==============================] - 0s 27us/step - loss: 5272.6953 - mean_absolute_error: 50.1781 - val_loss: 10697.1007 - val_mean_absolute_error: 77.3414
Epoch 1316/5000
148/148 [==============================] - 0s 27us/step - loss: 5269.4204 - mean_absolute_error: 50.1610 - val_loss: 10691.8372 - val_mean_absolute_error: 77.3204
Epoch 1317/5000
148/148 [==============================] - 0s 27us/step - loss: 5266.1797 - mean_absolute_error: 50.1446 - val_loss: 10686.5400 - val_mean_absolute_error: 77.2991
Epoch 1318/5000
148/148 [==============================] - 0s 34us/step - loss: 5262.9434 - mean_absolute_error: 50.1279 - val_loss: 10681.2473 - val_mean_absolute_error: 77.2777
Epoch 1319/5000
148/148 [==============================] - 0s 34us/step - loss: 5259.6978 - mean_absolute_error: 50.1109 - val_loss: 10675.9644 - val_mean_absolute_error: 77.2564
Epoch 1320/5000
148/148 [==============================] - 0s 27us/step - loss: 5256.4492 - mean_absolute_error: 50.0935 - val_loss: 10670.6822 - val_mean_absolute_error: 77.2356
Epoch 1321/5000
148/148 [==============================] - 0s 20us/step - loss: 5253.2236 - mean_absolute_error: 50.0772 - val_loss: 10665.3362 - val_mean_absolute_error: 77.2146
Epoch 1322/5000
148/148 [==============================] - 0s 27us/step - loss: 5250.0298 - mean_absolute_error: 50.0612 - val_loss: 10660.1813 - val_mean_absolute_error: 77.1930
Epoch 1323/5000
148/148 [==============================] - 0s 27us/step - loss: 5246.8027 - mean_absolute_error: 50.0433 - val_loss: 10655.0241 - val_mean_absolute_error: 77.1720
Epoch 1324/5000
148/148 [==============================] - 0s 34us/step - loss: 5243.6030 - mean_absolute_error: 50.0266 - val_loss: 10649.8718 - val_mean_absolute_error: 77.1516
Epoch 1325/5000
148/148 [==============================] - 0s 20us/step - loss: 5240.3936 - mean_absolute_error: 50.0103 - val_loss: 10644.6710 - val_mean_absolute_error: 77.1307
Epoch 1326/5000
148/148 [==============================] - 0s 20us/step - loss: 5237.1924 - mean_absolute_error: 49.9938 - val_loss: 10639.3751 - val_mean_absolute_error: 77.1096
Epoch 1327/5000
148/148 [==============================] - 0s 27us/step - loss: 5234.0010 - mean_absolute_error: 49.9784 - val_loss: 10634.2254 - val_mean_absolute_error: 77.0878
Epoch 1328/5000
148/148 [==============================] - 0s 27us/step - loss: 5230.7837 - mean_absolute_error: 49.9621 - val_loss: 10629.0716 - val_mean_absolute_error: 77.0660
Epoch 1329/5000
148/148 [==============================] - 0s 27us/step - loss: 5227.6265 - mean_absolute_error: 49.9456 - val_loss: 10623.9068 - val_mean_absolute_error: 77.0449
Epoch 1330/5000
148/148 [==============================] - 0s 41us/step - loss: 5224.4424 - mean_absolute_error: 49.9300 - val_loss: 10618.7684 - val_mean_absolute_error: 77.0245
Epoch 1331/5000
148/148 [==============================] - 0s 27us/step - loss: 5221.2207 - mean_absolute_error: 49.9148 - val_loss: 10613.6410 - val_mean_absolute_error: 77.0045
Epoch 1332/5000
148/148 [==============================] - 0s 20us/step - loss: 5218.0625 - mean_absolute_error: 49.9001 - val_loss: 10608.4208 - val_mean_absolute_error: 76.9845
Epoch 1333/5000
148/148 [==============================] - 0s 27us/step - loss: 5214.9106 - mean_absolute_error: 49.8849 - val_loss: 10603.3022 - val_mean_absolute_error: 76.9635
Epoch 1334/5000
148/148 [==============================] - 0s 27us/step - loss: 5211.7236 - mean_absolute_error: 49.8685 - val_loss: 10598.1269 - val_mean_absolute_error: 76.9423
Epoch 1335/5000
148/148 [==============================] - 0s 41us/step - loss: 5208.5591 - mean_absolute_error: 49.8526 - val_loss: 10592.9297 - val_mean_absolute_error: 76.9212
Epoch 1336/5000
148/148 [==============================] - 0s 27us/step - loss: 5205.3906 - mean_absolute_error: 49.8368 - val_loss: 10587.6842 - val_mean_absolute_error: 76.8999
Epoch 1337/5000
148/148 [==============================] - 0s 34us/step - loss: 5202.2393 - mean_absolute_error: 49.8212 - val_loss: 10582.4351 - val_mean_absolute_error: 76.8791
Epoch 1338/5000
148/148 [==============================] - 0s 34us/step - loss: 5199.0942 - mean_absolute_error: 49.8062 - val_loss: 10577.1908 - val_mean_absolute_error: 76.8585
Epoch 1339/5000
148/148 [==============================] - 0s 27us/step - loss: 5195.9673 - mean_absolute_error: 49.7917 - val_loss: 10572.2011 - val_mean_absolute_error: 76.8377
Epoch 1340/5000
148/148 [==============================] - 0s 27us/step - loss: 5192.8208 - mean_absolute_error: 49.7757 - val_loss: 10567.1880 - val_mean_absolute_error: 76.8168
Epoch 1341/5000
148/148 [==============================] - 0s 34us/step - loss: 5189.6895 - mean_absolute_error: 49.7597 - val_loss: 10562.1627 - val_mean_absolute_error: 76.7964
Epoch 1342/5000
148/148 [==============================] - 0s 27us/step - loss: 5186.5693 - mean_absolute_error: 49.7454 - val_loss: 10557.0421 - val_mean_absolute_error: 76.7758
Epoch 1343/5000
148/148 [==============================] - 0s 27us/step - loss: 5183.4399 - mean_absolute_error: 49.7311 - val_loss: 10551.8715 - val_mean_absolute_error: 76.7550
Epoch 1344/5000
148/148 [==============================] - 0s 27us/step - loss: 5180.3179 - mean_absolute_error: 49.7170 - val_loss: 10546.7240 - val_mean_absolute_error: 76.7342
Epoch 1345/5000
148/148 [==============================] - 0s 27us/step - loss: 5177.2139 - mean_absolute_error: 49.7025 - val_loss: 10541.8814 - val_mean_absolute_error: 76.7138
Epoch 1346/5000
148/148 [==============================] - 0s 20us/step - loss: 5174.0967 - mean_absolute_error: 49.6874 - val_loss: 10537.0888 - val_mean_absolute_error: 76.6941
Epoch 1347/5000
148/148 [==============================] - 0s 27us/step - loss: 5170.9941 - mean_absolute_error: 49.6728 - val_loss: 10532.2119 - val_mean_absolute_error: 76.6755
Epoch 1348/5000
148/148 [==============================] - 0s 27us/step - loss: 5167.8984 - mean_absolute_error: 49.6583 - val_loss: 10527.2595 - val_mean_absolute_error: 76.6565
Epoch 1349/5000
148/148 [==============================] - 0s 41us/step - loss: 5164.7988 - mean_absolute_error: 49.6440 - val_loss: 10522.3097 - val_mean_absolute_error: 76.6376
Epoch 1350/5000
148/148 [==============================] - 0s 27us/step - loss: 5161.7046 - mean_absolute_error: 49.6290 - val_loss: 10517.5882 - val_mean_absolute_error: 76.6182
Epoch 1351/5000
148/148 [==============================] - 0s 20us/step - loss: 5158.6328 - mean_absolute_error: 49.6129 - val_loss: 10512.8088 - val_mean_absolute_error: 76.5992
Epoch 1352/5000
148/148 [==============================] - 0s 41us/step - loss: 5155.5669 - mean_absolute_error: 49.5979 - val_loss: 10508.0338 - val_mean_absolute_error: 76.5809
Epoch 1353/5000
148/148 [==============================] - 0s 34us/step - loss: 5152.4580 - mean_absolute_error: 49.5838 - val_loss: 10503.2305 - val_mean_absolute_error: 76.5630
Epoch 1354/5000
148/148 [==============================] - 0s 34us/step - loss: 5149.4155 - mean_absolute_error: 49.5707 - val_loss: 10498.3448 - val_mean_absolute_error: 76.5445
Epoch 1355/5000
148/148 [==============================] - 0s 20us/step - loss: 5146.3735 - mean_absolute_error: 49.5571 - val_loss: 10493.3936 - val_mean_absolute_error: 76.5256
Epoch 1356/5000
148/148 [==============================] - 0s 34us/step - loss: 5143.3721 - mean_absolute_error: 49.5433 - val_loss: 10488.6767 - val_mean_absolute_error: 76.5062
Epoch 1357/5000
148/148 [==============================] - 0s 34us/step - loss: 5140.2734 - mean_absolute_error: 49.5279 - val_loss: 10483.9485 - val_mean_absolute_error: 76.4869
Epoch 1358/5000
148/148 [==============================] - 0s 27us/step - loss: 5137.1821 - mean_absolute_error: 49.5120 - val_loss: 10479.2109 - val_mean_absolute_error: 76.4678
Epoch 1359/5000
148/148 [==============================] - 0s 34us/step - loss: 5134.0645 - mean_absolute_error: 49.4959 - val_loss: 10474.4659 - val_mean_absolute_error: 76.4494
Epoch 1360/5000
148/148 [==============================] - 0s 27us/step - loss: 5130.9248 - mean_absolute_error: 49.4799 - val_loss: 10469.6790 - val_mean_absolute_error: 76.4314
Epoch 1361/5000
148/148 [==============================] - 0s 41us/step - loss: 5127.8389 - mean_absolute_error: 49.4643 - val_loss: 10464.7842 - val_mean_absolute_error: 76.4136
Epoch 1362/5000
148/148 [==============================] - 0s 34us/step - loss: 5124.6963 - mean_absolute_error: 49.4492 - val_loss: 10459.9199 - val_mean_absolute_error: 76.3967
Epoch 1363/5000
148/148 [==============================] - 0s 27us/step - loss: 5121.5054 - mean_absolute_error: 49.4348 - val_loss: 10455.0699 - val_mean_absolute_error: 76.3806
Epoch 1364/5000
148/148 [==============================] - 0s 27us/step - loss: 5118.3364 - mean_absolute_error: 49.4210 - val_loss: 10450.4769 - val_mean_absolute_error: 76.3643
Epoch 1365/5000
148/148 [==============================] - 0s 34us/step - loss: 5115.1250 - mean_absolute_error: 49.4057 - val_loss: 10446.1747 - val_mean_absolute_error: 76.3479
Epoch 1366/5000
148/148 [==============================] - 0s 34us/step - loss: 5111.9561 - mean_absolute_error: 49.3892 - val_loss: 10441.9042 - val_mean_absolute_error: 76.3324
Epoch 1367/5000
148/148 [==============================] - 0s 20us/step - loss: 5108.7793 - mean_absolute_error: 49.3732 - val_loss: 10437.6637 - val_mean_absolute_error: 76.3176
Epoch 1368/5000
148/148 [==============================] - 0s 34us/step - loss: 5105.6294 - mean_absolute_error: 49.3578 - val_loss: 10433.3718 - val_mean_absolute_error: 76.3023
Epoch 1369/5000
148/148 [==============================] - 0s 27us/step - loss: 5102.4727 - mean_absolute_error: 49.3420 - val_loss: 10429.0412 - val_mean_absolute_error: 76.2870
Epoch 1370/5000
148/148 [==============================] - 0s 34us/step - loss: 5099.2983 - mean_absolute_error: 49.3259 - val_loss: 10424.6764 - val_mean_absolute_error: 76.2715
Epoch 1371/5000
148/148 [==============================] - 0s 41us/step - loss: 5096.1323 - mean_absolute_error: 49.3095 - val_loss: 10420.2654 - val_mean_absolute_error: 76.2560
Epoch 1372/5000
148/148 [==============================] - 0s 27us/step - loss: 5092.9570 - mean_absolute_error: 49.2933 - val_loss: 10415.7899 - val_mean_absolute_error: 76.2404
Epoch 1373/5000
148/148 [==============================] - 0s 27us/step - loss: 5089.7739 - mean_absolute_error: 49.2773 - val_loss: 10411.2641 - val_mean_absolute_error: 76.2247
Epoch 1374/5000
148/148 [==============================] - 0s 27us/step - loss: 5086.6250 - mean_absolute_error: 49.2614 - val_loss: 10406.7403 - val_mean_absolute_error: 76.2095
Epoch 1375/5000
148/148 [==============================] - 0s 34us/step - loss: 5083.4351 - mean_absolute_error: 49.2463 - val_loss: 10402.2255 - val_mean_absolute_error: 76.1950
Epoch 1376/5000
148/148 [==============================] - 0s 34us/step - loss: 5080.2388 - mean_absolute_error: 49.2320 - val_loss: 10397.7320 - val_mean_absolute_error: 76.1805
Epoch 1377/5000
148/148 [==============================] - 0s 34us/step - loss: 5077.0840 - mean_absolute_error: 49.2178 - val_loss: 10393.2154 - val_mean_absolute_error: 76.1658
Epoch 1378/5000
148/148 [==============================] - 0s 34us/step - loss: 5073.9785 - mean_absolute_error: 49.2033 - val_loss: 10388.9342 - val_mean_absolute_error: 76.1505
Epoch 1379/5000
148/148 [==============================] - 0s 27us/step - loss: 5070.7905 - mean_absolute_error: 49.1872 - val_loss: 10384.8813 - val_mean_absolute_error: 76.1348
Epoch 1380/5000
148/148 [==============================] - 0s 41us/step - loss: 5067.6636 - mean_absolute_error: 49.1700 - val_loss: 10380.7923 - val_mean_absolute_error: 76.1198
Epoch 1381/5000
148/148 [==============================] - 0s 34us/step - loss: 5064.5479 - mean_absolute_error: 49.1535 - val_loss: 10376.7141 - val_mean_absolute_error: 76.1053
Epoch 1382/5000
148/148 [==============================] - 0s 20us/step - loss: 5061.4126 - mean_absolute_error: 49.1375 - val_loss: 10372.6455 - val_mean_absolute_error: 76.0914
Epoch 1383/5000
148/148 [==============================] - 0s 27us/step - loss: 5058.2524 - mean_absolute_error: 49.1220 - val_loss: 10368.5293 - val_mean_absolute_error: 76.0779
Epoch 1384/5000
148/148 [==============================] - 0s 27us/step - loss: 5055.1255 - mean_absolute_error: 49.1075 - val_loss: 10364.3677 - val_mean_absolute_error: 76.0642
Epoch 1385/5000
148/148 [==============================] - 0s 34us/step - loss: 5052.0264 - mean_absolute_error: 49.0931 - val_loss: 10360.1637 - val_mean_absolute_error: 76.0501
Epoch 1386/5000
148/148 [==============================] - 0s 41us/step - loss: 5048.9385 - mean_absolute_error: 49.0783 - val_loss: 10356.1793 - val_mean_absolute_error: 76.0354
Epoch 1387/5000
148/148 [==============================] - 0s 27us/step - loss: 5045.8086 - mean_absolute_error: 49.0621 - val_loss: 10352.1439 - val_mean_absolute_error: 76.0210
Epoch 1388/5000
148/148 [==============================] - 0s 34us/step - loss: 5042.6709 - mean_absolute_error: 49.0458 - val_loss: 10348.0491 - val_mean_absolute_error: 76.0062
Epoch 1389/5000
148/148 [==============================] - 0s 34us/step - loss: 5039.5439 - mean_absolute_error: 49.0297 - val_loss: 10343.8941 - val_mean_absolute_error: 75.9913
Epoch 1390/5000
148/148 [==============================] - 0s 27us/step - loss: 5036.4185 - mean_absolute_error: 49.0137 - val_loss: 10339.6469 - val_mean_absolute_error: 75.9760
Epoch 1391/5000
148/148 [==============================] - 0s 41us/step - loss: 5033.3359 - mean_absolute_error: 48.9976 - val_loss: 10335.3315 - val_mean_absolute_error: 75.9608
Epoch 1392/5000
148/148 [==============================] - 0s 27us/step - loss: 5030.2925 - mean_absolute_error: 48.9822 - val_loss: 10331.2806 - val_mean_absolute_error: 75.9459
Epoch 1393/5000
148/148 [==============================] - 0s 27us/step - loss: 5027.1914 - mean_absolute_error: 48.9663 - val_loss: 10327.4970 - val_mean_absolute_error: 75.9312
Epoch 1394/5000
148/148 [==============================] - 0s 27us/step - loss: 5024.1455 - mean_absolute_error: 48.9500 - val_loss: 10323.6993 - val_mean_absolute_error: 75.9170
Epoch 1395/5000
148/148 [==============================] - 0s 34us/step - loss: 5021.0679 - mean_absolute_error: 48.9342 - val_loss: 10319.8967 - val_mean_absolute_error: 75.9033
Epoch 1396/5000
148/148 [==============================] - 0s 27us/step - loss: 5017.9766 - mean_absolute_error: 48.9188 - val_loss: 10316.0432 - val_mean_absolute_error: 75.8893
Epoch 1397/5000
148/148 [==============================] - 0s 27us/step - loss: 5014.9556 - mean_absolute_error: 48.9031 - val_loss: 10312.1227 - val_mean_absolute_error: 75.8755
Epoch 1398/5000
148/148 [==============================] - 0s 27us/step - loss: 5011.9004 - mean_absolute_error: 48.8873 - val_loss: 10308.1291 - val_mean_absolute_error: 75.8613
Epoch 1399/5000
148/148 [==============================] - 0s 27us/step - loss: 5008.8589 - mean_absolute_error: 48.8717 - val_loss: 10304.0458 - val_mean_absolute_error: 75.8467
Epoch 1400/5000
148/148 [==============================] - 0s 41us/step - loss: 5005.8159 - mean_absolute_error: 48.8562 - val_loss: 10299.8638 - val_mean_absolute_error: 75.8318
Epoch 1401/5000
148/148 [==============================] - 0s 27us/step - loss: 5002.7744 - mean_absolute_error: 48.8410 - val_loss: 10295.8727 - val_mean_absolute_error: 75.8163
Epoch 1402/5000
148/148 [==============================] - 0s 20us/step - loss: 4999.7583 - mean_absolute_error: 48.8250 - val_loss: 10291.8469 - val_mean_absolute_error: 75.8014
Epoch 1403/5000
148/148 [==============================] - 0s 34us/step - loss: 4996.7759 - mean_absolute_error: 48.8105 - val_loss: 10287.8724 - val_mean_absolute_error: 75.7873
Epoch 1404/5000
148/148 [==============================] - 0s 34us/step - loss: 4993.7793 - mean_absolute_error: 48.7968 - val_loss: 10283.8605 - val_mean_absolute_error: 75.7733
Epoch 1405/5000
148/148 [==============================] - 0s 41us/step - loss: 4990.8296 - mean_absolute_error: 48.7832 - val_loss: 10280.0018 - val_mean_absolute_error: 75.7584
Epoch 1406/5000
148/148 [==============================] - 0s 41us/step - loss: 4987.8247 - mean_absolute_error: 48.7678 - val_loss: 10276.0911 - val_mean_absolute_error: 75.7434
Epoch 1407/5000
148/148 [==============================] - 0s 27us/step - loss: 4984.8530 - mean_absolute_error: 48.7518 - val_loss: 10272.2053 - val_mean_absolute_error: 75.7285
Epoch 1408/5000
148/148 [==============================] - 0s 27us/step - loss: 4981.9038 - mean_absolute_error: 48.7356 - val_loss: 10268.3470 - val_mean_absolute_error: 75.7143
Epoch 1409/5000
148/148 [==============================] - 0s 27us/step - loss: 4978.9453 - mean_absolute_error: 48.7199 - val_loss: 10264.4323 - val_mean_absolute_error: 75.7005
Epoch 1410/5000
148/148 [==============================] - 0s 34us/step - loss: 4975.9810 - mean_absolute_error: 48.7053 - val_loss: 10260.4183 - val_mean_absolute_error: 75.6861
Epoch 1411/5000
148/148 [==============================] - 0s 27us/step - loss: 4973.0371 - mean_absolute_error: 48.6909 - val_loss: 10256.3506 - val_mean_absolute_error: 75.6715
Epoch 1412/5000
148/148 [==============================] - 0s 41us/step - loss: 4970.0854 - mean_absolute_error: 48.6765 - val_loss: 10252.2273 - val_mean_absolute_error: 75.6566
Epoch 1413/5000
148/148 [==============================] - 0s 34us/step - loss: 4967.1890 - mean_absolute_error: 48.6624 - val_loss: 10248.3276 - val_mean_absolute_error: 75.6411
Epoch 1414/5000
148/148 [==============================] - 0s 27us/step - loss: 4964.1733 - mean_absolute_error: 48.6465 - val_loss: 10244.4285 - val_mean_absolute_error: 75.6257
Epoch 1415/5000
148/148 [==============================] - 0s 34us/step - loss: 4961.2593 - mean_absolute_error: 48.6306 - val_loss: 10240.5757 - val_mean_absolute_error: 75.6109
Epoch 1416/5000
148/148 [==============================] - 0s 34us/step - loss: 4958.3174 - mean_absolute_error: 48.6153 - val_loss: 10236.7489 - val_mean_absolute_error: 75.5968
Epoch 1417/5000
148/148 [==============================] - 0s 27us/step - loss: 4955.3472 - mean_absolute_error: 48.6005 - val_loss: 10233.0776 - val_mean_absolute_error: 75.5824
Epoch 1418/5000
148/148 [==============================] - 0s 20us/step - loss: 4952.3975 - mean_absolute_error: 48.5857 - val_loss: 10229.2863 - val_mean_absolute_error: 75.5687
Epoch 1419/5000
148/148 [==============================] - 0s 41us/step - loss: 4949.4873 - mean_absolute_error: 48.5723 - val_loss: 10225.6621 - val_mean_absolute_error: 75.5547
Epoch 1420/5000
148/148 [==============================] - 0s 20us/step - loss: 4946.5396 - mean_absolute_error: 48.5577 - val_loss: 10221.9881 - val_mean_absolute_error: 75.5409
Epoch 1421/5000
148/148 [==============================] - 0s 27us/step - loss: 4943.6045 - mean_absolute_error: 48.5431 - val_loss: 10218.2819 - val_mean_absolute_error: 75.5269
Epoch 1422/5000
148/148 [==============================] - 0s 20us/step - loss: 4940.6763 - mean_absolute_error: 48.5282 - val_loss: 10214.5098 - val_mean_absolute_error: 75.5126
Epoch 1423/5000
148/148 [==============================] - 0s 34us/step - loss: 4937.7432 - mean_absolute_error: 48.5134 - val_loss: 10210.6291 - val_mean_absolute_error: 75.4979
Epoch 1424/5000
148/148 [==============================] - 0s 27us/step - loss: 4934.8530 - mean_absolute_error: 48.4988 - val_loss: 10206.6847 - val_mean_absolute_error: 75.4835
Epoch 1425/5000
148/148 [==============================] - 0s 34us/step - loss: 4931.9258 - mean_absolute_error: 48.4850 - val_loss: 10202.9595 - val_mean_absolute_error: 75.4691
Epoch 1426/5000
148/148 [==============================] - 0s 27us/step - loss: 4929.0063 - mean_absolute_error: 48.4711 - val_loss: 10199.2262 - val_mean_absolute_error: 75.4551
Epoch 1427/5000
148/148 [==============================] - 0s 20us/step - loss: 4926.0986 - mean_absolute_error: 48.4577 - val_loss: 10195.4462 - val_mean_absolute_error: 75.4408
Epoch 1428/5000
148/148 [==============================] - 0s 34us/step - loss: 4923.2295 - mean_absolute_error: 48.4440 - val_loss: 10191.8486 - val_mean_absolute_error: 75.4258
Epoch 1429/5000
148/148 [==============================] - 0s 34us/step - loss: 4920.3203 - mean_absolute_error: 48.4287 - val_loss: 10188.2163 - val_mean_absolute_error: 75.4107
Epoch 1430/5000
148/148 [==============================] - 0s 27us/step - loss: 4917.4268 - mean_absolute_error: 48.4133 - val_loss: 10184.4946 - val_mean_absolute_error: 75.3953
Epoch 1431/5000
148/148 [==============================] - 0s 27us/step - loss: 4914.5776 - mean_absolute_error: 48.3973 - val_loss: 10180.7591 - val_mean_absolute_error: 75.3805
Epoch 1432/5000
148/148 [==============================] - 0s 27us/step - loss: 4911.7144 - mean_absolute_error: 48.3824 - val_loss: 10177.0228 - val_mean_absolute_error: 75.3664
Epoch 1433/5000
148/148 [==============================] - 0s 27us/step - loss: 4908.8159 - mean_absolute_error: 48.3682 - val_loss: 10173.2551 - val_mean_absolute_error: 75.3526
Epoch 1434/5000
148/148 [==============================] - 0s 34us/step - loss: 4905.9824 - mean_absolute_error: 48.3550 - val_loss: 10169.4101 - val_mean_absolute_error: 75.3383
Epoch 1435/5000
148/148 [==============================] - 0s 41us/step - loss: 4903.1436 - mean_absolute_error: 48.3410 - val_loss: 10165.5024 - val_mean_absolute_error: 75.3236
Epoch 1436/5000
148/148 [==============================] - 0s 20us/step - loss: 4900.2861 - mean_absolute_error: 48.3261 - val_loss: 10161.4992 - val_mean_absolute_error: 75.3082
Epoch 1437/5000
148/148 [==============================] - 0s 27us/step - loss: 4897.4756 - mean_absolute_error: 48.3108 - val_loss: 10157.6480 - val_mean_absolute_error: 75.2922
Epoch 1438/5000
148/148 [==============================] - 0s 27us/step - loss: 4894.6084 - mean_absolute_error: 48.2944 - val_loss: 10153.7489 - val_mean_absolute_error: 75.2760
Epoch 1439/5000
148/148 [==============================] - 0s 27us/step - loss: 4891.7695 - mean_absolute_error: 48.2783 - val_loss: 10149.8123 - val_mean_absolute_error: 75.2597
Epoch 1440/5000
148/148 [==============================] - 0s 27us/step - loss: 4888.9639 - mean_absolute_error: 48.2624 - val_loss: 10145.8805 - val_mean_absolute_error: 75.2442
Epoch 1441/5000
148/148 [==============================] - 0s 34us/step - loss: 4886.1440 - mean_absolute_error: 48.2474 - val_loss: 10141.8941 - val_mean_absolute_error: 75.2289
Epoch 1442/5000
148/148 [==============================] - 0s 27us/step - loss: 4883.2905 - mean_absolute_error: 48.2333 - val_loss: 10137.9860 - val_mean_absolute_error: 75.2145
Epoch 1443/5000
148/148 [==============================] - 0s 34us/step - loss: 4880.4839 - mean_absolute_error: 48.2196 - val_loss: 10134.3471 - val_mean_absolute_error: 75.1996
Epoch 1444/5000
148/148 [==============================] - 0s 27us/step - loss: 4877.6670 - mean_absolute_error: 48.2044 - val_loss: 10130.6633 - val_mean_absolute_error: 75.1846
Epoch 1445/5000
148/148 [==============================] - 0s 34us/step - loss: 4874.8555 - mean_absolute_error: 48.1889 - val_loss: 10126.9631 - val_mean_absolute_error: 75.1693
Epoch 1446/5000
148/148 [==============================] - 0s 34us/step - loss: 4872.0396 - mean_absolute_error: 48.1731 - val_loss: 10123.2376 - val_mean_absolute_error: 75.1541
Epoch 1447/5000
148/148 [==============================] - 0s 27us/step - loss: 4869.2290 - mean_absolute_error: 48.1570 - val_loss: 10119.4680 - val_mean_absolute_error: 75.1388
Epoch 1448/5000
148/148 [==============================] - 0s 20us/step - loss: 4866.4673 - mean_absolute_error: 48.1407 - val_loss: 10115.7125 - val_mean_absolute_error: 75.1242
Epoch 1449/5000
148/148 [==============================] - 0s 34us/step - loss: 4863.6880 - mean_absolute_error: 48.1253 - val_loss: 10112.1907 - val_mean_absolute_error: 75.1098
Epoch 1450/5000
148/148 [==============================] - 0s 41us/step - loss: 4860.8965 - mean_absolute_error: 48.1098 - val_loss: 10108.5941 - val_mean_absolute_error: 75.0956
Epoch 1451/5000
148/148 [==============================] - 0s 27us/step - loss: 4858.1157 - mean_absolute_error: 48.0953 - val_loss: 10104.9396 - val_mean_absolute_error: 75.0812
Epoch 1452/5000
148/148 [==============================] - 0s 27us/step - loss: 4855.3853 - mean_absolute_error: 48.0810 - val_loss: 10101.5153 - val_mean_absolute_error: 75.0663
Epoch 1453/5000
148/148 [==============================] - 0s 34us/step - loss: 4852.6099 - mean_absolute_error: 48.0651 - val_loss: 10098.0272 - val_mean_absolute_error: 75.0513
Epoch 1454/5000
148/148 [==============================] - 0s 34us/step - loss: 4849.8481 - mean_absolute_error: 48.0491 - val_loss: 10094.5347 - val_mean_absolute_error: 75.0365
Epoch 1455/5000
148/148 [==============================] - 0s 34us/step - loss: 4847.0786 - mean_absolute_error: 48.0328 - val_loss: 10091.0379 - val_mean_absolute_error: 75.0217
Epoch 1456/5000
148/148 [==============================] - 0s 27us/step - loss: 4844.3608 - mean_absolute_error: 48.0167 - val_loss: 10087.5194 - val_mean_absolute_error: 75.0076
Epoch 1457/5000
148/148 [==============================] - 0s 27us/step - loss: 4841.6118 - mean_absolute_error: 48.0019 - val_loss: 10083.9370 - val_mean_absolute_error: 74.9937
Epoch 1458/5000
148/148 [==============================] - 0s 34us/step - loss: 4838.8296 - mean_absolute_error: 47.9879 - val_loss: 10080.3399 - val_mean_absolute_error: 74.9802
Epoch 1459/5000
148/148 [==============================] - 0s 34us/step - loss: 4836.1089 - mean_absolute_error: 47.9745 - val_loss: 10076.6695 - val_mean_absolute_error: 74.9663
Epoch 1460/5000
148/148 [==============================] - 0s 27us/step - loss: 4833.3916 - mean_absolute_error: 47.9605 - val_loss: 10072.9326 - val_mean_absolute_error: 74.9521
Epoch 1461/5000
148/148 [==============================] - 0s 41us/step - loss: 4830.7173 - mean_absolute_error: 47.9461 - val_loss: 10069.3360 - val_mean_absolute_error: 74.9372
Epoch 1462/5000
148/148 [==============================] - 0s 20us/step - loss: 4827.9453 - mean_absolute_error: 47.9303 - val_loss: 10065.6703 - val_mean_absolute_error: 74.9227
Epoch 1463/5000
148/148 [==============================] - 0s 34us/step - loss: 4825.2070 - mean_absolute_error: 47.9152 - val_loss: 10061.9177 - val_mean_absolute_error: 74.9079
Epoch 1464/5000
148/148 [==============================] - 0s 41us/step - loss: 4822.4790 - mean_absolute_error: 47.9004 - val_loss: 10058.1137 - val_mean_absolute_error: 74.8930
Epoch 1465/5000
148/148 [==============================] - 0s 20us/step - loss: 4819.8433 - mean_absolute_error: 47.8861 - val_loss: 10054.2427 - val_mean_absolute_error: 74.8783
Epoch 1466/5000
148/148 [==============================] - 0s 27us/step - loss: 4817.2451 - mean_absolute_error: 47.8728 - val_loss: 10050.6633 - val_mean_absolute_error: 74.8637
Epoch 1467/5000
148/148 [==============================] - 0s 27us/step - loss: 4814.6470 - mean_absolute_error: 47.8589 - val_loss: 10047.1127 - val_mean_absolute_error: 74.8498
Epoch 1468/5000
148/148 [==============================] - 0s 27us/step - loss: 4812.0264 - mean_absolute_error: 47.8453 - val_loss: 10043.5539 - val_mean_absolute_error: 74.8362
Epoch 1469/5000
148/148 [==============================] - 0s 20us/step - loss: 4809.4673 - mean_absolute_error: 47.8322 - val_loss: 10040.1424 - val_mean_absolute_error: 74.8217
Epoch 1470/5000
148/148 [==============================] - 0s 41us/step - loss: 4806.8633 - mean_absolute_error: 47.8178 - val_loss: 10036.6960 - val_mean_absolute_error: 74.8070
Epoch 1471/5000
148/148 [==============================] - 0s 27us/step - loss: 4804.2866 - mean_absolute_error: 47.8033 - val_loss: 10033.2029 - val_mean_absolute_error: 74.7921
Epoch 1472/5000
148/148 [==============================] - 0s 27us/step - loss: 4801.7080 - mean_absolute_error: 47.7886 - val_loss: 10029.5984 - val_mean_absolute_error: 74.7769
Epoch 1473/5000
148/148 [==============================] - 0s 27us/step - loss: 4799.1299 - mean_absolute_error: 47.7741 - val_loss: 10025.8815 - val_mean_absolute_error: 74.7612
Epoch 1474/5000
148/148 [==============================] - 0s 27us/step - loss: 4796.5454 - mean_absolute_error: 47.7598 - val_loss: 10022.0923 - val_mean_absolute_error: 74.7453
Epoch 1475/5000
148/148 [==============================] - 0s 34us/step - loss: 4793.9941 - mean_absolute_error: 47.7458 - val_loss: 10018.2828 - val_mean_absolute_error: 74.7300
Epoch 1476/5000
148/148 [==============================] - 0s 34us/step - loss: 4791.4077 - mean_absolute_error: 47.7323 - val_loss: 10014.4606 - val_mean_absolute_error: 74.7153
Epoch 1477/5000
148/148 [==============================] - 0s 20us/step - loss: 4788.8350 - mean_absolute_error: 47.7197 - val_loss: 10010.8592 - val_mean_absolute_error: 74.6998
Epoch 1478/5000
148/148 [==============================] - 0s 27us/step - loss: 4786.2856 - mean_absolute_error: 47.7059 - val_loss: 10007.2207 - val_mean_absolute_error: 74.6847
Epoch 1479/5000
148/148 [==============================] - 0s 27us/step - loss: 4783.7217 - mean_absolute_error: 47.6921 - val_loss: 10003.5702 - val_mean_absolute_error: 74.6696
Epoch 1480/5000
148/148 [==============================] - 0s 27us/step - loss: 4781.1953 - mean_absolute_error: 47.6781 - val_loss: 9999.8638 - val_mean_absolute_error: 74.6547
Epoch 1481/5000
148/148 [==============================] - 0s 27us/step - loss: 4778.6733 - mean_absolute_error: 47.6646 - val_loss: 9996.3077 - val_mean_absolute_error: 74.6394
Epoch 1482/5000
148/148 [==============================] - 0s 34us/step - loss: 4776.0903 - mean_absolute_error: 47.6500 - val_loss: 9992.7202 - val_mean_absolute_error: 74.6245
Epoch 1483/5000
148/148 [==============================] - 0s 34us/step - loss: 4773.5679 - mean_absolute_error: 47.6361 - val_loss: 9989.2915 - val_mean_absolute_error: 74.6089
Epoch 1484/5000
148/148 [==============================] - 0s 27us/step - loss: 4771.0684 - mean_absolute_error: 47.6213 - val_loss: 9985.8047 - val_mean_absolute_error: 74.5933
Epoch 1485/5000
148/148 [==============================] - 0s 27us/step - loss: 4768.5640 - mean_absolute_error: 47.6065 - val_loss: 9982.2310 - val_mean_absolute_error: 74.5776
Epoch 1486/5000
148/148 [==============================] - 0s 20us/step - loss: 4766.0615 - mean_absolute_error: 47.5918 - val_loss: 9978.6486 - val_mean_absolute_error: 74.5628
Epoch 1487/5000
148/148 [==============================] - 0s 27us/step - loss: 4763.5532 - mean_absolute_error: 47.5779 - val_loss: 9975.0049 - val_mean_absolute_error: 74.5478
Epoch 1488/5000
148/148 [==============================] - 0s 41us/step - loss: 4761.0586 - mean_absolute_error: 47.5642 - val_loss: 9971.3791 - val_mean_absolute_error: 74.5330
Epoch 1489/5000
148/148 [==============================] - 0s 27us/step - loss: 4758.5620 - mean_absolute_error: 47.5501 - val_loss: 9967.7314 - val_mean_absolute_error: 74.5180
Epoch 1490/5000
148/148 [==============================] - 0s 27us/step - loss: 4756.0864 - mean_absolute_error: 47.5360 - val_loss: 9964.0838 - val_mean_absolute_error: 74.5036
Epoch 1491/5000
148/148 [==============================] - 0s 27us/step - loss: 4753.5791 - mean_absolute_error: 47.5222 - val_loss: 9960.4394 - val_mean_absolute_error: 74.4896
Epoch 1492/5000
148/148 [==============================] - 0s 27us/step - loss: 4751.0923 - mean_absolute_error: 47.5088 - val_loss: 9956.7902 - val_mean_absolute_error: 74.4756
Epoch 1493/5000
148/148 [==============================] - 0s 41us/step - loss: 4748.6294 - mean_absolute_error: 47.4953 - val_loss: 9952.9880 - val_mean_absolute_error: 74.4609
Epoch 1494/5000
148/148 [==============================] - 0s 27us/step - loss: 4746.1562 - mean_absolute_error: 47.4815 - val_loss: 9949.0701 - val_mean_absolute_error: 74.4455
Epoch 1495/5000
148/148 [==============================] - 0s 34us/step - loss: 4743.7266 - mean_absolute_error: 47.4675 - val_loss: 9945.3486 - val_mean_absolute_error: 74.4295
Epoch 1496/5000
148/148 [==============================] - 0s 27us/step - loss: 4741.1890 - mean_absolute_error: 47.4522 - val_loss: 9941.5961 - val_mean_absolute_error: 74.4136
Epoch 1497/5000
148/148 [==============================] - 0s 27us/step - loss: 4738.7524 - mean_absolute_error: 47.4374 - val_loss: 9937.8548 - val_mean_absolute_error: 74.3984
Epoch 1498/5000
148/148 [==============================] - 0s 47us/step - loss: 4736.3408 - mean_absolute_error: 47.4235 - val_loss: 9934.0610 - val_mean_absolute_error: 74.3836
Epoch 1499/5000
148/148 [==============================] - 0s 34us/step - loss: 4733.9229 - mean_absolute_error: 47.4105 - val_loss: 9930.4834 - val_mean_absolute_error: 74.3686
Epoch 1500/5000
148/148 [==============================] - 0s 34us/step - loss: 4731.5342 - mean_absolute_error: 47.3970 - val_loss: 9926.8363 - val_mean_absolute_error: 74.3532
Epoch 1501/5000
148/148 [==============================] - 0s 27us/step - loss: 4729.1587 - mean_absolute_error: 47.3834 - val_loss: 9923.1815 - val_mean_absolute_error: 74.3378
Epoch 1502/5000
148/148 [==============================] - 0s 27us/step - loss: 4726.7808 - mean_absolute_error: 47.3695 - val_loss: 9919.5242 - val_mean_absolute_error: 74.3223
Epoch 1503/5000
148/148 [==============================] - 0s 41us/step - loss: 4724.3970 - mean_absolute_error: 47.3554 - val_loss: 9915.8684 - val_mean_absolute_error: 74.3068
Epoch 1504/5000
148/148 [==============================] - 0s 41us/step - loss: 4722.0103 - mean_absolute_error: 47.3411 - val_loss: 9912.1757 - val_mean_absolute_error: 74.2911
Epoch 1505/5000
148/148 [==============================] - 0s 27us/step - loss: 4719.6509 - mean_absolute_error: 47.3268 - val_loss: 9908.4814 - val_mean_absolute_error: 74.2760
Epoch 1506/5000
148/148 [==============================] - 0s 27us/step - loss: 4717.3018 - mean_absolute_error: 47.3130 - val_loss: 9904.9793 - val_mean_absolute_error: 74.2608
Epoch 1507/5000
148/148 [==============================] - 0s 34us/step - loss: 4714.9341 - mean_absolute_error: 47.2991 - val_loss: 9901.6664 - val_mean_absolute_error: 74.2456
Epoch 1508/5000
148/148 [==============================] - 0s 27us/step - loss: 4712.6431 - mean_absolute_error: 47.2855 - val_loss: 9898.2773 - val_mean_absolute_error: 74.2309
Epoch 1509/5000
148/148 [==============================] - 0s 41us/step - loss: 4710.3213 - mean_absolute_error: 47.2724 - val_loss: 9894.8130 - val_mean_absolute_error: 74.2166
Epoch 1510/5000
148/148 [==============================] - 0s 27us/step - loss: 4707.9849 - mean_absolute_error: 47.2598 - val_loss: 9891.2367 - val_mean_absolute_error: 74.2019
Epoch 1511/5000
148/148 [==============================] - 0s 20us/step - loss: 4705.6768 - mean_absolute_error: 47.2471 - val_loss: 9887.5724 - val_mean_absolute_error: 74.1875
Epoch 1512/5000
148/148 [==============================] - 0s 34us/step - loss: 4703.3828 - mean_absolute_error: 47.2355 - val_loss: 9883.8002 - val_mean_absolute_error: 74.1725
Epoch 1513/5000
148/148 [==============================] - 0s 27us/step - loss: 4701.0830 - mean_absolute_error: 47.2234 - val_loss: 9880.0231 - val_mean_absolute_error: 74.1576
Epoch 1514/5000
148/148 [==============================] - 0s 34us/step - loss: 4698.7871 - mean_absolute_error: 47.2111 - val_loss: 9876.2767 - val_mean_absolute_error: 74.1435
Epoch 1515/5000
148/148 [==============================] - 0s 20us/step - loss: 4696.4956 - mean_absolute_error: 47.1992 - val_loss: 9872.7922 - val_mean_absolute_error: 74.1290
Epoch 1516/5000
148/148 [==============================] - 0s 34us/step - loss: 4694.1924 - mean_absolute_error: 47.1859 - val_loss: 9869.3502 - val_mean_absolute_error: 74.1155
Epoch 1517/5000
148/148 [==============================] - 0s 27us/step - loss: 4691.9009 - mean_absolute_error: 47.1732 - val_loss: 9865.8260 - val_mean_absolute_error: 74.1017
Epoch 1518/5000
148/148 [==============================] - 0s 27us/step - loss: 4689.6133 - mean_absolute_error: 47.1608 - val_loss: 9862.1775 - val_mean_absolute_error: 74.0874
Epoch 1519/5000
148/148 [==============================] - 0s 34us/step - loss: 4687.3276 - mean_absolute_error: 47.1483 - val_loss: 9858.7593 - val_mean_absolute_error: 74.0732
Epoch 1520/5000
148/148 [==============================] - 0s 20us/step - loss: 4685.0547 - mean_absolute_error: 47.1356 - val_loss: 9855.3312 - val_mean_absolute_error: 74.0598
Epoch 1521/5000
148/148 [==============================] - 0s 41us/step - loss: 4682.7910 - mean_absolute_error: 47.1237 - val_loss: 9851.8681 - val_mean_absolute_error: 74.0462
Epoch 1522/5000
148/148 [==============================] - 0s 27us/step - loss: 4680.5244 - mean_absolute_error: 47.1115 - val_loss: 9848.3609 - val_mean_absolute_error: 74.0324
Epoch 1523/5000
148/148 [==============================] - 0s 27us/step - loss: 4678.2632 - mean_absolute_error: 47.0991 - val_loss: 9844.8148 - val_mean_absolute_error: 74.0185
Epoch 1524/5000
148/148 [==============================] - 0s 27us/step - loss: 4675.9854 - mean_absolute_error: 47.0860 - val_loss: 9841.2085 - val_mean_absolute_error: 74.0044
Epoch 1525/5000
148/148 [==============================] - 0s 34us/step - loss: 4673.7134 - mean_absolute_error: 47.0733 - val_loss: 9837.6065 - val_mean_absolute_error: 73.9905
Epoch 1526/5000
148/148 [==============================] - 0s 27us/step - loss: 4671.4517 - mean_absolute_error: 47.0608 - val_loss: 9834.0587 - val_mean_absolute_error: 73.9775
Epoch 1527/5000
148/148 [==============================] - 0s 34us/step - loss: 4669.2017 - mean_absolute_error: 47.0490 - val_loss: 9830.6857 - val_mean_absolute_error: 73.9640
Epoch 1528/5000
148/148 [==============================] - 0s 34us/step - loss: 4666.9492 - mean_absolute_error: 47.0366 - val_loss: 9827.3030 - val_mean_absolute_error: 73.9505
Epoch 1529/5000
148/148 [==============================] - 0s 34us/step - loss: 4664.7104 - mean_absolute_error: 47.0240 - val_loss: 9823.9153 - val_mean_absolute_error: 73.9369
Epoch 1530/5000
148/148 [==============================] - 0s 34us/step - loss: 4662.4697 - mean_absolute_error: 47.0110 - val_loss: 9820.5841 - val_mean_absolute_error: 73.9242
Epoch 1531/5000
148/148 [==============================] - 0s 27us/step - loss: 4660.2227 - mean_absolute_error: 46.9983 - val_loss: 9817.2296 - val_mean_absolute_error: 73.9112
Epoch 1532/5000
148/148 [==============================] - 0s 27us/step - loss: 4658.0088 - mean_absolute_error: 46.9855 - val_loss: 9814.0202 - val_mean_absolute_error: 73.8972
Epoch 1533/5000
148/148 [==============================] - 0s 27us/step - loss: 4655.7764 - mean_absolute_error: 46.9713 - val_loss: 9810.7913 - val_mean_absolute_error: 73.8838
Epoch 1534/5000
148/148 [==============================] - 0s 41us/step - loss: 4653.5464 - mean_absolute_error: 46.9580 - val_loss: 9807.5498 - val_mean_absolute_error: 73.8710
Epoch 1535/5000
148/148 [==============================] - 0s 34us/step - loss: 4651.3032 - mean_absolute_error: 46.9454 - val_loss: 9804.2630 - val_mean_absolute_error: 73.8579
Epoch 1536/5000
148/148 [==============================] - 0s 34us/step - loss: 4649.0742 - mean_absolute_error: 46.9328 - val_loss: 9800.9328 - val_mean_absolute_error: 73.8445
Epoch 1537/5000
148/148 [==============================] - 0s 20us/step - loss: 4646.8643 - mean_absolute_error: 46.9204 - val_loss: 9797.4854 - val_mean_absolute_error: 73.8312
Epoch 1538/5000
148/148 [==============================] - 0s 34us/step - loss: 4644.6382 - mean_absolute_error: 46.9074 - val_loss: 9793.9640 - val_mean_absolute_error: 73.8177
Epoch 1539/5000
148/148 [==============================] - 0s 41us/step - loss: 4642.4009 - mean_absolute_error: 46.8939 - val_loss: 9790.4152 - val_mean_absolute_error: 73.8041
Epoch 1540/5000
148/148 [==============================] - 0s 27us/step - loss: 4640.1914 - mean_absolute_error: 46.8804 - val_loss: 9787.1304 - val_mean_absolute_error: 73.7908
Epoch 1541/5000
148/148 [==============================] - 0s 27us/step - loss: 4638.0068 - mean_absolute_error: 46.8669 - val_loss: 9783.8677 - val_mean_absolute_error: 73.7787
Epoch 1542/5000
148/148 [==============================] - 0s 34us/step - loss: 4635.7852 - mean_absolute_error: 46.8545 - val_loss: 9780.5901 - val_mean_absolute_error: 73.7676
Epoch 1543/5000
148/148 [==============================] - 0s 41us/step - loss: 4633.5659 - mean_absolute_error: 46.8429 - val_loss: 9777.3245 - val_mean_absolute_error: 73.7566
Epoch 1544/5000
148/148 [==============================] - 0s 41us/step - loss: 4631.3857 - mean_absolute_error: 46.8312 - val_loss: 9774.2399 - val_mean_absolute_error: 73.7447
Epoch 1545/5000
148/148 [==============================] - 0s 27us/step - loss: 4629.1733 - mean_absolute_error: 46.8187 - val_loss: 9771.1345 - val_mean_absolute_error: 73.7328
Epoch 1546/5000
148/148 [==============================] - 0s 20us/step - loss: 4626.9819 - mean_absolute_error: 46.8061 - val_loss: 9767.9742 - val_mean_absolute_error: 73.7208
Epoch 1547/5000
148/148 [==============================] - 0s 20us/step - loss: 4624.7974 - mean_absolute_error: 46.7943 - val_loss: 9764.7315 - val_mean_absolute_error: 73.7085
Epoch 1548/5000
148/148 [==============================] - 0s 34us/step - loss: 4622.6523 - mean_absolute_error: 46.7833 - val_loss: 9761.5272 - val_mean_absolute_error: 73.6971
Epoch 1549/5000
148/148 [==============================] - 0s 27us/step - loss: 4620.4629 - mean_absolute_error: 46.7729 - val_loss: 9758.2299 - val_mean_absolute_error: 73.6857
Epoch 1550/5000
148/148 [==============================] - 0s 27us/step - loss: 4618.2515 - mean_absolute_error: 46.7628 - val_loss: 9754.8182 - val_mean_absolute_error: 73.6737
Epoch 1551/5000
148/148 [==============================] - 0s 34us/step - loss: 4616.0732 - mean_absolute_error: 46.7526 - val_loss: 9751.3076 - val_mean_absolute_error: 73.6611
Epoch 1552/5000
148/148 [==============================] - 0s 27us/step - loss: 4613.8892 - mean_absolute_error: 46.7418 - val_loss: 9747.7797 - val_mean_absolute_error: 73.6484
Epoch 1553/5000
148/148 [==============================] - 0s 27us/step - loss: 4611.7173 - mean_absolute_error: 46.7310 - val_loss: 9744.2928 - val_mean_absolute_error: 73.6365
Epoch 1554/5000
148/148 [==============================] - 0s 34us/step - loss: 4609.5635 - mean_absolute_error: 46.7208 - val_loss: 9741.0003 - val_mean_absolute_error: 73.6241
Epoch 1555/5000
148/148 [==============================] - 0s 34us/step - loss: 4607.3579 - mean_absolute_error: 46.7094 - val_loss: 9737.7473 - val_mean_absolute_error: 73.6126
Epoch 1556/5000
148/148 [==============================] - 0s 27us/step - loss: 4605.1489 - mean_absolute_error: 46.6987 - val_loss: 9734.5441 - val_mean_absolute_error: 73.6019
Epoch 1557/5000
148/148 [==============================] - 0s 34us/step - loss: 4603.0078 - mean_absolute_error: 46.6888 - val_loss: 9731.4983 - val_mean_absolute_error: 73.5902
Epoch 1558/5000
148/148 [==============================] - 0s 27us/step - loss: 4600.7856 - mean_absolute_error: 46.6773 - val_loss: 9728.3825 - val_mean_absolute_error: 73.5782
Epoch 1559/5000
148/148 [==============================] - 0s 20us/step - loss: 4598.5903 - mean_absolute_error: 46.6656 - val_loss: 9725.2300 - val_mean_absolute_error: 73.5661
Epoch 1560/5000
148/148 [==============================] - 0s 41us/step - loss: 4596.3867 - mean_absolute_error: 46.6541 - val_loss: 9722.0240 - val_mean_absolute_error: 73.5539
Epoch 1561/5000
148/148 [==============================] - 0s 27us/step - loss: 4594.1758 - mean_absolute_error: 46.6436 - val_loss: 9718.7830 - val_mean_absolute_error: 73.5418
Epoch 1562/5000
148/148 [==============================] - 0s 27us/step - loss: 4591.9917 - mean_absolute_error: 46.6336 - val_loss: 9715.4943 - val_mean_absolute_error: 73.5300
Epoch 1563/5000
148/148 [==============================] - 0s 34us/step - loss: 4589.7891 - mean_absolute_error: 46.6242 - val_loss: 9712.1208 - val_mean_absolute_error: 73.5185
Epoch 1564/5000
148/148 [==============================] - 0s 27us/step - loss: 4587.5801 - mean_absolute_error: 46.6148 - val_loss: 9708.6745 - val_mean_absolute_error: 73.5066
Epoch 1565/5000
148/148 [==============================] - 0s 20us/step - loss: 4585.3755 - mean_absolute_error: 46.6048 - val_loss: 9705.1944 - val_mean_absolute_error: 73.4944
Epoch 1566/5000
148/148 [==============================] - 0s 47us/step - loss: 4583.1611 - mean_absolute_error: 46.5942 - val_loss: 9701.6761 - val_mean_absolute_error: 73.4819
Epoch 1567/5000
148/148 [==============================] - 0s 27us/step - loss: 4580.9639 - mean_absolute_error: 46.5838 - val_loss: 9698.4134 - val_mean_absolute_error: 73.4697
Epoch 1568/5000
148/148 [==============================] - 0s 27us/step - loss: 4578.7139 - mean_absolute_error: 46.5730 - val_loss: 9695.1544 - val_mean_absolute_error: 73.4581
Epoch 1569/5000
148/148 [==============================] - 0s 34us/step - loss: 4576.4180 - mean_absolute_error: 46.5626 - val_loss: 9691.8581 - val_mean_absolute_error: 73.4463
Epoch 1570/5000
148/148 [==============================] - 0s 20us/step - loss: 4574.1108 - mean_absolute_error: 46.5522 - val_loss: 9688.5279 - val_mean_absolute_error: 73.4344
Epoch 1571/5000
148/148 [==============================] - 0s 27us/step - loss: 4571.7832 - mean_absolute_error: 46.5420 - val_loss: 9685.2397 - val_mean_absolute_error: 73.4227
Epoch 1572/5000
148/148 [==============================] - 0s 34us/step - loss: 4569.4575 - mean_absolute_error: 46.5315 - val_loss: 9682.2060 - val_mean_absolute_error: 73.4106
Epoch 1573/5000
148/148 [==============================] - 0s 27us/step - loss: 4567.1104 - mean_absolute_error: 46.5199 - val_loss: 9679.1946 - val_mean_absolute_error: 73.3995
Epoch 1574/5000
148/148 [==============================] - 0s 27us/step - loss: 4564.7593 - mean_absolute_error: 46.5087 - val_loss: 9676.1786 - val_mean_absolute_error: 73.3891
Epoch 1575/5000
148/148 [==============================] - 0s 27us/step - loss: 4562.3579 - mean_absolute_error: 46.4979 - val_loss: 9673.1595 - val_mean_absolute_error: 73.3788
Epoch 1576/5000
148/148 [==============================] - 0s 34us/step - loss: 4559.9800 - mean_absolute_error: 46.4868 - val_loss: 9670.0975 - val_mean_absolute_error: 73.3681
Epoch 1577/5000
148/148 [==============================] - 0s 27us/step - loss: 4557.5928 - mean_absolute_error: 46.4751 - val_loss: 9666.9519 - val_mean_absolute_error: 73.3571
Epoch 1578/5000
148/148 [==============================] - 0s 34us/step - loss: 4555.2139 - mean_absolute_error: 46.4631 - val_loss: 9663.8178 - val_mean_absolute_error: 73.3468
Epoch 1579/5000
148/148 [==============================] - 0s 34us/step - loss: 4552.8442 - mean_absolute_error: 46.4519 - val_loss: 9660.6506 - val_mean_absolute_error: 73.3362
Epoch 1580/5000
148/148 [==============================] - 0s 34us/step - loss: 4550.4956 - mean_absolute_error: 46.4408 - val_loss: 9657.6855 - val_mean_absolute_error: 73.3249
Epoch 1581/5000
148/148 [==============================] - 0s 27us/step - loss: 4548.1680 - mean_absolute_error: 46.4288 - val_loss: 9654.7606 - val_mean_absolute_error: 73.3144
Epoch 1582/5000
148/148 [==============================] - 0s 88us/step - loss: 4545.8018 - mean_absolute_error: 46.4171 - val_loss: 9651.8951 - val_mean_absolute_error: 73.3047
Epoch 1583/5000
148/148 [==============================] - 0s 41us/step - loss: 4543.4194 - mean_absolute_error: 46.4057 - val_loss: 9649.0096 - val_mean_absolute_error: 73.2947
Epoch 1584/5000
148/148 [==============================] - 0s 41us/step - loss: 4541.0786 - mean_absolute_error: 46.3941 - val_loss: 9646.0327 - val_mean_absolute_error: 73.2842
Epoch 1585/5000
148/148 [==============================] - 0s 40us/step - loss: 4538.7163 - mean_absolute_error: 46.3821 - val_loss: 9643.0192 - val_mean_absolute_error: 73.2732
Epoch 1586/5000
148/148 [==============================] - 0s 20us/step - loss: 4536.3296 - mean_absolute_error: 46.3695 - val_loss: 9639.9852 - val_mean_absolute_error: 73.2620
Epoch 1587/5000
148/148 [==============================] - 0s 27us/step - loss: 4533.9771 - mean_absolute_error: 46.3571 - val_loss: 9636.9634 - val_mean_absolute_error: 73.2511
Epoch 1588/5000
148/148 [==============================] - 0s 27us/step - loss: 4531.6523 - mean_absolute_error: 46.3453 - val_loss: 9634.1743 - val_mean_absolute_error: 73.2401
Epoch 1589/5000
148/148 [==============================] - 0s 27us/step - loss: 4529.2642 - mean_absolute_error: 46.3330 - val_loss: 9631.5143 - val_mean_absolute_error: 73.2281
Epoch 1590/5000
148/148 [==============================] - 0s 27us/step - loss: 4526.9165 - mean_absolute_error: 46.3201 - val_loss: 9628.8691 - val_mean_absolute_error: 73.2171
Epoch 1591/5000
148/148 [==============================] - 0s 34us/step - loss: 4524.5591 - mean_absolute_error: 46.3077 - val_loss: 9626.2340 - val_mean_absolute_error: 73.2077
Epoch 1592/5000
148/148 [==============================] - 0s 27us/step - loss: 4522.2212 - mean_absolute_error: 46.2958 - val_loss: 9623.4971 - val_mean_absolute_error: 73.1978
Epoch 1593/5000
148/148 [==============================] - 0s 34us/step - loss: 4519.8848 - mean_absolute_error: 46.2834 - val_loss: 9620.7047 - val_mean_absolute_error: 73.1875
Epoch 1594/5000
148/148 [==============================] - 0s 34us/step - loss: 4517.5356 - mean_absolute_error: 46.2709 - val_loss: 9617.7589 - val_mean_absolute_error: 73.1766
Epoch 1595/5000
148/148 [==============================] - 0s 34us/step - loss: 4515.1938 - mean_absolute_error: 46.2583 - val_loss: 9614.7301 - val_mean_absolute_error: 73.1655
Epoch 1596/5000
148/148 [==============================] - 0s 27us/step - loss: 4512.8447 - mean_absolute_error: 46.2456 - val_loss: 9611.7040 - val_mean_absolute_error: 73.1545
Epoch 1597/5000
148/148 [==============================] - 0s 34us/step - loss: 4510.4917 - mean_absolute_error: 46.2328 - val_loss: 9608.6580 - val_mean_absolute_error: 73.1432
Epoch 1598/5000
148/148 [==============================] - 0s 27us/step - loss: 4508.1626 - mean_absolute_error: 46.2201 - val_loss: 9605.6604 - val_mean_absolute_error: 73.1327
Epoch 1599/5000
148/148 [==============================] - 0s 41us/step - loss: 4505.8154 - mean_absolute_error: 46.2079 - val_loss: 9602.6409 - val_mean_absolute_error: 73.1223
Epoch 1600/5000
148/148 [==============================] - 0s 27us/step - loss: 4503.4795 - mean_absolute_error: 46.1963 - val_loss: 9599.5148 - val_mean_absolute_error: 73.1112
Epoch 1601/5000
148/148 [==============================] - 0s 41us/step - loss: 4501.1533 - mean_absolute_error: 46.1843 - val_loss: 9596.3250 - val_mean_absolute_error: 73.0996
Epoch 1602/5000
148/148 [==============================] - 0s 27us/step - loss: 4498.8066 - mean_absolute_error: 46.1718 - val_loss: 9593.0689 - val_mean_absolute_error: 73.0876
Epoch 1603/5000
148/148 [==============================] - 0s 34us/step - loss: 4496.4683 - mean_absolute_error: 46.1589 - val_loss: 9589.8607 - val_mean_absolute_error: 73.0763
Epoch 1604/5000
148/148 [==============================] - 0s 27us/step - loss: 4494.1494 - mean_absolute_error: 46.1469 - val_loss: 9586.6533 - val_mean_absolute_error: 73.0652
Epoch 1605/5000
148/148 [==============================] - 0s 20us/step - loss: 4491.8594 - mean_absolute_error: 46.1352 - val_loss: 9583.6821 - val_mean_absolute_error: 73.0537
Epoch 1606/5000
148/148 [==============================] - 0s 41us/step - loss: 4489.6016 - mean_absolute_error: 46.1227 - val_loss: 9580.7622 - val_mean_absolute_error: 73.0429
Epoch 1607/5000
148/148 [==============================] - 0s 34us/step - loss: 4487.3213 - mean_absolute_error: 46.1107 - val_loss: 9577.8505 - val_mean_absolute_error: 73.0325
Epoch 1608/5000
148/148 [==============================] - 0s 27us/step - loss: 4485.0063 - mean_absolute_error: 46.0992 - val_loss: 9574.8817 - val_mean_absolute_error: 73.0217
Epoch 1609/5000
148/148 [==============================] - 0s 20us/step - loss: 4482.7515 - mean_absolute_error: 46.0879 - val_loss: 9572.1321 - val_mean_absolute_error: 73.0103
Epoch 1610/5000
148/148 [==============================] - 0s 34us/step - loss: 4480.4395 - mean_absolute_error: 46.0754 - val_loss: 9569.3487 - val_mean_absolute_error: 72.9988
Epoch 1611/5000
148/148 [==============================] - 0s 34us/step - loss: 4478.1812 - mean_absolute_error: 46.0631 - val_loss: 9566.5880 - val_mean_absolute_error: 72.9880
Epoch 1612/5000
148/148 [==============================] - 0s 27us/step - loss: 4475.9204 - mean_absolute_error: 46.0512 - val_loss: 9563.7575 - val_mean_absolute_error: 72.9773
Epoch 1613/5000
148/148 [==============================] - 0s 34us/step - loss: 4473.6616 - mean_absolute_error: 46.0394 - val_loss: 9560.7930 - val_mean_absolute_error: 72.9658
Epoch 1614/5000
148/148 [==============================] - 0s 27us/step - loss: 4471.3960 - mean_absolute_error: 46.0271 - val_loss: 9557.7301 - val_mean_absolute_error: 72.9536
Epoch 1615/5000
148/148 [==============================] - 0s 27us/step - loss: 4469.1152 - mean_absolute_error: 46.0146 - val_loss: 9554.5711 - val_mean_absolute_error: 72.9409
Epoch 1616/5000
148/148 [==============================] - 0s 20us/step - loss: 4466.8662 - mean_absolute_error: 46.0021 - val_loss: 9551.4728 - val_mean_absolute_error: 72.9292
Epoch 1617/5000
148/148 [==============================] - 0s 27us/step - loss: 4464.6196 - mean_absolute_error: 45.9903 - val_loss: 9548.3699 - val_mean_absolute_error: 72.9176
Epoch 1618/5000
148/148 [==============================] - 0s 27us/step - loss: 4462.3735 - mean_absolute_error: 45.9786 - val_loss: 9545.2477 - val_mean_absolute_error: 72.9058
Epoch 1619/5000
148/148 [==============================] - 0s 27us/step - loss: 4460.1260 - mean_absolute_error: 45.9669 - val_loss: 9542.0494 - val_mean_absolute_error: 72.8935
Epoch 1620/5000
148/148 [==============================] - 0s 41us/step - loss: 4457.9131 - mean_absolute_error: 45.9556 - val_loss: 9539.0427 - val_mean_absolute_error: 72.8807
Epoch 1621/5000
148/148 [==============================] - 0s 34us/step - loss: 4455.6704 - mean_absolute_error: 45.9439 - val_loss: 9536.0520 - val_mean_absolute_error: 72.8686
Epoch 1622/5000
148/148 [==============================] - 0s 27us/step - loss: 4453.4141 - mean_absolute_error: 45.9329 - val_loss: 9532.9860 - val_mean_absolute_error: 72.8563
Epoch 1623/5000
148/148 [==============================] - 0s 27us/step - loss: 4451.1797 - mean_absolute_error: 45.9220 - val_loss: 9529.8670 - val_mean_absolute_error: 72.8440
Epoch 1624/5000
148/148 [==============================] - 0s 34us/step - loss: 4448.9424 - mean_absolute_error: 45.9112 - val_loss: 9526.9947 - val_mean_absolute_error: 72.8312
Epoch 1625/5000
148/148 [==============================] - 0s 47us/step - loss: 4446.7148 - mean_absolute_error: 45.8993 - val_loss: 9524.1213 - val_mean_absolute_error: 72.8190
Epoch 1626/5000
148/148 [==============================] - 0s 27us/step - loss: 4444.4829 - mean_absolute_error: 45.8879 - val_loss: 9521.2973 - val_mean_absolute_error: 72.8076
Epoch 1627/5000
148/148 [==============================] - 0s 27us/step - loss: 4442.2607 - mean_absolute_error: 45.8767 - val_loss: 9518.3706 - val_mean_absolute_error: 72.7956
Epoch 1628/5000
148/148 [==============================] - 0s 34us/step - loss: 4440.0449 - mean_absolute_error: 45.8652 - val_loss: 9515.2908 - val_mean_absolute_error: 72.7828
Epoch 1629/5000
148/148 [==============================] - 0s 20us/step - loss: 4437.8154 - mean_absolute_error: 45.8535 - val_loss: 9512.0855 - val_mean_absolute_error: 72.7694
Epoch 1630/5000
148/148 [==============================] - 0s 34us/step - loss: 4435.5781 - mean_absolute_error: 45.8417 - val_loss: 9508.8506 - val_mean_absolute_error: 72.7562
Epoch 1631/5000
148/148 [==============================] - 0s 34us/step - loss: 4433.3574 - mean_absolute_error: 45.8303 - val_loss: 9505.5930 - val_mean_absolute_error: 72.7427
Epoch 1632/5000
148/148 [==============================] - 0s 27us/step - loss: 4431.1436 - mean_absolute_error: 45.8190 - val_loss: 9502.2793 - val_mean_absolute_error: 72.7292
Epoch 1633/5000
148/148 [==============================] - 0s 27us/step - loss: 4428.9404 - mean_absolute_error: 45.8080 - val_loss: 9499.0052 - val_mean_absolute_error: 72.7164
Epoch 1634/5000
148/148 [==============================] - 0s 34us/step - loss: 4426.7202 - mean_absolute_error: 45.7978 - val_loss: 9495.6688 - val_mean_absolute_error: 72.7034
Epoch 1635/5000
148/148 [==============================] - 0s 27us/step - loss: 4424.5215 - mean_absolute_error: 45.7877 - val_loss: 9492.3733 - val_mean_absolute_error: 72.6903
Epoch 1636/5000
148/148 [==============================] - 0s 27us/step - loss: 4422.3428 - mean_absolute_error: 45.7777 - val_loss: 9489.3428 - val_mean_absolute_error: 72.6766
Epoch 1637/5000
148/148 [==============================] - 0s 34us/step - loss: 4420.1455 - mean_absolute_error: 45.7667 - val_loss: 9486.3655 - val_mean_absolute_error: 72.6638
Epoch 1638/5000
148/148 [==============================] - 0s 27us/step - loss: 4417.9673 - mean_absolute_error: 45.7561 - val_loss: 9483.4177 - val_mean_absolute_error: 72.6515
Epoch 1639/5000
148/148 [==============================] - 0s 27us/step - loss: 4415.7983 - mean_absolute_error: 45.7460 - val_loss: 9480.4148 - val_mean_absolute_error: 72.6387
Epoch 1640/5000
148/148 [==============================] - 0s 41us/step - loss: 4413.6436 - mean_absolute_error: 45.7353 - val_loss: 9477.3531 - val_mean_absolute_error: 72.6255
Epoch 1641/5000
148/148 [==============================] - 0s 27us/step - loss: 4411.4795 - mean_absolute_error: 45.7241 - val_loss: 9474.2953 - val_mean_absolute_error: 72.6124
Epoch 1642/5000
148/148 [==============================] - 0s 27us/step - loss: 4409.3423 - mean_absolute_error: 45.7130 - val_loss: 9471.4534 - val_mean_absolute_error: 72.5993
Epoch 1643/5000
148/148 [==============================] - 0s 27us/step - loss: 4407.2124 - mean_absolute_error: 45.7019 - val_loss: 9468.5980 - val_mean_absolute_error: 72.5867
Epoch 1644/5000
148/148 [==============================] - 0s 34us/step - loss: 4405.0718 - mean_absolute_error: 45.6915 - val_loss: 9465.6878 - val_mean_absolute_error: 72.5739
Epoch 1645/5000
148/148 [==============================] - 0s 34us/step - loss: 4402.9482 - mean_absolute_error: 45.6812 - val_loss: 9462.8032 - val_mean_absolute_error: 72.5610
Epoch 1646/5000
148/148 [==============================] - 0s 34us/step - loss: 4400.8237 - mean_absolute_error: 45.6710 - val_loss: 9459.8011 - val_mean_absolute_error: 72.5475
Epoch 1647/5000
148/148 [==============================] - 0s 27us/step - loss: 4398.6958 - mean_absolute_error: 45.6604 - val_loss: 9456.7317 - val_mean_absolute_error: 72.5335
Epoch 1648/5000
148/148 [==============================] - 0s 27us/step - loss: 4396.5923 - mean_absolute_error: 45.6497 - val_loss: 9453.7349 - val_mean_absolute_error: 72.5203
Epoch 1649/5000
148/148 [==============================] - 0s 27us/step - loss: 4394.4780 - mean_absolute_error: 45.6394 - val_loss: 9450.8073 - val_mean_absolute_error: 72.5080
Epoch 1650/5000
148/148 [==============================] - 0s 27us/step - loss: 4392.3872 - mean_absolute_error: 45.6298 - val_loss: 9447.8178 - val_mean_absolute_error: 72.4954
Epoch 1651/5000
148/148 [==============================] - 0s 34us/step - loss: 4390.3506 - mean_absolute_error: 45.6205 - val_loss: 9444.9154 - val_mean_absolute_error: 72.4815
Epoch 1652/5000
148/148 [==============================] - 0s 27us/step - loss: 4388.2515 - mean_absolute_error: 45.6099 - val_loss: 9441.9478 - val_mean_absolute_error: 72.4674
Epoch 1653/5000
148/148 [==============================] - 0s 34us/step - loss: 4386.1890 - mean_absolute_error: 45.5995 - val_loss: 9438.9870 - val_mean_absolute_error: 72.4534
Epoch 1654/5000
148/148 [==============================] - 0s 20us/step - loss: 4384.1460 - mean_absolute_error: 45.5890 - val_loss: 9436.0765 - val_mean_absolute_error: 72.4403
Epoch 1655/5000
148/148 [==============================] - 0s 34us/step - loss: 4382.0947 - mean_absolute_error: 45.5787 - val_loss: 9433.2007 - val_mean_absolute_error: 72.4277
Epoch 1656/5000
148/148 [==============================] - 0s 34us/step - loss: 4380.0229 - mean_absolute_error: 45.5686 - val_loss: 9430.3444 - val_mean_absolute_error: 72.4151
Epoch 1657/5000
148/148 [==============================] - 0s 27us/step - loss: 4377.9873 - mean_absolute_error: 45.5585 - val_loss: 9427.4098 - val_mean_absolute_error: 72.4020
Epoch 1658/5000
148/148 [==============================] - 0s 27us/step - loss: 4375.9399 - mean_absolute_error: 45.5480 - val_loss: 9424.3654 - val_mean_absolute_error: 72.3882
Epoch 1659/5000
148/148 [==============================] - 0s 34us/step - loss: 4373.8804 - mean_absolute_error: 45.5371 - val_loss: 9421.2619 - val_mean_absolute_error: 72.3741
Epoch 1660/5000
148/148 [==============================] - 0s 27us/step - loss: 4371.8652 - mean_absolute_error: 45.5262 - val_loss: 9418.4351 - val_mean_absolute_error: 72.3603
Epoch 1661/5000
148/148 [==============================] - 0s 41us/step - loss: 4369.8423 - mean_absolute_error: 45.5151 - val_loss: 9415.5773 - val_mean_absolute_error: 72.3469
Epoch 1662/5000
148/148 [==============================] - 0s 27us/step - loss: 4367.7939 - mean_absolute_error: 45.5045 - val_loss: 9412.6974 - val_mean_absolute_error: 72.3340
Epoch 1663/5000
148/148 [==============================] - 0s 34us/step - loss: 4365.7417 - mean_absolute_error: 45.4946 - val_loss: 9409.7555 - val_mean_absolute_error: 72.3208
Epoch 1664/5000
148/148 [==============================] - 0s 27us/step - loss: 4363.7197 - mean_absolute_error: 45.4847 - val_loss: 9406.8354 - val_mean_absolute_error: 72.3077
Epoch 1665/5000
148/148 [==============================] - 0s 27us/step - loss: 4361.7471 - mean_absolute_error: 45.4750 - val_loss: 9404.1383 - val_mean_absolute_error: 72.2940
Epoch 1666/5000
148/148 [==============================] - 0s 34us/step - loss: 4359.7539 - mean_absolute_error: 45.4641 - val_loss: 9401.3978 - val_mean_absolute_error: 72.2802
Epoch 1667/5000
148/148 [==============================] - 0s 41us/step - loss: 4357.7681 - mean_absolute_error: 45.4532 - val_loss: 9398.6184 - val_mean_absolute_error: 72.2663
Epoch 1668/5000
148/148 [==============================] - 0s 27us/step - loss: 4355.8159 - mean_absolute_error: 45.4425 - val_loss: 9395.8641 - val_mean_absolute_error: 72.2530
Epoch 1669/5000
148/148 [==============================] - 0s 27us/step - loss: 4353.8540 - mean_absolute_error: 45.4324 - val_loss: 9393.0173 - val_mean_absolute_error: 72.2396
Epoch 1670/5000
148/148 [==============================] - 0s 27us/step - loss: 4351.8735 - mean_absolute_error: 45.4225 - val_loss: 9390.0535 - val_mean_absolute_error: 72.2255
Epoch 1671/5000
148/148 [==============================] - 0s 27us/step - loss: 4349.9062 - mean_absolute_error: 45.4124 - val_loss: 9386.9767 - val_mean_absolute_error: 72.2107
Epoch 1672/5000
148/148 [==============================] - 0s 41us/step - loss: 4347.9219 - mean_absolute_error: 45.4022 - val_loss: 9383.8635 - val_mean_absolute_error: 72.1956
Epoch 1673/5000
148/148 [==============================] - 0s 41us/step - loss: 4345.9829 - mean_absolute_error: 45.3916 - val_loss: 9380.8189 - val_mean_absolute_error: 72.1813
Epoch 1674/5000
148/148 [==============================] - 0s 27us/step - loss: 4344.0181 - mean_absolute_error: 45.3815 - val_loss: 9377.8286 - val_mean_absolute_error: 72.1680
Epoch 1675/5000
148/148 [==============================] - 0s 27us/step - loss: 4342.0474 - mean_absolute_error: 45.3720 - val_loss: 9374.8446 - val_mean_absolute_error: 72.1548
Epoch 1676/5000
148/148 [==============================] - 0s 47us/step - loss: 4340.1113 - mean_absolute_error: 45.3624 - val_loss: 9372.1180 - val_mean_absolute_error: 72.1414
Epoch 1677/5000
148/148 [==============================] - 0s 27us/step - loss: 4338.1348 - mean_absolute_error: 45.3516 - val_loss: 9369.3388 - val_mean_absolute_error: 72.1278
Epoch 1678/5000
148/148 [==============================] - 0s 34us/step - loss: 4336.1758 - mean_absolute_error: 45.3411 - val_loss: 9366.5014 - val_mean_absolute_error: 72.1138
Epoch 1679/5000
148/148 [==============================] - 0s 34us/step - loss: 4334.2300 - mean_absolute_error: 45.3307 - val_loss: 9363.6609 - val_mean_absolute_error: 72.1001
Epoch 1680/5000
148/148 [==============================] - 0s 34us/step - loss: 4332.2861 - mean_absolute_error: 45.3210 - val_loss: 9360.8864 - val_mean_absolute_error: 72.0874
Epoch 1681/5000
148/148 [==============================] - 0s 34us/step - loss: 4330.3521 - mean_absolute_error: 45.3121 - val_loss: 9358.0676 - val_mean_absolute_error: 72.0744
Epoch 1682/5000
148/148 [==============================] - 0s 27us/step - loss: 4328.4731 - mean_absolute_error: 45.3028 - val_loss: 9355.4360 - val_mean_absolute_error: 72.0607
Epoch 1683/5000
148/148 [==============================] - 0s 34us/step - loss: 4326.5059 - mean_absolute_error: 45.2921 - val_loss: 9352.7735 - val_mean_absolute_error: 72.0470
Epoch 1684/5000
148/148 [==============================] - 0s 27us/step - loss: 4324.6226 - mean_absolute_error: 45.2825 - val_loss: 9350.1777 - val_mean_absolute_error: 72.0344
Epoch 1685/5000
148/148 [==============================] - 0s 34us/step - loss: 4322.7266 - mean_absolute_error: 45.2735 - val_loss: 9347.6474 - val_mean_absolute_error: 72.0226
Epoch 1686/5000
148/148 [==============================] - 0s 27us/step - loss: 4320.8184 - mean_absolute_error: 45.2648 - val_loss: 9345.0899 - val_mean_absolute_error: 72.0107
Epoch 1687/5000
148/148 [==============================] - 0s 34us/step - loss: 4318.9253 - mean_absolute_error: 45.2562 - val_loss: 9342.4253 - val_mean_absolute_error: 71.9980
Epoch 1688/5000
148/148 [==============================] - 0s 27us/step - loss: 4317.0337 - mean_absolute_error: 45.2474 - val_loss: 9339.7514 - val_mean_absolute_error: 71.9852
Epoch 1689/5000
148/148 [==============================] - 0s 27us/step - loss: 4315.1455 - mean_absolute_error: 45.2388 - val_loss: 9337.0270 - val_mean_absolute_error: 71.9720
Epoch 1690/5000
148/148 [==============================] - 0s 41us/step - loss: 4313.2524 - mean_absolute_error: 45.2299 - val_loss: 9334.3005 - val_mean_absolute_error: 71.9589
Epoch 1691/5000
148/148 [==============================] - 0s 27us/step - loss: 4311.3867 - mean_absolute_error: 45.2212 - val_loss: 9331.8752 - val_mean_absolute_error: 71.9462
Epoch 1692/5000
148/148 [==============================] - 0s 27us/step - loss: 4309.5059 - mean_absolute_error: 45.2120 - val_loss: 9329.4922 - val_mean_absolute_error: 71.9345
Epoch 1693/5000
148/148 [==============================] - 0s 34us/step - loss: 4307.6108 - mean_absolute_error: 45.2032 - val_loss: 9327.1877 - val_mean_absolute_error: 71.9238
Epoch 1694/5000
148/148 [==============================] - 0s 27us/step - loss: 4305.7383 - mean_absolute_error: 45.1948 - val_loss: 9324.8668 - val_mean_absolute_error: 71.9128
Epoch 1695/5000
148/148 [==============================] - 0s 27us/step - loss: 4303.9180 - mean_absolute_error: 45.1862 - val_loss: 9322.6526 - val_mean_absolute_error: 71.9005
Epoch 1696/5000
148/148 [==============================] - 0s 34us/step - loss: 4301.9966 - mean_absolute_error: 45.1760 - val_loss: 9320.3038 - val_mean_absolute_error: 71.8874
Epoch 1697/5000
148/148 [==============================] - 0s 27us/step - loss: 4300.1172 - mean_absolute_error: 45.1660 - val_loss: 9317.9309 - val_mean_absolute_error: 71.8744
Epoch 1698/5000
148/148 [==============================] - 0s 27us/step - loss: 4298.2407 - mean_absolute_error: 45.1560 - val_loss: 9315.5949 - val_mean_absolute_error: 71.8624
Epoch 1699/5000
148/148 [==============================] - 0s 34us/step - loss: 4296.3662 - mean_absolute_error: 45.1465 - val_loss: 9313.2432 - val_mean_absolute_error: 71.8507
Epoch 1700/5000
148/148 [==============================] - 0s 27us/step - loss: 4294.4946 - mean_absolute_error: 45.1371 - val_loss: 9310.9520 - val_mean_absolute_error: 71.8399
Epoch 1701/5000
148/148 [==============================] - 0s 27us/step - loss: 4292.6089 - mean_absolute_error: 45.1279 - val_loss: 9308.6161 - val_mean_absolute_error: 71.8290
Epoch 1702/5000
148/148 [==============================] - 0s 41us/step - loss: 4290.7305 - mean_absolute_error: 45.1189 - val_loss: 9306.1509 - val_mean_absolute_error: 71.8173
Epoch 1703/5000
148/148 [==============================] - 0s 27us/step - loss: 4288.8521 - mean_absolute_error: 45.1097 - val_loss: 9303.5740 - val_mean_absolute_error: 71.8050
Epoch 1704/5000
148/148 [==============================] - 0s 27us/step - loss: 4286.9712 - mean_absolute_error: 45.1004 - val_loss: 9300.9763 - val_mean_absolute_error: 71.7926
Epoch 1705/5000
148/148 [==============================] - 0s 27us/step - loss: 4285.0991 - mean_absolute_error: 45.0911 - val_loss: 9298.4203 - val_mean_absolute_error: 71.7806
Epoch 1706/5000
148/148 [==============================] - 0s 27us/step - loss: 4283.2026 - mean_absolute_error: 45.0822 - val_loss: 9295.9306 - val_mean_absolute_error: 71.7695
Epoch 1707/5000
148/148 [==============================] - 0s 27us/step - loss: 4281.3984 - mean_absolute_error: 45.0741 - val_loss: 9293.6051 - val_mean_absolute_error: 71.7574
Epoch 1708/5000
148/148 [==============================] - 0s 41us/step - loss: 4279.4995 - mean_absolute_error: 45.0648 - val_loss: 9291.3833 - val_mean_absolute_error: 71.7443
Epoch 1709/5000
148/148 [==============================] - 0s 34us/step - loss: 4277.6201 - mean_absolute_error: 45.0550 - val_loss: 9289.1949 - val_mean_absolute_error: 71.7323
Epoch 1710/5000
148/148 [==============================] - 0s 27us/step - loss: 4275.7793 - mean_absolute_error: 45.0458 - val_loss: 9287.0062 - val_mean_absolute_error: 71.7209
Epoch 1711/5000
148/148 [==============================] - 0s 34us/step - loss: 4273.9092 - mean_absolute_error: 45.0369 - val_loss: 9284.7749 - val_mean_absolute_error: 71.7096
Epoch 1712/5000
148/148 [==============================] - 0s 27us/step - loss: 4272.0591 - mean_absolute_error: 45.0282 - val_loss: 9282.4949 - val_mean_absolute_error: 71.6981
Epoch 1713/5000
148/148 [==============================] - 0s 34us/step - loss: 4270.2070 - mean_absolute_error: 45.0195 - val_loss: 9280.2118 - val_mean_absolute_error: 71.6864
Epoch 1714/5000
148/148 [==============================] - 0s 27us/step - loss: 4268.3433 - mean_absolute_error: 45.0105 - val_loss: 9277.8943 - val_mean_absolute_error: 71.6746
Epoch 1715/5000
148/148 [==============================] - 0s 34us/step - loss: 4266.4829 - mean_absolute_error: 45.0016 - val_loss: 9275.5903 - val_mean_absolute_error: 71.6635
Epoch 1716/5000
148/148 [==============================] - 0s 20us/step - loss: 4264.6084 - mean_absolute_error: 44.9929 - val_loss: 9273.2477 - val_mean_absolute_error: 71.6524
Epoch 1717/5000
148/148 [==============================] - 0s 34us/step - loss: 4262.7666 - mean_absolute_error: 44.9844 - val_loss: 9270.7892 - val_mean_absolute_error: 71.6407
Epoch 1718/5000
148/148 [==============================] - 0s 34us/step - loss: 4260.9116 - mean_absolute_error: 44.9756 - val_loss: 9268.2746 - val_mean_absolute_error: 71.6291
Epoch 1719/5000
148/148 [==============================] - 0s 27us/step - loss: 4259.0620 - mean_absolute_error: 44.9675 - val_loss: 9265.6847 - val_mean_absolute_error: 71.6172
Epoch 1720/5000
148/148 [==============================] - 0s 27us/step - loss: 4257.2036 - mean_absolute_error: 44.9594 - val_loss: 9263.0293 - val_mean_absolute_error: 71.6049
Epoch 1721/5000
148/148 [==============================] - 0s 27us/step - loss: 4255.3379 - mean_absolute_error: 44.9509 - val_loss: 9260.4374 - val_mean_absolute_error: 71.5933
Epoch 1722/5000
148/148 [==============================] - 0s 41us/step - loss: 4253.4854 - mean_absolute_error: 44.9430 - val_loss: 9257.8198 - val_mean_absolute_error: 71.5814
Epoch 1723/5000
148/148 [==============================] - 0s 34us/step - loss: 4251.6924 - mean_absolute_error: 44.9353 - val_loss: 9255.4414 - val_mean_absolute_error: 71.5689
Epoch 1724/5000
148/148 [==============================] - 0s 27us/step - loss: 4249.8252 - mean_absolute_error: 44.9270 - val_loss: 9253.3141 - val_mean_absolute_error: 71.5566
Epoch 1725/5000
148/148 [==============================] - 0s 27us/step - loss: 4247.9956 - mean_absolute_error: 44.9183 - val_loss: 9251.1966 - val_mean_absolute_error: 71.5454
Epoch 1726/5000
148/148 [==============================] - 0s 41us/step - loss: 4246.1470 - mean_absolute_error: 44.9100 - val_loss: 9249.0610 - val_mean_absolute_error: 71.5346
Epoch 1727/5000
148/148 [==============================] - 0s 27us/step - loss: 4244.2944 - mean_absolute_error: 44.9019 - val_loss: 9246.8378 - val_mean_absolute_error: 71.5235
Epoch 1728/5000
148/148 [==============================] - 0s 27us/step - loss: 4242.4648 - mean_absolute_error: 44.8941 - val_loss: 9244.5345 - val_mean_absolute_error: 71.5122
Epoch 1729/5000
148/148 [==============================] - 0s 34us/step - loss: 4240.6299 - mean_absolute_error: 44.8858 - val_loss: 9242.1893 - val_mean_absolute_error: 71.5004
Epoch 1730/5000
148/148 [==============================] - 0s 34us/step - loss: 4238.7891 - mean_absolute_error: 44.8771 - val_loss: 9239.8347 - val_mean_absolute_error: 71.4887
Epoch 1731/5000
148/148 [==============================] - 0s 27us/step - loss: 4236.9517 - mean_absolute_error: 44.8686 - val_loss: 9237.4335 - val_mean_absolute_error: 71.4767
Epoch 1732/5000
148/148 [==============================] - 0s 34us/step - loss: 4235.1050 - mean_absolute_error: 44.8603 - val_loss: 9234.9830 - val_mean_absolute_error: 71.4644
Epoch 1733/5000
148/148 [==============================] - 0s 34us/step - loss: 4233.2900 - mean_absolute_error: 44.8524 - val_loss: 9232.5620 - val_mean_absolute_error: 71.4527
Epoch 1734/5000
148/148 [==============================] - 0s 27us/step - loss: 4231.4546 - mean_absolute_error: 44.8448 - val_loss: 9230.1328 - val_mean_absolute_error: 71.4415
Epoch 1735/5000
148/148 [==============================] - 0s 41us/step - loss: 4229.6035 - mean_absolute_error: 44.8372 - val_loss: 9227.5902 - val_mean_absolute_error: 71.4296
Epoch 1736/5000
148/148 [==============================] - 0s 27us/step - loss: 4227.7686 - mean_absolute_error: 44.8296 - val_loss: 9224.9559 - val_mean_absolute_error: 71.4175
Epoch 1737/5000
148/148 [==============================] - 0s 27us/step - loss: 4225.9492 - mean_absolute_error: 44.8222 - val_loss: 9222.3708 - val_mean_absolute_error: 71.4046
Epoch 1738/5000
148/148 [==============================] - 0s 34us/step - loss: 4224.1611 - mean_absolute_error: 44.8151 - val_loss: 9219.7428 - val_mean_absolute_error: 71.3924
Epoch 1739/5000
148/148 [==============================] - 0s 27us/step - loss: 4222.3501 - mean_absolute_error: 44.8082 - val_loss: 9217.1248 - val_mean_absolute_error: 71.3811
Epoch 1740/5000
148/148 [==============================] - 0s 27us/step - loss: 4220.5156 - mean_absolute_error: 44.8014 - val_loss: 9214.6781 - val_mean_absolute_error: 71.3697
Epoch 1741/5000
148/148 [==============================] - 0s 34us/step - loss: 4218.6982 - mean_absolute_error: 44.7946 - val_loss: 9212.0660 - val_mean_absolute_error: 71.3577
Epoch 1742/5000
148/148 [==============================] - 0s 27us/step - loss: 4216.8906 - mean_absolute_error: 44.7881 - val_loss: 9209.3325 - val_mean_absolute_error: 71.3456
Epoch 1743/5000
148/148 [==============================] - 0s 27us/step - loss: 4215.0820 - mean_absolute_error: 44.7819 - val_loss: 9206.6950 - val_mean_absolute_error: 71.3324
Epoch 1744/5000
148/148 [==============================] - 0s 34us/step - loss: 4213.2764 - mean_absolute_error: 44.7751 - val_loss: 9203.9509 - val_mean_absolute_error: 71.3194
Epoch 1745/5000
148/148 [==============================] - 0s 27us/step - loss: 4211.4805 - mean_absolute_error: 44.7685 - val_loss: 9201.1790 - val_mean_absolute_error: 71.3070
Epoch 1746/5000
148/148 [==============================] - 0s 27us/step - loss: 4209.6787 - mean_absolute_error: 44.7620 - val_loss: 9198.3923 - val_mean_absolute_error: 71.2953
Epoch 1747/5000
148/148 [==============================] - 0s 34us/step - loss: 4207.8760 - mean_absolute_error: 44.7557 - val_loss: 9195.4838 - val_mean_absolute_error: 71.2829
Epoch 1748/5000
148/148 [==============================] - 0s 27us/step - loss: 4206.0835 - mean_absolute_error: 44.7495 - val_loss: 9192.5613 - val_mean_absolute_error: 71.2702
Epoch 1749/5000
148/148 [==============================] - 0s 20us/step - loss: 4204.2773 - mean_absolute_error: 44.7430 - val_loss: 9189.6435 - val_mean_absolute_error: 71.2572
Epoch 1750/5000
148/148 [==============================] - 0s 34us/step - loss: 4202.4985 - mean_absolute_error: 44.7363 - val_loss: 9186.8077 - val_mean_absolute_error: 71.2450
Epoch 1751/5000
148/148 [==============================] - 0s 27us/step - loss: 4200.7061 - mean_absolute_error: 44.7297 - val_loss: 9184.0712 - val_mean_absolute_error: 71.2336
Epoch 1752/5000
148/148 [==============================] - 0s 27us/step - loss: 4198.9980 - mean_absolute_error: 44.7233 - val_loss: 9181.5565 - val_mean_absolute_error: 71.2214
Epoch 1753/5000
148/148 [==============================] - 0s 41us/step - loss: 4197.2051 - mean_absolute_error: 44.7163 - val_loss: 9179.2741 - val_mean_absolute_error: 71.2086
Epoch 1754/5000
148/148 [==============================] - 0s 34us/step - loss: 4195.4014 - mean_absolute_error: 44.7089 - val_loss: 9177.0258 - val_mean_absolute_error: 71.1965
Epoch 1755/5000
148/148 [==============================] - 0s 27us/step - loss: 4193.6426 - mean_absolute_error: 44.7017 - val_loss: 9174.8469 - val_mean_absolute_error: 71.1854
Epoch 1756/5000
148/148 [==============================] - 0s 41us/step - loss: 4191.8950 - mean_absolute_error: 44.6947 - val_loss: 9172.5392 - val_mean_absolute_error: 71.1742
Epoch 1757/5000
148/148 [==============================] - 0s 27us/step - loss: 4190.1431 - mean_absolute_error: 44.6879 - val_loss: 9170.0931 - val_mean_absolute_error: 71.1626
Epoch 1758/5000
148/148 [==============================] - 0s 27us/step - loss: 4188.4014 - mean_absolute_error: 44.6814 - val_loss: 9167.4606 - val_mean_absolute_error: 71.1501
Epoch 1759/5000
148/148 [==============================] - 0s 34us/step - loss: 4186.6416 - mean_absolute_error: 44.6747 - val_loss: 9164.6559 - val_mean_absolute_error: 71.1367
Epoch 1760/5000
148/148 [==============================] - 0s 27us/step - loss: 4184.8779 - mean_absolute_error: 44.6682 - val_loss: 9161.7265 - val_mean_absolute_error: 71.1230
Epoch 1761/5000
148/148 [==============================] - 0s 20us/step - loss: 4183.1069 - mean_absolute_error: 44.6617 - val_loss: 9158.7622 - val_mean_absolute_error: 71.1099
Epoch 1762/5000
148/148 [==============================] - 0s 34us/step - loss: 4181.3667 - mean_absolute_error: 44.6553 - val_loss: 9155.9088 - val_mean_absolute_error: 71.0978
Epoch 1763/5000
148/148 [==============================] - 0s 27us/step - loss: 4179.6240 - mean_absolute_error: 44.6491 - val_loss: 9153.1402 - val_mean_absolute_error: 71.0857
Epoch 1764/5000
148/148 [==============================] - 0s 27us/step - loss: 4177.8857 - mean_absolute_error: 44.6428 - val_loss: 9150.6534 - val_mean_absolute_error: 71.0730
Epoch 1765/5000
148/148 [==============================] - 0s 47us/step - loss: 4176.1528 - mean_absolute_error: 44.6361 - val_loss: 9148.2503 - val_mean_absolute_error: 71.0609
Epoch 1766/5000
148/148 [==============================] - 0s 34us/step - loss: 4174.4160 - mean_absolute_error: 44.6294 - val_loss: 9145.8824 - val_mean_absolute_error: 71.0490
Epoch 1767/5000
148/148 [==============================] - 0s 27us/step - loss: 4172.6768 - mean_absolute_error: 44.6226 - val_loss: 9143.5357 - val_mean_absolute_error: 71.0373
Epoch 1768/5000
148/148 [==============================] - 0s 41us/step - loss: 4170.9419 - mean_absolute_error: 44.6160 - val_loss: 9141.2644 - val_mean_absolute_error: 71.0264
Epoch 1769/5000
148/148 [==============================] - 0s 41us/step - loss: 4169.2178 - mean_absolute_error: 44.6095 - val_loss: 9139.2373 - val_mean_absolute_error: 71.0146
Epoch 1770/5000
148/148 [==============================] - 0s 34us/step - loss: 4167.4795 - mean_absolute_error: 44.6026 - val_loss: 9137.1647 - val_mean_absolute_error: 71.0034
Epoch 1771/5000
148/148 [==============================] - 0s 27us/step - loss: 4165.7744 - mean_absolute_error: 44.5961 - val_loss: 9134.9268 - val_mean_absolute_error: 70.9916
Epoch 1772/5000
148/148 [==============================] - 0s 27us/step - loss: 4164.0674 - mean_absolute_error: 44.5893 - val_loss: 9132.5129 - val_mean_absolute_error: 70.9792
Epoch 1773/5000
148/148 [==============================] - 0s 27us/step - loss: 4162.3672 - mean_absolute_error: 44.5825 - val_loss: 9130.0078 - val_mean_absolute_error: 70.9672
Epoch 1774/5000
148/148 [==============================] - 0s 27us/step - loss: 4160.6489 - mean_absolute_error: 44.5758 - val_loss: 9127.4261 - val_mean_absolute_error: 70.9556
Epoch 1775/5000
148/148 [==============================] - 0s 41us/step - loss: 4158.9673 - mean_absolute_error: 44.5691 - val_loss: 9125.0067 - val_mean_absolute_error: 70.9432
Epoch 1776/5000
148/148 [==============================] - 0s 34us/step - loss: 4157.2983 - mean_absolute_error: 44.5623 - val_loss: 9122.5031 - val_mean_absolute_error: 70.9307
Epoch 1777/5000
148/148 [==============================] - 0s 20us/step - loss: 4155.6265 - mean_absolute_error: 44.5556 - val_loss: 9119.9208 - val_mean_absolute_error: 70.9179
Epoch 1778/5000
148/148 [==============================] - 0s 34us/step - loss: 4153.9653 - mean_absolute_error: 44.5492 - val_loss: 9117.2939 - val_mean_absolute_error: 70.9057
Epoch 1779/5000
148/148 [==============================] - 0s 27us/step - loss: 4152.2744 - mean_absolute_error: 44.5430 - val_loss: 9114.6486 - val_mean_absolute_error: 70.8940
Epoch 1780/5000
148/148 [==============================] - 0s 27us/step - loss: 4150.6265 - mean_absolute_error: 44.5372 - val_loss: 9112.2377 - val_mean_absolute_error: 70.8819
Epoch 1781/5000
148/148 [==============================] - 0s 34us/step - loss: 4148.9326 - mean_absolute_error: 44.5307 - val_loss: 9110.0108 - val_mean_absolute_error: 70.8693
Epoch 1782/5000
148/148 [==============================] - 0s 34us/step - loss: 4147.2622 - mean_absolute_error: 44.5240 - val_loss: 9107.7745 - val_mean_absolute_error: 70.8574
Epoch 1783/5000
148/148 [==============================] - 0s 34us/step - loss: 4145.6025 - mean_absolute_error: 44.5174 - val_loss: 9105.5316 - val_mean_absolute_error: 70.8463
Epoch 1784/5000
148/148 [==============================] - 0s 27us/step - loss: 4143.9390 - mean_absolute_error: 44.5109 - val_loss: 9103.1315 - val_mean_absolute_error: 70.8347
Epoch 1785/5000
148/148 [==============================] - 0s 34us/step - loss: 4142.2837 - mean_absolute_error: 44.5045 - val_loss: 9100.5413 - val_mean_absolute_error: 70.8223
Epoch 1786/5000
148/148 [==============================] - 0s 27us/step - loss: 4140.6147 - mean_absolute_error: 44.4980 - val_loss: 9097.8299 - val_mean_absolute_error: 70.8092
Epoch 1787/5000
148/148 [==============================] - 0s 20us/step - loss: 4138.9565 - mean_absolute_error: 44.4916 - val_loss: 9095.1388 - val_mean_absolute_error: 70.7968
Epoch 1788/5000
148/148 [==============================] - 0s 34us/step - loss: 4137.2910 - mean_absolute_error: 44.4854 - val_loss: 9092.5583 - val_mean_absolute_error: 70.7847
Epoch 1789/5000
148/148 [==============================] - 0s 27us/step - loss: 4135.6328 - mean_absolute_error: 44.4790 - val_loss: 9090.0848 - val_mean_absolute_error: 70.7731
Epoch 1790/5000
148/148 [==============================] - 0s 34us/step - loss: 4133.9829 - mean_absolute_error: 44.4728 - val_loss: 9087.7786 - val_mean_absolute_error: 70.7626
Epoch 1791/5000
148/148 [==============================] - 0s 41us/step - loss: 4132.3125 - mean_absolute_error: 44.4663 - val_loss: 9085.5396 - val_mean_absolute_error: 70.7521
Epoch 1792/5000
148/148 [==============================] - 0s 34us/step - loss: 4130.6768 - mean_absolute_error: 44.4601 - val_loss: 9083.4459 - val_mean_absolute_error: 70.7405
Epoch 1793/5000
148/148 [==============================] - 0s 27us/step - loss: 4129.0137 - mean_absolute_error: 44.4531 - val_loss: 9081.4640 - val_mean_absolute_error: 70.7298
Epoch 1794/5000
148/148 [==============================] - 0s 34us/step - loss: 4127.3633 - mean_absolute_error: 44.4460 - val_loss: 9079.4563 - val_mean_absolute_error: 70.7192
Epoch 1795/5000
148/148 [==============================] - 0s 41us/step - loss: 4125.7046 - mean_absolute_error: 44.4386 - val_loss: 9077.2930 - val_mean_absolute_error: 70.7081
Epoch 1796/5000
148/148 [==============================] - 0s 47us/step - loss: 4124.0640 - mean_absolute_error: 44.4316 - val_loss: 9075.0825 - val_mean_absolute_error: 70.6973
Epoch 1797/5000
148/148 [==============================] - 0s 34us/step - loss: 4122.4150 - mean_absolute_error: 44.4248 - val_loss: 9072.7760 - val_mean_absolute_error: 70.6863
Epoch 1798/5000
148/148 [==============================] - 0s 34us/step - loss: 4120.7764 - mean_absolute_error: 44.4181 - val_loss: 9070.6314 - val_mean_absolute_error: 70.6747
Epoch 1799/5000
148/148 [==============================] - 0s 27us/step - loss: 4119.1680 - mean_absolute_error: 44.4112 - val_loss: 9068.5200 - val_mean_absolute_error: 70.6639
Epoch 1800/5000
148/148 [==============================] - 0s 27us/step - loss: 4117.5435 - mean_absolute_error: 44.4044 - val_loss: 9066.3714 - val_mean_absolute_error: 70.6534
Epoch 1801/5000
148/148 [==============================] - 0s 27us/step - loss: 4115.9028 - mean_absolute_error: 44.3978 - val_loss: 9064.1887 - val_mean_absolute_error: 70.6435
Epoch 1802/5000
148/148 [==============================] - 0s 41us/step - loss: 4114.2617 - mean_absolute_error: 44.3913 - val_loss: 9061.9875 - val_mean_absolute_error: 70.6321
Epoch 1803/5000
148/148 [==============================] - 0s 27us/step - loss: 4112.6338 - mean_absolute_error: 44.3842 - val_loss: 9059.5875 - val_mean_absolute_error: 70.6199
Epoch 1804/5000
148/148 [==============================] - 0s 27us/step - loss: 4111.0142 - mean_absolute_error: 44.3770 - val_loss: 9057.2474 - val_mean_absolute_error: 70.6085
Epoch 1805/5000
148/148 [==============================] - 0s 41us/step - loss: 4109.3843 - mean_absolute_error: 44.3699 - val_loss: 9054.9937 - val_mean_absolute_error: 70.5980
Epoch 1806/5000
148/148 [==============================] - 0s 27us/step - loss: 4107.7593 - mean_absolute_error: 44.3630 - val_loss: 9052.7216 - val_mean_absolute_error: 70.5874
Epoch 1807/5000
148/148 [==============================] - 0s 27us/step - loss: 4106.1294 - mean_absolute_error: 44.3563 - val_loss: 9050.3417 - val_mean_absolute_error: 70.5764
Epoch 1808/5000
148/148 [==============================] - 0s 27us/step - loss: 4104.5522 - mean_absolute_error: 44.3500 - val_loss: 9047.9657 - val_mean_absolute_error: 70.5639
Epoch 1809/5000
148/148 [==============================] - 0s 41us/step - loss: 4102.8770 - mean_absolute_error: 44.3428 - val_loss: 9045.4667 - val_mean_absolute_error: 70.5513
Epoch 1810/5000
148/148 [==============================] - 0s 27us/step - loss: 4101.2422 - mean_absolute_error: 44.3357 - val_loss: 9042.8674 - val_mean_absolute_error: 70.5383
Epoch 1811/5000
148/148 [==============================] - 0s 34us/step - loss: 4099.6353 - mean_absolute_error: 44.3288 - val_loss: 9040.3248 - val_mean_absolute_error: 70.5262
Epoch 1812/5000
148/148 [==============================] - 0s 27us/step - loss: 4098.0107 - mean_absolute_error: 44.3220 - val_loss: 9037.7584 - val_mean_absolute_error: 70.5144
Epoch 1813/5000
148/148 [==============================] - 0s 41us/step - loss: 4096.3818 - mean_absolute_error: 44.3150 - val_loss: 9035.3518 - val_mean_absolute_error: 70.5023
Epoch 1814/5000
148/148 [==============================] - 0s 27us/step - loss: 4094.7327 - mean_absolute_error: 44.3075 - val_loss: 9033.0129 - val_mean_absolute_error: 70.4912
Epoch 1815/5000
148/148 [==============================] - 0s 27us/step - loss: 4093.1147 - mean_absolute_error: 44.3004 - val_loss: 9030.6308 - val_mean_absolute_error: 70.4800
Epoch 1816/5000
148/148 [==============================] - 0s 34us/step - loss: 4091.5000 - mean_absolute_error: 44.2933 - val_loss: 9028.5067 - val_mean_absolute_error: 70.4682
Epoch 1817/5000
148/148 [==============================] - 0s 34us/step - loss: 4089.8699 - mean_absolute_error: 44.2858 - val_loss: 9026.2872 - val_mean_absolute_error: 70.4564
Epoch 1818/5000
148/148 [==============================] - 0s 27us/step - loss: 4088.2493 - mean_absolute_error: 44.2784 - val_loss: 9023.9442 - val_mean_absolute_error: 70.4445
Epoch 1819/5000
148/148 [==============================] - 0s 27us/step - loss: 4086.6360 - mean_absolute_error: 44.2713 - val_loss: 9021.5925 - val_mean_absolute_error: 70.4334
Epoch 1820/5000
148/148 [==============================] - 0s 27us/step - loss: 4085.0156 - mean_absolute_error: 44.2642 - val_loss: 9019.1538 - val_mean_absolute_error: 70.4222
Epoch 1821/5000
148/148 [==============================] - 0s 34us/step - loss: 4083.3911 - mean_absolute_error: 44.2569 - val_loss: 9016.5456 - val_mean_absolute_error: 70.4100
Epoch 1822/5000
148/148 [==============================] - 0s 27us/step - loss: 4081.7661 - mean_absolute_error: 44.2495 - val_loss: 9013.8286 - val_mean_absolute_error: 70.3972
Epoch 1823/5000
148/148 [==============================] - 0s 27us/step - loss: 4080.1382 - mean_absolute_error: 44.2422 - val_loss: 9011.0455 - val_mean_absolute_error: 70.3842
Epoch 1824/5000
148/148 [==============================] - 0s 34us/step - loss: 4078.5295 - mean_absolute_error: 44.2352 - val_loss: 9008.2883 - val_mean_absolute_error: 70.3717
Epoch 1825/5000
148/148 [==============================] - 0s 27us/step - loss: 4076.9016 - mean_absolute_error: 44.2282 - val_loss: 9005.7089 - val_mean_absolute_error: 70.3603
Epoch 1826/5000
148/148 [==============================] - 0s 34us/step - loss: 4075.3628 - mean_absolute_error: 44.2214 - val_loss: 9003.4293 - val_mean_absolute_error: 70.3485
Epoch 1827/5000
148/148 [==============================] - 0s 34us/step - loss: 4073.7195 - mean_absolute_error: 44.2136 - val_loss: 9001.4289 - val_mean_absolute_error: 70.3362
Epoch 1828/5000
148/148 [==============================] - 0s 27us/step - loss: 4072.0693 - mean_absolute_error: 44.2054 - val_loss: 8999.4543 - val_mean_absolute_error: 70.3250
Epoch 1829/5000
148/148 [==============================] - 0s 34us/step - loss: 4070.4775 - mean_absolute_error: 44.1976 - val_loss: 8997.4611 - val_mean_absolute_error: 70.3145
Epoch 1830/5000
148/148 [==============================] - 0s 20us/step - loss: 4068.8542 - mean_absolute_error: 44.1900 - val_loss: 8995.3965 - val_mean_absolute_error: 70.3042
Epoch 1831/5000
148/148 [==============================] - 0s 27us/step - loss: 4067.2778 - mean_absolute_error: 44.1828 - val_loss: 8993.0951 - val_mean_absolute_error: 70.2929
Epoch 1832/5000
148/148 [==============================] - 0s 41us/step - loss: 4065.6914 - mean_absolute_error: 44.1755 - val_loss: 8990.5946 - val_mean_absolute_error: 70.2803
Epoch 1833/5000
148/148 [==============================] - 0s 27us/step - loss: 4064.0874 - mean_absolute_error: 44.1680 - val_loss: 8987.9758 - val_mean_absolute_error: 70.2670
Epoch 1834/5000
148/148 [==============================] - 0s 27us/step - loss: 4062.4695 - mean_absolute_error: 44.1603 - val_loss: 8985.2203 - val_mean_absolute_error: 70.2531
Epoch 1835/5000
148/148 [==============================] - 0s 27us/step - loss: 4060.8569 - mean_absolute_error: 44.1524 - val_loss: 8982.4389 - val_mean_absolute_error: 70.2391
Epoch 1836/5000
148/148 [==============================] - 0s 27us/step - loss: 4059.2478 - mean_absolute_error: 44.1448 - val_loss: 8979.6277 - val_mean_absolute_error: 70.2252
Epoch 1837/5000
148/148 [==============================] - 0s 41us/step - loss: 4057.6575 - mean_absolute_error: 44.1374 - val_loss: 8976.8456 - val_mean_absolute_error: 70.2120
Epoch 1838/5000
148/148 [==============================] - 0s 41us/step - loss: 4056.0740 - mean_absolute_error: 44.1302 - val_loss: 8974.2944 - val_mean_absolute_error: 70.1991
Epoch 1839/5000
148/148 [==============================] - 0s 27us/step - loss: 4054.4768 - mean_absolute_error: 44.1228 - val_loss: 8972.0265 - val_mean_absolute_error: 70.1867
Epoch 1840/5000
148/148 [==============================] - 0s 34us/step - loss: 4052.8796 - mean_absolute_error: 44.1152 - val_loss: 8969.7654 - val_mean_absolute_error: 70.1745
Epoch 1841/5000
148/148 [==============================] - 0s 27us/step - loss: 4051.2800 - mean_absolute_error: 44.1077 - val_loss: 8967.4526 - val_mean_absolute_error: 70.1626
Epoch 1842/5000
148/148 [==============================] - 0s 41us/step - loss: 4049.7002 - mean_absolute_error: 44.1004 - val_loss: 8965.0782 - val_mean_absolute_error: 70.1505
Epoch 1843/5000
148/148 [==============================] - 0s 41us/step - loss: 4048.1123 - mean_absolute_error: 44.0930 - val_loss: 8962.6206 - val_mean_absolute_error: 70.1382
Epoch 1844/5000
148/148 [==============================] - 0s 27us/step - loss: 4046.5383 - mean_absolute_error: 44.0859 - val_loss: 8960.0565 - val_mean_absolute_error: 70.1255
Epoch 1845/5000
148/148 [==============================] - 0s 27us/step - loss: 4044.9768 - mean_absolute_error: 44.0787 - val_loss: 8957.5801 - val_mean_absolute_error: 70.1117
Epoch 1846/5000
148/148 [==============================] - 0s 34us/step - loss: 4043.3496 - mean_absolute_error: 44.0710 - val_loss: 8955.0202 - val_mean_absolute_error: 70.0984
Epoch 1847/5000
148/148 [==============================] - 0s 27us/step - loss: 4041.7617 - mean_absolute_error: 44.0638 - val_loss: 8952.4210 - val_mean_absolute_error: 70.0850
Epoch 1848/5000
148/148 [==============================] - 0s 34us/step - loss: 4040.2124 - mean_absolute_error: 44.0569 - val_loss: 8949.8701 - val_mean_absolute_error: 70.0725
Epoch 1849/5000
148/148 [==============================] - 0s 27us/step - loss: 4038.6367 - mean_absolute_error: 44.0498 - val_loss: 8947.3359 - val_mean_absolute_error: 70.0606
Epoch 1850/5000
148/148 [==============================] - 0s 27us/step - loss: 4037.0435 - mean_absolute_error: 44.0427 - val_loss: 8944.8709 - val_mean_absolute_error: 70.0497
Epoch 1851/5000
148/148 [==============================] - 0s 27us/step - loss: 4035.4595 - mean_absolute_error: 44.0357 - val_loss: 8942.3807 - val_mean_absolute_error: 70.0390
Epoch 1852/5000
148/148 [==============================] - 0s 34us/step - loss: 4033.9370 - mean_absolute_error: 44.0286 - val_loss: 8939.9438 - val_mean_absolute_error: 70.0269
Epoch 1853/5000
148/148 [==============================] - 0s 20us/step - loss: 4032.3472 - mean_absolute_error: 44.0210 - val_loss: 8937.5254 - val_mean_absolute_error: 70.0135
Epoch 1854/5000
148/148 [==============================] - 0s 27us/step - loss: 4030.7429 - mean_absolute_error: 44.0130 - val_loss: 8935.0307 - val_mean_absolute_error: 70.0001
Epoch 1855/5000
148/148 [==============================] - 0s 41us/step - loss: 4029.2124 - mean_absolute_error: 44.0056 - val_loss: 8932.5647 - val_mean_absolute_error: 69.9878
Epoch 1856/5000
148/148 [==============================] - 0s 27us/step - loss: 4027.6626 - mean_absolute_error: 43.9984 - val_loss: 8930.1649 - val_mean_absolute_error: 69.9764
Epoch 1857/5000
148/148 [==============================] - 0s 27us/step - loss: 4026.0833 - mean_absolute_error: 43.9910 - val_loss: 8927.6730 - val_mean_absolute_error: 69.9655
Epoch 1858/5000
148/148 [==============================] - 0s 27us/step - loss: 4024.5029 - mean_absolute_error: 43.9836 - val_loss: 8924.8988 - val_mean_absolute_error: 69.9544
Epoch 1859/5000
148/148 [==============================] - 0s 40us/step - loss: 4022.9473 - mean_absolute_error: 43.9765 - val_loss: 8922.1181 - val_mean_absolute_error: 69.9432
Epoch 1860/5000
148/148 [==============================] - 0s 34us/step - loss: 4021.3784 - mean_absolute_error: 43.9693 - val_loss: 8919.2705 - val_mean_absolute_error: 69.9317
Epoch 1861/5000
148/148 [==============================] - 0s 34us/step - loss: 4019.8118 - mean_absolute_error: 43.9620 - val_loss: 8916.2867 - val_mean_absolute_error: 69.9191
Epoch 1862/5000
148/148 [==============================] - 0s 27us/step - loss: 4018.2351 - mean_absolute_error: 43.9547 - val_loss: 8913.2511 - val_mean_absolute_error: 69.9061
Epoch 1863/5000
148/148 [==============================] - 0s 27us/step - loss: 4016.6562 - mean_absolute_error: 43.9475 - val_loss: 8910.2323 - val_mean_absolute_error: 69.8932
Epoch 1864/5000
148/148 [==============================] - 0s 27us/step - loss: 4015.1267 - mean_absolute_error: 43.9408 - val_loss: 8907.4778 - val_mean_absolute_error: 69.8809
Epoch 1865/5000
148/148 [==============================] - 0s 27us/step - loss: 4013.5713 - mean_absolute_error: 43.9336 - val_loss: 8904.9807 - val_mean_absolute_error: 69.8690
Epoch 1866/5000
148/148 [==============================] - 0s 41us/step - loss: 4012.0354 - mean_absolute_error: 43.9263 - val_loss: 8902.5697 - val_mean_absolute_error: 69.8583
Epoch 1867/5000
148/148 [==============================] - 0s 34us/step - loss: 4010.4790 - mean_absolute_error: 43.9189 - val_loss: 8900.1665 - val_mean_absolute_error: 69.8481
Epoch 1868/5000
148/148 [==============================] - 0s 27us/step - loss: 4008.9104 - mean_absolute_error: 43.9116 - val_loss: 8897.6357 - val_mean_absolute_error: 69.8375
Epoch 1869/5000
148/148 [==============================] - 0s 27us/step - loss: 4007.3508 - mean_absolute_error: 43.9042 - val_loss: 8894.8932 - val_mean_absolute_error: 69.8257
Epoch 1870/5000
148/148 [==============================] - 0s 34us/step - loss: 4005.8118 - mean_absolute_error: 43.8968 - val_loss: 8891.9935 - val_mean_absolute_error: 69.8129
Epoch 1871/5000
148/148 [==============================] - 0s 34us/step - loss: 4004.2603 - mean_absolute_error: 43.8892 - val_loss: 8889.1138 - val_mean_absolute_error: 69.8005
Epoch 1872/5000
148/148 [==============================] - 0s 27us/step - loss: 4002.7107 - mean_absolute_error: 43.8819 - val_loss: 8886.2782 - val_mean_absolute_error: 69.7884
Epoch 1873/5000
148/148 [==============================] - 0s 27us/step - loss: 4001.1794 - mean_absolute_error: 43.8748 - val_loss: 8883.6759 - val_mean_absolute_error: 69.7764
Epoch 1874/5000
148/148 [==============================] - 0s 27us/step - loss: 3999.6399 - mean_absolute_error: 43.8674 - val_loss: 8881.1389 - val_mean_absolute_error: 69.7652
Epoch 1875/5000
148/148 [==============================] - 0s 27us/step - loss: 3998.1094 - mean_absolute_error: 43.8602 - val_loss: 8878.6367 - val_mean_absolute_error: 69.7545
Epoch 1876/5000
148/148 [==============================] - 0s 27us/step - loss: 3996.5544 - mean_absolute_error: 43.8529 - val_loss: 8876.1503 - val_mean_absolute_error: 69.7442
Epoch 1877/5000
148/148 [==============================] - 0s 41us/step - loss: 3995.0012 - mean_absolute_error: 43.8458 - val_loss: 8873.8786 - val_mean_absolute_error: 69.7340
Epoch 1878/5000
148/148 [==============================] - 0s 34us/step - loss: 3993.4434 - mean_absolute_error: 43.8384 - val_loss: 8871.6786 - val_mean_absolute_error: 69.7229
Epoch 1879/5000
148/148 [==============================] - 0s 27us/step - loss: 3991.9033 - mean_absolute_error: 43.8310 - val_loss: 8869.3534 - val_mean_absolute_error: 69.7115
Epoch 1880/5000
148/148 [==============================] - 0s 27us/step - loss: 3990.3831 - mean_absolute_error: 43.8237 - val_loss: 8866.9029 - val_mean_absolute_error: 69.6998
Epoch 1881/5000
148/148 [==============================] - 0s 27us/step - loss: 3988.8455 - mean_absolute_error: 43.8163 - val_loss: 8864.3201 - val_mean_absolute_error: 69.6874
Epoch 1882/5000
148/148 [==============================] - 0s 34us/step - loss: 3987.2993 - mean_absolute_error: 43.8087 - val_loss: 8861.7122 - val_mean_absolute_error: 69.6751
Epoch 1883/5000
148/148 [==============================] - 0s 27us/step - loss: 3985.7449 - mean_absolute_error: 43.8009 - val_loss: 8859.0884 - val_mean_absolute_error: 69.6628
Epoch 1884/5000
148/148 [==============================] - 0s 34us/step - loss: 3984.2039 - mean_absolute_error: 43.7936 - val_loss: 8856.5677 - val_mean_absolute_error: 69.6516
Epoch 1885/5000
148/148 [==============================] - 0s 27us/step - loss: 3982.6541 - mean_absolute_error: 43.7863 - val_loss: 8854.0001 - val_mean_absolute_error: 69.6405
Epoch 1886/5000
148/148 [==============================] - 0s 27us/step - loss: 3981.1023 - mean_absolute_error: 43.7792 - val_loss: 8851.3483 - val_mean_absolute_error: 69.6289
Epoch 1887/5000
148/148 [==============================] - 0s 34us/step - loss: 3979.5393 - mean_absolute_error: 43.7723 - val_loss: 8848.6160 - val_mean_absolute_error: 69.6170
Epoch 1888/5000
148/148 [==============================] - 0s 27us/step - loss: 3977.9648 - mean_absolute_error: 43.7654 - val_loss: 8845.8839 - val_mean_absolute_error: 69.6052
Epoch 1889/5000
148/148 [==============================] - 0s 27us/step - loss: 3976.4084 - mean_absolute_error: 43.7587 - val_loss: 8843.1396 - val_mean_absolute_error: 69.5934
Epoch 1890/5000
148/148 [==============================] - 0s 27us/step - loss: 3974.8491 - mean_absolute_error: 43.7524 - val_loss: 8840.3545 - val_mean_absolute_error: 69.5816
Epoch 1891/5000
148/148 [==============================] - 0s 27us/step - loss: 3973.3425 - mean_absolute_error: 43.7464 - val_loss: 8837.6955 - val_mean_absolute_error: 69.5689
Epoch 1892/5000
148/148 [==============================] - 0s 20us/step - loss: 3971.7917 - mean_absolute_error: 43.7401 - val_loss: 8835.1224 - val_mean_absolute_error: 69.5553
Epoch 1893/5000
148/148 [==============================] - 0s 41us/step - loss: 3970.2053 - mean_absolute_error: 43.7337 - val_loss: 8832.6100 - val_mean_absolute_error: 69.5429
Epoch 1894/5000
148/148 [==============================] - 0s 27us/step - loss: 3968.6650 - mean_absolute_error: 43.7274 - val_loss: 8830.1558 - val_mean_absolute_error: 69.5315
Epoch 1895/5000
148/148 [==============================] - 0s 27us/step - loss: 3967.1006 - mean_absolute_error: 43.7208 - val_loss: 8827.6905 - val_mean_absolute_error: 69.5202
Epoch 1896/5000
148/148 [==============================] - 0s 27us/step - loss: 3965.5718 - mean_absolute_error: 43.7142 - val_loss: 8825.1633 - val_mean_absolute_error: 69.5088
Epoch 1897/5000
148/148 [==============================] - 0s 20us/step - loss: 3964.0427 - mean_absolute_error: 43.7075 - val_loss: 8822.5097 - val_mean_absolute_error: 69.4967
Epoch 1898/5000
148/148 [==============================] - 0s 27us/step - loss: 3962.4912 - mean_absolute_error: 43.7008 - val_loss: 8819.7633 - val_mean_absolute_error: 69.4843
Epoch 1899/5000
148/148 [==============================] - 0s 27us/step - loss: 3960.9346 - mean_absolute_error: 43.6942 - val_loss: 8817.1695 - val_mean_absolute_error: 69.4714
Epoch 1900/5000
148/148 [==============================] - 0s 34us/step - loss: 3959.3779 - mean_absolute_error: 43.6873 - val_loss: 8814.5988 - val_mean_absolute_error: 69.4592
Epoch 1901/5000
148/148 [==============================] - 0s 27us/step - loss: 3957.8037 - mean_absolute_error: 43.6802 - val_loss: 8812.0172 - val_mean_absolute_error: 69.4473
Epoch 1902/5000
148/148 [==============================] - 0s 27us/step - loss: 3956.2778 - mean_absolute_error: 43.6732 - val_loss: 8809.4028 - val_mean_absolute_error: 69.4359
Epoch 1903/5000
148/148 [==============================] - 0s 34us/step - loss: 3954.8020 - mean_absolute_error: 43.6663 - val_loss: 8806.8223 - val_mean_absolute_error: 69.4234
Epoch 1904/5000
148/148 [==============================] - 0s 41us/step - loss: 3953.2639 - mean_absolute_error: 43.6588 - val_loss: 8804.1680 - val_mean_absolute_error: 69.4106
Epoch 1905/5000
148/148 [==============================] - 0s 34us/step - loss: 3951.7664 - mean_absolute_error: 43.6516 - val_loss: 8801.4828 - val_mean_absolute_error: 69.3975
Epoch 1906/5000
148/148 [==============================] - 0s 20us/step - loss: 3950.2708 - mean_absolute_error: 43.6447 - val_loss: 8798.8340 - val_mean_absolute_error: 69.3852
Epoch 1907/5000
148/148 [==============================] - 0s 27us/step - loss: 3948.7651 - mean_absolute_error: 43.6380 - val_loss: 8796.2387 - val_mean_absolute_error: 69.3735
Epoch 1908/5000
148/148 [==============================] - 0s 27us/step - loss: 3947.2559 - mean_absolute_error: 43.6313 - val_loss: 8793.5733 - val_mean_absolute_error: 69.3615
Epoch 1909/5000
148/148 [==============================] - 0s 27us/step - loss: 3945.7437 - mean_absolute_error: 43.6249 - val_loss: 8790.8332 - val_mean_absolute_error: 69.3492
Epoch 1910/5000
148/148 [==============================] - 0s 27us/step - loss: 3944.2559 - mean_absolute_error: 43.6186 - val_loss: 8788.2472 - val_mean_absolute_error: 69.3360
Epoch 1911/5000
148/148 [==============================] - 0s 34us/step - loss: 3942.7366 - mean_absolute_error: 43.6118 - val_loss: 8785.6285 - val_mean_absolute_error: 69.3231
Epoch 1912/5000
148/148 [==============================] - 0s 34us/step - loss: 3941.2449 - mean_absolute_error: 43.6048 - val_loss: 8783.0298 - val_mean_absolute_error: 69.3105
Epoch 1913/5000
148/148 [==============================] - 0s 27us/step - loss: 3939.7576 - mean_absolute_error: 43.5980 - val_loss: 8780.4844 - val_mean_absolute_error: 69.2986
Epoch 1914/5000
148/148 [==============================] - 0s 27us/step - loss: 3938.2483 - mean_absolute_error: 43.5910 - val_loss: 8777.9516 - val_mean_absolute_error: 69.2873
Epoch 1915/5000
148/148 [==============================] - 0s 41us/step - loss: 3936.8086 - mean_absolute_error: 43.5844 - val_loss: 8775.4885 - val_mean_absolute_error: 69.2750
Epoch 1916/5000
148/148 [==============================] - 0s 34us/step - loss: 3935.2881 - mean_absolute_error: 43.5770 - val_loss: 8773.1937 - val_mean_absolute_error: 69.2622
Epoch 1917/5000
148/148 [==============================] - 0s 34us/step - loss: 3933.8037 - mean_absolute_error: 43.5698 - val_loss: 8770.9312 - val_mean_absolute_error: 69.2504
Epoch 1918/5000
148/148 [==============================] - 0s 27us/step - loss: 3932.3472 - mean_absolute_error: 43.5626 - val_loss: 8768.6183 - val_mean_absolute_error: 69.2387
Epoch 1919/5000
148/148 [==============================] - 0s 27us/step - loss: 3930.8635 - mean_absolute_error: 43.5556 - val_loss: 8766.2909 - val_mean_absolute_error: 69.2273
Epoch 1920/5000
148/148 [==============================] - 0s 27us/step - loss: 3929.3745 - mean_absolute_error: 43.5485 - val_loss: 8763.8445 - val_mean_absolute_error: 69.2154
Epoch 1921/5000
148/148 [==============================] - 0s 34us/step - loss: 3927.8882 - mean_absolute_error: 43.5417 - val_loss: 8761.3619 - val_mean_absolute_error: 69.2038
Epoch 1922/5000
148/148 [==============================] - 0s 34us/step - loss: 3926.4016 - mean_absolute_error: 43.5348 - val_loss: 8758.7772 - val_mean_absolute_error: 69.1916
Epoch 1923/5000
148/148 [==============================] - 0s 27us/step - loss: 3924.8970 - mean_absolute_error: 43.5276 - val_loss: 8756.0447 - val_mean_absolute_error: 69.1786
Epoch 1924/5000
148/148 [==============================] - 0s 34us/step - loss: 3923.3796 - mean_absolute_error: 43.5203 - val_loss: 8753.1944 - val_mean_absolute_error: 69.1650
Epoch 1925/5000
148/148 [==============================] - 0s 20us/step - loss: 3921.9097 - mean_absolute_error: 43.5134 - val_loss: 8750.3126 - val_mean_absolute_error: 69.1517
Epoch 1926/5000
148/148 [==============================] - 0s 27us/step - loss: 3920.4177 - mean_absolute_error: 43.5064 - val_loss: 8747.3942 - val_mean_absolute_error: 69.1385
Epoch 1927/5000
148/148 [==============================] - 0s 41us/step - loss: 3918.9177 - mean_absolute_error: 43.4996 - val_loss: 8744.3576 - val_mean_absolute_error: 69.1250
Epoch 1928/5000
148/148 [==============================] - 0s 27us/step - loss: 3917.4919 - mean_absolute_error: 43.4929 - val_loss: 8741.4049 - val_mean_absolute_error: 69.1107
Epoch 1929/5000
148/148 [==============================] - 0s 27us/step - loss: 3916.0085 - mean_absolute_error: 43.4856 - val_loss: 8738.6682 - val_mean_absolute_error: 69.0964
Epoch 1930/5000
148/148 [==============================] - 0s 27us/step - loss: 3914.4912 - mean_absolute_error: 43.4781 - val_loss: 8736.1144 - val_mean_absolute_error: 69.0823
Epoch 1931/5000
148/148 [==============================] - 0s 27us/step - loss: 3912.9746 - mean_absolute_error: 43.4704 - val_loss: 8733.5958 - val_mean_absolute_error: 69.0690
Epoch 1932/5000
148/148 [==============================] - 0s 20us/step - loss: 3911.4941 - mean_absolute_error: 43.4629 - val_loss: 8730.9933 - val_mean_absolute_error: 69.0558
Epoch 1933/5000
148/148 [==============================] - 0s 34us/step - loss: 3910.0071 - mean_absolute_error: 43.4553 - val_loss: 8728.2453 - val_mean_absolute_error: 69.0420
Epoch 1934/5000
148/148 [==============================] - 0s 34us/step - loss: 3908.5342 - mean_absolute_error: 43.4483 - val_loss: 8725.3721 - val_mean_absolute_error: 69.0278
Epoch 1935/5000
148/148 [==============================] - 0s 27us/step - loss: 3907.0647 - mean_absolute_error: 43.4415 - val_loss: 8722.3201 - val_mean_absolute_error: 69.0136
Epoch 1936/5000
148/148 [==============================] - 0s 27us/step - loss: 3905.5630 - mean_absolute_error: 43.4343 - val_loss: 8719.1272 - val_mean_absolute_error: 68.9984
Epoch 1937/5000
148/148 [==============================] - 0s 27us/step - loss: 3904.0815 - mean_absolute_error: 43.4270 - val_loss: 8716.0047 - val_mean_absolute_error: 68.9841
Epoch 1938/5000
148/148 [==============================] - 0s 27us/step - loss: 3902.6023 - mean_absolute_error: 43.4200 - val_loss: 8712.9266 - val_mean_absolute_error: 68.9706
Epoch 1939/5000
148/148 [==============================] - 0s 41us/step - loss: 3901.1221 - mean_absolute_error: 43.4131 - val_loss: 8710.0442 - val_mean_absolute_error: 68.9568
Epoch 1940/5000
148/148 [==============================] - 0s 20us/step - loss: 3899.6487 - mean_absolute_error: 43.4058 - val_loss: 8707.3296 - val_mean_absolute_error: 68.9427
Epoch 1941/5000
148/148 [==============================] - 0s 27us/step - loss: 3898.1660 - mean_absolute_error: 43.3985 - val_loss: 8704.6083 - val_mean_absolute_error: 68.9292
Epoch 1942/5000
148/148 [==============================] - 0s 34us/step - loss: 3896.6951 - mean_absolute_error: 43.3914 - val_loss: 8701.7755 - val_mean_absolute_error: 68.9157
Epoch 1943/5000
148/148 [==============================] - 0s 27us/step - loss: 3895.2239 - mean_absolute_error: 43.3844 - val_loss: 8698.8342 - val_mean_absolute_error: 68.9016
Epoch 1944/5000
148/148 [==============================] - 0s 27us/step - loss: 3893.7407 - mean_absolute_error: 43.3772 - val_loss: 8695.7990 - val_mean_absolute_error: 68.8874
Epoch 1945/5000
148/148 [==============================] - 0s 27us/step - loss: 3892.2656 - mean_absolute_error: 43.3698 - val_loss: 8692.7870 - val_mean_absolute_error: 68.8730
Epoch 1946/5000
148/148 [==============================] - 0s 27us/step - loss: 3890.7727 - mean_absolute_error: 43.3625 - val_loss: 8689.7923 - val_mean_absolute_error: 68.8591
Epoch 1947/5000
148/148 [==============================] - 0s 34us/step - loss: 3889.3323 - mean_absolute_error: 43.3555 - val_loss: 8686.8921 - val_mean_absolute_error: 68.8445
Epoch 1948/5000
148/148 [==============================] - 0s 41us/step - loss: 3887.8484 - mean_absolute_error: 43.3480 - val_loss: 8684.1693 - val_mean_absolute_error: 68.8297
Epoch 1949/5000
148/148 [==============================] - 0s 27us/step - loss: 3886.3774 - mean_absolute_error: 43.3404 - val_loss: 8681.4816 - val_mean_absolute_error: 68.8158
Epoch 1950/5000
148/148 [==============================] - 0s 27us/step - loss: 3884.9131 - mean_absolute_error: 43.3330 - val_loss: 8678.8155 - val_mean_absolute_error: 68.8026
Epoch 1951/5000
148/148 [==============================] - 0s 27us/step - loss: 3883.4211 - mean_absolute_error: 43.3256 - val_loss: 8676.1736 - val_mean_absolute_error: 68.7901
Epoch 1952/5000
148/148 [==============================] - 0s 34us/step - loss: 3881.9553 - mean_absolute_error: 43.3183 - val_loss: 8673.4690 - val_mean_absolute_error: 68.7774
Epoch 1953/5000
148/148 [==============================] - 0s 27us/step - loss: 3880.5115 - mean_absolute_error: 43.3112 - val_loss: 8670.7610 - val_mean_absolute_error: 68.7632
Epoch 1954/5000
148/148 [==============================] - 0s 34us/step - loss: 3879.0439 - mean_absolute_error: 43.3036 - val_loss: 8667.8421 - val_mean_absolute_error: 68.7480
Epoch 1955/5000
148/148 [==============================] - 0s 27us/step - loss: 3877.5613 - mean_absolute_error: 43.2957 - val_loss: 8664.9122 - val_mean_absolute_error: 68.7335
Epoch 1956/5000
148/148 [==============================] - 0s 27us/step - loss: 3876.1157 - mean_absolute_error: 43.2883 - val_loss: 8662.0178 - val_mean_absolute_error: 68.7198
Epoch 1957/5000
148/148 [==============================] - 0s 34us/step - loss: 3874.6604 - mean_absolute_error: 43.2812 - val_loss: 8659.2883 - val_mean_absolute_error: 68.7074
Epoch 1958/5000
148/148 [==============================] - 0s 27us/step - loss: 3873.1980 - mean_absolute_error: 43.2743 - val_loss: 8656.6414 - val_mean_absolute_error: 68.6960
Epoch 1959/5000
148/148 [==============================] - 0s 27us/step - loss: 3871.7778 - mean_absolute_error: 43.2676 - val_loss: 8654.1455 - val_mean_absolute_error: 68.6836
Epoch 1960/5000
148/148 [==============================] - 0s 34us/step - loss: 3870.2859 - mean_absolute_error: 43.2599 - val_loss: 8651.6498 - val_mean_absolute_error: 68.6714
Epoch 1961/5000
148/148 [==============================] - 0s 27us/step - loss: 3868.8403 - mean_absolute_error: 43.2526 - val_loss: 8649.2471 - val_mean_absolute_error: 68.6600
Epoch 1962/5000
148/148 [==============================] - 0s 41us/step - loss: 3867.3948 - mean_absolute_error: 43.2454 - val_loss: 8646.8041 - val_mean_absolute_error: 68.6490
Epoch 1963/5000
148/148 [==============================] - 0s 34us/step - loss: 3865.9543 - mean_absolute_error: 43.2384 - val_loss: 8644.4459 - val_mean_absolute_error: 68.6369
Epoch 1964/5000
148/148 [==============================] - 0s 27us/step - loss: 3864.4932 - mean_absolute_error: 43.2311 - val_loss: 8642.0555 - val_mean_absolute_error: 68.6252
Epoch 1965/5000
148/148 [==============================] - 0s 27us/step - loss: 3863.0337 - mean_absolute_error: 43.2240 - val_loss: 8639.6590 - val_mean_absolute_error: 68.6138
Epoch 1966/5000
148/148 [==============================] - 0s 34us/step - loss: 3861.5764 - mean_absolute_error: 43.2170 - val_loss: 8637.0818 - val_mean_absolute_error: 68.6014
Epoch 1967/5000
148/148 [==============================] - 0s 41us/step - loss: 3860.1414 - mean_absolute_error: 43.2099 - val_loss: 8634.5898 - val_mean_absolute_error: 68.5883
Epoch 1968/5000
148/148 [==============================] - 0s 27us/step - loss: 3858.7297 - mean_absolute_error: 43.2025 - val_loss: 8632.1409 - val_mean_absolute_error: 68.5760
Epoch 1969/5000
148/148 [==============================] - 0s 34us/step - loss: 3857.3132 - mean_absolute_error: 43.1954 - val_loss: 8629.7723 - val_mean_absolute_error: 68.5648
Epoch 1970/5000
148/148 [==============================] - 0s 34us/step - loss: 3855.8831 - mean_absolute_error: 43.1882 - val_loss: 8627.3765 - val_mean_absolute_error: 68.5535
Epoch 1971/5000
148/148 [==============================] - 0s 27us/step - loss: 3854.4543 - mean_absolute_error: 43.1811 - val_loss: 8624.8476 - val_mean_absolute_error: 68.5416
Epoch 1972/5000
148/148 [==============================] - 0s 34us/step - loss: 3853.0544 - mean_absolute_error: 43.1742 - val_loss: 8622.4476 - val_mean_absolute_error: 68.5291
Epoch 1973/5000
148/148 [==============================] - 0s 41us/step - loss: 3851.6165 - mean_absolute_error: 43.1670 - val_loss: 8620.1008 - val_mean_absolute_error: 68.5159
Epoch 1974/5000
148/148 [==============================] - 0s 34us/step - loss: 3850.2322 - mean_absolute_error: 43.1596 - val_loss: 8617.8028 - val_mean_absolute_error: 68.5036
Epoch 1975/5000
148/148 [==============================] - 0s 34us/step - loss: 3848.8379 - mean_absolute_error: 43.1524 - val_loss: 8615.5403 - val_mean_absolute_error: 68.4920
Epoch 1976/5000
148/148 [==============================] - 0s 27us/step - loss: 3847.4304 - mean_absolute_error: 43.1452 - val_loss: 8613.2599 - val_mean_absolute_error: 68.4806
Epoch 1977/5000
148/148 [==============================] - 0s 34us/step - loss: 3846.0132 - mean_absolute_error: 43.1380 - val_loss: 8610.8108 - val_mean_absolute_error: 68.4689
Epoch 1978/5000
148/148 [==============================] - 0s 27us/step - loss: 3844.6069 - mean_absolute_error: 43.1307 - val_loss: 8608.1235 - val_mean_absolute_error: 68.4560
Epoch 1979/5000
148/148 [==============================] - 0s 20us/step - loss: 3843.1897 - mean_absolute_error: 43.1233 - val_loss: 8605.3013 - val_mean_absolute_error: 68.4426
Epoch 1980/5000
148/148 [==============================] - 0s 34us/step - loss: 3841.7732 - mean_absolute_error: 43.1158 - val_loss: 8602.4876 - val_mean_absolute_error: 68.4294
Epoch 1981/5000
148/148 [==============================] - 0s 34us/step - loss: 3840.3477 - mean_absolute_error: 43.1083 - val_loss: 8599.6677 - val_mean_absolute_error: 68.4163
Epoch 1982/5000
148/148 [==============================] - 0s 27us/step - loss: 3838.9746 - mean_absolute_error: 43.1011 - val_loss: 8597.0919 - val_mean_absolute_error: 68.4034
Epoch 1983/5000
148/148 [==============================] - 0s 27us/step - loss: 3837.5710 - mean_absolute_error: 43.0936 - val_loss: 8594.7751 - val_mean_absolute_error: 68.3907
Epoch 1984/5000
148/148 [==============================] - 0s 34us/step - loss: 3836.1892 - mean_absolute_error: 43.0859 - val_loss: 8592.5906 - val_mean_absolute_error: 68.3792
Epoch 1985/5000
148/148 [==============================] - 0s 34us/step - loss: 3834.7981 - mean_absolute_error: 43.0783 - val_loss: 8590.4534 - val_mean_absolute_error: 68.3685
Epoch 1986/5000
148/148 [==============================] - 0s 27us/step - loss: 3833.3918 - mean_absolute_error: 43.0711 - val_loss: 8588.3045 - val_mean_absolute_error: 68.3583
Epoch 1987/5000
148/148 [==============================] - 0s 27us/step - loss: 3831.9722 - mean_absolute_error: 43.0640 - val_loss: 8586.0829 - val_mean_absolute_error: 68.3481
Epoch 1988/5000
148/148 [==============================] - 0s 27us/step - loss: 3830.5393 - mean_absolute_error: 43.0570 - val_loss: 8583.8724 - val_mean_absolute_error: 68.3382
Epoch 1989/5000
148/148 [==============================] - 0s 34us/step - loss: 3829.1377 - mean_absolute_error: 43.0501 - val_loss: 8581.8276 - val_mean_absolute_error: 68.3279
Epoch 1990/5000
148/148 [==============================] - 0s 34us/step - loss: 3827.7656 - mean_absolute_error: 43.0428 - val_loss: 8579.7614 - val_mean_absolute_error: 68.3162
Epoch 1991/5000
148/148 [==============================] - 0s 27us/step - loss: 3826.3257 - mean_absolute_error: 43.0345 - val_loss: 8577.6654 - val_mean_absolute_error: 68.3044
Epoch 1992/5000
148/148 [==============================] - 0s 34us/step - loss: 3824.9509 - mean_absolute_error: 43.0266 - val_loss: 8575.6083 - val_mean_absolute_error: 68.2933
Epoch 1993/5000
148/148 [==============================] - 0s 27us/step - loss: 3823.5684 - mean_absolute_error: 43.0188 - val_loss: 8573.5325 - val_mean_absolute_error: 68.2826
Epoch 1994/5000
148/148 [==============================] - 0s 27us/step - loss: 3822.1631 - mean_absolute_error: 43.0112 - val_loss: 8571.4009 - val_mean_absolute_error: 68.2720
Epoch 1995/5000
148/148 [==============================] - 0s 34us/step - loss: 3820.7471 - mean_absolute_error: 43.0038 - val_loss: 8569.2855 - val_mean_absolute_error: 68.2618
Epoch 1996/5000
148/148 [==============================] - 0s 34us/step - loss: 3819.3843 - mean_absolute_error: 42.9969 - val_loss: 8566.9708 - val_mean_absolute_error: 68.2506
Epoch 1997/5000
148/148 [==============================] - 0s 27us/step - loss: 3817.9932 - mean_absolute_error: 42.9896 - val_loss: 8564.4909 - val_mean_absolute_error: 68.2386
Epoch 1998/5000
148/148 [==============================] - 0s 27us/step - loss: 3816.6301 - mean_absolute_error: 42.9823 - val_loss: 8562.0229 - val_mean_absolute_error: 68.2246
Epoch 1999/5000
148/148 [==============================] - 0s 34us/step - loss: 3815.1748 - mean_absolute_error: 42.9741 - val_loss: 8559.6129 - val_mean_absolute_error: 68.2117
Epoch 2000/5000
148/148 [==============================] - 0s 20us/step - loss: 3813.8167 - mean_absolute_error: 42.9665 - val_loss: 8557.2446 - val_mean_absolute_error: 68.1995
Epoch 2001/5000
148/148 [==============================] - 0s 34us/step - loss: 3812.4382 - mean_absolute_error: 42.9591 - val_loss: 8554.9108 - val_mean_absolute_error: 68.1881
Epoch 2002/5000
148/148 [==============================] - 0s 34us/step - loss: 3811.0781 - mean_absolute_error: 42.9521 - val_loss: 8552.7782 - val_mean_absolute_error: 68.1765
Epoch 2003/5000
148/148 [==============================] - 0s 27us/step - loss: 3809.6812 - mean_absolute_error: 42.9447 - val_loss: 8550.8675 - val_mean_absolute_error: 68.1652
Epoch 2004/5000
148/148 [==============================] - 0s 34us/step - loss: 3808.3118 - mean_absolute_error: 42.9370 - val_loss: 8548.9248 - val_mean_absolute_error: 68.1546
Epoch 2005/5000
148/148 [==============================] - 0s 27us/step - loss: 3806.9312 - mean_absolute_error: 42.9295 - val_loss: 8546.9811 - val_mean_absolute_error: 68.1446
Epoch 2006/5000
148/148 [==============================] - 0s 27us/step - loss: 3805.5415 - mean_absolute_error: 42.9220 - val_loss: 8544.9518 - val_mean_absolute_error: 68.1347
Epoch 2007/5000
148/148 [==============================] - 0s 34us/step - loss: 3804.1714 - mean_absolute_error: 42.9148 - val_loss: 8542.8015 - val_mean_absolute_error: 68.1241
Epoch 2008/5000
148/148 [==============================] - 0s 27us/step - loss: 3802.8206 - mean_absolute_error: 42.9079 - val_loss: 8540.4928 - val_mean_absolute_error: 68.1129
Epoch 2009/5000
148/148 [==============================] - 0s 34us/step - loss: 3801.4460 - mean_absolute_error: 42.9008 - val_loss: 8538.2319 - val_mean_absolute_error: 68.1002
Epoch 2010/5000
148/148 [==============================] - 0s 34us/step - loss: 3800.0461 - mean_absolute_error: 42.8927 - val_loss: 8535.9826 - val_mean_absolute_error: 68.0881
Epoch 2011/5000
148/148 [==============================] - 0s 27us/step - loss: 3798.6990 - mean_absolute_error: 42.8852 - val_loss: 8533.7814 - val_mean_absolute_error: 68.0767
Epoch 2012/5000
148/148 [==============================] - 0s 34us/step - loss: 3797.3403 - mean_absolute_error: 42.8779 - val_loss: 8531.6601 - val_mean_absolute_error: 68.0662
Epoch 2013/5000
148/148 [==============================] - 0s 41us/step - loss: 3795.9763 - mean_absolute_error: 42.8708 - val_loss: 8529.6194 - val_mean_absolute_error: 68.0569
Epoch 2014/5000
148/148 [==============================] - 0s 20us/step - loss: 3794.6055 - mean_absolute_error: 42.8637 - val_loss: 8527.7546 - val_mean_absolute_error: 68.0473
Epoch 2015/5000
148/148 [==============================] - 0s 27us/step - loss: 3793.2239 - mean_absolute_error: 42.8559 - val_loss: 8525.8388 - val_mean_absolute_error: 68.0379
Epoch 2016/5000
148/148 [==============================] - 0s 27us/step - loss: 3791.8555 - mean_absolute_error: 42.8483 - val_loss: 8523.8142 - val_mean_absolute_error: 68.0277
Epoch 2017/5000
148/148 [==============================] - 0s 27us/step - loss: 3790.4856 - mean_absolute_error: 42.8408 - val_loss: 8521.8489 - val_mean_absolute_error: 68.0164
Epoch 2018/5000
148/148 [==============================] - 0s 20us/step - loss: 3789.1135 - mean_absolute_error: 42.8330 - val_loss: 8520.0060 - val_mean_absolute_error: 68.0065
Epoch 2019/5000
148/148 [==============================] - 0s 41us/step - loss: 3787.7471 - mean_absolute_error: 42.8255 - val_loss: 8518.2520 - val_mean_absolute_error: 67.9979
Epoch 2020/5000
148/148 [==============================] - 0s 27us/step - loss: 3786.3586 - mean_absolute_error: 42.8181 - val_loss: 8516.5446 - val_mean_absolute_error: 67.9901
Epoch 2021/5000
148/148 [==============================] - 0s 34us/step - loss: 3784.9634 - mean_absolute_error: 42.8110 - val_loss: 8514.8528 - val_mean_absolute_error: 67.9830
Epoch 2022/5000
148/148 [==============================] - 0s 34us/step - loss: 3783.5916 - mean_absolute_error: 42.8040 - val_loss: 8512.9377 - val_mean_absolute_error: 67.9746
Epoch 2023/5000
148/148 [==============================] - 0s 20us/step - loss: 3782.2412 - mean_absolute_error: 42.7969 - val_loss: 8510.9404 - val_mean_absolute_error: 67.9643
Epoch 2024/5000
148/148 [==============================] - 0s 27us/step - loss: 3780.8010 - mean_absolute_error: 42.7887 - val_loss: 8508.9163 - val_mean_absolute_error: 67.9540
Epoch 2025/5000
148/148 [==============================] - 0s 34us/step - loss: 3779.4202 - mean_absolute_error: 42.7809 - val_loss: 8506.8763 - val_mean_absolute_error: 67.9442
Epoch 2026/5000
148/148 [==============================] - 0s 27us/step - loss: 3778.0076 - mean_absolute_error: 42.7731 - val_loss: 8504.9041 - val_mean_absolute_error: 67.9353
Epoch 2027/5000
148/148 [==============================] - 0s 20us/step - loss: 3776.6365 - mean_absolute_error: 42.7656 - val_loss: 8503.1553 - val_mean_absolute_error: 67.9264
Epoch 2028/5000
148/148 [==============================] - 0s 27us/step - loss: 3775.2119 - mean_absolute_error: 42.7576 - val_loss: 8501.5806 - val_mean_absolute_error: 67.9171
Epoch 2029/5000
148/148 [==============================] - 0s 34us/step - loss: 3773.7993 - mean_absolute_error: 42.7495 - val_loss: 8499.9770 - val_mean_absolute_error: 67.9081
Epoch 2030/5000
148/148 [==============================] - 0s 27us/step - loss: 3772.4041 - mean_absolute_error: 42.7417 - val_loss: 8498.2140 - val_mean_absolute_error: 67.8983
Epoch 2031/5000
148/148 [==============================] - 0s 27us/step - loss: 3771.0503 - mean_absolute_error: 42.7341 - val_loss: 8496.3728 - val_mean_absolute_error: 67.8885
Epoch 2032/5000
148/148 [==============================] - 0s 34us/step - loss: 3769.6963 - mean_absolute_error: 42.7263 - val_loss: 8494.5643 - val_mean_absolute_error: 67.8796
Epoch 2033/5000
148/148 [==============================] - 0s 27us/step - loss: 3768.3369 - mean_absolute_error: 42.7184 - val_loss: 8492.7395 - val_mean_absolute_error: 67.8711
Epoch 2034/5000
148/148 [==============================] - 0s 27us/step - loss: 3766.9727 - mean_absolute_error: 42.7107 - val_loss: 8490.8240 - val_mean_absolute_error: 67.8624
Epoch 2035/5000
148/148 [==============================] - 0s 34us/step - loss: 3765.5823 - mean_absolute_error: 42.7032 - val_loss: 8488.8733 - val_mean_absolute_error: 67.8539
Epoch 2036/5000
148/148 [==============================] - 0s 34us/step - loss: 3764.2344 - mean_absolute_error: 42.6962 - val_loss: 8486.9323 - val_mean_absolute_error: 67.8438
Epoch 2037/5000
148/148 [==============================] - 0s 27us/step - loss: 3762.8320 - mean_absolute_error: 42.6883 - val_loss: 8484.9361 - val_mean_absolute_error: 67.8333
Epoch 2038/5000
148/148 [==============================] - 0s 27us/step - loss: 3761.4993 - mean_absolute_error: 42.6805 - val_loss: 8482.9545 - val_mean_absolute_error: 67.8233
Epoch 2039/5000
148/148 [==============================] - 0s 27us/step - loss: 3760.1538 - mean_absolute_error: 42.6727 - val_loss: 8481.0983 - val_mean_absolute_error: 67.8129
Epoch 2040/5000
148/148 [==============================] - 0s 34us/step - loss: 3758.8120 - mean_absolute_error: 42.6646 - val_loss: 8479.2487 - val_mean_absolute_error: 67.8039
Epoch 2041/5000
148/148 [==============================] - 0s 34us/step - loss: 3757.4612 - mean_absolute_error: 42.6566 - val_loss: 8477.3185 - val_mean_absolute_error: 67.7950
Epoch 2042/5000
148/148 [==============================] - 0s 34us/step - loss: 3756.1082 - mean_absolute_error: 42.6489 - val_loss: 8475.2683 - val_mean_absolute_error: 67.7857
Epoch 2043/5000
148/148 [==============================] - 0s 41us/step - loss: 3754.7551 - mean_absolute_error: 42.6410 - val_loss: 8473.2365 - val_mean_absolute_error: 67.7754
Epoch 2044/5000
148/148 [==============================] - 0s 34us/step - loss: 3753.3560 - mean_absolute_error: 42.6325 - val_loss: 8471.1314 - val_mean_absolute_error: 67.7651
Epoch 2045/5000
148/148 [==============================] - 0s 27us/step - loss: 3752.0071 - mean_absolute_error: 42.6243 - val_loss: 8468.9687 - val_mean_absolute_error: 67.7544
Epoch 2046/5000
148/148 [==============================] - 0s 34us/step - loss: 3750.6555 - mean_absolute_error: 42.6161 - val_loss: 8466.7182 - val_mean_absolute_error: 67.7433
Epoch 2047/5000
148/148 [==============================] - 0s 34us/step - loss: 3749.2976 - mean_absolute_error: 42.6080 - val_loss: 8464.4694 - val_mean_absolute_error: 67.7324
Epoch 2048/5000
148/148 [==============================] - 0s 27us/step - loss: 3747.9539 - mean_absolute_error: 42.6000 - val_loss: 8462.3630 - val_mean_absolute_error: 67.7212
Epoch 2049/5000
148/148 [==============================] - 0s 34us/step - loss: 3746.6069 - mean_absolute_error: 42.5918 - val_loss: 8460.3125 - val_mean_absolute_error: 67.7107
Epoch 2050/5000
148/148 [==============================] - 0s 27us/step - loss: 3745.2471 - mean_absolute_error: 42.5838 - val_loss: 8458.3883 - val_mean_absolute_error: 67.7017
Epoch 2051/5000
148/148 [==============================] - 0s 20us/step - loss: 3743.9304 - mean_absolute_error: 42.5762 - val_loss: 8456.5819 - val_mean_absolute_error: 67.6921
Epoch 2052/5000
148/148 [==============================] - 0s 27us/step - loss: 3742.5713 - mean_absolute_error: 42.5680 - val_loss: 8454.6779 - val_mean_absolute_error: 67.6820
Epoch 2053/5000
148/148 [==============================] - 0s 34us/step - loss: 3741.2268 - mean_absolute_error: 42.5600 - val_loss: 8452.8001 - val_mean_absolute_error: 67.6726
Epoch 2054/5000
148/148 [==============================] - 0s 20us/step - loss: 3739.8843 - mean_absolute_error: 42.5522 - val_loss: 8450.9034 - val_mean_absolute_error: 67.6633
Epoch 2055/5000
148/148 [==============================] - 0s 34us/step - loss: 3738.5474 - mean_absolute_error: 42.5446 - val_loss: 8448.9339 - val_mean_absolute_error: 67.6540
Epoch 2056/5000
148/148 [==============================] - 0s 20us/step - loss: 3737.2183 - mean_absolute_error: 42.5370 - val_loss: 8446.9864 - val_mean_absolute_error: 67.6434
Epoch 2057/5000
148/148 [==============================] - 0s 27us/step - loss: 3735.8901 - mean_absolute_error: 42.5291 - val_loss: 8444.8608 - val_mean_absolute_error: 67.6322
Epoch 2058/5000
148/148 [==============================] - 0s 34us/step - loss: 3734.5684 - mean_absolute_error: 42.5212 - val_loss: 8442.6957 - val_mean_absolute_error: 67.6211
Epoch 2059/5000
148/148 [==============================] - 0s 34us/step - loss: 3733.2349 - mean_absolute_error: 42.5135 - val_loss: 8440.5958 - val_mean_absolute_error: 67.6108
Epoch 2060/5000
148/148 [==============================] - 0s 27us/step - loss: 3731.9368 - mean_absolute_error: 42.5061 - val_loss: 8438.6595 - val_mean_absolute_error: 67.6001
Epoch 2061/5000
148/148 [==============================] - 0s 34us/step - loss: 3730.5845 - mean_absolute_error: 42.4981 - val_loss: 8436.6642 - val_mean_absolute_error: 67.5891
Epoch 2062/5000
148/148 [==============================] - 0s 27us/step - loss: 3729.2593 - mean_absolute_error: 42.4905 - val_loss: 8434.6165 - val_mean_absolute_error: 67.5781
Epoch 2063/5000
148/148 [==============================] - 0s 34us/step - loss: 3727.9321 - mean_absolute_error: 42.4829 - val_loss: 8432.5056 - val_mean_absolute_error: 67.5669
Epoch 2064/5000
148/148 [==============================] - 0s 34us/step - loss: 3726.5945 - mean_absolute_error: 42.4754 - val_loss: 8430.4486 - val_mean_absolute_error: 67.5543
Epoch 2065/5000
148/148 [==============================] - 0s 27us/step - loss: 3725.2778 - mean_absolute_error: 42.4676 - val_loss: 8428.4475 - val_mean_absolute_error: 67.5428
Epoch 2066/5000
148/148 [==============================] - 0s 34us/step - loss: 3723.9526 - mean_absolute_error: 42.4600 - val_loss: 8426.3981 - val_mean_absolute_error: 67.5315
Epoch 2067/5000
148/148 [==============================] - 0s 27us/step - loss: 3722.6284 - mean_absolute_error: 42.4525 - val_loss: 8424.3094 - val_mean_absolute_error: 67.5210
Epoch 2068/5000
148/148 [==============================] - 0s 27us/step - loss: 3721.3032 - mean_absolute_error: 42.4451 - val_loss: 8422.3590 - val_mean_absolute_error: 67.5118
Epoch 2069/5000
148/148 [==============================] - 0s 34us/step - loss: 3719.9988 - mean_absolute_error: 42.4379 - val_loss: 8420.5653 - val_mean_absolute_error: 67.5024
Epoch 2070/5000
148/148 [==============================] - 0s 34us/step - loss: 3718.6790 - mean_absolute_error: 42.4304 - val_loss: 8418.7834 - val_mean_absolute_error: 67.4935
Epoch 2071/5000
148/148 [==============================] - 0s 27us/step - loss: 3717.4126 - mean_absolute_error: 42.4232 - val_loss: 8416.9730 - val_mean_absolute_error: 67.4831
Epoch 2072/5000
148/148 [==============================] - 0s 34us/step - loss: 3716.1169 - mean_absolute_error: 42.4155 - val_loss: 8415.1677 - val_mean_absolute_error: 67.4731
Epoch 2073/5000
148/148 [==============================] - 0s 27us/step - loss: 3714.8306 - mean_absolute_error: 42.4080 - val_loss: 8413.3380 - val_mean_absolute_error: 67.4634
Epoch 2074/5000
148/148 [==============================] - 0s 34us/step - loss: 3713.5283 - mean_absolute_error: 42.4007 - val_loss: 8411.5383 - val_mean_absolute_error: 67.4544
Epoch 2075/5000
148/148 [==============================] - 0s 34us/step - loss: 3712.2292 - mean_absolute_error: 42.3935 - val_loss: 8409.6850 - val_mean_absolute_error: 67.4454
Epoch 2076/5000
148/148 [==============================] - 0s 34us/step - loss: 3710.9102 - mean_absolute_error: 42.3862 - val_loss: 8407.7902 - val_mean_absolute_error: 67.4366
Epoch 2077/5000
148/148 [==============================] - 0s 27us/step - loss: 3709.5815 - mean_absolute_error: 42.3787 - val_loss: 8405.8604 - val_mean_absolute_error: 67.4278
Epoch 2078/5000
148/148 [==============================] - 0s 27us/step - loss: 3708.2673 - mean_absolute_error: 42.3710 - val_loss: 8403.8836 - val_mean_absolute_error: 67.4191
Epoch 2079/5000
148/148 [==============================] - 0s 27us/step - loss: 3706.9844 - mean_absolute_error: 42.3636 - val_loss: 8402.1411 - val_mean_absolute_error: 67.4104
Epoch 2080/5000
148/148 [==============================] - 0s 27us/step - loss: 3705.6638 - mean_absolute_error: 42.3559 - val_loss: 8400.5601 - val_mean_absolute_error: 67.4012
Epoch 2081/5000
148/148 [==============================] - 0s 34us/step - loss: 3704.3813 - mean_absolute_error: 42.3482 - val_loss: 8398.9705 - val_mean_absolute_error: 67.3924
Epoch 2082/5000
148/148 [==============================] - 0s 41us/step - loss: 3703.0896 - mean_absolute_error: 42.3407 - val_loss: 8397.4324 - val_mean_absolute_error: 67.3843
Epoch 2083/5000
148/148 [==============================] - 0s 27us/step - loss: 3701.7910 - mean_absolute_error: 42.3333 - val_loss: 8395.9853 - val_mean_absolute_error: 67.3774
Epoch 2084/5000
148/148 [==============================] - 0s 27us/step - loss: 3700.4773 - mean_absolute_error: 42.3261 - val_loss: 8394.4929 - val_mean_absolute_error: 67.3705
Epoch 2085/5000
148/148 [==============================] - 0s 34us/step - loss: 3699.1648 - mean_absolute_error: 42.3190 - val_loss: 8392.8645 - val_mean_absolute_error: 67.3630
Epoch 2086/5000
148/148 [==============================] - 0s 20us/step - loss: 3697.8513 - mean_absolute_error: 42.3119 - val_loss: 8391.1189 - val_mean_absolute_error: 67.3552
Epoch 2087/5000
148/148 [==============================] - 0s 27us/step - loss: 3696.5735 - mean_absolute_error: 42.3049 - val_loss: 8389.4357 - val_mean_absolute_error: 67.3463
Epoch 2088/5000
148/148 [==============================] - 0s 27us/step - loss: 3695.2493 - mean_absolute_error: 42.2971 - val_loss: 8387.9265 - val_mean_absolute_error: 67.3374
Epoch 2089/5000
148/148 [==============================] - 0s 34us/step - loss: 3693.9211 - mean_absolute_error: 42.2891 - val_loss: 8386.4266 - val_mean_absolute_error: 67.3292
Epoch 2090/5000
148/148 [==============================] - 0s 27us/step - loss: 3692.6321 - mean_absolute_error: 42.2813 - val_loss: 8385.0277 - val_mean_absolute_error: 67.3222
Epoch 2091/5000
148/148 [==============================] - 0s 34us/step - loss: 3691.3374 - mean_absolute_error: 42.2737 - val_loss: 8383.5329 - val_mean_absolute_error: 67.3151
Epoch 2092/5000
148/148 [==============================] - 0s 27us/step - loss: 3690.0261 - mean_absolute_error: 42.2659 - val_loss: 8381.9930 - val_mean_absolute_error: 67.3080
Epoch 2093/5000
148/148 [==============================] - 0s 20us/step - loss: 3688.7007 - mean_absolute_error: 42.2579 - val_loss: 8380.3449 - val_mean_absolute_error: 67.3004
Epoch 2094/5000
148/148 [==============================] - 0s 27us/step - loss: 3687.3657 - mean_absolute_error: 42.2499 - val_loss: 8378.7186 - val_mean_absolute_error: 67.2932
Epoch 2095/5000
148/148 [==============================] - 0s 41us/step - loss: 3686.0461 - mean_absolute_error: 42.2422 - val_loss: 8377.0522 - val_mean_absolute_error: 67.2861
Epoch 2096/5000
148/148 [==============================] - 0s 27us/step - loss: 3684.7720 - mean_absolute_error: 42.2350 - val_loss: 8375.3948 - val_mean_absolute_error: 67.2779
Epoch 2097/5000
148/148 [==============================] - 0s 34us/step - loss: 3683.4653 - mean_absolute_error: 42.2271 - val_loss: 8373.8934 - val_mean_absolute_error: 67.2693
Epoch 2098/5000
148/148 [==============================] - 0s 27us/step - loss: 3682.1377 - mean_absolute_error: 42.2188 - val_loss: 8372.3848 - val_mean_absolute_error: 67.2609
Epoch 2099/5000
148/148 [==============================] - 0s 27us/step - loss: 3680.8472 - mean_absolute_error: 42.2108 - val_loss: 8370.9122 - val_mean_absolute_error: 67.2526
Epoch 2100/5000
148/148 [==============================] - 0s 27us/step - loss: 3679.5354 - mean_absolute_error: 42.2029 - val_loss: 8369.4903 - val_mean_absolute_error: 67.2450
Epoch 2101/5000
148/148 [==============================] - 0s 41us/step - loss: 3678.2275 - mean_absolute_error: 42.1954 - val_loss: 8368.0906 - val_mean_absolute_error: 67.2381
Epoch 2102/5000
148/148 [==============================] - 0s 27us/step - loss: 3676.8948 - mean_absolute_error: 42.1878 - val_loss: 8366.6431 - val_mean_absolute_error: 67.2312
Epoch 2103/5000
148/148 [==============================] - 0s 34us/step - loss: 3675.5696 - mean_absolute_error: 42.1802 - val_loss: 8365.2058 - val_mean_absolute_error: 67.2231
Epoch 2104/5000
148/148 [==============================] - 0s 27us/step - loss: 3674.2065 - mean_absolute_error: 42.1718 - val_loss: 8363.7789 - val_mean_absolute_error: 67.2159
Epoch 2105/5000
148/148 [==============================] - 0s 27us/step - loss: 3672.8813 - mean_absolute_error: 42.1635 - val_loss: 8362.2626 - val_mean_absolute_error: 67.2084
Epoch 2106/5000
148/148 [==============================] - 0s 41us/step - loss: 3671.5571 - mean_absolute_error: 42.1554 - val_loss: 8360.6734 - val_mean_absolute_error: 67.2008
Epoch 2107/5000
148/148 [==============================] - 0s 20us/step - loss: 3670.2119 - mean_absolute_error: 42.1475 - val_loss: 8359.0934 - val_mean_absolute_error: 67.1933
Epoch 2108/5000
148/148 [==============================] - 0s 27us/step - loss: 3668.8408 - mean_absolute_error: 42.1396 - val_loss: 8357.6995 - val_mean_absolute_error: 67.1854
Epoch 2109/5000
148/148 [==============================] - 0s 34us/step - loss: 3667.4878 - mean_absolute_error: 42.1312 - val_loss: 8356.3459 - val_mean_absolute_error: 67.1780
Epoch 2110/5000
148/148 [==============================] - 0s 27us/step - loss: 3666.1353 - mean_absolute_error: 42.1229 - val_loss: 8354.9720 - val_mean_absolute_error: 67.1709
Epoch 2111/5000
148/148 [==============================] - 0s 34us/step - loss: 3664.8206 - mean_absolute_error: 42.1149 - val_loss: 8353.5687 - val_mean_absolute_error: 67.1622
Epoch 2112/5000
148/148 [==============================] - 0s 34us/step - loss: 3663.4543 - mean_absolute_error: 42.1061 - val_loss: 8352.1758 - val_mean_absolute_error: 67.1545
Epoch 2113/5000
148/148 [==============================] - 0s 27us/step - loss: 3662.1035 - mean_absolute_error: 42.0976 - val_loss: 8350.7528 - val_mean_absolute_error: 67.1470
Epoch 2114/5000
148/148 [==============================] - 0s 27us/step - loss: 3660.7495 - mean_absolute_error: 42.0895 - val_loss: 8349.3158 - val_mean_absolute_error: 67.1398
Epoch 2115/5000
148/148 [==============================] - 0s 34us/step - loss: 3659.3872 - mean_absolute_error: 42.0814 - val_loss: 8347.9038 - val_mean_absolute_error: 67.1332
Epoch 2116/5000
148/148 [==============================] - 0s 27us/step - loss: 3658.0273 - mean_absolute_error: 42.0737 - val_loss: 8346.5481 - val_mean_absolute_error: 67.1281
Epoch 2117/5000
148/148 [==============================] - 0s 27us/step - loss: 3656.7639 - mean_absolute_error: 42.0670 - val_loss: 8345.1950 - val_mean_absolute_error: 67.1216
Epoch 2118/5000
148/148 [==============================] - 0s 34us/step - loss: 3655.3662 - mean_absolute_error: 42.0585 - val_loss: 8343.7365 - val_mean_absolute_error: 67.1131
Epoch 2119/5000
148/148 [==============================] - 0s 27us/step - loss: 3654.0930 - mean_absolute_error: 42.0494 - val_loss: 8342.3007 - val_mean_absolute_error: 67.1054
Epoch 2120/5000
148/148 [==============================] - 0s 34us/step - loss: 3652.8826 - mean_absolute_error: 42.0411 - val_loss: 8340.8282 - val_mean_absolute_error: 67.0980
Epoch 2121/5000
148/148 [==============================] - 0s 27us/step - loss: 3651.6650 - mean_absolute_error: 42.0332 - val_loss: 8339.4074 - val_mean_absolute_error: 67.0914
Epoch 2122/5000
148/148 [==============================] - 0s 27us/step - loss: 3650.4333 - mean_absolute_error: 42.0255 - val_loss: 8337.9919 - val_mean_absolute_error: 67.0852
Epoch 2123/5000
148/148 [==============================] - 0s 27us/step - loss: 3649.1833 - mean_absolute_error: 42.0180 - val_loss: 8336.5669 - val_mean_absolute_error: 67.0791
Epoch 2124/5000
148/148 [==============================] - 0s 27us/step - loss: 3647.9202 - mean_absolute_error: 42.0107 - val_loss: 8335.1209 - val_mean_absolute_error: 67.0732
Epoch 2125/5000
148/148 [==============================] - 0s 34us/step - loss: 3646.6482 - mean_absolute_error: 42.0034 - val_loss: 8333.5639 - val_mean_absolute_error: 67.0669
Epoch 2126/5000
148/148 [==============================] - 0s 27us/step - loss: 3645.3662 - mean_absolute_error: 41.9962 - val_loss: 8332.0069 - val_mean_absolute_error: 67.0608
Epoch 2127/5000
148/148 [==============================] - 0s 34us/step - loss: 3644.1697 - mean_absolute_error: 41.9895 - val_loss: 8330.5469 - val_mean_absolute_error: 67.0538
Epoch 2128/5000
148/148 [==============================] - 0s 27us/step - loss: 3642.9446 - mean_absolute_error: 41.9818 - val_loss: 8329.2015 - val_mean_absolute_error: 67.0463
Epoch 2129/5000
148/148 [==============================] - 0s 34us/step - loss: 3641.6072 - mean_absolute_error: 41.9727 - val_loss: 8327.9807 - val_mean_absolute_error: 67.0382
Epoch 2130/5000
148/148 [==============================] - 0s 34us/step - loss: 3640.4004 - mean_absolute_error: 41.9634 - val_loss: 8326.7483 - val_mean_absolute_error: 67.0306
Epoch 2131/5000
148/148 [==============================] - 0s 34us/step - loss: 3639.1782 - mean_absolute_error: 41.9546 - val_loss: 8325.4860 - val_mean_absolute_error: 67.0237
Epoch 2132/5000
148/148 [==============================] - 0s 27us/step - loss: 3637.9526 - mean_absolute_error: 41.9461 - val_loss: 8324.1507 - val_mean_absolute_error: 67.0171
Epoch 2133/5000
148/148 [==============================] - 0s 27us/step - loss: 3636.7102 - mean_absolute_error: 41.9379 - val_loss: 8322.7619 - val_mean_absolute_error: 67.0107
Epoch 2134/5000
148/148 [==============================] - 0s 27us/step - loss: 3635.4565 - mean_absolute_error: 41.9300 - val_loss: 8321.4293 - val_mean_absolute_error: 67.0051
Epoch 2135/5000
148/148 [==============================] - 0s 34us/step - loss: 3634.1973 - mean_absolute_error: 41.9223 - val_loss: 8320.0954 - val_mean_absolute_error: 66.9996
Epoch 2136/5000
148/148 [==============================] - 0s 34us/step - loss: 3632.9248 - mean_absolute_error: 41.9149 - val_loss: 8318.7589 - val_mean_absolute_error: 66.9941
Epoch 2137/5000
148/148 [==============================] - 0s 27us/step - loss: 3631.6604 - mean_absolute_error: 41.9078 - val_loss: 8317.3695 - val_mean_absolute_error: 66.9882
Epoch 2138/5000
148/148 [==============================] - 0s 27us/step - loss: 3630.3960 - mean_absolute_error: 41.9005 - val_loss: 8315.9042 - val_mean_absolute_error: 66.9820
Epoch 2139/5000
148/148 [==============================] - 0s 27us/step - loss: 3629.1406 - mean_absolute_error: 41.8932 - val_loss: 8314.2759 - val_mean_absolute_error: 66.9750
Epoch 2140/5000
148/148 [==============================] - 0s 41us/step - loss: 3627.8918 - mean_absolute_error: 41.8853 - val_loss: 8312.6074 - val_mean_absolute_error: 66.9679
Epoch 2141/5000
148/148 [==============================] - 0s 34us/step - loss: 3626.6758 - mean_absolute_error: 41.8771 - val_loss: 8311.1693 - val_mean_absolute_error: 66.9608
Epoch 2142/5000
148/148 [==============================] - 0s 34us/step - loss: 3625.4460 - mean_absolute_error: 41.8685 - val_loss: 8309.6968 - val_mean_absolute_error: 66.9538
Epoch 2143/5000
148/148 [==============================] - 0s 27us/step - loss: 3624.2275 - mean_absolute_error: 41.8602 - val_loss: 8308.3515 - val_mean_absolute_error: 66.9466
Epoch 2144/5000
148/148 [==============================] - 0s 34us/step - loss: 3623.0305 - mean_absolute_error: 41.8518 - val_loss: 8307.0014 - val_mean_absolute_error: 66.9397
Epoch 2145/5000
148/148 [==============================] - 0s 34us/step - loss: 3621.7998 - mean_absolute_error: 41.8438 - val_loss: 8305.6876 - val_mean_absolute_error: 66.9335
Epoch 2146/5000
148/148 [==============================] - 0s 34us/step - loss: 3620.5649 - mean_absolute_error: 41.8361 - val_loss: 8304.3360 - val_mean_absolute_error: 66.9274
Epoch 2147/5000
148/148 [==============================] - 0s 27us/step - loss: 3619.3213 - mean_absolute_error: 41.8287 - val_loss: 8302.9645 - val_mean_absolute_error: 66.9214
Epoch 2148/5000
148/148 [==============================] - 0s 27us/step - loss: 3618.1106 - mean_absolute_error: 41.8216 - val_loss: 8301.5562 - val_mean_absolute_error: 66.9141
Epoch 2149/5000
148/148 [==============================] - 0s 34us/step - loss: 3616.8923 - mean_absolute_error: 41.8137 - val_loss: 8300.0675 - val_mean_absolute_error: 66.9065
Epoch 2150/5000
148/148 [==============================] - 0s 27us/step - loss: 3615.6584 - mean_absolute_error: 41.8058 - val_loss: 8298.6480 - val_mean_absolute_error: 66.9000
Epoch 2151/5000
148/148 [==============================] - 0s 27us/step - loss: 3614.4155 - mean_absolute_error: 41.7975 - val_loss: 8297.2518 - val_mean_absolute_error: 66.8941
Epoch 2152/5000
148/148 [==============================] - 0s 27us/step - loss: 3613.1960 - mean_absolute_error: 41.7896 - val_loss: 8295.9803 - val_mean_absolute_error: 66.8876
Epoch 2153/5000
148/148 [==============================] - 0s 27us/step - loss: 3611.9868 - mean_absolute_error: 41.7815 - val_loss: 8294.6347 - val_mean_absolute_error: 66.8812
Epoch 2154/5000
148/148 [==============================] - 0s 47us/step - loss: 3610.7715 - mean_absolute_error: 41.7735 - val_loss: 8293.2519 - val_mean_absolute_error: 66.8749
Epoch 2155/5000
148/148 [==============================] - 0s 27us/step - loss: 3609.5481 - mean_absolute_error: 41.7655 - val_loss: 8291.8742 - val_mean_absolute_error: 66.8688
Epoch 2156/5000
148/148 [==============================] - 0s 27us/step - loss: 3608.3462 - mean_absolute_error: 41.7577 - val_loss: 8290.6516 - val_mean_absolute_error: 66.8622
Epoch 2157/5000
148/148 [==============================] - 0s 27us/step - loss: 3607.1040 - mean_absolute_error: 41.7492 - val_loss: 8289.6160 - val_mean_absolute_error: 66.8552
Epoch 2158/5000
148/148 [==============================] - 0s 27us/step - loss: 3605.8889 - mean_absolute_error: 41.7404 - val_loss: 8288.7010 - val_mean_absolute_error: 66.8498
Epoch 2159/5000
148/148 [==============================] - 0s 34us/step - loss: 3604.6748 - mean_absolute_error: 41.7321 - val_loss: 8287.7132 - val_mean_absolute_error: 66.8443
Epoch 2160/5000
148/148 [==============================] - 0s 34us/step - loss: 3603.4473 - mean_absolute_error: 41.7240 - val_loss: 8286.6950 - val_mean_absolute_error: 66.8391
Epoch 2161/5000
148/148 [==============================] - 0s 34us/step - loss: 3602.2302 - mean_absolute_error: 41.7162 - val_loss: 8285.5344 - val_mean_absolute_error: 66.8332
Epoch 2162/5000
148/148 [==============================] - 0s 34us/step - loss: 3601.0115 - mean_absolute_error: 41.7082 - val_loss: 8284.2091 - val_mean_absolute_error: 66.8264
Epoch 2163/5000
148/148 [==============================] - 0s 27us/step - loss: 3599.7854 - mean_absolute_error: 41.6997 - val_loss: 8282.8036 - val_mean_absolute_error: 66.8194
Epoch 2164/5000
148/148 [==============================] - 0s 27us/step - loss: 3598.5618 - mean_absolute_error: 41.6912 - val_loss: 8281.2891 - val_mean_absolute_error: 66.8119
Epoch 2165/5000
148/148 [==============================] - 0s 41us/step - loss: 3597.3796 - mean_absolute_error: 41.6828 - val_loss: 8279.8508 - val_mean_absolute_error: 66.8033
Epoch 2166/5000
148/148 [==============================] - 0s 27us/step - loss: 3596.1262 - mean_absolute_error: 41.6735 - val_loss: 8278.5231 - val_mean_absolute_error: 66.7940
Epoch 2167/5000
148/148 [==============================] - 0s 20us/step - loss: 3594.9497 - mean_absolute_error: 41.6642 - val_loss: 8277.3338 - val_mean_absolute_error: 66.7864
Epoch 2168/5000
148/148 [==============================] - 0s 27us/step - loss: 3593.7664 - mean_absolute_error: 41.6554 - val_loss: 8276.1689 - val_mean_absolute_error: 66.7797
Epoch 2169/5000
148/148 [==============================] - 0s 27us/step - loss: 3592.5747 - mean_absolute_error: 41.6470 - val_loss: 8274.9323 - val_mean_absolute_error: 66.7735
Epoch 2170/5000
148/148 [==============================] - 0s 27us/step - loss: 3591.3931 - mean_absolute_error: 41.6391 - val_loss: 8273.6955 - val_mean_absolute_error: 66.7679
Epoch 2171/5000
148/148 [==============================] - 0s 41us/step - loss: 3590.2275 - mean_absolute_error: 41.6317 - val_loss: 8272.4443 - val_mean_absolute_error: 66.7627
Epoch 2172/5000
148/148 [==============================] - 0s 27us/step - loss: 3589.0439 - mean_absolute_error: 41.6245 - val_loss: 8271.1454 - val_mean_absolute_error: 66.7572
Epoch 2173/5000
148/148 [==============================] - 0s 27us/step - loss: 3587.8616 - mean_absolute_error: 41.6175 - val_loss: 8269.8754 - val_mean_absolute_error: 66.7521
Epoch 2174/5000
148/148 [==============================] - 0s 27us/step - loss: 3586.6753 - mean_absolute_error: 41.6109 - val_loss: 8268.5764 - val_mean_absolute_error: 66.7471
Epoch 2175/5000
148/148 [==============================] - 0s 34us/step - loss: 3585.5764 - mean_absolute_error: 41.6044 - val_loss: 8267.4627 - val_mean_absolute_error: 66.7420
Epoch 2176/5000
148/148 [==============================] - 0s 27us/step - loss: 3584.4316 - mean_absolute_error: 41.5968 - val_loss: 8266.3414 - val_mean_absolute_error: 66.7354
Epoch 2177/5000
148/148 [==============================] - 0s 27us/step - loss: 3583.2349 - mean_absolute_error: 41.5881 - val_loss: 8265.2067 - val_mean_absolute_error: 66.7291
Epoch 2178/5000
148/148 [==============================] - 0s 41us/step - loss: 3582.0913 - mean_absolute_error: 41.5797 - val_loss: 8263.9926 - val_mean_absolute_error: 66.7226
Epoch 2179/5000
148/148 [==============================] - 0s 27us/step - loss: 3580.9758 - mean_absolute_error: 41.5718 - val_loss: 8262.8407 - val_mean_absolute_error: 66.7171
Epoch 2180/5000
148/148 [==============================] - 0s 41us/step - loss: 3579.8508 - mean_absolute_error: 41.5640 - val_loss: 8261.7000 - val_mean_absolute_error: 66.7118
Epoch 2181/5000
148/148 [==============================] - 0s 34us/step - loss: 3578.7395 - mean_absolute_error: 41.5564 - val_loss: 8260.6817 - val_mean_absolute_error: 66.7059
Epoch 2182/5000
148/148 [==============================] - 0s 34us/step - loss: 3577.5955 - mean_absolute_error: 41.5482 - val_loss: 8259.6102 - val_mean_absolute_error: 66.6999
Epoch 2183/5000
148/148 [==============================] - 0s 27us/step - loss: 3576.4641 - mean_absolute_error: 41.5402 - val_loss: 8258.6268 - val_mean_absolute_error: 66.6929
Epoch 2184/5000
148/148 [==============================] - 0s 27us/step - loss: 3575.3530 - mean_absolute_error: 41.5319 - val_loss: 8257.6144 - val_mean_absolute_error: 66.6863
Epoch 2185/5000
148/148 [==============================] - 0s 27us/step - loss: 3574.2424 - mean_absolute_error: 41.5239 - val_loss: 8256.5681 - val_mean_absolute_error: 66.6799
Epoch 2186/5000
148/148 [==============================] - 0s 34us/step - loss: 3573.1301 - mean_absolute_error: 41.5159 - val_loss: 8255.5367 - val_mean_absolute_error: 66.6743
Epoch 2187/5000
148/148 [==============================] - 0s 47us/step - loss: 3572.0186 - mean_absolute_error: 41.5084 - val_loss: 8254.3639 - val_mean_absolute_error: 66.6681
Epoch 2188/5000
148/148 [==============================] - 0s 41us/step - loss: 3570.9004 - mean_absolute_error: 41.5006 - val_loss: 8253.0657 - val_mean_absolute_error: 66.6616
Epoch 2189/5000
148/148 [==============================] - 0s 41us/step - loss: 3569.7673 - mean_absolute_error: 41.4925 - val_loss: 8251.6732 - val_mean_absolute_error: 66.6548
Epoch 2190/5000
148/148 [==============================] - 0s 34us/step - loss: 3568.6631 - mean_absolute_error: 41.4848 - val_loss: 8250.2654 - val_mean_absolute_error: 66.6486
Epoch 2191/5000
148/148 [==============================] - 0s 27us/step - loss: 3567.5925 - mean_absolute_error: 41.4776 - val_loss: 8248.9970 - val_mean_absolute_error: 66.6422
Epoch 2192/5000
148/148 [==============================] - 0s 34us/step - loss: 3566.4585 - mean_absolute_error: 41.4697 - val_loss: 8247.8448 - val_mean_absolute_error: 66.6351
Epoch 2193/5000
148/148 [==============================] - 0s 34us/step - loss: 3565.3635 - mean_absolute_error: 41.4616 - val_loss: 8246.6995 - val_mean_absolute_error: 66.6280
Epoch 2194/5000
148/148 [==============================] - 0s 27us/step - loss: 3564.2656 - mean_absolute_error: 41.4538 - val_loss: 8245.6501 - val_mean_absolute_error: 66.6216
Epoch 2195/5000
148/148 [==============================] - 0s 34us/step - loss: 3563.1677 - mean_absolute_error: 41.4462 - val_loss: 8244.5721 - val_mean_absolute_error: 66.6154
Epoch 2196/5000
148/148 [==============================] - 0s 34us/step - loss: 3562.0806 - mean_absolute_error: 41.4387 - val_loss: 8243.5197 - val_mean_absolute_error: 66.6100
Epoch 2197/5000
148/148 [==============================] - 0s 34us/step - loss: 3560.9971 - mean_absolute_error: 41.4314 - val_loss: 8242.3555 - val_mean_absolute_error: 66.6044
Epoch 2198/5000
148/148 [==============================] - 0s 34us/step - loss: 3559.8953 - mean_absolute_error: 41.4235 - val_loss: 8241.1305 - val_mean_absolute_error: 66.5989
Epoch 2199/5000
148/148 [==============================] - 0s 27us/step - loss: 3558.7830 - mean_absolute_error: 41.4153 - val_loss: 8239.8826 - val_mean_absolute_error: 66.5935
Epoch 2200/5000
148/148 [==============================] - 0s 27us/step - loss: 3557.7095 - mean_absolute_error: 41.4071 - val_loss: 8238.7978 - val_mean_absolute_error: 66.5878
Epoch 2201/5000
148/148 [==============================] - 0s 34us/step - loss: 3556.6135 - mean_absolute_error: 41.3985 - val_loss: 8237.8543 - val_mean_absolute_error: 66.5814
Epoch 2202/5000
148/148 [==============================] - 0s 27us/step - loss: 3555.5022 - mean_absolute_error: 41.3895 - val_loss: 8236.8279 - val_mean_absolute_error: 66.5744
Epoch 2203/5000
148/148 [==============================] - 0s 34us/step - loss: 3554.4180 - mean_absolute_error: 41.3809 - val_loss: 8235.7648 - val_mean_absolute_error: 66.5681
Epoch 2204/5000
148/148 [==============================] - 0s 34us/step - loss: 3553.3298 - mean_absolute_error: 41.3728 - val_loss: 8234.6952 - val_mean_absolute_error: 66.5624
Epoch 2205/5000
148/148 [==============================] - 0s 41us/step - loss: 3552.2310 - mean_absolute_error: 41.3649 - val_loss: 8233.5797 - val_mean_absolute_error: 66.5568
Epoch 2206/5000
148/148 [==============================] - 0s 34us/step - loss: 3551.1211 - mean_absolute_error: 41.3572 - val_loss: 8232.5279 - val_mean_absolute_error: 66.5522
Epoch 2207/5000
148/148 [==============================] - 0s 27us/step - loss: 3550.0103 - mean_absolute_error: 41.3499 - val_loss: 8231.5700 - val_mean_absolute_error: 66.5467
Epoch 2208/5000
148/148 [==============================] - 0s 27us/step - loss: 3548.8999 - mean_absolute_error: 41.3420 - val_loss: 8230.7542 - val_mean_absolute_error: 66.5406
Epoch 2209/5000
148/148 [==============================] - 0s 27us/step - loss: 3547.8130 - mean_absolute_error: 41.3337 - val_loss: 8229.8388 - val_mean_absolute_error: 66.5345
Epoch 2210/5000
148/148 [==============================] - 0s 27us/step - loss: 3546.7256 - mean_absolute_error: 41.3255 - val_loss: 8228.9641 - val_mean_absolute_error: 66.5293
Epoch 2211/5000
148/148 [==============================] - 0s 41us/step - loss: 3545.6255 - mean_absolute_error: 41.3175 - val_loss: 8227.9608 - val_mean_absolute_error: 66.5238
Epoch 2212/5000
148/148 [==============================] - 0s 34us/step - loss: 3544.5198 - mean_absolute_error: 41.3091 - val_loss: 8226.8123 - val_mean_absolute_error: 66.5179
Epoch 2213/5000
148/148 [==============================] - 0s 41us/step - loss: 3543.4009 - mean_absolute_error: 41.3004 - val_loss: 8225.6461 - val_mean_absolute_error: 66.5125
Epoch 2214/5000
148/148 [==============================] - 0s 41us/step - loss: 3542.3013 - mean_absolute_error: 41.2918 - val_loss: 8224.4941 - val_mean_absolute_error: 66.5075
Epoch 2215/5000
148/148 [==============================] - 0s 41us/step - loss: 3541.1755 - mean_absolute_error: 41.2833 - val_loss: 8223.3447 - val_mean_absolute_error: 66.5028
Epoch 2216/5000
148/148 [==============================] - 0s 27us/step - loss: 3540.0803 - mean_absolute_error: 41.2752 - val_loss: 8222.3040 - val_mean_absolute_error: 66.4976
Epoch 2217/5000
148/148 [==============================] - 0s 27us/step - loss: 3539.0024 - mean_absolute_error: 41.2670 - val_loss: 8221.2986 - val_mean_absolute_error: 66.4914
Epoch 2218/5000
148/148 [==============================] - 0s 34us/step - loss: 3537.8789 - mean_absolute_error: 41.2580 - val_loss: 8220.2467 - val_mean_absolute_error: 66.4851
Epoch 2219/5000
148/148 [==============================] - 0s 41us/step - loss: 3536.7944 - mean_absolute_error: 41.2496 - val_loss: 8219.1077 - val_mean_absolute_error: 66.4786
Epoch 2220/5000
148/148 [==============================] - 0s 41us/step - loss: 3535.6982 - mean_absolute_error: 41.2413 - val_loss: 8217.9732 - val_mean_absolute_error: 66.4726
Epoch 2221/5000
148/148 [==============================] - 0s 54us/step - loss: 3534.5908 - mean_absolute_error: 41.2334 - val_loss: 8216.8425 - val_mean_absolute_error: 66.4666
Epoch 2222/5000
148/148 [==============================] - 0s 34us/step - loss: 3533.4961 - mean_absolute_error: 41.2255 - val_loss: 8215.6489 - val_mean_absolute_error: 66.4605
Epoch 2223/5000
148/148 [==============================] - 0s 34us/step - loss: 3532.4014 - mean_absolute_error: 41.2179 - val_loss: 8214.6390 - val_mean_absolute_error: 66.4561
Epoch 2224/5000
148/148 [==============================] - 0s 20us/step - loss: 3531.3320 - mean_absolute_error: 41.2106 - val_loss: 8213.5790 - val_mean_absolute_error: 66.4500
Epoch 2225/5000
148/148 [==============================] - 0s 27us/step - loss: 3530.2080 - mean_absolute_error: 41.2018 - val_loss: 8212.5991 - val_mean_absolute_error: 66.4435
Epoch 2226/5000
148/148 [==============================] - 0s 27us/step - loss: 3529.1174 - mean_absolute_error: 41.1930 - val_loss: 8211.5521 - val_mean_absolute_error: 66.4370
Epoch 2227/5000
148/148 [==============================] - 0s 27us/step - loss: 3528.0195 - mean_absolute_error: 41.1844 - val_loss: 8210.4547 - val_mean_absolute_error: 66.4308
Epoch 2228/5000
148/148 [==============================] - 0s 27us/step - loss: 3526.9219 - mean_absolute_error: 41.1761 - val_loss: 8209.4104 - val_mean_absolute_error: 66.4252
Epoch 2229/5000
148/148 [==============================] - 0s 41us/step - loss: 3525.8391 - mean_absolute_error: 41.1681 - val_loss: 8208.3058 - val_mean_absolute_error: 66.4197
Epoch 2230/5000
148/148 [==============================] - 0s 34us/step - loss: 3524.7375 - mean_absolute_error: 41.1597 - val_loss: 8207.0637 - val_mean_absolute_error: 66.4137
Epoch 2231/5000
148/148 [==============================] - 0s 27us/step - loss: 3523.6411 - mean_absolute_error: 41.1512 - val_loss: 8205.8547 - val_mean_absolute_error: 66.4085
Epoch 2232/5000
148/148 [==============================] - 0s 27us/step - loss: 3522.5537 - mean_absolute_error: 41.1431 - val_loss: 8204.8039 - val_mean_absolute_error: 66.4048
Epoch 2233/5000
148/148 [==============================] - 0s 95us/step - loss: 3521.4517 - mean_absolute_error: 41.1355 - val_loss: 8203.8664 - val_mean_absolute_error: 66.4005
Epoch 2234/5000
148/148 [==============================] - 0s 34us/step - loss: 3520.3674 - mean_absolute_error: 41.1276 - val_loss: 8203.0056 - val_mean_absolute_error: 66.3953
Epoch 2235/5000
148/148 [==============================] - 0s 27us/step - loss: 3519.3130 - mean_absolute_error: 41.1197 - val_loss: 8202.0534 - val_mean_absolute_error: 66.3898
Epoch 2236/5000
148/148 [==============================] - 0s 27us/step - loss: 3518.2397 - mean_absolute_error: 41.1122 - val_loss: 8201.0538 - val_mean_absolute_error: 66.3843
Epoch 2237/5000
148/148 [==============================] - 0s 27us/step - loss: 3517.1475 - mean_absolute_error: 41.1049 - val_loss: 8200.0054 - val_mean_absolute_error: 66.3789
Epoch 2238/5000
148/148 [==============================] - 0s 27us/step - loss: 3516.0554 - mean_absolute_error: 41.0978 - val_loss: 8199.0266 - val_mean_absolute_error: 66.3741
Epoch 2239/5000
148/148 [==============================] - 0s 20us/step - loss: 3514.9810 - mean_absolute_error: 41.0910 - val_loss: 8197.9540 - val_mean_absolute_error: 66.3691
Epoch 2240/5000
148/148 [==============================] - 0s 27us/step - loss: 3513.9160 - mean_absolute_error: 41.0839 - val_loss: 8196.9265 - val_mean_absolute_error: 66.3632
Epoch 2241/5000
148/148 [==============================] - 0s 41us/step - loss: 3512.7969 - mean_absolute_error: 41.0758 - val_loss: 8195.8089 - val_mean_absolute_error: 66.3573
Epoch 2242/5000
148/148 [==============================] - 0s 27us/step - loss: 3511.7290 - mean_absolute_error: 41.0680 - val_loss: 8194.7220 - val_mean_absolute_error: 66.3521
Epoch 2243/5000
148/148 [==============================] - 0s 27us/step - loss: 3510.6729 - mean_absolute_error: 41.0605 - val_loss: 8193.6213 - val_mean_absolute_error: 66.3454
Epoch 2244/5000
148/148 [==============================] - 0s 20us/step - loss: 3509.6111 - mean_absolute_error: 41.0526 - val_loss: 8192.5464 - val_mean_absolute_error: 66.3397
Epoch 2245/5000
148/148 [==============================] - 0s 27us/step - loss: 3508.5327 - mean_absolute_error: 41.0450 - val_loss: 8191.5761 - val_mean_absolute_error: 66.3352
Epoch 2246/5000
148/148 [==============================] - 0s 27us/step - loss: 3507.4407 - mean_absolute_error: 41.0376 - val_loss: 8190.5820 - val_mean_absolute_error: 66.3304
Epoch 2247/5000
148/148 [==============================] - 0s 20us/step - loss: 3506.3606 - mean_absolute_error: 41.0304 - val_loss: 8189.6117 - val_mean_absolute_error: 66.3257
Epoch 2248/5000
148/148 [==============================] - 0s 27us/step - loss: 3505.3474 - mean_absolute_error: 41.0237 - val_loss: 8188.6803 - val_mean_absolute_error: 66.3200
Epoch 2249/5000
148/148 [==============================] - 0s 20us/step - loss: 3504.2476 - mean_absolute_error: 41.0157 - val_loss: 8187.8702 - val_mean_absolute_error: 66.3141
Epoch 2250/5000
148/148 [==============================] - 0s 20us/step - loss: 3503.1743 - mean_absolute_error: 41.0073 - val_loss: 8186.9771 - val_mean_absolute_error: 66.3081
Epoch 2251/5000
148/148 [==============================] - 0s 20us/step - loss: 3502.1084 - mean_absolute_error: 40.9994 - val_loss: 8186.1312 - val_mean_absolute_error: 66.3027
Epoch 2252/5000
148/148 [==============================] - 0s 20us/step - loss: 3501.0420 - mean_absolute_error: 40.9916 - val_loss: 8185.2238 - val_mean_absolute_error: 66.2971
Epoch 2253/5000
148/148 [==============================] - 0s 20us/step - loss: 3499.9663 - mean_absolute_error: 40.9841 - val_loss: 8184.3170 - val_mean_absolute_error: 66.2921
Epoch 2254/5000
148/148 [==============================] - 0s 20us/step - loss: 3498.8950 - mean_absolute_error: 40.9769 - val_loss: 8183.2576 - val_mean_absolute_error: 66.2863
Epoch 2255/5000
148/148 [==============================] - 0s 20us/step - loss: 3497.8125 - mean_absolute_error: 40.9693 - val_loss: 8182.2420 - val_mean_absolute_error: 66.2815
Epoch 2256/5000
148/148 [==============================] - 0s 20us/step - loss: 3496.7378 - mean_absolute_error: 40.9621 - val_loss: 8181.1461 - val_mean_absolute_error: 66.2765
Epoch 2257/5000
148/148 [==============================] - 0s 20us/step - loss: 3495.6650 - mean_absolute_error: 40.9549 - val_loss: 8180.0390 - val_mean_absolute_error: 66.2717
Epoch 2258/5000
148/148 [==============================] - 0s 20us/step - loss: 3494.5920 - mean_absolute_error: 40.9475 - val_loss: 8179.0701 - val_mean_absolute_error: 66.2664
Epoch 2259/5000
148/148 [==============================] - 0s 20us/step - loss: 3493.5166 - mean_absolute_error: 40.9397 - val_loss: 8178.0632 - val_mean_absolute_error: 66.2609
Epoch 2260/5000
148/148 [==============================] - 0s 20us/step - loss: 3492.4658 - mean_absolute_error: 40.9322 - val_loss: 8176.9331 - val_mean_absolute_error: 66.2551
Epoch 2261/5000
148/148 [==============================] - 0s 20us/step - loss: 3491.4490 - mean_absolute_error: 40.9249 - val_loss: 8175.9014 - val_mean_absolute_error: 66.2485
Epoch 2262/5000
148/148 [==============================] - 0s 20us/step - loss: 3490.3867 - mean_absolute_error: 40.9172 - val_loss: 8174.8759 - val_mean_absolute_error: 66.2423
Epoch 2263/5000
148/148 [==============================] - 0s 20us/step - loss: 3489.3540 - mean_absolute_error: 40.9098 - val_loss: 8173.9377 - val_mean_absolute_error: 66.2372
Epoch 2264/5000
148/148 [==============================] - 0s 27us/step - loss: 3488.3176 - mean_absolute_error: 40.9026 - val_loss: 8172.9573 - val_mean_absolute_error: 66.2321
Epoch 2265/5000
148/148 [==============================] - 0s 20us/step - loss: 3487.2881 - mean_absolute_error: 40.8955 - val_loss: 8172.0065 - val_mean_absolute_error: 66.2261
Epoch 2266/5000
148/148 [==============================] - 0s 20us/step - loss: 3486.2466 - mean_absolute_error: 40.8878 - val_loss: 8170.9905 - val_mean_absolute_error: 66.2199
Epoch 2267/5000
148/148 [==============================] - 0s 20us/step - loss: 3485.2043 - mean_absolute_error: 40.8803 - val_loss: 8169.8925 - val_mean_absolute_error: 66.2131
Epoch 2268/5000
148/148 [==============================] - 0s 20us/step - loss: 3484.1790 - mean_absolute_error: 40.8727 - val_loss: 8168.6812 - val_mean_absolute_error: 66.2055
Epoch 2269/5000
148/148 [==============================] - 0s 20us/step - loss: 3483.1353 - mean_absolute_error: 40.8649 - val_loss: 8167.5107 - val_mean_absolute_error: 66.1989
Epoch 2270/5000
148/148 [==============================] - 0s 27us/step - loss: 3482.0879 - mean_absolute_error: 40.8573 - val_loss: 8166.3349 - val_mean_absolute_error: 66.1926
Epoch 2271/5000
148/148 [==============================] - 0s 20us/step - loss: 3481.0703 - mean_absolute_error: 40.8500 - val_loss: 8165.2852 - val_mean_absolute_error: 66.1857
Epoch 2272/5000
148/148 [==============================] - 0s 27us/step - loss: 3480.0254 - mean_absolute_error: 40.8422 - val_loss: 8164.3089 - val_mean_absolute_error: 66.1779
Epoch 2273/5000
148/148 [==============================] - 0s 20us/step - loss: 3478.9780 - mean_absolute_error: 40.8339 - val_loss: 8163.3774 - val_mean_absolute_error: 66.1712
Epoch 2274/5000
148/148 [==============================] - 0s 20us/step - loss: 3477.9475 - mean_absolute_error: 40.8259 - val_loss: 8162.4452 - val_mean_absolute_error: 66.1653
Epoch 2275/5000
148/148 [==============================] - 0s 20us/step - loss: 3476.9351 - mean_absolute_error: 40.8183 - val_loss: 8161.4245 - val_mean_absolute_error: 66.1592
Epoch 2276/5000
148/148 [==============================] - 0s 27us/step - loss: 3475.9111 - mean_absolute_error: 40.8110 - val_loss: 8160.3418 - val_mean_absolute_error: 66.1532
Epoch 2277/5000
148/148 [==============================] - 0s 20us/step - loss: 3474.8674 - mean_absolute_error: 40.8039 - val_loss: 8159.3456 - val_mean_absolute_error: 66.1483
Epoch 2278/5000
148/148 [==============================] - 0s 20us/step - loss: 3473.8296 - mean_absolute_error: 40.7969 - val_loss: 8158.3118 - val_mean_absolute_error: 66.1431
Epoch 2279/5000
148/148 [==============================] - 0s 20us/step - loss: 3472.7964 - mean_absolute_error: 40.7900 - val_loss: 8157.2153 - val_mean_absolute_error: 66.1377
Epoch 2280/5000
148/148 [==============================] - 0s 20us/step - loss: 3471.8062 - mean_absolute_error: 40.7830 - val_loss: 8156.1237 - val_mean_absolute_error: 66.1310
Epoch 2281/5000
148/148 [==============================] - 0s 20us/step - loss: 3470.7571 - mean_absolute_error: 40.7747 - val_loss: 8155.1380 - val_mean_absolute_error: 66.1239
Epoch 2282/5000
148/148 [==============================] - 0s 20us/step - loss: 3469.7185 - mean_absolute_error: 40.7660 - val_loss: 8154.2746 - val_mean_absolute_error: 66.1184
Epoch 2283/5000
148/148 [==============================] - 0s 20us/step - loss: 3468.6958 - mean_absolute_error: 40.7576 - val_loss: 8153.4173 - val_mean_absolute_error: 66.1133
Epoch 2284/5000
148/148 [==============================] - 0s 20us/step - loss: 3467.6863 - mean_absolute_error: 40.7497 - val_loss: 8152.5047 - val_mean_absolute_error: 66.1078
Epoch 2285/5000
148/148 [==============================] - 0s 20us/step - loss: 3466.6636 - mean_absolute_error: 40.7420 - val_loss: 8151.5446 - val_mean_absolute_error: 66.1021
Epoch 2286/5000
148/148 [==============================] - 0s 27us/step - loss: 3465.6541 - mean_absolute_error: 40.7346 - val_loss: 8150.6169 - val_mean_absolute_error: 66.0972
Epoch 2287/5000
148/148 [==============================] - 0s 20us/step - loss: 3464.6094 - mean_absolute_error: 40.7274 - val_loss: 8149.7398 - val_mean_absolute_error: 66.0932
Epoch 2288/5000
148/148 [==============================] - 0s 20us/step - loss: 3463.5830 - mean_absolute_error: 40.7205 - val_loss: 8148.7752 - val_mean_absolute_error: 66.0885
Epoch 2289/5000
148/148 [==============================] - 0s 20us/step - loss: 3462.5708 - mean_absolute_error: 40.7137 - val_loss: 8147.8443 - val_mean_absolute_error: 66.0827
Epoch 2290/5000
148/148 [==============================] - 0s 20us/step - loss: 3461.5154 - mean_absolute_error: 40.7060 - val_loss: 8146.9949 - val_mean_absolute_error: 66.0761
Epoch 2291/5000
148/148 [==============================] - 0s 20us/step - loss: 3460.4561 - mean_absolute_error: 40.6976 - val_loss: 8146.0721 - val_mean_absolute_error: 66.0693
Epoch 2292/5000
148/148 [==============================] - 0s 27us/step - loss: 3459.4282 - mean_absolute_error: 40.6895 - val_loss: 8145.0914 - val_mean_absolute_error: 66.0623
Epoch 2293/5000
148/148 [==============================] - 0s 27us/step - loss: 3458.3977 - mean_absolute_error: 40.6816 - val_loss: 8144.0594 - val_mean_absolute_error: 66.0555
Epoch 2294/5000
148/148 [==============================] - 0s 27us/step - loss: 3457.3586 - mean_absolute_error: 40.6733 - val_loss: 8142.9662 - val_mean_absolute_error: 66.0489
Epoch 2295/5000
148/148 [==============================] - 0s 20us/step - loss: 3456.3105 - mean_absolute_error: 40.6648 - val_loss: 8141.9939 - val_mean_absolute_error: 66.0437
Epoch 2296/5000
148/148 [==============================] - 0s 20us/step - loss: 3455.2825 - mean_absolute_error: 40.6567 - val_loss: 8141.0540 - val_mean_absolute_error: 66.0390
Epoch 2297/5000
148/148 [==============================] - 0s 20us/step - loss: 3454.2446 - mean_absolute_error: 40.6489 - val_loss: 8140.0731 - val_mean_absolute_error: 66.0340
Epoch 2298/5000
148/148 [==============================] - 0s 27us/step - loss: 3453.2542 - mean_absolute_error: 40.6416 - val_loss: 8139.0890 - val_mean_absolute_error: 66.0275
Epoch 2299/5000
148/148 [==============================] - 0s 20us/step - loss: 3452.2085 - mean_absolute_error: 40.6336 - val_loss: 8138.1979 - val_mean_absolute_error: 66.0204
Epoch 2300/5000
148/148 [==============================] - 0s 27us/step - loss: 3451.1357 - mean_absolute_error: 40.6251 - val_loss: 8137.2976 - val_mean_absolute_error: 66.0135
Epoch 2301/5000
148/148 [==============================] - 0s 20us/step - loss: 3450.0986 - mean_absolute_error: 40.6172 - val_loss: 8136.3813 - val_mean_absolute_error: 66.0070
Epoch 2302/5000
148/148 [==============================] - 0s 20us/step - loss: 3449.0796 - mean_absolute_error: 40.6096 - val_loss: 8135.5162 - val_mean_absolute_error: 66.0013
Epoch 2303/5000
148/148 [==============================] - 0s 20us/step - loss: 3448.0449 - mean_absolute_error: 40.6019 - val_loss: 8134.6389 - val_mean_absolute_error: 65.9963
Epoch 2304/5000
148/148 [==============================] - 0s 20us/step - loss: 3446.9851 - mean_absolute_error: 40.5941 - val_loss: 8133.7145 - val_mean_absolute_error: 65.9912
Epoch 2305/5000
148/148 [==============================] - 0s 20us/step - loss: 3445.9487 - mean_absolute_error: 40.5864 - val_loss: 8132.6447 - val_mean_absolute_error: 65.9853
Epoch 2306/5000
148/148 [==============================] - 0s 20us/step - loss: 3444.9363 - mean_absolute_error: 40.5784 - val_loss: 8131.5385 - val_mean_absolute_error: 65.9775
Epoch 2307/5000
148/148 [==============================] - 0s 20us/step - loss: 3443.8755 - mean_absolute_error: 40.5691 - val_loss: 8130.4437 - val_mean_absolute_error: 65.9698
Epoch 2308/5000
148/148 [==============================] - 0s 27us/step - loss: 3442.8459 - mean_absolute_error: 40.5605 - val_loss: 8129.3029 - val_mean_absolute_error: 65.9619
Epoch 2309/5000
148/148 [==============================] - 0s 20us/step - loss: 3441.8318 - mean_absolute_error: 40.5524 - val_loss: 8128.1624 - val_mean_absolute_error: 65.9550
Epoch 2310/5000
148/148 [==============================] - 0s 20us/step - loss: 3440.8262 - mean_absolute_error: 40.5444 - val_loss: 8127.2444 - val_mean_absolute_error: 65.9485
Epoch 2311/5000
148/148 [==============================] - 0s 20us/step - loss: 3439.7727 - mean_absolute_error: 40.5358 - val_loss: 8126.3468 - val_mean_absolute_error: 65.9423
Epoch 2312/5000
148/148 [==============================] - 0s 20us/step - loss: 3438.7571 - mean_absolute_error: 40.5276 - val_loss: 8125.4555 - val_mean_absolute_error: 65.9362
Epoch 2313/5000
148/148 [==============================] - 0s 27us/step - loss: 3437.7397 - mean_absolute_error: 40.5197 - val_loss: 8124.4920 - val_mean_absolute_error: 65.9301
Epoch 2314/5000
148/148 [==============================] - 0s 20us/step - loss: 3436.7158 - mean_absolute_error: 40.5121 - val_loss: 8123.5916 - val_mean_absolute_error: 65.9231
Epoch 2315/5000
148/148 [==============================] - 0s 20us/step - loss: 3435.7192 - mean_absolute_error: 40.5038 - val_loss: 8122.7609 - val_mean_absolute_error: 65.9174
Epoch 2316/5000
148/148 [==============================] - 0s 27us/step - loss: 3434.7063 - mean_absolute_error: 40.4957 - val_loss: 8121.9843 - val_mean_absolute_error: 65.9123
Epoch 2317/5000
148/148 [==============================] - 0s 20us/step - loss: 3433.6653 - mean_absolute_error: 40.4877 - val_loss: 8121.2709 - val_mean_absolute_error: 65.9077
Epoch 2318/5000
148/148 [==============================] - 0s 20us/step - loss: 3432.6636 - mean_absolute_error: 40.4800 - val_loss: 8120.5083 - val_mean_absolute_error: 65.9025
Epoch 2319/5000
148/148 [==============================] - 0s 20us/step - loss: 3431.6755 - mean_absolute_error: 40.4725 - val_loss: 8119.6451 - val_mean_absolute_error: 65.8954
Epoch 2320/5000
148/148 [==============================] - 0s 20us/step - loss: 3430.6421 - mean_absolute_error: 40.4638 - val_loss: 8118.6771 - val_mean_absolute_error: 65.8883
Epoch 2321/5000
148/148 [==============================] - 0s 27us/step - loss: 3429.6091 - mean_absolute_error: 40.4553 - val_loss: 8117.6848 - val_mean_absolute_error: 65.8816
Epoch 2322/5000
148/148 [==============================] - 0s 20us/step - loss: 3428.5845 - mean_absolute_error: 40.4472 - val_loss: 8116.7230 - val_mean_absolute_error: 65.8754
Epoch 2323/5000
148/148 [==============================] - 0s 27us/step - loss: 3427.5806 - mean_absolute_error: 40.4395 - val_loss: 8115.7812 - val_mean_absolute_error: 65.8678
Epoch 2324/5000
148/148 [==============================] - 0s 27us/step - loss: 3426.5710 - mean_absolute_error: 40.4308 - val_loss: 8114.9083 - val_mean_absolute_error: 65.8612
Epoch 2325/5000
148/148 [==============================] - 0s 20us/step - loss: 3425.5801 - mean_absolute_error: 40.4224 - val_loss: 8114.0301 - val_mean_absolute_error: 65.8552
Epoch 2326/5000
148/148 [==============================] - 0s 20us/step - loss: 3424.5706 - mean_absolute_error: 40.4142 - val_loss: 8113.1576 - val_mean_absolute_error: 65.8494
Epoch 2327/5000
148/148 [==============================] - 0s 20us/step - loss: 3423.5679 - mean_absolute_error: 40.4064 - val_loss: 8112.3089 - val_mean_absolute_error: 65.8440
Epoch 2328/5000
148/148 [==============================] - 0s 20us/step - loss: 3422.5613 - mean_absolute_error: 40.3988 - val_loss: 8111.4129 - val_mean_absolute_error: 65.8384
Epoch 2329/5000
148/148 [==============================] - 0s 27us/step - loss: 3421.5967 - mean_absolute_error: 40.3914 - val_loss: 8110.5598 - val_mean_absolute_error: 65.8318
Epoch 2330/5000
148/148 [==============================] - 0s 20us/step - loss: 3420.5952 - mean_absolute_error: 40.3831 - val_loss: 8109.8099 - val_mean_absolute_error: 65.8246
Epoch 2331/5000
148/148 [==============================] - 0s 27us/step - loss: 3419.6162 - mean_absolute_error: 40.3744 - val_loss: 8109.1457 - val_mean_absolute_error: 65.8189
Epoch 2332/5000
148/148 [==============================] - 0s 20us/step - loss: 3418.6160 - mean_absolute_error: 40.3660 - val_loss: 8108.3834 - val_mean_absolute_error: 65.8134
Epoch 2333/5000
148/148 [==============================] - 0s 34us/step - loss: 3417.6406 - mean_absolute_error: 40.3579 - val_loss: 8107.6653 - val_mean_absolute_error: 65.8088
Epoch 2334/5000
148/148 [==============================] - 0s 20us/step - loss: 3416.6829 - mean_absolute_error: 40.3502 - val_loss: 8106.7379 - val_mean_absolute_error: 65.8030
Epoch 2335/5000
148/148 [==============================] - 0s 27us/step - loss: 3415.6941 - mean_absolute_error: 40.3421 - val_loss: 8105.7003 - val_mean_absolute_error: 65.7962
Epoch 2336/5000
148/148 [==============================] - 0s 20us/step - loss: 3414.7080 - mean_absolute_error: 40.3339 - val_loss: 8104.7407 - val_mean_absolute_error: 65.7904
Epoch 2337/5000
148/148 [==============================] - 0s 27us/step - loss: 3413.7388 - mean_absolute_error: 40.3260 - val_loss: 8103.8222 - val_mean_absolute_error: 65.7851
Epoch 2338/5000
148/148 [==============================] - 0s 20us/step - loss: 3412.7583 - mean_absolute_error: 40.3184 - val_loss: 8102.8776 - val_mean_absolute_error: 65.7796
Epoch 2339/5000
148/148 [==============================] - 0s 20us/step - loss: 3411.7603 - mean_absolute_error: 40.3108 - val_loss: 8101.9722 - val_mean_absolute_error: 65.7745
Epoch 2340/5000
148/148 [==============================] - 0s 34us/step - loss: 3410.8452 - mean_absolute_error: 40.3035 - val_loss: 8101.1180 - val_mean_absolute_error: 65.7685
Epoch 2341/5000
148/148 [==============================] - 0s 20us/step - loss: 3409.8699 - mean_absolute_error: 40.2954 - val_loss: 8100.3317 - val_mean_absolute_error: 65.7617
Epoch 2342/5000
148/148 [==============================] - 0s 20us/step - loss: 3408.8279 - mean_absolute_error: 40.2866 - val_loss: 8099.5591 - val_mean_absolute_error: 65.7539
Epoch 2343/5000
148/148 [==============================] - 0s 20us/step - loss: 3407.8342 - mean_absolute_error: 40.2776 - val_loss: 8098.7996 - val_mean_absolute_error: 65.7472
Epoch 2344/5000
148/148 [==============================] - 0s 20us/step - loss: 3406.8618 - mean_absolute_error: 40.2690 - val_loss: 8098.1155 - val_mean_absolute_error: 65.7416
Epoch 2345/5000
148/148 [==============================] - 0s 20us/step - loss: 3405.8972 - mean_absolute_error: 40.2609 - val_loss: 8097.3894 - val_mean_absolute_error: 65.7363
Epoch 2346/5000
148/148 [==============================] - 0s 20us/step - loss: 3404.9331 - mean_absolute_error: 40.2532 - val_loss: 8096.5827 - val_mean_absolute_error: 65.7306
Epoch 2347/5000
148/148 [==============================] - 0s 20us/step - loss: 3403.9600 - mean_absolute_error: 40.2456 - val_loss: 8095.6997 - val_mean_absolute_error: 65.7245
Epoch 2348/5000
148/148 [==============================] - 0s 27us/step - loss: 3402.9705 - mean_absolute_error: 40.2382 - val_loss: 8094.8171 - val_mean_absolute_error: 65.7187
Epoch 2349/5000
148/148 [==============================] - 0s 20us/step - loss: 3401.9607 - mean_absolute_error: 40.2308 - val_loss: 8093.9442 - val_mean_absolute_error: 65.7132
Epoch 2350/5000
148/148 [==============================] - 0s 20us/step - loss: 3400.9983 - mean_absolute_error: 40.2236 - val_loss: 8093.1080 - val_mean_absolute_error: 65.7084
Epoch 2351/5000
148/148 [==============================] - 0s 20us/step - loss: 3400.0249 - mean_absolute_error: 40.2160 - val_loss: 8092.1717 - val_mean_absolute_error: 65.7032
Epoch 2352/5000
148/148 [==============================] - 0s 27us/step - loss: 3399.0383 - mean_absolute_error: 40.2080 - val_loss: 8091.0672 - val_mean_absolute_error: 65.6969
Epoch 2353/5000
148/148 [==============================] - 0s 20us/step - loss: 3398.0500 - mean_absolute_error: 40.1998 - val_loss: 8089.9024 - val_mean_absolute_error: 65.6908
Epoch 2354/5000
148/148 [==============================] - 0s 27us/step - loss: 3397.0894 - mean_absolute_error: 40.1919 - val_loss: 8088.8688 - val_mean_absolute_error: 65.6840
Epoch 2355/5000
148/148 [==============================] - 0s 20us/step - loss: 3396.1235 - mean_absolute_error: 40.1835 - val_loss: 8087.9901 - val_mean_absolute_error: 65.6767
Epoch 2356/5000
148/148 [==============================] - 0s 27us/step - loss: 3395.1345 - mean_absolute_error: 40.1746 - val_loss: 8087.1533 - val_mean_absolute_error: 65.6701
Epoch 2357/5000
148/148 [==============================] - 0s 20us/step - loss: 3394.1790 - mean_absolute_error: 40.1660 - val_loss: 8086.4861 - val_mean_absolute_error: 65.6652
Epoch 2358/5000
148/148 [==============================] - 0s 27us/step - loss: 3393.2161 - mean_absolute_error: 40.1576 - val_loss: 8085.8440 - val_mean_absolute_error: 65.6611
Epoch 2359/5000
148/148 [==============================] - 0s 27us/step - loss: 3392.2351 - mean_absolute_error: 40.1494 - val_loss: 8085.1734 - val_mean_absolute_error: 65.6571
Epoch 2360/5000
148/148 [==============================] - 0s 20us/step - loss: 3391.2700 - mean_absolute_error: 40.1414 - val_loss: 8084.4728 - val_mean_absolute_error: 65.6525
Epoch 2361/5000
148/148 [==============================] - 0s 20us/step - loss: 3390.3044 - mean_absolute_error: 40.1339 - val_loss: 8083.9050 - val_mean_absolute_error: 65.6476
Epoch 2362/5000
148/148 [==============================] - 0s 20us/step - loss: 3389.3389 - mean_absolute_error: 40.1257 - val_loss: 8083.3135 - val_mean_absolute_error: 65.6425
Epoch 2363/5000
148/148 [==============================] - 0s 20us/step - loss: 3388.3733 - mean_absolute_error: 40.1179 - val_loss: 8082.7038 - val_mean_absolute_error: 65.6375
Epoch 2364/5000
148/148 [==============================] - 0s 20us/step - loss: 3387.4141 - mean_absolute_error: 40.1101 - val_loss: 8081.9834 - val_mean_absolute_error: 65.6320
Epoch 2365/5000
148/148 [==============================] - 0s 20us/step - loss: 3386.4692 - mean_absolute_error: 40.1026 - val_loss: 8081.2475 - val_mean_absolute_error: 65.6254
Epoch 2366/5000
148/148 [==============================] - 0s 20us/step - loss: 3385.4844 - mean_absolute_error: 40.0942 - val_loss: 8080.7072 - val_mean_absolute_error: 65.6196
Epoch 2367/5000
148/148 [==============================] - 0s 20us/step - loss: 3384.5283 - mean_absolute_error: 40.0854 - val_loss: 8080.1060 - val_mean_absolute_error: 65.6143
Epoch 2368/5000
148/148 [==============================] - 0s 27us/step - loss: 3383.5774 - mean_absolute_error: 40.0770 - val_loss: 8079.5047 - val_mean_absolute_error: 65.6092
Epoch 2369/5000
148/148 [==============================] - 0s 27us/step - loss: 3382.6272 - mean_absolute_error: 40.0689 - val_loss: 8078.9342 - val_mean_absolute_error: 65.6044
Epoch 2370/5000
148/148 [==============================] - 0s 27us/step - loss: 3381.6726 - mean_absolute_error: 40.0612 - val_loss: 8078.2708 - val_mean_absolute_error: 65.5993
Epoch 2371/5000
148/148 [==============================] - 0s 27us/step - loss: 3380.7053 - mean_absolute_error: 40.0537 - val_loss: 8077.4446 - val_mean_absolute_error: 65.5937
Epoch 2372/5000
148/148 [==============================] - 0s 27us/step - loss: 3379.7180 - mean_absolute_error: 40.0463 - val_loss: 8076.5621 - val_mean_absolute_error: 65.5879
Epoch 2373/5000
148/148 [==============================] - 0s 27us/step - loss: 3378.7883 - mean_absolute_error: 40.0391 - val_loss: 8075.6664 - val_mean_absolute_error: 65.5827
Epoch 2374/5000
148/148 [==============================] - 0s 20us/step - loss: 3377.8215 - mean_absolute_error: 40.0312 - val_loss: 8074.7701 - val_mean_absolute_error: 65.5780
Epoch 2375/5000
148/148 [==============================] - 0s 27us/step - loss: 3376.8362 - mean_absolute_error: 40.0229 - val_loss: 8073.9446 - val_mean_absolute_error: 65.5744
Epoch 2376/5000
148/148 [==============================] - 0s 20us/step - loss: 3375.9092 - mean_absolute_error: 40.0151 - val_loss: 8073.2120 - val_mean_absolute_error: 65.5698
Epoch 2377/5000
148/148 [==============================] - 0s 20us/step - loss: 3374.9507 - mean_absolute_error: 40.0068 - val_loss: 8072.5758 - val_mean_absolute_error: 65.5646
Epoch 2378/5000
148/148 [==============================] - 0s 20us/step - loss: 3374.0002 - mean_absolute_error: 39.9982 - val_loss: 8071.7656 - val_mean_absolute_error: 65.5586
Epoch 2379/5000
148/148 [==============================] - 0s 20us/step - loss: 3373.0603 - mean_absolute_error: 39.9899 - val_loss: 8070.8908 - val_mean_absolute_error: 65.5526
Epoch 2380/5000
148/148 [==============================] - 0s 20us/step - loss: 3372.1245 - mean_absolute_error: 39.9817 - val_loss: 8069.9889 - val_mean_absolute_error: 65.5467
Epoch 2381/5000
148/148 [==============================] - 0s 20us/step - loss: 3371.1587 - mean_absolute_error: 39.9738 - val_loss: 8069.0713 - val_mean_absolute_error: 65.5410
Epoch 2382/5000
148/148 [==============================] - 0s 20us/step - loss: 3370.2024 - mean_absolute_error: 39.9661 - val_loss: 8068.1470 - val_mean_absolute_error: 65.5357
Epoch 2383/5000
148/148 [==============================] - 0s 27us/step - loss: 3369.2473 - mean_absolute_error: 39.9588 - val_loss: 8067.3346 - val_mean_absolute_error: 65.5318
Epoch 2384/5000
148/148 [==============================] - 0s 20us/step - loss: 3368.3213 - mean_absolute_error: 39.9520 - val_loss: 8066.7175 - val_mean_absolute_error: 65.5282
Epoch 2385/5000
148/148 [==============================] - 0s 20us/step - loss: 3367.3738 - mean_absolute_error: 39.9448 - val_loss: 8066.2243 - val_mean_absolute_error: 65.5239
Epoch 2386/5000
148/148 [==============================] - 0s 20us/step - loss: 3366.4443 - mean_absolute_error: 39.9371 - val_loss: 8065.6756 - val_mean_absolute_error: 65.5195
Epoch 2387/5000
148/148 [==============================] - 0s 20us/step - loss: 3365.5100 - mean_absolute_error: 39.9294 - val_loss: 8064.9218 - val_mean_absolute_error: 65.5140
Epoch 2388/5000
148/148 [==============================] - 0s 20us/step - loss: 3364.5706 - mean_absolute_error: 39.9214 - val_loss: 8064.1153 - val_mean_absolute_error: 65.5092
Epoch 2389/5000
148/148 [==============================] - 0s 20us/step - loss: 3363.6235 - mean_absolute_error: 39.9135 - val_loss: 8063.2881 - val_mean_absolute_error: 65.5049
Epoch 2390/5000
148/148 [==============================] - 0s 20us/step - loss: 3362.6931 - mean_absolute_error: 39.9059 - val_loss: 8062.4460 - val_mean_absolute_error: 65.5008
Epoch 2391/5000
148/148 [==============================] - 0s 20us/step - loss: 3361.7522 - mean_absolute_error: 39.8986 - val_loss: 8061.5768 - val_mean_absolute_error: 65.4969
Epoch 2392/5000
148/148 [==============================] - 0s 20us/step - loss: 3360.7964 - mean_absolute_error: 39.8916 - val_loss: 8060.5431 - val_mean_absolute_error: 65.4921
Epoch 2393/5000
148/148 [==============================] - 0s 20us/step - loss: 3359.8474 - mean_absolute_error: 39.8844 - val_loss: 8059.5714 - val_mean_absolute_error: 65.4876
Epoch 2394/5000
148/148 [==============================] - 0s 20us/step - loss: 3358.9551 - mean_absolute_error: 39.8776 - val_loss: 8058.6386 - val_mean_absolute_error: 65.4819
Epoch 2395/5000
148/148 [==============================] - 0s 20us/step - loss: 3358.0146 - mean_absolute_error: 39.8700 - val_loss: 8057.7940 - val_mean_absolute_error: 65.4755
Epoch 2396/5000
148/148 [==============================] - 0s 20us/step - loss: 3357.0620 - mean_absolute_error: 39.8618 - val_loss: 8057.0642 - val_mean_absolute_error: 65.4705
Epoch 2397/5000
148/148 [==============================] - 0s 20us/step - loss: 3356.1265 - mean_absolute_error: 39.8543 - val_loss: 8056.3201 - val_mean_absolute_error: 65.4657
Epoch 2398/5000
148/148 [==============================] - 0s 20us/step - loss: 3355.2019 - mean_absolute_error: 39.8472 - val_loss: 8055.5167 - val_mean_absolute_error: 65.4610
Epoch 2399/5000
148/148 [==============================] - 0s 27us/step - loss: 3354.2871 - mean_absolute_error: 39.8403 - val_loss: 8054.6973 - val_mean_absolute_error: 65.4569
Epoch 2400/5000
148/148 [==============================] - 0s 20us/step - loss: 3353.3481 - mean_absolute_error: 39.8335 - val_loss: 8053.9638 - val_mean_absolute_error: 65.4540
Epoch 2401/5000
148/148 [==============================] - 0s 20us/step - loss: 3352.4065 - mean_absolute_error: 39.8267 - val_loss: 8053.1900 - val_mean_absolute_error: 65.4509
Epoch 2402/5000
148/148 [==============================] - 0s 20us/step - loss: 3351.5034 - mean_absolute_error: 39.8201 - val_loss: 8052.5128 - val_mean_absolute_error: 65.4470
Epoch 2403/5000
148/148 [==============================] - 0s 20us/step - loss: 3350.5740 - mean_absolute_error: 39.8124 - val_loss: 8051.7579 - val_mean_absolute_error: 65.4414
Epoch 2404/5000
148/148 [==============================] - 0s 27us/step - loss: 3349.6377 - mean_absolute_error: 39.8038 - val_loss: 8051.0314 - val_mean_absolute_error: 65.4364
Epoch 2405/5000
148/148 [==============================] - 0s 20us/step - loss: 3348.7439 - mean_absolute_error: 39.7957 - val_loss: 8050.4287 - val_mean_absolute_error: 65.4327
Epoch 2406/5000
148/148 [==============================] - 0s 20us/step - loss: 3347.8206 - mean_absolute_error: 39.7881 - val_loss: 8049.9189 - val_mean_absolute_error: 65.4301
Epoch 2407/5000
148/148 [==============================] - 0s 20us/step - loss: 3346.9036 - mean_absolute_error: 39.7808 - val_loss: 8049.3640 - val_mean_absolute_error: 65.4275
Epoch 2408/5000
148/148 [==============================] - 0s 20us/step - loss: 3345.9810 - mean_absolute_error: 39.7737 - val_loss: 8048.7398 - val_mean_absolute_error: 65.4248
Epoch 2409/5000
148/148 [==============================] - 0s 20us/step - loss: 3345.0547 - mean_absolute_error: 39.7666 - val_loss: 8048.0974 - val_mean_absolute_error: 65.4217
Epoch 2410/5000
148/148 [==============================] - 0s 20us/step - loss: 3344.1135 - mean_absolute_error: 39.7597 - val_loss: 8047.3076 - val_mean_absolute_error: 65.4181
Epoch 2411/5000
148/148 [==============================] - 0s 20us/step - loss: 3343.1772 - mean_absolute_error: 39.7528 - val_loss: 8046.4087 - val_mean_absolute_error: 65.4137
Epoch 2412/5000
148/148 [==============================] - 0s 20us/step - loss: 3342.2493 - mean_absolute_error: 39.7455 - val_loss: 8045.5639 - val_mean_absolute_error: 65.4083
Epoch 2413/5000
148/148 [==============================] - 0s 20us/step - loss: 3341.3254 - mean_absolute_error: 39.7372 - val_loss: 8044.8209 - val_mean_absolute_error: 65.4038
Epoch 2414/5000
148/148 [==============================] - 0s 20us/step - loss: 3340.4094 - mean_absolute_error: 39.7292 - val_loss: 8044.2391 - val_mean_absolute_error: 65.4011
Epoch 2415/5000
148/148 [==============================] - 0s 20us/step - loss: 3339.4839 - mean_absolute_error: 39.7215 - val_loss: 8043.5351 - val_mean_absolute_error: 65.3980
Epoch 2416/5000
148/148 [==============================] - 0s 20us/step - loss: 3338.5710 - mean_absolute_error: 39.7139 - val_loss: 8042.9123 - val_mean_absolute_error: 65.3940
Epoch 2417/5000
148/148 [==============================] - 0s 20us/step - loss: 3337.6443 - mean_absolute_error: 39.7059 - val_loss: 8042.2619 - val_mean_absolute_error: 65.3898
Epoch 2418/5000
148/148 [==============================] - 0s 20us/step - loss: 3336.7336 - mean_absolute_error: 39.6982 - val_loss: 8041.6080 - val_mean_absolute_error: 65.3858
Epoch 2419/5000
148/148 [==============================] - 0s 27us/step - loss: 3335.8059 - mean_absolute_error: 39.6908 - val_loss: 8040.8873 - val_mean_absolute_error: 65.3820
Epoch 2420/5000
148/148 [==============================] - 0s 27us/step - loss: 3334.8845 - mean_absolute_error: 39.6835 - val_loss: 8040.1288 - val_mean_absolute_error: 65.3771
Epoch 2421/5000
148/148 [==============================] - 0s 20us/step - loss: 3333.9685 - mean_absolute_error: 39.6756 - val_loss: 8039.4793 - val_mean_absolute_error: 65.3736
Epoch 2422/5000
148/148 [==============================] - 0s 20us/step - loss: 3333.0586 - mean_absolute_error: 39.6681 - val_loss: 8038.8081 - val_mean_absolute_error: 65.3701
Epoch 2423/5000
148/148 [==============================] - 0s 20us/step - loss: 3332.1460 - mean_absolute_error: 39.6609 - val_loss: 8038.1698 - val_mean_absolute_error: 65.3671
Epoch 2424/5000
148/148 [==============================] - 0s 20us/step - loss: 3331.2102 - mean_absolute_error: 39.6536 - val_loss: 8037.5669 - val_mean_absolute_error: 65.3644
Epoch 2425/5000
148/148 [==============================] - 0s 20us/step - loss: 3330.2957 - mean_absolute_error: 39.6464 - val_loss: 8037.1952 - val_mean_absolute_error: 65.3620
Epoch 2426/5000
148/148 [==============================] - 0s 20us/step - loss: 3329.3586 - mean_absolute_error: 39.6387 - val_loss: 8036.7793 - val_mean_absolute_error: 65.3594
Epoch 2427/5000
148/148 [==============================] - 0s 20us/step - loss: 3328.4651 - mean_absolute_error: 39.6314 - val_loss: 8036.2521 - val_mean_absolute_error: 65.3565
Epoch 2428/5000
148/148 [==============================] - 0s 20us/step - loss: 3327.5530 - mean_absolute_error: 39.6242 - val_loss: 8035.7168 - val_mean_absolute_error: 65.3525
Epoch 2429/5000
148/148 [==============================] - 0s 14us/step - loss: 3326.6226 - mean_absolute_error: 39.6161 - val_loss: 8035.1654 - val_mean_absolute_error: 65.3490
Epoch 2430/5000
148/148 [==============================] - 0s 27us/step - loss: 3325.7351 - mean_absolute_error: 39.6083 - val_loss: 8034.6701 - val_mean_absolute_error: 65.3463
Epoch 2431/5000
148/148 [==============================] - 0s 20us/step - loss: 3324.8245 - mean_absolute_error: 39.6005 - val_loss: 8034.1222 - val_mean_absolute_error: 65.3435
Epoch 2432/5000
148/148 [==============================] - 0s 20us/step - loss: 3323.9050 - mean_absolute_error: 39.5925 - val_loss: 8033.5533 - val_mean_absolute_error: 65.3409
Epoch 2433/5000
148/148 [==============================] - 0s 20us/step - loss: 3323.0007 - mean_absolute_error: 39.5849 - val_loss: 8032.9173 - val_mean_absolute_error: 65.3381
Epoch 2434/5000
148/148 [==============================] - 0s 20us/step - loss: 3322.0837 - mean_absolute_error: 39.5774 - val_loss: 8032.2864 - val_mean_absolute_error: 65.3355
Epoch 2435/5000
148/148 [==============================] - 0s 20us/step - loss: 3321.1555 - mean_absolute_error: 39.5701 - val_loss: 8031.5297 - val_mean_absolute_error: 65.3321
Epoch 2436/5000
148/148 [==============================] - 0s 20us/step - loss: 3320.2502 - mean_absolute_error: 39.5630 - val_loss: 8030.8719 - val_mean_absolute_error: 65.3278
Epoch 2437/5000
148/148 [==============================] - 0s 20us/step - loss: 3319.3193 - mean_absolute_error: 39.5549 - val_loss: 8030.2981 - val_mean_absolute_error: 65.3230
Epoch 2438/5000
148/148 [==============================] - 0s 20us/step - loss: 3318.4006 - mean_absolute_error: 39.5462 - val_loss: 8029.7889 - val_mean_absolute_error: 65.3192
Epoch 2439/5000
148/148 [==============================] - 0s 20us/step - loss: 3317.4771 - mean_absolute_error: 39.5380 - val_loss: 8029.3494 - val_mean_absolute_error: 65.3167
Epoch 2440/5000
148/148 [==============================] - 0s 20us/step - loss: 3316.5442 - mean_absolute_error: 39.5303 - val_loss: 8028.9561 - val_mean_absolute_error: 65.3148
Epoch 2441/5000
148/148 [==============================] - 0s 20us/step - loss: 3315.6096 - mean_absolute_error: 39.5229 - val_loss: 8028.5409 - val_mean_absolute_error: 65.3128
Epoch 2442/5000
148/148 [==============================] - 0s 20us/step - loss: 3314.7039 - mean_absolute_error: 39.5154 - val_loss: 8028.0946 - val_mean_absolute_error: 65.3105
Epoch 2443/5000
148/148 [==============================] - 0s 20us/step - loss: 3313.6978 - mean_absolute_error: 39.5080 - val_loss: 8027.6292 - val_mean_absolute_error: 65.3083
Epoch 2444/5000
148/148 [==============================] - 0s 27us/step - loss: 3312.7439 - mean_absolute_error: 39.5007 - val_loss: 8027.1950 - val_mean_absolute_error: 65.3063
Epoch 2445/5000
148/148 [==============================] - 0s 27us/step - loss: 3311.8105 - mean_absolute_error: 39.4934 - val_loss: 8026.6919 - val_mean_absolute_error: 65.3026
Epoch 2446/5000
148/148 [==============================] - 0s 20us/step - loss: 3310.8074 - mean_absolute_error: 39.4847 - val_loss: 8026.2034 - val_mean_absolute_error: 65.2979
Epoch 2447/5000
148/148 [==============================] - 0s 27us/step - loss: 3309.8369 - mean_absolute_error: 39.4756 - val_loss: 8025.6756 - val_mean_absolute_error: 65.2933
Epoch 2448/5000
148/148 [==============================] - 0s 20us/step - loss: 3308.9521 - mean_absolute_error: 39.4669 - val_loss: 8025.1663 - val_mean_absolute_error: 65.2893
Epoch 2449/5000
148/148 [==============================] - 0s 27us/step - loss: 3307.9404 - mean_absolute_error: 39.4583 - val_loss: 8024.7296 - val_mean_absolute_error: 65.2863
Epoch 2450/5000
148/148 [==============================] - 0s 27us/step - loss: 3306.9863 - mean_absolute_error: 39.4502 - val_loss: 8024.3816 - val_mean_absolute_error: 65.2840
Epoch 2451/5000
148/148 [==============================] - 0s 27us/step - loss: 3306.0283 - mean_absolute_error: 39.4425 - val_loss: 8024.0147 - val_mean_absolute_error: 65.2822
Epoch 2452/5000
148/148 [==============================] - 0s 20us/step - loss: 3305.0645 - mean_absolute_error: 39.4350 - val_loss: 8023.6706 - val_mean_absolute_error: 65.2808
Epoch 2453/5000
148/148 [==============================] - 0s 27us/step - loss: 3304.0955 - mean_absolute_error: 39.4274 - val_loss: 8023.2320 - val_mean_absolute_error: 65.2792
Epoch 2454/5000
148/148 [==============================] - 0s 27us/step - loss: 3303.1335 - mean_absolute_error: 39.4200 - val_loss: 8022.6885 - val_mean_absolute_error: 65.2753
Epoch 2455/5000
148/148 [==============================] - 0s 20us/step - loss: 3302.2007 - mean_absolute_error: 39.4112 - val_loss: 8022.1360 - val_mean_absolute_error: 65.2710
Epoch 2456/5000
148/148 [==============================] - 0s 27us/step - loss: 3301.2080 - mean_absolute_error: 39.4028 - val_loss: 8021.5309 - val_mean_absolute_error: 65.2666
Epoch 2457/5000
148/148 [==============================] - 0s 27us/step - loss: 3300.2500 - mean_absolute_error: 39.3946 - val_loss: 8021.1138 - val_mean_absolute_error: 65.2619
Epoch 2458/5000
148/148 [==============================] - 0s 20us/step - loss: 3299.2949 - mean_absolute_error: 39.3859 - val_loss: 8020.7250 - val_mean_absolute_error: 65.2582
Epoch 2459/5000
148/148 [==============================] - 0s 27us/step - loss: 3298.3445 - mean_absolute_error: 39.3776 - val_loss: 8020.3847 - val_mean_absolute_error: 65.2550
Epoch 2460/5000
148/148 [==============================] - 0s 20us/step - loss: 3297.3789 - mean_absolute_error: 39.3695 - val_loss: 8019.9655 - val_mean_absolute_error: 65.2519
Epoch 2461/5000
148/148 [==============================] - 0s 27us/step - loss: 3296.4111 - mean_absolute_error: 39.3617 - val_loss: 8019.5102 - val_mean_absolute_error: 65.2490
Epoch 2462/5000
148/148 [==============================] - 0s 20us/step - loss: 3295.5063 - mean_absolute_error: 39.3540 - val_loss: 8019.0209 - val_mean_absolute_error: 65.2460
Epoch 2463/5000
148/148 [==============================] - 0s 20us/step - loss: 3294.5269 - mean_absolute_error: 39.3464 - val_loss: 8018.5503 - val_mean_absolute_error: 65.2417
Epoch 2464/5000
148/148 [==============================] - 0s 20us/step - loss: 3293.5657 - mean_absolute_error: 39.3376 - val_loss: 8018.0715 - val_mean_absolute_error: 65.2381
Epoch 2465/5000
148/148 [==============================] - 0s 20us/step - loss: 3292.6272 - mean_absolute_error: 39.3292 - val_loss: 8017.5438 - val_mean_absolute_error: 65.2348
Epoch 2466/5000
148/148 [==============================] - 0s 20us/step - loss: 3291.6858 - mean_absolute_error: 39.3210 - val_loss: 8017.1058 - val_mean_absolute_error: 65.2325
Epoch 2467/5000
148/148 [==============================] - 0s 20us/step - loss: 3290.7363 - mean_absolute_error: 39.3129 - val_loss: 8016.8770 - val_mean_absolute_error: 65.2305
Epoch 2468/5000
148/148 [==============================] - 0s 20us/step - loss: 3289.7717 - mean_absolute_error: 39.3040 - val_loss: 8016.6383 - val_mean_absolute_error: 65.2285
Epoch 2469/5000
148/148 [==============================] - 0s 20us/step - loss: 3288.8179 - mean_absolute_error: 39.2954 - val_loss: 8016.3987 - val_mean_absolute_error: 65.2270
Epoch 2470/5000
148/148 [==============================] - 0s 20us/step - loss: 3287.8367 - mean_absolute_error: 39.2866 - val_loss: 8016.3172 - val_mean_absolute_error: 65.2265
Epoch 2471/5000
148/148 [==============================] - 0s 20us/step - loss: 3286.8367 - mean_absolute_error: 39.2776 - val_loss: 8016.3541 - val_mean_absolute_error: 65.2268
Epoch 2472/5000
148/148 [==============================] - 0s 20us/step - loss: 3285.8601 - mean_absolute_error: 39.2691 - val_loss: 8016.4824 - val_mean_absolute_error: 65.2265
Out[62]:
<keras.callbacks.History at 0x2073fff2fd0>
In [63]:
model2.predict(standardized_X_test)
Out[63]:
array([[355.50076 ],
       [394.17578 ],
       [342.70807 ],
       [149.68298 ],
       [304.81726 ],
       [232.46695 ],
       [365.4119  ],
       [150.28703 ],
       [ 45.674076],
       [138.57634 ],
       [189.87653 ],
       [246.9104  ],
       [417.53275 ],
       [349.12885 ],
       [350.93042 ],
       [415.4225  ],
       [380.7013  ],
       [246.44934 ],
       [417.0654  ],
       [370.22214 ],
       [451.77936 ],
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       [234.6053  ],
       [431.93625 ],
       [357.42938 ],
       [415.51538 ],
       [342.47372 ],
       [236.61952 ],
       [354.63605 ],
       [302.62827 ],
       [429.76233 ],
       [320.35754 ],
       [248.98083 ],
       [388.64618 ],
       [360.49902 ],
       [459.64157 ],
       [394.96106 ],
       [325.60245 ],
       [328.6074  ],
       [454.71017 ],
       [354.83835 ],
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In [64]:
score = model2.evaluate(standardized_X_test,
y_test,
batch_size=36)

150/150 [==============================] - 0s 33us/step
In [65]:
score
Out[65]:
[8016.4822265625, 65.22645324707031]
In [66]:
model3 = Sequential()
model3.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model3.add(Dense(9,activation='relu',input_dim=standardized_X.shape[1]))
model3.add(Dense(3,activation='relu',input_dim=9))
model3.add(Dense(1))
model3.compile(optimizer='adam', loss='mse', metrics=['mae'])
In [67]:
model3.fit(standardized_X,
 y_train,
 batch_size=148,
 epochs=5000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/5000
148/148 [==============================] - 1s 4ms/step - loss: 96322.2031 - mean_absolute_error: 267.0095 - val_loss: 160981.3967 - val_mean_absolute_error: 379.6494
Epoch 2/5000
148/148 [==============================] - 0s 20us/step - loss: 96306.6250 - mean_absolute_error: 266.9847 - val_loss: 160955.2483 - val_mean_absolute_error: 379.6183
Epoch 3/5000
148/148 [==============================] - 0s 27us/step - loss: 96293.6328 - mean_absolute_error: 266.9639 - val_loss: 160925.6375 - val_mean_absolute_error: 379.5830
Epoch 4/5000
148/148 [==============================] - 0s 27us/step - loss: 96278.8359 - mean_absolute_error: 266.9402 - val_loss: 160896.8612 - val_mean_absolute_error: 379.5488
Epoch 5/5000
148/148 [==============================] - 0s 20us/step - loss: 96264.6094 - mean_absolute_error: 266.9174 - val_loss: 160870.5246 - val_mean_absolute_error: 379.5174
Epoch 6/5000
148/148 [==============================] - 0s 27us/step - loss: 96251.6719 - mean_absolute_error: 266.8967 - val_loss: 160844.5275 - val_mean_absolute_error: 379.4866
Epoch 7/5000
148/148 [==============================] - 0s 20us/step - loss: 96239.5000 - mean_absolute_error: 266.8773 - val_loss: 160818.9912 - val_mean_absolute_error: 379.4562
Epoch 8/5000
148/148 [==============================] - 0s 27us/step - loss: 96228.0469 - mean_absolute_error: 266.8588 - val_loss: 160793.7927 - val_mean_absolute_error: 379.4264
Epoch 9/5000
148/148 [==============================] - 0s 34us/step - loss: 96216.9531 - mean_absolute_error: 266.8408 - val_loss: 160770.1983 - val_mean_absolute_error: 379.3983
Epoch 10/5000
148/148 [==============================] - 0s 34us/step - loss: 96206.3750 - mean_absolute_error: 266.8235 - val_loss: 160747.4679 - val_mean_absolute_error: 379.3713
Epoch 11/5000
148/148 [==============================] - 0s 34us/step - loss: 96196.5078 - mean_absolute_error: 266.8072 - val_loss: 160725.6913 - val_mean_absolute_error: 379.3455
Epoch 12/5000
148/148 [==============================] - 0s 27us/step - loss: 96187.3359 - mean_absolute_error: 266.7917 - val_loss: 160705.0546 - val_mean_absolute_error: 379.3211
Epoch 13/5000
148/148 [==============================] - 0s 27us/step - loss: 96179.0156 - mean_absolute_error: 266.7776 - val_loss: 160685.6956 - val_mean_absolute_error: 379.2983
Epoch 14/5000
148/148 [==============================] - 0s 34us/step - loss: 96171.0781 - mean_absolute_error: 266.7640 - val_loss: 160667.3387 - val_mean_absolute_error: 379.2767
Epoch 15/5000
148/148 [==============================] - 0s 34us/step - loss: 96163.8359 - mean_absolute_error: 266.7515 - val_loss: 160650.9073 - val_mean_absolute_error: 379.2572
Epoch 16/5000
148/148 [==============================] - 0s 34us/step - loss: 96157.3828 - mean_absolute_error: 266.7401 - val_loss: 160635.5381 - val_mean_absolute_error: 379.2390
Epoch 17/5000
148/148 [==============================] - 0s 27us/step - loss: 96151.5703 - mean_absolute_error: 266.7296 - val_loss: 160621.3700 - val_mean_absolute_error: 379.2222
Epoch 18/5000
148/148 [==============================] - 0s 41us/step - loss: 96146.3438 - mean_absolute_error: 266.7200 - val_loss: 160607.8329 - val_mean_absolute_error: 379.2063
Epoch 19/5000
148/148 [==============================] - 0s 27us/step - loss: 96141.4375 - mean_absolute_error: 266.7109 - val_loss: 160595.3121 - val_mean_absolute_error: 379.1917
Epoch 20/5000
148/148 [==============================] - 0s 27us/step - loss: 96136.9844 - mean_absolute_error: 266.7025 - val_loss: 160583.7150 - val_mean_absolute_error: 379.1782
Epoch 21/5000
148/148 [==============================] - 0s 34us/step - loss: 96132.8125 - mean_absolute_error: 266.6945 - val_loss: 160572.9492 - val_mean_absolute_error: 379.1658
Epoch 22/5000
148/148 [==============================] - 0s 34us/step - loss: 96128.9531 - mean_absolute_error: 266.6869 - val_loss: 160562.8754 - val_mean_absolute_error: 379.1542
Epoch 23/5000
148/148 [==============================] - 0s 27us/step - loss: 96125.5625 - mean_absolute_error: 266.6802 - val_loss: 160553.6785 - val_mean_absolute_error: 379.1435
Epoch 24/5000
148/148 [==============================] - 0s 27us/step - loss: 96122.5391 - mean_absolute_error: 266.6740 - val_loss: 160545.0954 - val_mean_absolute_error: 379.1335
Epoch 25/5000
148/148 [==============================] - 0s 34us/step - loss: 96119.7656 - mean_absolute_error: 266.6683 - val_loss: 160537.2513 - val_mean_absolute_error: 379.1245
Epoch 26/5000
148/148 [==============================] - 0s 27us/step - loss: 96117.2031 - mean_absolute_error: 266.6631 - val_loss: 160530.2990 - val_mean_absolute_error: 379.1164
Epoch 27/5000
148/148 [==============================] - 0s 27us/step - loss: 96114.7266 - mean_absolute_error: 266.6580 - val_loss: 160524.2396 - val_mean_absolute_error: 379.1093
Epoch 28/5000
148/148 [==============================] - 0s 34us/step - loss: 96112.3281 - mean_absolute_error: 266.6532 - val_loss: 160518.7200 - val_mean_absolute_error: 379.1030
Epoch 29/5000
148/148 [==============================] - 0s 34us/step - loss: 96110.1250 - mean_absolute_error: 266.6487 - val_loss: 160513.6313 - val_mean_absolute_error: 379.0971
Epoch 30/5000
148/148 [==============================] - 0s 34us/step - loss: 96108.1172 - mean_absolute_error: 266.6447 - val_loss: 160508.8954 - val_mean_absolute_error: 379.0916
Epoch 31/5000
148/148 [==============================] - 0s 27us/step - loss: 96106.2188 - mean_absolute_error: 266.6408 - val_loss: 160504.5631 - val_mean_absolute_error: 379.0865
Epoch 32/5000
148/148 [==============================] - 0s 27us/step - loss: 96104.4453 - mean_absolute_error: 266.6373 - val_loss: 160500.5275 - val_mean_absolute_error: 379.0818
Epoch 33/5000
148/148 [==============================] - 0s 27us/step - loss: 96102.7969 - mean_absolute_error: 266.6340 - val_loss: 160496.7567 - val_mean_absolute_error: 379.0774
Epoch 34/5000
148/148 [==============================] - 0s 27us/step - loss: 96101.2656 - mean_absolute_error: 266.6309 - val_loss: 160493.2044 - val_mean_absolute_error: 379.0732
Epoch 35/5000
148/148 [==============================] - 0s 41us/step - loss: 96099.8438 - mean_absolute_error: 266.6280 - val_loss: 160489.8400 - val_mean_absolute_error: 379.0692
Epoch 36/5000
148/148 [==============================] - 0s 27us/step - loss: 96098.5234 - mean_absolute_error: 266.6253 - val_loss: 160486.7725 - val_mean_absolute_error: 379.0656
Epoch 37/5000
148/148 [==============================] - 0s 34us/step - loss: 96097.3438 - mean_absolute_error: 266.6229 - val_loss: 160483.8615 - val_mean_absolute_error: 379.0622
Epoch 38/5000
148/148 [==============================] - 0s 41us/step - loss: 96096.2344 - mean_absolute_error: 266.6206 - val_loss: 160481.1842 - val_mean_absolute_error: 379.0589
Epoch 39/5000
148/148 [==============================] - 0s 27us/step - loss: 96095.2266 - mean_absolute_error: 266.6184 - val_loss: 160478.6635 - val_mean_absolute_error: 379.0559
Epoch 40/5000
148/148 [==============================] - 0s 41us/step - loss: 96094.2969 - mean_absolute_error: 266.6164 - val_loss: 160476.2687 - val_mean_absolute_error: 379.0530
Epoch 41/5000
148/148 [==============================] - 0s 27us/step - loss: 96093.3906 - mean_absolute_error: 266.6146 - val_loss: 160474.0004 - val_mean_absolute_error: 379.0502
Epoch 42/5000
148/148 [==============================] - 0s 34us/step - loss: 96092.5781 - mean_absolute_error: 266.6128 - val_loss: 160471.8273 - val_mean_absolute_error: 379.0476
Epoch 43/5000
148/148 [==============================] - 0s 34us/step - loss: 96091.8047 - mean_absolute_error: 266.6111 - val_loss: 160469.7654 - val_mean_absolute_error: 379.0451
Epoch 44/5000
148/148 [==============================] - 0s 34us/step - loss: 96091.0781 - mean_absolute_error: 266.6096 - val_loss: 160467.7358 - val_mean_absolute_error: 379.0426
Epoch 45/5000
148/148 [==============================] - 0s 47us/step - loss: 96090.3359 - mean_absolute_error: 266.6080 - val_loss: 160465.8175 - val_mean_absolute_error: 379.0403
Epoch 46/5000
148/148 [==============================] - 0s 27us/step - loss: 96089.6328 - mean_absolute_error: 266.6065 - val_loss: 160463.9467 - val_mean_absolute_error: 379.0380
Epoch 47/5000
148/148 [==============================] - 0s 27us/step - loss: 96088.9062 - mean_absolute_error: 266.6050 - val_loss: 160462.1396 - val_mean_absolute_error: 379.0358
Epoch 48/5000
148/148 [==============================] - 0s 47us/step - loss: 96088.1875 - mean_absolute_error: 266.6034 - val_loss: 160460.3958 - val_mean_absolute_error: 379.0336
Epoch 49/5000
148/148 [==============================] - 0s 41us/step - loss: 96087.4766 - mean_absolute_error: 266.6020 - val_loss: 160458.7002 - val_mean_absolute_error: 379.0315
Epoch 50/5000
148/148 [==============================] - 0s 34us/step - loss: 96086.7734 - mean_absolute_error: 266.6005 - val_loss: 160457.0519 - val_mean_absolute_error: 379.0295
Epoch 51/5000
148/148 [==============================] - 0s 47us/step - loss: 96086.0781 - mean_absolute_error: 266.5991 - val_loss: 160455.4362 - val_mean_absolute_error: 379.0275
Epoch 52/5000
148/148 [==============================] - 0s 27us/step - loss: 96085.3984 - mean_absolute_error: 266.5976 - val_loss: 160453.8835 - val_mean_absolute_error: 379.0256
Epoch 53/5000
148/148 [==============================] - 0s 34us/step - loss: 96084.7188 - mean_absolute_error: 266.5962 - val_loss: 160452.3785 - val_mean_absolute_error: 379.0237
Epoch 54/5000
148/148 [==============================] - 0s 27us/step - loss: 96084.0625 - mean_absolute_error: 266.5948 - val_loss: 160450.9208 - val_mean_absolute_error: 379.0219
Epoch 55/5000
148/148 [==============================] - 0s 34us/step - loss: 96083.3984 - mean_absolute_error: 266.5934 - val_loss: 160449.4642 - val_mean_absolute_error: 379.0201
Epoch 56/5000
148/148 [==============================] - 0s 34us/step - loss: 96082.7422 - mean_absolute_error: 266.5921 - val_loss: 160448.0396 - val_mean_absolute_error: 379.0183
Epoch 57/5000
148/148 [==============================] - 0s 34us/step - loss: 96082.0938 - mean_absolute_error: 266.5908 - val_loss: 160446.6471 - val_mean_absolute_error: 379.0165
Epoch 58/5000
148/148 [==============================] - 0s 27us/step - loss: 96081.4453 - mean_absolute_error: 266.5894 - val_loss: 160445.3021 - val_mean_absolute_error: 379.0149
Epoch 59/5000
148/148 [==============================] - 0s 47us/step - loss: 96080.8281 - mean_absolute_error: 266.5881 - val_loss: 160443.9471 - val_mean_absolute_error: 379.0131
Epoch 60/5000
148/148 [==============================] - 0s 27us/step - loss: 96080.1797 - mean_absolute_error: 266.5867 - val_loss: 160442.6458 - val_mean_absolute_error: 379.0115
Epoch 61/5000
148/148 [==============================] - 0s 27us/step - loss: 96079.5391 - mean_absolute_error: 266.5854 - val_loss: 160441.3296 - val_mean_absolute_error: 379.0098
Epoch 62/5000
148/148 [==============================] - 0s 27us/step - loss: 96078.9141 - mean_absolute_error: 266.5841 - val_loss: 160440.0290 - val_mean_absolute_error: 379.0082
Epoch 63/5000
148/148 [==============================] - 0s 27us/step - loss: 96078.2656 - mean_absolute_error: 266.5827 - val_loss: 160438.7442 - val_mean_absolute_error: 379.0066
Epoch 64/5000
148/148 [==============================] - 0s 34us/step - loss: 96077.6484 - mean_absolute_error: 266.5815 - val_loss: 160437.4904 - val_mean_absolute_error: 379.0050
Epoch 65/5000
148/148 [==============================] - 0s 34us/step - loss: 96077.0391 - mean_absolute_error: 266.5803 - val_loss: 160436.2683 - val_mean_absolute_error: 379.0035
Epoch 66/5000
148/148 [==============================] - 0s 41us/step - loss: 96076.4375 - mean_absolute_error: 266.5791 - val_loss: 160435.1081 - val_mean_absolute_error: 379.0020
Epoch 67/5000
148/148 [==============================] - 0s 34us/step - loss: 96075.8438 - mean_absolute_error: 266.5779 - val_loss: 160433.9792 - val_mean_absolute_error: 379.0005
Epoch 68/5000
148/148 [==============================] - 0s 27us/step - loss: 96075.2578 - mean_absolute_error: 266.5767 - val_loss: 160432.9121 - val_mean_absolute_error: 378.9991
Epoch 69/5000
148/148 [==============================] - 0s 41us/step - loss: 96074.6641 - mean_absolute_error: 266.5755 - val_loss: 160431.8302 - val_mean_absolute_error: 378.9978
Epoch 70/5000
148/148 [==============================] - 0s 41us/step - loss: 96074.0703 - mean_absolute_error: 266.5743 - val_loss: 160430.7792 - val_mean_absolute_error: 378.9964
Epoch 71/5000
148/148 [==============================] - 0s 34us/step - loss: 96073.4766 - mean_absolute_error: 266.5731 - val_loss: 160429.7750 - val_mean_absolute_error: 378.9952
Epoch 72/5000
148/148 [==============================] - 0s 34us/step - loss: 96072.8984 - mean_absolute_error: 266.5719 - val_loss: 160428.8017 - val_mean_absolute_error: 378.9940
Epoch 73/5000
148/148 [==============================] - 0s 34us/step - loss: 96072.3281 - mean_absolute_error: 266.5707 - val_loss: 160427.8442 - val_mean_absolute_error: 378.9928
Epoch 74/5000
148/148 [==============================] - 0s 41us/step - loss: 96071.7266 - mean_absolute_error: 266.5695 - val_loss: 160426.8867 - val_mean_absolute_error: 378.9916
Epoch 75/5000
148/148 [==============================] - 0s 41us/step - loss: 96071.1484 - mean_absolute_error: 266.5684 - val_loss: 160425.9450 - val_mean_absolute_error: 378.9905
Epoch 76/5000
148/148 [==============================] - 0s 27us/step - loss: 96070.5547 - mean_absolute_error: 266.5672 - val_loss: 160425.0187 - val_mean_absolute_error: 378.9893
Epoch 77/5000
148/148 [==============================] - 0s 20us/step - loss: 96069.9766 - mean_absolute_error: 266.5660 - val_loss: 160424.1233 - val_mean_absolute_error: 378.9881
Epoch 78/5000
148/148 [==============================] - 0s 34us/step - loss: 96069.4062 - mean_absolute_error: 266.5648 - val_loss: 160423.2129 - val_mean_absolute_error: 378.9870
Epoch 79/5000
148/148 [==============================] - 0s 27us/step - loss: 96068.8125 - mean_absolute_error: 266.5637 - val_loss: 160422.3021 - val_mean_absolute_error: 378.9859
Epoch 80/5000
148/148 [==============================] - 0s 34us/step - loss: 96068.2344 - mean_absolute_error: 266.5625 - val_loss: 160421.4225 - val_mean_absolute_error: 378.9848
Epoch 81/5000
148/148 [==============================] - 0s 34us/step - loss: 96067.6641 - mean_absolute_error: 266.5614 - val_loss: 160420.5600 - val_mean_absolute_error: 378.9837
Epoch 82/5000
148/148 [==============================] - 0s 27us/step - loss: 96067.1016 - mean_absolute_error: 266.5602 - val_loss: 160419.7000 - val_mean_absolute_error: 378.9826
Epoch 83/5000
148/148 [==============================] - 0s 27us/step - loss: 96066.5547 - mean_absolute_error: 266.5590 - val_loss: 160418.8554 - val_mean_absolute_error: 378.9816
Epoch 84/5000
148/148 [==============================] - 0s 27us/step - loss: 96066.0000 - mean_absolute_error: 266.5579 - val_loss: 160417.9950 - val_mean_absolute_error: 378.9805
Epoch 85/5000
148/148 [==============================] - 0s 27us/step - loss: 96065.4531 - mean_absolute_error: 266.5568 - val_loss: 160417.1658 - val_mean_absolute_error: 378.9795
Epoch 86/5000
148/148 [==============================] - 0s 34us/step - loss: 96064.9062 - mean_absolute_error: 266.5557 - val_loss: 160416.3054 - val_mean_absolute_error: 378.9784
Epoch 87/5000
148/148 [==============================] - 0s 34us/step - loss: 96064.3516 - mean_absolute_error: 266.5546 - val_loss: 160415.4763 - val_mean_absolute_error: 378.9773
Epoch 88/5000
148/148 [==============================] - 0s 34us/step - loss: 96063.8047 - mean_absolute_error: 266.5534 - val_loss: 160414.6625 - val_mean_absolute_error: 378.9763
Epoch 89/5000
148/148 [==============================] - 0s 27us/step - loss: 96063.2578 - mean_absolute_error: 266.5523 - val_loss: 160413.8333 - val_mean_absolute_error: 378.9753
Epoch 90/5000
148/148 [==============================] - 0s 34us/step - loss: 96062.7266 - mean_absolute_error: 266.5512 - val_loss: 160412.9883 - val_mean_absolute_error: 378.9742
Epoch 91/5000
148/148 [==============================] - 0s 34us/step - loss: 96062.1641 - mean_absolute_error: 266.5501 - val_loss: 160412.1898 - val_mean_absolute_error: 378.9732
Epoch 92/5000
148/148 [==============================] - 0s 27us/step - loss: 96061.6250 - mean_absolute_error: 266.5490 - val_loss: 160411.3604 - val_mean_absolute_error: 378.9721
Epoch 93/5000
148/148 [==============================] - 0s 34us/step - loss: 96061.0703 - mean_absolute_error: 266.5478 - val_loss: 160410.5623 - val_mean_absolute_error: 378.9711
Epoch 94/5000
148/148 [==============================] - 0s 27us/step - loss: 96060.5312 - mean_absolute_error: 266.5467 - val_loss: 160409.7792 - val_mean_absolute_error: 378.9701
Epoch 95/5000
148/148 [==============================] - 0s 27us/step - loss: 96059.9766 - mean_absolute_error: 266.5456 - val_loss: 160408.9498 - val_mean_absolute_error: 378.9691
Epoch 96/5000
148/148 [==============================] - 0s 34us/step - loss: 96059.4297 - mean_absolute_error: 266.5444 - val_loss: 160408.1512 - val_mean_absolute_error: 378.9681
Epoch 97/5000
148/148 [==============================] - 0s 41us/step - loss: 96058.8906 - mean_absolute_error: 266.5433 - val_loss: 160407.3527 - val_mean_absolute_error: 378.9670
Epoch 98/5000
148/148 [==============================] - 0s 27us/step - loss: 96058.3516 - mean_absolute_error: 266.5421 - val_loss: 160406.5546 - val_mean_absolute_error: 378.9660
Epoch 99/5000
148/148 [==============================] - 0s 27us/step - loss: 96057.8203 - mean_absolute_error: 266.5411 - val_loss: 160405.7712 - val_mean_absolute_error: 378.9650
Epoch 100/5000
148/148 [==============================] - 0s 34us/step - loss: 96057.2734 - mean_absolute_error: 266.5399 - val_loss: 160404.9729 - val_mean_absolute_error: 378.9640
Epoch 101/5000
148/148 [==============================] - 0s 34us/step - loss: 96056.7344 - mean_absolute_error: 266.5388 - val_loss: 160404.1742 - val_mean_absolute_error: 378.9629
Epoch 102/5000
148/148 [==============================] - 0s 34us/step - loss: 96056.1875 - mean_absolute_error: 266.5377 - val_loss: 160403.3917 - val_mean_absolute_error: 378.9619
Epoch 103/5000
148/148 [==============================] - 0s 27us/step - loss: 96055.6719 - mean_absolute_error: 266.5366 - val_loss: 160402.5929 - val_mean_absolute_error: 378.9609
Epoch 104/5000
148/148 [==============================] - 0s 34us/step - loss: 96055.1172 - mean_absolute_error: 266.5355 - val_loss: 160401.7944 - val_mean_absolute_error: 378.9599
Epoch 105/5000
148/148 [==============================] - 0s 34us/step - loss: 96054.5781 - mean_absolute_error: 266.5344 - val_loss: 160401.0267 - val_mean_absolute_error: 378.9589
Epoch 106/5000
148/148 [==============================] - 0s 27us/step - loss: 96054.0312 - mean_absolute_error: 266.5333 - val_loss: 160400.2435 - val_mean_absolute_error: 378.9579
Epoch 107/5000
148/148 [==============================] - 0s 27us/step - loss: 96053.4922 - mean_absolute_error: 266.5321 - val_loss: 160399.4608 - val_mean_absolute_error: 378.9569
Epoch 108/5000
148/148 [==============================] - 0s 27us/step - loss: 96052.9688 - mean_absolute_error: 266.5310 - val_loss: 160398.6623 - val_mean_absolute_error: 378.9559
Epoch 109/5000
148/148 [==============================] - 0s 27us/step - loss: 96052.4219 - mean_absolute_error: 266.5300 - val_loss: 160397.8792 - val_mean_absolute_error: 378.9549
Epoch 110/5000
148/148 [==============================] - 0s 27us/step - loss: 96051.8828 - mean_absolute_error: 266.5289 - val_loss: 160397.1115 - val_mean_absolute_error: 378.9539
Epoch 111/5000
148/148 [==============================] - 0s 27us/step - loss: 96051.3359 - mean_absolute_error: 266.5278 - val_loss: 160396.3438 - val_mean_absolute_error: 378.9529
Epoch 112/5000
148/148 [==============================] - 0s 27us/step - loss: 96050.8047 - mean_absolute_error: 266.5268 - val_loss: 160395.5452 - val_mean_absolute_error: 378.9519
Epoch 113/5000
148/148 [==============================] - 0s 27us/step - loss: 96050.2500 - mean_absolute_error: 266.5256 - val_loss: 160394.8087 - val_mean_absolute_error: 378.9510
Epoch 114/5000
148/148 [==============================] - 0s 34us/step - loss: 96049.7344 - mean_absolute_error: 266.5246 - val_loss: 160394.0254 - val_mean_absolute_error: 378.9500
Epoch 115/5000
148/148 [==============================] - 0s 34us/step - loss: 96049.1953 - mean_absolute_error: 266.5235 - val_loss: 160393.2425 - val_mean_absolute_error: 378.9490
Epoch 116/5000
148/148 [==============================] - 0s 34us/step - loss: 96048.6562 - mean_absolute_error: 266.5225 - val_loss: 160392.4592 - val_mean_absolute_error: 378.9479
Epoch 117/5000
148/148 [==============================] - 0s 27us/step - loss: 96048.1094 - mean_absolute_error: 266.5214 - val_loss: 160391.7075 - val_mean_absolute_error: 378.9470
Epoch 118/5000
148/148 [==============================] - 0s 27us/step - loss: 96047.5859 - mean_absolute_error: 266.5203 - val_loss: 160390.9242 - val_mean_absolute_error: 378.9459
Epoch 119/5000
148/148 [==============================] - 0s 34us/step - loss: 96047.0391 - mean_absolute_error: 266.5192 - val_loss: 160390.1565 - val_mean_absolute_error: 378.9450
Epoch 120/5000
148/148 [==============================] - 0s 27us/step - loss: 96046.5156 - mean_absolute_error: 266.5182 - val_loss: 160389.3888 - val_mean_absolute_error: 378.9440
Epoch 121/5000
148/148 [==============================] - 0s 34us/step - loss: 96045.9609 - mean_absolute_error: 266.5171 - val_loss: 160388.6056 - val_mean_absolute_error: 378.9430
Epoch 122/5000
148/148 [==============================] - 0s 34us/step - loss: 96045.4219 - mean_absolute_error: 266.5160 - val_loss: 160387.8379 - val_mean_absolute_error: 378.9420
Epoch 123/5000
148/148 [==============================] - 0s 41us/step - loss: 96044.8750 - mean_absolute_error: 266.5149 - val_loss: 160387.0706 - val_mean_absolute_error: 378.9410
Epoch 124/5000
148/148 [==============================] - 0s 27us/step - loss: 96044.3594 - mean_absolute_error: 266.5138 - val_loss: 160386.3029 - val_mean_absolute_error: 378.9401
Epoch 125/5000
148/148 [==============================] - 0s 34us/step - loss: 96043.8203 - mean_absolute_error: 266.5128 - val_loss: 160385.5198 - val_mean_absolute_error: 378.9391
Epoch 126/5000
148/148 [==============================] - 0s 34us/step - loss: 96043.2578 - mean_absolute_error: 266.5117 - val_loss: 160384.7521 - val_mean_absolute_error: 378.9381
Epoch 127/5000
148/148 [==============================] - 0s 34us/step - loss: 96042.7344 - mean_absolute_error: 266.5107 - val_loss: 160383.9844 - val_mean_absolute_error: 378.9371
Epoch 128/5000
148/148 [==============================] - 0s 34us/step - loss: 96042.1953 - mean_absolute_error: 266.5097 - val_loss: 160383.2171 - val_mean_absolute_error: 378.9361
Epoch 129/5000
148/148 [==============================] - 0s 27us/step - loss: 96041.6641 - mean_absolute_error: 266.5086 - val_loss: 160382.4492 - val_mean_absolute_error: 378.9352
Epoch 130/5000
148/148 [==============================] - 0s 27us/step - loss: 96041.1250 - mean_absolute_error: 266.5076 - val_loss: 160381.6971 - val_mean_absolute_error: 378.9342
Epoch 131/5000
148/148 [==============================] - 0s 27us/step - loss: 96040.5781 - mean_absolute_error: 266.5066 - val_loss: 160380.9138 - val_mean_absolute_error: 378.9332
Epoch 132/5000
148/148 [==============================] - 0s 34us/step - loss: 96040.0547 - mean_absolute_error: 266.5056 - val_loss: 160380.1467 - val_mean_absolute_error: 378.9322
Epoch 133/5000
148/148 [==============================] - 0s 41us/step - loss: 96039.5234 - mean_absolute_error: 266.5044 - val_loss: 160379.3788 - val_mean_absolute_error: 378.9313
Epoch 134/5000
148/148 [==============================] - 0s 34us/step - loss: 96038.9766 - mean_absolute_error: 266.5034 - val_loss: 160378.5956 - val_mean_absolute_error: 378.9303
Epoch 135/5000
148/148 [==============================] - 0s 27us/step - loss: 96038.4375 - mean_absolute_error: 266.5023 - val_loss: 160377.8125 - val_mean_absolute_error: 378.9293
Epoch 136/5000
148/148 [==============================] - 0s 27us/step - loss: 96037.8984 - mean_absolute_error: 266.5013 - val_loss: 160377.0602 - val_mean_absolute_error: 378.9283
Epoch 137/5000
148/148 [==============================] - 0s 34us/step - loss: 96037.3594 - mean_absolute_error: 266.5003 - val_loss: 160376.3083 - val_mean_absolute_error: 378.9273
Epoch 138/5000
148/148 [==============================] - 0s 27us/step - loss: 96036.8281 - mean_absolute_error: 266.4993 - val_loss: 160375.5098 - val_mean_absolute_error: 378.9262
Epoch 139/5000
148/148 [==============================] - 0s 27us/step - loss: 96036.2969 - mean_absolute_error: 266.4982 - val_loss: 160374.7729 - val_mean_absolute_error: 378.9253
Epoch 140/5000
148/148 [==============================] - 0s 34us/step - loss: 96035.7578 - mean_absolute_error: 266.4972 - val_loss: 160373.9898 - val_mean_absolute_error: 378.9243
Epoch 141/5000
148/148 [==============================] - 0s 27us/step - loss: 96035.2266 - mean_absolute_error: 266.4962 - val_loss: 160373.2379 - val_mean_absolute_error: 378.9233
Epoch 142/5000
148/148 [==============================] - 0s 27us/step - loss: 96034.7031 - mean_absolute_error: 266.4952 - val_loss: 160372.4548 - val_mean_absolute_error: 378.9223
Epoch 143/5000
148/148 [==============================] - 0s 27us/step - loss: 96034.1641 - mean_absolute_error: 266.4941 - val_loss: 160371.6717 - val_mean_absolute_error: 378.9213
Epoch 144/5000
148/148 [==============================] - 0s 27us/step - loss: 96033.6172 - mean_absolute_error: 266.4931 - val_loss: 160370.9192 - val_mean_absolute_error: 378.9203
Epoch 145/5000
148/148 [==============================] - 0s 27us/step - loss: 96033.0859 - mean_absolute_error: 266.4921 - val_loss: 160370.1363 - val_mean_absolute_error: 378.9194
Epoch 146/5000
148/148 [==============================] - 0s 41us/step - loss: 96032.5469 - mean_absolute_error: 266.4911 - val_loss: 160369.3996 - val_mean_absolute_error: 378.9184
Epoch 147/5000
148/148 [==============================] - 0s 27us/step - loss: 96032.0234 - mean_absolute_error: 266.4901 - val_loss: 160368.6321 - val_mean_absolute_error: 378.9174
Epoch 148/5000
148/148 [==============================] - 0s 27us/step - loss: 96031.4766 - mean_absolute_error: 266.4891 - val_loss: 160367.8642 - val_mean_absolute_error: 378.9164
Epoch 149/5000
148/148 [==============================] - 0s 34us/step - loss: 96030.9453 - mean_absolute_error: 266.4880 - val_loss: 160367.0810 - val_mean_absolute_error: 378.9155
Epoch 150/5000
148/148 [==============================] - 0s 34us/step - loss: 96030.4062 - mean_absolute_error: 266.4870 - val_loss: 160366.3287 - val_mean_absolute_error: 378.9144
Epoch 151/5000
148/148 [==============================] - 0s 27us/step - loss: 96029.8672 - mean_absolute_error: 266.4860 - val_loss: 160365.5610 - val_mean_absolute_error: 378.9135
Epoch 152/5000
148/148 [==============================] - 0s 34us/step - loss: 96029.3281 - mean_absolute_error: 266.4850 - val_loss: 160364.8092 - val_mean_absolute_error: 378.9125
Epoch 153/5000
148/148 [==============================] - 0s 27us/step - loss: 96028.8125 - mean_absolute_error: 266.4839 - val_loss: 160364.0569 - val_mean_absolute_error: 378.9115
Epoch 154/5000
148/148 [==============================] - 0s 41us/step - loss: 96028.2734 - mean_absolute_error: 266.4829 - val_loss: 160363.2737 - val_mean_absolute_error: 378.9105
Epoch 155/5000
148/148 [==============================] - 0s 40us/step - loss: 96027.7266 - mean_absolute_error: 266.4819 - val_loss: 160362.5215 - val_mean_absolute_error: 378.9096
Epoch 156/5000
148/148 [==============================] - 0s 27us/step - loss: 96027.2031 - mean_absolute_error: 266.4809 - val_loss: 160361.7692 - val_mean_absolute_error: 378.9086
Epoch 157/5000
148/148 [==============================] - 0s 34us/step - loss: 96026.6719 - mean_absolute_error: 266.4799 - val_loss: 160361.0019 - val_mean_absolute_error: 378.9076
Epoch 158/5000
148/148 [==============================] - 0s 34us/step - loss: 96026.1328 - mean_absolute_error: 266.4789 - val_loss: 160360.2342 - val_mean_absolute_error: 378.9066
Epoch 159/5000
148/148 [==============================] - 0s 34us/step - loss: 96025.6016 - mean_absolute_error: 266.4778 - val_loss: 160359.4662 - val_mean_absolute_error: 378.9056
Epoch 160/5000
148/148 [==============================] - 0s 41us/step - loss: 96025.0547 - mean_absolute_error: 266.4769 - val_loss: 160358.7142 - val_mean_absolute_error: 378.9047
Epoch 161/5000
148/148 [==============================] - 0s 27us/step - loss: 96024.5234 - mean_absolute_error: 266.4758 - val_loss: 160357.9463 - val_mean_absolute_error: 378.9037
Epoch 162/5000
148/148 [==============================] - 0s 54us/step - loss: 96023.9766 - mean_absolute_error: 266.4748 - val_loss: 160357.2100 - val_mean_absolute_error: 378.9027
Epoch 163/5000
148/148 [==============================] - 0s 27us/step - loss: 96023.4609 - mean_absolute_error: 266.4737 - val_loss: 160356.4267 - val_mean_absolute_error: 378.9017
Epoch 164/5000
148/148 [==============================] - 0s 34us/step - loss: 96022.9219 - mean_absolute_error: 266.4727 - val_loss: 160355.6744 - val_mean_absolute_error: 378.9007
Epoch 165/5000
148/148 [==============================] - 0s 41us/step - loss: 96022.3828 - mean_absolute_error: 266.4717 - val_loss: 160354.8912 - val_mean_absolute_error: 378.8998
Epoch 166/5000
148/148 [==============================] - 0s 34us/step - loss: 96021.8438 - mean_absolute_error: 266.4707 - val_loss: 160354.1548 - val_mean_absolute_error: 378.8988
Epoch 167/5000
148/148 [==============================] - 0s 27us/step - loss: 96021.3281 - mean_absolute_error: 266.4698 - val_loss: 160353.3871 - val_mean_absolute_error: 378.8978
Epoch 168/5000
148/148 [==============================] - 0s 34us/step - loss: 96020.7812 - mean_absolute_error: 266.4687 - val_loss: 160352.6194 - val_mean_absolute_error: 378.8969
Epoch 169/5000
148/148 [==============================] - 0s 27us/step - loss: 96020.2422 - mean_absolute_error: 266.4677 - val_loss: 160351.8517 - val_mean_absolute_error: 378.8959
Epoch 170/5000
148/148 [==============================] - 0s 41us/step - loss: 96019.7109 - mean_absolute_error: 266.4667 - val_loss: 160351.1152 - val_mean_absolute_error: 378.8949
Epoch 171/5000
148/148 [==============================] - 0s 34us/step - loss: 96019.1953 - mean_absolute_error: 266.4657 - val_loss: 160350.3321 - val_mean_absolute_error: 378.8939
Epoch 172/5000
148/148 [==============================] - 0s 20us/step - loss: 96018.6484 - mean_absolute_error: 266.4648 - val_loss: 160349.5952 - val_mean_absolute_error: 378.8930
Epoch 173/5000
148/148 [==============================] - 0s 27us/step - loss: 96018.1172 - mean_absolute_error: 266.4637 - val_loss: 160348.8275 - val_mean_absolute_error: 378.8920
Epoch 174/5000
148/148 [==============================] - 0s 27us/step - loss: 96017.5703 - mean_absolute_error: 266.4626 - val_loss: 160348.0442 - val_mean_absolute_error: 378.8910
Epoch 175/5000
148/148 [==============================] - 0s 34us/step - loss: 96017.0391 - mean_absolute_error: 266.4617 - val_loss: 160347.3075 - val_mean_absolute_error: 378.8900
Epoch 176/5000
148/148 [==============================] - 0s 27us/step - loss: 96016.5078 - mean_absolute_error: 266.4607 - val_loss: 160346.5246 - val_mean_absolute_error: 378.8890
Epoch 177/5000
148/148 [==============================] - 0s 34us/step - loss: 96015.9766 - mean_absolute_error: 266.4597 - val_loss: 160345.7879 - val_mean_absolute_error: 378.8881
Epoch 178/5000
148/148 [==============================] - 0s 34us/step - loss: 96015.4375 - mean_absolute_error: 266.4587 - val_loss: 160345.0200 - val_mean_absolute_error: 378.8871
Epoch 179/5000
148/148 [==============================] - 0s 41us/step - loss: 96014.9062 - mean_absolute_error: 266.4576 - val_loss: 160344.2523 - val_mean_absolute_error: 378.8861
Epoch 180/5000
148/148 [==============================] - 0s 27us/step - loss: 96014.3750 - mean_absolute_error: 266.4566 - val_loss: 160343.5158 - val_mean_absolute_error: 378.8851
Epoch 181/5000
148/148 [==============================] - 0s 27us/step - loss: 96013.8438 - mean_absolute_error: 266.4556 - val_loss: 160342.7481 - val_mean_absolute_error: 378.8841
Epoch 182/5000
148/148 [==============================] - 0s 34us/step - loss: 96013.3047 - mean_absolute_error: 266.4546 - val_loss: 160341.9958 - val_mean_absolute_error: 378.8832
Epoch 183/5000
148/148 [==============================] - 0s 34us/step - loss: 96012.7734 - mean_absolute_error: 266.4536 - val_loss: 160341.2435 - val_mean_absolute_error: 378.8822
Epoch 184/5000
148/148 [==============================] - 0s 34us/step - loss: 96012.2266 - mean_absolute_error: 266.4526 - val_loss: 160340.4604 - val_mean_absolute_error: 378.8812
Epoch 185/5000
148/148 [==============================] - 0s 34us/step - loss: 96011.6953 - mean_absolute_error: 266.4515 - val_loss: 160339.7085 - val_mean_absolute_error: 378.8802
Epoch 186/5000
148/148 [==============================] - 0s 27us/step - loss: 96011.1719 - mean_absolute_error: 266.4506 - val_loss: 160338.9562 - val_mean_absolute_error: 378.8793
Epoch 187/5000
148/148 [==============================] - 0s 27us/step - loss: 96010.6406 - mean_absolute_error: 266.4496 - val_loss: 160338.2040 - val_mean_absolute_error: 378.8783
Epoch 188/5000
148/148 [==============================] - 0s 34us/step - loss: 96010.1016 - mean_absolute_error: 266.4485 - val_loss: 160337.4208 - val_mean_absolute_error: 378.8773
Epoch 189/5000
148/148 [==============================] - 0s 34us/step - loss: 96009.5703 - mean_absolute_error: 266.4475 - val_loss: 160336.6683 - val_mean_absolute_error: 378.8763
Epoch 190/5000
148/148 [==============================] - 0s 47us/step - loss: 96009.0312 - mean_absolute_error: 266.4465 - val_loss: 160335.9321 - val_mean_absolute_error: 378.8754
Epoch 191/5000
148/148 [==============================] - 0s 41us/step - loss: 96008.5156 - mean_absolute_error: 266.4456 - val_loss: 160335.1487 - val_mean_absolute_error: 378.8744
Epoch 192/5000
148/148 [==============================] - 0s 47us/step - loss: 96007.9766 - mean_absolute_error: 266.4445 - val_loss: 160334.3967 - val_mean_absolute_error: 378.8734
Epoch 193/5000
148/148 [==============================] - 0s 27us/step - loss: 96007.4297 - mean_absolute_error: 266.4435 - val_loss: 160333.6442 - val_mean_absolute_error: 378.8724
Epoch 194/5000
148/148 [==============================] - 0s 27us/step - loss: 96006.8984 - mean_absolute_error: 266.4425 - val_loss: 160332.8923 - val_mean_absolute_error: 378.8715
Epoch 195/5000
148/148 [==============================] - 0s 41us/step - loss: 96006.3828 - mean_absolute_error: 266.4415 - val_loss: 160332.1400 - val_mean_absolute_error: 378.8705
Epoch 196/5000
148/148 [==============================] - 0s 27us/step - loss: 96005.8438 - mean_absolute_error: 266.4405 - val_loss: 160331.3723 - val_mean_absolute_error: 378.8695
Epoch 197/5000
148/148 [==============================] - 0s 34us/step - loss: 96005.2969 - mean_absolute_error: 266.4395 - val_loss: 160330.6200 - val_mean_absolute_error: 378.8685
Epoch 198/5000
148/148 [==============================] - 0s 27us/step - loss: 96004.7656 - mean_absolute_error: 266.4384 - val_loss: 160329.8681 - val_mean_absolute_error: 378.8676
Epoch 199/5000
148/148 [==============================] - 0s 34us/step - loss: 96004.2422 - mean_absolute_error: 266.4374 - val_loss: 160329.1004 - val_mean_absolute_error: 378.8666
Epoch 200/5000
148/148 [==============================] - 0s 27us/step - loss: 96003.7188 - mean_absolute_error: 266.4364 - val_loss: 160328.3481 - val_mean_absolute_error: 378.8656
Epoch 201/5000
148/148 [==============================] - 0s 34us/step - loss: 96003.1719 - mean_absolute_error: 266.4355 - val_loss: 160327.5804 - val_mean_absolute_error: 378.8646
Epoch 202/5000
148/148 [==============================] - 0s 27us/step - loss: 96002.6328 - mean_absolute_error: 266.4344 - val_loss: 160326.8440 - val_mean_absolute_error: 378.8637
Epoch 203/5000
148/148 [==============================] - 0s 34us/step - loss: 96002.1250 - mean_absolute_error: 266.4334 - val_loss: 160326.0763 - val_mean_absolute_error: 378.8627
Epoch 204/5000
148/148 [==============================] - 0s 41us/step - loss: 96001.5781 - mean_absolute_error: 266.4323 - val_loss: 160325.3083 - val_mean_absolute_error: 378.8617
Epoch 205/5000
148/148 [==============================] - 0s 34us/step - loss: 96001.0312 - mean_absolute_error: 266.4313 - val_loss: 160324.5562 - val_mean_absolute_error: 378.8607
Epoch 206/5000
148/148 [==============================] - 0s 27us/step - loss: 96000.5156 - mean_absolute_error: 266.4303 - val_loss: 160323.8037 - val_mean_absolute_error: 378.8598
Epoch 207/5000
148/148 [==============================] - 0s 34us/step - loss: 95999.9688 - mean_absolute_error: 266.4294 - val_loss: 160323.0521 - val_mean_absolute_error: 378.8588
Epoch 208/5000
148/148 [==============================] - 0s 34us/step - loss: 95999.4453 - mean_absolute_error: 266.4284 - val_loss: 160322.2996 - val_mean_absolute_error: 378.8578
Epoch 209/5000
148/148 [==============================] - 0s 27us/step - loss: 95998.9141 - mean_absolute_error: 266.4273 - val_loss: 160321.5321 - val_mean_absolute_error: 378.8569
Epoch 210/5000
148/148 [==============================] - 0s 34us/step - loss: 95998.3750 - mean_absolute_error: 266.4263 - val_loss: 160320.7642 - val_mean_absolute_error: 378.8559
Epoch 211/5000
148/148 [==============================] - 0s 34us/step - loss: 95997.8281 - mean_absolute_error: 266.4253 - val_loss: 160320.0275 - val_mean_absolute_error: 378.8549
Epoch 212/5000
148/148 [==============================] - 0s 27us/step - loss: 95997.2969 - mean_absolute_error: 266.4243 - val_loss: 160319.2600 - val_mean_absolute_error: 378.8540
Epoch 213/5000
148/148 [==============================] - 0s 27us/step - loss: 95996.7734 - mean_absolute_error: 266.4233 - val_loss: 160318.5077 - val_mean_absolute_error: 378.8530
Epoch 214/5000
148/148 [==============================] - 0s 27us/step - loss: 95996.2422 - mean_absolute_error: 266.4223 - val_loss: 160317.7554 - val_mean_absolute_error: 378.8520
Epoch 215/5000
148/148 [==============================] - 0s 34us/step - loss: 95995.7109 - mean_absolute_error: 266.4213 - val_loss: 160316.9725 - val_mean_absolute_error: 378.8511
Epoch 216/5000
148/148 [==============================] - 0s 34us/step - loss: 95995.1719 - mean_absolute_error: 266.4202 - val_loss: 160316.2358 - val_mean_absolute_error: 378.8501
Epoch 217/5000
148/148 [==============================] - 0s 27us/step - loss: 95994.6484 - mean_absolute_error: 266.4193 - val_loss: 160315.4990 - val_mean_absolute_error: 378.8491
Epoch 218/5000
148/148 [==============================] - 0s 34us/step - loss: 95994.1094 - mean_absolute_error: 266.4183 - val_loss: 160314.7158 - val_mean_absolute_error: 378.8482
Epoch 219/5000
148/148 [==============================] - 0s 41us/step - loss: 95993.5703 - mean_absolute_error: 266.4173 - val_loss: 160313.9481 - val_mean_absolute_error: 378.8471
Epoch 220/5000
148/148 [==============================] - 0s 27us/step - loss: 95993.0391 - mean_absolute_error: 266.4162 - val_loss: 160313.2112 - val_mean_absolute_error: 378.8462
Epoch 221/5000
148/148 [==============================] - 0s 34us/step - loss: 95992.5000 - mean_absolute_error: 266.4152 - val_loss: 160312.4438 - val_mean_absolute_error: 378.8452
Epoch 222/5000
148/148 [==============================] - 0s 34us/step - loss: 95991.9766 - mean_absolute_error: 266.4142 - val_loss: 160311.7071 - val_mean_absolute_error: 378.8442
Epoch 223/5000
148/148 [==============================] - 0s 34us/step - loss: 95991.4375 - mean_absolute_error: 266.4132 - val_loss: 160310.9392 - val_mean_absolute_error: 378.8432
Epoch 224/5000
148/148 [==============================] - 0s 41us/step - loss: 95990.8984 - mean_absolute_error: 266.4122 - val_loss: 160310.1871 - val_mean_absolute_error: 378.8422
Epoch 225/5000
148/148 [==============================] - 0s 34us/step - loss: 95990.3750 - mean_absolute_error: 266.4111 - val_loss: 160309.4350 - val_mean_absolute_error: 378.8413
Epoch 226/5000
148/148 [==============================] - 0s 27us/step - loss: 95989.8438 - mean_absolute_error: 266.4101 - val_loss: 160308.6675 - val_mean_absolute_error: 378.8403
Epoch 227/5000
148/148 [==============================] - 0s 27us/step - loss: 95989.3125 - mean_absolute_error: 266.4091 - val_loss: 160307.9150 - val_mean_absolute_error: 378.8394
Epoch 228/5000
148/148 [==============================] - 0s 34us/step - loss: 95988.7734 - mean_absolute_error: 266.4081 - val_loss: 160307.1475 - val_mean_absolute_error: 378.8384
Epoch 229/5000
148/148 [==============================] - 0s 27us/step - loss: 95988.2422 - mean_absolute_error: 266.4071 - val_loss: 160306.3950 - val_mean_absolute_error: 378.8374
Epoch 230/5000
148/148 [==============================] - 0s 27us/step - loss: 95987.7031 - mean_absolute_error: 266.4061 - val_loss: 160305.6279 - val_mean_absolute_error: 378.8364
Epoch 231/5000
148/148 [==============================] - 0s 34us/step - loss: 95987.1719 - mean_absolute_error: 266.4051 - val_loss: 160304.8908 - val_mean_absolute_error: 378.8355
Epoch 232/5000
148/148 [==============================] - 0s 34us/step - loss: 95986.6406 - mean_absolute_error: 266.4041 - val_loss: 160304.1233 - val_mean_absolute_error: 378.8345
Epoch 233/5000
148/148 [==============================] - 0s 34us/step - loss: 95986.1094 - mean_absolute_error: 266.4031 - val_loss: 160303.3708 - val_mean_absolute_error: 378.8335
Epoch 234/5000
148/148 [==============================] - 0s 27us/step - loss: 95985.5703 - mean_absolute_error: 266.4022 - val_loss: 160302.6035 - val_mean_absolute_error: 378.8326
Epoch 235/5000
148/148 [==============================] - 0s 34us/step - loss: 95985.0469 - mean_absolute_error: 266.4011 - val_loss: 160301.8513 - val_mean_absolute_error: 378.8316
Epoch 236/5000
148/148 [==============================] - 0s 27us/step - loss: 95984.5156 - mean_absolute_error: 266.4001 - val_loss: 160301.0988 - val_mean_absolute_error: 378.8306
Epoch 237/5000
148/148 [==============================] - 0s 27us/step - loss: 95983.9766 - mean_absolute_error: 266.3991 - val_loss: 160300.3467 - val_mean_absolute_error: 378.8297
Epoch 238/5000
148/148 [==============================] - 0s 27us/step - loss: 95983.4375 - mean_absolute_error: 266.3981 - val_loss: 160299.5946 - val_mean_absolute_error: 378.8287
Epoch 239/5000
148/148 [==============================] - 0s 27us/step - loss: 95982.9219 - mean_absolute_error: 266.3972 - val_loss: 160298.8271 - val_mean_absolute_error: 378.8276
Epoch 240/5000
148/148 [==============================] - 0s 27us/step - loss: 95982.3750 - mean_absolute_error: 266.3961 - val_loss: 160298.0592 - val_mean_absolute_error: 378.8266
Epoch 241/5000
148/148 [==============================] - 0s 41us/step - loss: 95981.8438 - mean_absolute_error: 266.3951 - val_loss: 160297.2917 - val_mean_absolute_error: 378.8257
Epoch 242/5000
148/148 [==============================] - 0s 27us/step - loss: 95981.3125 - mean_absolute_error: 266.3941 - val_loss: 160296.5546 - val_mean_absolute_error: 378.8247
Epoch 243/5000
148/148 [==============================] - 0s 27us/step - loss: 95980.7734 - mean_absolute_error: 266.3931 - val_loss: 160295.7875 - val_mean_absolute_error: 378.8238
Epoch 244/5000
148/148 [==============================] - 0s 34us/step - loss: 95980.2500 - mean_absolute_error: 266.3921 - val_loss: 160295.0350 - val_mean_absolute_error: 378.8228
Epoch 245/5000
148/148 [==============================] - 0s 41us/step - loss: 95979.7188 - mean_absolute_error: 266.3911 - val_loss: 160294.2829 - val_mean_absolute_error: 378.8218
Epoch 246/5000
148/148 [==============================] - 0s 27us/step - loss: 95979.1797 - mean_absolute_error: 266.3901 - val_loss: 160293.5150 - val_mean_absolute_error: 378.8208
Epoch 247/5000
148/148 [==============================] - 0s 34us/step - loss: 95978.6406 - mean_absolute_error: 266.3891 - val_loss: 160292.7633 - val_mean_absolute_error: 378.8199
Epoch 248/5000
148/148 [==============================] - 0s 27us/step - loss: 95978.1250 - mean_absolute_error: 266.3881 - val_loss: 160291.9954 - val_mean_absolute_error: 378.8189
Epoch 249/5000
148/148 [==============================] - 0s 27us/step - loss: 95977.5859 - mean_absolute_error: 266.3871 - val_loss: 160291.2433 - val_mean_absolute_error: 378.8179
Epoch 250/5000
148/148 [==============================] - 0s 34us/step - loss: 95977.0547 - mean_absolute_error: 266.3861 - val_loss: 160290.4754 - val_mean_absolute_error: 378.8170
Epoch 251/5000
148/148 [==============================] - 0s 27us/step - loss: 95976.5000 - mean_absolute_error: 266.3851 - val_loss: 160289.7390 - val_mean_absolute_error: 378.8160
Epoch 252/5000
148/148 [==============================] - 0s 20us/step - loss: 95975.9922 - mean_absolute_error: 266.3841 - val_loss: 160288.9558 - val_mean_absolute_error: 378.8150
Epoch 253/5000
148/148 [==============================] - 0s 27us/step - loss: 95975.4609 - mean_absolute_error: 266.3831 - val_loss: 160288.2190 - val_mean_absolute_error: 378.8141
Epoch 254/5000
148/148 [==============================] - 0s 41us/step - loss: 95974.9141 - mean_absolute_error: 266.3821 - val_loss: 160287.4513 - val_mean_absolute_error: 378.8131
Epoch 255/5000
148/148 [==============================] - 0s 34us/step - loss: 95974.3828 - mean_absolute_error: 266.3812 - val_loss: 160286.6992 - val_mean_absolute_error: 378.8121
Epoch 256/5000
148/148 [==============================] - 0s 27us/step - loss: 95973.8594 - mean_absolute_error: 266.3802 - val_loss: 160285.9471 - val_mean_absolute_error: 378.8111
Epoch 257/5000
148/148 [==============================] - 0s 34us/step - loss: 95973.3281 - mean_absolute_error: 266.3791 - val_loss: 160285.1794 - val_mean_absolute_error: 378.8102
Epoch 258/5000
148/148 [==============================] - 0s 34us/step - loss: 95972.7891 - mean_absolute_error: 266.3781 - val_loss: 160284.4117 - val_mean_absolute_error: 378.8092
Epoch 259/5000
148/148 [==============================] - 0s 34us/step - loss: 95972.2500 - mean_absolute_error: 266.3771 - val_loss: 160283.6594 - val_mean_absolute_error: 378.8082
Epoch 260/5000
148/148 [==============================] - 0s 27us/step - loss: 95971.7188 - mean_absolute_error: 266.3761 - val_loss: 160282.9075 - val_mean_absolute_error: 378.8073
Epoch 261/5000
148/148 [==============================] - 0s 34us/step - loss: 95971.1953 - mean_absolute_error: 266.3752 - val_loss: 160282.1550 - val_mean_absolute_error: 378.8062
Epoch 262/5000
148/148 [==============================] - 0s 34us/step - loss: 95970.6562 - mean_absolute_error: 266.3741 - val_loss: 160281.4029 - val_mean_absolute_error: 378.8052
Epoch 263/5000
148/148 [==============================] - 0s 27us/step - loss: 95970.1250 - mean_absolute_error: 266.3731 - val_loss: 160280.6350 - val_mean_absolute_error: 378.8043
Epoch 264/5000
148/148 [==============================] - 0s 27us/step - loss: 95969.5938 - mean_absolute_error: 266.3721 - val_loss: 160279.8987 - val_mean_absolute_error: 378.8034
Epoch 265/5000
148/148 [==============================] - 0s 27us/step - loss: 95969.0625 - mean_absolute_error: 266.3712 - val_loss: 160279.1308 - val_mean_absolute_error: 378.8023
Epoch 266/5000
148/148 [==============================] - 0s 34us/step - loss: 95968.5391 - mean_absolute_error: 266.3701 - val_loss: 160278.3633 - val_mean_absolute_error: 378.8014
Epoch 267/5000
148/148 [==============================] - 0s 34us/step - loss: 95968.0000 - mean_absolute_error: 266.3691 - val_loss: 160277.6108 - val_mean_absolute_error: 378.8004
Epoch 268/5000
148/148 [==============================] - 0s 41us/step - loss: 95967.4531 - mean_absolute_error: 266.3681 - val_loss: 160276.8433 - val_mean_absolute_error: 378.7994
Epoch 269/5000
148/148 [==============================] - 0s 27us/step - loss: 95966.9141 - mean_absolute_error: 266.3671 - val_loss: 160276.0912 - val_mean_absolute_error: 378.7985
Epoch 270/5000
148/148 [==============================] - 0s 27us/step - loss: 95966.3984 - mean_absolute_error: 266.3661 - val_loss: 160275.3390 - val_mean_absolute_error: 378.7975
Epoch 271/5000
148/148 [==============================] - 0s 34us/step - loss: 95965.8594 - mean_absolute_error: 266.3651 - val_loss: 160274.5867 - val_mean_absolute_error: 378.7965
Epoch 272/5000
148/148 [==============================] - 0s 34us/step - loss: 95965.3281 - mean_absolute_error: 266.3641 - val_loss: 160273.8190 - val_mean_absolute_error: 378.7956
Epoch 273/5000
148/148 [==============================] - 0s 27us/step - loss: 95964.7812 - mean_absolute_error: 266.3631 - val_loss: 160273.0825 - val_mean_absolute_error: 378.7946
Epoch 274/5000
148/148 [==============================] - 0s 34us/step - loss: 95964.2734 - mean_absolute_error: 266.3621 - val_loss: 160272.2994 - val_mean_absolute_error: 378.7936
Epoch 275/5000
148/148 [==============================] - 0s 27us/step - loss: 95963.7266 - mean_absolute_error: 266.3611 - val_loss: 160271.5471 - val_mean_absolute_error: 378.7927
Epoch 276/5000
148/148 [==============================] - 0s 27us/step - loss: 95963.1953 - mean_absolute_error: 266.3602 - val_loss: 160270.7948 - val_mean_absolute_error: 378.7917
Epoch 277/5000
148/148 [==============================] - 0s 27us/step - loss: 95962.6562 - mean_absolute_error: 266.3591 - val_loss: 160270.0275 - val_mean_absolute_error: 378.7907
Epoch 278/5000
148/148 [==============================] - 0s 34us/step - loss: 95962.1406 - mean_absolute_error: 266.3581 - val_loss: 160269.2906 - val_mean_absolute_error: 378.7897
Epoch 279/5000
148/148 [==============================] - 0s 34us/step - loss: 95961.6016 - mean_absolute_error: 266.3571 - val_loss: 160268.5075 - val_mean_absolute_error: 378.7888
Epoch 280/5000
148/148 [==============================] - 0s 34us/step - loss: 95961.0625 - mean_absolute_error: 266.3561 - val_loss: 160267.7550 - val_mean_absolute_error: 378.7877
Epoch 281/5000
148/148 [==============================] - 0s 27us/step - loss: 95960.5312 - mean_absolute_error: 266.3551 - val_loss: 160267.0187 - val_mean_absolute_error: 378.7868
Epoch 282/5000
148/148 [==============================] - 0s 34us/step - loss: 95960.0078 - mean_absolute_error: 266.3541 - val_loss: 160266.2508 - val_mean_absolute_error: 378.7858
Epoch 283/5000
148/148 [==============================] - 0s 41us/step - loss: 95959.4766 - mean_absolute_error: 266.3531 - val_loss: 160265.4833 - val_mean_absolute_error: 378.7848
Epoch 284/5000
148/148 [==============================] - 0s 27us/step - loss: 95958.9375 - mean_absolute_error: 266.3521 - val_loss: 160264.7308 - val_mean_absolute_error: 378.7838
Epoch 285/5000
148/148 [==============================] - 0s 34us/step - loss: 95958.4062 - mean_absolute_error: 266.3511 - val_loss: 160263.9788 - val_mean_absolute_error: 378.7829
Epoch 286/5000
148/148 [==============================] - 0s 27us/step - loss: 95957.8672 - mean_absolute_error: 266.3501 - val_loss: 160263.2267 - val_mean_absolute_error: 378.7819
Epoch 287/5000
148/148 [==============================] - 0s 27us/step - loss: 95957.3516 - mean_absolute_error: 266.3491 - val_loss: 160262.4590 - val_mean_absolute_error: 378.7809
Epoch 288/5000
148/148 [==============================] - 0s 20us/step - loss: 95956.8125 - mean_absolute_error: 266.3481 - val_loss: 160261.6913 - val_mean_absolute_error: 378.7799
Epoch 289/5000
148/148 [==============================] - 0s 27us/step - loss: 95956.2734 - mean_absolute_error: 266.3471 - val_loss: 160260.9390 - val_mean_absolute_error: 378.7790
Epoch 290/5000
148/148 [==============================] - 0s 34us/step - loss: 95955.7422 - mean_absolute_error: 266.3461 - val_loss: 160260.1871 - val_mean_absolute_error: 378.7780
Epoch 291/5000
148/148 [==============================] - 0s 27us/step - loss: 95955.2109 - mean_absolute_error: 266.3451 - val_loss: 160259.4194 - val_mean_absolute_error: 378.7771
Epoch 292/5000
148/148 [==============================] - 0s 34us/step - loss: 95954.6719 - mean_absolute_error: 266.3441 - val_loss: 160258.6825 - val_mean_absolute_error: 378.7761
Epoch 293/5000
148/148 [==============================] - 0s 34us/step - loss: 95954.1406 - mean_absolute_error: 266.3431 - val_loss: 160257.8994 - val_mean_absolute_error: 378.7751
Epoch 294/5000
148/148 [==============================] - 0s 34us/step - loss: 95953.6094 - mean_absolute_error: 266.3421 - val_loss: 160257.1629 - val_mean_absolute_error: 378.7742
Epoch 295/5000
148/148 [==============================] - 0s 27us/step - loss: 95953.0781 - mean_absolute_error: 266.3411 - val_loss: 160256.4106 - val_mean_absolute_error: 378.7732
Epoch 296/5000
148/148 [==============================] - 0s 27us/step - loss: 95952.5391 - mean_absolute_error: 266.3401 - val_loss: 160255.6429 - val_mean_absolute_error: 378.7722
Epoch 297/5000
148/148 [==============================] - 0s 34us/step - loss: 95952.0156 - mean_absolute_error: 266.3392 - val_loss: 160254.8750 - val_mean_absolute_error: 378.7712
Epoch 298/5000
148/148 [==============================] - 0s 34us/step - loss: 95951.4766 - mean_absolute_error: 266.3381 - val_loss: 160254.1075 - val_mean_absolute_error: 378.7703
Epoch 299/5000
148/148 [==============================] - 0s 34us/step - loss: 95950.9375 - mean_absolute_error: 266.3371 - val_loss: 160253.3708 - val_mean_absolute_error: 378.7693
Epoch 300/5000
148/148 [==============================] - 0s 34us/step - loss: 95950.4219 - mean_absolute_error: 266.3361 - val_loss: 160252.6187 - val_mean_absolute_error: 378.7683
Epoch 301/5000
148/148 [==============================] - 0s 27us/step - loss: 95949.8750 - mean_absolute_error: 266.3351 - val_loss: 160251.8508 - val_mean_absolute_error: 378.7674
Epoch 302/5000
148/148 [==============================] - 0s 27us/step - loss: 95949.3438 - mean_absolute_error: 266.3341 - val_loss: 160251.0833 - val_mean_absolute_error: 378.7663
Epoch 303/5000
148/148 [==============================] - 0s 27us/step - loss: 95948.8125 - mean_absolute_error: 266.3331 - val_loss: 160250.3467 - val_mean_absolute_error: 378.7653
Epoch 304/5000
148/148 [==============================] - 0s 34us/step - loss: 95948.2812 - mean_absolute_error: 266.3321 - val_loss: 160249.5635 - val_mean_absolute_error: 378.7644
Epoch 305/5000
148/148 [==============================] - 0s 27us/step - loss: 95947.7578 - mean_absolute_error: 266.3311 - val_loss: 160248.8267 - val_mean_absolute_error: 378.7634
Epoch 306/5000
148/148 [==============================] - 0s 34us/step - loss: 95947.2266 - mean_absolute_error: 266.3301 - val_loss: 160248.0590 - val_mean_absolute_error: 378.7624
Epoch 307/5000
148/148 [==============================] - 0s 27us/step - loss: 95946.6797 - mean_absolute_error: 266.3291 - val_loss: 160247.3225 - val_mean_absolute_error: 378.7615
Epoch 308/5000
148/148 [==============================] - 0s 34us/step - loss: 95946.1562 - mean_absolute_error: 266.3281 - val_loss: 160246.5394 - val_mean_absolute_error: 378.7605
Epoch 309/5000
148/148 [==============================] - 0s 27us/step - loss: 95945.6250 - mean_absolute_error: 266.3271 - val_loss: 160245.8025 - val_mean_absolute_error: 378.7595
Epoch 310/5000
148/148 [==============================] - 0s 34us/step - loss: 95945.0859 - mean_absolute_error: 266.3261 - val_loss: 160245.0348 - val_mean_absolute_error: 378.7585
Epoch 311/5000
148/148 [==============================] - 0s 27us/step - loss: 95944.5625 - mean_absolute_error: 266.3251 - val_loss: 160244.2829 - val_mean_absolute_error: 378.7576
Epoch 312/5000
148/148 [==============================] - 0s 34us/step - loss: 95944.0234 - mean_absolute_error: 266.3241 - val_loss: 160243.5306 - val_mean_absolute_error: 378.7566
Epoch 313/5000
148/148 [==============================] - 0s 27us/step - loss: 95943.4922 - mean_absolute_error: 266.3231 - val_loss: 160242.7475 - val_mean_absolute_error: 378.7556
Epoch 314/5000
148/148 [==============================] - 0s 27us/step - loss: 95942.9609 - mean_absolute_error: 266.3221 - val_loss: 160242.0106 - val_mean_absolute_error: 378.7547
Epoch 315/5000
148/148 [==============================] - 0s 27us/step - loss: 95942.4219 - mean_absolute_error: 266.3211 - val_loss: 160241.2429 - val_mean_absolute_error: 378.7537
Epoch 316/5000
148/148 [==============================] - 0s 27us/step - loss: 95941.8828 - mean_absolute_error: 266.3201 - val_loss: 160240.4908 - val_mean_absolute_error: 378.7528
Epoch 317/5000
148/148 [==============================] - 0s 34us/step - loss: 95941.3594 - mean_absolute_error: 266.3192 - val_loss: 160239.7387 - val_mean_absolute_error: 378.7518
Epoch 318/5000
148/148 [==============================] - 0s 34us/step - loss: 95940.8203 - mean_absolute_error: 266.3182 - val_loss: 160238.9708 - val_mean_absolute_error: 378.7508
Epoch 319/5000
148/148 [==============================] - 0s 34us/step - loss: 95940.2891 - mean_absolute_error: 266.3171 - val_loss: 160238.2188 - val_mean_absolute_error: 378.7498
Epoch 320/5000
148/148 [==============================] - 0s 34us/step - loss: 95939.7578 - mean_absolute_error: 266.3161 - val_loss: 160237.4821 - val_mean_absolute_error: 378.7489
Epoch 321/5000
148/148 [==============================] - 0s 27us/step - loss: 95939.2266 - mean_absolute_error: 266.3151 - val_loss: 160236.7146 - val_mean_absolute_error: 378.7479
Epoch 322/5000
148/148 [==============================] - 0s 34us/step - loss: 95938.7031 - mean_absolute_error: 266.3141 - val_loss: 160235.9312 - val_mean_absolute_error: 378.7468
Epoch 323/5000
148/148 [==============================] - 0s 27us/step - loss: 95938.1641 - mean_absolute_error: 266.3131 - val_loss: 160235.1946 - val_mean_absolute_error: 378.7459
Epoch 324/5000
148/148 [==============================] - 0s 34us/step - loss: 95937.6250 - mean_absolute_error: 266.3121 - val_loss: 160234.4271 - val_mean_absolute_error: 378.7449
Epoch 325/5000
148/148 [==============================] - 0s 27us/step - loss: 95937.1094 - mean_absolute_error: 266.3111 - val_loss: 160233.6902 - val_mean_absolute_error: 378.7439
Epoch 326/5000
148/148 [==============================] - 0s 27us/step - loss: 95936.5781 - mean_absolute_error: 266.3101 - val_loss: 160232.9225 - val_mean_absolute_error: 378.7430
Epoch 327/5000
148/148 [==============================] - 0s 34us/step - loss: 95936.0312 - mean_absolute_error: 266.3091 - val_loss: 160232.1550 - val_mean_absolute_error: 378.7420
Epoch 328/5000
148/148 [==============================] - 0s 34us/step - loss: 95935.5000 - mean_absolute_error: 266.3081 - val_loss: 160231.4025 - val_mean_absolute_error: 378.7410
Epoch 329/5000
148/148 [==============================] - 0s 27us/step - loss: 95934.9609 - mean_absolute_error: 266.3071 - val_loss: 160230.6506 - val_mean_absolute_error: 378.7401
Epoch 330/5000
148/148 [==============================] - 0s 41us/step - loss: 95934.4297 - mean_absolute_error: 266.3061 - val_loss: 160229.8829 - val_mean_absolute_error: 378.7391
Epoch 331/5000
148/148 [==============================] - 0s 34us/step - loss: 95933.8984 - mean_absolute_error: 266.3051 - val_loss: 160229.1308 - val_mean_absolute_error: 378.7381
Epoch 332/5000
148/148 [==============================] - 0s 27us/step - loss: 95933.3672 - mean_absolute_error: 266.3041 - val_loss: 160228.3783 - val_mean_absolute_error: 378.7371
Epoch 333/5000
148/148 [==============================] - 0s 34us/step - loss: 95932.8359 - mean_absolute_error: 266.3031 - val_loss: 160227.6108 - val_mean_absolute_error: 378.7362
Epoch 334/5000
148/148 [==============================] - 0s 34us/step - loss: 95932.3125 - mean_absolute_error: 266.3021 - val_loss: 160226.8588 - val_mean_absolute_error: 378.7352
Epoch 335/5000
148/148 [==============================] - 0s 34us/step - loss: 95931.7734 - mean_absolute_error: 266.3011 - val_loss: 160226.0908 - val_mean_absolute_error: 378.7343
Epoch 336/5000
148/148 [==============================] - 0s 27us/step - loss: 95931.2422 - mean_absolute_error: 266.3001 - val_loss: 160225.3387 - val_mean_absolute_error: 378.7333
Epoch 337/5000
148/148 [==============================] - 0s 34us/step - loss: 95930.7109 - mean_absolute_error: 266.2991 - val_loss: 160224.5867 - val_mean_absolute_error: 378.7323
Epoch 338/5000
148/148 [==============================] - 0s 27us/step - loss: 95930.1797 - mean_absolute_error: 266.2982 - val_loss: 160223.8346 - val_mean_absolute_error: 378.7314
Epoch 339/5000
148/148 [==============================] - 0s 34us/step - loss: 95929.6484 - mean_absolute_error: 266.2972 - val_loss: 160223.0667 - val_mean_absolute_error: 378.7304
Epoch 340/5000
148/148 [==============================] - 0s 27us/step - loss: 95929.1094 - mean_absolute_error: 266.2961 - val_loss: 160222.3146 - val_mean_absolute_error: 378.7294
Epoch 341/5000
148/148 [==============================] - 0s 27us/step - loss: 95928.5703 - mean_absolute_error: 266.2951 - val_loss: 160221.5625 - val_mean_absolute_error: 378.7284
Epoch 342/5000
148/148 [==============================] - 0s 34us/step - loss: 95928.0469 - mean_absolute_error: 266.2941 - val_loss: 160220.8104 - val_mean_absolute_error: 378.7275
Epoch 343/5000
148/148 [==============================] - 0s 34us/step - loss: 95927.5234 - mean_absolute_error: 266.2932 - val_loss: 160220.0425 - val_mean_absolute_error: 378.7265
Epoch 344/5000
148/148 [==============================] - 0s 27us/step - loss: 95926.9844 - mean_absolute_error: 266.2921 - val_loss: 160219.2750 - val_mean_absolute_error: 378.7255
Epoch 345/5000
148/148 [==============================] - 0s 34us/step - loss: 95926.4453 - mean_absolute_error: 266.2911 - val_loss: 160218.5383 - val_mean_absolute_error: 378.7245
Epoch 346/5000
148/148 [==============================] - 0s 34us/step - loss: 95925.9219 - mean_absolute_error: 266.2901 - val_loss: 160217.7708 - val_mean_absolute_error: 378.7235
Epoch 347/5000
148/148 [==============================] - 0s 27us/step - loss: 95925.3906 - mean_absolute_error: 266.2891 - val_loss: 160217.0029 - val_mean_absolute_error: 378.7226
Epoch 348/5000
148/148 [==============================] - 0s 34us/step - loss: 95924.8516 - mean_absolute_error: 266.2881 - val_loss: 160216.2508 - val_mean_absolute_error: 378.7216
Epoch 349/5000
148/148 [==============================] - 0s 34us/step - loss: 95924.3281 - mean_absolute_error: 266.2871 - val_loss: 160215.5142 - val_mean_absolute_error: 378.7206
Epoch 350/5000
148/148 [==============================] - 0s 34us/step - loss: 95923.7891 - mean_absolute_error: 266.2861 - val_loss: 160214.7465 - val_mean_absolute_error: 378.7196
Epoch 351/5000
148/148 [==============================] - 0s 27us/step - loss: 95923.2578 - mean_absolute_error: 266.2851 - val_loss: 160213.9942 - val_mean_absolute_error: 378.7187
Epoch 352/5000
148/148 [==============================] - 0s 27us/step - loss: 95922.7188 - mean_absolute_error: 266.2841 - val_loss: 160213.2265 - val_mean_absolute_error: 378.7177
Epoch 353/5000
148/148 [==============================] - 0s 34us/step - loss: 95922.1797 - mean_absolute_error: 266.2831 - val_loss: 160212.4900 - val_mean_absolute_error: 378.7167
Epoch 354/5000
148/148 [==============================] - 0s 34us/step - loss: 95921.6641 - mean_absolute_error: 266.2821 - val_loss: 160211.7377 - val_mean_absolute_error: 378.7157
Epoch 355/5000
148/148 [==============================] - 0s 27us/step - loss: 95921.1328 - mean_absolute_error: 266.2812 - val_loss: 160210.9546 - val_mean_absolute_error: 378.7148
Epoch 356/5000
148/148 [==============================] - 0s 34us/step - loss: 95920.5859 - mean_absolute_error: 266.2801 - val_loss: 160210.2023 - val_mean_absolute_error: 378.7138
Epoch 357/5000
148/148 [==============================] - 0s 34us/step - loss: 95920.0625 - mean_absolute_error: 266.2791 - val_loss: 160209.4350 - val_mean_absolute_error: 378.7128
Epoch 358/5000
148/148 [==============================] - 0s 27us/step - loss: 95919.5312 - mean_absolute_error: 266.2781 - val_loss: 160208.6827 - val_mean_absolute_error: 378.7119
Epoch 359/5000
148/148 [==============================] - 0s 27us/step - loss: 95919.0000 - mean_absolute_error: 266.2772 - val_loss: 160207.9304 - val_mean_absolute_error: 378.7109
Epoch 360/5000
148/148 [==============================] - 0s 41us/step - loss: 95918.4609 - mean_absolute_error: 266.2762 - val_loss: 160207.1627 - val_mean_absolute_error: 378.7099
Epoch 361/5000
148/148 [==============================] - 0s 41us/step - loss: 95917.9297 - mean_absolute_error: 266.2751 - val_loss: 160206.4104 - val_mean_absolute_error: 378.7089
Epoch 362/5000
148/148 [==============================] - 0s 34us/step - loss: 95917.3984 - mean_absolute_error: 266.2741 - val_loss: 160205.6737 - val_mean_absolute_error: 378.7080
Epoch 363/5000
148/148 [==============================] - 0s 34us/step - loss: 95916.8750 - mean_absolute_error: 266.2731 - val_loss: 160204.9062 - val_mean_absolute_error: 378.7070
Epoch 364/5000
148/148 [==============================] - 0s 34us/step - loss: 95916.3359 - mean_absolute_error: 266.2721 - val_loss: 160204.1383 - val_mean_absolute_error: 378.7060
Epoch 365/5000
148/148 [==============================] - 0s 34us/step - loss: 95915.7969 - mean_absolute_error: 266.2711 - val_loss: 160203.3863 - val_mean_absolute_error: 378.7050
Epoch 366/5000
148/148 [==============================] - 0s 34us/step - loss: 95915.2656 - mean_absolute_error: 266.2701 - val_loss: 160202.6187 - val_mean_absolute_error: 378.7040
Epoch 367/5000
148/148 [==============================] - 0s 34us/step - loss: 95914.7422 - mean_absolute_error: 266.2691 - val_loss: 160201.8821 - val_mean_absolute_error: 378.7031
Epoch 368/5000
148/148 [==============================] - 0s 34us/step - loss: 95914.1953 - mean_absolute_error: 266.2681 - val_loss: 160201.1142 - val_mean_absolute_error: 378.7021
Epoch 369/5000
148/148 [==============================] - 0s 20us/step - loss: 95913.6719 - mean_absolute_error: 266.2671 - val_loss: 160200.3621 - val_mean_absolute_error: 378.7011
Epoch 370/5000
148/148 [==============================] - 0s 27us/step - loss: 95913.1328 - mean_absolute_error: 266.2661 - val_loss: 160199.6100 - val_mean_absolute_error: 378.7001
Epoch 371/5000
148/148 [==============================] - 0s 41us/step - loss: 95912.6172 - mean_absolute_error: 266.2651 - val_loss: 160198.8423 - val_mean_absolute_error: 378.6992
Epoch 372/5000
148/148 [==============================] - 0s 34us/step - loss: 95912.0781 - mean_absolute_error: 266.2641 - val_loss: 160198.0746 - val_mean_absolute_error: 378.6982
Epoch 373/5000
148/148 [==============================] - 0s 27us/step - loss: 95911.5391 - mean_absolute_error: 266.2631 - val_loss: 160197.3223 - val_mean_absolute_error: 378.6973
Epoch 374/5000
148/148 [==============================] - 0s 34us/step - loss: 95911.0078 - mean_absolute_error: 266.2621 - val_loss: 160196.6013 - val_mean_absolute_error: 378.6963
Epoch 375/5000
148/148 [==============================] - 0s 41us/step - loss: 95910.4844 - mean_absolute_error: 266.2611 - val_loss: 160195.8181 - val_mean_absolute_error: 378.6953
Epoch 376/5000
148/148 [==============================] - 0s 27us/step - loss: 95909.9375 - mean_absolute_error: 266.2601 - val_loss: 160195.0658 - val_mean_absolute_error: 378.6943
Epoch 377/5000
148/148 [==============================] - 0s 34us/step - loss: 95909.4141 - mean_absolute_error: 266.2592 - val_loss: 160194.2981 - val_mean_absolute_error: 378.6934
Epoch 378/5000
148/148 [==============================] - 0s 41us/step - loss: 95908.8750 - mean_absolute_error: 266.2581 - val_loss: 160193.5617 - val_mean_absolute_error: 378.6924
Epoch 379/5000
148/148 [==============================] - 0s 34us/step - loss: 95908.3438 - mean_absolute_error: 266.2571 - val_loss: 160192.7940 - val_mean_absolute_error: 378.6915
Epoch 380/5000
148/148 [==============================] - 0s 27us/step - loss: 95907.8281 - mean_absolute_error: 266.2562 - val_loss: 160192.0262 - val_mean_absolute_error: 378.6905
Epoch 381/5000
148/148 [==============================] - 0s 41us/step - loss: 95907.2812 - mean_absolute_error: 266.2552 - val_loss: 160191.2740 - val_mean_absolute_error: 378.6895
Epoch 382/5000
148/148 [==============================] - 0s 34us/step - loss: 95906.7500 - mean_absolute_error: 266.2541 - val_loss: 160190.5375 - val_mean_absolute_error: 378.6885
Epoch 383/5000
148/148 [==============================] - 0s 27us/step - loss: 95906.2266 - mean_absolute_error: 266.2531 - val_loss: 160189.7542 - val_mean_absolute_error: 378.6876
Epoch 384/5000
148/148 [==============================] - 0s 27us/step - loss: 95905.6875 - mean_absolute_error: 266.2521 - val_loss: 160189.0021 - val_mean_absolute_error: 378.6866
Epoch 385/5000
148/148 [==============================] - 0s 34us/step - loss: 95905.1562 - mean_absolute_error: 266.2512 - val_loss: 160188.2342 - val_mean_absolute_error: 378.6856
Epoch 386/5000
148/148 [==============================] - 0s 34us/step - loss: 95904.6250 - mean_absolute_error: 266.2502 - val_loss: 160187.4979 - val_mean_absolute_error: 378.6847
Epoch 387/5000
148/148 [==============================] - 0s 27us/step - loss: 95904.0938 - mean_absolute_error: 266.2491 - val_loss: 160186.7454 - val_mean_absolute_error: 378.6836
Epoch 388/5000
148/148 [==============================] - 0s 27us/step - loss: 95903.5625 - mean_absolute_error: 266.2481 - val_loss: 160185.9625 - val_mean_absolute_error: 378.6827
Epoch 389/5000
148/148 [==============================] - 0s 27us/step - loss: 95903.0234 - mean_absolute_error: 266.2472 - val_loss: 160185.2254 - val_mean_absolute_error: 378.6817
Epoch 390/5000
148/148 [==============================] - 0s 34us/step - loss: 95902.4844 - mean_absolute_error: 266.2462 - val_loss: 160184.4581 - val_mean_absolute_error: 378.6807
Epoch 391/5000
148/148 [==============================] - 0s 34us/step - loss: 95901.9688 - mean_absolute_error: 266.2452 - val_loss: 160183.6904 - val_mean_absolute_error: 378.6797
Epoch 392/5000
148/148 [==============================] - 0s 27us/step - loss: 95901.4297 - mean_absolute_error: 266.2441 - val_loss: 160182.9535 - val_mean_absolute_error: 378.6788
Epoch 393/5000
148/148 [==============================] - 0s 27us/step - loss: 95900.8984 - mean_absolute_error: 266.2431 - val_loss: 160182.1858 - val_mean_absolute_error: 378.6778
Epoch 394/5000
148/148 [==============================] - 0s 34us/step - loss: 95900.3750 - mean_absolute_error: 266.2421 - val_loss: 160181.4340 - val_mean_absolute_error: 378.6768
Epoch 395/5000
148/148 [==============================] - 0s 20us/step - loss: 95899.8359 - mean_absolute_error: 266.2411 - val_loss: 160180.6817 - val_mean_absolute_error: 378.6759
Epoch 396/5000
148/148 [==============================] - 0s 34us/step - loss: 95899.2969 - mean_absolute_error: 266.2401 - val_loss: 160179.9140 - val_mean_absolute_error: 378.6749
Epoch 397/5000
148/148 [==============================] - 0s 34us/step - loss: 95898.7656 - mean_absolute_error: 266.2391 - val_loss: 160179.1462 - val_mean_absolute_error: 378.6739
Epoch 398/5000
148/148 [==============================] - 0s 27us/step - loss: 95898.2344 - mean_absolute_error: 266.2381 - val_loss: 160178.4098 - val_mean_absolute_error: 378.6730
Epoch 399/5000
148/148 [==============================] - 0s 27us/step - loss: 95897.7109 - mean_absolute_error: 266.2372 - val_loss: 160177.6421 - val_mean_absolute_error: 378.6720
Epoch 400/5000
148/148 [==============================] - 0s 27us/step - loss: 95897.1719 - mean_absolute_error: 266.2361 - val_loss: 160176.8898 - val_mean_absolute_error: 378.6710
Epoch 401/5000
148/148 [==============================] - 0s 34us/step - loss: 95896.6406 - mean_absolute_error: 266.2352 - val_loss: 160176.1375 - val_mean_absolute_error: 378.6700
Epoch 402/5000
148/148 [==============================] - 0s 41us/step - loss: 95896.1094 - mean_absolute_error: 266.2342 - val_loss: 160175.3546 - val_mean_absolute_error: 378.6690
Epoch 403/5000
148/148 [==============================] - 0s 41us/step - loss: 95895.5703 - mean_absolute_error: 266.2331 - val_loss: 160174.6179 - val_mean_absolute_error: 378.6681
Epoch 404/5000
148/148 [==============================] - 0s 41us/step - loss: 95895.0391 - mean_absolute_error: 266.2321 - val_loss: 160173.8500 - val_mean_absolute_error: 378.6671
Epoch 405/5000
148/148 [==============================] - 0s 41us/step - loss: 95894.5078 - mean_absolute_error: 266.2311 - val_loss: 160173.0979 - val_mean_absolute_error: 378.6662
Epoch 406/5000
148/148 [==============================] - 0s 34us/step - loss: 95893.9766 - mean_absolute_error: 266.2302 - val_loss: 160172.3454 - val_mean_absolute_error: 378.6651
Epoch 407/5000
148/148 [==============================] - 0s 34us/step - loss: 95893.4297 - mean_absolute_error: 266.2291 - val_loss: 160171.5938 - val_mean_absolute_error: 378.6641
Epoch 408/5000
148/148 [==============================] - 0s 34us/step - loss: 95892.9219 - mean_absolute_error: 266.2281 - val_loss: 160170.8258 - val_mean_absolute_error: 378.6632
Epoch 409/5000
148/148 [==============================] - 0s 27us/step - loss: 95892.3750 - mean_absolute_error: 266.2271 - val_loss: 160170.0738 - val_mean_absolute_error: 378.6622
Epoch 410/5000
148/148 [==============================] - 0s 34us/step - loss: 95891.8516 - mean_absolute_error: 266.2261 - val_loss: 160169.3213 - val_mean_absolute_error: 378.6612
Epoch 411/5000
148/148 [==============================] - 0s 41us/step - loss: 95891.3125 - mean_absolute_error: 266.2251 - val_loss: 160168.5542 - val_mean_absolute_error: 378.6603
Epoch 412/5000
148/148 [==============================] - 0s 34us/step - loss: 95890.7812 - mean_absolute_error: 266.2242 - val_loss: 160167.8171 - val_mean_absolute_error: 378.6593
Epoch 413/5000
148/148 [==============================] - 0s 34us/step - loss: 95890.2500 - mean_absolute_error: 266.2231 - val_loss: 160167.0496 - val_mean_absolute_error: 378.6583
Epoch 414/5000
148/148 [==============================] - 0s 27us/step - loss: 95889.7188 - mean_absolute_error: 266.2221 - val_loss: 160166.3125 - val_mean_absolute_error: 378.6573
Epoch 415/5000
148/148 [==============================] - 0s 34us/step - loss: 95889.1719 - mean_absolute_error: 266.2211 - val_loss: 160165.5454 - val_mean_absolute_error: 378.6564
Epoch 416/5000
148/148 [==============================] - 0s 27us/step - loss: 95888.6562 - mean_absolute_error: 266.2201 - val_loss: 160164.7621 - val_mean_absolute_error: 378.6554
Epoch 417/5000
148/148 [==============================] - 0s 27us/step - loss: 95888.1250 - mean_absolute_error: 266.2191 - val_loss: 160164.0100 - val_mean_absolute_error: 378.6545
Epoch 418/5000
148/148 [==============================] - 0s 27us/step - loss: 95887.5938 - mean_absolute_error: 266.2181 - val_loss: 160163.2575 - val_mean_absolute_error: 378.6535
Epoch 419/5000
148/148 [==============================] - 0s 34us/step - loss: 95887.0469 - mean_absolute_error: 266.2171 - val_loss: 160162.5058 - val_mean_absolute_error: 378.6525
Epoch 420/5000
148/148 [==============================] - 0s 34us/step - loss: 95886.5234 - mean_absolute_error: 266.2162 - val_loss: 160161.7533 - val_mean_absolute_error: 378.6516
Epoch 421/5000
148/148 [==============================] - 0s 34us/step - loss: 95886.0000 - mean_absolute_error: 266.2151 - val_loss: 160161.0013 - val_mean_absolute_error: 378.6506
Epoch 422/5000
148/148 [==============================] - 0s 34us/step - loss: 95885.4609 - mean_absolute_error: 266.2142 - val_loss: 160160.2025 - val_mean_absolute_error: 378.6496
Epoch 423/5000
148/148 [==============================] - 0s 27us/step - loss: 95884.9219 - mean_absolute_error: 266.2132 - val_loss: 160159.4969 - val_mean_absolute_error: 378.6487
Epoch 424/5000
148/148 [==============================] - 0s 34us/step - loss: 95884.4062 - mean_absolute_error: 266.2122 - val_loss: 160158.7137 - val_mean_absolute_error: 378.6477
Epoch 425/5000
148/148 [==============================] - 0s 27us/step - loss: 95883.8750 - mean_absolute_error: 266.2112 - val_loss: 160157.9615 - val_mean_absolute_error: 378.6467
Epoch 426/5000
148/148 [==============================] - 0s 34us/step - loss: 95883.3281 - mean_absolute_error: 266.2102 - val_loss: 160157.1938 - val_mean_absolute_error: 378.6457
Epoch 427/5000
148/148 [==============================] - 0s 27us/step - loss: 95882.7891 - mean_absolute_error: 266.2092 - val_loss: 160156.4573 - val_mean_absolute_error: 378.6448
Epoch 428/5000
148/148 [==============================] - 0s 27us/step - loss: 95882.2734 - mean_absolute_error: 266.2082 - val_loss: 160155.7050 - val_mean_absolute_error: 378.6438
Epoch 429/5000
148/148 [==============================] - 0s 27us/step - loss: 95881.7422 - mean_absolute_error: 266.2072 - val_loss: 160154.9373 - val_mean_absolute_error: 378.6427
Epoch 430/5000
148/148 [==============================] - 0s 34us/step - loss: 95881.1953 - mean_absolute_error: 266.2061 - val_loss: 160154.1850 - val_mean_absolute_error: 378.6418
Epoch 431/5000
148/148 [==============================] - 0s 34us/step - loss: 95880.6719 - mean_absolute_error: 266.2051 - val_loss: 160153.4331 - val_mean_absolute_error: 378.6408
Epoch 432/5000
148/148 [==============================] - 0s 27us/step - loss: 95880.1406 - mean_absolute_error: 266.2042 - val_loss: 160152.6808 - val_mean_absolute_error: 378.6399
Epoch 433/5000
148/148 [==============================] - 0s 34us/step - loss: 95879.6094 - mean_absolute_error: 266.2032 - val_loss: 160151.8823 - val_mean_absolute_error: 378.6389
Epoch 434/5000
148/148 [==============================] - 0s 27us/step - loss: 95879.0781 - mean_absolute_error: 266.2021 - val_loss: 160151.1608 - val_mean_absolute_error: 378.6379
Epoch 435/5000
148/148 [==============================] - 0s 27us/step - loss: 95878.5312 - mean_absolute_error: 266.2011 - val_loss: 160150.3933 - val_mean_absolute_error: 378.6369
Epoch 436/5000
148/148 [==============================] - 0s 20us/step - loss: 95878.0156 - mean_absolute_error: 266.2001 - val_loss: 160149.6412 - val_mean_absolute_error: 378.6360
Epoch 437/5000
148/148 [==============================] - 0s 41us/step - loss: 95877.4766 - mean_absolute_error: 266.1991 - val_loss: 160148.8733 - val_mean_absolute_error: 378.6350
Epoch 438/5000
148/148 [==============================] - 0s 27us/step - loss: 95876.9453 - mean_absolute_error: 266.1982 - val_loss: 160148.1212 - val_mean_absolute_error: 378.6340
Epoch 439/5000
148/148 [==============================] - 0s 34us/step - loss: 95876.4141 - mean_absolute_error: 266.1972 - val_loss: 160147.3846 - val_mean_absolute_error: 378.6331
Epoch 440/5000
148/148 [==============================] - 0s 27us/step - loss: 95875.8750 - mean_absolute_error: 266.1962 - val_loss: 160146.6171 - val_mean_absolute_error: 378.6321
Epoch 441/5000
148/148 [==============================] - 0s 34us/step - loss: 95875.3516 - mean_absolute_error: 266.1952 - val_loss: 160145.8492 - val_mean_absolute_error: 378.6311
Epoch 442/5000
148/148 [==============================] - 0s 27us/step - loss: 95874.8281 - mean_absolute_error: 266.1942 - val_loss: 160145.1125 - val_mean_absolute_error: 378.6302
Epoch 443/5000
148/148 [==============================] - 0s 47us/step - loss: 95874.2734 - mean_absolute_error: 266.1932 - val_loss: 160144.3450 - val_mean_absolute_error: 378.6292
Epoch 444/5000
148/148 [==============================] - 0s 27us/step - loss: 95873.7578 - mean_absolute_error: 266.1922 - val_loss: 160143.5773 - val_mean_absolute_error: 378.6282
Epoch 445/5000
148/148 [==============================] - 0s 27us/step - loss: 95873.2266 - mean_absolute_error: 266.1912 - val_loss: 160142.8404 - val_mean_absolute_error: 378.6272
Epoch 446/5000
148/148 [==============================] - 0s 27us/step - loss: 95872.6875 - mean_absolute_error: 266.1901 - val_loss: 160142.0573 - val_mean_absolute_error: 378.6263
Epoch 447/5000
148/148 [==============================] - 0s 34us/step - loss: 95872.1484 - mean_absolute_error: 266.1891 - val_loss: 160141.3208 - val_mean_absolute_error: 378.6253
Epoch 448/5000
148/148 [==============================] - 0s 41us/step - loss: 95871.6250 - mean_absolute_error: 266.1881 - val_loss: 160140.5531 - val_mean_absolute_error: 378.6243
Epoch 449/5000
148/148 [==============================] - 0s 27us/step - loss: 95871.0938 - mean_absolute_error: 266.1872 - val_loss: 160139.8008 - val_mean_absolute_error: 378.6233
Epoch 450/5000
148/148 [==============================] - 0s 34us/step - loss: 95870.5625 - mean_absolute_error: 266.1861 - val_loss: 160139.0485 - val_mean_absolute_error: 378.6223
Epoch 451/5000
148/148 [==============================] - 0s 34us/step - loss: 95870.0156 - mean_absolute_error: 266.1852 - val_loss: 160138.2808 - val_mean_absolute_error: 378.6213
Epoch 452/5000
148/148 [==============================] - 0s 34us/step - loss: 95869.4844 - mean_absolute_error: 266.1841 - val_loss: 160137.5290 - val_mean_absolute_error: 378.6204
Epoch 453/5000
148/148 [==============================] - 0s 34us/step - loss: 95868.9766 - mean_absolute_error: 266.1831 - val_loss: 160136.7767 - val_mean_absolute_error: 378.6194
Epoch 454/5000
148/148 [==============================] - 0s 34us/step - loss: 95868.4297 - mean_absolute_error: 266.1822 - val_loss: 160136.0090 - val_mean_absolute_error: 378.6184
Epoch 455/5000
148/148 [==============================] - 0s 27us/step - loss: 95867.8906 - mean_absolute_error: 266.1812 - val_loss: 160135.2258 - val_mean_absolute_error: 378.6174
Epoch 456/5000
148/148 [==============================] - 0s 34us/step - loss: 95867.3594 - mean_absolute_error: 266.1801 - val_loss: 160134.5048 - val_mean_absolute_error: 378.6165
Epoch 457/5000
148/148 [==============================] - 0s 27us/step - loss: 95866.8438 - mean_absolute_error: 266.1791 - val_loss: 160133.7371 - val_mean_absolute_error: 378.6155
Epoch 458/5000
148/148 [==============================] - 0s 34us/step - loss: 95866.3047 - mean_absolute_error: 266.1781 - val_loss: 160132.9848 - val_mean_absolute_error: 378.6145
Epoch 459/5000
148/148 [==============================] - 0s 27us/step - loss: 95865.7734 - mean_absolute_error: 266.1772 - val_loss: 160132.2171 - val_mean_absolute_error: 378.6136
Epoch 460/5000
148/148 [==============================] - 0s 27us/step - loss: 95865.2266 - mean_absolute_error: 266.1761 - val_loss: 160131.4804 - val_mean_absolute_error: 378.6126
Epoch 461/5000
148/148 [==============================] - 0s 27us/step - loss: 95864.7188 - mean_absolute_error: 266.1752 - val_loss: 160130.7283 - val_mean_absolute_error: 378.6117
Epoch 462/5000
148/148 [==============================] - 0s 27us/step - loss: 95864.1719 - mean_absolute_error: 266.1742 - val_loss: 160129.9450 - val_mean_absolute_error: 378.6107
Epoch 463/5000
148/148 [==============================] - 0s 27us/step - loss: 95863.6406 - mean_absolute_error: 266.1732 - val_loss: 160129.1929 - val_mean_absolute_error: 378.6097
Epoch 464/5000
148/148 [==============================] - 0s 27us/step - loss: 95863.1094 - mean_absolute_error: 266.1722 - val_loss: 160128.4408 - val_mean_absolute_error: 378.6088
Epoch 465/5000
148/148 [==============================] - 0s 34us/step - loss: 95862.5781 - mean_absolute_error: 266.1712 - val_loss: 160127.6888 - val_mean_absolute_error: 378.6078
Epoch 466/5000
148/148 [==============================] - 0s 34us/step - loss: 95862.0469 - mean_absolute_error: 266.1702 - val_loss: 160126.9208 - val_mean_absolute_error: 378.6068
Epoch 467/5000
148/148 [==============================] - 0s 34us/step - loss: 95861.5156 - mean_absolute_error: 266.1692 - val_loss: 160126.1842 - val_mean_absolute_error: 378.6058
Epoch 468/5000
148/148 [==============================] - 0s 20us/step - loss: 95860.9766 - mean_absolute_error: 266.1682 - val_loss: 160125.4167 - val_mean_absolute_error: 378.6049
Epoch 469/5000
148/148 [==============================] - 0s 34us/step - loss: 95860.4609 - mean_absolute_error: 266.1672 - val_loss: 160124.6492 - val_mean_absolute_error: 378.6039
Epoch 470/5000
148/148 [==============================] - 0s 27us/step - loss: 95859.9219 - mean_absolute_error: 266.1662 - val_loss: 160123.8967 - val_mean_absolute_error: 378.6029
Epoch 471/5000
148/148 [==============================] - 0s 34us/step - loss: 95859.3828 - mean_absolute_error: 266.1652 - val_loss: 160123.1446 - val_mean_absolute_error: 378.6019
Epoch 472/5000
148/148 [==============================] - 0s 27us/step - loss: 95858.8516 - mean_absolute_error: 266.1641 - val_loss: 160122.3771 - val_mean_absolute_error: 378.6009
Epoch 473/5000
148/148 [==============================] - 0s 27us/step - loss: 95858.3281 - mean_absolute_error: 266.1632 - val_loss: 160121.6404 - val_mean_absolute_error: 378.5999
Epoch 474/5000
148/148 [==============================] - 0s 27us/step - loss: 95857.7891 - mean_absolute_error: 266.1622 - val_loss: 160120.8725 - val_mean_absolute_error: 378.5990
Epoch 475/5000
148/148 [==============================] - 0s 41us/step - loss: 95857.2500 - mean_absolute_error: 266.1612 - val_loss: 160120.1204 - val_mean_absolute_error: 378.5980
Epoch 476/5000
148/148 [==============================] - 0s 27us/step - loss: 95856.7266 - mean_absolute_error: 266.1602 - val_loss: 160119.3683 - val_mean_absolute_error: 378.5970
Epoch 477/5000
148/148 [==============================] - 0s 34us/step - loss: 95856.1875 - mean_absolute_error: 266.1591 - val_loss: 160118.6008 - val_mean_absolute_error: 378.5961
Epoch 478/5000
148/148 [==============================] - 0s 34us/step - loss: 95855.6641 - mean_absolute_error: 266.1581 - val_loss: 160117.8637 - val_mean_absolute_error: 378.5951
Epoch 479/5000
148/148 [==============================] - 0s 27us/step - loss: 95855.1250 - mean_absolute_error: 266.1571 - val_loss: 160117.0808 - val_mean_absolute_error: 378.5941
Epoch 480/5000
148/148 [==============================] - 0s 27us/step - loss: 95854.5938 - mean_absolute_error: 266.1562 - val_loss: 160116.3442 - val_mean_absolute_error: 378.5932
Epoch 481/5000
148/148 [==============================] - 0s 41us/step - loss: 95854.0703 - mean_absolute_error: 266.1552 - val_loss: 160115.5919 - val_mean_absolute_error: 378.5922
Epoch 482/5000
148/148 [==============================] - 0s 27us/step - loss: 95853.5312 - mean_absolute_error: 266.1542 - val_loss: 160114.8242 - val_mean_absolute_error: 378.5912
Epoch 483/5000
148/148 [==============================] - 0s 27us/step - loss: 95853.0000 - mean_absolute_error: 266.1532 - val_loss: 160114.0565 - val_mean_absolute_error: 378.5903
Epoch 484/5000
148/148 [==============================] - 0s 34us/step - loss: 95852.4609 - mean_absolute_error: 266.1522 - val_loss: 160113.3046 - val_mean_absolute_error: 378.5893
Epoch 485/5000
148/148 [==============================] - 0s 34us/step - loss: 95851.9375 - mean_absolute_error: 266.1512 - val_loss: 160112.5523 - val_mean_absolute_error: 378.5883
Epoch 486/5000
148/148 [==============================] - 0s 27us/step - loss: 95851.4062 - mean_absolute_error: 266.1502 - val_loss: 160111.8000 - val_mean_absolute_error: 378.5874
Epoch 487/5000
148/148 [==============================] - 0s 27us/step - loss: 95850.8750 - mean_absolute_error: 266.1492 - val_loss: 160111.0477 - val_mean_absolute_error: 378.5864
Epoch 488/5000
148/148 [==============================] - 0s 34us/step - loss: 95850.3281 - mean_absolute_error: 266.1481 - val_loss: 160110.2804 - val_mean_absolute_error: 378.5854
Epoch 489/5000
148/148 [==============================] - 0s 27us/step - loss: 95849.8125 - mean_absolute_error: 266.1472 - val_loss: 160109.5435 - val_mean_absolute_error: 378.5844
Epoch 490/5000
148/148 [==============================] - 0s 34us/step - loss: 95849.2812 - mean_absolute_error: 266.1462 - val_loss: 160108.7450 - val_mean_absolute_error: 378.5835
Epoch 491/5000
148/148 [==============================] - 0s 27us/step - loss: 95848.7422 - mean_absolute_error: 266.1452 - val_loss: 160107.9927 - val_mean_absolute_error: 378.5824
Epoch 492/5000
148/148 [==============================] - 0s 34us/step - loss: 95848.2109 - mean_absolute_error: 266.1442 - val_loss: 160107.2717 - val_mean_absolute_error: 378.5815
Epoch 493/5000
148/148 [==============================] - 0s 27us/step - loss: 95847.6797 - mean_absolute_error: 266.1432 - val_loss: 160106.4885 - val_mean_absolute_error: 378.5805
Epoch 494/5000
148/148 [==============================] - 0s 34us/step - loss: 95847.1562 - mean_absolute_error: 266.1421 - val_loss: 160105.7362 - val_mean_absolute_error: 378.5795
Epoch 495/5000
148/148 [==============================] - 0s 34us/step - loss: 95846.6172 - mean_absolute_error: 266.1412 - val_loss: 160104.9840 - val_mean_absolute_error: 378.5785
Epoch 496/5000
148/148 [==============================] - 0s 34us/step - loss: 95846.0781 - mean_absolute_error: 266.1402 - val_loss: 160104.2321 - val_mean_absolute_error: 378.5776
Epoch 497/5000
148/148 [==============================] - 0s 27us/step - loss: 95845.5625 - mean_absolute_error: 266.1392 - val_loss: 160103.4488 - val_mean_absolute_error: 378.5766
Epoch 498/5000
148/148 [==============================] - 0s 27us/step - loss: 95845.0234 - mean_absolute_error: 266.1381 - val_loss: 160102.7275 - val_mean_absolute_error: 378.5756
Epoch 499/5000
148/148 [==============================] - 0s 27us/step - loss: 95844.4844 - mean_absolute_error: 266.1371 - val_loss: 160101.9442 - val_mean_absolute_error: 378.5746
Epoch 500/5000
148/148 [==============================] - 0s 41us/step - loss: 95843.9531 - mean_absolute_error: 266.1362 - val_loss: 160101.1925 - val_mean_absolute_error: 378.5737
Epoch 501/5000
148/148 [==============================] - 0s 27us/step - loss: 95843.4219 - mean_absolute_error: 266.1352 - val_loss: 160100.4400 - val_mean_absolute_error: 378.5727
Epoch 502/5000
148/148 [==============================] - 0s 34us/step - loss: 95842.8984 - mean_absolute_error: 266.1342 - val_loss: 160099.6725 - val_mean_absolute_error: 378.5718
Epoch 503/5000
148/148 [==============================] - 0s 34us/step - loss: 95842.3672 - mean_absolute_error: 266.1332 - val_loss: 160098.9200 - val_mean_absolute_error: 378.5708
Epoch 504/5000
148/148 [==============================] - 0s 27us/step - loss: 95841.8281 - mean_absolute_error: 266.1322 - val_loss: 160098.1837 - val_mean_absolute_error: 378.5698
Epoch 505/5000
148/148 [==============================] - 0s 34us/step - loss: 95841.3047 - mean_absolute_error: 266.1312 - val_loss: 160097.4158 - val_mean_absolute_error: 378.5689
Epoch 506/5000
148/148 [==============================] - 0s 27us/step - loss: 95840.7734 - mean_absolute_error: 266.1302 - val_loss: 160096.6638 - val_mean_absolute_error: 378.5679
Epoch 507/5000
148/148 [==============================] - 0s 41us/step - loss: 95840.2266 - mean_absolute_error: 266.1292 - val_loss: 160095.8958 - val_mean_absolute_error: 378.5669
Epoch 508/5000
148/148 [==============================] - 0s 27us/step - loss: 95839.7031 - mean_absolute_error: 266.1282 - val_loss: 160095.1596 - val_mean_absolute_error: 378.5660
Epoch 509/5000
148/148 [==============================] - 0s 27us/step - loss: 95839.1719 - mean_absolute_error: 266.1272 - val_loss: 160094.3917 - val_mean_absolute_error: 378.5650
Epoch 510/5000
148/148 [==============================] - 0s 27us/step - loss: 95838.6328 - mean_absolute_error: 266.1262 - val_loss: 160093.6242 - val_mean_absolute_error: 378.5640
Epoch 511/5000
148/148 [==============================] - 0s 20us/step - loss: 95838.1016 - mean_absolute_error: 266.1252 - val_loss: 160092.8871 - val_mean_absolute_error: 378.5631
Epoch 512/5000
148/148 [==============================] - 0s 27us/step - loss: 95837.5703 - mean_absolute_error: 266.1242 - val_loss: 160092.1046 - val_mean_absolute_error: 378.5621
Epoch 513/5000
148/148 [==============================] - 0s 34us/step - loss: 95837.0391 - mean_absolute_error: 266.1232 - val_loss: 160091.3675 - val_mean_absolute_error: 378.5611
Epoch 514/5000
148/148 [==============================] - 0s 34us/step - loss: 95836.5156 - mean_absolute_error: 266.1222 - val_loss: 160090.6000 - val_mean_absolute_error: 378.5601
Epoch 515/5000
148/148 [==============================] - 0s 27us/step - loss: 95835.9766 - mean_absolute_error: 266.1212 - val_loss: 160089.8475 - val_mean_absolute_error: 378.5591
Epoch 516/5000
148/148 [==============================] - 0s 27us/step - loss: 95835.4375 - mean_absolute_error: 266.1202 - val_loss: 160089.0958 - val_mean_absolute_error: 378.5581
Epoch 517/5000
148/148 [==============================] - 0s 34us/step - loss: 95834.9219 - mean_absolute_error: 266.1192 - val_loss: 160088.3433 - val_mean_absolute_error: 378.5571
Epoch 518/5000
148/148 [==============================] - 0s 20us/step - loss: 95834.3828 - mean_absolute_error: 266.1182 - val_loss: 160087.5912 - val_mean_absolute_error: 378.5562
Epoch 519/5000
148/148 [==============================] - 0s 27us/step - loss: 95833.8516 - mean_absolute_error: 266.1172 - val_loss: 160086.8079 - val_mean_absolute_error: 378.5552
Epoch 520/5000
148/148 [==============================] - 0s 34us/step - loss: 95833.3125 - mean_absolute_error: 266.1161 - val_loss: 160086.0869 - val_mean_absolute_error: 378.5542
Epoch 521/5000
148/148 [==============================] - 0s 34us/step - loss: 95832.7812 - mean_absolute_error: 266.1152 - val_loss: 160085.3037 - val_mean_absolute_error: 378.5533
Epoch 522/5000
148/148 [==============================] - 0s 34us/step - loss: 95832.2500 - mean_absolute_error: 266.1142 - val_loss: 160084.5360 - val_mean_absolute_error: 378.5523
Epoch 523/5000
148/148 [==============================] - 0s 27us/step - loss: 95831.7266 - mean_absolute_error: 266.1132 - val_loss: 160083.7838 - val_mean_absolute_error: 378.5513
Epoch 524/5000
148/148 [==============================] - 0s 34us/step - loss: 95831.1875 - mean_absolute_error: 266.1122 - val_loss: 160083.0319 - val_mean_absolute_error: 378.5504
Epoch 525/5000
148/148 [==============================] - 0s 27us/step - loss: 95830.6641 - mean_absolute_error: 266.1112 - val_loss: 160082.2796 - val_mean_absolute_error: 378.5494
Epoch 526/5000
148/148 [==============================] - 0s 27us/step - loss: 95830.1250 - mean_absolute_error: 266.1102 - val_loss: 160081.5273 - val_mean_absolute_error: 378.5484
Epoch 527/5000
148/148 [==============================] - 0s 27us/step - loss: 95829.6016 - mean_absolute_error: 266.1092 - val_loss: 160080.7750 - val_mean_absolute_error: 378.5475
Epoch 528/5000
148/148 [==============================] - 0s 27us/step - loss: 95829.0547 - mean_absolute_error: 266.1082 - val_loss: 160080.0231 - val_mean_absolute_error: 378.5465
Epoch 529/5000
148/148 [==============================] - 0s 27us/step - loss: 95828.5391 - mean_absolute_error: 266.1072 - val_loss: 160079.2708 - val_mean_absolute_error: 378.5455
Epoch 530/5000
148/148 [==============================] - 0s 34us/step - loss: 95828.0000 - mean_absolute_error: 266.1062 - val_loss: 160078.5031 - val_mean_absolute_error: 378.5445
Epoch 531/5000
148/148 [==============================] - 0s 34us/step - loss: 95827.4688 - mean_absolute_error: 266.1052 - val_loss: 160077.7354 - val_mean_absolute_error: 378.5436
Epoch 532/5000
148/148 [==============================] - 0s 34us/step - loss: 95826.9219 - mean_absolute_error: 266.1042 - val_loss: 160076.9990 - val_mean_absolute_error: 378.5426
Epoch 533/5000
148/148 [==============================] - 0s 27us/step - loss: 95826.4141 - mean_absolute_error: 266.1032 - val_loss: 160076.2158 - val_mean_absolute_error: 378.5416
Epoch 534/5000
148/148 [==============================] - 0s 34us/step - loss: 95825.8750 - mean_absolute_error: 266.1022 - val_loss: 160075.4635 - val_mean_absolute_error: 378.5406
Epoch 535/5000
148/148 [==============================] - 0s 27us/step - loss: 95825.3438 - mean_absolute_error: 266.1012 - val_loss: 160074.7112 - val_mean_absolute_error: 378.5396
Epoch 536/5000
148/148 [==============================] - 0s 27us/step - loss: 95824.8047 - mean_absolute_error: 266.1002 - val_loss: 160073.9592 - val_mean_absolute_error: 378.5386
Epoch 537/5000
148/148 [==============================] - 0s 20us/step - loss: 95824.2734 - mean_absolute_error: 266.0992 - val_loss: 160073.2071 - val_mean_absolute_error: 378.5377
Epoch 538/5000
148/148 [==============================] - 0s 27us/step - loss: 95823.7422 - mean_absolute_error: 266.0982 - val_loss: 160072.4546 - val_mean_absolute_error: 378.5367
Epoch 539/5000
148/148 [==============================] - 0s 41us/step - loss: 95823.2031 - mean_absolute_error: 266.0972 - val_loss: 160071.6871 - val_mean_absolute_error: 378.5357
Epoch 540/5000
148/148 [==============================] - 0s 41us/step - loss: 95822.6719 - mean_absolute_error: 266.0962 - val_loss: 160070.9504 - val_mean_absolute_error: 378.5348
Epoch 541/5000
148/148 [==============================] - 0s 34us/step - loss: 95822.1562 - mean_absolute_error: 266.0952 - val_loss: 160070.1675 - val_mean_absolute_error: 378.5338
Epoch 542/5000
148/148 [==============================] - 0s 34us/step - loss: 95821.6172 - mean_absolute_error: 266.0942 - val_loss: 160069.4304 - val_mean_absolute_error: 378.5328
Epoch 543/5000
148/148 [==============================] - 0s 27us/step - loss: 95821.0781 - mean_absolute_error: 266.0932 - val_loss: 160068.6475 - val_mean_absolute_error: 378.5319
Epoch 544/5000
148/148 [==============================] - 0s 34us/step - loss: 95820.5469 - mean_absolute_error: 266.0922 - val_loss: 160067.9262 - val_mean_absolute_error: 378.5309
Epoch 545/5000
148/148 [==============================] - 0s 34us/step - loss: 95820.0234 - mean_absolute_error: 266.0912 - val_loss: 160067.1433 - val_mean_absolute_error: 378.5299
Epoch 546/5000
148/148 [==============================] - 0s 41us/step - loss: 95819.4922 - mean_absolute_error: 266.0902 - val_loss: 160066.3908 - val_mean_absolute_error: 378.5290
Epoch 547/5000
148/148 [==============================] - 0s 27us/step - loss: 95818.9531 - mean_absolute_error: 266.0892 - val_loss: 160065.6388 - val_mean_absolute_error: 378.5280
Epoch 548/5000
148/148 [==============================] - 0s 34us/step - loss: 95818.4297 - mean_absolute_error: 266.0882 - val_loss: 160064.8867 - val_mean_absolute_error: 378.5270
Epoch 549/5000
148/148 [==============================] - 0s 34us/step - loss: 95817.9062 - mean_absolute_error: 266.0872 - val_loss: 160064.1192 - val_mean_absolute_error: 378.5261
Epoch 550/5000
148/148 [==============================] - 0s 34us/step - loss: 95817.3672 - mean_absolute_error: 266.0862 - val_loss: 160063.3667 - val_mean_absolute_error: 378.5251
Epoch 551/5000
148/148 [==============================] - 0s 34us/step - loss: 95816.8281 - mean_absolute_error: 266.0853 - val_loss: 160062.6146 - val_mean_absolute_error: 378.5241
Epoch 552/5000
148/148 [==============================] - 0s 27us/step - loss: 95816.2891 - mean_absolute_error: 266.0842 - val_loss: 160061.8625 - val_mean_absolute_error: 378.5231
Epoch 553/5000
148/148 [==============================] - 0s 34us/step - loss: 95815.7734 - mean_absolute_error: 266.0832 - val_loss: 160061.1104 - val_mean_absolute_error: 378.5222
Epoch 554/5000
148/148 [==============================] - 0s 27us/step - loss: 95815.2266 - mean_absolute_error: 266.0822 - val_loss: 160060.3271 - val_mean_absolute_error: 378.5212
Epoch 555/5000
148/148 [==============================] - 0s 34us/step - loss: 95814.6953 - mean_absolute_error: 266.0813 - val_loss: 160059.5750 - val_mean_absolute_error: 378.5202
Epoch 556/5000
148/148 [==============================] - 0s 34us/step - loss: 95814.1641 - mean_absolute_error: 266.0802 - val_loss: 160058.8383 - val_mean_absolute_error: 378.5193
Epoch 557/5000
148/148 [==============================] - 0s 27us/step - loss: 95813.6406 - mean_absolute_error: 266.0792 - val_loss: 160058.0708 - val_mean_absolute_error: 378.5182
Epoch 558/5000
148/148 [==============================] - 0s 34us/step - loss: 95813.1094 - mean_absolute_error: 266.0782 - val_loss: 160057.3183 - val_mean_absolute_error: 378.5173
Epoch 559/5000
148/148 [==============================] - 0s 27us/step - loss: 95812.5781 - mean_absolute_error: 266.0772 - val_loss: 160056.5667 - val_mean_absolute_error: 378.5163
Epoch 560/5000
148/148 [==============================] - 0s 41us/step - loss: 95812.0547 - mean_absolute_error: 266.0762 - val_loss: 160055.7987 - val_mean_absolute_error: 378.5153
Epoch 561/5000
148/148 [==============================] - 0s 27us/step - loss: 95811.5156 - mean_absolute_error: 266.0753 - val_loss: 160055.0621 - val_mean_absolute_error: 378.5143
Epoch 562/5000
148/148 [==============================] - 0s 34us/step - loss: 95810.9766 - mean_absolute_error: 266.0742 - val_loss: 160054.2942 - val_mean_absolute_error: 378.5134
Epoch 563/5000
148/148 [==============================] - 0s 41us/step - loss: 95810.4531 - mean_absolute_error: 266.0732 - val_loss: 160053.5269 - val_mean_absolute_error: 378.5124
Epoch 564/5000
148/148 [==============================] - 0s 27us/step - loss: 95809.9219 - mean_absolute_error: 266.0722 - val_loss: 160052.7900 - val_mean_absolute_error: 378.5114
Epoch 565/5000
148/148 [==============================] - 0s 34us/step - loss: 95809.3828 - mean_absolute_error: 266.0712 - val_loss: 160052.0223 - val_mean_absolute_error: 378.5105
Epoch 566/5000
148/148 [==============================] - 0s 41us/step - loss: 95808.8516 - mean_absolute_error: 266.0702 - val_loss: 160051.2546 - val_mean_absolute_error: 378.5095
Epoch 567/5000
148/148 [==============================] - 0s 27us/step - loss: 95808.3125 - mean_absolute_error: 266.0692 - val_loss: 160050.5181 - val_mean_absolute_error: 378.5085
Epoch 568/5000
148/148 [==============================] - 0s 34us/step - loss: 95807.7891 - mean_absolute_error: 266.0683 - val_loss: 160049.7658 - val_mean_absolute_error: 378.5076
Epoch 569/5000
148/148 [==============================] - 0s 27us/step - loss: 95807.2656 - mean_absolute_error: 266.0672 - val_loss: 160048.9981 - val_mean_absolute_error: 378.5066
Epoch 570/5000
148/148 [==============================] - 0s 34us/step - loss: 95806.7266 - mean_absolute_error: 266.0663 - val_loss: 160048.2458 - val_mean_absolute_error: 378.5056
Epoch 571/5000
148/148 [==============================] - 0s 34us/step - loss: 95806.1953 - mean_absolute_error: 266.0652 - val_loss: 160047.4785 - val_mean_absolute_error: 378.5047
Epoch 572/5000
148/148 [==============================] - 0s 27us/step - loss: 95805.6719 - mean_absolute_error: 266.0643 - val_loss: 160046.7417 - val_mean_absolute_error: 378.5037
Epoch 573/5000
148/148 [==============================] - 0s 27us/step - loss: 95805.1250 - mean_absolute_error: 266.0633 - val_loss: 160045.9740 - val_mean_absolute_error: 378.5027
Epoch 574/5000
148/148 [==============================] - 0s 27us/step - loss: 95804.6016 - mean_absolute_error: 266.0622 - val_loss: 160045.2062 - val_mean_absolute_error: 378.5017
Epoch 575/5000
148/148 [==============================] - 0s 34us/step - loss: 95804.0703 - mean_absolute_error: 266.0612 - val_loss: 160044.4698 - val_mean_absolute_error: 378.5008
Epoch 576/5000
148/148 [==============================] - 0s 34us/step - loss: 95803.5391 - mean_absolute_error: 266.0602 - val_loss: 160043.6867 - val_mean_absolute_error: 378.4998
Epoch 577/5000
148/148 [==============================] - 0s 41us/step - loss: 95803.0156 - mean_absolute_error: 266.0593 - val_loss: 160042.9344 - val_mean_absolute_error: 378.4987
Epoch 578/5000
148/148 [==============================] - 0s 27us/step - loss: 95802.4766 - mean_absolute_error: 266.0582 - val_loss: 160042.1821 - val_mean_absolute_error: 378.4978
Epoch 579/5000
148/148 [==============================] - 0s 27us/step - loss: 95801.9297 - mean_absolute_error: 266.0572 - val_loss: 160041.4456 - val_mean_absolute_error: 378.4968
Epoch 580/5000
148/148 [==============================] - 0s 27us/step - loss: 95801.4141 - mean_absolute_error: 266.0562 - val_loss: 160040.6779 - val_mean_absolute_error: 378.4959
Epoch 581/5000
148/148 [==============================] - 0s 27us/step - loss: 95800.8750 - mean_absolute_error: 266.0552 - val_loss: 160039.9256 - val_mean_absolute_error: 378.4949
Epoch 582/5000
148/148 [==============================] - 0s 34us/step - loss: 95800.3438 - mean_absolute_error: 266.0542 - val_loss: 160039.1579 - val_mean_absolute_error: 378.4939
Epoch 583/5000
148/148 [==============================] - 0s 34us/step - loss: 95799.7969 - mean_absolute_error: 266.0532 - val_loss: 160038.4213 - val_mean_absolute_error: 378.4929
Epoch 584/5000
148/148 [==============================] - 0s 27us/step - loss: 95799.2891 - mean_absolute_error: 266.0522 - val_loss: 160037.6537 - val_mean_absolute_error: 378.4920
Epoch 585/5000
148/148 [==============================] - 0s 34us/step - loss: 95798.7500 - mean_absolute_error: 266.0512 - val_loss: 160036.8704 - val_mean_absolute_error: 378.4910
Epoch 586/5000
148/148 [==============================] - 0s 34us/step - loss: 95798.2188 - mean_absolute_error: 266.0502 - val_loss: 160036.1496 - val_mean_absolute_error: 378.4901
Epoch 587/5000
148/148 [==============================] - 0s 27us/step - loss: 95797.6953 - mean_absolute_error: 266.0492 - val_loss: 160035.3971 - val_mean_absolute_error: 378.4891
Epoch 588/5000
148/148 [==============================] - 0s 34us/step - loss: 95797.1562 - mean_absolute_error: 266.0482 - val_loss: 160034.6142 - val_mean_absolute_error: 378.4881
Epoch 589/5000
148/148 [==============================] - 0s 27us/step - loss: 95796.6250 - mean_absolute_error: 266.0472 - val_loss: 160033.8771 - val_mean_absolute_error: 378.4871
Epoch 590/5000
148/148 [==============================] - 0s 27us/step - loss: 95796.0938 - mean_absolute_error: 266.0462 - val_loss: 160033.1100 - val_mean_absolute_error: 378.4862
Epoch 591/5000
148/148 [==============================] - 0s 34us/step - loss: 95795.5703 - mean_absolute_error: 266.0453 - val_loss: 160032.3575 - val_mean_absolute_error: 378.4852
Epoch 592/5000
148/148 [==============================] - 0s 41us/step - loss: 95795.0234 - mean_absolute_error: 266.0443 - val_loss: 160031.6054 - val_mean_absolute_error: 378.4842
Epoch 593/5000
148/148 [==============================] - 0s 20us/step - loss: 95794.5000 - mean_absolute_error: 266.0433 - val_loss: 160030.8221 - val_mean_absolute_error: 378.4833
Epoch 594/5000
148/148 [==============================] - 0s 27us/step - loss: 95793.9609 - mean_absolute_error: 266.0423 - val_loss: 160030.1013 - val_mean_absolute_error: 378.4823
Epoch 595/5000
148/148 [==============================] - 0s 34us/step - loss: 95793.4375 - mean_absolute_error: 266.0413 - val_loss: 160029.3333 - val_mean_absolute_error: 378.4813
Epoch 596/5000
148/148 [==============================] - 0s 41us/step - loss: 95792.9062 - mean_absolute_error: 266.0403 - val_loss: 160028.5812 - val_mean_absolute_error: 378.4803
Epoch 597/5000
148/148 [==============================] - 0s 34us/step - loss: 95792.3750 - mean_absolute_error: 266.0393 - val_loss: 160027.8287 - val_mean_absolute_error: 378.4794
Epoch 598/5000
148/148 [==============================] - 0s 27us/step - loss: 95791.8359 - mean_absolute_error: 266.0382 - val_loss: 160027.0771 - val_mean_absolute_error: 378.4784
Epoch 599/5000
148/148 [==============================] - 0s 34us/step - loss: 95791.3125 - mean_absolute_error: 266.0373 - val_loss: 160026.3092 - val_mean_absolute_error: 378.4775
Epoch 600/5000
148/148 [==============================] - 0s 34us/step - loss: 95790.7734 - mean_absolute_error: 266.0363 - val_loss: 160025.5417 - val_mean_absolute_error: 378.4764
Epoch 601/5000
148/148 [==============================] - 0s 34us/step - loss: 95790.2422 - mean_absolute_error: 266.0352 - val_loss: 160024.7892 - val_mean_absolute_error: 378.4754
Epoch 602/5000
148/148 [==============================] - 0s 34us/step - loss: 95789.7109 - mean_absolute_error: 266.0343 - val_loss: 160024.0221 - val_mean_absolute_error: 378.4745
Epoch 603/5000
148/148 [==============================] - 0s 34us/step - loss: 95789.1797 - mean_absolute_error: 266.0333 - val_loss: 160023.2850 - val_mean_absolute_error: 378.4735
Epoch 604/5000
148/148 [==============================] - 0s 41us/step - loss: 95788.6484 - mean_absolute_error: 266.0323 - val_loss: 160022.5175 - val_mean_absolute_error: 378.4725
Epoch 605/5000
148/148 [==============================] - 0s 27us/step - loss: 95788.1250 - mean_absolute_error: 266.0312 - val_loss: 160021.7650 - val_mean_absolute_error: 378.4715
Epoch 606/5000
148/148 [==============================] - 0s 34us/step - loss: 95787.5859 - mean_absolute_error: 266.0302 - val_loss: 160021.0133 - val_mean_absolute_error: 378.4706
Epoch 607/5000
148/148 [==============================] - 0s 34us/step - loss: 95787.0625 - mean_absolute_error: 266.0292 - val_loss: 160020.2608 - val_mean_absolute_error: 378.4696
Epoch 608/5000
148/148 [==============================] - 0s 27us/step - loss: 95786.5234 - mean_absolute_error: 266.0282 - val_loss: 160019.4933 - val_mean_absolute_error: 378.4687
Epoch 609/5000
148/148 [==============================] - 0s 34us/step - loss: 95785.9922 - mean_absolute_error: 266.0273 - val_loss: 160018.7567 - val_mean_absolute_error: 378.4677
Epoch 610/5000
148/148 [==============================] - 0s 34us/step - loss: 95785.4766 - mean_absolute_error: 266.0263 - val_loss: 160017.9890 - val_mean_absolute_error: 378.4667
Epoch 611/5000
148/148 [==============================] - 0s 27us/step - loss: 95784.9297 - mean_absolute_error: 266.0253 - val_loss: 160017.2213 - val_mean_absolute_error: 378.4657
Epoch 612/5000
148/148 [==============================] - 0s 41us/step - loss: 95784.3906 - mean_absolute_error: 266.0243 - val_loss: 160016.4690 - val_mean_absolute_error: 378.4648
Epoch 613/5000
148/148 [==============================] - 0s 27us/step - loss: 95783.8594 - mean_absolute_error: 266.0233 - val_loss: 160015.7171 - val_mean_absolute_error: 378.4638
Epoch 614/5000
148/148 [==============================] - 0s 27us/step - loss: 95783.3359 - mean_absolute_error: 266.0223 - val_loss: 160014.9648 - val_mean_absolute_error: 378.4628
Epoch 615/5000
148/148 [==============================] - 0s 34us/step - loss: 95782.8047 - mean_absolute_error: 266.0213 - val_loss: 160014.1971 - val_mean_absolute_error: 378.4619
Epoch 616/5000
148/148 [==============================] - 0s 27us/step - loss: 95782.2734 - mean_absolute_error: 266.0203 - val_loss: 160013.4448 - val_mean_absolute_error: 378.4609
Epoch 617/5000
148/148 [==============================] - 0s 41us/step - loss: 95781.7344 - mean_absolute_error: 266.0192 - val_loss: 160012.6929 - val_mean_absolute_error: 378.4599
Epoch 618/5000
148/148 [==============================] - 0s 27us/step - loss: 95781.2188 - mean_absolute_error: 266.0182 - val_loss: 160011.9406 - val_mean_absolute_error: 378.4590
Epoch 619/5000
148/148 [==============================] - 0s 27us/step - loss: 95780.6719 - mean_absolute_error: 266.0173 - val_loss: 160011.1883 - val_mean_absolute_error: 378.4580
Epoch 620/5000
148/148 [==============================] - 0s 34us/step - loss: 95780.1484 - mean_absolute_error: 266.0163 - val_loss: 160010.4206 - val_mean_absolute_error: 378.4569
Epoch 621/5000
148/148 [==============================] - 0s 34us/step - loss: 95779.6094 - mean_absolute_error: 266.0153 - val_loss: 160009.6688 - val_mean_absolute_error: 378.4560
Epoch 622/5000
148/148 [==============================] - 0s 34us/step - loss: 95779.0859 - mean_absolute_error: 266.0143 - val_loss: 160008.9165 - val_mean_absolute_error: 378.4550
Epoch 623/5000
148/148 [==============================] - 0s 34us/step - loss: 95778.5547 - mean_absolute_error: 266.0133 - val_loss: 160008.1487 - val_mean_absolute_error: 378.4540
Epoch 624/5000
148/148 [==============================] - 0s 34us/step - loss: 95778.0234 - mean_absolute_error: 266.0122 - val_loss: 160007.3965 - val_mean_absolute_error: 378.4531
Epoch 625/5000
148/148 [==============================] - 0s 41us/step - loss: 95777.4766 - mean_absolute_error: 266.0113 - val_loss: 160006.6446 - val_mean_absolute_error: 378.4521
Epoch 626/5000
148/148 [==============================] - 0s 34us/step - loss: 95776.9531 - mean_absolute_error: 266.0103 - val_loss: 160005.8769 - val_mean_absolute_error: 378.4511
Epoch 627/5000
148/148 [==============================] - 0s 27us/step - loss: 95776.4219 - mean_absolute_error: 266.0092 - val_loss: 160005.1246 - val_mean_absolute_error: 378.4501
Epoch 628/5000
148/148 [==============================] - 0s 20us/step - loss: 95775.8906 - mean_absolute_error: 266.0082 - val_loss: 160004.3723 - val_mean_absolute_error: 378.4492
Epoch 629/5000
148/148 [==============================] - 0s 34us/step - loss: 95775.3672 - mean_absolute_error: 266.0073 - val_loss: 160003.6204 - val_mean_absolute_error: 378.4482
Epoch 630/5000
148/148 [==============================] - 0s 27us/step - loss: 95774.8359 - mean_absolute_error: 266.0063 - val_loss: 160002.8679 - val_mean_absolute_error: 378.4473
Epoch 631/5000
148/148 [==============================] - 0s 27us/step - loss: 95774.2891 - mean_absolute_error: 266.0053 - val_loss: 160002.1158 - val_mean_absolute_error: 378.4463
Epoch 632/5000
148/148 [==============================] - 0s 34us/step - loss: 95773.7656 - mean_absolute_error: 266.0043 - val_loss: 160001.3481 - val_mean_absolute_error: 378.4453
Epoch 633/5000
148/148 [==============================] - 0s 27us/step - loss: 95773.2266 - mean_absolute_error: 266.0033 - val_loss: 160000.6117 - val_mean_absolute_error: 378.4444
Epoch 634/5000
148/148 [==============================] - 0s 34us/step - loss: 95772.7109 - mean_absolute_error: 266.0023 - val_loss: 159999.8283 - val_mean_absolute_error: 378.4434
Epoch 635/5000
148/148 [==============================] - 0s 27us/step - loss: 95772.1719 - mean_absolute_error: 266.0013 - val_loss: 159999.0608 - val_mean_absolute_error: 378.4424
Epoch 636/5000
148/148 [==============================] - 0s 27us/step - loss: 95771.6328 - mean_absolute_error: 266.0003 - val_loss: 159998.3240 - val_mean_absolute_error: 378.4414
Epoch 637/5000
148/148 [==============================] - 0s 27us/step - loss: 95771.0938 - mean_absolute_error: 265.9993 - val_loss: 159997.5721 - val_mean_absolute_error: 378.4405
Epoch 638/5000
148/148 [==============================] - 0s 41us/step - loss: 95770.5781 - mean_absolute_error: 265.9983 - val_loss: 159996.8044 - val_mean_absolute_error: 378.4395
Epoch 639/5000
148/148 [==============================] - 0s 34us/step - loss: 95770.0469 - mean_absolute_error: 265.9973 - val_loss: 159996.0521 - val_mean_absolute_error: 378.4385
Epoch 640/5000
148/148 [==============================] - 0s 27us/step - loss: 95769.5078 - mean_absolute_error: 265.9963 - val_loss: 159995.3000 - val_mean_absolute_error: 378.4376
Epoch 641/5000
148/148 [==============================] - 0s 41us/step - loss: 95768.9922 - mean_absolute_error: 265.9953 - val_loss: 159994.5479 - val_mean_absolute_error: 378.4366
Epoch 642/5000
148/148 [==============================] - 0s 27us/step - loss: 95768.4609 - mean_absolute_error: 265.9943 - val_loss: 159993.7956 - val_mean_absolute_error: 378.4356
Epoch 643/5000
148/148 [==============================] - 0s 27us/step - loss: 95767.9219 - mean_absolute_error: 265.9933 - val_loss: 159993.0279 - val_mean_absolute_error: 378.4346
Epoch 644/5000
148/148 [==============================] - 0s 34us/step - loss: 95767.3906 - mean_absolute_error: 265.9923 - val_loss: 159992.2915 - val_mean_absolute_error: 378.4336
Epoch 645/5000
148/148 [==============================] - 0s 34us/step - loss: 95766.8672 - mean_absolute_error: 265.9913 - val_loss: 159991.5237 - val_mean_absolute_error: 378.4326
Epoch 646/5000
148/148 [==============================] - 0s 34us/step - loss: 95766.3281 - mean_absolute_error: 265.9903 - val_loss: 159990.7715 - val_mean_absolute_error: 378.4317
Epoch 647/5000
148/148 [==============================] - 0s 27us/step - loss: 95765.7891 - mean_absolute_error: 265.9893 - val_loss: 159990.0038 - val_mean_absolute_error: 378.4307
Epoch 648/5000
148/148 [==============================] - 0s 34us/step - loss: 95765.2578 - mean_absolute_error: 265.9883 - val_loss: 159989.2673 - val_mean_absolute_error: 378.4297
Epoch 649/5000
148/148 [==============================] - 0s 27us/step - loss: 95764.7422 - mean_absolute_error: 265.9872 - val_loss: 159988.4842 - val_mean_absolute_error: 378.4288
Epoch 650/5000
148/148 [==============================] - 0s 34us/step - loss: 95764.1953 - mean_absolute_error: 265.9863 - val_loss: 159987.7319 - val_mean_absolute_error: 378.4278
Epoch 651/5000
148/148 [==============================] - 0s 27us/step - loss: 95763.6719 - mean_absolute_error: 265.9853 - val_loss: 159986.9796 - val_mean_absolute_error: 378.4268
Epoch 652/5000
148/148 [==============================] - 0s 27us/step - loss: 95763.1250 - mean_absolute_error: 265.9843 - val_loss: 159986.2429 - val_mean_absolute_error: 378.4259
Epoch 653/5000
148/148 [==============================] - 0s 41us/step - loss: 95762.6094 - mean_absolute_error: 265.9833 - val_loss: 159985.4754 - val_mean_absolute_error: 378.4249
Epoch 654/5000
148/148 [==============================] - 0s 27us/step - loss: 95762.0781 - mean_absolute_error: 265.9823 - val_loss: 159984.7075 - val_mean_absolute_error: 378.4239
Epoch 655/5000
148/148 [==============================] - 0s 27us/step - loss: 95761.5391 - mean_absolute_error: 265.9813 - val_loss: 159983.9554 - val_mean_absolute_error: 378.4230
Epoch 656/5000
148/148 [==============================] - 0s 27us/step - loss: 95761.0078 - mean_absolute_error: 265.9803 - val_loss: 159983.2033 - val_mean_absolute_error: 378.4220
Epoch 657/5000
148/148 [==============================] - 0s 27us/step - loss: 95760.4766 - mean_absolute_error: 265.9793 - val_loss: 159982.4358 - val_mean_absolute_error: 378.4210
Epoch 658/5000
148/148 [==============================] - 0s 27us/step - loss: 95759.9453 - mean_absolute_error: 265.9783 - val_loss: 159981.6833 - val_mean_absolute_error: 378.4201
Epoch 659/5000
148/148 [==============================] - 0s 95us/step - loss: 95759.4141 - mean_absolute_error: 265.9774 - val_loss: 159980.9471 - val_mean_absolute_error: 378.4191
Epoch 660/5000
148/148 [==============================] - 0s 34us/step - loss: 95758.8906 - mean_absolute_error: 265.9763 - val_loss: 159980.1792 - val_mean_absolute_error: 378.4181
Epoch 661/5000
148/148 [==============================] - 0s 27us/step - loss: 95758.3594 - mean_absolute_error: 265.9753 - val_loss: 159979.4117 - val_mean_absolute_error: 378.4171
Epoch 662/5000
148/148 [==============================] - 0s 34us/step - loss: 95757.8281 - mean_absolute_error: 265.9743 - val_loss: 159978.6746 - val_mean_absolute_error: 378.4162
Epoch 663/5000
148/148 [==============================] - 0s 34us/step - loss: 95757.2812 - mean_absolute_error: 265.9733 - val_loss: 159977.9229 - val_mean_absolute_error: 378.4152
Epoch 664/5000
148/148 [==============================] - 0s 27us/step - loss: 95756.7656 - mean_absolute_error: 265.9723 - val_loss: 159977.1550 - val_mean_absolute_error: 378.4142
Epoch 665/5000
148/148 [==============================] - 0s 27us/step - loss: 95756.2266 - mean_absolute_error: 265.9713 - val_loss: 159976.3875 - val_mean_absolute_error: 378.4132
Epoch 666/5000
148/148 [==============================] - 0s 34us/step - loss: 95755.6953 - mean_absolute_error: 265.9703 - val_loss: 159975.6504 - val_mean_absolute_error: 378.4122
Epoch 667/5000
148/148 [==============================] - 0s 34us/step - loss: 95755.1641 - mean_absolute_error: 265.9693 - val_loss: 159974.8833 - val_mean_absolute_error: 378.4112
Epoch 668/5000
148/148 [==============================] - 0s 40us/step - loss: 95754.6328 - mean_absolute_error: 265.9683 - val_loss: 159974.1154 - val_mean_absolute_error: 378.4103
Epoch 669/5000
148/148 [==============================] - 0s 54us/step - loss: 95754.1016 - mean_absolute_error: 265.9673 - val_loss: 159973.3788 - val_mean_absolute_error: 378.4093
Epoch 670/5000
148/148 [==============================] - 0s 27us/step - loss: 95753.5781 - mean_absolute_error: 265.9663 - val_loss: 159972.6108 - val_mean_absolute_error: 378.4083
Epoch 671/5000
148/148 [==============================] - 0s 34us/step - loss: 95753.0312 - mean_absolute_error: 265.9653 - val_loss: 159971.8592 - val_mean_absolute_error: 378.4074
Epoch 672/5000
148/148 [==============================] - 0s 34us/step - loss: 95752.5078 - mean_absolute_error: 265.9643 - val_loss: 159971.1067 - val_mean_absolute_error: 378.4064
Epoch 673/5000
148/148 [==============================] - 0s 27us/step - loss: 95751.9766 - mean_absolute_error: 265.9633 - val_loss: 159970.3546 - val_mean_absolute_error: 378.4054
Epoch 674/5000
148/148 [==============================] - 0s 34us/step - loss: 95751.4375 - mean_absolute_error: 265.9623 - val_loss: 159969.5869 - val_mean_absolute_error: 378.4045
Epoch 675/5000
148/148 [==============================] - 0s 27us/step - loss: 95750.9062 - mean_absolute_error: 265.9613 - val_loss: 159968.8504 - val_mean_absolute_error: 378.4035
Epoch 676/5000
148/148 [==============================] - 0s 34us/step - loss: 95750.3828 - mean_absolute_error: 265.9603 - val_loss: 159968.0825 - val_mean_absolute_error: 378.4025
Epoch 677/5000
148/148 [==============================] - 0s 27us/step - loss: 95749.8516 - mean_absolute_error: 265.9593 - val_loss: 159967.3304 - val_mean_absolute_error: 378.4016
Epoch 678/5000
148/148 [==============================] - 0s 27us/step - loss: 95749.3203 - mean_absolute_error: 265.9583 - val_loss: 159966.5938 - val_mean_absolute_error: 378.4006
Epoch 679/5000
148/148 [==============================] - 0s 34us/step - loss: 95748.7891 - mean_absolute_error: 265.9573 - val_loss: 159965.8263 - val_mean_absolute_error: 378.3996
Epoch 680/5000
148/148 [==============================] - 0s 34us/step - loss: 95748.2578 - mean_absolute_error: 265.9564 - val_loss: 159965.0583 - val_mean_absolute_error: 378.3987
Epoch 681/5000
148/148 [==============================] - 0s 27us/step - loss: 95747.7266 - mean_absolute_error: 265.9554 - val_loss: 159964.2908 - val_mean_absolute_error: 378.3977
Epoch 682/5000
148/148 [==============================] - 0s 27us/step - loss: 95747.1875 - mean_absolute_error: 265.9543 - val_loss: 159963.5388 - val_mean_absolute_error: 378.3967
Epoch 683/5000
148/148 [==============================] - 0s 34us/step - loss: 95746.6719 - mean_absolute_error: 265.9533 - val_loss: 159962.8021 - val_mean_absolute_error: 378.3958
Epoch 684/5000
148/148 [==============================] - 0s 41us/step - loss: 95746.1328 - mean_absolute_error: 265.9523 - val_loss: 159962.0342 - val_mean_absolute_error: 378.3948
Epoch 685/5000
148/148 [==============================] - 0s 27us/step - loss: 95745.5938 - mean_absolute_error: 265.9514 - val_loss: 159961.2667 - val_mean_absolute_error: 378.3938
Epoch 686/5000
148/148 [==============================] - 0s 41us/step - loss: 95745.0625 - mean_absolute_error: 265.9503 - val_loss: 159960.5300 - val_mean_absolute_error: 378.3929
Epoch 687/5000
148/148 [==============================] - 0s 27us/step - loss: 95744.5469 - mean_absolute_error: 265.9493 - val_loss: 159959.7623 - val_mean_absolute_error: 378.3918
Epoch 688/5000
148/148 [==============================] - 0s 27us/step - loss: 95744.0000 - mean_absolute_error: 265.9483 - val_loss: 159959.0100 - val_mean_absolute_error: 378.3908
Epoch 689/5000
148/148 [==============================] - 0s 27us/step - loss: 95743.4766 - mean_absolute_error: 265.9474 - val_loss: 159958.2423 - val_mean_absolute_error: 378.3899
Epoch 690/5000
148/148 [==============================] - 0s 27us/step - loss: 95742.9297 - mean_absolute_error: 265.9464 - val_loss: 159957.5058 - val_mean_absolute_error: 378.3889
Epoch 691/5000
148/148 [==============================] - 0s 34us/step - loss: 95742.4141 - mean_absolute_error: 265.9454 - val_loss: 159956.7381 - val_mean_absolute_error: 378.3879
Epoch 692/5000
148/148 [==============================] - 0s 34us/step - loss: 95741.8750 - mean_absolute_error: 265.9443 - val_loss: 159955.9858 - val_mean_absolute_error: 378.3869
Epoch 693/5000
148/148 [==============================] - 0s 34us/step - loss: 95741.3359 - mean_absolute_error: 265.9433 - val_loss: 159955.2183 - val_mean_absolute_error: 378.3860
Epoch 694/5000
148/148 [==============================] - 0s 27us/step - loss: 95740.8047 - mean_absolute_error: 265.9423 - val_loss: 159954.4817 - val_mean_absolute_error: 378.3850
Epoch 695/5000
148/148 [==============================] - 0s 27us/step - loss: 95740.2969 - mean_absolute_error: 265.9413 - val_loss: 159953.7142 - val_mean_absolute_error: 378.3840
Epoch 696/5000
148/148 [==============================] - 0s 34us/step - loss: 95739.7500 - mean_absolute_error: 265.9403 - val_loss: 159952.9617 - val_mean_absolute_error: 378.3831
Epoch 697/5000
148/148 [==============================] - 0s 27us/step - loss: 95739.2266 - mean_absolute_error: 265.9394 - val_loss: 159952.2098 - val_mean_absolute_error: 378.3821
Epoch 698/5000
148/148 [==============================] - 0s 34us/step - loss: 95738.6953 - mean_absolute_error: 265.9384 - val_loss: 159951.4575 - val_mean_absolute_error: 378.3811
Epoch 699/5000
148/148 [==============================] - 0s 34us/step - loss: 95738.1641 - mean_absolute_error: 265.9373 - val_loss: 159950.6900 - val_mean_absolute_error: 378.3802
Epoch 700/5000
148/148 [==============================] - 0s 34us/step - loss: 95737.6250 - mean_absolute_error: 265.9364 - val_loss: 159949.9375 - val_mean_absolute_error: 378.3792
Epoch 701/5000
148/148 [==============================] - 0s 34us/step - loss: 95737.0938 - mean_absolute_error: 265.9354 - val_loss: 159949.1858 - val_mean_absolute_error: 378.3783
Epoch 702/5000
148/148 [==============================] - 0s 27us/step - loss: 95736.5703 - mean_absolute_error: 265.9344 - val_loss: 159948.4333 - val_mean_absolute_error: 378.3773
Epoch 703/5000
148/148 [==============================] - 0s 34us/step - loss: 95736.0312 - mean_absolute_error: 265.9333 - val_loss: 159947.6658 - val_mean_absolute_error: 378.3763
Epoch 704/5000
148/148 [==============================] - 0s 27us/step - loss: 95735.5078 - mean_absolute_error: 265.9323 - val_loss: 159946.8979 - val_mean_absolute_error: 378.3753
Epoch 705/5000
148/148 [==============================] - 0s 27us/step - loss: 95734.9609 - mean_absolute_error: 265.9313 - val_loss: 159946.1617 - val_mean_absolute_error: 378.3744
Epoch 706/5000
148/148 [==============================] - 0s 27us/step - loss: 95734.4453 - mean_absolute_error: 265.9304 - val_loss: 159945.3937 - val_mean_absolute_error: 378.3734
Epoch 707/5000
148/148 [==============================] - 0s 20us/step - loss: 95733.9141 - mean_absolute_error: 265.9294 - val_loss: 159944.6417 - val_mean_absolute_error: 378.3723
Epoch 708/5000
148/148 [==============================] - 0s 41us/step - loss: 95733.3750 - mean_absolute_error: 265.9283 - val_loss: 159943.8892 - val_mean_absolute_error: 378.3714
Epoch 709/5000
148/148 [==============================] - 0s 34us/step - loss: 95732.8359 - mean_absolute_error: 265.9273 - val_loss: 159943.1375 - val_mean_absolute_error: 378.3704
Epoch 710/5000
148/148 [==============================] - 0s 27us/step - loss: 95732.3125 - mean_absolute_error: 265.9263 - val_loss: 159942.3850 - val_mean_absolute_error: 378.3694
Epoch 711/5000
148/148 [==============================] - 0s 27us/step - loss: 95731.7812 - mean_absolute_error: 265.9254 - val_loss: 159941.6329 - val_mean_absolute_error: 378.3685
Epoch 712/5000
148/148 [==============================] - 0s 27us/step - loss: 95731.2422 - mean_absolute_error: 265.9243 - val_loss: 159940.8804 - val_mean_absolute_error: 378.3675
Epoch 713/5000
148/148 [==============================] - 0s 27us/step - loss: 95730.7109 - mean_absolute_error: 265.9233 - val_loss: 159940.1285 - val_mean_absolute_error: 378.3665
Epoch 714/5000
148/148 [==============================] - 0s 34us/step - loss: 95730.1875 - mean_absolute_error: 265.9223 - val_loss: 159939.3763 - val_mean_absolute_error: 378.3656
Epoch 715/5000
148/148 [==============================] - 0s 34us/step - loss: 95729.6562 - mean_absolute_error: 265.9213 - val_loss: 159938.5931 - val_mean_absolute_error: 378.3646
Epoch 716/5000
148/148 [==============================] - 0s 34us/step - loss: 95729.1250 - mean_absolute_error: 265.9203 - val_loss: 159937.8721 - val_mean_absolute_error: 378.3636
Epoch 717/5000
148/148 [==============================] - 0s 27us/step - loss: 95728.6016 - mean_absolute_error: 265.9193 - val_loss: 159937.0890 - val_mean_absolute_error: 378.3627
Epoch 718/5000
148/148 [==============================] - 0s 41us/step - loss: 95728.0703 - mean_absolute_error: 265.9184 - val_loss: 159936.3213 - val_mean_absolute_error: 378.3617
Epoch 719/5000
148/148 [==============================] - 0s 27us/step - loss: 95727.5234 - mean_absolute_error: 265.9174 - val_loss: 159935.5690 - val_mean_absolute_error: 378.3607
Epoch 720/5000
148/148 [==============================] - 0s 27us/step - loss: 95727.0078 - mean_absolute_error: 265.9164 - val_loss: 159934.8171 - val_mean_absolute_error: 378.3598
Epoch 721/5000
148/148 [==============================] - 0s 27us/step - loss: 95726.4766 - mean_absolute_error: 265.9154 - val_loss: 159934.0648 - val_mean_absolute_error: 378.3588
Epoch 722/5000
148/148 [==============================] - 0s 27us/step - loss: 95725.9375 - mean_absolute_error: 265.9144 - val_loss: 159933.3125 - val_mean_absolute_error: 378.3578
Epoch 723/5000
148/148 [==============================] - 0s 27us/step - loss: 95725.4062 - mean_absolute_error: 265.9134 - val_loss: 159932.5448 - val_mean_absolute_error: 378.3569
Epoch 724/5000
148/148 [==============================] - 0s 41us/step - loss: 95724.8672 - mean_absolute_error: 265.9124 - val_loss: 159931.8083 - val_mean_absolute_error: 378.3559
Epoch 725/5000
148/148 [==============================] - 0s 27us/step - loss: 95724.3516 - mean_absolute_error: 265.9114 - val_loss: 159931.0406 - val_mean_absolute_error: 378.3549
Epoch 726/5000
148/148 [==============================] - 0s 27us/step - loss: 95723.8203 - mean_absolute_error: 265.9104 - val_loss: 159930.2575 - val_mean_absolute_error: 378.3539
Epoch 727/5000
148/148 [==============================] - 0s 34us/step - loss: 95723.2734 - mean_absolute_error: 265.9094 - val_loss: 159929.5208 - val_mean_absolute_error: 378.3530
Epoch 728/5000
148/148 [==============================] - 0s 27us/step - loss: 95722.7500 - mean_absolute_error: 265.9084 - val_loss: 159928.7687 - val_mean_absolute_error: 378.3520
Epoch 729/5000
148/148 [==============================] - 0s 27us/step - loss: 95722.2266 - mean_absolute_error: 265.9074 - val_loss: 159928.0167 - val_mean_absolute_error: 378.3510
Epoch 730/5000
148/148 [==============================] - 0s 47us/step - loss: 95721.6797 - mean_absolute_error: 265.9064 - val_loss: 159927.2487 - val_mean_absolute_error: 378.3500
Epoch 731/5000
148/148 [==============================] - 0s 34us/step - loss: 95721.1562 - mean_absolute_error: 265.9054 - val_loss: 159926.4967 - val_mean_absolute_error: 378.3490
Epoch 732/5000
148/148 [==============================] - 0s 34us/step - loss: 95720.6172 - mean_absolute_error: 265.9044 - val_loss: 159925.7600 - val_mean_absolute_error: 378.3481
Epoch 733/5000
148/148 [==============================] - 0s 34us/step - loss: 95720.0938 - mean_absolute_error: 265.9034 - val_loss: 159925.0079 - val_mean_absolute_error: 378.3471
Epoch 734/5000
148/148 [==============================] - 0s 34us/step - loss: 95719.5703 - mean_absolute_error: 265.9024 - val_loss: 159924.2246 - val_mean_absolute_error: 378.3461
Epoch 735/5000
148/148 [==============================] - 0s 41us/step - loss: 95719.0234 - mean_absolute_error: 265.9014 - val_loss: 159923.4883 - val_mean_absolute_error: 378.3451
Epoch 736/5000
148/148 [==============================] - 0s 34us/step - loss: 95718.5078 - mean_absolute_error: 265.9003 - val_loss: 159922.7204 - val_mean_absolute_error: 378.3442
Epoch 737/5000
148/148 [==============================] - 0s 41us/step - loss: 95717.9766 - mean_absolute_error: 265.8994 - val_loss: 159921.9683 - val_mean_absolute_error: 378.3432
Epoch 738/5000
148/148 [==============================] - 0s 34us/step - loss: 95717.4375 - mean_absolute_error: 265.8984 - val_loss: 159921.2158 - val_mean_absolute_error: 378.3422
Epoch 739/5000
148/148 [==============================] - 0s 34us/step - loss: 95716.8984 - mean_absolute_error: 265.8974 - val_loss: 159920.4485 - val_mean_absolute_error: 378.3413
Epoch 740/5000
148/148 [==============================] - 0s 27us/step - loss: 95716.3750 - mean_absolute_error: 265.8964 - val_loss: 159919.6963 - val_mean_absolute_error: 378.3403
Epoch 741/5000
148/148 [==============================] - 0s 27us/step - loss: 95715.8438 - mean_absolute_error: 265.8954 - val_loss: 159918.9440 - val_mean_absolute_error: 378.3393
Epoch 742/5000
148/148 [==============================] - 0s 34us/step - loss: 95715.3125 - mean_absolute_error: 265.8944 - val_loss: 159918.1762 - val_mean_absolute_error: 378.3384
Epoch 743/5000
148/148 [==============================] - 0s 34us/step - loss: 95714.7812 - mean_absolute_error: 265.8934 - val_loss: 159917.4244 - val_mean_absolute_error: 378.3374
Epoch 744/5000
148/148 [==============================] - 0s 27us/step - loss: 95714.2578 - mean_absolute_error: 265.8924 - val_loss: 159916.6721 - val_mean_absolute_error: 378.3364
Epoch 745/5000
148/148 [==============================] - 0s 34us/step - loss: 95713.7266 - mean_absolute_error: 265.8914 - val_loss: 159915.9044 - val_mean_absolute_error: 378.3355
Epoch 746/5000
148/148 [==============================] - 0s 27us/step - loss: 95713.1875 - mean_absolute_error: 265.8904 - val_loss: 159915.1675 - val_mean_absolute_error: 378.3344
Epoch 747/5000
148/148 [==============================] - 0s 34us/step - loss: 95712.6484 - mean_absolute_error: 265.8893 - val_loss: 159914.4002 - val_mean_absolute_error: 378.3335
Epoch 748/5000
148/148 [==============================] - 0s 34us/step - loss: 95712.1328 - mean_absolute_error: 265.8884 - val_loss: 159913.6479 - val_mean_absolute_error: 378.3325
Epoch 749/5000
148/148 [==============================] - 0s 34us/step - loss: 95711.6016 - mean_absolute_error: 265.8874 - val_loss: 159912.8956 - val_mean_absolute_error: 378.3316
Epoch 750/5000
148/148 [==============================] - 0s 27us/step - loss: 95711.0625 - mean_absolute_error: 265.8864 - val_loss: 159912.1437 - val_mean_absolute_error: 378.3306
Epoch 751/5000
148/148 [==============================] - 0s 27us/step - loss: 95710.5391 - mean_absolute_error: 265.8854 - val_loss: 159911.3915 - val_mean_absolute_error: 378.3295
Epoch 752/5000
148/148 [==============================] - 0s 34us/step - loss: 95710.0000 - mean_absolute_error: 265.8844 - val_loss: 159910.6392 - val_mean_absolute_error: 378.3286
Epoch 753/5000
148/148 [==============================] - 0s 34us/step - loss: 95709.4766 - mean_absolute_error: 265.8834 - val_loss: 159909.8715 - val_mean_absolute_error: 378.3276
Epoch 754/5000
148/148 [==============================] - 0s 41us/step - loss: 95708.9375 - mean_absolute_error: 265.8824 - val_loss: 159909.1196 - val_mean_absolute_error: 378.3267
Epoch 755/5000
148/148 [==============================] - 0s 27us/step - loss: 95708.4219 - mean_absolute_error: 265.8814 - val_loss: 159908.3519 - val_mean_absolute_error: 378.3257
Epoch 756/5000
148/148 [==============================] - 0s 34us/step - loss: 95707.8750 - mean_absolute_error: 265.8804 - val_loss: 159907.5842 - val_mean_absolute_error: 378.3247
Epoch 757/5000
148/148 [==============================] - 0s 27us/step - loss: 95707.3438 - mean_absolute_error: 265.8794 - val_loss: 159906.8475 - val_mean_absolute_error: 378.3237
Epoch 758/5000
148/148 [==============================] - 0s 34us/step - loss: 95706.8047 - mean_absolute_error: 265.8784 - val_loss: 159906.0954 - val_mean_absolute_error: 378.3228
Epoch 759/5000
148/148 [==============================] - 0s 34us/step - loss: 95706.2891 - mean_absolute_error: 265.8774 - val_loss: 159905.3279 - val_mean_absolute_error: 378.3218
Epoch 760/5000
148/148 [==============================] - 0s 27us/step - loss: 95705.7500 - mean_absolute_error: 265.8764 - val_loss: 159904.5754 - val_mean_absolute_error: 378.3209
Epoch 761/5000
148/148 [==============================] - 0s 34us/step - loss: 95705.2188 - mean_absolute_error: 265.8754 - val_loss: 159903.8233 - val_mean_absolute_error: 378.3199
Epoch 762/5000
148/148 [==============================] - 0s 27us/step - loss: 95704.6797 - mean_absolute_error: 265.8744 - val_loss: 159903.0713 - val_mean_absolute_error: 378.3189
Epoch 763/5000
148/148 [==============================] - 0s 27us/step - loss: 95704.1641 - mean_absolute_error: 265.8734 - val_loss: 159902.3192 - val_mean_absolute_error: 378.3179
Epoch 764/5000
148/148 [==============================] - 0s 34us/step - loss: 95703.6250 - mean_absolute_error: 265.8724 - val_loss: 159901.5667 - val_mean_absolute_error: 378.3170
Epoch 765/5000
148/148 [==============================] - 0s 27us/step - loss: 95703.0859 - mean_absolute_error: 265.8714 - val_loss: 159900.8150 - val_mean_absolute_error: 378.3160
Epoch 766/5000
148/148 [==============================] - 0s 27us/step - loss: 95702.5781 - mean_absolute_error: 265.8705 - val_loss: 159900.0471 - val_mean_absolute_error: 378.3150
Epoch 767/5000
148/148 [==============================] - 0s 27us/step - loss: 95702.0234 - mean_absolute_error: 265.8694 - val_loss: 159899.2796 - val_mean_absolute_error: 378.3141
Epoch 768/5000
148/148 [==============================] - 0s 34us/step - loss: 95701.5000 - mean_absolute_error: 265.8685 - val_loss: 159898.5579 - val_mean_absolute_error: 378.3131
Epoch 769/5000
148/148 [==============================] - 0s 27us/step - loss: 95700.9688 - mean_absolute_error: 265.8674 - val_loss: 159897.7752 - val_mean_absolute_error: 378.3121
Epoch 770/5000
148/148 [==============================] - 0s 41us/step - loss: 95700.4453 - mean_absolute_error: 265.8664 - val_loss: 159897.0383 - val_mean_absolute_error: 378.3111
Epoch 771/5000
148/148 [==============================] - 0s 27us/step - loss: 95699.9141 - mean_absolute_error: 265.8654 - val_loss: 159896.2552 - val_mean_absolute_error: 378.3102
Epoch 772/5000
148/148 [==============================] - 0s 34us/step - loss: 95699.3750 - mean_absolute_error: 265.8644 - val_loss: 159895.5029 - val_mean_absolute_error: 378.3092
Epoch 773/5000
148/148 [==============================] - 0s 34us/step - loss: 95698.8359 - mean_absolute_error: 265.8634 - val_loss: 159894.7665 - val_mean_absolute_error: 378.3083
Epoch 774/5000
148/148 [==============================] - 0s 34us/step - loss: 95698.3281 - mean_absolute_error: 265.8624 - val_loss: 159893.9987 - val_mean_absolute_error: 378.3072
Epoch 775/5000
148/148 [==============================] - 0s 34us/step - loss: 95697.7812 - mean_absolute_error: 265.8614 - val_loss: 159893.2465 - val_mean_absolute_error: 378.3062
Epoch 776/5000
148/148 [==============================] - 0s 27us/step - loss: 95697.2500 - mean_absolute_error: 265.8604 - val_loss: 159892.4788 - val_mean_absolute_error: 378.3053
Epoch 777/5000
148/148 [==============================] - 0s 27us/step - loss: 95696.7188 - mean_absolute_error: 265.8594 - val_loss: 159891.7423 - val_mean_absolute_error: 378.3043
Epoch 778/5000
148/148 [==============================] - 0s 34us/step - loss: 95696.1953 - mean_absolute_error: 265.8585 - val_loss: 159890.9746 - val_mean_absolute_error: 378.3033
Epoch 779/5000
148/148 [==============================] - 0s 27us/step - loss: 95695.6562 - mean_absolute_error: 265.8574 - val_loss: 159890.2377 - val_mean_absolute_error: 378.3023
Epoch 780/5000
148/148 [==============================] - 0s 34us/step - loss: 95695.1250 - mean_absolute_error: 265.8564 - val_loss: 159889.4704 - val_mean_absolute_error: 378.3014
Epoch 781/5000
148/148 [==============================] - 0s 34us/step - loss: 95694.6016 - mean_absolute_error: 265.8554 - val_loss: 159888.7181 - val_mean_absolute_error: 378.3004
Epoch 782/5000
148/148 [==============================] - 0s 27us/step - loss: 95694.0703 - mean_absolute_error: 265.8544 - val_loss: 159887.9658 - val_mean_absolute_error: 378.2995
Epoch 783/5000
148/148 [==============================] - 0s 27us/step - loss: 95693.5391 - mean_absolute_error: 265.8534 - val_loss: 159887.1983 - val_mean_absolute_error: 378.2985
Epoch 784/5000
148/148 [==============================] - 0s 41us/step - loss: 95692.9922 - mean_absolute_error: 265.8524 - val_loss: 159886.4463 - val_mean_absolute_error: 378.2975
Epoch 785/5000
148/148 [==============================] - 0s 27us/step - loss: 95692.4766 - mean_absolute_error: 265.8515 - val_loss: 159885.6942 - val_mean_absolute_error: 378.2965
Epoch 786/5000
148/148 [==============================] - 0s 34us/step - loss: 95691.9375 - mean_absolute_error: 265.8504 - val_loss: 159884.9262 - val_mean_absolute_error: 378.2956
Epoch 787/5000
148/148 [==============================] - 0s 27us/step - loss: 95691.4062 - mean_absolute_error: 265.8495 - val_loss: 159884.1588 - val_mean_absolute_error: 378.2946
Epoch 788/5000
148/148 [==============================] - 0s 34us/step - loss: 95690.8750 - mean_absolute_error: 265.8484 - val_loss: 159883.4221 - val_mean_absolute_error: 378.2936
Epoch 789/5000
148/148 [==============================] - 0s 34us/step - loss: 95690.3516 - mean_absolute_error: 265.8475 - val_loss: 159882.6700 - val_mean_absolute_error: 378.2927
Epoch 790/5000
148/148 [==============================] - 0s 27us/step - loss: 95689.8203 - mean_absolute_error: 265.8465 - val_loss: 159881.9175 - val_mean_absolute_error: 378.2917
Epoch 791/5000
148/148 [==============================] - 0s 34us/step - loss: 95689.2812 - mean_absolute_error: 265.8454 - val_loss: 159881.1504 - val_mean_absolute_error: 378.2907
Epoch 792/5000
148/148 [==============================] - 0s 27us/step - loss: 95688.7578 - mean_absolute_error: 265.8444 - val_loss: 159880.3979 - val_mean_absolute_error: 378.2898
Epoch 793/5000
148/148 [==============================] - 0s 27us/step - loss: 95688.2266 - mean_absolute_error: 265.8434 - val_loss: 159879.6458 - val_mean_absolute_error: 378.2888
Epoch 794/5000
148/148 [==============================] - 0s 34us/step - loss: 95687.6875 - mean_absolute_error: 265.8424 - val_loss: 159878.8933 - val_mean_absolute_error: 378.2877
Epoch 795/5000
148/148 [==============================] - 0s 34us/step - loss: 95687.1562 - mean_absolute_error: 265.8415 - val_loss: 159878.1263 - val_mean_absolute_error: 378.2868
Epoch 796/5000
148/148 [==============================] - 0s 34us/step - loss: 95686.6250 - mean_absolute_error: 265.8404 - val_loss: 159877.3892 - val_mean_absolute_error: 378.2858
Epoch 797/5000
148/148 [==============================] - 0s 34us/step - loss: 95686.0938 - mean_absolute_error: 265.8394 - val_loss: 159876.6217 - val_mean_absolute_error: 378.2848
Epoch 798/5000
148/148 [==============================] - 0s 27us/step - loss: 95685.5625 - mean_absolute_error: 265.8385 - val_loss: 159875.8692 - val_mean_absolute_error: 378.2839
Epoch 799/5000
148/148 [==============================] - 0s 27us/step - loss: 95685.0312 - mean_absolute_error: 265.8374 - val_loss: 159875.1175 - val_mean_absolute_error: 378.2829
Epoch 800/5000
148/148 [==============================] - 0s 27us/step - loss: 95684.5156 - mean_absolute_error: 265.8365 - val_loss: 159874.3650 - val_mean_absolute_error: 378.2819
Epoch 801/5000
148/148 [==============================] - 0s 34us/step - loss: 95683.9766 - mean_absolute_error: 265.8354 - val_loss: 159873.6129 - val_mean_absolute_error: 378.2809
Epoch 802/5000
148/148 [==============================] - 0s 27us/step - loss: 95683.4453 - mean_absolute_error: 265.8344 - val_loss: 159872.8296 - val_mean_absolute_error: 378.2800
Epoch 803/5000
148/148 [==============================] - 0s 27us/step - loss: 95682.9062 - mean_absolute_error: 265.8334 - val_loss: 159872.0777 - val_mean_absolute_error: 378.2790
Epoch 804/5000
148/148 [==============================] - 0s 41us/step - loss: 95682.3828 - mean_absolute_error: 265.8324 - val_loss: 159871.3408 - val_mean_absolute_error: 378.2781
Epoch 805/5000
148/148 [==============================] - 0s 27us/step - loss: 95681.8516 - mean_absolute_error: 265.8314 - val_loss: 159870.5731 - val_mean_absolute_error: 378.2771
Epoch 806/5000
148/148 [==============================] - 0s 20us/step - loss: 95681.3047 - mean_absolute_error: 265.8304 - val_loss: 159869.8367 - val_mean_absolute_error: 378.2761
Epoch 807/5000
148/148 [==============================] - 0s 27us/step - loss: 95680.7969 - mean_absolute_error: 265.8295 - val_loss: 159869.0690 - val_mean_absolute_error: 378.2752
Epoch 808/5000
148/148 [==============================] - 0s 27us/step - loss: 95680.2578 - mean_absolute_error: 265.8285 - val_loss: 159868.3012 - val_mean_absolute_error: 378.2742
Epoch 809/5000
148/148 [==============================] - 0s 34us/step - loss: 95679.7266 - mean_absolute_error: 265.8275 - val_loss: 159867.5492 - val_mean_absolute_error: 378.2732
Epoch 810/5000
148/148 [==============================] - 0s 34us/step - loss: 95679.1875 - mean_absolute_error: 265.8265 - val_loss: 159866.7971 - val_mean_absolute_error: 378.2723
Epoch 811/5000
148/148 [==============================] - 0s 27us/step - loss: 95678.6719 - mean_absolute_error: 265.8255 - val_loss: 159866.0450 - val_mean_absolute_error: 378.2713
Epoch 812/5000
148/148 [==============================] - 0s 34us/step - loss: 95678.1406 - mean_absolute_error: 265.8245 - val_loss: 159865.2925 - val_mean_absolute_error: 378.2703
Epoch 813/5000
148/148 [==============================] - 0s 27us/step - loss: 95677.6016 - mean_absolute_error: 265.8235 - val_loss: 159864.5096 - val_mean_absolute_error: 378.2693
Epoch 814/5000
148/148 [==============================] - 0s 34us/step - loss: 95677.0703 - mean_absolute_error: 265.8225 - val_loss: 159863.7729 - val_mean_absolute_error: 378.2684
Epoch 815/5000
148/148 [==============================] - 0s 34us/step - loss: 95676.5469 - mean_absolute_error: 265.8215 - val_loss: 159863.0363 - val_mean_absolute_error: 378.2674
Epoch 816/5000
148/148 [==============================] - 0s 34us/step - loss: 95676.0156 - mean_absolute_error: 265.8205 - val_loss: 159862.2529 - val_mean_absolute_error: 378.2664
Epoch 817/5000
148/148 [==============================] - 0s 27us/step - loss: 95675.4766 - mean_absolute_error: 265.8195 - val_loss: 159861.5167 - val_mean_absolute_error: 378.2655
Epoch 818/5000
148/148 [==============================] - 0s 27us/step - loss: 95674.9609 - mean_absolute_error: 265.8185 - val_loss: 159860.7487 - val_mean_absolute_error: 378.2644
Epoch 819/5000
148/148 [==============================] - 0s 41us/step - loss: 95674.4219 - mean_absolute_error: 265.8175 - val_loss: 159859.9967 - val_mean_absolute_error: 378.2634
Epoch 820/5000
148/148 [==============================] - 0s 34us/step - loss: 95673.8828 - mean_absolute_error: 265.8165 - val_loss: 159859.2290 - val_mean_absolute_error: 378.2625
Epoch 821/5000
148/148 [==============================] - 0s 27us/step - loss: 95673.3516 - mean_absolute_error: 265.8155 - val_loss: 159858.5079 - val_mean_absolute_error: 378.2616
Epoch 822/5000
148/148 [==============================] - 0s 41us/step - loss: 95672.8281 - mean_absolute_error: 265.8145 - val_loss: 159857.7246 - val_mean_absolute_error: 378.2605
Epoch 823/5000
148/148 [==============================] - 0s 27us/step - loss: 95672.2969 - mean_absolute_error: 265.8134 - val_loss: 159856.9725 - val_mean_absolute_error: 378.2596
Epoch 824/5000
148/148 [==============================] - 0s 27us/step - loss: 95671.7656 - mean_absolute_error: 265.8124 - val_loss: 159856.2200 - val_mean_absolute_error: 378.2586
Epoch 825/5000
148/148 [==============================] - 0s 27us/step - loss: 95671.2266 - mean_absolute_error: 265.8115 - val_loss: 159855.4529 - val_mean_absolute_error: 378.2576
Epoch 826/5000
148/148 [==============================] - 0s 27us/step - loss: 95670.7031 - mean_absolute_error: 265.8105 - val_loss: 159854.7158 - val_mean_absolute_error: 378.2567
Epoch 827/5000
148/148 [==============================] - 0s 41us/step - loss: 95670.1719 - mean_absolute_error: 265.8095 - val_loss: 159853.9483 - val_mean_absolute_error: 378.2557
Epoch 828/5000
148/148 [==============================] - 0s 27us/step - loss: 95669.6250 - mean_absolute_error: 265.8085 - val_loss: 159853.2117 - val_mean_absolute_error: 378.2547
Epoch 829/5000
148/148 [==============================] - 0s 27us/step - loss: 95669.1094 - mean_absolute_error: 265.8075 - val_loss: 159852.4442 - val_mean_absolute_error: 378.2538
Epoch 830/5000
148/148 [==============================] - 0s 34us/step - loss: 95668.5781 - mean_absolute_error: 265.8065 - val_loss: 159851.6917 - val_mean_absolute_error: 378.2528
Epoch 831/5000
148/148 [==============================] - 0s 41us/step - loss: 95668.0391 - mean_absolute_error: 265.8055 - val_loss: 159850.9242 - val_mean_absolute_error: 378.2518
Epoch 832/5000
148/148 [==============================] - 0s 27us/step - loss: 95667.5078 - mean_absolute_error: 265.8045 - val_loss: 159850.1875 - val_mean_absolute_error: 378.2509
Epoch 833/5000
148/148 [==============================] - 0s 34us/step - loss: 95666.9844 - mean_absolute_error: 265.8035 - val_loss: 159849.4200 - val_mean_absolute_error: 378.2499
Epoch 834/5000
148/148 [==============================] - 0s 27us/step - loss: 95666.4453 - mean_absolute_error: 265.8025 - val_loss: 159848.6675 - val_mean_absolute_error: 378.2489
Epoch 835/5000
148/148 [==============================] - 0s 27us/step - loss: 95665.9219 - mean_absolute_error: 265.8015 - val_loss: 159847.9154 - val_mean_absolute_error: 378.2480
Epoch 836/5000
148/148 [==============================] - 0s 41us/step - loss: 95665.3750 - mean_absolute_error: 265.8005 - val_loss: 159847.1633 - val_mean_absolute_error: 378.2470
Epoch 837/5000
148/148 [==============================] - 0s 34us/step - loss: 95664.8672 - mean_absolute_error: 265.7995 - val_loss: 159846.3958 - val_mean_absolute_error: 378.2460
Epoch 838/5000
148/148 [==============================] - 0s 34us/step - loss: 95664.3281 - mean_absolute_error: 265.7985 - val_loss: 159845.6279 - val_mean_absolute_error: 378.2450
Epoch 839/5000
148/148 [==============================] - 0s 27us/step - loss: 95663.7891 - mean_absolute_error: 265.7975 - val_loss: 159844.8917 - val_mean_absolute_error: 378.2440
Epoch 840/5000
148/148 [==============================] - 0s 41us/step - loss: 95663.2734 - mean_absolute_error: 265.7965 - val_loss: 159844.1392 - val_mean_absolute_error: 378.2430
Epoch 841/5000
148/148 [==============================] - 0s 34us/step - loss: 95662.7422 - mean_absolute_error: 265.7955 - val_loss: 159843.3717 - val_mean_absolute_error: 378.2421
Epoch 842/5000
148/148 [==============================] - 0s 34us/step - loss: 95662.1953 - mean_absolute_error: 265.7945 - val_loss: 159842.6040 - val_mean_absolute_error: 378.2411
Epoch 843/5000
148/148 [==============================] - 0s 41us/step - loss: 95661.6719 - mean_absolute_error: 265.7935 - val_loss: 159841.8829 - val_mean_absolute_error: 378.2402
Epoch 844/5000
148/148 [==============================] - 0s 41us/step - loss: 95661.1562 - mean_absolute_error: 265.7925 - val_loss: 159841.0998 - val_mean_absolute_error: 378.2391
Epoch 845/5000
148/148 [==============================] - 0s 27us/step - loss: 95660.6172 - mean_absolute_error: 265.7914 - val_loss: 159840.3629 - val_mean_absolute_error: 378.2382
Epoch 846/5000
148/148 [==============================] - 0s 27us/step - loss: 95660.0781 - mean_absolute_error: 265.7905 - val_loss: 159839.5952 - val_mean_absolute_error: 378.2372
Epoch 847/5000
148/148 [==============================] - 0s 41us/step - loss: 95659.5391 - mean_absolute_error: 265.7895 - val_loss: 159838.8433 - val_mean_absolute_error: 378.2362
Epoch 848/5000
148/148 [==============================] - 0s 34us/step - loss: 95659.0234 - mean_absolute_error: 265.7885 - val_loss: 159838.0910 - val_mean_absolute_error: 378.2353
Epoch 849/5000
148/148 [==============================] - 0s 41us/step - loss: 95658.4844 - mean_absolute_error: 265.7875 - val_loss: 159837.3233 - val_mean_absolute_error: 378.2343
Epoch 850/5000
148/148 [==============================] - 0s 27us/step - loss: 95657.9531 - mean_absolute_error: 265.7865 - val_loss: 159836.5869 - val_mean_absolute_error: 378.2333
Epoch 851/5000
148/148 [==============================] - 0s 27us/step - loss: 95657.4375 - mean_absolute_error: 265.7855 - val_loss: 159835.8346 - val_mean_absolute_error: 378.2324
Epoch 852/5000
148/148 [==============================] - 0s 27us/step - loss: 95656.9062 - mean_absolute_error: 265.7845 - val_loss: 159835.0669 - val_mean_absolute_error: 378.2314
Epoch 853/5000
148/148 [==============================] - 0s 27us/step - loss: 95656.3672 - mean_absolute_error: 265.7835 - val_loss: 159834.2992 - val_mean_absolute_error: 378.2305
Epoch 854/5000
148/148 [==============================] - 0s 27us/step - loss: 95655.8281 - mean_absolute_error: 265.7825 - val_loss: 159833.5781 - val_mean_absolute_error: 378.2295
Epoch 855/5000
148/148 [==============================] - 0s 34us/step - loss: 95655.3047 - mean_absolute_error: 265.7816 - val_loss: 159832.7796 - val_mean_absolute_error: 378.2285
Epoch 856/5000
148/148 [==============================] - 0s 34us/step - loss: 95654.7734 - mean_absolute_error: 265.7805 - val_loss: 159832.0427 - val_mean_absolute_error: 378.2275
Epoch 857/5000
148/148 [==============================] - 0s 27us/step - loss: 95654.2344 - mean_absolute_error: 265.7795 - val_loss: 159831.2750 - val_mean_absolute_error: 378.2266
Epoch 858/5000
148/148 [==============================] - 0s 27us/step - loss: 95653.7031 - mean_absolute_error: 265.7785 - val_loss: 159830.5385 - val_mean_absolute_error: 378.2256
Epoch 859/5000
148/148 [==============================] - 0s 27us/step - loss: 95653.1797 - mean_absolute_error: 265.7776 - val_loss: 159829.7708 - val_mean_absolute_error: 378.2246
Epoch 860/5000
148/148 [==============================] - 0s 34us/step - loss: 95652.6562 - mean_absolute_error: 265.7765 - val_loss: 159829.0185 - val_mean_absolute_error: 378.2237
Epoch 861/5000
148/148 [==============================] - 0s 27us/step - loss: 95652.1172 - mean_absolute_error: 265.7755 - val_loss: 159828.2821 - val_mean_absolute_error: 378.2227
Epoch 862/5000
148/148 [==============================] - 0s 34us/step - loss: 95651.5938 - mean_absolute_error: 265.7745 - val_loss: 159827.5142 - val_mean_absolute_error: 378.2216
Epoch 863/5000
148/148 [==============================] - 0s 27us/step - loss: 95651.0625 - mean_absolute_error: 265.7735 - val_loss: 159826.7621 - val_mean_absolute_error: 378.2207
Epoch 864/5000
148/148 [==============================] - 0s 34us/step - loss: 95650.5234 - mean_absolute_error: 265.7726 - val_loss: 159825.9946 - val_mean_absolute_error: 378.2197
Epoch 865/5000
148/148 [==============================] - 0s 34us/step - loss: 95649.9844 - mean_absolute_error: 265.7715 - val_loss: 159825.2579 - val_mean_absolute_error: 378.2188
Epoch 866/5000
148/148 [==============================] - 0s 27us/step - loss: 95649.4766 - mean_absolute_error: 265.7706 - val_loss: 159824.4902 - val_mean_absolute_error: 378.2178
Epoch 867/5000
148/148 [==============================] - 0s 27us/step - loss: 95648.9375 - mean_absolute_error: 265.7695 - val_loss: 159823.7533 - val_mean_absolute_error: 378.2168
Epoch 868/5000
148/148 [==============================] - 0s 27us/step - loss: 95648.3984 - mean_absolute_error: 265.7685 - val_loss: 159822.9702 - val_mean_absolute_error: 378.2158
Epoch 869/5000
148/148 [==============================] - 0s 34us/step - loss: 95647.8672 - mean_absolute_error: 265.7675 - val_loss: 159822.2338 - val_mean_absolute_error: 378.2149
Epoch 870/5000
148/148 [==============================] - 0s 34us/step - loss: 95647.3516 - mean_absolute_error: 265.7665 - val_loss: 159821.4815 - val_mean_absolute_error: 378.2139
Epoch 871/5000
148/148 [==============================] - 0s 27us/step - loss: 95646.8047 - mean_absolute_error: 265.7655 - val_loss: 159820.7137 - val_mean_absolute_error: 378.2129
Epoch 872/5000
148/148 [==============================] - 0s 27us/step - loss: 95646.2734 - mean_absolute_error: 265.7645 - val_loss: 159819.9619 - val_mean_absolute_error: 378.2120
Epoch 873/5000
148/148 [==============================] - 0s 27us/step - loss: 95645.7500 - mean_absolute_error: 265.7636 - val_loss: 159819.2096 - val_mean_absolute_error: 378.2110
Epoch 874/5000
148/148 [==============================] - 0s 27us/step - loss: 95645.2188 - mean_absolute_error: 265.7625 - val_loss: 159818.4419 - val_mean_absolute_error: 378.2101
Epoch 875/5000
148/148 [==============================] - 0s 27us/step - loss: 95644.6797 - mean_absolute_error: 265.7616 - val_loss: 159817.6742 - val_mean_absolute_error: 378.2091
Epoch 876/5000
148/148 [==============================] - 0s 41us/step - loss: 95644.1484 - mean_absolute_error: 265.7606 - val_loss: 159816.9377 - val_mean_absolute_error: 378.2081
Epoch 877/5000
148/148 [==============================] - 0s 34us/step - loss: 95643.6250 - mean_absolute_error: 265.7596 - val_loss: 159816.1854 - val_mean_absolute_error: 378.2071
Epoch 878/5000
148/148 [==============================] - 0s 27us/step - loss: 95643.0938 - mean_absolute_error: 265.7586 - val_loss: 159815.4331 - val_mean_absolute_error: 378.2061
Epoch 879/5000
148/148 [==============================] - 0s 34us/step - loss: 95642.5547 - mean_absolute_error: 265.7575 - val_loss: 159814.6654 - val_mean_absolute_error: 378.2052
Epoch 880/5000
148/148 [==============================] - 0s 27us/step - loss: 95642.0234 - mean_absolute_error: 265.7565 - val_loss: 159813.9135 - val_mean_absolute_error: 378.2042
Epoch 881/5000
148/148 [==============================] - 0s 34us/step - loss: 95641.5078 - mean_absolute_error: 265.7555 - val_loss: 159813.1613 - val_mean_absolute_error: 378.2032
Epoch 882/5000
148/148 [==============================] - 0s 27us/step - loss: 95640.9766 - mean_absolute_error: 265.7545 - val_loss: 159812.4090 - val_mean_absolute_error: 378.2022
Epoch 883/5000
148/148 [==============================] - 0s 34us/step - loss: 95640.4297 - mean_absolute_error: 265.7535 - val_loss: 159811.6417 - val_mean_absolute_error: 378.2013
Epoch 884/5000
148/148 [==============================] - 0s 34us/step - loss: 95639.9219 - mean_absolute_error: 265.7525 - val_loss: 159810.9048 - val_mean_absolute_error: 378.2003
Epoch 885/5000
148/148 [==============================] - 0s 41us/step - loss: 95639.3750 - mean_absolute_error: 265.7515 - val_loss: 159810.1371 - val_mean_absolute_error: 378.1993
Epoch 886/5000
148/148 [==============================] - 0s 34us/step - loss: 95638.8359 - mean_absolute_error: 265.7505 - val_loss: 159809.3850 - val_mean_absolute_error: 378.1983
Epoch 887/5000
148/148 [==============================] - 0s 34us/step - loss: 95638.3125 - mean_absolute_error: 265.7495 - val_loss: 159808.6329 - val_mean_absolute_error: 378.1974
Epoch 888/5000
148/148 [==============================] - 0s 34us/step - loss: 95637.7812 - mean_absolute_error: 265.7486 - val_loss: 159807.8808 - val_mean_absolute_error: 378.1964
Epoch 889/5000
148/148 [==============================] - 0s 20us/step - loss: 95637.2500 - mean_absolute_error: 265.7475 - val_loss: 159807.1283 - val_mean_absolute_error: 378.1954
Epoch 890/5000
148/148 [==============================] - 0s 34us/step - loss: 95636.7188 - mean_absolute_error: 265.7465 - val_loss: 159806.3612 - val_mean_absolute_error: 378.1945
Epoch 891/5000
148/148 [==============================] - 0s 34us/step - loss: 95636.1953 - mean_absolute_error: 265.7455 - val_loss: 159805.5933 - val_mean_absolute_error: 378.1935
Epoch 892/5000
148/148 [==============================] - 0s 27us/step - loss: 95635.6641 - mean_absolute_error: 265.7445 - val_loss: 159804.8567 - val_mean_absolute_error: 378.1925
Epoch 893/5000
148/148 [==============================] - 0s 27us/step - loss: 95635.1250 - mean_absolute_error: 265.7436 - val_loss: 159804.0887 - val_mean_absolute_error: 378.1915
Epoch 894/5000
148/148 [==============================] - 0s 34us/step - loss: 95634.5938 - mean_absolute_error: 265.7426 - val_loss: 159803.3371 - val_mean_absolute_error: 378.1906
Epoch 895/5000
148/148 [==============================] - 0s 27us/step - loss: 95634.0781 - mean_absolute_error: 265.7416 - val_loss: 159802.5846 - val_mean_absolute_error: 378.1896
Epoch 896/5000
148/148 [==============================] - 0s 27us/step - loss: 95633.5391 - mean_absolute_error: 265.7406 - val_loss: 159801.8171 - val_mean_absolute_error: 378.1887
Epoch 897/5000
148/148 [==============================] - 0s 34us/step - loss: 95633.0078 - mean_absolute_error: 265.7396 - val_loss: 159801.0646 - val_mean_absolute_error: 378.1877
Epoch 898/5000
148/148 [==============================] - 0s 27us/step - loss: 95632.4766 - mean_absolute_error: 265.7386 - val_loss: 159800.3129 - val_mean_absolute_error: 378.1867
Epoch 899/5000
148/148 [==============================] - 0s 34us/step - loss: 95631.9531 - mean_absolute_error: 265.7376 - val_loss: 159799.5758 - val_mean_absolute_error: 378.1858
Epoch 900/5000
148/148 [==============================] - 0s 34us/step - loss: 95631.4219 - mean_absolute_error: 265.7366 - val_loss: 159798.8083 - val_mean_absolute_error: 378.1847
Epoch 901/5000
148/148 [==============================] - 0s 27us/step - loss: 95630.8828 - mean_absolute_error: 265.7356 - val_loss: 159798.0562 - val_mean_absolute_error: 378.1838
Epoch 902/5000
148/148 [==============================] - 0s 27us/step - loss: 95630.3672 - mean_absolute_error: 265.7346 - val_loss: 159797.2888 - val_mean_absolute_error: 378.1829
Epoch 903/5000
148/148 [==============================] - 0s 34us/step - loss: 95629.8281 - mean_absolute_error: 265.7336 - val_loss: 159796.5517 - val_mean_absolute_error: 378.1819
Epoch 904/5000
148/148 [==============================] - 0s 34us/step - loss: 95629.2969 - mean_absolute_error: 265.7326 - val_loss: 159795.7842 - val_mean_absolute_error: 378.1809
Epoch 905/5000
148/148 [==============================] - 0s 34us/step - loss: 95628.7578 - mean_absolute_error: 265.7316 - val_loss: 159795.0321 - val_mean_absolute_error: 378.1800
Epoch 906/5000
148/148 [==============================] - 0s 34us/step - loss: 95628.2344 - mean_absolute_error: 265.7306 - val_loss: 159794.2800 - val_mean_absolute_error: 378.1789
Epoch 907/5000
148/148 [==============================] - 0s 27us/step - loss: 95627.7031 - mean_absolute_error: 265.7296 - val_loss: 159793.5275 - val_mean_absolute_error: 378.1779
Epoch 908/5000
148/148 [==============================] - 0s 27us/step - loss: 95627.1641 - mean_absolute_error: 265.7286 - val_loss: 159792.7600 - val_mean_absolute_error: 378.1770
Epoch 909/5000
148/148 [==============================] - 0s 34us/step - loss: 95626.6328 - mean_absolute_error: 265.7276 - val_loss: 159792.0233 - val_mean_absolute_error: 378.1760
Epoch 910/5000
148/148 [==============================] - 0s 27us/step - loss: 95626.1172 - mean_absolute_error: 265.7266 - val_loss: 159791.2558 - val_mean_absolute_error: 378.1750
Epoch 911/5000
148/148 [==============================] - 0s 27us/step - loss: 95625.5781 - mean_absolute_error: 265.7255 - val_loss: 159790.5187 - val_mean_absolute_error: 378.1740
Epoch 912/5000
148/148 [==============================] - 0s 41us/step - loss: 95625.0391 - mean_absolute_error: 265.7245 - val_loss: 159789.7517 - val_mean_absolute_error: 378.1731
Epoch 913/5000
148/148 [==============================] - 0s 27us/step - loss: 95624.5156 - mean_absolute_error: 265.7236 - val_loss: 159788.9992 - val_mean_absolute_error: 378.1721
Epoch 914/5000
148/148 [==============================] - 0s 41us/step - loss: 95623.9844 - mean_absolute_error: 265.7226 - val_loss: 159788.2317 - val_mean_absolute_error: 378.1711
Epoch 915/5000
148/148 [==============================] - 0s 34us/step - loss: 95623.4531 - mean_absolute_error: 265.7216 - val_loss: 159787.4640 - val_mean_absolute_error: 378.1702
Epoch 916/5000
148/148 [==============================] - 0s 27us/step - loss: 95622.9219 - mean_absolute_error: 265.7206 - val_loss: 159786.7275 - val_mean_absolute_error: 378.1692
Epoch 917/5000
148/148 [==============================] - 0s 34us/step - loss: 95622.3984 - mean_absolute_error: 265.7196 - val_loss: 159785.9598 - val_mean_absolute_error: 378.1682
Epoch 918/5000
148/148 [==============================] - 0s 27us/step - loss: 95621.8594 - mean_absolute_error: 265.7186 - val_loss: 159785.2075 - val_mean_absolute_error: 378.1673
Epoch 919/5000
148/148 [==============================] - 0s 34us/step - loss: 95621.3203 - mean_absolute_error: 265.7176 - val_loss: 159784.4398 - val_mean_absolute_error: 378.1663
Epoch 920/5000
148/148 [==============================] - 0s 34us/step - loss: 95620.7891 - mean_absolute_error: 265.7166 - val_loss: 159783.7033 - val_mean_absolute_error: 378.1654
Epoch 921/5000
148/148 [==============================] - 0s 27us/step - loss: 95620.2734 - mean_absolute_error: 265.7156 - val_loss: 159782.9356 - val_mean_absolute_error: 378.1644
Epoch 922/5000
148/148 [==============================] - 0s 20us/step - loss: 95619.7344 - mean_absolute_error: 265.7147 - val_loss: 159782.1988 - val_mean_absolute_error: 378.1633
Epoch 923/5000
148/148 [==============================] - 0s 34us/step - loss: 95619.2031 - mean_absolute_error: 265.7136 - val_loss: 159781.4315 - val_mean_absolute_error: 378.1624
Epoch 924/5000
148/148 [==============================] - 0s 34us/step - loss: 95618.6797 - mean_absolute_error: 265.7126 - val_loss: 159780.6792 - val_mean_absolute_error: 378.1615
Epoch 925/5000
148/148 [==============================] - 0s 27us/step - loss: 95618.1562 - mean_absolute_error: 265.7116 - val_loss: 159779.9269 - val_mean_absolute_error: 378.1605
Epoch 926/5000
148/148 [==============================] - 0s 41us/step - loss: 95617.6094 - mean_absolute_error: 265.7106 - val_loss: 159779.1592 - val_mean_absolute_error: 378.1594
Epoch 927/5000
148/148 [==============================] - 0s 34us/step - loss: 95617.0781 - mean_absolute_error: 265.7096 - val_loss: 159778.4227 - val_mean_absolute_error: 378.1585
Epoch 928/5000
148/148 [==============================] - 0s 34us/step - loss: 95616.5547 - mean_absolute_error: 265.7086 - val_loss: 159777.6396 - val_mean_absolute_error: 378.1575
Epoch 929/5000
148/148 [==============================] - 0s 34us/step - loss: 95616.0234 - mean_absolute_error: 265.7076 - val_loss: 159776.9181 - val_mean_absolute_error: 378.1565
Epoch 930/5000
148/148 [==============================] - 0s 27us/step - loss: 95615.4844 - mean_absolute_error: 265.7066 - val_loss: 159776.1508 - val_mean_absolute_error: 378.1556
Epoch 931/5000
148/148 [==============================] - 0s 27us/step - loss: 95614.9688 - mean_absolute_error: 265.7056 - val_loss: 159775.3985 - val_mean_absolute_error: 378.1546
Epoch 932/5000
148/148 [==============================] - 0s 34us/step - loss: 95614.4375 - mean_absolute_error: 265.7046 - val_loss: 159774.6462 - val_mean_absolute_error: 378.1536
Epoch 933/5000
148/148 [==============================] - 0s 27us/step - loss: 95613.9062 - mean_absolute_error: 265.7036 - val_loss: 159773.8788 - val_mean_absolute_error: 378.1527
Epoch 934/5000
148/148 [==============================] - 0s 27us/step - loss: 95613.3672 - mean_absolute_error: 265.7026 - val_loss: 159773.1267 - val_mean_absolute_error: 378.1517
Epoch 935/5000
148/148 [==============================] - 0s 34us/step - loss: 95612.8516 - mean_absolute_error: 265.7016 - val_loss: 159772.3746 - val_mean_absolute_error: 378.1507
Epoch 936/5000
148/148 [==============================] - 0s 27us/step - loss: 95612.3125 - mean_absolute_error: 265.7006 - val_loss: 159771.6067 - val_mean_absolute_error: 378.1498
Epoch 937/5000
148/148 [==============================] - 0s 27us/step - loss: 95611.7734 - mean_absolute_error: 265.6996 - val_loss: 159770.8546 - val_mean_absolute_error: 378.1488
Epoch 938/5000
148/148 [==============================] - 0s 27us/step - loss: 95611.2344 - mean_absolute_error: 265.6986 - val_loss: 159770.1025 - val_mean_absolute_error: 378.1478
Epoch 939/5000
148/148 [==============================] - 0s 27us/step - loss: 95610.7188 - mean_absolute_error: 265.6976 - val_loss: 159769.3504 - val_mean_absolute_error: 378.1468
Epoch 940/5000
148/148 [==============================] - 0s 34us/step - loss: 95610.1875 - mean_absolute_error: 265.6966 - val_loss: 159768.5979 - val_mean_absolute_error: 378.1459
Epoch 941/5000
148/148 [==============================] - 0s 34us/step - loss: 95609.6484 - mean_absolute_error: 265.6956 - val_loss: 159767.8463 - val_mean_absolute_error: 378.1449
Epoch 942/5000
148/148 [==============================] - 0s 27us/step - loss: 95609.1328 - mean_absolute_error: 265.6946 - val_loss: 159767.0938 - val_mean_absolute_error: 378.1440
Epoch 943/5000
148/148 [==============================] - 0s 27us/step - loss: 95608.6016 - mean_absolute_error: 265.6937 - val_loss: 159766.3263 - val_mean_absolute_error: 378.1430
Epoch 944/5000
148/148 [==============================] - 0s 34us/step - loss: 95608.0547 - mean_absolute_error: 265.6927 - val_loss: 159765.5738 - val_mean_absolute_error: 378.1420
Epoch 945/5000
148/148 [==============================] - 0s 27us/step - loss: 95607.5234 - mean_absolute_error: 265.6916 - val_loss: 159764.8221 - val_mean_absolute_error: 378.1410
Epoch 946/5000
148/148 [==============================] - 0s 34us/step - loss: 95607.0000 - mean_absolute_error: 265.6906 - val_loss: 159764.0696 - val_mean_absolute_error: 378.1401
Epoch 947/5000
148/148 [==============================] - 0s 34us/step - loss: 95606.4766 - mean_absolute_error: 265.6897 - val_loss: 159763.3175 - val_mean_absolute_error: 378.1391
Epoch 948/5000
148/148 [==============================] - 0s 27us/step - loss: 95605.9375 - mean_absolute_error: 265.6887 - val_loss: 159762.5496 - val_mean_absolute_error: 378.1381
Epoch 949/5000
148/148 [==============================] - 0s 34us/step - loss: 95605.3984 - mean_absolute_error: 265.6877 - val_loss: 159761.7979 - val_mean_absolute_error: 378.1372
Epoch 950/5000
148/148 [==============================] - 0s 41us/step - loss: 95604.8828 - mean_absolute_error: 265.6866 - val_loss: 159761.0608 - val_mean_absolute_error: 378.1361
Epoch 951/5000
148/148 [==============================] - 0s 27us/step - loss: 95604.3516 - mean_absolute_error: 265.6856 - val_loss: 159760.2779 - val_mean_absolute_error: 378.1352
Epoch 952/5000
148/148 [==============================] - 0s 27us/step - loss: 95603.8203 - mean_absolute_error: 265.6847 - val_loss: 159759.5413 - val_mean_absolute_error: 378.1342
Epoch 953/5000
148/148 [==============================] - 0s 34us/step - loss: 95603.2969 - mean_absolute_error: 265.6837 - val_loss: 159758.7583 - val_mean_absolute_error: 378.1332
Epoch 954/5000
148/148 [==============================] - 0s 34us/step - loss: 95602.7578 - mean_absolute_error: 265.6827 - val_loss: 159758.0212 - val_mean_absolute_error: 378.1322
Epoch 955/5000
148/148 [==============================] - 0s 34us/step - loss: 95602.2188 - mean_absolute_error: 265.6816 - val_loss: 159757.2692 - val_mean_absolute_error: 378.1313
Epoch 956/5000
148/148 [==============================] - 0s 34us/step - loss: 95601.6953 - mean_absolute_error: 265.6806 - val_loss: 159756.5171 - val_mean_absolute_error: 378.1303
Epoch 957/5000
148/148 [==============================] - 0s 27us/step - loss: 95601.1641 - mean_absolute_error: 265.6796 - val_loss: 159755.7496 - val_mean_absolute_error: 378.1293
Epoch 958/5000
148/148 [==============================] - 0s 34us/step - loss: 95600.6406 - mean_absolute_error: 265.6786 - val_loss: 159754.9973 - val_mean_absolute_error: 378.1284
Epoch 959/5000
148/148 [==============================] - 0s 27us/step - loss: 95600.1016 - mean_absolute_error: 265.6776 - val_loss: 159754.2454 - val_mean_absolute_error: 378.1274
Epoch 960/5000
148/148 [==============================] - 0s 34us/step - loss: 95599.5781 - mean_absolute_error: 265.6767 - val_loss: 159753.4777 - val_mean_absolute_error: 378.1264
Epoch 961/5000
148/148 [==============================] - 0s 41us/step - loss: 95599.0547 - mean_absolute_error: 265.6757 - val_loss: 159752.7408 - val_mean_absolute_error: 378.1255
Epoch 962/5000
148/148 [==============================] - 0s 27us/step - loss: 95598.5156 - mean_absolute_error: 265.6747 - val_loss: 159751.9731 - val_mean_absolute_error: 378.1245
Epoch 963/5000
148/148 [==============================] - 0s 27us/step - loss: 95597.9766 - mean_absolute_error: 265.6737 - val_loss: 159751.2213 - val_mean_absolute_error: 378.1235
Epoch 964/5000
148/148 [==============================] - 0s 27us/step - loss: 95597.4609 - mean_absolute_error: 265.6727 - val_loss: 159750.4690 - val_mean_absolute_error: 378.1226
Epoch 965/5000
148/148 [==============================] - 0s 34us/step - loss: 95596.9219 - mean_absolute_error: 265.6717 - val_loss: 159749.7167 - val_mean_absolute_error: 378.1216
Epoch 966/5000
148/148 [==============================] - 0s 20us/step - loss: 95596.3906 - mean_absolute_error: 265.6707 - val_loss: 159748.9644 - val_mean_absolute_error: 378.1206
Epoch 967/5000
148/148 [==============================] - 0s 41us/step - loss: 95595.8516 - mean_absolute_error: 265.6696 - val_loss: 159748.2125 - val_mean_absolute_error: 378.1196
Epoch 968/5000
148/148 [==============================] - 0s 34us/step - loss: 95595.3359 - mean_absolute_error: 265.6686 - val_loss: 159747.4448 - val_mean_absolute_error: 378.1186
Epoch 969/5000
148/148 [==============================] - 0s 27us/step - loss: 95594.7969 - mean_absolute_error: 265.6677 - val_loss: 159746.7079 - val_mean_absolute_error: 378.1177
Epoch 970/5000
148/148 [==============================] - 0s 27us/step - loss: 95594.2734 - mean_absolute_error: 265.6667 - val_loss: 159745.9406 - val_mean_absolute_error: 378.1167
Epoch 971/5000
148/148 [==============================] - 0s 41us/step - loss: 95593.7344 - mean_absolute_error: 265.6657 - val_loss: 159745.1883 - val_mean_absolute_error: 378.1157
Epoch 972/5000
148/148 [==============================] - 0s 27us/step - loss: 95593.2031 - mean_absolute_error: 265.6646 - val_loss: 159744.4360 - val_mean_absolute_error: 378.1147
Epoch 973/5000
148/148 [==============================] - 0s 27us/step - loss: 95592.6797 - mean_absolute_error: 265.6637 - val_loss: 159743.6529 - val_mean_absolute_error: 378.1138
Epoch 974/5000
148/148 [==============================] - 0s 27us/step - loss: 95592.1406 - mean_absolute_error: 265.6627 - val_loss: 159742.9165 - val_mean_absolute_error: 378.1128
Epoch 975/5000
148/148 [==============================] - 0s 27us/step - loss: 95591.6250 - mean_absolute_error: 265.6617 - val_loss: 159742.1487 - val_mean_absolute_error: 378.1118
Epoch 976/5000
148/148 [==============================] - 0s 27us/step - loss: 95591.0781 - mean_absolute_error: 265.6607 - val_loss: 159741.4121 - val_mean_absolute_error: 378.1108
Epoch 977/5000
148/148 [==============================] - 0s 41us/step - loss: 95590.5547 - mean_absolute_error: 265.6597 - val_loss: 159740.6754 - val_mean_absolute_error: 378.1099
Epoch 978/5000
148/148 [==============================] - 0s 27us/step - loss: 95590.0234 - mean_absolute_error: 265.6586 - val_loss: 159739.9079 - val_mean_absolute_error: 378.1089
Epoch 979/5000
148/148 [==============================] - 0s 27us/step - loss: 95589.5000 - mean_absolute_error: 265.6577 - val_loss: 159739.1246 - val_mean_absolute_error: 378.1079
Epoch 980/5000
148/148 [==============================] - 0s 27us/step - loss: 95588.9609 - mean_absolute_error: 265.6566 - val_loss: 159738.3879 - val_mean_absolute_error: 378.1070
Epoch 981/5000
148/148 [==============================] - 0s 27us/step - loss: 95588.4219 - mean_absolute_error: 265.6557 - val_loss: 159737.6358 - val_mean_absolute_error: 378.1060
Epoch 982/5000
148/148 [==============================] - 0s 27us/step - loss: 95587.9062 - mean_absolute_error: 265.6547 - val_loss: 159736.8838 - val_mean_absolute_error: 378.1051
Epoch 983/5000
148/148 [==============================] - 0s 34us/step - loss: 95587.3750 - mean_absolute_error: 265.6537 - val_loss: 159736.1313 - val_mean_absolute_error: 378.1041
Epoch 984/5000
148/148 [==============================] - 0s 34us/step - loss: 95586.8281 - mean_absolute_error: 265.6527 - val_loss: 159735.3637 - val_mean_absolute_error: 378.1031
Epoch 985/5000
148/148 [==============================] - 0s 27us/step - loss: 95586.2969 - mean_absolute_error: 265.6517 - val_loss: 159734.5963 - val_mean_absolute_error: 378.1022
Epoch 986/5000
148/148 [==============================] - 0s 27us/step - loss: 95585.7734 - mean_absolute_error: 265.6507 - val_loss: 159733.8596 - val_mean_absolute_error: 378.1012
Epoch 987/5000
148/148 [==============================] - 0s 27us/step - loss: 95585.2500 - mean_absolute_error: 265.6497 - val_loss: 159733.0917 - val_mean_absolute_error: 378.1002
Epoch 988/5000
148/148 [==============================] - 0s 27us/step - loss: 95584.7109 - mean_absolute_error: 265.6487 - val_loss: 159732.3554 - val_mean_absolute_error: 378.0993
Epoch 989/5000
148/148 [==============================] - 0s 34us/step - loss: 95584.1875 - mean_absolute_error: 265.6477 - val_loss: 159731.5875 - val_mean_absolute_error: 378.0983
Epoch 990/5000
148/148 [==============================] - 0s 34us/step - loss: 95583.6641 - mean_absolute_error: 265.6467 - val_loss: 159730.8354 - val_mean_absolute_error: 378.0973
Epoch 991/5000
148/148 [==============================] - 0s 27us/step - loss: 95583.1250 - mean_absolute_error: 265.6457 - val_loss: 159730.0829 - val_mean_absolute_error: 378.0963
Epoch 992/5000
148/148 [==============================] - 0s 27us/step - loss: 95582.5859 - mean_absolute_error: 265.6447 - val_loss: 159729.3312 - val_mean_absolute_error: 378.0954
Epoch 993/5000
148/148 [==============================] - 0s 34us/step - loss: 95582.0703 - mean_absolute_error: 265.6437 - val_loss: 159728.5787 - val_mean_absolute_error: 378.0944
Epoch 994/5000
148/148 [==============================] - 0s 34us/step - loss: 95581.5391 - mean_absolute_error: 265.6427 - val_loss: 159727.8112 - val_mean_absolute_error: 378.0933
Epoch 995/5000
148/148 [==============================] - 0s 41us/step - loss: 95581.0000 - mean_absolute_error: 265.6417 - val_loss: 159727.0746 - val_mean_absolute_error: 378.0924
Epoch 996/5000
148/148 [==============================] - 0s 27us/step - loss: 95580.4766 - mean_absolute_error: 265.6407 - val_loss: 159726.3071 - val_mean_absolute_error: 378.0914
Epoch 997/5000
148/148 [==============================] - 0s 34us/step - loss: 95579.9375 - mean_absolute_error: 265.6397 - val_loss: 159725.5700 - val_mean_absolute_error: 378.0905
Epoch 998/5000
148/148 [==============================] - 0s 34us/step - loss: 95579.4062 - mean_absolute_error: 265.6387 - val_loss: 159724.7717 - val_mean_absolute_error: 378.0895
Epoch 999/5000
148/148 [==============================] - 0s 27us/step - loss: 95578.8750 - mean_absolute_error: 265.6377 - val_loss: 159724.0658 - val_mean_absolute_error: 378.0885
Epoch 1000/5000
148/148 [==============================] - 0s 41us/step - loss: 95578.3594 - mean_absolute_error: 265.6367 - val_loss: 159723.2829 - val_mean_absolute_error: 378.0875
Epoch 1001/5000
148/148 [==============================] - 0s 27us/step - loss: 95577.8203 - mean_absolute_error: 265.6357 - val_loss: 159722.5152 - val_mean_absolute_error: 378.0866
Epoch 1002/5000
148/148 [==============================] - 0s 34us/step - loss: 95577.2891 - mean_absolute_error: 265.6347 - val_loss: 159721.7787 - val_mean_absolute_error: 378.0856
Epoch 1003/5000
148/148 [==============================] - 0s 34us/step - loss: 95576.7656 - mean_absolute_error: 265.6337 - val_loss: 159721.0265 - val_mean_absolute_error: 378.0846
Epoch 1004/5000
148/148 [==============================] - 0s 34us/step - loss: 95576.2344 - mean_absolute_error: 265.6327 - val_loss: 159720.2588 - val_mean_absolute_error: 378.0837
Epoch 1005/5000
148/148 [==============================] - 0s 34us/step - loss: 95575.6953 - mean_absolute_error: 265.6317 - val_loss: 159719.5219 - val_mean_absolute_error: 378.0827
Epoch 1006/5000
148/148 [==============================] - 0s 41us/step - loss: 95575.1641 - mean_absolute_error: 265.6307 - val_loss: 159718.7546 - val_mean_absolute_error: 378.0817
Epoch 1007/5000
148/148 [==============================] - 0s 34us/step - loss: 95574.6406 - mean_absolute_error: 265.6297 - val_loss: 159717.9869 - val_mean_absolute_error: 378.0808
Epoch 1008/5000
148/148 [==============================] - 0s 27us/step - loss: 95574.1094 - mean_absolute_error: 265.6287 - val_loss: 159717.2500 - val_mean_absolute_error: 378.0798
Epoch 1009/5000
148/148 [==============================] - 0s 34us/step - loss: 95573.5781 - mean_absolute_error: 265.6277 - val_loss: 159716.4823 - val_mean_absolute_error: 378.0788
Epoch 1010/5000
148/148 [==============================] - 0s 27us/step - loss: 95573.0391 - mean_absolute_error: 265.6268 - val_loss: 159715.7458 - val_mean_absolute_error: 378.0778
Epoch 1011/5000
148/148 [==============================] - 0s 34us/step - loss: 95572.5156 - mean_absolute_error: 265.6257 - val_loss: 159714.9781 - val_mean_absolute_error: 378.0769
Epoch 1012/5000
148/148 [==============================] - 0s 27us/step - loss: 95571.9766 - mean_absolute_error: 265.6247 - val_loss: 159714.2258 - val_mean_absolute_error: 378.0759
Epoch 1013/5000
148/148 [==============================] - 0s 34us/step - loss: 95571.4453 - mean_absolute_error: 265.6237 - val_loss: 159713.4894 - val_mean_absolute_error: 378.0749
Epoch 1014/5000
148/148 [==============================] - 0s 34us/step - loss: 95570.9219 - mean_absolute_error: 265.6227 - val_loss: 159712.7217 - val_mean_absolute_error: 378.0739
Epoch 1015/5000
148/148 [==============================] - 0s 20us/step - loss: 95570.3828 - mean_absolute_error: 265.6218 - val_loss: 159711.9542 - val_mean_absolute_error: 378.0729
Epoch 1016/5000
148/148 [==============================] - 0s 34us/step - loss: 95569.8672 - mean_absolute_error: 265.6207 - val_loss: 159711.2171 - val_mean_absolute_error: 378.0719
Epoch 1017/5000
148/148 [==============================] - 0s 27us/step - loss: 95569.3281 - mean_absolute_error: 265.6197 - val_loss: 159710.4500 - val_mean_absolute_error: 378.0710
Epoch 1018/5000
148/148 [==============================] - 0s 27us/step - loss: 95568.8125 - mean_absolute_error: 265.6187 - val_loss: 159709.6975 - val_mean_absolute_error: 378.0700
Epoch 1019/5000
148/148 [==============================] - 0s 34us/step - loss: 95568.2734 - mean_absolute_error: 265.6177 - val_loss: 159708.9454 - val_mean_absolute_error: 378.0690
Epoch 1020/5000
148/148 [==============================] - 0s 27us/step - loss: 95567.7266 - mean_absolute_error: 265.6167 - val_loss: 159708.1933 - val_mean_absolute_error: 378.0681
Epoch 1021/5000
148/148 [==============================] - 0s 34us/step - loss: 95567.2188 - mean_absolute_error: 265.6158 - val_loss: 159707.4413 - val_mean_absolute_error: 378.0671
Epoch 1022/5000
148/148 [==============================] - 0s 27us/step - loss: 95566.6797 - mean_absolute_error: 265.6147 - val_loss: 159706.6888 - val_mean_absolute_error: 378.0661
Epoch 1023/5000
148/148 [==============================] - 0s 27us/step - loss: 95566.1484 - mean_absolute_error: 265.6137 - val_loss: 159705.9058 - val_mean_absolute_error: 378.0651
Epoch 1024/5000
148/148 [==============================] - 0s 27us/step - loss: 95565.6094 - mean_absolute_error: 265.6127 - val_loss: 159705.1848 - val_mean_absolute_error: 378.0642
Epoch 1025/5000
148/148 [==============================] - 0s 34us/step - loss: 95565.0938 - mean_absolute_error: 265.6117 - val_loss: 159704.4171 - val_mean_absolute_error: 378.0632
Epoch 1026/5000
148/148 [==============================] - 0s 27us/step - loss: 95564.5625 - mean_absolute_error: 265.6107 - val_loss: 159703.6340 - val_mean_absolute_error: 378.0623
Epoch 1027/5000
148/148 [==============================] - 0s 34us/step - loss: 95564.0234 - mean_absolute_error: 265.6097 - val_loss: 159702.8971 - val_mean_absolute_error: 378.0613
Epoch 1028/5000
148/148 [==============================] - 0s 34us/step - loss: 95563.4922 - mean_absolute_error: 265.6087 - val_loss: 159702.1606 - val_mean_absolute_error: 378.0604
Epoch 1029/5000
148/148 [==============================] - 0s 41us/step - loss: 95562.9688 - mean_absolute_error: 265.6078 - val_loss: 159701.4083 - val_mean_absolute_error: 378.0594
Epoch 1030/5000
148/148 [==============================] - 0s 27us/step - loss: 95562.4453 - mean_absolute_error: 265.6068 - val_loss: 159700.6406 - val_mean_absolute_error: 378.0584
Epoch 1031/5000
148/148 [==============================] - 0s 34us/step - loss: 95561.8984 - mean_absolute_error: 265.6058 - val_loss: 159699.8888 - val_mean_absolute_error: 378.0575
Epoch 1032/5000
148/148 [==============================] - 0s 34us/step - loss: 95561.3828 - mean_absolute_error: 265.6048 - val_loss: 159699.1519 - val_mean_absolute_error: 378.0565
Epoch 1033/5000
148/148 [==============================] - 0s 27us/step - loss: 95560.8516 - mean_absolute_error: 265.6038 - val_loss: 159698.3687 - val_mean_absolute_error: 378.0555
Epoch 1034/5000
148/148 [==============================] - 0s 41us/step - loss: 95560.3125 - mean_absolute_error: 265.6028 - val_loss: 159697.6010 - val_mean_absolute_error: 378.0545
Epoch 1035/5000
148/148 [==============================] - 0s 27us/step - loss: 95559.7812 - mean_absolute_error: 265.6018 - val_loss: 159696.8954 - val_mean_absolute_error: 378.0536
Epoch 1036/5000
148/148 [==============================] - 0s 27us/step - loss: 95559.2500 - mean_absolute_error: 265.6008 - val_loss: 159696.0969 - val_mean_absolute_error: 378.0526
Epoch 1037/5000
148/148 [==============================] - 0s 27us/step - loss: 95558.7266 - mean_absolute_error: 265.5998 - val_loss: 159695.3446 - val_mean_absolute_error: 378.0516
Epoch 1038/5000
148/148 [==============================] - 0s 34us/step - loss: 95558.1875 - mean_absolute_error: 265.5988 - val_loss: 159694.6081 - val_mean_absolute_error: 378.0507
Epoch 1039/5000
148/148 [==============================] - 0s 27us/step - loss: 95557.6719 - mean_absolute_error: 265.5978 - val_loss: 159693.8404 - val_mean_absolute_error: 378.0496
Epoch 1040/5000
148/148 [==============================] - 0s 34us/step - loss: 95557.1328 - mean_absolute_error: 265.5968 - val_loss: 159693.0883 - val_mean_absolute_error: 378.0486
Epoch 1041/5000
148/148 [==============================] - 0s 34us/step - loss: 95556.5938 - mean_absolute_error: 265.5958 - val_loss: 159692.3358 - val_mean_absolute_error: 378.0477
Epoch 1042/5000
148/148 [==============================] - 0s 27us/step - loss: 95556.0625 - mean_absolute_error: 265.5948 - val_loss: 159691.5688 - val_mean_absolute_error: 378.0468
Epoch 1043/5000
148/148 [==============================] - 0s 27us/step - loss: 95555.5469 - mean_absolute_error: 265.5938 - val_loss: 159690.8317 - val_mean_absolute_error: 378.0457
Epoch 1044/5000
148/148 [==============================] - 0s 34us/step - loss: 95555.0156 - mean_absolute_error: 265.5927 - val_loss: 159690.0642 - val_mean_absolute_error: 378.0448
Epoch 1045/5000
148/148 [==============================] - 0s 34us/step - loss: 95554.4766 - mean_absolute_error: 265.5917 - val_loss: 159689.3121 - val_mean_absolute_error: 378.0438
Epoch 1046/5000
148/148 [==============================] - 0s 27us/step - loss: 95553.9609 - mean_absolute_error: 265.5908 - val_loss: 159688.5600 - val_mean_absolute_error: 378.0428
Epoch 1047/5000
148/148 [==============================] - 0s 34us/step - loss: 95553.4219 - mean_absolute_error: 265.5898 - val_loss: 159687.8075 - val_mean_absolute_error: 378.0419
Epoch 1048/5000
148/148 [==============================] - 0s 27us/step - loss: 95552.8906 - mean_absolute_error: 265.5888 - val_loss: 159687.0400 - val_mean_absolute_error: 378.0409
Epoch 1049/5000
148/148 [==============================] - 0s 34us/step - loss: 95552.3516 - mean_absolute_error: 265.5878 - val_loss: 159686.3033 - val_mean_absolute_error: 378.0399
Epoch 1050/5000
148/148 [==============================] - 0s 41us/step - loss: 95551.8281 - mean_absolute_error: 265.5868 - val_loss: 159685.5358 - val_mean_absolute_error: 378.0389
Epoch 1051/5000
148/148 [==============================] - 0s 27us/step - loss: 95551.3047 - mean_absolute_error: 265.5858 - val_loss: 159684.7833 - val_mean_absolute_error: 378.0380
Epoch 1052/5000
148/148 [==============================] - 0s 27us/step - loss: 95550.7656 - mean_absolute_error: 265.5848 - val_loss: 159684.0471 - val_mean_absolute_error: 378.0370
Epoch 1053/5000
148/148 [==============================] - 0s 27us/step - loss: 95550.2500 - mean_absolute_error: 265.5838 - val_loss: 159683.2792 - val_mean_absolute_error: 378.0361
Epoch 1054/5000
148/148 [==============================] - 0s 34us/step - loss: 95549.7109 - mean_absolute_error: 265.5828 - val_loss: 159682.5271 - val_mean_absolute_error: 378.0351
Epoch 1055/5000
148/148 [==============================] - 0s 34us/step - loss: 95549.1719 - mean_absolute_error: 265.5818 - val_loss: 159681.7592 - val_mean_absolute_error: 378.0341
Epoch 1056/5000
148/148 [==============================] - 0s 27us/step - loss: 95548.6406 - mean_absolute_error: 265.5807 - val_loss: 159681.0075 - val_mean_absolute_error: 378.0331
Epoch 1057/5000
148/148 [==============================] - 0s 27us/step - loss: 95548.1250 - mean_absolute_error: 265.5798 - val_loss: 159680.2550 - val_mean_absolute_error: 378.0322
Epoch 1058/5000
148/148 [==============================] - 0s 20us/step - loss: 95547.5859 - mean_absolute_error: 265.5788 - val_loss: 159679.4875 - val_mean_absolute_error: 378.0312
Epoch 1059/5000
148/148 [==============================] - 0s 34us/step - loss: 95547.0547 - mean_absolute_error: 265.5778 - val_loss: 159678.7352 - val_mean_absolute_error: 378.0301
Epoch 1060/5000
148/148 [==============================] - 0s 20us/step - loss: 95546.5234 - mean_absolute_error: 265.5768 - val_loss: 159677.9987 - val_mean_absolute_error: 378.0292
Epoch 1061/5000
148/148 [==============================] - 0s 34us/step - loss: 95546.0000 - mean_absolute_error: 265.5758 - val_loss: 159677.2310 - val_mean_absolute_error: 378.0282
Epoch 1062/5000
148/148 [==============================] - 0s 34us/step - loss: 95545.4688 - mean_absolute_error: 265.5748 - val_loss: 159676.4788 - val_mean_absolute_error: 378.0272
Epoch 1063/5000
148/148 [==============================] - 0s 27us/step - loss: 95544.9297 - mean_absolute_error: 265.5738 - val_loss: 159675.7269 - val_mean_absolute_error: 378.0263
Epoch 1064/5000
148/148 [==============================] - 0s 34us/step - loss: 95544.4062 - mean_absolute_error: 265.5728 - val_loss: 159674.9592 - val_mean_absolute_error: 378.0253
Epoch 1065/5000
148/148 [==============================] - 0s 34us/step - loss: 95543.8750 - mean_absolute_error: 265.5718 - val_loss: 159674.2223 - val_mean_absolute_error: 378.0243
Epoch 1066/5000
148/148 [==============================] - 0s 27us/step - loss: 95543.3359 - mean_absolute_error: 265.5708 - val_loss: 159673.4546 - val_mean_absolute_error: 378.0234
Epoch 1067/5000
148/148 [==============================] - 0s 41us/step - loss: 95542.8047 - mean_absolute_error: 265.5698 - val_loss: 159672.7027 - val_mean_absolute_error: 378.0224
Epoch 1068/5000
148/148 [==============================] - 0s 27us/step - loss: 95542.2891 - mean_absolute_error: 265.5688 - val_loss: 159671.9504 - val_mean_absolute_error: 378.0214
Epoch 1069/5000
148/148 [==============================] - 0s 27us/step - loss: 95541.7500 - mean_absolute_error: 265.5678 - val_loss: 159671.1981 - val_mean_absolute_error: 378.0205
Epoch 1070/5000
148/148 [==============================] - 0s 34us/step - loss: 95541.2266 - mean_absolute_error: 265.5668 - val_loss: 159670.4463 - val_mean_absolute_error: 378.0195
Epoch 1071/5000
148/148 [==============================] - 0s 34us/step - loss: 95540.6953 - mean_absolute_error: 265.5658 - val_loss: 159669.6940 - val_mean_absolute_error: 378.0185
Epoch 1072/5000
148/148 [==============================] - 0s 20us/step - loss: 95540.1719 - mean_absolute_error: 265.5648 - val_loss: 159668.9262 - val_mean_absolute_error: 378.0176
Epoch 1073/5000
148/148 [==============================] - 0s 34us/step - loss: 95539.6250 - mean_absolute_error: 265.5638 - val_loss: 159668.1742 - val_mean_absolute_error: 378.0167
Epoch 1074/5000
148/148 [==============================] - 0s 34us/step - loss: 95539.0938 - mean_absolute_error: 265.5628 - val_loss: 159667.4221 - val_mean_absolute_error: 378.0157
Epoch 1075/5000
148/148 [==============================] - 0s 34us/step - loss: 95538.5781 - mean_absolute_error: 265.5618 - val_loss: 159666.6700 - val_mean_absolute_error: 378.0147
Epoch 1076/5000
148/148 [==============================] - 0s 27us/step - loss: 95538.0391 - mean_absolute_error: 265.5609 - val_loss: 159665.9175 - val_mean_absolute_error: 378.0137
Epoch 1077/5000
148/148 [==============================] - 0s 27us/step - loss: 95537.5078 - mean_absolute_error: 265.5599 - val_loss: 159665.1658 - val_mean_absolute_error: 378.0127
Epoch 1078/5000
148/148 [==============================] - 0s 34us/step - loss: 95536.9844 - mean_absolute_error: 265.5589 - val_loss: 159664.3979 - val_mean_absolute_error: 378.0118
Epoch 1079/5000
148/148 [==============================] - 0s 27us/step - loss: 95536.4531 - mean_absolute_error: 265.5578 - val_loss: 159663.6613 - val_mean_absolute_error: 378.0108
Epoch 1080/5000
148/148 [==============================] - 0s 27us/step - loss: 95535.9219 - mean_absolute_error: 265.5568 - val_loss: 159662.8935 - val_mean_absolute_error: 378.0098
Epoch 1081/5000
148/148 [==============================] - 0s 34us/step - loss: 95535.3750 - mean_absolute_error: 265.5558 - val_loss: 159662.1571 - val_mean_absolute_error: 378.0089
Epoch 1082/5000
148/148 [==============================] - 0s 27us/step - loss: 95534.8594 - mean_absolute_error: 265.5549 - val_loss: 159661.3894 - val_mean_absolute_error: 378.0079
Epoch 1083/5000
148/148 [==============================] - 0s 41us/step - loss: 95534.3281 - mean_absolute_error: 265.5539 - val_loss: 159660.6371 - val_mean_absolute_error: 378.0069
Epoch 1084/5000
148/148 [==============================] - 0s 27us/step - loss: 95533.7969 - mean_absolute_error: 265.5528 - val_loss: 159659.8852 - val_mean_absolute_error: 378.0059
Epoch 1085/5000
148/148 [==============================] - 0s 41us/step - loss: 95533.2734 - mean_absolute_error: 265.5518 - val_loss: 159659.1329 - val_mean_absolute_error: 378.0049
Epoch 1086/5000
148/148 [==============================] - 0s 27us/step - loss: 95532.7422 - mean_absolute_error: 265.5508 - val_loss: 159658.3806 - val_mean_absolute_error: 378.0040
Epoch 1087/5000
148/148 [==============================] - 0s 34us/step - loss: 95532.2109 - mean_absolute_error: 265.5499 - val_loss: 159657.5975 - val_mean_absolute_error: 378.0030
Epoch 1088/5000
148/148 [==============================] - 0s 34us/step - loss: 95531.6719 - mean_absolute_error: 265.5488 - val_loss: 159656.8765 - val_mean_absolute_error: 378.0020
Epoch 1089/5000
148/148 [==============================] - 0s 27us/step - loss: 95531.1562 - mean_absolute_error: 265.5478 - val_loss: 159656.0779 - val_mean_absolute_error: 378.0010
Epoch 1090/5000
148/148 [==============================] - 0s 34us/step - loss: 95530.6250 - mean_absolute_error: 265.5468 - val_loss: 159655.3410 - val_mean_absolute_error: 378.0000
Epoch 1091/5000
148/148 [==============================] - 0s 34us/step - loss: 95530.0859 - mean_absolute_error: 265.5458 - val_loss: 159654.6046 - val_mean_absolute_error: 377.9991
Epoch 1092/5000
148/148 [==============================] - 0s 27us/step - loss: 95529.5703 - mean_absolute_error: 265.5448 - val_loss: 159653.8369 - val_mean_absolute_error: 377.9981
Epoch 1093/5000
148/148 [==============================] - 0s 34us/step - loss: 95529.0234 - mean_absolute_error: 265.5439 - val_loss: 159653.0846 - val_mean_absolute_error: 377.9971
Epoch 1094/5000
148/148 [==============================] - 0s 27us/step - loss: 95528.5000 - mean_absolute_error: 265.5429 - val_loss: 159652.3171 - val_mean_absolute_error: 377.9962
Epoch 1095/5000
148/148 [==============================] - 0s 41us/step - loss: 95527.9609 - mean_absolute_error: 265.5418 - val_loss: 159651.5804 - val_mean_absolute_error: 377.9952
Epoch 1096/5000
148/148 [==============================] - 0s 27us/step - loss: 95527.4453 - mean_absolute_error: 265.5409 - val_loss: 159650.8129 - val_mean_absolute_error: 377.9942
Epoch 1097/5000
148/148 [==============================] - 0s 27us/step - loss: 95526.8984 - mean_absolute_error: 265.5399 - val_loss: 159650.0604 - val_mean_absolute_error: 377.9933
Epoch 1098/5000
148/148 [==============================] - 0s 34us/step - loss: 95526.3750 - mean_absolute_error: 265.5389 - val_loss: 159649.3083 - val_mean_absolute_error: 377.9923
Epoch 1099/5000
148/148 [==============================] - 0s 34us/step - loss: 95525.8359 - mean_absolute_error: 265.5379 - val_loss: 159648.5562 - val_mean_absolute_error: 377.9914
Epoch 1100/5000
148/148 [==============================] - 0s 34us/step - loss: 95525.3203 - mean_absolute_error: 265.5369 - val_loss: 159647.8042 - val_mean_absolute_error: 377.9903
Epoch 1101/5000
148/148 [==============================] - 0s 34us/step - loss: 95524.7812 - mean_absolute_error: 265.5358 - val_loss: 159647.0519 - val_mean_absolute_error: 377.9894
Epoch 1102/5000
148/148 [==============================] - 0s 27us/step - loss: 95524.2422 - mean_absolute_error: 265.5349 - val_loss: 159646.2846 - val_mean_absolute_error: 377.9884
Epoch 1103/5000
148/148 [==============================] - 0s 34us/step - loss: 95523.7266 - mean_absolute_error: 265.5339 - val_loss: 159645.5477 - val_mean_absolute_error: 377.9875
Epoch 1104/5000
148/148 [==============================] - 0s 27us/step - loss: 95523.1875 - mean_absolute_error: 265.5329 - val_loss: 159644.7800 - val_mean_absolute_error: 377.9864
Epoch 1105/5000
148/148 [==============================] - 0s 34us/step - loss: 95522.6641 - mean_absolute_error: 265.5318 - val_loss: 159644.0277 - val_mean_absolute_error: 377.9855
Epoch 1106/5000
148/148 [==============================] - 0s 41us/step - loss: 95522.1172 - mean_absolute_error: 265.5309 - val_loss: 159643.2758 - val_mean_absolute_error: 377.9845
Epoch 1107/5000
148/148 [==============================] - 0s 27us/step - loss: 95521.6094 - mean_absolute_error: 265.5298 - val_loss: 159642.5235 - val_mean_absolute_error: 377.9835
Epoch 1108/5000
148/148 [==============================] - 0s 34us/step - loss: 95521.0703 - mean_absolute_error: 265.5289 - val_loss: 159641.7558 - val_mean_absolute_error: 377.9826
Epoch 1109/5000
148/148 [==============================] - 0s 27us/step - loss: 95520.5312 - mean_absolute_error: 265.5279 - val_loss: 159641.0348 - val_mean_absolute_error: 377.9816
Epoch 1110/5000
148/148 [==============================] - 0s 34us/step - loss: 95520.0234 - mean_absolute_error: 265.5269 - val_loss: 159640.2517 - val_mean_absolute_error: 377.9806
Epoch 1111/5000
148/148 [==============================] - 0s 27us/step - loss: 95519.4844 - mean_absolute_error: 265.5258 - val_loss: 159639.4994 - val_mean_absolute_error: 377.9797
Epoch 1112/5000
148/148 [==============================] - 0s 34us/step - loss: 95518.9453 - mean_absolute_error: 265.5248 - val_loss: 159638.7317 - val_mean_absolute_error: 377.9787
Epoch 1113/5000
148/148 [==============================] - 0s 27us/step - loss: 95518.4219 - mean_absolute_error: 265.5239 - val_loss: 159637.9952 - val_mean_absolute_error: 377.9777
Epoch 1114/5000
148/148 [==============================] - 0s 27us/step - loss: 95517.8984 - mean_absolute_error: 265.5229 - val_loss: 159637.2429 - val_mean_absolute_error: 377.9768
Epoch 1115/5000
148/148 [==============================] - 0s 34us/step - loss: 95517.3672 - mean_absolute_error: 265.5219 - val_loss: 159636.4754 - val_mean_absolute_error: 377.9758
Epoch 1116/5000
148/148 [==============================] - 0s 27us/step - loss: 95516.8281 - mean_absolute_error: 265.5209 - val_loss: 159635.7233 - val_mean_absolute_error: 377.9748
Epoch 1117/5000
148/148 [==============================] - 0s 34us/step - loss: 95516.3047 - mean_absolute_error: 265.5199 - val_loss: 159634.9867 - val_mean_absolute_error: 377.9739
Epoch 1118/5000
148/148 [==============================] - 0s 34us/step - loss: 95515.7734 - mean_absolute_error: 265.5189 - val_loss: 159634.2188 - val_mean_absolute_error: 377.9729
Epoch 1119/5000
148/148 [==============================] - 0s 34us/step - loss: 95515.2344 - mean_absolute_error: 265.5179 - val_loss: 159633.4358 - val_mean_absolute_error: 377.9719
Epoch 1120/5000
148/148 [==============================] - 0s 27us/step - loss: 95514.7031 - mean_absolute_error: 265.5169 - val_loss: 159632.7146 - val_mean_absolute_error: 377.9710
Epoch 1121/5000
148/148 [==============================] - 0s 34us/step - loss: 95514.1875 - mean_absolute_error: 265.5159 - val_loss: 159631.9625 - val_mean_absolute_error: 377.9700
Epoch 1122/5000
148/148 [==============================] - 0s 27us/step - loss: 95513.6484 - mean_absolute_error: 265.5150 - val_loss: 159631.1946 - val_mean_absolute_error: 377.9690
Epoch 1123/5000
148/148 [==============================] - 0s 27us/step - loss: 95513.1172 - mean_absolute_error: 265.5139 - val_loss: 159630.4275 - val_mean_absolute_error: 377.9680
Epoch 1124/5000
148/148 [==============================] - 0s 41us/step - loss: 95512.5938 - mean_absolute_error: 265.5129 - val_loss: 159629.6750 - val_mean_absolute_error: 377.9670
Epoch 1125/5000
148/148 [==============================] - 0s 27us/step - loss: 95512.0703 - mean_absolute_error: 265.5119 - val_loss: 159628.9229 - val_mean_absolute_error: 377.9661
Epoch 1126/5000
148/148 [==============================] - 0s 34us/step - loss: 95511.5312 - mean_absolute_error: 265.5109 - val_loss: 159628.1704 - val_mean_absolute_error: 377.9651
Epoch 1127/5000
148/148 [==============================] - 0s 34us/step - loss: 95510.9844 - mean_absolute_error: 265.5099 - val_loss: 159627.4342 - val_mean_absolute_error: 377.9642
Epoch 1128/5000
148/148 [==============================] - 0s 27us/step - loss: 95510.4766 - mean_absolute_error: 265.5089 - val_loss: 159626.6817 - val_mean_absolute_error: 377.9631
Epoch 1129/5000
148/148 [==============================] - 0s 27us/step - loss: 95509.9375 - mean_absolute_error: 265.5079 - val_loss: 159625.8987 - val_mean_absolute_error: 377.9622
Epoch 1130/5000
148/148 [==============================] - 0s 27us/step - loss: 95509.3984 - mean_absolute_error: 265.5069 - val_loss: 159625.1775 - val_mean_absolute_error: 377.9612
Epoch 1131/5000
148/148 [==============================] - 0s 27us/step - loss: 95508.8750 - mean_absolute_error: 265.5059 - val_loss: 159624.3946 - val_mean_absolute_error: 377.9602
Epoch 1132/5000
148/148 [==============================] - 0s 27us/step - loss: 95508.3516 - mean_absolute_error: 265.5049 - val_loss: 159623.6421 - val_mean_absolute_error: 377.9592
Epoch 1133/5000
148/148 [==============================] - 0s 34us/step - loss: 95507.8203 - mean_absolute_error: 265.5039 - val_loss: 159622.8746 - val_mean_absolute_error: 377.9583
Epoch 1134/5000
148/148 [==============================] - 0s 34us/step - loss: 95507.2812 - mean_absolute_error: 265.5029 - val_loss: 159622.1381 - val_mean_absolute_error: 377.9573
Epoch 1135/5000
148/148 [==============================] - 0s 34us/step - loss: 95506.7656 - mean_absolute_error: 265.5019 - val_loss: 159621.3704 - val_mean_absolute_error: 377.9563
Epoch 1136/5000
148/148 [==============================] - 0s 27us/step - loss: 95506.2266 - mean_absolute_error: 265.5009 - val_loss: 159620.6335 - val_mean_absolute_error: 377.9554
Epoch 1137/5000
148/148 [==============================] - 0s 27us/step - loss: 95505.6953 - mean_absolute_error: 265.4999 - val_loss: 159619.8662 - val_mean_absolute_error: 377.9544
Epoch 1138/5000
148/148 [==============================] - 0s 27us/step - loss: 95505.1719 - mean_absolute_error: 265.4989 - val_loss: 159619.1140 - val_mean_absolute_error: 377.9534
Epoch 1139/5000
148/148 [==============================] - 0s 27us/step - loss: 95504.6328 - mean_absolute_error: 265.4980 - val_loss: 159618.3617 - val_mean_absolute_error: 377.9525
Epoch 1140/5000
148/148 [==============================] - 0s 34us/step - loss: 95504.1016 - mean_absolute_error: 265.4969 - val_loss: 159617.6096 - val_mean_absolute_error: 377.9515
Epoch 1141/5000
148/148 [==============================] - 0s 34us/step - loss: 95503.5781 - mean_absolute_error: 265.4959 - val_loss: 159616.8575 - val_mean_absolute_error: 377.9505
Epoch 1142/5000
148/148 [==============================] - 0s 34us/step - loss: 95503.0547 - mean_absolute_error: 265.4949 - val_loss: 159616.1052 - val_mean_absolute_error: 377.9496
Epoch 1143/5000
148/148 [==============================] - 0s 27us/step - loss: 95502.5156 - mean_absolute_error: 265.4940 - val_loss: 159615.3529 - val_mean_absolute_error: 377.9486
Epoch 1144/5000
148/148 [==============================] - 0s 27us/step - loss: 95501.9844 - mean_absolute_error: 265.4930 - val_loss: 159614.5856 - val_mean_absolute_error: 377.9477
Epoch 1145/5000
148/148 [==============================] - 0s 34us/step - loss: 95501.4688 - mean_absolute_error: 265.4919 - val_loss: 159613.8488 - val_mean_absolute_error: 377.9466
Epoch 1146/5000
148/148 [==============================] - 0s 34us/step - loss: 95500.9297 - mean_absolute_error: 265.4909 - val_loss: 159613.0812 - val_mean_absolute_error: 377.9457
Epoch 1147/5000
148/148 [==============================] - 0s 27us/step - loss: 95500.3906 - mean_absolute_error: 265.4899 - val_loss: 159612.3133 - val_mean_absolute_error: 377.9447
Epoch 1148/5000
148/148 [==============================] - 0s 41us/step - loss: 95499.8516 - mean_absolute_error: 265.4890 - val_loss: 159611.5771 - val_mean_absolute_error: 377.9437
Epoch 1149/5000
148/148 [==============================] - 0s 27us/step - loss: 95499.3438 - mean_absolute_error: 265.4879 - val_loss: 159610.8246 - val_mean_absolute_error: 377.9427
Epoch 1150/5000
148/148 [==============================] - 0s 34us/step - loss: 95498.8047 - mean_absolute_error: 265.4869 - val_loss: 159610.0725 - val_mean_absolute_error: 377.9417
Epoch 1151/5000
148/148 [==============================] - 0s 27us/step - loss: 95498.2734 - mean_absolute_error: 265.4859 - val_loss: 159609.3204 - val_mean_absolute_error: 377.9408
Epoch 1152/5000
148/148 [==============================] - 0s 34us/step - loss: 95497.7500 - mean_absolute_error: 265.4849 - val_loss: 159608.5529 - val_mean_absolute_error: 377.9398
Epoch 1153/5000
148/148 [==============================] - 0s 34us/step - loss: 95497.2188 - mean_absolute_error: 265.4839 - val_loss: 159607.8160 - val_mean_absolute_error: 377.9388
Epoch 1154/5000
148/148 [==============================] - 0s 27us/step - loss: 95496.6719 - mean_absolute_error: 265.4829 - val_loss: 159607.0329 - val_mean_absolute_error: 377.9379
Epoch 1155/5000
148/148 [==============================] - 0s 34us/step - loss: 95496.1562 - mean_absolute_error: 265.4819 - val_loss: 159606.2965 - val_mean_absolute_error: 377.9369
Epoch 1156/5000
148/148 [==============================] - 0s 34us/step - loss: 95495.6250 - mean_absolute_error: 265.4809 - val_loss: 159605.5442 - val_mean_absolute_error: 377.9359
Epoch 1157/5000
148/148 [==============================] - 0s 27us/step - loss: 95495.0938 - mean_absolute_error: 265.4799 - val_loss: 159604.7765 - val_mean_absolute_error: 377.9350
Epoch 1158/5000
148/148 [==============================] - 0s 34us/step - loss: 95494.5547 - mean_absolute_error: 265.4789 - val_loss: 159604.0400 - val_mean_absolute_error: 377.9340
Epoch 1159/5000
148/148 [==============================] - 0s 34us/step - loss: 95494.0391 - mean_absolute_error: 265.4779 - val_loss: 159603.2723 - val_mean_absolute_error: 377.9330
Epoch 1160/5000
148/148 [==============================] - 0s 34us/step - loss: 95493.5078 - mean_absolute_error: 265.4770 - val_loss: 159602.5200 - val_mean_absolute_error: 377.9321
Epoch 1161/5000
148/148 [==============================] - 0s 27us/step - loss: 95492.9688 - mean_absolute_error: 265.4760 - val_loss: 159601.7677 - val_mean_absolute_error: 377.9311
Epoch 1162/5000
148/148 [==============================] - 0s 34us/step - loss: 95492.4375 - mean_absolute_error: 265.4750 - val_loss: 159601.0158 - val_mean_absolute_error: 377.9301
Epoch 1163/5000
148/148 [==============================] - 0s 27us/step - loss: 95491.9219 - mean_absolute_error: 265.4740 - val_loss: 159600.2481 - val_mean_absolute_error: 377.9292
Epoch 1164/5000
148/148 [==============================] - 0s 34us/step - loss: 95491.3750 - mean_absolute_error: 265.4730 - val_loss: 159599.5113 - val_mean_absolute_error: 377.9282
Epoch 1165/5000
148/148 [==============================] - 0s 34us/step - loss: 95490.8516 - mean_absolute_error: 265.4720 - val_loss: 159598.7596 - val_mean_absolute_error: 377.9272
Epoch 1166/5000
148/148 [==============================] - 0s 34us/step - loss: 95490.3281 - mean_absolute_error: 265.4710 - val_loss: 159598.0071 - val_mean_absolute_error: 377.9263
Epoch 1167/5000
148/148 [==============================] - 0s 27us/step - loss: 95489.7969 - mean_absolute_error: 265.4700 - val_loss: 159597.2396 - val_mean_absolute_error: 377.9252
Epoch 1168/5000
148/148 [==============================] - 0s 34us/step - loss: 95489.2656 - mean_absolute_error: 265.4690 - val_loss: 159596.4717 - val_mean_absolute_error: 377.9243
Epoch 1169/5000
148/148 [==============================] - 0s 41us/step - loss: 95488.7266 - mean_absolute_error: 265.4680 - val_loss: 159595.7354 - val_mean_absolute_error: 377.9233
Epoch 1170/5000
148/148 [==============================] - 0s 27us/step - loss: 95488.2109 - mean_absolute_error: 265.4670 - val_loss: 159594.9831 - val_mean_absolute_error: 377.9223
Epoch 1171/5000
148/148 [==============================] - 0s 27us/step - loss: 95487.6719 - mean_absolute_error: 265.4660 - val_loss: 159594.2154 - val_mean_absolute_error: 377.9214
Epoch 1172/5000
148/148 [==============================] - 0s 27us/step - loss: 95487.1406 - mean_absolute_error: 265.4650 - val_loss: 159593.4944 - val_mean_absolute_error: 377.9205
Epoch 1173/5000
148/148 [==============================] - 0s 41us/step - loss: 95486.6172 - mean_absolute_error: 265.4640 - val_loss: 159592.6958 - val_mean_absolute_error: 377.9194
Epoch 1174/5000
148/148 [==============================] - 0s 34us/step - loss: 95486.0781 - mean_absolute_error: 265.4630 - val_loss: 159591.9435 - val_mean_absolute_error: 377.9184
Epoch 1175/5000
148/148 [==============================] - 0s 27us/step - loss: 95485.5547 - mean_absolute_error: 265.4620 - val_loss: 159591.1913 - val_mean_absolute_error: 377.9175
Epoch 1176/5000
148/148 [==============================] - 0s 27us/step - loss: 95485.0234 - mean_absolute_error: 265.4610 - val_loss: 159590.4394 - val_mean_absolute_error: 377.9165
Epoch 1177/5000
148/148 [==============================] - 0s 34us/step - loss: 95484.4922 - mean_absolute_error: 265.4600 - val_loss: 159589.6871 - val_mean_absolute_error: 377.9155
Epoch 1178/5000
148/148 [==============================] - 0s 34us/step - loss: 95483.9609 - mean_absolute_error: 265.4589 - val_loss: 159588.9348 - val_mean_absolute_error: 377.9145
Epoch 1179/5000
148/148 [==============================] - 0s 27us/step - loss: 95483.4297 - mean_absolute_error: 265.4579 - val_loss: 159588.1829 - val_mean_absolute_error: 377.9136
Epoch 1180/5000
148/148 [==============================] - 0s 34us/step - loss: 95482.9062 - mean_absolute_error: 265.4570 - val_loss: 159587.4306 - val_mean_absolute_error: 377.9126
Epoch 1181/5000
148/148 [==============================] - 0s 27us/step - loss: 95482.3750 - mean_absolute_error: 265.4560 - val_loss: 159586.6783 - val_mean_absolute_error: 377.9117
Epoch 1182/5000
148/148 [==============================] - 0s 20us/step - loss: 95481.8359 - mean_absolute_error: 265.4550 - val_loss: 159585.9108 - val_mean_absolute_error: 377.9107
Epoch 1183/5000
148/148 [==============================] - 0s 34us/step - loss: 95481.3125 - mean_absolute_error: 265.4540 - val_loss: 159585.1896 - val_mean_absolute_error: 377.9097
Epoch 1184/5000
148/148 [==============================] - 0s 27us/step - loss: 95480.7891 - mean_absolute_error: 265.4530 - val_loss: 159584.4067 - val_mean_absolute_error: 377.9087
Epoch 1185/5000
148/148 [==============================] - 0s 34us/step - loss: 95480.2500 - mean_absolute_error: 265.4520 - val_loss: 159583.6542 - val_mean_absolute_error: 377.9078
Epoch 1186/5000
148/148 [==============================] - 0s 27us/step - loss: 95479.7188 - mean_absolute_error: 265.4510 - val_loss: 159582.9025 - val_mean_absolute_error: 377.9068
Epoch 1187/5000
148/148 [==============================] - 0s 34us/step - loss: 95479.2031 - mean_absolute_error: 265.4500 - val_loss: 159582.1500 - val_mean_absolute_error: 377.9058
Epoch 1188/5000
148/148 [==============================] - 0s 27us/step - loss: 95478.6641 - mean_absolute_error: 265.4490 - val_loss: 159581.3979 - val_mean_absolute_error: 377.9049
Epoch 1189/5000
148/148 [==============================] - 0s 34us/step - loss: 95478.1250 - mean_absolute_error: 265.4481 - val_loss: 159580.6302 - val_mean_absolute_error: 377.9039
Epoch 1190/5000
148/148 [==============================] - 0s 27us/step - loss: 95477.6016 - mean_absolute_error: 265.4470 - val_loss: 159579.8783 - val_mean_absolute_error: 377.9029
Epoch 1191/5000
148/148 [==============================] - 0s 34us/step - loss: 95477.0781 - mean_absolute_error: 265.4460 - val_loss: 159579.1415 - val_mean_absolute_error: 377.9020
Epoch 1192/5000
148/148 [==============================] - 0s 34us/step - loss: 95476.5469 - mean_absolute_error: 265.4450 - val_loss: 159578.3737 - val_mean_absolute_error: 377.9010
Epoch 1193/5000
148/148 [==============================] - 0s 27us/step - loss: 95476.0078 - mean_absolute_error: 265.4440 - val_loss: 159577.6219 - val_mean_absolute_error: 377.9000
Epoch 1194/5000
148/148 [==============================] - 0s 27us/step - loss: 95475.4922 - mean_absolute_error: 265.4430 - val_loss: 159576.8696 - val_mean_absolute_error: 377.8990
Epoch 1195/5000
148/148 [==============================] - 0s 41us/step - loss: 95474.9609 - mean_absolute_error: 265.4420 - val_loss: 159576.1173 - val_mean_absolute_error: 377.8980
Epoch 1196/5000
148/148 [==============================] - 0s 27us/step - loss: 95474.4219 - mean_absolute_error: 265.4410 - val_loss: 159575.3496 - val_mean_absolute_error: 377.8970
Epoch 1197/5000
148/148 [==============================] - 0s 34us/step - loss: 95473.8828 - mean_absolute_error: 265.4400 - val_loss: 159574.6131 - val_mean_absolute_error: 377.8961
Epoch 1198/5000
148/148 [==============================] - 0s 34us/step - loss: 95473.3672 - mean_absolute_error: 265.4390 - val_loss: 159573.8454 - val_mean_absolute_error: 377.8951
Epoch 1199/5000
148/148 [==============================] - 0s 27us/step - loss: 95472.8281 - mean_absolute_error: 265.4380 - val_loss: 159573.0933 - val_mean_absolute_error: 377.8941
Epoch 1200/5000
148/148 [==============================] - 0s 34us/step - loss: 95472.2969 - mean_absolute_error: 265.4370 - val_loss: 159572.3412 - val_mean_absolute_error: 377.8931
Epoch 1201/5000
148/148 [==============================] - 0s 27us/step - loss: 95471.7734 - mean_absolute_error: 265.4360 - val_loss: 159571.5892 - val_mean_absolute_error: 377.8922
Epoch 1202/5000
148/148 [==============================] - 0s 27us/step - loss: 95471.2422 - mean_absolute_error: 265.4350 - val_loss: 159570.8367 - val_mean_absolute_error: 377.8912
Epoch 1203/5000
148/148 [==============================] - 0s 34us/step - loss: 95470.7109 - mean_absolute_error: 265.4340 - val_loss: 159570.0692 - val_mean_absolute_error: 377.8902
Epoch 1204/5000
148/148 [==============================] - 0s 27us/step - loss: 95470.1797 - mean_absolute_error: 265.4330 - val_loss: 159569.3017 - val_mean_absolute_error: 377.8893
Epoch 1205/5000
148/148 [==============================] - 0s 34us/step - loss: 95469.6562 - mean_absolute_error: 265.4320 - val_loss: 159568.5804 - val_mean_absolute_error: 377.8883
Epoch 1206/5000
148/148 [==============================] - 0s 34us/step - loss: 95469.1250 - mean_absolute_error: 265.4310 - val_loss: 159567.8127 - val_mean_absolute_error: 377.8874
Epoch 1207/5000
148/148 [==============================] - 0s 34us/step - loss: 95468.5859 - mean_absolute_error: 265.4301 - val_loss: 159567.0763 - val_mean_absolute_error: 377.8864
Epoch 1208/5000
148/148 [==============================] - 0s 27us/step - loss: 95468.0625 - mean_absolute_error: 265.4290 - val_loss: 159566.3240 - val_mean_absolute_error: 377.8854
Epoch 1209/5000
148/148 [==============================] - 0s 34us/step - loss: 95467.5391 - mean_absolute_error: 265.4280 - val_loss: 159565.5408 - val_mean_absolute_error: 377.8845
Epoch 1210/5000
148/148 [==============================] - 0s 34us/step - loss: 95467.0000 - mean_absolute_error: 265.4271 - val_loss: 159564.8040 - val_mean_absolute_error: 377.8835
Epoch 1211/5000
148/148 [==============================] - 0s 27us/step - loss: 95466.4688 - mean_absolute_error: 265.4261 - val_loss: 159564.0521 - val_mean_absolute_error: 377.8825
Epoch 1212/5000
148/148 [==============================] - 0s 27us/step - loss: 95465.9531 - mean_absolute_error: 265.4251 - val_loss: 159563.2998 - val_mean_absolute_error: 377.8815
Epoch 1213/5000
148/148 [==============================] - 0s 34us/step - loss: 95465.4219 - mean_absolute_error: 265.4240 - val_loss: 159562.5321 - val_mean_absolute_error: 377.8806
Epoch 1214/5000
148/148 [==============================] - 0s 34us/step - loss: 95464.8750 - mean_absolute_error: 265.4231 - val_loss: 159561.7956 - val_mean_absolute_error: 377.8796
Epoch 1215/5000
148/148 [==============================] - 0s 34us/step - loss: 95464.3516 - mean_absolute_error: 265.4220 - val_loss: 159561.0125 - val_mean_absolute_error: 377.8786
Epoch 1216/5000
148/148 [==============================] - 0s 34us/step - loss: 95463.8281 - mean_absolute_error: 265.4211 - val_loss: 159560.2758 - val_mean_absolute_error: 377.8777
Epoch 1217/5000
148/148 [==============================] - 0s 27us/step - loss: 95463.2969 - mean_absolute_error: 265.4201 - val_loss: 159559.5079 - val_mean_absolute_error: 377.8766
Epoch 1218/5000
148/148 [==============================] - 0s 27us/step - loss: 95462.7578 - mean_absolute_error: 265.4190 - val_loss: 159558.7871 - val_mean_absolute_error: 377.8756
Epoch 1219/5000
148/148 [==============================] - 0s 41us/step - loss: 95462.2344 - mean_absolute_error: 265.4181 - val_loss: 159558.0038 - val_mean_absolute_error: 377.8747
Epoch 1220/5000
148/148 [==============================] - 0s 27us/step - loss: 95461.7031 - mean_absolute_error: 265.4171 - val_loss: 159557.2517 - val_mean_absolute_error: 377.8737
Epoch 1221/5000
148/148 [==============================] - 0s 34us/step - loss: 95461.1719 - mean_absolute_error: 265.4161 - val_loss: 159556.4996 - val_mean_absolute_error: 377.8728
Epoch 1222/5000
148/148 [==============================] - 0s 27us/step - loss: 95460.6484 - mean_absolute_error: 265.4151 - val_loss: 159555.7475 - val_mean_absolute_error: 377.8718
Epoch 1223/5000
148/148 [==============================] - 0s 27us/step - loss: 95460.1172 - mean_absolute_error: 265.4140 - val_loss: 159554.9950 - val_mean_absolute_error: 377.8708
Epoch 1224/5000
148/148 [==============================] - 0s 34us/step - loss: 95459.5781 - mean_absolute_error: 265.4130 - val_loss: 159554.2433 - val_mean_absolute_error: 377.8699
Epoch 1225/5000
148/148 [==============================] - 0s 27us/step - loss: 95459.0625 - mean_absolute_error: 265.4120 - val_loss: 159553.4754 - val_mean_absolute_error: 377.8689
Epoch 1226/5000
148/148 [==============================] - 0s 27us/step - loss: 95458.5234 - mean_absolute_error: 265.4110 - val_loss: 159552.7079 - val_mean_absolute_error: 377.8679
Epoch 1227/5000
148/148 [==============================] - 0s 27us/step - loss: 95458.0000 - mean_absolute_error: 265.4101 - val_loss: 159551.9710 - val_mean_absolute_error: 377.8669
Epoch 1228/5000
148/148 [==============================] - 0s 27us/step - loss: 95457.4609 - mean_absolute_error: 265.4091 - val_loss: 159551.2037 - val_mean_absolute_error: 377.8660
Epoch 1229/5000
148/148 [==============================] - 0s 27us/step - loss: 95456.9375 - mean_absolute_error: 265.4081 - val_loss: 159550.4669 - val_mean_absolute_error: 377.8650
Epoch 1230/5000
148/148 [==============================] - 0s 27us/step - loss: 95456.4062 - mean_absolute_error: 265.4071 - val_loss: 159549.6992 - val_mean_absolute_error: 377.8641
Epoch 1231/5000
148/148 [==============================] - 0s 34us/step - loss: 95455.8750 - mean_absolute_error: 265.4061 - val_loss: 159548.9781 - val_mean_absolute_error: 377.8631
Epoch 1232/5000
148/148 [==============================] - 0s 34us/step - loss: 95455.3516 - mean_absolute_error: 265.4051 - val_loss: 159548.2104 - val_mean_absolute_error: 377.8621
Epoch 1233/5000
148/148 [==============================] - 0s 34us/step - loss: 95454.8203 - mean_absolute_error: 265.4041 - val_loss: 159547.4429 - val_mean_absolute_error: 377.8611
Epoch 1234/5000
148/148 [==============================] - 0s 34us/step - loss: 95454.2812 - mean_absolute_error: 265.4031 - val_loss: 159546.6750 - val_mean_absolute_error: 377.8602
Epoch 1235/5000
148/148 [==============================] - 0s 27us/step - loss: 95453.7578 - mean_absolute_error: 265.4020 - val_loss: 159545.9388 - val_mean_absolute_error: 377.8592
Epoch 1236/5000
148/148 [==============================] - 0s 20us/step - loss: 95453.2266 - mean_absolute_error: 265.4011 - val_loss: 159545.1708 - val_mean_absolute_error: 377.8582
Epoch 1237/5000
148/148 [==============================] - 0s 34us/step - loss: 95452.6953 - mean_absolute_error: 265.4001 - val_loss: 159544.4188 - val_mean_absolute_error: 377.8573
Epoch 1238/5000
148/148 [==============================] - 0s 47us/step - loss: 95452.1562 - mean_absolute_error: 265.3991 - val_loss: 159543.6821 - val_mean_absolute_error: 377.8563
Epoch 1239/5000
148/148 [==============================] - 0s 34us/step - loss: 95451.6406 - mean_absolute_error: 265.3981 - val_loss: 159542.9146 - val_mean_absolute_error: 377.8553
Epoch 1240/5000
148/148 [==============================] - 0s 34us/step - loss: 95451.1016 - mean_absolute_error: 265.3971 - val_loss: 159542.1621 - val_mean_absolute_error: 377.8543
Epoch 1241/5000
148/148 [==============================] - 0s 34us/step - loss: 95450.5703 - mean_absolute_error: 265.3961 - val_loss: 159541.4100 - val_mean_absolute_error: 377.8533
Epoch 1242/5000
148/148 [==============================] - 0s 41us/step - loss: 95450.0391 - mean_absolute_error: 265.3951 - val_loss: 159540.6425 - val_mean_absolute_error: 377.8523
Epoch 1243/5000
148/148 [==============================] - 0s 27us/step - loss: 95449.5234 - mean_absolute_error: 265.3941 - val_loss: 159539.9058 - val_mean_absolute_error: 377.8514
Epoch 1244/5000
148/148 [==============================] - 0s 27us/step - loss: 95448.9844 - mean_absolute_error: 265.3931 - val_loss: 159539.1379 - val_mean_absolute_error: 377.8504
Epoch 1245/5000
148/148 [==============================] - 0s 27us/step - loss: 95448.4609 - mean_absolute_error: 265.3921 - val_loss: 159538.3863 - val_mean_absolute_error: 377.8494
Epoch 1246/5000
148/148 [==============================] - 0s 34us/step - loss: 95447.9219 - mean_absolute_error: 265.3911 - val_loss: 159537.6338 - val_mean_absolute_error: 377.8485
Epoch 1247/5000
148/148 [==============================] - 0s 34us/step - loss: 95447.3984 - mean_absolute_error: 265.3901 - val_loss: 159536.8817 - val_mean_absolute_error: 377.8475
Epoch 1248/5000
148/148 [==============================] - 0s 20us/step - loss: 95446.8672 - mean_absolute_error: 265.3891 - val_loss: 159536.1604 - val_mean_absolute_error: 377.8465
Epoch 1249/5000
148/148 [==============================] - 0s 34us/step - loss: 95446.3438 - mean_absolute_error: 265.3881 - val_loss: 159535.3775 - val_mean_absolute_error: 377.8456
Epoch 1250/5000
148/148 [==============================] - 0s 34us/step - loss: 95445.8203 - mean_absolute_error: 265.3871 - val_loss: 159534.6254 - val_mean_absolute_error: 377.8446
Epoch 1251/5000
148/148 [==============================] - 0s 27us/step - loss: 95445.2734 - mean_absolute_error: 265.3861 - val_loss: 159533.8729 - val_mean_absolute_error: 377.8436
Epoch 1252/5000
148/148 [==============================] - 0s 41us/step - loss: 95444.7266 - mean_absolute_error: 265.3851 - val_loss: 159533.1212 - val_mean_absolute_error: 377.8427
Epoch 1253/5000
148/148 [==============================] - 0s 27us/step - loss: 95444.2266 - mean_absolute_error: 265.3841 - val_loss: 159532.3533 - val_mean_absolute_error: 377.8417
Epoch 1254/5000
148/148 [==============================] - 0s 27us/step - loss: 95443.6953 - mean_absolute_error: 265.3831 - val_loss: 159531.6167 - val_mean_absolute_error: 377.8408
Epoch 1255/5000
148/148 [==============================] - 0s 27us/step - loss: 95443.1562 - mean_absolute_error: 265.3821 - val_loss: 159530.8646 - val_mean_absolute_error: 377.8398
Epoch 1256/5000
148/148 [==============================] - 0s 27us/step - loss: 95442.6250 - mean_absolute_error: 265.3812 - val_loss: 159530.1125 - val_mean_absolute_error: 377.8388
Epoch 1257/5000
148/148 [==============================] - 0s 27us/step - loss: 95442.1016 - mean_absolute_error: 265.3802 - val_loss: 159529.3446 - val_mean_absolute_error: 377.8378
Epoch 1258/5000
148/148 [==============================] - 0s 27us/step - loss: 95441.5625 - mean_absolute_error: 265.3791 - val_loss: 159528.5925 - val_mean_absolute_error: 377.8369
Epoch 1259/5000
148/148 [==============================] - 0s 27us/step - loss: 95441.0391 - mean_absolute_error: 265.3781 - val_loss: 159527.8404 - val_mean_absolute_error: 377.8359
Epoch 1260/5000
148/148 [==============================] - 0s 34us/step - loss: 95440.5156 - mean_absolute_error: 265.3772 - val_loss: 159527.0729 - val_mean_absolute_error: 377.8349
Epoch 1261/5000
148/148 [==============================] - 0s 34us/step - loss: 95439.9766 - mean_absolute_error: 265.3761 - val_loss: 159526.3050 - val_mean_absolute_error: 377.8340
Epoch 1262/5000
148/148 [==============================] - 0s 27us/step - loss: 95439.4531 - mean_absolute_error: 265.3752 - val_loss: 159525.5842 - val_mean_absolute_error: 377.8330
Epoch 1263/5000
148/148 [==============================] - 0s 27us/step - loss: 95438.9219 - mean_absolute_error: 265.3741 - val_loss: 159524.8163 - val_mean_absolute_error: 377.8319
Epoch 1264/5000
148/148 [==============================] - 0s 27us/step - loss: 95438.3906 - mean_absolute_error: 265.3731 - val_loss: 159524.0487 - val_mean_absolute_error: 377.8310
Epoch 1265/5000
148/148 [==============================] - 0s 34us/step - loss: 95437.8594 - mean_absolute_error: 265.3722 - val_loss: 159523.2967 - val_mean_absolute_error: 377.8300
Epoch 1266/5000
148/148 [==============================] - 0s 27us/step - loss: 95437.3281 - mean_absolute_error: 265.3712 - val_loss: 159522.5600 - val_mean_absolute_error: 377.8291
Epoch 1267/5000
148/148 [==============================] - 0s 34us/step - loss: 95436.8047 - mean_absolute_error: 265.3702 - val_loss: 159521.7925 - val_mean_absolute_error: 377.8281
Epoch 1268/5000
148/148 [==============================] - 0s 20us/step - loss: 95436.2734 - mean_absolute_error: 265.3691 - val_loss: 159521.0400 - val_mean_absolute_error: 377.8271
Epoch 1269/5000
148/148 [==============================] - 0s 27us/step - loss: 95435.7344 - mean_absolute_error: 265.3681 - val_loss: 159520.2883 - val_mean_absolute_error: 377.8262
Epoch 1270/5000
148/148 [==============================] - 0s 34us/step - loss: 95435.2266 - mean_absolute_error: 265.3671 - val_loss: 159519.5512 - val_mean_absolute_error: 377.8252
Epoch 1271/5000
148/148 [==============================] - 0s 34us/step - loss: 95434.6719 - mean_absolute_error: 265.3661 - val_loss: 159518.7838 - val_mean_absolute_error: 377.8242
Epoch 1272/5000
148/148 [==============================] - 0s 27us/step - loss: 95434.1562 - mean_absolute_error: 265.3651 - val_loss: 159518.0158 - val_mean_absolute_error: 377.8232
Epoch 1273/5000
148/148 [==============================] - 0s 34us/step - loss: 95433.6250 - mean_absolute_error: 265.3641 - val_loss: 159517.2796 - val_mean_absolute_error: 377.8222
Epoch 1274/5000
148/148 [==============================] - 0s 34us/step - loss: 95433.0938 - mean_absolute_error: 265.3632 - val_loss: 159516.5271 - val_mean_absolute_error: 377.8213
Epoch 1275/5000
148/148 [==============================] - 0s 27us/step - loss: 95432.5625 - mean_absolute_error: 265.3622 - val_loss: 159515.7750 - val_mean_absolute_error: 377.8203
Epoch 1276/5000
148/148 [==============================] - 0s 34us/step - loss: 95432.0234 - mean_absolute_error: 265.3612 - val_loss: 159515.0383 - val_mean_absolute_error: 377.8193
Epoch 1277/5000
148/148 [==============================] - 0s 34us/step - loss: 95431.5156 - mean_absolute_error: 265.3602 - val_loss: 159514.2708 - val_mean_absolute_error: 377.8184
Epoch 1278/5000
148/148 [==============================] - 0s 20us/step - loss: 95430.9766 - mean_absolute_error: 265.3592 - val_loss: 159513.4875 - val_mean_absolute_error: 377.8174
Epoch 1279/5000
148/148 [==============================] - 0s 34us/step - loss: 95430.4297 - mean_absolute_error: 265.3582 - val_loss: 159512.7667 - val_mean_absolute_error: 377.8165
Epoch 1280/5000
148/148 [==============================] - 0s 34us/step - loss: 95429.9219 - mean_absolute_error: 265.3572 - val_loss: 159511.9987 - val_mean_absolute_error: 377.8154
Epoch 1281/5000
148/148 [==============================] - 0s 34us/step - loss: 95429.3828 - mean_absolute_error: 265.3561 - val_loss: 159511.2467 - val_mean_absolute_error: 377.8145
Epoch 1282/5000
148/148 [==============================] - 0s 27us/step - loss: 95428.8516 - mean_absolute_error: 265.3552 - val_loss: 159510.4792 - val_mean_absolute_error: 377.8135
Epoch 1283/5000
148/148 [==============================] - 0s 34us/step - loss: 95428.3203 - mean_absolute_error: 265.3542 - val_loss: 159509.7271 - val_mean_absolute_error: 377.8126
Epoch 1284/5000
148/148 [==============================] - 0s 27us/step - loss: 95427.7969 - mean_absolute_error: 265.3532 - val_loss: 159508.9904 - val_mean_absolute_error: 377.8115
Epoch 1285/5000
148/148 [==============================] - 0s 41us/step - loss: 95427.2734 - mean_absolute_error: 265.3521 - val_loss: 159508.2225 - val_mean_absolute_error: 377.8106
Epoch 1286/5000
148/148 [==============================] - 0s 34us/step - loss: 95426.7422 - mean_absolute_error: 265.3511 - val_loss: 159507.4708 - val_mean_absolute_error: 377.8096
Epoch 1287/5000
148/148 [==============================] - 0s 20us/step - loss: 95426.2188 - mean_absolute_error: 265.3502 - val_loss: 159506.7338 - val_mean_absolute_error: 377.8086
Epoch 1288/5000
148/148 [==============================] - 0s 34us/step - loss: 95425.6719 - mean_absolute_error: 265.3492 - val_loss: 159505.9662 - val_mean_absolute_error: 377.8077
Epoch 1289/5000
148/148 [==============================] - 0s 27us/step - loss: 95425.1406 - mean_absolute_error: 265.3482 - val_loss: 159505.1829 - val_mean_absolute_error: 377.8067
Epoch 1290/5000
148/148 [==============================] - 0s 27us/step - loss: 95424.6094 - mean_absolute_error: 265.3472 - val_loss: 159504.4621 - val_mean_absolute_error: 377.8057
Epoch 1291/5000
148/148 [==============================] - 0s 34us/step - loss: 95424.0859 - mean_absolute_error: 265.3461 - val_loss: 159503.6942 - val_mean_absolute_error: 377.8048
Epoch 1292/5000
148/148 [==============================] - 0s 27us/step - loss: 95423.5547 - mean_absolute_error: 265.3452 - val_loss: 159502.9421 - val_mean_absolute_error: 377.8038
Epoch 1293/5000
148/148 [==============================] - 0s 34us/step - loss: 95423.0234 - mean_absolute_error: 265.3442 - val_loss: 159502.2054 - val_mean_absolute_error: 377.8028
Epoch 1294/5000
148/148 [==============================] - 0s 34us/step - loss: 95422.5000 - mean_absolute_error: 265.3432 - val_loss: 159501.4379 - val_mean_absolute_error: 377.8019
Epoch 1295/5000
148/148 [==============================] - 0s 34us/step - loss: 95421.9688 - mean_absolute_error: 265.3422 - val_loss: 159500.7008 - val_mean_absolute_error: 377.8009
Epoch 1296/5000
148/148 [==============================] - 0s 34us/step - loss: 95421.4375 - mean_absolute_error: 265.3412 - val_loss: 159499.9333 - val_mean_absolute_error: 377.7999
Epoch 1297/5000
148/148 [==============================] - 0s 34us/step - loss: 95420.9062 - mean_absolute_error: 265.3402 - val_loss: 159499.1812 - val_mean_absolute_error: 377.7990
Epoch 1298/5000
148/148 [==============================] - 0s 34us/step - loss: 95420.3828 - mean_absolute_error: 265.3392 - val_loss: 159498.4292 - val_mean_absolute_error: 377.7980
Epoch 1299/5000
148/148 [==============================] - 0s 34us/step - loss: 95419.8438 - mean_absolute_error: 265.3382 - val_loss: 159497.6617 - val_mean_absolute_error: 377.7971
Epoch 1300/5000
148/148 [==============================] - 0s 27us/step - loss: 95419.3047 - mean_absolute_error: 265.3372 - val_loss: 159496.9250 - val_mean_absolute_error: 377.7961
Epoch 1301/5000
148/148 [==============================] - 0s 27us/step - loss: 95418.7891 - mean_absolute_error: 265.3362 - val_loss: 159496.1729 - val_mean_absolute_error: 377.7951
Epoch 1302/5000
148/148 [==============================] - 0s 34us/step - loss: 95418.2734 - mean_absolute_error: 265.3352 - val_loss: 159495.4050 - val_mean_absolute_error: 377.7941
Epoch 1303/5000
148/148 [==============================] - 0s 27us/step - loss: 95417.7266 - mean_absolute_error: 265.3342 - val_loss: 159494.6688 - val_mean_absolute_error: 377.7932
Epoch 1304/5000
148/148 [==============================] - 0s 27us/step - loss: 95417.2031 - mean_absolute_error: 265.3332 - val_loss: 159493.9163 - val_mean_absolute_error: 377.7922
Epoch 1305/5000
148/148 [==============================] - 0s 34us/step - loss: 95416.6719 - mean_absolute_error: 265.3322 - val_loss: 159493.1487 - val_mean_absolute_error: 377.7912
Epoch 1306/5000
148/148 [==============================] - 0s 27us/step - loss: 95416.1406 - mean_absolute_error: 265.3312 - val_loss: 159492.3808 - val_mean_absolute_error: 377.7902
Epoch 1307/5000
148/148 [==============================] - 0s 27us/step - loss: 95415.6094 - mean_absolute_error: 265.3302 - val_loss: 159491.6446 - val_mean_absolute_error: 377.7893
Epoch 1308/5000
148/148 [==============================] - 0s 34us/step - loss: 95415.0781 - mean_absolute_error: 265.3292 - val_loss: 159490.8921 - val_mean_absolute_error: 377.7882
Epoch 1309/5000
148/148 [==============================] - 0s 34us/step - loss: 95414.5469 - mean_absolute_error: 265.3282 - val_loss: 159490.1092 - val_mean_absolute_error: 377.7873
Epoch 1310/5000
148/148 [==============================] - 0s 27us/step - loss: 95414.0234 - mean_absolute_error: 265.3272 - val_loss: 159489.3879 - val_mean_absolute_error: 377.7863
Epoch 1311/5000
148/148 [==============================] - 0s 34us/step - loss: 95413.5000 - mean_absolute_error: 265.3262 - val_loss: 159488.6204 - val_mean_absolute_error: 377.7853
Epoch 1312/5000
148/148 [==============================] - 0s 27us/step - loss: 95412.9688 - mean_absolute_error: 265.3253 - val_loss: 159487.8527 - val_mean_absolute_error: 377.7844
Epoch 1313/5000
148/148 [==============================] - 0s 27us/step - loss: 95412.4297 - mean_absolute_error: 265.3242 - val_loss: 159487.1004 - val_mean_absolute_error: 377.7834
Epoch 1314/5000
148/148 [==============================] - 0s 27us/step - loss: 95411.8984 - mean_absolute_error: 265.3232 - val_loss: 159486.3640 - val_mean_absolute_error: 377.7824
Epoch 1315/5000
148/148 [==============================] - 0s 34us/step - loss: 95411.3750 - mean_absolute_error: 265.3222 - val_loss: 159485.5963 - val_mean_absolute_error: 377.7814
Epoch 1316/5000
148/148 [==============================] - 0s 27us/step - loss: 95410.8516 - mean_absolute_error: 265.3212 - val_loss: 159484.8287 - val_mean_absolute_error: 377.7805
Epoch 1317/5000
148/148 [==============================] - 0s 34us/step - loss: 95410.3125 - mean_absolute_error: 265.3202 - val_loss: 159484.0921 - val_mean_absolute_error: 377.7795
Epoch 1318/5000
148/148 [==============================] - 0s 27us/step - loss: 95409.7891 - mean_absolute_error: 265.3192 - val_loss: 159483.3246 - val_mean_absolute_error: 377.7785
Epoch 1319/5000
148/148 [==============================] - 0s 34us/step - loss: 95409.2578 - mean_absolute_error: 265.3183 - val_loss: 159482.5875 - val_mean_absolute_error: 377.7776
Epoch 1320/5000
148/148 [==============================] - 0s 41us/step - loss: 95408.7266 - mean_absolute_error: 265.3173 - val_loss: 159481.8200 - val_mean_absolute_error: 377.7766
Epoch 1321/5000
148/148 [==============================] - 0s 27us/step - loss: 95408.1875 - mean_absolute_error: 265.3163 - val_loss: 159481.0833 - val_mean_absolute_error: 377.7756
Epoch 1322/5000
148/148 [==============================] - 0s 34us/step - loss: 95407.6719 - mean_absolute_error: 265.3152 - val_loss: 159480.3158 - val_mean_absolute_error: 377.7747
Epoch 1323/5000
148/148 [==============================] - 0s 27us/step - loss: 95407.1406 - mean_absolute_error: 265.3143 - val_loss: 159479.5633 - val_mean_absolute_error: 377.7737
Epoch 1324/5000
148/148 [==============================] - 0s 41us/step - loss: 95406.6016 - mean_absolute_error: 265.3133 - val_loss: 159478.8117 - val_mean_absolute_error: 377.7728
Epoch 1325/5000
148/148 [==============================] - 0s 27us/step - loss: 95406.0859 - mean_absolute_error: 265.3123 - val_loss: 159478.0746 - val_mean_absolute_error: 377.7717
Epoch 1326/5000
148/148 [==============================] - 0s 27us/step - loss: 95405.5547 - mean_absolute_error: 265.3112 - val_loss: 159477.3071 - val_mean_absolute_error: 377.7708
Epoch 1327/5000
148/148 [==============================] - 0s 34us/step - loss: 95405.0156 - mean_absolute_error: 265.3102 - val_loss: 159476.5550 - val_mean_absolute_error: 377.7698
Epoch 1328/5000
148/148 [==============================] - 0s 27us/step - loss: 95404.4844 - mean_absolute_error: 265.3092 - val_loss: 159475.8029 - val_mean_absolute_error: 377.7688
Epoch 1329/5000
148/148 [==============================] - 0s 41us/step - loss: 95403.9609 - mean_absolute_error: 265.3083 - val_loss: 159475.0354 - val_mean_absolute_error: 377.7678
Epoch 1330/5000
148/148 [==============================] - 0s 27us/step - loss: 95403.4219 - mean_absolute_error: 265.3073 - val_loss: 159474.2675 - val_mean_absolute_error: 377.7668
Epoch 1331/5000
148/148 [==============================] - 0s 34us/step - loss: 95402.8906 - mean_absolute_error: 265.3062 - val_loss: 159473.5312 - val_mean_absolute_error: 377.7659
Epoch 1332/5000
148/148 [==============================] - 0s 34us/step - loss: 95402.3750 - mean_absolute_error: 265.3053 - val_loss: 159472.7633 - val_mean_absolute_error: 377.7649
Epoch 1333/5000
148/148 [==============================] - 0s 27us/step - loss: 95401.8359 - mean_absolute_error: 265.3043 - val_loss: 159472.0267 - val_mean_absolute_error: 377.7639
Epoch 1334/5000
148/148 [==============================] - 0s 27us/step - loss: 95401.3125 - mean_absolute_error: 265.3033 - val_loss: 159471.2746 - val_mean_absolute_error: 377.7630
Epoch 1335/5000
148/148 [==============================] - 0s 27us/step - loss: 95400.7812 - mean_absolute_error: 265.3023 - val_loss: 159470.5225 - val_mean_absolute_error: 377.7620
Epoch 1336/5000
148/148 [==============================] - 0s 27us/step - loss: 95400.2578 - mean_absolute_error: 265.3012 - val_loss: 159469.7546 - val_mean_absolute_error: 377.7610
Epoch 1337/5000
148/148 [==============================] - 0s 27us/step - loss: 95399.7188 - mean_absolute_error: 265.3002 - val_loss: 159469.0025 - val_mean_absolute_error: 377.7601
Epoch 1338/5000
148/148 [==============================] - 0s 34us/step - loss: 95399.1875 - mean_absolute_error: 265.2992 - val_loss: 159468.2658 - val_mean_absolute_error: 377.7591
Epoch 1339/5000
148/148 [==============================] - 0s 34us/step - loss: 95398.6719 - mean_absolute_error: 265.2982 - val_loss: 159467.4983 - val_mean_absolute_error: 377.7582
Epoch 1340/5000
148/148 [==============================] - 0s 27us/step - loss: 95398.1328 - mean_absolute_error: 265.2973 - val_loss: 159466.7458 - val_mean_absolute_error: 377.7572
Epoch 1341/5000
148/148 [==============================] - 0s 34us/step - loss: 95397.6016 - mean_absolute_error: 265.2963 - val_loss: 159465.9942 - val_mean_absolute_error: 377.7562
Epoch 1342/5000
148/148 [==============================] - 0s 41us/step - loss: 95397.0781 - mean_absolute_error: 265.2953 - val_loss: 159465.2419 - val_mean_absolute_error: 377.7552
Epoch 1343/5000
148/148 [==============================] - 0s 27us/step - loss: 95396.5469 - mean_absolute_error: 265.2943 - val_loss: 159464.4742 - val_mean_absolute_error: 377.7543
Epoch 1344/5000
148/148 [==============================] - 0s 34us/step - loss: 95396.0078 - mean_absolute_error: 265.2933 - val_loss: 159463.7377 - val_mean_absolute_error: 377.7533
Epoch 1345/5000
148/148 [==============================] - 0s 27us/step - loss: 95395.4922 - mean_absolute_error: 265.2923 - val_loss: 159462.9700 - val_mean_absolute_error: 377.7523
Epoch 1346/5000
148/148 [==============================] - 0s 27us/step - loss: 95394.9609 - mean_absolute_error: 265.2913 - val_loss: 159462.2179 - val_mean_absolute_error: 377.7514
Epoch 1347/5000
148/148 [==============================] - 0s 41us/step - loss: 95394.4219 - mean_absolute_error: 265.2903 - val_loss: 159461.4654 - val_mean_absolute_error: 377.7503
Epoch 1348/5000
148/148 [==============================] - 0s 27us/step - loss: 95393.8828 - mean_absolute_error: 265.2893 - val_loss: 159460.7137 - val_mean_absolute_error: 377.7494
Epoch 1349/5000
148/148 [==============================] - 0s 34us/step - loss: 95393.3672 - mean_absolute_error: 265.2883 - val_loss: 159459.9458 - val_mean_absolute_error: 377.7484
Epoch 1350/5000
148/148 [==============================] - 0s 27us/step - loss: 95392.8359 - mean_absolute_error: 265.2873 - val_loss: 159459.2092 - val_mean_absolute_error: 377.7475
Epoch 1351/5000
148/148 [==============================] - 0s 34us/step - loss: 95392.3047 - mean_absolute_error: 265.2863 - val_loss: 159458.4417 - val_mean_absolute_error: 377.7465
Epoch 1352/5000
148/148 [==============================] - 0s 34us/step - loss: 95391.7734 - mean_absolute_error: 265.2853 - val_loss: 159457.7050 - val_mean_absolute_error: 377.7456
Epoch 1353/5000
148/148 [==============================] - 0s 27us/step - loss: 95391.2500 - mean_absolute_error: 265.2843 - val_loss: 159456.9371 - val_mean_absolute_error: 377.7445
Epoch 1354/5000
148/148 [==============================] - 0s 27us/step - loss: 95390.7109 - mean_absolute_error: 265.2833 - val_loss: 159456.1850 - val_mean_absolute_error: 377.7435
Epoch 1355/5000
148/148 [==============================] - 0s 27us/step - loss: 95390.1797 - mean_absolute_error: 265.2823 - val_loss: 159455.4329 - val_mean_absolute_error: 377.7426
Epoch 1356/5000
148/148 [==============================] - 0s 34us/step - loss: 95389.6641 - mean_absolute_error: 265.2813 - val_loss: 159454.6963 - val_mean_absolute_error: 377.7416
Epoch 1357/5000
148/148 [==============================] - 0s 27us/step - loss: 95389.1250 - mean_absolute_error: 265.2803 - val_loss: 159453.9133 - val_mean_absolute_error: 377.7406
Epoch 1358/5000
148/148 [==============================] - 0s 34us/step - loss: 95388.6016 - mean_absolute_error: 265.2793 - val_loss: 159453.2075 - val_mean_absolute_error: 377.7396
Epoch 1359/5000
148/148 [==============================] - 0s 27us/step - loss: 95388.0703 - mean_absolute_error: 265.2783 - val_loss: 159452.4092 - val_mean_absolute_error: 377.7387
Epoch 1360/5000
148/148 [==============================] - 0s 27us/step - loss: 95387.5391 - mean_absolute_error: 265.2773 - val_loss: 159451.6721 - val_mean_absolute_error: 377.7377
Epoch 1361/5000
148/148 [==============================] - 0s 34us/step - loss: 95387.0078 - mean_absolute_error: 265.2763 - val_loss: 159450.9204 - val_mean_absolute_error: 377.7368
Epoch 1362/5000
148/148 [==============================] - 0s 34us/step - loss: 95386.5000 - mean_absolute_error: 265.2753 - val_loss: 159450.1525 - val_mean_absolute_error: 377.7358
Epoch 1363/5000
148/148 [==============================] - 0s 27us/step - loss: 95385.9531 - mean_absolute_error: 265.2743 - val_loss: 159449.4004 - val_mean_absolute_error: 377.7348
Epoch 1364/5000
148/148 [==============================] - 0s 41us/step - loss: 95385.4219 - mean_absolute_error: 265.2733 - val_loss: 159448.6479 - val_mean_absolute_error: 377.7338
Epoch 1365/5000
148/148 [==============================] - 0s 27us/step - loss: 95384.8906 - mean_absolute_error: 265.2723 - val_loss: 159447.8808 - val_mean_absolute_error: 377.7329
Epoch 1366/5000
148/148 [==============================] - 0s 27us/step - loss: 95384.3750 - mean_absolute_error: 265.2713 - val_loss: 159447.1437 - val_mean_absolute_error: 377.7319
Epoch 1367/5000
148/148 [==============================] - 0s 27us/step - loss: 95383.8359 - mean_absolute_error: 265.2704 - val_loss: 159446.3763 - val_mean_absolute_error: 377.7310
Epoch 1368/5000
148/148 [==============================] - 0s 27us/step - loss: 95383.3047 - mean_absolute_error: 265.2693 - val_loss: 159445.6396 - val_mean_absolute_error: 377.7300
Epoch 1369/5000
148/148 [==============================] - 0s 27us/step - loss: 95382.7734 - mean_absolute_error: 265.2684 - val_loss: 159444.8875 - val_mean_absolute_error: 377.7290
Epoch 1370/5000
148/148 [==============================] - 0s 41us/step - loss: 95382.2500 - mean_absolute_error: 265.2673 - val_loss: 159444.1354 - val_mean_absolute_error: 377.7280
Epoch 1371/5000
148/148 [==============================] - 0s 27us/step - loss: 95381.7266 - mean_absolute_error: 265.2663 - val_loss: 159443.3675 - val_mean_absolute_error: 377.7271
Epoch 1372/5000
148/148 [==============================] - 0s 27us/step - loss: 95381.1797 - mean_absolute_error: 265.2653 - val_loss: 159442.6313 - val_mean_absolute_error: 377.7261
Epoch 1373/5000
148/148 [==============================] - 0s 34us/step - loss: 95380.6641 - mean_absolute_error: 265.2643 - val_loss: 159441.8633 - val_mean_absolute_error: 377.7251
Epoch 1374/5000
148/148 [==============================] - 0s 34us/step - loss: 95380.1328 - mean_absolute_error: 265.2634 - val_loss: 159441.1112 - val_mean_absolute_error: 377.7241
Epoch 1375/5000
148/148 [==============================] - 0s 27us/step - loss: 95379.5859 - mean_absolute_error: 265.2624 - val_loss: 159440.3592 - val_mean_absolute_error: 377.7231
Epoch 1376/5000
148/148 [==============================] - 0s 41us/step - loss: 95379.0781 - mean_absolute_error: 265.2613 - val_loss: 159439.5917 - val_mean_absolute_error: 377.7221
Epoch 1377/5000
148/148 [==============================] - 0s 27us/step - loss: 95378.5312 - mean_absolute_error: 265.2603 - val_loss: 159438.8546 - val_mean_absolute_error: 377.7212
Epoch 1378/5000
148/148 [==============================] - 0s 41us/step - loss: 95378.0078 - mean_absolute_error: 265.2593 - val_loss: 159438.1183 - val_mean_absolute_error: 377.7202
Epoch 1379/5000
148/148 [==============================] - 0s 34us/step - loss: 95377.4844 - mean_absolute_error: 265.2583 - val_loss: 159437.3504 - val_mean_absolute_error: 377.7193
Epoch 1380/5000
148/148 [==============================] - 0s 34us/step - loss: 95376.9609 - mean_absolute_error: 265.2574 - val_loss: 159436.5829 - val_mean_absolute_error: 377.7183
Epoch 1381/5000
148/148 [==============================] - 0s 27us/step - loss: 95376.4219 - mean_absolute_error: 265.2563 - val_loss: 159435.8306 - val_mean_absolute_error: 377.7173
Epoch 1382/5000
148/148 [==============================] - 0s 34us/step - loss: 95375.8828 - mean_absolute_error: 265.2553 - val_loss: 159435.0787 - val_mean_absolute_error: 377.7163
Epoch 1383/5000
148/148 [==============================] - 0s 34us/step - loss: 95375.3672 - mean_absolute_error: 265.2543 - val_loss: 159434.3265 - val_mean_absolute_error: 377.7154
Epoch 1384/5000
148/148 [==============================] - 0s 34us/step - loss: 95374.8281 - mean_absolute_error: 265.2533 - val_loss: 159433.5587 - val_mean_absolute_error: 377.7144
Epoch 1385/5000
148/148 [==============================] - 0s 34us/step - loss: 95374.3047 - mean_absolute_error: 265.2523 - val_loss: 159432.8379 - val_mean_absolute_error: 377.7134
Epoch 1386/5000
148/148 [==============================] - 0s 27us/step - loss: 95373.7812 - mean_absolute_error: 265.2514 - val_loss: 159432.0700 - val_mean_absolute_error: 377.7125
Epoch 1387/5000
148/148 [==============================] - 0s 34us/step - loss: 95373.2500 - mean_absolute_error: 265.2504 - val_loss: 159431.3025 - val_mean_absolute_error: 377.7115
Epoch 1388/5000
148/148 [==============================] - 0s 27us/step - loss: 95372.7188 - mean_absolute_error: 265.2494 - val_loss: 159430.5500 - val_mean_absolute_error: 377.7106
Epoch 1389/5000
148/148 [==============================] - 0s 34us/step - loss: 95372.1797 - mean_absolute_error: 265.2484 - val_loss: 159429.8292 - val_mean_absolute_error: 377.7096
Epoch 1390/5000
148/148 [==============================] - 0s 34us/step - loss: 95371.6641 - mean_absolute_error: 265.2474 - val_loss: 159429.0458 - val_mean_absolute_error: 377.7086
Epoch 1391/5000
148/148 [==============================] - 0s 34us/step - loss: 95371.1328 - mean_absolute_error: 265.2464 - val_loss: 159428.3092 - val_mean_absolute_error: 377.7076
Epoch 1392/5000
148/148 [==============================] - 0s 34us/step - loss: 95370.5938 - mean_absolute_error: 265.2454 - val_loss: 159427.5417 - val_mean_absolute_error: 377.7067
Epoch 1393/5000
148/148 [==============================] - 0s 27us/step - loss: 95370.0703 - mean_absolute_error: 265.2444 - val_loss: 159426.7896 - val_mean_absolute_error: 377.7057
Epoch 1394/5000
148/148 [==============================] - 0s 41us/step - loss: 95369.5312 - mean_absolute_error: 265.2434 - val_loss: 159426.0219 - val_mean_absolute_error: 377.7047
Epoch 1395/5000
148/148 [==============================] - 0s 27us/step - loss: 95369.0156 - mean_absolute_error: 265.2424 - val_loss: 159425.2854 - val_mean_absolute_error: 377.7038
Epoch 1396/5000
148/148 [==============================] - 0s 27us/step - loss: 95368.4922 - mean_absolute_error: 265.2414 - val_loss: 159424.5177 - val_mean_absolute_error: 377.7028
Epoch 1397/5000
148/148 [==============================] - 0s 34us/step - loss: 95367.9453 - mean_absolute_error: 265.2404 - val_loss: 159423.7654 - val_mean_absolute_error: 377.7018
Epoch 1398/5000
148/148 [==============================] - 0s 34us/step - loss: 95367.4219 - mean_absolute_error: 265.2394 - val_loss: 159423.0133 - val_mean_absolute_error: 377.7008
Epoch 1399/5000
148/148 [==============================] - 0s 41us/step - loss: 95366.8828 - mean_absolute_error: 265.2384 - val_loss: 159422.2767 - val_mean_absolute_error: 377.6998
Epoch 1400/5000
148/148 [==============================] - 0s 27us/step - loss: 95366.3672 - mean_absolute_error: 265.2374 - val_loss: 159421.5092 - val_mean_absolute_error: 377.6988
Epoch 1401/5000
148/148 [==============================] - 0s 27us/step - loss: 95365.8281 - mean_absolute_error: 265.2364 - val_loss: 159420.7412 - val_mean_absolute_error: 377.6979
Epoch 1402/5000
148/148 [==============================] - 0s 27us/step - loss: 95365.2969 - mean_absolute_error: 265.2354 - val_loss: 159420.0204 - val_mean_absolute_error: 377.6970
Epoch 1403/5000
148/148 [==============================] - 0s 27us/step - loss: 95364.7812 - mean_absolute_error: 265.2344 - val_loss: 159419.2525 - val_mean_absolute_error: 377.6959
Epoch 1404/5000
148/148 [==============================] - 0s 34us/step - loss: 95364.2500 - mean_absolute_error: 265.2333 - val_loss: 159418.5004 - val_mean_absolute_error: 377.6950
Epoch 1405/5000
148/148 [==============================] - 0s 34us/step - loss: 95363.7109 - mean_absolute_error: 265.2324 - val_loss: 159417.7483 - val_mean_absolute_error: 377.6940
Epoch 1406/5000
148/148 [==============================] - 0s 27us/step - loss: 95363.1953 - mean_absolute_error: 265.2314 - val_loss: 159416.9962 - val_mean_absolute_error: 377.6930
Epoch 1407/5000
148/148 [==============================] - 0s 27us/step - loss: 95362.6562 - mean_absolute_error: 265.2304 - val_loss: 159416.2285 - val_mean_absolute_error: 377.6921
Epoch 1408/5000
148/148 [==============================] - 0s 34us/step - loss: 95362.1250 - mean_absolute_error: 265.2294 - val_loss: 159415.4763 - val_mean_absolute_error: 377.6911
Epoch 1409/5000
148/148 [==============================] - 0s 27us/step - loss: 95361.5938 - mean_absolute_error: 265.2284 - val_loss: 159414.7244 - val_mean_absolute_error: 377.6901
Epoch 1410/5000
148/148 [==============================] - 0s 27us/step - loss: 95361.0781 - mean_absolute_error: 265.2274 - val_loss: 159413.9875 - val_mean_absolute_error: 377.6892
Epoch 1411/5000
148/148 [==============================] - 0s 34us/step - loss: 95360.5391 - mean_absolute_error: 265.2264 - val_loss: 159413.2046 - val_mean_absolute_error: 377.6882
Epoch 1412/5000
148/148 [==============================] - 0s 27us/step - loss: 95360.0078 - mean_absolute_error: 265.2254 - val_loss: 159412.4833 - val_mean_absolute_error: 377.6872
Epoch 1413/5000
148/148 [==============================] - 0s 27us/step - loss: 95359.4844 - mean_absolute_error: 265.2244 - val_loss: 159411.7004 - val_mean_absolute_error: 377.6863
Epoch 1414/5000
148/148 [==============================] - 0s 34us/step - loss: 95358.9531 - mean_absolute_error: 265.2234 - val_loss: 159410.9479 - val_mean_absolute_error: 377.6853
Epoch 1415/5000
148/148 [==============================] - 0s 34us/step - loss: 95358.4219 - mean_absolute_error: 265.2225 - val_loss: 159410.1958 - val_mean_absolute_error: 377.6843
Epoch 1416/5000
148/148 [==============================] - 0s 34us/step - loss: 95357.8828 - mean_absolute_error: 265.2214 - val_loss: 159409.4440 - val_mean_absolute_error: 377.6833
Epoch 1417/5000
148/148 [==============================] - 0s 34us/step - loss: 95357.3672 - mean_absolute_error: 265.2204 - val_loss: 159408.6762 - val_mean_absolute_error: 377.6824
Epoch 1418/5000
148/148 [==============================] - 0s 27us/step - loss: 95356.8281 - mean_absolute_error: 265.2194 - val_loss: 159407.9702 - val_mean_absolute_error: 377.6814
Epoch 1419/5000
148/148 [==============================] - 0s 34us/step - loss: 95356.2969 - mean_absolute_error: 265.2184 - val_loss: 159407.1875 - val_mean_absolute_error: 377.6804
Epoch 1420/5000
148/148 [==============================] - 0s 34us/step - loss: 95355.7812 - mean_absolute_error: 265.2174 - val_loss: 159406.4506 - val_mean_absolute_error: 377.6794
Epoch 1421/5000
148/148 [==============================] - 0s 34us/step - loss: 95355.2422 - mean_absolute_error: 265.2164 - val_loss: 159405.6675 - val_mean_absolute_error: 377.6784
Epoch 1422/5000
148/148 [==============================] - 0s 34us/step - loss: 95354.7188 - mean_absolute_error: 265.2154 - val_loss: 159404.9465 - val_mean_absolute_error: 377.6775
Epoch 1423/5000
148/148 [==============================] - 0s 27us/step - loss: 95354.1953 - mean_absolute_error: 265.2144 - val_loss: 159404.1787 - val_mean_absolute_error: 377.6765
Epoch 1424/5000
148/148 [==============================] - 0s 27us/step - loss: 95353.6562 - mean_absolute_error: 265.2134 - val_loss: 159403.4113 - val_mean_absolute_error: 377.6755
Epoch 1425/5000
148/148 [==============================] - 0s 34us/step - loss: 95353.1250 - mean_absolute_error: 265.2124 - val_loss: 159402.6588 - val_mean_absolute_error: 377.6745
Epoch 1426/5000
148/148 [==============================] - 0s 27us/step - loss: 95352.5938 - mean_absolute_error: 265.2114 - val_loss: 159401.9225 - val_mean_absolute_error: 377.6736
Epoch 1427/5000
148/148 [==============================] - 0s 27us/step - loss: 95352.0781 - mean_absolute_error: 265.2104 - val_loss: 159401.1546 - val_mean_absolute_error: 377.6726
Epoch 1428/5000
148/148 [==============================] - 0s 34us/step - loss: 95351.5391 - mean_absolute_error: 265.2094 - val_loss: 159400.4025 - val_mean_absolute_error: 377.6716
Epoch 1429/5000
148/148 [==============================] - 0s 34us/step - loss: 95350.9922 - mean_absolute_error: 265.2084 - val_loss: 159399.6504 - val_mean_absolute_error: 377.6707
Epoch 1430/5000
148/148 [==============================] - 0s 27us/step - loss: 95350.4844 - mean_absolute_error: 265.2074 - val_loss: 159398.8983 - val_mean_absolute_error: 377.6697
Epoch 1431/5000
148/148 [==============================] - 0s 34us/step - loss: 95349.9531 - mean_absolute_error: 265.2064 - val_loss: 159398.1460 - val_mean_absolute_error: 377.6687
Epoch 1432/5000
148/148 [==============================] - 0s 27us/step - loss: 95349.4219 - mean_absolute_error: 265.2054 - val_loss: 159397.3942 - val_mean_absolute_error: 377.6678
Epoch 1433/5000
148/148 [==============================] - 0s 34us/step - loss: 95348.8984 - mean_absolute_error: 265.2045 - val_loss: 159396.6419 - val_mean_absolute_error: 377.6669
Epoch 1434/5000
148/148 [==============================] - 0s 20us/step - loss: 95348.3672 - mean_absolute_error: 265.2035 - val_loss: 159395.8896 - val_mean_absolute_error: 377.6659
Epoch 1435/5000
148/148 [==============================] - 0s 27us/step - loss: 95347.8281 - mean_absolute_error: 265.2025 - val_loss: 159395.1219 - val_mean_absolute_error: 377.6649
Epoch 1436/5000
148/148 [==============================] - 0s 27us/step - loss: 95347.2891 - mean_absolute_error: 265.2015 - val_loss: 159394.3546 - val_mean_absolute_error: 377.6640
Epoch 1437/5000
148/148 [==============================] - 0s 41us/step - loss: 95346.7734 - mean_absolute_error: 265.2005 - val_loss: 159393.6177 - val_mean_absolute_error: 377.6630
Epoch 1438/5000
148/148 [==============================] - 0s 34us/step - loss: 95346.2500 - mean_absolute_error: 265.1995 - val_loss: 159392.8500 - val_mean_absolute_error: 377.6620
Epoch 1439/5000
148/148 [==============================] - 0s 34us/step - loss: 95345.7266 - mean_absolute_error: 265.1985 - val_loss: 159392.1292 - val_mean_absolute_error: 377.6610
Epoch 1440/5000
148/148 [==============================] - 0s 34us/step - loss: 95345.1953 - mean_absolute_error: 265.1975 - val_loss: 159391.3767 - val_mean_absolute_error: 377.6601
Epoch 1441/5000
148/148 [==============================] - 0s 27us/step - loss: 95344.6562 - mean_absolute_error: 265.1964 - val_loss: 159390.6092 - val_mean_absolute_error: 377.6591
Epoch 1442/5000
148/148 [==============================] - 0s 34us/step - loss: 95344.1250 - mean_absolute_error: 265.1955 - val_loss: 159389.8415 - val_mean_absolute_error: 377.6581
Epoch 1443/5000
148/148 [==============================] - 0s 34us/step - loss: 95343.5938 - mean_absolute_error: 265.1945 - val_loss: 159389.1050 - val_mean_absolute_error: 377.6571
Epoch 1444/5000
148/148 [==============================] - 0s 27us/step - loss: 95343.0781 - mean_absolute_error: 265.1935 - val_loss: 159388.3527 - val_mean_absolute_error: 377.6561
Epoch 1445/5000
148/148 [==============================] - 0s 34us/step - loss: 95342.5312 - mean_absolute_error: 265.1925 - val_loss: 159387.6004 - val_mean_absolute_error: 377.6551
Epoch 1446/5000
148/148 [==============================] - 0s 27us/step - loss: 95342.0078 - mean_absolute_error: 265.1915 - val_loss: 159386.8485 - val_mean_absolute_error: 377.6542
Epoch 1447/5000
148/148 [==============================] - 0s 34us/step - loss: 95341.4844 - mean_absolute_error: 265.1905 - val_loss: 159386.0808 - val_mean_absolute_error: 377.6532
Epoch 1448/5000
148/148 [==============================] - 0s 34us/step - loss: 95340.9531 - mean_absolute_error: 265.1895 - val_loss: 159385.3285 - val_mean_absolute_error: 377.6523
Epoch 1449/5000
148/148 [==============================] - 0s 34us/step - loss: 95340.4219 - mean_absolute_error: 265.1885 - val_loss: 159384.5921 - val_mean_absolute_error: 377.6513
Epoch 1450/5000
148/148 [==============================] - 0s 27us/step - loss: 95339.8906 - mean_absolute_error: 265.1874 - val_loss: 159383.8090 - val_mean_absolute_error: 377.6503
Epoch 1451/5000
148/148 [==============================] - 0s 27us/step - loss: 95339.3672 - mean_absolute_error: 265.1865 - val_loss: 159383.0721 - val_mean_absolute_error: 377.6493
Epoch 1452/5000
148/148 [==============================] - 0s 34us/step - loss: 95338.8281 - mean_absolute_error: 265.1855 - val_loss: 159382.3046 - val_mean_absolute_error: 377.6484
Epoch 1453/5000
148/148 [==============================] - 0s 27us/step - loss: 95338.2969 - mean_absolute_error: 265.1845 - val_loss: 159381.5679 - val_mean_absolute_error: 377.6474
Epoch 1454/5000
148/148 [==============================] - 0s 34us/step - loss: 95337.7812 - mean_absolute_error: 265.1835 - val_loss: 159380.8158 - val_mean_absolute_error: 377.6464
Epoch 1455/5000
148/148 [==============================] - 0s 34us/step - loss: 95337.2422 - mean_absolute_error: 265.1825 - val_loss: 159380.0635 - val_mean_absolute_error: 377.6454
Epoch 1456/5000
148/148 [==============================] - 0s 34us/step - loss: 95336.7188 - mean_absolute_error: 265.1815 - val_loss: 159379.2963 - val_mean_absolute_error: 377.6445
Epoch 1457/5000
148/148 [==============================] - 0s 27us/step - loss: 95336.1953 - mean_absolute_error: 265.1805 - val_loss: 159378.5594 - val_mean_absolute_error: 377.6435
Epoch 1458/5000
148/148 [==============================] - 0s 27us/step - loss: 95335.6719 - mean_absolute_error: 265.1795 - val_loss: 159377.7917 - val_mean_absolute_error: 377.6426
Epoch 1459/5000
148/148 [==============================] - 0s 27us/step - loss: 95335.1250 - mean_absolute_error: 265.1785 - val_loss: 159377.0552 - val_mean_absolute_error: 377.6416
Epoch 1460/5000
148/148 [==============================] - 0s 27us/step - loss: 95334.6016 - mean_absolute_error: 265.1776 - val_loss: 159376.2875 - val_mean_absolute_error: 377.6406
Epoch 1461/5000
148/148 [==============================] - 0s 41us/step - loss: 95334.0781 - mean_absolute_error: 265.1765 - val_loss: 159375.5506 - val_mean_absolute_error: 377.6396
Epoch 1462/5000
148/148 [==============================] - 0s 27us/step - loss: 95333.5391 - mean_absolute_error: 265.1755 - val_loss: 159374.7829 - val_mean_absolute_error: 377.6386
Epoch 1463/5000
148/148 [==============================] - 0s 34us/step - loss: 95333.0000 - mean_absolute_error: 265.1745 - val_loss: 159374.0310 - val_mean_absolute_error: 377.6377
Epoch 1464/5000
148/148 [==============================] - 0s 27us/step - loss: 95332.4844 - mean_absolute_error: 265.1735 - val_loss: 159373.2787 - val_mean_absolute_error: 377.6368
Epoch 1465/5000
148/148 [==============================] - 0s 27us/step - loss: 95331.9531 - mean_absolute_error: 265.1725 - val_loss: 159372.5113 - val_mean_absolute_error: 377.6357
Epoch 1466/5000
148/148 [==============================] - 0s 34us/step - loss: 95331.4219 - mean_absolute_error: 265.1715 - val_loss: 159371.7746 - val_mean_absolute_error: 377.6347
Epoch 1467/5000
148/148 [==============================] - 0s 27us/step - loss: 95330.8984 - mean_absolute_error: 265.1705 - val_loss: 159371.0225 - val_mean_absolute_error: 377.6337
Epoch 1468/5000
148/148 [==============================] - 0s 27us/step - loss: 95330.3750 - mean_absolute_error: 265.1695 - val_loss: 159370.2702 - val_mean_absolute_error: 377.6328
Epoch 1469/5000
148/148 [==============================] - 0s 34us/step - loss: 95329.8281 - mean_absolute_error: 265.1685 - val_loss: 159369.5183 - val_mean_absolute_error: 377.6318
Epoch 1470/5000
148/148 [==============================] - 0s 34us/step - loss: 95329.3047 - mean_absolute_error: 265.1675 - val_loss: 159368.7660 - val_mean_absolute_error: 377.6308
Epoch 1471/5000
148/148 [==============================] - 0s 27us/step - loss: 95328.7812 - mean_absolute_error: 265.1665 - val_loss: 159367.9983 - val_mean_absolute_error: 377.6299
Epoch 1472/5000
148/148 [==============================] - 0s 41us/step - loss: 95328.2422 - mean_absolute_error: 265.1655 - val_loss: 159367.2615 - val_mean_absolute_error: 377.6289
Epoch 1473/5000
148/148 [==============================] - 0s 34us/step - loss: 95327.7109 - mean_absolute_error: 265.1645 - val_loss: 159366.4942 - val_mean_absolute_error: 377.6280
Epoch 1474/5000
148/148 [==============================] - 0s 34us/step - loss: 95327.1875 - mean_absolute_error: 265.1635 - val_loss: 159365.7419 - val_mean_absolute_error: 377.6270
Epoch 1475/5000
148/148 [==============================] - 0s 34us/step - loss: 95326.6641 - mean_absolute_error: 265.1625 - val_loss: 159364.9896 - val_mean_absolute_error: 377.6260
Epoch 1476/5000
148/148 [==============================] - 0s 27us/step - loss: 95326.1250 - mean_absolute_error: 265.1615 - val_loss: 159364.2377 - val_mean_absolute_error: 377.6251
Epoch 1477/5000
148/148 [==============================] - 0s 27us/step - loss: 95325.6016 - mean_absolute_error: 265.1605 - val_loss: 159363.4700 - val_mean_absolute_error: 377.6241
Epoch 1478/5000
148/148 [==============================] - 0s 27us/step - loss: 95325.0703 - mean_absolute_error: 265.1595 - val_loss: 159362.7333 - val_mean_absolute_error: 377.6231
Epoch 1479/5000
148/148 [==============================] - 0s 27us/step - loss: 95324.5469 - mean_absolute_error: 265.1585 - val_loss: 159361.9813 - val_mean_absolute_error: 377.6222
Epoch 1480/5000
148/148 [==============================] - 0s 34us/step - loss: 95324.0234 - mean_absolute_error: 265.1576 - val_loss: 159361.2292 - val_mean_absolute_error: 377.6212
Epoch 1481/5000
148/148 [==============================] - 0s 27us/step - loss: 95323.4922 - mean_absolute_error: 265.1566 - val_loss: 159360.4615 - val_mean_absolute_error: 377.6202
Epoch 1482/5000
148/148 [==============================] - 0s 34us/step - loss: 95322.9453 - mean_absolute_error: 265.1556 - val_loss: 159359.6938 - val_mean_absolute_error: 377.6193
Epoch 1483/5000
148/148 [==============================] - 0s 34us/step - loss: 95322.4219 - mean_absolute_error: 265.1546 - val_loss: 159358.9573 - val_mean_absolute_error: 377.6183
Epoch 1484/5000
148/148 [==============================] - 0s 27us/step - loss: 95321.9062 - mean_absolute_error: 265.1536 - val_loss: 159358.2050 - val_mean_absolute_error: 377.6173
Epoch 1485/5000
148/148 [==============================] - 0s 27us/step - loss: 95321.3750 - mean_absolute_error: 265.1526 - val_loss: 159357.4375 - val_mean_absolute_error: 377.6163
Epoch 1486/5000
148/148 [==============================] - 0s 34us/step - loss: 95320.8359 - mean_absolute_error: 265.1516 - val_loss: 159356.7162 - val_mean_absolute_error: 377.6154
Epoch 1487/5000
148/148 [==============================] - 0s 34us/step - loss: 95320.3125 - mean_absolute_error: 265.1506 - val_loss: 159355.9333 - val_mean_absolute_error: 377.6144
Epoch 1488/5000
148/148 [==============================] - 0s 27us/step - loss: 95319.7812 - mean_absolute_error: 265.1496 - val_loss: 159355.1808 - val_mean_absolute_error: 377.6134
Epoch 1489/5000
148/148 [==============================] - 0s 34us/step - loss: 95319.2500 - mean_absolute_error: 265.1486 - val_loss: 159354.4292 - val_mean_absolute_error: 377.6125
Epoch 1490/5000
148/148 [==============================] - 0s 34us/step - loss: 95318.7266 - mean_absolute_error: 265.1476 - val_loss: 159353.6767 - val_mean_absolute_error: 377.6114
Epoch 1491/5000
148/148 [==============================] - 0s 34us/step - loss: 95318.1875 - mean_absolute_error: 265.1466 - val_loss: 159352.9246 - val_mean_absolute_error: 377.6105
Epoch 1492/5000
148/148 [==============================] - 0s 34us/step - loss: 95317.6641 - mean_absolute_error: 265.1456 - val_loss: 159352.1723 - val_mean_absolute_error: 377.6095
Epoch 1493/5000
148/148 [==============================] - 0s 27us/step - loss: 95317.1250 - mean_absolute_error: 265.1446 - val_loss: 159351.4204 - val_mean_absolute_error: 377.6085
Epoch 1494/5000
148/148 [==============================] - 0s 34us/step - loss: 95316.6094 - mean_absolute_error: 265.1436 - val_loss: 159350.6683 - val_mean_absolute_error: 377.6075
Epoch 1495/5000
148/148 [==============================] - 0s 41us/step - loss: 95316.0781 - mean_absolute_error: 265.1426 - val_loss: 159349.9158 - val_mean_absolute_error: 377.6066
Epoch 1496/5000
148/148 [==============================] - 0s 27us/step - loss: 95315.5469 - mean_absolute_error: 265.1415 - val_loss: 159349.1487 - val_mean_absolute_error: 377.6056
Epoch 1497/5000
148/148 [==============================] - 0s 34us/step - loss: 95315.0234 - mean_absolute_error: 265.1406 - val_loss: 159348.4117 - val_mean_absolute_error: 377.6046
Epoch 1498/5000
148/148 [==============================] - 0s 34us/step - loss: 95314.5000 - mean_absolute_error: 265.1396 - val_loss: 159347.6442 - val_mean_absolute_error: 377.6037
Epoch 1499/5000
148/148 [==============================] - 0s 20us/step - loss: 95313.9609 - mean_absolute_error: 265.1386 - val_loss: 159346.9075 - val_mean_absolute_error: 377.6027
Epoch 1500/5000
148/148 [==============================] - 0s 34us/step - loss: 95313.4297 - mean_absolute_error: 265.1376 - val_loss: 159346.1400 - val_mean_absolute_error: 377.6017
Epoch 1501/5000
148/148 [==============================] - 0s 27us/step - loss: 95312.8984 - mean_absolute_error: 265.1366 - val_loss: 159345.3875 - val_mean_absolute_error: 377.6008
Epoch 1502/5000
148/148 [==============================] - 0s 27us/step - loss: 95312.3750 - mean_absolute_error: 265.1356 - val_loss: 159344.6354 - val_mean_absolute_error: 377.5998
Epoch 1503/5000
148/148 [==============================] - 0s 34us/step - loss: 95311.8281 - mean_absolute_error: 265.1346 - val_loss: 159343.8987 - val_mean_absolute_error: 377.5988
Epoch 1504/5000
148/148 [==============================] - 0s 34us/step - loss: 95311.3203 - mean_absolute_error: 265.1336 - val_loss: 159343.1158 - val_mean_absolute_error: 377.5979
Epoch 1505/5000
148/148 [==============================] - 0s 27us/step - loss: 95310.7812 - mean_absolute_error: 265.1326 - val_loss: 159342.3792 - val_mean_absolute_error: 377.5969
Epoch 1506/5000
148/148 [==============================] - 0s 34us/step - loss: 95310.2500 - mean_absolute_error: 265.1317 - val_loss: 159341.6117 - val_mean_absolute_error: 377.5960
Epoch 1507/5000
148/148 [==============================] - 0s 27us/step - loss: 95309.7344 - mean_absolute_error: 265.1306 - val_loss: 159340.8596 - val_mean_absolute_error: 377.5949
Epoch 1508/5000
148/148 [==============================] - 0s 34us/step - loss: 95309.1953 - mean_absolute_error: 265.1296 - val_loss: 159340.1071 - val_mean_absolute_error: 377.5940
Epoch 1509/5000
148/148 [==============================] - 0s 27us/step - loss: 95308.6641 - mean_absolute_error: 265.1286 - val_loss: 159339.3863 - val_mean_absolute_error: 377.5930
Epoch 1510/5000
148/148 [==============================] - 0s 27us/step - loss: 95308.1484 - mean_absolute_error: 265.1276 - val_loss: 159338.6183 - val_mean_absolute_error: 377.5921
Epoch 1511/5000
148/148 [==============================] - 0s 34us/step - loss: 95307.6094 - mean_absolute_error: 265.1266 - val_loss: 159337.8662 - val_mean_absolute_error: 377.5910
Epoch 1512/5000
148/148 [==============================] - 0s 34us/step - loss: 95307.0781 - mean_absolute_error: 265.1256 - val_loss: 159337.0831 - val_mean_absolute_error: 377.5900
Epoch 1513/5000
148/148 [==============================] - 0s 27us/step - loss: 95306.5391 - mean_absolute_error: 265.1246 - val_loss: 159336.3621 - val_mean_absolute_error: 377.5891
Epoch 1514/5000
148/148 [==============================] - 0s 34us/step - loss: 95306.0312 - mean_absolute_error: 265.1236 - val_loss: 159335.5790 - val_mean_absolute_error: 377.5881
Epoch 1515/5000
148/148 [==============================] - 0s 27us/step - loss: 95305.5000 - mean_absolute_error: 265.1226 - val_loss: 159334.8267 - val_mean_absolute_error: 377.5871
Epoch 1516/5000
148/148 [==============================] - 0s 34us/step - loss: 95304.9609 - mean_absolute_error: 265.1216 - val_loss: 159334.1056 - val_mean_absolute_error: 377.5862
Epoch 1517/5000
148/148 [==============================] - 0s 34us/step - loss: 95304.4297 - mean_absolute_error: 265.1206 - val_loss: 159333.3379 - val_mean_absolute_error: 377.5852
Epoch 1518/5000
148/148 [==============================] - 0s 27us/step - loss: 95303.9062 - mean_absolute_error: 265.1196 - val_loss: 159332.5704 - val_mean_absolute_error: 377.5842
Epoch 1519/5000
148/148 [==============================] - 0s 34us/step - loss: 95303.3750 - mean_absolute_error: 265.1186 - val_loss: 159331.8492 - val_mean_absolute_error: 377.5833
Epoch 1520/5000
148/148 [==============================] - 0s 20us/step - loss: 95302.8594 - mean_absolute_error: 265.1176 - val_loss: 159331.0817 - val_mean_absolute_error: 377.5823
Epoch 1521/5000
148/148 [==============================] - 0s 34us/step - loss: 95302.3281 - mean_absolute_error: 265.1166 - val_loss: 159330.3140 - val_mean_absolute_error: 377.5813
Epoch 1522/5000
148/148 [==============================] - 0s 34us/step - loss: 95301.7891 - mean_absolute_error: 265.1156 - val_loss: 159329.5463 - val_mean_absolute_error: 377.5804
Epoch 1523/5000
148/148 [==============================] - 0s 34us/step - loss: 95301.2500 - mean_absolute_error: 265.1146 - val_loss: 159328.8252 - val_mean_absolute_error: 377.5794
Epoch 1524/5000
148/148 [==============================] - 0s 27us/step - loss: 95300.7266 - mean_absolute_error: 265.1136 - val_loss: 159328.0729 - val_mean_absolute_error: 377.5784
Epoch 1525/5000
148/148 [==============================] - 0s 34us/step - loss: 95300.2109 - mean_absolute_error: 265.1126 - val_loss: 159327.2898 - val_mean_absolute_error: 377.5775
Epoch 1526/5000
148/148 [==============================] - 0s 27us/step - loss: 95299.6719 - mean_absolute_error: 265.1117 - val_loss: 159326.5533 - val_mean_absolute_error: 377.5765
Epoch 1527/5000
148/148 [==============================] - 0s 34us/step - loss: 95299.1484 - mean_absolute_error: 265.1107 - val_loss: 159325.7856 - val_mean_absolute_error: 377.5755
Epoch 1528/5000
148/148 [==============================] - 0s 27us/step - loss: 95298.6250 - mean_absolute_error: 265.1097 - val_loss: 159325.0333 - val_mean_absolute_error: 377.5746
Epoch 1529/5000
148/148 [==============================] - 0s 34us/step - loss: 95298.0859 - mean_absolute_error: 265.1087 - val_loss: 159324.3123 - val_mean_absolute_error: 377.5736
Epoch 1530/5000
148/148 [==============================] - 0s 34us/step - loss: 95297.5547 - mean_absolute_error: 265.1077 - val_loss: 159323.5292 - val_mean_absolute_error: 377.5726
Epoch 1531/5000
148/148 [==============================] - 0s 34us/step - loss: 95297.0312 - mean_absolute_error: 265.1067 - val_loss: 159322.7617 - val_mean_absolute_error: 377.5716
Epoch 1532/5000
148/148 [==============================] - 0s 27us/step - loss: 95296.4922 - mean_absolute_error: 265.1057 - val_loss: 159322.0246 - val_mean_absolute_error: 377.5707
Epoch 1533/5000
148/148 [==============================] - 0s 41us/step - loss: 95295.9609 - mean_absolute_error: 265.1047 - val_loss: 159321.2729 - val_mean_absolute_error: 377.5697
Epoch 1534/5000
148/148 [==============================] - 0s 27us/step - loss: 95295.4531 - mean_absolute_error: 265.1037 - val_loss: 159320.5206 - val_mean_absolute_error: 377.5688
Epoch 1535/5000
148/148 [==============================] - 0s 34us/step - loss: 95294.9141 - mean_absolute_error: 265.1027 - val_loss: 159319.7683 - val_mean_absolute_error: 377.5677
Epoch 1536/5000
148/148 [==============================] - 0s 27us/step - loss: 95294.3750 - mean_absolute_error: 265.1017 - val_loss: 159319.0165 - val_mean_absolute_error: 377.5667
Epoch 1537/5000
148/148 [==============================] - 0s 41us/step - loss: 95293.8594 - mean_absolute_error: 265.1007 - val_loss: 159318.2642 - val_mean_absolute_error: 377.5658
Epoch 1538/5000
148/148 [==============================] - 0s 27us/step - loss: 95293.3281 - mean_absolute_error: 265.0997 - val_loss: 159317.5119 - val_mean_absolute_error: 377.5648
Epoch 1539/5000
148/148 [==============================] - 0s 34us/step - loss: 95292.7891 - mean_absolute_error: 265.0987 - val_loss: 159316.7600 - val_mean_absolute_error: 377.5639
Epoch 1540/5000
148/148 [==============================] - 0s 27us/step - loss: 95292.2734 - mean_absolute_error: 265.0977 - val_loss: 159316.0077 - val_mean_absolute_error: 377.5629
Epoch 1541/5000
148/148 [==============================] - 0s 27us/step - loss: 95291.7422 - mean_absolute_error: 265.0966 - val_loss: 159315.2554 - val_mean_absolute_error: 377.5619
Epoch 1542/5000
148/148 [==============================] - 0s 20us/step - loss: 95291.2031 - mean_absolute_error: 265.0956 - val_loss: 159314.4879 - val_mean_absolute_error: 377.5609
Epoch 1543/5000
148/148 [==============================] - 0s 41us/step - loss: 95290.6719 - mean_absolute_error: 265.0947 - val_loss: 159313.7513 - val_mean_absolute_error: 377.5600
Epoch 1544/5000
148/148 [==============================] - 0s 27us/step - loss: 95290.1562 - mean_absolute_error: 265.0937 - val_loss: 159312.9992 - val_mean_absolute_error: 377.5590
Epoch 1545/5000
148/148 [==============================] - 0s 34us/step - loss: 95289.6250 - mean_absolute_error: 265.0927 - val_loss: 159312.2315 - val_mean_absolute_error: 377.5580
Epoch 1546/5000
148/148 [==============================] - 0s 34us/step - loss: 95289.0859 - mean_absolute_error: 265.0917 - val_loss: 159311.4950 - val_mean_absolute_error: 377.5571
Epoch 1547/5000
148/148 [==============================] - 0s 27us/step - loss: 95288.5703 - mean_absolute_error: 265.0907 - val_loss: 159310.7273 - val_mean_absolute_error: 377.5561
Epoch 1548/5000
148/148 [==============================] - 0s 27us/step - loss: 95288.0312 - mean_absolute_error: 265.0897 - val_loss: 159309.9750 - val_mean_absolute_error: 377.5551
Epoch 1549/5000
148/148 [==============================] - 0s 27us/step - loss: 95287.5078 - mean_absolute_error: 265.0887 - val_loss: 159309.2385 - val_mean_absolute_error: 377.5542
Epoch 1550/5000
148/148 [==============================] - 0s 34us/step - loss: 95286.9766 - mean_absolute_error: 265.0877 - val_loss: 159308.4708 - val_mean_absolute_error: 377.5532
Epoch 1551/5000
148/148 [==============================] - 0s 34us/step - loss: 95286.4531 - mean_absolute_error: 265.0867 - val_loss: 159307.7185 - val_mean_absolute_error: 377.5522
Epoch 1552/5000
148/148 [==============================] - 0s 34us/step - loss: 95285.9141 - mean_absolute_error: 265.0858 - val_loss: 159306.9662 - val_mean_absolute_error: 377.5512
Epoch 1553/5000
148/148 [==============================] - 0s 34us/step - loss: 95285.3750 - mean_absolute_error: 265.0847 - val_loss: 159306.1990 - val_mean_absolute_error: 377.5503
Epoch 1554/5000
148/148 [==============================] - 0s 34us/step - loss: 95284.8594 - mean_absolute_error: 265.0837 - val_loss: 159305.4621 - val_mean_absolute_error: 377.5493
Epoch 1555/5000
148/148 [==============================] - 0s 27us/step - loss: 95284.3281 - mean_absolute_error: 265.0827 - val_loss: 159304.6946 - val_mean_absolute_error: 377.5483
Epoch 1556/5000
148/148 [==============================] - 0s 34us/step - loss: 95283.8047 - mean_absolute_error: 265.0817 - val_loss: 159303.9579 - val_mean_absolute_error: 377.5473
Epoch 1557/5000
148/148 [==============================] - 0s 41us/step - loss: 95283.2734 - mean_absolute_error: 265.0807 - val_loss: 159303.1904 - val_mean_absolute_error: 377.5463
Epoch 1558/5000
148/148 [==============================] - 0s 27us/step - loss: 95282.7422 - mean_absolute_error: 265.0797 - val_loss: 159302.4381 - val_mean_absolute_error: 377.5453
Epoch 1559/5000
148/148 [==============================] - 0s 34us/step - loss: 95282.2188 - mean_absolute_error: 265.0786 - val_loss: 159301.6862 - val_mean_absolute_error: 377.5444
Epoch 1560/5000
148/148 [==============================] - 0s 27us/step - loss: 95281.6875 - mean_absolute_error: 265.0777 - val_loss: 159300.9340 - val_mean_absolute_error: 377.5434
Epoch 1561/5000
148/148 [==============================] - 0s 27us/step - loss: 95281.1641 - mean_absolute_error: 265.0767 - val_loss: 159300.1663 - val_mean_absolute_error: 377.5424
Epoch 1562/5000
148/148 [==============================] - 0s 27us/step - loss: 95280.6250 - mean_absolute_error: 265.0757 - val_loss: 159299.4296 - val_mean_absolute_error: 377.5415
Epoch 1563/5000
148/148 [==============================] - 0s 34us/step - loss: 95280.0781 - mean_absolute_error: 265.0747 - val_loss: 159298.6775 - val_mean_absolute_error: 377.5405
Epoch 1564/5000
148/148 [==============================] - 0s 27us/step - loss: 95279.5703 - mean_absolute_error: 265.0737 - val_loss: 159297.9100 - val_mean_absolute_error: 377.5395
Epoch 1565/5000
148/148 [==============================] - 0s 41us/step - loss: 95279.0391 - mean_absolute_error: 265.0727 - val_loss: 159297.1575 - val_mean_absolute_error: 377.5385
Epoch 1566/5000
148/148 [==============================] - 0s 27us/step - loss: 95278.5000 - mean_absolute_error: 265.0717 - val_loss: 159296.4058 - val_mean_absolute_error: 377.5376
Epoch 1567/5000
148/148 [==============================] - 0s 27us/step - loss: 95277.9844 - mean_absolute_error: 265.0707 - val_loss: 159295.6533 - val_mean_absolute_error: 377.5366
Epoch 1568/5000
148/148 [==============================] - 0s 34us/step - loss: 95277.4531 - mean_absolute_error: 265.0697 - val_loss: 159294.9012 - val_mean_absolute_error: 377.5357
Epoch 1569/5000
148/148 [==============================] - 0s 41us/step - loss: 95276.9219 - mean_absolute_error: 265.0687 - val_loss: 159294.1492 - val_mean_absolute_error: 377.5348
Epoch 1570/5000
148/148 [==============================] - 0s 20us/step - loss: 95276.3984 - mean_absolute_error: 265.0677 - val_loss: 159293.3971 - val_mean_absolute_error: 377.5338
Epoch 1571/5000
148/148 [==============================] - 0s 34us/step - loss: 95275.8750 - mean_absolute_error: 265.0667 - val_loss: 159292.6450 - val_mean_absolute_error: 377.5328
Epoch 1572/5000
148/148 [==============================] - 0s 27us/step - loss: 95275.3359 - mean_absolute_error: 265.0658 - val_loss: 159291.8929 - val_mean_absolute_error: 377.5319
Epoch 1573/5000
148/148 [==============================] - 0s 27us/step - loss: 95274.8203 - mean_absolute_error: 265.0648 - val_loss: 159291.1408 - val_mean_absolute_error: 377.5309
Epoch 1574/5000
148/148 [==============================] - 0s 41us/step - loss: 95274.2812 - mean_absolute_error: 265.0638 - val_loss: 159290.3729 - val_mean_absolute_error: 377.5299
Epoch 1575/5000
148/148 [==============================] - 0s 27us/step - loss: 95273.7422 - mean_absolute_error: 265.0628 - val_loss: 159289.6208 - val_mean_absolute_error: 377.5289
Epoch 1576/5000
148/148 [==============================] - 0s 27us/step - loss: 95273.2188 - mean_absolute_error: 265.0617 - val_loss: 159288.8842 - val_mean_absolute_error: 377.5279
Epoch 1577/5000
148/148 [==============================] - 0s 34us/step - loss: 95272.6953 - mean_absolute_error: 265.0608 - val_loss: 159288.1321 - val_mean_absolute_error: 377.5270
Epoch 1578/5000
148/148 [==============================] - 0s 27us/step - loss: 95272.1641 - mean_absolute_error: 265.0598 - val_loss: 159287.3644 - val_mean_absolute_error: 377.5260
Epoch 1579/5000
148/148 [==============================] - 0s 34us/step - loss: 95271.6250 - mean_absolute_error: 265.0587 - val_loss: 159286.6279 - val_mean_absolute_error: 377.5250
Epoch 1580/5000
148/148 [==============================] - 0s 27us/step - loss: 95271.1094 - mean_absolute_error: 265.0578 - val_loss: 159285.8604 - val_mean_absolute_error: 377.5241
Epoch 1581/5000
148/148 [==============================] - 0s 34us/step - loss: 95270.5781 - mean_absolute_error: 265.0568 - val_loss: 159285.1233 - val_mean_absolute_error: 377.5230
Epoch 1582/5000
148/148 [==============================] - 0s 27us/step - loss: 95270.0469 - mean_absolute_error: 265.0558 - val_loss: 159284.3717 - val_mean_absolute_error: 377.5221
Epoch 1583/5000
148/148 [==============================] - 0s 34us/step - loss: 95269.5234 - mean_absolute_error: 265.0548 - val_loss: 159283.6038 - val_mean_absolute_error: 377.5211
Epoch 1584/5000
148/148 [==============================] - 0s 27us/step - loss: 95268.9922 - mean_absolute_error: 265.0538 - val_loss: 159282.8671 - val_mean_absolute_error: 377.5202
Epoch 1585/5000
148/148 [==============================] - 0s 34us/step - loss: 95268.4688 - mean_absolute_error: 265.0528 - val_loss: 159282.0840 - val_mean_absolute_error: 377.5192
Epoch 1586/5000
148/148 [==============================] - 0s 41us/step - loss: 95267.9219 - mean_absolute_error: 265.0518 - val_loss: 159281.3475 - val_mean_absolute_error: 377.5182
Epoch 1587/5000
148/148 [==============================] - 0s 27us/step - loss: 95267.4062 - mean_absolute_error: 265.0507 - val_loss: 159280.6106 - val_mean_absolute_error: 377.5172
Epoch 1588/5000
148/148 [==============================] - 0s 34us/step - loss: 95266.8750 - mean_absolute_error: 265.0497 - val_loss: 159279.8275 - val_mean_absolute_error: 377.5163
Epoch 1589/5000
148/148 [==============================] - 0s 34us/step - loss: 95266.3359 - mean_absolute_error: 265.0488 - val_loss: 159279.1065 - val_mean_absolute_error: 377.5153
Epoch 1590/5000
148/148 [==============================] - 0s 34us/step - loss: 95265.8281 - mean_absolute_error: 265.0478 - val_loss: 159278.3387 - val_mean_absolute_error: 377.5143
Epoch 1591/5000
148/148 [==============================] - 0s 27us/step - loss: 95265.2812 - mean_absolute_error: 265.0468 - val_loss: 159277.5713 - val_mean_absolute_error: 377.5134
Epoch 1592/5000
148/148 [==============================] - 0s 34us/step - loss: 95264.7578 - mean_absolute_error: 265.0458 - val_loss: 159276.8346 - val_mean_absolute_error: 377.5124
Epoch 1593/5000
148/148 [==============================] - 0s 34us/step - loss: 95264.2344 - mean_absolute_error: 265.0448 - val_loss: 159276.0825 - val_mean_absolute_error: 377.5114
Epoch 1594/5000
148/148 [==============================] - 0s 27us/step - loss: 95263.7031 - mean_absolute_error: 265.0438 - val_loss: 159275.2992 - val_mean_absolute_error: 377.5105
Epoch 1595/5000
148/148 [==============================] - 0s 27us/step - loss: 95263.1719 - mean_absolute_error: 265.0428 - val_loss: 159274.5783 - val_mean_absolute_error: 377.5095
Epoch 1596/5000
148/148 [==============================] - 0s 34us/step - loss: 95262.6484 - mean_absolute_error: 265.0418 - val_loss: 159273.8106 - val_mean_absolute_error: 377.5085
Epoch 1597/5000
148/148 [==============================] - 0s 27us/step - loss: 95262.1250 - mean_absolute_error: 265.0408 - val_loss: 159273.0738 - val_mean_absolute_error: 377.5076
Epoch 1598/5000
148/148 [==============================] - 0s 27us/step - loss: 95261.5781 - mean_absolute_error: 265.0399 - val_loss: 159272.3060 - val_mean_absolute_error: 377.5065
Epoch 1599/5000
148/148 [==============================] - 0s 34us/step - loss: 95261.0547 - mean_absolute_error: 265.0388 - val_loss: 159271.5542 - val_mean_absolute_error: 377.5056
Epoch 1600/5000
148/148 [==============================] - 0s 34us/step - loss: 95260.5312 - mean_absolute_error: 265.0378 - val_loss: 159270.7865 - val_mean_absolute_error: 377.5046
Epoch 1601/5000
148/148 [==============================] - 0s 34us/step - loss: 95260.0000 - mean_absolute_error: 265.0368 - val_loss: 159270.0496 - val_mean_absolute_error: 377.5037
Epoch 1602/5000
148/148 [==============================] - 0s 34us/step - loss: 95259.4688 - mean_absolute_error: 265.0358 - val_loss: 159269.2977 - val_mean_absolute_error: 377.5027
Epoch 1603/5000
148/148 [==============================] - 0s 27us/step - loss: 95258.9453 - mean_absolute_error: 265.0349 - val_loss: 159268.5454 - val_mean_absolute_error: 377.5017
Epoch 1604/5000
148/148 [==============================] - 0s 27us/step - loss: 95258.4062 - mean_absolute_error: 265.0338 - val_loss: 159267.7779 - val_mean_absolute_error: 377.5007
Epoch 1605/5000
148/148 [==============================] - 0s 27us/step - loss: 95257.8750 - mean_absolute_error: 265.0328 - val_loss: 159267.0567 - val_mean_absolute_error: 377.4997
Epoch 1606/5000
148/148 [==============================] - 0s 34us/step - loss: 95257.3594 - mean_absolute_error: 265.0318 - val_loss: 159266.2737 - val_mean_absolute_error: 377.4988
Epoch 1607/5000
148/148 [==============================] - 0s 27us/step - loss: 95256.8359 - mean_absolute_error: 265.0308 - val_loss: 159265.5215 - val_mean_absolute_error: 377.4978
Epoch 1608/5000
148/148 [==============================] - 0s 34us/step - loss: 95256.2969 - mean_absolute_error: 265.0298 - val_loss: 159264.7692 - val_mean_absolute_error: 377.4968
Epoch 1609/5000
148/148 [==============================] - 0s 34us/step - loss: 95255.7656 - mean_absolute_error: 265.0288 - val_loss: 159264.0327 - val_mean_absolute_error: 377.4958
Epoch 1610/5000
148/148 [==============================] - 0s 27us/step - loss: 95255.2344 - mean_absolute_error: 265.0278 - val_loss: 159263.2650 - val_mean_absolute_error: 377.4949
Epoch 1611/5000
148/148 [==============================] - 0s 27us/step - loss: 95254.7109 - mean_absolute_error: 265.0268 - val_loss: 159262.5127 - val_mean_absolute_error: 377.4939
Epoch 1612/5000
148/148 [==============================] - 0s 34us/step - loss: 95254.1719 - mean_absolute_error: 265.0258 - val_loss: 159261.7608 - val_mean_absolute_error: 377.4929
Epoch 1613/5000
148/148 [==============================] - 0s 34us/step - loss: 95253.6641 - mean_absolute_error: 265.0248 - val_loss: 159260.9931 - val_mean_absolute_error: 377.4920
Epoch 1614/5000
148/148 [==============================] - 0s 34us/step - loss: 95253.1250 - mean_absolute_error: 265.0238 - val_loss: 159260.2563 - val_mean_absolute_error: 377.4910
Epoch 1615/5000
148/148 [==============================] - 0s 27us/step - loss: 95252.5938 - mean_absolute_error: 265.0228 - val_loss: 159259.5200 - val_mean_absolute_error: 377.4901
Epoch 1616/5000
148/148 [==============================] - 0s 27us/step - loss: 95252.0781 - mean_absolute_error: 265.0219 - val_loss: 159258.7521 - val_mean_absolute_error: 377.4891
Epoch 1617/5000
148/148 [==============================] - 0s 27us/step - loss: 95251.5312 - mean_absolute_error: 265.0208 - val_loss: 159257.9846 - val_mean_absolute_error: 377.4881
Epoch 1618/5000
148/148 [==============================] - 0s 27us/step - loss: 95251.0078 - mean_absolute_error: 265.0199 - val_loss: 159257.2477 - val_mean_absolute_error: 377.4872
Epoch 1619/5000
148/148 [==============================] - 0s 27us/step - loss: 95250.4766 - mean_absolute_error: 265.0189 - val_loss: 159256.4958 - val_mean_absolute_error: 377.4862
Epoch 1620/5000
148/148 [==============================] - 0s 41us/step - loss: 95249.9531 - mean_absolute_error: 265.0179 - val_loss: 159255.7437 - val_mean_absolute_error: 377.4852
Epoch 1621/5000
148/148 [==============================] - 0s 27us/step - loss: 95249.4141 - mean_absolute_error: 265.0169 - val_loss: 159254.9758 - val_mean_absolute_error: 377.4842
Epoch 1622/5000
148/148 [==============================] - 0s 27us/step - loss: 95248.8828 - mean_absolute_error: 265.0158 - val_loss: 159254.2396 - val_mean_absolute_error: 377.4833
Epoch 1623/5000
148/148 [==============================] - 0s 34us/step - loss: 95248.3672 - mean_absolute_error: 265.0149 - val_loss: 159253.4717 - val_mean_absolute_error: 377.4823
Epoch 1624/5000
148/148 [==============================] - 0s 34us/step - loss: 95247.8359 - mean_absolute_error: 265.0138 - val_loss: 159252.7042 - val_mean_absolute_error: 377.4814
Epoch 1625/5000
148/148 [==============================] - 0s 34us/step - loss: 95247.3047 - mean_absolute_error: 265.0129 - val_loss: 159251.9829 - val_mean_absolute_error: 377.4804
Epoch 1626/5000
148/148 [==============================] - 0s 34us/step - loss: 95246.7891 - mean_absolute_error: 265.0119 - val_loss: 159251.2308 - val_mean_absolute_error: 377.4794
Epoch 1627/5000
148/148 [==============================] - 0s 34us/step - loss: 95246.2422 - mean_absolute_error: 265.0109 - val_loss: 159250.4785 - val_mean_absolute_error: 377.4784
Epoch 1628/5000
148/148 [==============================] - 0s 27us/step - loss: 95245.7109 - mean_absolute_error: 265.0099 - val_loss: 159249.7267 - val_mean_absolute_error: 377.4774
Epoch 1629/5000
148/148 [==============================] - 0s 34us/step - loss: 95245.1953 - mean_absolute_error: 265.0089 - val_loss: 159248.9592 - val_mean_absolute_error: 377.4764
Epoch 1630/5000
148/148 [==============================] - 0s 27us/step - loss: 95244.6641 - mean_absolute_error: 265.0079 - val_loss: 159248.2221 - val_mean_absolute_error: 377.4755
Epoch 1631/5000
148/148 [==============================] - 0s 27us/step - loss: 95244.1250 - mean_absolute_error: 265.0069 - val_loss: 159247.4237 - val_mean_absolute_error: 377.4745
Epoch 1632/5000
148/148 [==============================] - 0s 41us/step - loss: 95243.5859 - mean_absolute_error: 265.0059 - val_loss: 159246.7025 - val_mean_absolute_error: 377.4735
Epoch 1633/5000
148/148 [==============================] - 0s 34us/step - loss: 95243.0781 - mean_absolute_error: 265.0048 - val_loss: 159245.9504 - val_mean_absolute_error: 377.4725
Epoch 1634/5000
148/148 [==============================] - 0s 27us/step - loss: 95242.5547 - mean_absolute_error: 265.0038 - val_loss: 159245.1981 - val_mean_absolute_error: 377.4716
Epoch 1635/5000
148/148 [==============================] - 0s 27us/step - loss: 95242.0078 - mean_absolute_error: 265.0029 - val_loss: 159244.4463 - val_mean_absolute_error: 377.4706
Epoch 1636/5000
148/148 [==============================] - 0s 34us/step - loss: 95241.4844 - mean_absolute_error: 265.0019 - val_loss: 159243.6940 - val_mean_absolute_error: 377.4696
Epoch 1637/5000
148/148 [==============================] - 0s 34us/step - loss: 95240.9531 - mean_absolute_error: 265.0009 - val_loss: 159242.9262 - val_mean_absolute_error: 377.4687
Epoch 1638/5000
148/148 [==============================] - 0s 27us/step - loss: 95240.4219 - mean_absolute_error: 264.9999 - val_loss: 159242.2052 - val_mean_absolute_error: 377.4677
Epoch 1639/5000
148/148 [==============================] - 0s 34us/step - loss: 95239.8984 - mean_absolute_error: 264.9989 - val_loss: 159241.4221 - val_mean_absolute_error: 377.4667
Epoch 1640/5000
148/148 [==============================] - 0s 27us/step - loss: 95239.3750 - mean_absolute_error: 264.9979 - val_loss: 159240.6700 - val_mean_absolute_error: 377.4658
Epoch 1641/5000
148/148 [==============================] - 0s 34us/step - loss: 95238.8516 - mean_absolute_error: 264.9969 - val_loss: 159239.9021 - val_mean_absolute_error: 377.4648
Epoch 1642/5000
148/148 [==============================] - 0s 34us/step - loss: 95238.3047 - mean_absolute_error: 264.9959 - val_loss: 159239.1658 - val_mean_absolute_error: 377.4639
Epoch 1643/5000
148/148 [==============================] - 0s 27us/step - loss: 95237.7812 - mean_absolute_error: 264.9949 - val_loss: 159238.4135 - val_mean_absolute_error: 377.4629
Epoch 1644/5000
148/148 [==============================] - 0s 34us/step - loss: 95237.2578 - mean_absolute_error: 264.9940 - val_loss: 159237.6613 - val_mean_absolute_error: 377.4619
Epoch 1645/5000
148/148 [==============================] - 0s 27us/step - loss: 95236.7266 - mean_absolute_error: 264.9929 - val_loss: 159236.8940 - val_mean_absolute_error: 377.4609
Epoch 1646/5000
148/148 [==============================] - 0s 27us/step - loss: 95236.2031 - mean_absolute_error: 264.9919 - val_loss: 159236.1725 - val_mean_absolute_error: 377.4600
Epoch 1647/5000
148/148 [==============================] - 0s 34us/step - loss: 95235.6719 - mean_absolute_error: 264.9909 - val_loss: 159235.3894 - val_mean_absolute_error: 377.4590
Epoch 1648/5000
148/148 [==============================] - 0s 34us/step - loss: 95235.1328 - mean_absolute_error: 264.9899 - val_loss: 159234.6529 - val_mean_absolute_error: 377.4580
Epoch 1649/5000
148/148 [==============================] - 0s 27us/step - loss: 95234.6172 - mean_absolute_error: 264.9889 - val_loss: 159233.9006 - val_mean_absolute_error: 377.4570
Epoch 1650/5000
148/148 [==============================] - 0s 27us/step - loss: 95234.0781 - mean_absolute_error: 264.9879 - val_loss: 159233.1329 - val_mean_absolute_error: 377.4560
Epoch 1651/5000
148/148 [==============================] - 0s 34us/step - loss: 95233.5547 - mean_absolute_error: 264.9869 - val_loss: 159232.3813 - val_mean_absolute_error: 377.4550
Epoch 1652/5000
148/148 [==============================] - 0s 27us/step - loss: 95233.0234 - mean_absolute_error: 264.9859 - val_loss: 159231.6442 - val_mean_absolute_error: 377.4541
Epoch 1653/5000
148/148 [==============================] - 0s 34us/step - loss: 95232.5000 - mean_absolute_error: 264.9849 - val_loss: 159230.8767 - val_mean_absolute_error: 377.4531
Epoch 1654/5000
148/148 [==============================] - 0s 34us/step - loss: 95231.9688 - mean_absolute_error: 264.9839 - val_loss: 159230.1244 - val_mean_absolute_error: 377.4521
Epoch 1655/5000
148/148 [==============================] - 0s 27us/step - loss: 95231.4297 - mean_absolute_error: 264.9829 - val_loss: 159229.3725 - val_mean_absolute_error: 377.4512
Epoch 1656/5000
148/148 [==============================] - 0s 34us/step - loss: 95230.9141 - mean_absolute_error: 264.9819 - val_loss: 159228.6202 - val_mean_absolute_error: 377.4502
Epoch 1657/5000
148/148 [==============================] - 0s 27us/step - loss: 95230.3828 - mean_absolute_error: 264.9809 - val_loss: 159227.8679 - val_mean_absolute_error: 377.4492
Epoch 1658/5000
148/148 [==============================] - 0s 34us/step - loss: 95229.8438 - mean_absolute_error: 264.9799 - val_loss: 159227.1315 - val_mean_absolute_error: 377.4483
Epoch 1659/5000
148/148 [==============================] - 0s 41us/step - loss: 95229.3281 - mean_absolute_error: 264.9789 - val_loss: 159226.3637 - val_mean_absolute_error: 377.4473
Epoch 1660/5000
148/148 [==============================] - 0s 34us/step - loss: 95228.7969 - mean_absolute_error: 264.9779 - val_loss: 159225.5960 - val_mean_absolute_error: 377.4463
Epoch 1661/5000
148/148 [==============================] - 0s 27us/step - loss: 95228.2500 - mean_absolute_error: 264.9769 - val_loss: 159224.8596 - val_mean_absolute_error: 377.4454
Epoch 1662/5000
148/148 [==============================] - 0s 34us/step - loss: 95227.7422 - mean_absolute_error: 264.9760 - val_loss: 159224.0921 - val_mean_absolute_error: 377.4444
Epoch 1663/5000
148/148 [==============================] - 0s 34us/step - loss: 95227.2109 - mean_absolute_error: 264.9749 - val_loss: 159223.3550 - val_mean_absolute_error: 377.4434
Epoch 1664/5000
148/148 [==============================] - 0s 27us/step - loss: 95226.6875 - mean_absolute_error: 264.9740 - val_loss: 159222.5875 - val_mean_absolute_error: 377.4425
Epoch 1665/5000
148/148 [==============================] - 0s 27us/step - loss: 95226.1406 - mean_absolute_error: 264.9730 - val_loss: 159221.8510 - val_mean_absolute_error: 377.4415
Epoch 1666/5000
148/148 [==============================] - 0s 27us/step - loss: 95225.6250 - mean_absolute_error: 264.9720 - val_loss: 159221.0833 - val_mean_absolute_error: 377.4406
Epoch 1667/5000
148/148 [==============================] - 0s 27us/step - loss: 95225.0938 - mean_absolute_error: 264.9710 - val_loss: 159220.3312 - val_mean_absolute_error: 377.4395
Epoch 1668/5000
148/148 [==============================] - 0s 34us/step - loss: 95224.5625 - mean_absolute_error: 264.9699 - val_loss: 159219.5946 - val_mean_absolute_error: 377.4386
Epoch 1669/5000
148/148 [==============================] - 0s 27us/step - loss: 95224.0312 - mean_absolute_error: 264.9690 - val_loss: 159218.8425 - val_mean_absolute_error: 377.4376
Epoch 1670/5000
148/148 [==============================] - 0s 34us/step - loss: 95223.5000 - mean_absolute_error: 264.9680 - val_loss: 159218.0746 - val_mean_absolute_error: 377.4367
Epoch 1671/5000
148/148 [==============================] - 0s 34us/step - loss: 95222.9766 - mean_absolute_error: 264.9670 - val_loss: 159217.3383 - val_mean_absolute_error: 377.4357
Epoch 1672/5000
148/148 [==============================] - 0s 27us/step - loss: 95222.4688 - mean_absolute_error: 264.9660 - val_loss: 159216.5704 - val_mean_absolute_error: 377.4347
Epoch 1673/5000
148/148 [==============================] - 0s 34us/step - loss: 95221.9219 - mean_absolute_error: 264.9649 - val_loss: 159215.8337 - val_mean_absolute_error: 377.4337
Epoch 1674/5000
148/148 [==============================] - 0s 34us/step - loss: 95221.3984 - mean_absolute_error: 264.9640 - val_loss: 159215.0663 - val_mean_absolute_error: 377.4327
Epoch 1675/5000
148/148 [==============================] - 0s 20us/step - loss: 95220.8750 - mean_absolute_error: 264.9630 - val_loss: 159214.3142 - val_mean_absolute_error: 377.4318
Epoch 1676/5000
148/148 [==============================] - 0s 27us/step - loss: 95220.3359 - mean_absolute_error: 264.9620 - val_loss: 159213.5621 - val_mean_absolute_error: 377.4308
Epoch 1677/5000
148/148 [==============================] - 0s 34us/step - loss: 95219.8047 - mean_absolute_error: 264.9610 - val_loss: 159212.8096 - val_mean_absolute_error: 377.4298
Epoch 1678/5000
148/148 [==============================] - 0s 34us/step - loss: 95219.2734 - mean_absolute_error: 264.9600 - val_loss: 159212.0425 - val_mean_absolute_error: 377.4289
Epoch 1679/5000
148/148 [==============================] - 0s 34us/step - loss: 95218.7500 - mean_absolute_error: 264.9589 - val_loss: 159211.3054 - val_mean_absolute_error: 377.4279
Epoch 1680/5000
148/148 [==============================] - 0s 27us/step - loss: 95218.2266 - mean_absolute_error: 264.9579 - val_loss: 159210.5379 - val_mean_absolute_error: 377.4269
Epoch 1681/5000
148/148 [==============================] - 0s 27us/step - loss: 95217.6875 - mean_absolute_error: 264.9570 - val_loss: 159209.8012 - val_mean_absolute_error: 377.4259
Epoch 1682/5000
148/148 [==============================] - 0s 34us/step - loss: 95217.1719 - mean_absolute_error: 264.9560 - val_loss: 159209.0338 - val_mean_absolute_error: 377.4250
Epoch 1683/5000
148/148 [==============================] - 0s 34us/step - loss: 95216.6328 - mean_absolute_error: 264.9550 - val_loss: 159208.2815 - val_mean_absolute_error: 377.4240
Epoch 1684/5000
148/148 [==============================] - 0s 27us/step - loss: 95216.0938 - mean_absolute_error: 264.9540 - val_loss: 159207.5450 - val_mean_absolute_error: 377.4230
Epoch 1685/5000
148/148 [==============================] - 0s 34us/step - loss: 95215.5781 - mean_absolute_error: 264.9530 - val_loss: 159206.7773 - val_mean_absolute_error: 377.4221
Epoch 1686/5000
148/148 [==============================] - 0s 34us/step - loss: 95215.0469 - mean_absolute_error: 264.9520 - val_loss: 159206.0096 - val_mean_absolute_error: 377.4211
Epoch 1687/5000
148/148 [==============================] - 0s 27us/step - loss: 95214.5156 - mean_absolute_error: 264.9510 - val_loss: 159205.2729 - val_mean_absolute_error: 377.4201
Epoch 1688/5000
148/148 [==============================] - 0s 27us/step - loss: 95213.9766 - mean_absolute_error: 264.9500 - val_loss: 159204.5208 - val_mean_absolute_error: 377.4192
Epoch 1689/5000
148/148 [==============================] - 0s 41us/step - loss: 95213.4688 - mean_absolute_error: 264.9490 - val_loss: 159203.7842 - val_mean_absolute_error: 377.4182
Epoch 1690/5000
148/148 [==============================] - 0s 27us/step - loss: 95212.9297 - mean_absolute_error: 264.9481 - val_loss: 159203.0010 - val_mean_absolute_error: 377.4172
Epoch 1691/5000
148/148 [==============================] - 0s 41us/step - loss: 95212.3984 - mean_absolute_error: 264.9470 - val_loss: 159202.2800 - val_mean_absolute_error: 377.4162
Epoch 1692/5000
148/148 [==============================] - 0s 27us/step - loss: 95211.8750 - mean_absolute_error: 264.9460 - val_loss: 159201.5123 - val_mean_absolute_error: 377.4153
Epoch 1693/5000
148/148 [==============================] - 0s 34us/step - loss: 95211.3438 - mean_absolute_error: 264.9450 - val_loss: 159200.7446 - val_mean_absolute_error: 377.4143
Epoch 1694/5000
148/148 [==============================] - 0s 34us/step - loss: 95210.8203 - mean_absolute_error: 264.9440 - val_loss: 159199.9927 - val_mean_absolute_error: 377.4133
Epoch 1695/5000
148/148 [==============================] - 0s 34us/step - loss: 95210.2969 - mean_absolute_error: 264.9431 - val_loss: 159199.2558 - val_mean_absolute_error: 377.4123
Epoch 1696/5000
148/148 [==============================] - 0s 27us/step - loss: 95209.7656 - mean_absolute_error: 264.9420 - val_loss: 159198.4883 - val_mean_absolute_error: 377.4114
Epoch 1697/5000
148/148 [==============================] - 0s 27us/step - loss: 95209.2266 - mean_absolute_error: 264.9410 - val_loss: 159197.7517 - val_mean_absolute_error: 377.4104
Epoch 1698/5000
148/148 [==============================] - 0s 27us/step - loss: 95208.7109 - mean_absolute_error: 264.9400 - val_loss: 159196.9996 - val_mean_absolute_error: 377.4094
Epoch 1699/5000
148/148 [==============================] - 0s 34us/step - loss: 95208.1797 - mean_absolute_error: 264.9390 - val_loss: 159196.2473 - val_mean_absolute_error: 377.4084
Epoch 1700/5000
148/148 [==============================] - 0s 27us/step - loss: 95207.6484 - mean_absolute_error: 264.9380 - val_loss: 159195.4796 - val_mean_absolute_error: 377.4074
Epoch 1701/5000
148/148 [==============================] - 0s 34us/step - loss: 95207.1172 - mean_absolute_error: 264.9370 - val_loss: 159194.7431 - val_mean_absolute_error: 377.4065
Epoch 1702/5000
148/148 [==============================] - 0s 41us/step - loss: 95206.5938 - mean_absolute_error: 264.9360 - val_loss: 159193.9754 - val_mean_absolute_error: 377.4055
Epoch 1703/5000
148/148 [==============================] - 0s 34us/step - loss: 95206.0547 - mean_absolute_error: 264.9350 - val_loss: 159193.2385 - val_mean_absolute_error: 377.4045
Epoch 1704/5000
148/148 [==============================] - 0s 27us/step - loss: 95205.5234 - mean_absolute_error: 264.9340 - val_loss: 159192.4713 - val_mean_absolute_error: 377.4036
Epoch 1705/5000
148/148 [==============================] - 0s 27us/step - loss: 95205.0078 - mean_absolute_error: 264.9330 - val_loss: 159191.7190 - val_mean_absolute_error: 377.4027
Epoch 1706/5000
148/148 [==============================] - 0s 41us/step - loss: 95204.4766 - mean_absolute_error: 264.9320 - val_loss: 159190.9667 - val_mean_absolute_error: 377.4017
Epoch 1707/5000
148/148 [==============================] - 0s 34us/step - loss: 95203.9453 - mean_absolute_error: 264.9310 - val_loss: 159190.2304 - val_mean_absolute_error: 377.4007
Epoch 1708/5000
148/148 [==============================] - 0s 27us/step - loss: 95203.4219 - mean_absolute_error: 264.9301 - val_loss: 159189.4625 - val_mean_absolute_error: 377.3997
Epoch 1709/5000
148/148 [==============================] - 0s 34us/step - loss: 95202.8906 - mean_absolute_error: 264.9290 - val_loss: 159188.7104 - val_mean_absolute_error: 377.3988
Epoch 1710/5000
148/148 [==============================] - 0s 27us/step - loss: 95202.3516 - mean_absolute_error: 264.9281 - val_loss: 159187.9583 - val_mean_absolute_error: 377.3978
Epoch 1711/5000
148/148 [==============================] - 0s 34us/step - loss: 95201.8438 - mean_absolute_error: 264.9271 - val_loss: 159187.2062 - val_mean_absolute_error: 377.3969
Epoch 1712/5000
148/148 [==============================] - 0s 41us/step - loss: 95201.3125 - mean_absolute_error: 264.9261 - val_loss: 159186.4542 - val_mean_absolute_error: 377.3959
Epoch 1713/5000
148/148 [==============================] - 0s 27us/step - loss: 95200.7734 - mean_absolute_error: 264.9251 - val_loss: 159185.6862 - val_mean_absolute_error: 377.3949
Epoch 1714/5000
148/148 [==============================] - 0s 27us/step - loss: 95200.2266 - mean_absolute_error: 264.9240 - val_loss: 159184.9500 - val_mean_absolute_error: 377.3939
Epoch 1715/5000
148/148 [==============================] - 0s 34us/step - loss: 95199.7266 - mean_absolute_error: 264.9231 - val_loss: 159184.1975 - val_mean_absolute_error: 377.3929
Epoch 1716/5000
148/148 [==============================] - 0s 41us/step - loss: 95199.1875 - mean_absolute_error: 264.9221 - val_loss: 159183.4300 - val_mean_absolute_error: 377.3920
Epoch 1717/5000
148/148 [==============================] - 0s 34us/step - loss: 95198.6562 - mean_absolute_error: 264.9211 - val_loss: 159182.7087 - val_mean_absolute_error: 377.3910
Epoch 1718/5000
148/148 [==============================] - 0s 27us/step - loss: 95198.1328 - mean_absolute_error: 264.9201 - val_loss: 159181.9258 - val_mean_absolute_error: 377.3900
Epoch 1719/5000
148/148 [==============================] - 0s 41us/step - loss: 95197.5938 - mean_absolute_error: 264.9191 - val_loss: 159181.1737 - val_mean_absolute_error: 377.3890
Epoch 1720/5000
148/148 [==============================] - 0s 34us/step - loss: 95197.0703 - mean_absolute_error: 264.9181 - val_loss: 159180.4371 - val_mean_absolute_error: 377.3881
Epoch 1721/5000
148/148 [==============================] - 0s 41us/step - loss: 95196.5469 - mean_absolute_error: 264.9171 - val_loss: 159179.6850 - val_mean_absolute_error: 377.3871
Epoch 1722/5000
148/148 [==============================] - 0s 34us/step - loss: 95196.0234 - mean_absolute_error: 264.9161 - val_loss: 159178.9171 - val_mean_absolute_error: 377.3861
Epoch 1723/5000
148/148 [==============================] - 0s 27us/step - loss: 95195.4844 - mean_absolute_error: 264.9151 - val_loss: 159178.1808 - val_mean_absolute_error: 377.3852
Epoch 1724/5000
148/148 [==============================] - 0s 27us/step - loss: 95194.9688 - mean_absolute_error: 264.9141 - val_loss: 159177.4285 - val_mean_absolute_error: 377.3842
Epoch 1725/5000
148/148 [==============================] - 0s 34us/step - loss: 95194.4297 - mean_absolute_error: 264.9130 - val_loss: 159176.6762 - val_mean_absolute_error: 377.3832
Epoch 1726/5000
148/148 [==============================] - 0s 27us/step - loss: 95193.8906 - mean_absolute_error: 264.9120 - val_loss: 159175.9085 - val_mean_absolute_error: 377.3822
Epoch 1727/5000
148/148 [==============================] - 0s 41us/step - loss: 95193.3750 - mean_absolute_error: 264.9110 - val_loss: 159175.1567 - val_mean_absolute_error: 377.3813
Epoch 1728/5000
148/148 [==============================] - 0s 27us/step - loss: 95192.8438 - mean_absolute_error: 264.9101 - val_loss: 159174.4198 - val_mean_absolute_error: 377.3803
Epoch 1729/5000
148/148 [==============================] - 0s 34us/step - loss: 95192.3203 - mean_absolute_error: 264.9091 - val_loss: 159173.6367 - val_mean_absolute_error: 377.3793
Epoch 1730/5000
148/148 [==============================] - 0s 27us/step - loss: 95191.7812 - mean_absolute_error: 264.9081 - val_loss: 159172.9156 - val_mean_absolute_error: 377.3784
Epoch 1731/5000
148/148 [==============================] - 0s 27us/step - loss: 95191.2656 - mean_absolute_error: 264.9071 - val_loss: 159172.1479 - val_mean_absolute_error: 377.3774
Epoch 1732/5000
148/148 [==============================] - 0s 34us/step - loss: 95190.7266 - mean_absolute_error: 264.9061 - val_loss: 159171.3958 - val_mean_absolute_error: 377.3764
Epoch 1733/5000
148/148 [==============================] - 0s 34us/step - loss: 95190.2031 - mean_absolute_error: 264.9051 - val_loss: 159170.6437 - val_mean_absolute_error: 377.3755
Epoch 1734/5000
148/148 [==============================] - 0s 27us/step - loss: 95189.6719 - mean_absolute_error: 264.9041 - val_loss: 159169.8917 - val_mean_absolute_error: 377.3745
Epoch 1735/5000
148/148 [==============================] - 0s 34us/step - loss: 95189.1484 - mean_absolute_error: 264.9031 - val_loss: 159169.1240 - val_mean_absolute_error: 377.3735
Epoch 1736/5000
148/148 [==============================] - 0s 34us/step - loss: 95188.6172 - mean_absolute_error: 264.9022 - val_loss: 159168.3875 - val_mean_absolute_error: 377.3726
Epoch 1737/5000
148/148 [==============================] - 0s 34us/step - loss: 95188.0859 - mean_absolute_error: 264.9011 - val_loss: 159167.6198 - val_mean_absolute_error: 377.3716
Epoch 1738/5000
148/148 [==============================] - 0s 27us/step - loss: 95187.5703 - mean_absolute_error: 264.9001 - val_loss: 159166.8675 - val_mean_absolute_error: 377.3706
Epoch 1739/5000
148/148 [==============================] - 0s 34us/step - loss: 95187.0312 - mean_absolute_error: 264.8991 - val_loss: 159166.1154 - val_mean_absolute_error: 377.3697
Epoch 1740/5000
148/148 [==============================] - 0s 27us/step - loss: 95186.4922 - mean_absolute_error: 264.8981 - val_loss: 159165.3633 - val_mean_absolute_error: 377.3686
Epoch 1741/5000
148/148 [==============================] - 0s 34us/step - loss: 95185.9766 - mean_absolute_error: 264.8971 - val_loss: 159164.6112 - val_mean_absolute_error: 377.3676
Epoch 1742/5000
148/148 [==============================] - 0s 34us/step - loss: 95185.4453 - mean_absolute_error: 264.8961 - val_loss: 159163.8588 - val_mean_absolute_error: 377.3666
Epoch 1743/5000
148/148 [==============================] - 0s 34us/step - loss: 95184.9141 - mean_absolute_error: 264.8951 - val_loss: 159163.1071 - val_mean_absolute_error: 377.3657
Epoch 1744/5000
148/148 [==============================] - 0s 27us/step - loss: 95184.3906 - mean_absolute_error: 264.8941 - val_loss: 159162.3702 - val_mean_absolute_error: 377.3647
Epoch 1745/5000
148/148 [==============================] - 0s 34us/step - loss: 95183.8594 - mean_absolute_error: 264.8932 - val_loss: 159161.5871 - val_mean_absolute_error: 377.3638
Epoch 1746/5000
148/148 [==============================] - 0s 41us/step - loss: 95183.3281 - mean_absolute_error: 264.8921 - val_loss: 159160.8506 - val_mean_absolute_error: 377.3628
Epoch 1747/5000
148/148 [==============================] - 0s 27us/step - loss: 95182.8125 - mean_absolute_error: 264.8911 - val_loss: 159160.0983 - val_mean_absolute_error: 377.3618
Epoch 1748/5000
148/148 [==============================] - 0s 27us/step - loss: 95182.2734 - mean_absolute_error: 264.8901 - val_loss: 159159.3308 - val_mean_absolute_error: 377.3608
Epoch 1749/5000
148/148 [==============================] - 0s 34us/step - loss: 95181.7422 - mean_absolute_error: 264.8891 - val_loss: 159158.5942 - val_mean_absolute_error: 377.3599
Epoch 1750/5000
148/148 [==============================] - 0s 27us/step - loss: 95181.2266 - mean_absolute_error: 264.8881 - val_loss: 159157.8575 - val_mean_absolute_error: 377.3589
Epoch 1751/5000
148/148 [==============================] - 0s 27us/step - loss: 95180.6875 - mean_absolute_error: 264.8871 - val_loss: 159157.0742 - val_mean_absolute_error: 377.3580
Epoch 1752/5000
148/148 [==============================] - 0s 27us/step - loss: 95180.1562 - mean_absolute_error: 264.8861 - val_loss: 159156.3221 - val_mean_absolute_error: 377.3570
Epoch 1753/5000
148/148 [==============================] - 0s 27us/step - loss: 95179.6328 - mean_absolute_error: 264.8851 - val_loss: 159155.5854 - val_mean_absolute_error: 377.3561
Epoch 1754/5000
148/148 [==============================] - 0s 34us/step - loss: 95179.1094 - mean_absolute_error: 264.8842 - val_loss: 159154.8333 - val_mean_absolute_error: 377.3551
Epoch 1755/5000
148/148 [==============================] - 0s 27us/step - loss: 95178.5703 - mean_absolute_error: 264.8831 - val_loss: 159154.0812 - val_mean_absolute_error: 377.3541
Epoch 1756/5000
148/148 [==============================] - 0s 27us/step - loss: 95178.0312 - mean_absolute_error: 264.8822 - val_loss: 159153.3292 - val_mean_absolute_error: 377.3531
Epoch 1757/5000
148/148 [==============================] - 0s 34us/step - loss: 95177.5234 - mean_absolute_error: 264.8812 - val_loss: 159152.5771 - val_mean_absolute_error: 377.3522
Epoch 1758/5000
148/148 [==============================] - 0s 27us/step - loss: 95176.9844 - mean_absolute_error: 264.8802 - val_loss: 159151.8092 - val_mean_absolute_error: 377.3512
Epoch 1759/5000
148/148 [==============================] - 0s 41us/step - loss: 95176.4453 - mean_absolute_error: 264.8792 - val_loss: 159151.0575 - val_mean_absolute_error: 377.3502
Epoch 1760/5000
148/148 [==============================] - 0s 20us/step - loss: 95175.9375 - mean_absolute_error: 264.8782 - val_loss: 159150.3206 - val_mean_absolute_error: 377.3492
Epoch 1761/5000
148/148 [==============================] - 0s 34us/step - loss: 95175.4062 - mean_absolute_error: 264.8772 - val_loss: 159149.5529 - val_mean_absolute_error: 377.3483
Epoch 1762/5000
148/148 [==============================] - 0s 27us/step - loss: 95174.8750 - mean_absolute_error: 264.8762 - val_loss: 159148.8010 - val_mean_absolute_error: 377.3473
Epoch 1763/5000
148/148 [==============================] - 0s 27us/step - loss: 95174.3516 - mean_absolute_error: 264.8752 - val_loss: 159148.0487 - val_mean_absolute_error: 377.3463
Epoch 1764/5000
148/148 [==============================] - 0s 34us/step - loss: 95173.8203 - mean_absolute_error: 264.8742 - val_loss: 159147.2967 - val_mean_absolute_error: 377.3454
Epoch 1765/5000
148/148 [==============================] - 0s 41us/step - loss: 95173.2812 - mean_absolute_error: 264.8732 - val_loss: 159146.5287 - val_mean_absolute_error: 377.3443
Epoch 1766/5000
148/148 [==============================] - 0s 34us/step - loss: 95172.7578 - mean_absolute_error: 264.8722 - val_loss: 159145.8079 - val_mean_absolute_error: 377.3434
Epoch 1767/5000
148/148 [==============================] - 0s 27us/step - loss: 95172.2344 - mean_absolute_error: 264.8712 - val_loss: 159145.0248 - val_mean_absolute_error: 377.3424
Epoch 1768/5000
148/148 [==============================] - 0s 27us/step - loss: 95171.6953 - mean_absolute_error: 264.8702 - val_loss: 159144.2879 - val_mean_absolute_error: 377.3414
Epoch 1769/5000
148/148 [==============================] - 0s 27us/step - loss: 95171.1719 - mean_absolute_error: 264.8692 - val_loss: 159143.5360 - val_mean_absolute_error: 377.3405
Epoch 1770/5000
148/148 [==============================] - 0s 41us/step - loss: 95170.6484 - mean_absolute_error: 264.8682 - val_loss: 159142.7838 - val_mean_absolute_error: 377.3395
Epoch 1771/5000
148/148 [==============================] - 0s 34us/step - loss: 95170.1250 - mean_absolute_error: 264.8671 - val_loss: 159142.0160 - val_mean_absolute_error: 377.3385
Epoch 1772/5000
148/148 [==============================] - 0s 34us/step - loss: 95169.5859 - mean_absolute_error: 264.8661 - val_loss: 159141.2950 - val_mean_absolute_error: 377.3376
Epoch 1773/5000
148/148 [==============================] - 0s 27us/step - loss: 95169.0703 - mean_absolute_error: 264.8652 - val_loss: 159140.5275 - val_mean_absolute_error: 377.3366
Epoch 1774/5000
148/148 [==============================] - 0s 27us/step - loss: 95168.5312 - mean_absolute_error: 264.8642 - val_loss: 159139.7596 - val_mean_absolute_error: 377.3356
Epoch 1775/5000
148/148 [==============================] - 0s 34us/step - loss: 95168.0078 - mean_absolute_error: 264.8632 - val_loss: 159139.0075 - val_mean_absolute_error: 377.3346
Epoch 1776/5000
148/148 [==============================] - 0s 34us/step - loss: 95167.4688 - mean_absolute_error: 264.8622 - val_loss: 159138.2710 - val_mean_absolute_error: 377.3337
Epoch 1777/5000
148/148 [==============================] - 0s 34us/step - loss: 95166.9453 - mean_absolute_error: 264.8612 - val_loss: 159137.5187 - val_mean_absolute_error: 377.3327
Epoch 1778/5000
148/148 [==============================] - 0s 34us/step - loss: 95166.4141 - mean_absolute_error: 264.8602 - val_loss: 159136.7510 - val_mean_absolute_error: 377.3318
Epoch 1779/5000
148/148 [==============================] - 0s 34us/step - loss: 95165.8828 - mean_absolute_error: 264.8592 - val_loss: 159136.0146 - val_mean_absolute_error: 377.3308
Epoch 1780/5000
148/148 [==============================] - 0s 34us/step - loss: 95165.3672 - mean_absolute_error: 264.8582 - val_loss: 159135.2623 - val_mean_absolute_error: 377.3298
Epoch 1781/5000
148/148 [==============================] - 0s 27us/step - loss: 95164.8281 - mean_absolute_error: 264.8572 - val_loss: 159134.4946 - val_mean_absolute_error: 377.3289
Epoch 1782/5000
148/148 [==============================] - 0s 34us/step - loss: 95164.2969 - mean_absolute_error: 264.8563 - val_loss: 159133.7583 - val_mean_absolute_error: 377.3279
Epoch 1783/5000
148/148 [==============================] - 0s 27us/step - loss: 95163.7734 - mean_absolute_error: 264.8552 - val_loss: 159132.9904 - val_mean_absolute_error: 377.3269
Epoch 1784/5000
148/148 [==============================] - 0s 27us/step - loss: 95163.2422 - mean_absolute_error: 264.8542 - val_loss: 159132.2229 - val_mean_absolute_error: 377.3259
Epoch 1785/5000
148/148 [==============================] - 0s 34us/step - loss: 95162.7188 - mean_absolute_error: 264.8532 - val_loss: 159131.4862 - val_mean_absolute_error: 377.3250
Epoch 1786/5000
148/148 [==============================] - 0s 34us/step - loss: 95162.1953 - mean_absolute_error: 264.8522 - val_loss: 159130.7342 - val_mean_absolute_error: 377.3240
Epoch 1787/5000
148/148 [==============================] - 0s 27us/step - loss: 95161.6719 - mean_absolute_error: 264.8513 - val_loss: 159129.9821 - val_mean_absolute_error: 377.3230
Epoch 1788/5000
148/148 [==============================] - 0s 34us/step - loss: 95161.1328 - mean_absolute_error: 264.8502 - val_loss: 159129.2296 - val_mean_absolute_error: 377.3220
Epoch 1789/5000
148/148 [==============================] - 0s 27us/step - loss: 95160.6016 - mean_absolute_error: 264.8492 - val_loss: 159128.4779 - val_mean_absolute_error: 377.3210
Epoch 1790/5000
148/148 [==============================] - 0s 41us/step - loss: 95160.0781 - mean_absolute_error: 264.8482 - val_loss: 159127.7254 - val_mean_absolute_error: 377.3201
Epoch 1791/5000
148/148 [==============================] - 0s 27us/step - loss: 95159.5469 - mean_absolute_error: 264.8472 - val_loss: 159126.9733 - val_mean_absolute_error: 377.3191
Epoch 1792/5000
148/148 [==============================] - 0s 34us/step - loss: 95159.0156 - mean_absolute_error: 264.8462 - val_loss: 159126.2058 - val_mean_absolute_error: 377.3182
Epoch 1793/5000
148/148 [==============================] - 0s 27us/step - loss: 95158.4922 - mean_absolute_error: 264.8452 - val_loss: 159125.4692 - val_mean_absolute_error: 377.3172
Epoch 1794/5000
148/148 [==============================] - 0s 34us/step - loss: 95157.9609 - mean_absolute_error: 264.8442 - val_loss: 159124.7015 - val_mean_absolute_error: 377.3162
Epoch 1795/5000
148/148 [==============================] - 0s 41us/step - loss: 95157.4297 - mean_absolute_error: 264.8432 - val_loss: 159123.9650 - val_mean_absolute_error: 377.3152
Epoch 1796/5000
148/148 [==============================] - 0s 27us/step - loss: 95156.9141 - mean_absolute_error: 264.8422 - val_loss: 159123.1975 - val_mean_absolute_error: 377.3142
Epoch 1797/5000
148/148 [==============================] - 0s 34us/step - loss: 95156.3750 - mean_absolute_error: 264.8412 - val_loss: 159122.4450 - val_mean_absolute_error: 377.3133
Epoch 1798/5000
148/148 [==============================] - 0s 27us/step - loss: 95155.8516 - mean_absolute_error: 264.8402 - val_loss: 159121.7242 - val_mean_absolute_error: 377.3123
Epoch 1799/5000
148/148 [==============================] - 0s 34us/step - loss: 95155.3203 - mean_absolute_error: 264.8393 - val_loss: 159120.9565 - val_mean_absolute_error: 377.3113
Epoch 1800/5000
148/148 [==============================] - 0s 34us/step - loss: 95154.7891 - mean_absolute_error: 264.8383 - val_loss: 159120.2042 - val_mean_absolute_error: 377.3104
Epoch 1801/5000
148/148 [==============================] - 0s 34us/step - loss: 95154.2656 - mean_absolute_error: 264.8372 - val_loss: 159119.4523 - val_mean_absolute_error: 377.3095
Epoch 1802/5000
148/148 [==============================] - 0s 27us/step - loss: 95153.7344 - mean_absolute_error: 264.8363 - val_loss: 159118.6846 - val_mean_absolute_error: 377.3085
Epoch 1803/5000
148/148 [==============================] - 0s 34us/step - loss: 95153.2031 - mean_absolute_error: 264.8353 - val_loss: 159117.9477 - val_mean_absolute_error: 377.3075
Epoch 1804/5000
148/148 [==============================] - 0s 34us/step - loss: 95152.6719 - mean_absolute_error: 264.8343 - val_loss: 159117.1800 - val_mean_absolute_error: 377.3065
Epoch 1805/5000
148/148 [==============================] - 0s 27us/step - loss: 95152.1406 - mean_absolute_error: 264.8333 - val_loss: 159116.4438 - val_mean_absolute_error: 377.3056
Epoch 1806/5000
148/148 [==============================] - 0s 34us/step - loss: 95151.6172 - mean_absolute_error: 264.8323 - val_loss: 159115.6913 - val_mean_absolute_error: 377.3046
Epoch 1807/5000
148/148 [==============================] - 0s 34us/step - loss: 95151.0938 - mean_absolute_error: 264.8313 - val_loss: 159114.9237 - val_mean_absolute_error: 377.3036
Epoch 1808/5000
148/148 [==============================] - 0s 27us/step - loss: 95150.5547 - mean_absolute_error: 264.8303 - val_loss: 159114.1719 - val_mean_absolute_error: 377.3027
Epoch 1809/5000
148/148 [==============================] - 0s 34us/step - loss: 95150.0312 - mean_absolute_error: 264.8293 - val_loss: 159113.4196 - val_mean_absolute_error: 377.3017
Epoch 1810/5000
148/148 [==============================] - 0s 34us/step - loss: 95149.5078 - mean_absolute_error: 264.8283 - val_loss: 159112.6673 - val_mean_absolute_error: 377.3007
Epoch 1811/5000
148/148 [==============================] - 0s 27us/step - loss: 95148.9766 - mean_absolute_error: 264.8273 - val_loss: 159111.9154 - val_mean_absolute_error: 377.2998
Epoch 1812/5000
148/148 [==============================] - 0s 34us/step - loss: 95148.4609 - mean_absolute_error: 264.8263 - val_loss: 159111.1631 - val_mean_absolute_error: 377.2987
Epoch 1813/5000
148/148 [==============================] - 0s 27us/step - loss: 95147.9219 - mean_absolute_error: 264.8253 - val_loss: 159110.4108 - val_mean_absolute_error: 377.2977
Epoch 1814/5000
148/148 [==============================] - 0s 34us/step - loss: 95147.3906 - mean_absolute_error: 264.8243 - val_loss: 159109.6744 - val_mean_absolute_error: 377.2968
Epoch 1815/5000
148/148 [==============================] - 0s 34us/step - loss: 95146.8750 - mean_absolute_error: 264.8233 - val_loss: 159108.9221 - val_mean_absolute_error: 377.2958
Epoch 1816/5000
148/148 [==============================] - 0s 34us/step - loss: 95146.3281 - mean_absolute_error: 264.8223 - val_loss: 159108.1392 - val_mean_absolute_error: 377.2948
Epoch 1817/5000
148/148 [==============================] - 0s 27us/step - loss: 95145.8047 - mean_absolute_error: 264.8213 - val_loss: 159107.4023 - val_mean_absolute_error: 377.2939
Epoch 1818/5000
148/148 [==============================] - 0s 34us/step - loss: 95145.2734 - mean_absolute_error: 264.8203 - val_loss: 159106.6504 - val_mean_absolute_error: 377.2929
Epoch 1819/5000
148/148 [==============================] - 0s 27us/step - loss: 95144.7500 - mean_absolute_error: 264.8193 - val_loss: 159105.8829 - val_mean_absolute_error: 377.2919
Epoch 1820/5000
148/148 [==============================] - 0s 27us/step - loss: 95144.2188 - mean_absolute_error: 264.8183 - val_loss: 159105.1304 - val_mean_absolute_error: 377.2910
Epoch 1821/5000
148/148 [==============================] - 0s 27us/step - loss: 95143.6875 - mean_absolute_error: 264.8173 - val_loss: 159104.3942 - val_mean_absolute_error: 377.2900
Epoch 1822/5000
148/148 [==============================] - 0s 34us/step - loss: 95143.1719 - mean_absolute_error: 264.8163 - val_loss: 159103.6263 - val_mean_absolute_error: 377.2890
Epoch 1823/5000
148/148 [==============================] - 0s 27us/step - loss: 95142.6406 - mean_absolute_error: 264.8153 - val_loss: 159102.8742 - val_mean_absolute_error: 377.2881
Epoch 1824/5000
148/148 [==============================] - 0s 34us/step - loss: 95142.1094 - mean_absolute_error: 264.8143 - val_loss: 159102.1375 - val_mean_absolute_error: 377.2871
Epoch 1825/5000
148/148 [==============================] - 0s 34us/step - loss: 95141.5781 - mean_absolute_error: 264.8133 - val_loss: 159101.4008 - val_mean_absolute_error: 377.2861
Epoch 1826/5000
148/148 [==============================] - 0s 27us/step - loss: 95141.0547 - mean_absolute_error: 264.8123 - val_loss: 159100.6179 - val_mean_absolute_error: 377.2852
Epoch 1827/5000
148/148 [==============================] - 0s 34us/step - loss: 95140.5234 - mean_absolute_error: 264.8113 - val_loss: 159099.8813 - val_mean_absolute_error: 377.2842
Epoch 1828/5000
148/148 [==============================] - 0s 27us/step - loss: 95140.0078 - mean_absolute_error: 264.8104 - val_loss: 159099.1137 - val_mean_absolute_error: 377.2832
Epoch 1829/5000
148/148 [==============================] - 0s 34us/step - loss: 95139.4688 - mean_absolute_error: 264.8093 - val_loss: 159098.3767 - val_mean_absolute_error: 377.2822
Epoch 1830/5000
148/148 [==============================] - 0s 34us/step - loss: 95138.9297 - mean_absolute_error: 264.8083 - val_loss: 159097.6096 - val_mean_absolute_error: 377.2812
Epoch 1831/5000
148/148 [==============================] - 0s 27us/step - loss: 95138.4219 - mean_absolute_error: 264.8073 - val_loss: 159096.8727 - val_mean_absolute_error: 377.2803
Epoch 1832/5000
148/148 [==============================] - 0s 27us/step - loss: 95137.8828 - mean_absolute_error: 264.8063 - val_loss: 159096.1050 - val_mean_absolute_error: 377.2793
Epoch 1833/5000
148/148 [==============================] - 0s 27us/step - loss: 95137.3438 - mean_absolute_error: 264.8054 - val_loss: 159095.3681 - val_mean_absolute_error: 377.2783
Epoch 1834/5000
148/148 [==============================] - 0s 34us/step - loss: 95136.8125 - mean_absolute_error: 264.8044 - val_loss: 159094.6008 - val_mean_absolute_error: 377.2773
Epoch 1835/5000
148/148 [==============================] - 0s 27us/step - loss: 95136.3047 - mean_absolute_error: 264.8033 - val_loss: 159093.8485 - val_mean_absolute_error: 377.2764
Epoch 1836/5000
148/148 [==============================] - 0s 34us/step - loss: 95135.7656 - mean_absolute_error: 264.8023 - val_loss: 159093.0963 - val_mean_absolute_error: 377.2754
Epoch 1837/5000
148/148 [==============================] - 0s 34us/step - loss: 95135.2344 - mean_absolute_error: 264.8013 - val_loss: 159092.3600 - val_mean_absolute_error: 377.2744
Epoch 1838/5000
148/148 [==============================] - 0s 27us/step - loss: 95134.7188 - mean_absolute_error: 264.8003 - val_loss: 159091.5767 - val_mean_absolute_error: 377.2735
Epoch 1839/5000
148/148 [==============================] - 0s 34us/step - loss: 95134.1797 - mean_absolute_error: 264.7993 - val_loss: 159090.8400 - val_mean_absolute_error: 377.2725
Epoch 1840/5000
148/148 [==============================] - 0s 27us/step - loss: 95133.6484 - mean_absolute_error: 264.7983 - val_loss: 159090.0881 - val_mean_absolute_error: 377.2715
Epoch 1841/5000
148/148 [==============================] - 0s 34us/step - loss: 95133.1250 - mean_absolute_error: 264.7973 - val_loss: 159089.3204 - val_mean_absolute_error: 377.2706
Epoch 1842/5000
148/148 [==============================] - 0s 34us/step - loss: 95132.6016 - mean_absolute_error: 264.7963 - val_loss: 159088.5681 - val_mean_absolute_error: 377.2696
Epoch 1843/5000
148/148 [==============================] - 0s 34us/step - loss: 95132.0781 - mean_absolute_error: 264.7953 - val_loss: 159087.8471 - val_mean_absolute_error: 377.2686
Epoch 1844/5000
148/148 [==============================] - 0s 27us/step - loss: 95131.5469 - mean_absolute_error: 264.7943 - val_loss: 159087.0948 - val_mean_absolute_error: 377.2677
Epoch 1845/5000
148/148 [==============================] - 0s 34us/step - loss: 95131.0156 - mean_absolute_error: 264.7934 - val_loss: 159086.3117 - val_mean_absolute_error: 377.2667
Epoch 1846/5000
148/148 [==============================] - 0s 34us/step - loss: 95130.4766 - mean_absolute_error: 264.7924 - val_loss: 159085.5754 - val_mean_absolute_error: 377.2657
Epoch 1847/5000
148/148 [==============================] - 0s 27us/step - loss: 95129.9609 - mean_absolute_error: 264.7914 - val_loss: 159084.8383 - val_mean_absolute_error: 377.2648
Epoch 1848/5000
148/148 [==============================] - 0s 34us/step - loss: 95129.4375 - mean_absolute_error: 264.7904 - val_loss: 159084.0708 - val_mean_absolute_error: 377.2638
Epoch 1849/5000
148/148 [==============================] - 0s 27us/step - loss: 95128.8984 - mean_absolute_error: 264.7894 - val_loss: 159083.3033 - val_mean_absolute_error: 377.2629
Epoch 1850/5000
148/148 [==============================] - 0s 27us/step - loss: 95128.3750 - mean_absolute_error: 264.7884 - val_loss: 159082.5667 - val_mean_absolute_error: 377.2619
Epoch 1851/5000
148/148 [==============================] - 0s 27us/step - loss: 95127.8438 - mean_absolute_error: 264.7874 - val_loss: 159081.8146 - val_mean_absolute_error: 377.2609
Epoch 1852/5000
148/148 [==============================] - 0s 34us/step - loss: 95127.3203 - mean_absolute_error: 264.7864 - val_loss: 159081.0621 - val_mean_absolute_error: 377.2599
Epoch 1853/5000
148/148 [==============================] - 0s 34us/step - loss: 95126.7812 - mean_absolute_error: 264.7854 - val_loss: 159080.3104 - val_mean_absolute_error: 377.2590
Epoch 1854/5000
148/148 [==============================] - 0s 27us/step - loss: 95126.2656 - mean_absolute_error: 264.7844 - val_loss: 159079.5425 - val_mean_absolute_error: 377.2580
Epoch 1855/5000
148/148 [==============================] - 0s 34us/step - loss: 95125.7266 - mean_absolute_error: 264.7834 - val_loss: 159078.8058 - val_mean_absolute_error: 377.2570
Epoch 1856/5000
148/148 [==============================] - 0s 34us/step - loss: 95125.2031 - mean_absolute_error: 264.7824 - val_loss: 159078.0385 - val_mean_absolute_error: 377.2561
Epoch 1857/5000
148/148 [==============================] - 0s 34us/step - loss: 95124.6797 - mean_absolute_error: 264.7814 - val_loss: 159077.2863 - val_mean_absolute_error: 377.2551
Epoch 1858/5000
148/148 [==============================] - 0s 27us/step - loss: 95124.1406 - mean_absolute_error: 264.7804 - val_loss: 159076.5342 - val_mean_absolute_error: 377.2541
Epoch 1859/5000
148/148 [==============================] - 0s 34us/step - loss: 95123.6172 - mean_absolute_error: 264.7794 - val_loss: 159075.7975 - val_mean_absolute_error: 377.2531
Epoch 1860/5000
148/148 [==============================] - 0s 34us/step - loss: 95123.1016 - mean_absolute_error: 264.7784 - val_loss: 159075.0608 - val_mean_absolute_error: 377.2521
Epoch 1861/5000
148/148 [==============================] - 0s 34us/step - loss: 95122.5625 - mean_absolute_error: 264.7774 - val_loss: 159074.2777 - val_mean_absolute_error: 377.2511
Epoch 1862/5000
148/148 [==============================] - 0s 34us/step - loss: 95122.0312 - mean_absolute_error: 264.7764 - val_loss: 159073.5254 - val_mean_absolute_error: 377.2502
Epoch 1863/5000
148/148 [==============================] - 0s 27us/step - loss: 95121.5000 - mean_absolute_error: 264.7754 - val_loss: 159072.7890 - val_mean_absolute_error: 377.2492
Epoch 1864/5000
148/148 [==============================] - 0s 34us/step - loss: 95120.9766 - mean_absolute_error: 264.7744 - val_loss: 159072.0212 - val_mean_absolute_error: 377.2482
Epoch 1865/5000
148/148 [==============================] - 0s 34us/step - loss: 95120.4531 - mean_absolute_error: 264.7734 - val_loss: 159071.2535 - val_mean_absolute_error: 377.2472
Epoch 1866/5000
148/148 [==============================] - 0s 34us/step - loss: 95119.9062 - mean_absolute_error: 264.7724 - val_loss: 159070.5171 - val_mean_absolute_error: 377.2463
Epoch 1867/5000
148/148 [==============================] - 0s 27us/step - loss: 95119.3906 - mean_absolute_error: 264.7714 - val_loss: 159069.7804 - val_mean_absolute_error: 377.2453
Epoch 1868/5000
148/148 [==============================] - 0s 34us/step - loss: 95118.8672 - mean_absolute_error: 264.7704 - val_loss: 159069.0125 - val_mean_absolute_error: 377.2443
Epoch 1869/5000
148/148 [==============================] - 0s 27us/step - loss: 95118.3281 - mean_absolute_error: 264.7694 - val_loss: 159068.2762 - val_mean_absolute_error: 377.2434
Epoch 1870/5000
148/148 [==============================] - 0s 34us/step - loss: 95117.8125 - mean_absolute_error: 264.7684 - val_loss: 159067.5085 - val_mean_absolute_error: 377.2424
Epoch 1871/5000
148/148 [==============================] - 0s 27us/step - loss: 95117.2734 - mean_absolute_error: 264.7674 - val_loss: 159066.7717 - val_mean_absolute_error: 377.2415
Epoch 1872/5000
148/148 [==============================] - 0s 34us/step - loss: 95116.7500 - mean_absolute_error: 264.7664 - val_loss: 159066.0044 - val_mean_absolute_error: 377.2405
Epoch 1873/5000
148/148 [==============================] - 0s 27us/step - loss: 95116.2266 - mean_absolute_error: 264.7654 - val_loss: 159065.2521 - val_mean_absolute_error: 377.2395
Epoch 1874/5000
148/148 [==============================] - 0s 41us/step - loss: 95115.7031 - mean_absolute_error: 264.7645 - val_loss: 159064.4998 - val_mean_absolute_error: 377.2386
Epoch 1875/5000
148/148 [==============================] - 0s 27us/step - loss: 95115.1719 - mean_absolute_error: 264.7635 - val_loss: 159063.7633 - val_mean_absolute_error: 377.2376
Epoch 1876/5000
148/148 [==============================] - 0s 27us/step - loss: 95114.6406 - mean_absolute_error: 264.7625 - val_loss: 159062.9958 - val_mean_absolute_error: 377.2366
Epoch 1877/5000
148/148 [==============================] - 0s 34us/step - loss: 95114.1094 - mean_absolute_error: 264.7614 - val_loss: 159062.2433 - val_mean_absolute_error: 377.2356
Epoch 1878/5000
148/148 [==============================] - 0s 34us/step - loss: 95113.5781 - mean_absolute_error: 264.7604 - val_loss: 159061.4912 - val_mean_absolute_error: 377.2347
Epoch 1879/5000
148/148 [==============================] - 0s 34us/step - loss: 95113.0469 - mean_absolute_error: 264.7594 - val_loss: 159060.7548 - val_mean_absolute_error: 377.2337
Epoch 1880/5000
148/148 [==============================] - 0s 27us/step - loss: 95112.5312 - mean_absolute_error: 264.7585 - val_loss: 159059.9871 - val_mean_absolute_error: 377.2326
Epoch 1881/5000
148/148 [==============================] - 0s 41us/step - loss: 95111.9922 - mean_absolute_error: 264.7574 - val_loss: 159059.2196 - val_mean_absolute_error: 377.2317
Epoch 1882/5000
148/148 [==============================] - 0s 27us/step - loss: 95111.4688 - mean_absolute_error: 264.7564 - val_loss: 159058.4829 - val_mean_absolute_error: 377.2307
Epoch 1883/5000
148/148 [==============================] - 0s 27us/step - loss: 95110.9375 - mean_absolute_error: 264.7555 - val_loss: 159057.7154 - val_mean_absolute_error: 377.2298
Epoch 1884/5000
148/148 [==============================] - 0s 27us/step - loss: 95110.4062 - mean_absolute_error: 264.7545 - val_loss: 159056.9785 - val_mean_absolute_error: 377.2288
Epoch 1885/5000
148/148 [==============================] - 0s 27us/step - loss: 95109.8828 - mean_absolute_error: 264.7534 - val_loss: 159056.2421 - val_mean_absolute_error: 377.2278
Epoch 1886/5000
148/148 [==============================] - 0s 27us/step - loss: 95109.3672 - mean_absolute_error: 264.7525 - val_loss: 159055.4744 - val_mean_absolute_error: 377.2268
Epoch 1887/5000
148/148 [==============================] - 0s 34us/step - loss: 95108.8281 - mean_absolute_error: 264.7514 - val_loss: 159054.7221 - val_mean_absolute_error: 377.2259
Epoch 1888/5000
148/148 [==============================] - 0s 27us/step - loss: 95108.2891 - mean_absolute_error: 264.7504 - val_loss: 159053.9704 - val_mean_absolute_error: 377.2249
Epoch 1889/5000
148/148 [==============================] - 0s 34us/step - loss: 95107.7812 - mean_absolute_error: 264.7495 - val_loss: 159053.2179 - val_mean_absolute_error: 377.2240
Epoch 1890/5000
148/148 [==============================] - 0s 27us/step - loss: 95107.2500 - mean_absolute_error: 264.7484 - val_loss: 159052.4658 - val_mean_absolute_error: 377.2230
Epoch 1891/5000
148/148 [==============================] - 0s 34us/step - loss: 95106.7109 - mean_absolute_error: 264.7475 - val_loss: 159051.6981 - val_mean_absolute_error: 377.2220
Epoch 1892/5000
148/148 [==============================] - 0s 27us/step - loss: 95106.1797 - mean_absolute_error: 264.7465 - val_loss: 159050.9617 - val_mean_absolute_error: 377.2211
Epoch 1893/5000
148/148 [==============================] - 0s 27us/step - loss: 95105.6641 - mean_absolute_error: 264.7455 - val_loss: 159050.2094 - val_mean_absolute_error: 377.2201
Epoch 1894/5000
148/148 [==============================] - 0s 34us/step - loss: 95105.1250 - mean_absolute_error: 264.7445 - val_loss: 159049.4571 - val_mean_absolute_error: 377.2191
Epoch 1895/5000
148/148 [==============================] - 0s 34us/step - loss: 95104.5938 - mean_absolute_error: 264.7435 - val_loss: 159048.6898 - val_mean_absolute_error: 377.2182
Epoch 1896/5000
148/148 [==============================] - 0s 27us/step - loss: 95104.0781 - mean_absolute_error: 264.7425 - val_loss: 159047.9529 - val_mean_absolute_error: 377.2172
Epoch 1897/5000
148/148 [==============================] - 0s 27us/step - loss: 95103.5547 - mean_absolute_error: 264.7415 - val_loss: 159047.1854 - val_mean_absolute_error: 377.2162
Epoch 1898/5000
148/148 [==============================] - 0s 27us/step - loss: 95103.0078 - mean_absolute_error: 264.7405 - val_loss: 159046.4488 - val_mean_absolute_error: 377.2153
Epoch 1899/5000
148/148 [==============================] - 0s 27us/step - loss: 95102.4922 - mean_absolute_error: 264.7395 - val_loss: 159045.6812 - val_mean_absolute_error: 377.2143
Epoch 1900/5000
148/148 [==============================] - 0s 27us/step - loss: 95101.9688 - mean_absolute_error: 264.7385 - val_loss: 159044.9290 - val_mean_absolute_error: 377.2133
Epoch 1901/5000
148/148 [==============================] - 0s 27us/step - loss: 95101.4219 - mean_absolute_error: 264.7375 - val_loss: 159044.2079 - val_mean_absolute_error: 377.2123
Epoch 1902/5000
148/148 [==============================] - 0s 34us/step - loss: 95100.9062 - mean_absolute_error: 264.7365 - val_loss: 159043.4248 - val_mean_absolute_error: 377.2114
Epoch 1903/5000
148/148 [==============================] - 0s 34us/step - loss: 95100.3750 - mean_absolute_error: 264.7355 - val_loss: 159042.6725 - val_mean_absolute_error: 377.2104
Epoch 1904/5000
148/148 [==============================] - 0s 27us/step - loss: 95099.8438 - mean_absolute_error: 264.7345 - val_loss: 159041.9360 - val_mean_absolute_error: 377.2095
Epoch 1905/5000
148/148 [==============================] - 0s 27us/step - loss: 95099.3359 - mean_absolute_error: 264.7335 - val_loss: 159041.1683 - val_mean_absolute_error: 377.2084
Epoch 1906/5000
148/148 [==============================] - 0s 27us/step - loss: 95098.7969 - mean_absolute_error: 264.7325 - val_loss: 159040.4008 - val_mean_absolute_error: 377.2075
Epoch 1907/5000
148/148 [==============================] - 0s 27us/step - loss: 95098.2578 - mean_absolute_error: 264.7315 - val_loss: 159039.6640 - val_mean_absolute_error: 377.2065
Epoch 1908/5000
148/148 [==============================] - 0s 41us/step - loss: 95097.7266 - mean_absolute_error: 264.7305 - val_loss: 159038.9275 - val_mean_absolute_error: 377.2055
Epoch 1909/5000
148/148 [==============================] - 0s 34us/step - loss: 95097.2109 - mean_absolute_error: 264.7296 - val_loss: 159038.1754 - val_mean_absolute_error: 377.2045
Epoch 1910/5000
148/148 [==============================] - 0s 27us/step - loss: 95096.6719 - mean_absolute_error: 264.7285 - val_loss: 159037.4229 - val_mean_absolute_error: 377.2035
Epoch 1911/5000
148/148 [==============================] - 0s 27us/step - loss: 95096.1406 - mean_absolute_error: 264.7275 - val_loss: 159036.6558 - val_mean_absolute_error: 377.2026
Epoch 1912/5000
148/148 [==============================] - 0s 34us/step - loss: 95095.6250 - mean_absolute_error: 264.7265 - val_loss: 159035.9188 - val_mean_absolute_error: 377.2016
Epoch 1913/5000
148/148 [==============================] - 0s 27us/step - loss: 95095.0938 - mean_absolute_error: 264.7255 - val_loss: 159035.1512 - val_mean_absolute_error: 377.2007
Epoch 1914/5000
148/148 [==============================] - 0s 27us/step - loss: 95094.5625 - mean_absolute_error: 264.7245 - val_loss: 159034.4148 - val_mean_absolute_error: 377.1997
Epoch 1915/5000
148/148 [==============================] - 0s 41us/step - loss: 95094.0469 - mean_absolute_error: 264.7235 - val_loss: 159033.6471 - val_mean_absolute_error: 377.1987
Epoch 1916/5000
148/148 [==============================] - 0s 27us/step - loss: 95093.5078 - mean_absolute_error: 264.7226 - val_loss: 159032.9102 - val_mean_absolute_error: 377.1977
Epoch 1917/5000
148/148 [==============================] - 0s 34us/step - loss: 95092.9766 - mean_absolute_error: 264.7215 - val_loss: 159032.1429 - val_mean_absolute_error: 377.1968
Epoch 1918/5000
148/148 [==============================] - 0s 34us/step - loss: 95092.4609 - mean_absolute_error: 264.7206 - val_loss: 159031.4062 - val_mean_absolute_error: 377.1958
Epoch 1919/5000
148/148 [==============================] - 0s 27us/step - loss: 95091.9297 - mean_absolute_error: 264.7196 - val_loss: 159030.6229 - val_mean_absolute_error: 377.1949
Epoch 1920/5000
148/148 [==============================] - 0s 34us/step - loss: 95091.3906 - mean_absolute_error: 264.7186 - val_loss: 159029.9021 - val_mean_absolute_error: 377.1939
Epoch 1921/5000
148/148 [==============================] - 0s 34us/step - loss: 95090.8750 - mean_absolute_error: 264.7176 - val_loss: 159029.1344 - val_mean_absolute_error: 377.1929
Epoch 1922/5000
148/148 [==============================] - 0s 27us/step - loss: 95090.3516 - mean_absolute_error: 264.7166 - val_loss: 159028.3821 - val_mean_absolute_error: 377.1919
Epoch 1923/5000
148/148 [==============================] - 0s 27us/step - loss: 95089.8125 - mean_absolute_error: 264.7155 - val_loss: 159027.6298 - val_mean_absolute_error: 377.1910
Epoch 1924/5000
148/148 [==============================] - 0s 27us/step - loss: 95089.2812 - mean_absolute_error: 264.7145 - val_loss: 159026.8933 - val_mean_absolute_error: 377.1900
Epoch 1925/5000
148/148 [==============================] - 0s 34us/step - loss: 95088.7578 - mean_absolute_error: 264.7136 - val_loss: 159026.1256 - val_mean_absolute_error: 377.1890
Epoch 1926/5000
148/148 [==============================] - 0s 34us/step - loss: 95088.2266 - mean_absolute_error: 264.7126 - val_loss: 159025.3733 - val_mean_absolute_error: 377.1880
Epoch 1927/5000
148/148 [==============================] - 0s 41us/step - loss: 95087.6953 - mean_absolute_error: 264.7116 - val_loss: 159024.6217 - val_mean_absolute_error: 377.1870
Epoch 1928/5000
148/148 [==============================] - 0s 34us/step - loss: 95087.1719 - mean_absolute_error: 264.7105 - val_loss: 159023.8846 - val_mean_absolute_error: 377.1861
Epoch 1929/5000
148/148 [==============================] - 0s 27us/step - loss: 95086.6406 - mean_absolute_error: 264.7095 - val_loss: 159023.1017 - val_mean_absolute_error: 377.1851
Epoch 1930/5000
148/148 [==============================] - 0s 27us/step - loss: 95086.1172 - mean_absolute_error: 264.7086 - val_loss: 159022.3652 - val_mean_absolute_error: 377.1841
Epoch 1931/5000
148/148 [==============================] - 0s 34us/step - loss: 95085.5938 - mean_absolute_error: 264.7076 - val_loss: 159021.6129 - val_mean_absolute_error: 377.1832
Epoch 1932/5000
148/148 [==============================] - 0s 34us/step - loss: 95085.0625 - mean_absolute_error: 264.7066 - val_loss: 159020.8608 - val_mean_absolute_error: 377.1822
Epoch 1933/5000
148/148 [==============================] - 0s 34us/step - loss: 95084.5234 - mean_absolute_error: 264.7056 - val_loss: 159020.0933 - val_mean_absolute_error: 377.1812
Epoch 1934/5000
148/148 [==============================] - 0s 27us/step - loss: 95084.0156 - mean_absolute_error: 264.7045 - val_loss: 159019.3567 - val_mean_absolute_error: 377.1802
Epoch 1935/5000
148/148 [==============================] - 0s 27us/step - loss: 95083.4766 - mean_absolute_error: 264.7036 - val_loss: 159018.5887 - val_mean_absolute_error: 377.1792
Epoch 1936/5000
148/148 [==============================] - 0s 47us/step - loss: 95082.9453 - mean_absolute_error: 264.7026 - val_loss: 159017.8525 - val_mean_absolute_error: 377.1783
Epoch 1937/5000
148/148 [==============================] - 0s 34us/step - loss: 95082.4297 - mean_absolute_error: 264.7016 - val_loss: 159017.0850 - val_mean_absolute_error: 377.1774
Epoch 1938/5000
148/148 [==============================] - 0s 34us/step - loss: 95081.8906 - mean_absolute_error: 264.7006 - val_loss: 159016.3325 - val_mean_absolute_error: 377.1764
Epoch 1939/5000
148/148 [==============================] - 0s 41us/step - loss: 95081.3672 - mean_absolute_error: 264.6996 - val_loss: 159015.5804 - val_mean_absolute_error: 377.1754
Epoch 1940/5000
148/148 [==============================] - 0s 41us/step - loss: 95080.8281 - mean_absolute_error: 264.6986 - val_loss: 159014.8592 - val_mean_absolute_error: 377.1745
Epoch 1941/5000
148/148 [==============================] - 0s 34us/step - loss: 95080.3125 - mean_absolute_error: 264.6976 - val_loss: 159014.0917 - val_mean_absolute_error: 377.1735
Epoch 1942/5000
148/148 [==============================] - 0s 27us/step - loss: 95079.7734 - mean_absolute_error: 264.6966 - val_loss: 159013.3548 - val_mean_absolute_error: 377.1725
Epoch 1943/5000
148/148 [==============================] - 0s 34us/step - loss: 95079.2422 - mean_absolute_error: 264.6956 - val_loss: 159012.5875 - val_mean_absolute_error: 377.1716
Epoch 1944/5000
148/148 [==============================] - 0s 27us/step - loss: 95078.7266 - mean_absolute_error: 264.6946 - val_loss: 159011.8506 - val_mean_absolute_error: 377.1706
Epoch 1945/5000
148/148 [==============================] - 0s 34us/step - loss: 95078.1953 - mean_absolute_error: 264.6937 - val_loss: 159011.0675 - val_mean_absolute_error: 377.1696
Epoch 1946/5000
148/148 [==============================] - 0s 41us/step - loss: 95077.6719 - mean_absolute_error: 264.6926 - val_loss: 159010.3312 - val_mean_absolute_error: 377.1687
Epoch 1947/5000
148/148 [==============================] - 0s 27us/step - loss: 95077.1484 - mean_absolute_error: 264.6916 - val_loss: 159009.5787 - val_mean_absolute_error: 377.1677
Epoch 1948/5000
148/148 [==============================] - 0s 34us/step - loss: 95076.6094 - mean_absolute_error: 264.6906 - val_loss: 159008.8267 - val_mean_absolute_error: 377.1667
Epoch 1949/5000
148/148 [==============================] - 0s 27us/step - loss: 95076.0781 - mean_absolute_error: 264.6896 - val_loss: 159008.0594 - val_mean_absolute_error: 377.1658
Epoch 1950/5000
148/148 [==============================] - 0s 27us/step - loss: 95075.5703 - mean_absolute_error: 264.6887 - val_loss: 159007.3225 - val_mean_absolute_error: 377.1648
Epoch 1951/5000
148/148 [==============================] - 0s 34us/step - loss: 95075.0234 - mean_absolute_error: 264.6877 - val_loss: 159006.5548 - val_mean_absolute_error: 377.1637
Epoch 1952/5000
148/148 [==============================] - 0s 34us/step - loss: 95074.4922 - mean_absolute_error: 264.6866 - val_loss: 159005.8183 - val_mean_absolute_error: 377.1628
Epoch 1953/5000
148/148 [==============================] - 0s 34us/step - loss: 95073.9766 - mean_absolute_error: 264.6856 - val_loss: 159005.0660 - val_mean_absolute_error: 377.1618
Epoch 1954/5000
148/148 [==============================] - 0s 27us/step - loss: 95073.4453 - mean_absolute_error: 264.6846 - val_loss: 159004.2983 - val_mean_absolute_error: 377.1609
Epoch 1955/5000
148/148 [==============================] - 0s 34us/step - loss: 95072.9219 - mean_absolute_error: 264.6837 - val_loss: 159003.5463 - val_mean_absolute_error: 377.1599
Epoch 1956/5000
148/148 [==============================] - 0s 34us/step - loss: 95072.3750 - mean_absolute_error: 264.6826 - val_loss: 159002.8250 - val_mean_absolute_error: 377.1589
Epoch 1957/5000
148/148 [==============================] - 0s 27us/step - loss: 95071.8594 - mean_absolute_error: 264.6816 - val_loss: 159002.0575 - val_mean_absolute_error: 377.1579
Epoch 1958/5000
148/148 [==============================] - 0s 41us/step - loss: 95071.3281 - mean_absolute_error: 264.6806 - val_loss: 159001.2900 - val_mean_absolute_error: 377.1570
Epoch 1959/5000
148/148 [==============================] - 0s 34us/step - loss: 95070.7969 - mean_absolute_error: 264.6796 - val_loss: 159000.5533 - val_mean_absolute_error: 377.1560
Epoch 1960/5000
148/148 [==============================] - 0s 34us/step - loss: 95070.2734 - mean_absolute_error: 264.6786 - val_loss: 158999.8012 - val_mean_absolute_error: 377.1550
Epoch 1961/5000
148/148 [==============================] - 0s 41us/step - loss: 95069.7500 - mean_absolute_error: 264.6776 - val_loss: 158999.0179 - val_mean_absolute_error: 377.1540
Epoch 1962/5000
148/148 [==============================] - 0s 34us/step - loss: 95069.2188 - mean_absolute_error: 264.6767 - val_loss: 158998.2971 - val_mean_absolute_error: 377.1531
Epoch 1963/5000
148/148 [==============================] - 0s 27us/step - loss: 95068.6953 - mean_absolute_error: 264.6757 - val_loss: 158997.5448 - val_mean_absolute_error: 377.1521
Epoch 1964/5000
148/148 [==============================] - 0s 34us/step - loss: 95068.1641 - mean_absolute_error: 264.6747 - val_loss: 158996.7771 - val_mean_absolute_error: 377.1512
Epoch 1965/5000
148/148 [==============================] - 0s 27us/step - loss: 95067.6328 - mean_absolute_error: 264.6737 - val_loss: 158996.0252 - val_mean_absolute_error: 377.1502
Epoch 1966/5000
148/148 [==============================] - 0s 34us/step - loss: 95067.1094 - mean_absolute_error: 264.6727 - val_loss: 158995.2883 - val_mean_absolute_error: 377.1492
Epoch 1967/5000
148/148 [==============================] - 0s 34us/step - loss: 95066.5781 - mean_absolute_error: 264.6717 - val_loss: 158994.5208 - val_mean_absolute_error: 377.1483
Epoch 1968/5000
148/148 [==============================] - 0s 27us/step - loss: 95066.0469 - mean_absolute_error: 264.6707 - val_loss: 158993.7842 - val_mean_absolute_error: 377.1473
Epoch 1969/5000
148/148 [==============================] - 0s 27us/step - loss: 95065.5234 - mean_absolute_error: 264.6696 - val_loss: 158993.0167 - val_mean_absolute_error: 377.1463
Epoch 1970/5000
148/148 [==============================] - 0s 34us/step - loss: 95064.9922 - mean_absolute_error: 264.6686 - val_loss: 158992.2644 - val_mean_absolute_error: 377.1453
Epoch 1971/5000
148/148 [==============================] - 0s 27us/step - loss: 95064.4766 - mean_absolute_error: 264.6677 - val_loss: 158991.5279 - val_mean_absolute_error: 377.1444
Epoch 1972/5000
148/148 [==============================] - 0s 27us/step - loss: 95063.9375 - mean_absolute_error: 264.6667 - val_loss: 158990.7756 - val_mean_absolute_error: 377.1434
Epoch 1973/5000
148/148 [==============================] - 0s 34us/step - loss: 95063.4141 - mean_absolute_error: 264.6657 - val_loss: 158989.9925 - val_mean_absolute_error: 377.1424
Epoch 1974/5000
148/148 [==============================] - 0s 34us/step - loss: 95062.8828 - mean_absolute_error: 264.6646 - val_loss: 158989.2558 - val_mean_absolute_error: 377.1414
Epoch 1975/5000
148/148 [==============================] - 0s 34us/step - loss: 95062.3516 - mean_absolute_error: 264.6636 - val_loss: 158988.5038 - val_mean_absolute_error: 377.1404
Epoch 1976/5000
148/148 [==============================] - 0s 27us/step - loss: 95061.8281 - mean_absolute_error: 264.6627 - val_loss: 158987.7517 - val_mean_absolute_error: 377.1395
Epoch 1977/5000
148/148 [==============================] - 0s 34us/step - loss: 95061.2969 - mean_absolute_error: 264.6617 - val_loss: 158986.9994 - val_mean_absolute_error: 377.1385
Epoch 1978/5000
148/148 [==============================] - 0s 34us/step - loss: 95060.7578 - mean_absolute_error: 264.6607 - val_loss: 158986.2629 - val_mean_absolute_error: 377.1375
Epoch 1979/5000
148/148 [==============================] - 0s 34us/step - loss: 95060.2500 - mean_absolute_error: 264.6597 - val_loss: 158985.5106 - val_mean_absolute_error: 377.1365
Epoch 1980/5000
148/148 [==============================] - 0s 27us/step - loss: 95059.7109 - mean_absolute_error: 264.6586 - val_loss: 158984.7429 - val_mean_absolute_error: 377.1356
Epoch 1981/5000
148/148 [==============================] - 0s 27us/step - loss: 95059.1719 - mean_absolute_error: 264.6577 - val_loss: 158983.9912 - val_mean_absolute_error: 377.1346
Epoch 1982/5000
148/148 [==============================] - 0s 27us/step - loss: 95058.6641 - mean_absolute_error: 264.6567 - val_loss: 158983.2387 - val_mean_absolute_error: 377.1336
Epoch 1983/5000
148/148 [==============================] - 0s 27us/step - loss: 95058.1250 - mean_absolute_error: 264.6557 - val_loss: 158982.4867 - val_mean_absolute_error: 377.1327
Epoch 1984/5000
148/148 [==============================] - 0s 34us/step - loss: 95057.5938 - mean_absolute_error: 264.6547 - val_loss: 158981.7346 - val_mean_absolute_error: 377.1317
Epoch 1985/5000
148/148 [==============================] - 0s 27us/step - loss: 95057.0781 - mean_absolute_error: 264.6537 - val_loss: 158980.9979 - val_mean_absolute_error: 377.1308
Epoch 1986/5000
148/148 [==============================] - 0s 27us/step - loss: 95056.5469 - mean_absolute_error: 264.6527 - val_loss: 158980.2304 - val_mean_absolute_error: 377.1298
Epoch 1987/5000
148/148 [==============================] - 0s 34us/step - loss: 95056.0234 - mean_absolute_error: 264.6517 - val_loss: 158979.4937 - val_mean_absolute_error: 377.1288
Epoch 1988/5000
148/148 [==============================] - 0s 27us/step - loss: 95055.5000 - mean_absolute_error: 264.6507 - val_loss: 158978.7417 - val_mean_absolute_error: 377.1279
Epoch 1989/5000
148/148 [==============================] - 0s 34us/step - loss: 95054.9688 - mean_absolute_error: 264.6497 - val_loss: 158977.9585 - val_mean_absolute_error: 377.1269
Epoch 1990/5000
148/148 [==============================] - 0s 41us/step - loss: 95054.4219 - mean_absolute_error: 264.6487 - val_loss: 158977.2217 - val_mean_absolute_error: 377.1259
Epoch 1991/5000
148/148 [==============================] - 0s 27us/step - loss: 95053.8984 - mean_absolute_error: 264.6478 - val_loss: 158976.4698 - val_mean_absolute_error: 377.1250
Epoch 1992/5000
148/148 [==============================] - 0s 27us/step - loss: 95053.3828 - mean_absolute_error: 264.6468 - val_loss: 158975.7329 - val_mean_absolute_error: 377.1240
Epoch 1993/5000
148/148 [==============================] - 0s 27us/step - loss: 95052.8438 - mean_absolute_error: 264.6457 - val_loss: 158974.9500 - val_mean_absolute_error: 377.1230
Epoch 1994/5000
148/148 [==============================] - 0s 34us/step - loss: 95052.3203 - mean_absolute_error: 264.6447 - val_loss: 158974.2133 - val_mean_absolute_error: 377.1221
Epoch 1995/5000
148/148 [==============================] - 0s 34us/step - loss: 95051.8047 - mean_absolute_error: 264.6437 - val_loss: 158973.4612 - val_mean_absolute_error: 377.1211
Epoch 1996/5000
148/148 [==============================] - 0s 34us/step - loss: 95051.2734 - mean_absolute_error: 264.6428 - val_loss: 158972.6935 - val_mean_absolute_error: 377.1201
Epoch 1997/5000
148/148 [==============================] - 0s 27us/step - loss: 95050.7344 - mean_absolute_error: 264.6418 - val_loss: 158971.9417 - val_mean_absolute_error: 377.1192
Epoch 1998/5000
148/148 [==============================] - 0s 34us/step - loss: 95050.2188 - mean_absolute_error: 264.6407 - val_loss: 158971.2202 - val_mean_absolute_error: 377.1181
Epoch 1999/5000
148/148 [==============================] - 0s 34us/step - loss: 95049.6797 - mean_absolute_error: 264.6397 - val_loss: 158970.4525 - val_mean_absolute_error: 377.1171
Epoch 2000/5000
148/148 [==============================] - 0s 41us/step - loss: 95049.1562 - mean_absolute_error: 264.6388 - val_loss: 158969.7006 - val_mean_absolute_error: 377.1162
Epoch 2001/5000
148/148 [==============================] - 0s 34us/step - loss: 95048.6250 - mean_absolute_error: 264.6378 - val_loss: 158968.9483 - val_mean_absolute_error: 377.1152
Epoch 2002/5000
148/148 [==============================] - 0s 27us/step - loss: 95048.1016 - mean_absolute_error: 264.6368 - val_loss: 158968.1963 - val_mean_absolute_error: 377.1142
Epoch 2003/5000
148/148 [==============================] - 0s 34us/step - loss: 95047.5625 - mean_absolute_error: 264.6357 - val_loss: 158967.4442 - val_mean_absolute_error: 377.1133
Epoch 2004/5000
148/148 [==============================] - 0s 27us/step - loss: 95047.0547 - mean_absolute_error: 264.6347 - val_loss: 158966.6921 - val_mean_absolute_error: 377.1123
Epoch 2005/5000
148/148 [==============================] - 0s 34us/step - loss: 95046.5156 - mean_absolute_error: 264.6337 - val_loss: 158965.9244 - val_mean_absolute_error: 377.1113
Epoch 2006/5000
148/148 [==============================] - 0s 34us/step - loss: 95045.9844 - mean_absolute_error: 264.6328 - val_loss: 158965.2188 - val_mean_absolute_error: 377.1103
Epoch 2007/5000
148/148 [==============================] - 0s 34us/step - loss: 95045.4609 - mean_absolute_error: 264.6317 - val_loss: 158964.4513 - val_mean_absolute_error: 377.1094
Epoch 2008/5000
148/148 [==============================] - 0s 34us/step - loss: 95044.9297 - mean_absolute_error: 264.6308 - val_loss: 158963.6833 - val_mean_absolute_error: 377.1084
Epoch 2009/5000
148/148 [==============================] - 0s 27us/step - loss: 95044.3984 - mean_absolute_error: 264.6298 - val_loss: 158962.9158 - val_mean_absolute_error: 377.1074
Epoch 2010/5000
148/148 [==============================] - 0s 34us/step - loss: 95043.8672 - mean_absolute_error: 264.6288 - val_loss: 158962.1946 - val_mean_absolute_error: 377.1065
Epoch 2011/5000
148/148 [==============================] - 0s 27us/step - loss: 95043.3516 - mean_absolute_error: 264.6278 - val_loss: 158961.4117 - val_mean_absolute_error: 377.1055
Epoch 2012/5000
148/148 [==============================] - 0s 34us/step - loss: 95042.8203 - mean_absolute_error: 264.6268 - val_loss: 158960.6904 - val_mean_absolute_error: 377.1046
Epoch 2013/5000
148/148 [==============================] - 0s 34us/step - loss: 95042.2891 - mean_absolute_error: 264.6258 - val_loss: 158959.9229 - val_mean_absolute_error: 377.1036
Epoch 2014/5000
148/148 [==============================] - 0s 27us/step - loss: 95041.7734 - mean_absolute_error: 264.6248 - val_loss: 158959.1554 - val_mean_absolute_error: 377.1026
Epoch 2015/5000
148/148 [==============================] - 0s 34us/step - loss: 95041.2344 - mean_absolute_error: 264.6238 - val_loss: 158958.4185 - val_mean_absolute_error: 377.1016
Epoch 2016/5000
148/148 [==============================] - 0s 27us/step - loss: 95040.7031 - mean_absolute_error: 264.6227 - val_loss: 158957.6667 - val_mean_absolute_error: 377.1007
Epoch 2017/5000
148/148 [==============================] - 0s 41us/step - loss: 95040.1875 - mean_absolute_error: 264.6218 - val_loss: 158956.9144 - val_mean_absolute_error: 377.0997
Epoch 2018/5000
148/148 [==============================] - 0s 27us/step - loss: 95039.6484 - mean_absolute_error: 264.6208 - val_loss: 158956.1621 - val_mean_absolute_error: 377.0987
Epoch 2019/5000
148/148 [==============================] - 0s 34us/step - loss: 95039.1094 - mean_absolute_error: 264.6198 - val_loss: 158955.3948 - val_mean_absolute_error: 377.0978
Epoch 2020/5000
148/148 [==============================] - 0s 27us/step - loss: 95038.6016 - mean_absolute_error: 264.6188 - val_loss: 158954.6579 - val_mean_absolute_error: 377.0968
Epoch 2021/5000
148/148 [==============================] - 0s 27us/step - loss: 95038.0703 - mean_absolute_error: 264.6178 - val_loss: 158953.8904 - val_mean_absolute_error: 377.0958
Epoch 2022/5000
148/148 [==============================] - 0s 27us/step - loss: 95037.5391 - mean_absolute_error: 264.6168 - val_loss: 158953.1537 - val_mean_absolute_error: 377.0948
Epoch 2023/5000
148/148 [==============================] - 0s 34us/step - loss: 95037.0234 - mean_absolute_error: 264.6158 - val_loss: 158952.4017 - val_mean_absolute_error: 377.0939
Epoch 2024/5000
148/148 [==============================] - 0s 34us/step - loss: 95036.4844 - mean_absolute_error: 264.6148 - val_loss: 158951.6494 - val_mean_absolute_error: 377.0929
Epoch 2025/5000
148/148 [==============================] - 0s 34us/step - loss: 95035.9609 - mean_absolute_error: 264.6138 - val_loss: 158950.8971 - val_mean_absolute_error: 377.0919
Epoch 2026/5000
148/148 [==============================] - 0s 34us/step - loss: 95035.4219 - mean_absolute_error: 264.6128 - val_loss: 158950.1452 - val_mean_absolute_error: 377.0909
Epoch 2027/5000
148/148 [==============================] - 0s 34us/step - loss: 95034.9062 - mean_absolute_error: 264.6118 - val_loss: 158949.3775 - val_mean_absolute_error: 377.0899
Epoch 2028/5000
148/148 [==============================] - 0s 41us/step - loss: 95034.3750 - mean_absolute_error: 264.6108 - val_loss: 158948.6408 - val_mean_absolute_error: 377.0890
Epoch 2029/5000
148/148 [==============================] - 0s 27us/step - loss: 95033.8359 - mean_absolute_error: 264.6098 - val_loss: 158947.8888 - val_mean_absolute_error: 377.0880
Epoch 2030/5000
148/148 [==============================] - 0s 34us/step - loss: 95033.3281 - mean_absolute_error: 264.6088 - val_loss: 158947.1367 - val_mean_absolute_error: 377.0871
Epoch 2031/5000
148/148 [==============================] - 0s 34us/step - loss: 95032.7891 - mean_absolute_error: 264.6078 - val_loss: 158946.3692 - val_mean_absolute_error: 377.0861
Epoch 2032/5000
148/148 [==============================] - 0s 27us/step - loss: 95032.2500 - mean_absolute_error: 264.6068 - val_loss: 158945.6479 - val_mean_absolute_error: 377.0851
Epoch 2033/5000
148/148 [==============================] - 0s 34us/step - loss: 95031.7422 - mean_absolute_error: 264.6058 - val_loss: 158944.8650 - val_mean_absolute_error: 377.0841
Epoch 2034/5000
148/148 [==============================] - 0s 27us/step - loss: 95031.2031 - mean_absolute_error: 264.6049 - val_loss: 158944.1279 - val_mean_absolute_error: 377.0832
Epoch 2035/5000
148/148 [==============================] - 0s 34us/step - loss: 95030.6719 - mean_absolute_error: 264.6039 - val_loss: 158943.3763 - val_mean_absolute_error: 377.0823
Epoch 2036/5000
148/148 [==============================] - 0s 34us/step - loss: 95030.1562 - mean_absolute_error: 264.6028 - val_loss: 158942.6394 - val_mean_absolute_error: 377.0813
Epoch 2037/5000
148/148 [==============================] - 0s 34us/step - loss: 95029.6250 - mean_absolute_error: 264.6019 - val_loss: 158941.8717 - val_mean_absolute_error: 377.0803
Epoch 2038/5000
148/148 [==============================] - 0s 34us/step - loss: 95029.0859 - mean_absolute_error: 264.6009 - val_loss: 158941.1198 - val_mean_absolute_error: 377.0793
Epoch 2039/5000
148/148 [==============================] - 0s 41us/step - loss: 95028.5703 - mean_absolute_error: 264.5999 - val_loss: 158940.3521 - val_mean_absolute_error: 377.0783
Epoch 2040/5000
148/148 [==============================] - 0s 27us/step - loss: 95028.0391 - mean_absolute_error: 264.5988 - val_loss: 158939.6000 - val_mean_absolute_error: 377.0774
Epoch 2041/5000
148/148 [==============================] - 0s 34us/step - loss: 95027.5000 - mean_absolute_error: 264.5979 - val_loss: 158938.8633 - val_mean_absolute_error: 377.0765
Epoch 2042/5000
148/148 [==============================] - 0s 27us/step - loss: 95026.9922 - mean_absolute_error: 264.5968 - val_loss: 158938.1267 - val_mean_absolute_error: 377.0755
Epoch 2043/5000
148/148 [==============================] - 0s 34us/step - loss: 95026.4688 - mean_absolute_error: 264.5959 - val_loss: 158937.3435 - val_mean_absolute_error: 377.0745
Epoch 2044/5000
148/148 [==============================] - 0s 41us/step - loss: 95025.9219 - mean_absolute_error: 264.5949 - val_loss: 158936.6225 - val_mean_absolute_error: 377.0735
Epoch 2045/5000
148/148 [==============================] - 0s 27us/step - loss: 95025.4062 - mean_absolute_error: 264.5938 - val_loss: 158935.8548 - val_mean_absolute_error: 377.0725
Epoch 2046/5000
148/148 [==============================] - 0s 27us/step - loss: 95024.8750 - mean_absolute_error: 264.5929 - val_loss: 158935.1025 - val_mean_absolute_error: 377.0715
Epoch 2047/5000
148/148 [==============================] - 0s 27us/step - loss: 95024.3438 - mean_absolute_error: 264.5919 - val_loss: 158934.3504 - val_mean_absolute_error: 377.0706
Epoch 2048/5000
148/148 [==============================] - 0s 34us/step - loss: 95023.8125 - mean_absolute_error: 264.5909 - val_loss: 158933.5983 - val_mean_absolute_error: 377.0696
Epoch 2049/5000
148/148 [==============================] - 0s 20us/step - loss: 95023.2812 - mean_absolute_error: 264.5899 - val_loss: 158932.8308 - val_mean_absolute_error: 377.0686
Epoch 2050/5000
148/148 [==============================] - 0s 41us/step - loss: 95022.7578 - mean_absolute_error: 264.5889 - val_loss: 158932.0940 - val_mean_absolute_error: 377.0676
Epoch 2051/5000
148/148 [==============================] - 0s 27us/step - loss: 95022.2266 - mean_absolute_error: 264.5878 - val_loss: 158931.3575 - val_mean_absolute_error: 377.0667
Epoch 2052/5000
148/148 [==============================] - 0s 27us/step - loss: 95021.7109 - mean_absolute_error: 264.5869 - val_loss: 158930.6054 - val_mean_absolute_error: 377.0657
Epoch 2053/5000
148/148 [==============================] - 0s 41us/step - loss: 95021.1719 - mean_absolute_error: 264.5859 - val_loss: 158929.8375 - val_mean_absolute_error: 377.0647
Epoch 2054/5000
148/148 [==============================] - 0s 27us/step - loss: 95020.6484 - mean_absolute_error: 264.5849 - val_loss: 158929.0858 - val_mean_absolute_error: 377.0638
Epoch 2055/5000
148/148 [==============================] - 0s 27us/step - loss: 95020.1250 - mean_absolute_error: 264.5839 - val_loss: 158928.3488 - val_mean_absolute_error: 377.0628
Epoch 2056/5000
148/148 [==============================] - 0s 27us/step - loss: 95019.5859 - mean_absolute_error: 264.5829 - val_loss: 158927.5658 - val_mean_absolute_error: 377.0618
Epoch 2057/5000
148/148 [==============================] - 0s 27us/step - loss: 95019.0625 - mean_absolute_error: 264.5819 - val_loss: 158926.8294 - val_mean_absolute_error: 377.0609
Epoch 2058/5000
148/148 [==============================] - 0s 34us/step - loss: 95018.5391 - mean_absolute_error: 264.5809 - val_loss: 158926.0925 - val_mean_absolute_error: 377.0599
Epoch 2059/5000
148/148 [==============================] - 0s 34us/step - loss: 95018.0156 - mean_absolute_error: 264.5799 - val_loss: 158925.3250 - val_mean_absolute_error: 377.0589
Epoch 2060/5000
148/148 [==============================] - 0s 34us/step - loss: 95017.4766 - mean_absolute_error: 264.5789 - val_loss: 158924.5883 - val_mean_absolute_error: 377.0580
Epoch 2061/5000
148/148 [==============================] - 0s 27us/step - loss: 95016.9688 - mean_absolute_error: 264.5779 - val_loss: 158923.8208 - val_mean_absolute_error: 377.0570
Epoch 2062/5000
148/148 [==============================] - 0s 41us/step - loss: 95016.4297 - mean_absolute_error: 264.5769 - val_loss: 158923.0685 - val_mean_absolute_error: 377.0560
Epoch 2063/5000
148/148 [==============================] - 0s 27us/step - loss: 95015.8984 - mean_absolute_error: 264.5759 - val_loss: 158922.3167 - val_mean_absolute_error: 377.0550
Epoch 2064/5000
148/148 [==============================] - 0s 27us/step - loss: 95015.3750 - mean_absolute_error: 264.5749 - val_loss: 158921.5644 - val_mean_absolute_error: 377.0541
Epoch 2065/5000
148/148 [==============================] - 0s 27us/step - loss: 95014.8438 - mean_absolute_error: 264.5739 - val_loss: 158920.7967 - val_mean_absolute_error: 377.0531
Epoch 2066/5000
148/148 [==============================] - 0s 27us/step - loss: 95014.3125 - mean_absolute_error: 264.5729 - val_loss: 158920.0600 - val_mean_absolute_error: 377.0520
Epoch 2067/5000
148/148 [==============================] - 0s 27us/step - loss: 95013.7812 - mean_absolute_error: 264.5719 - val_loss: 158919.3079 - val_mean_absolute_error: 377.0511
Epoch 2068/5000
148/148 [==============================] - 0s 27us/step - loss: 95013.2656 - mean_absolute_error: 264.5709 - val_loss: 158918.5558 - val_mean_absolute_error: 377.0501
Epoch 2069/5000
148/148 [==============================] - 0s 34us/step - loss: 95012.7266 - mean_absolute_error: 264.5699 - val_loss: 158917.7881 - val_mean_absolute_error: 377.0492
Epoch 2070/5000
148/148 [==============================] - 0s 34us/step - loss: 95012.2031 - mean_absolute_error: 264.5689 - val_loss: 158917.0671 - val_mean_absolute_error: 377.0482
Epoch 2071/5000
148/148 [==============================] - 0s 34us/step - loss: 95011.6719 - mean_absolute_error: 264.5679 - val_loss: 158916.3148 - val_mean_absolute_error: 377.0472
Epoch 2072/5000
148/148 [==============================] - 0s 27us/step - loss: 95011.1484 - mean_absolute_error: 264.5669 - val_loss: 158915.5317 - val_mean_absolute_error: 377.0463
Epoch 2073/5000
148/148 [==============================] - 0s 34us/step - loss: 95010.6172 - mean_absolute_error: 264.5659 - val_loss: 158914.7954 - val_mean_absolute_error: 377.0453
Epoch 2074/5000
148/148 [==============================] - 0s 34us/step - loss: 95010.0938 - mean_absolute_error: 264.5649 - val_loss: 158914.0583 - val_mean_absolute_error: 377.0443
Epoch 2075/5000
148/148 [==============================] - 0s 27us/step - loss: 95009.5703 - mean_absolute_error: 264.5639 - val_loss: 158913.2908 - val_mean_absolute_error: 377.0434
Epoch 2076/5000
148/148 [==============================] - 0s 34us/step - loss: 95009.0391 - mean_absolute_error: 264.5629 - val_loss: 158912.5388 - val_mean_absolute_error: 377.0424
Epoch 2077/5000
148/148 [==============================] - 0s 34us/step - loss: 95008.5078 - mean_absolute_error: 264.5619 - val_loss: 158911.7867 - val_mean_absolute_error: 377.0415
Epoch 2078/5000
148/148 [==============================] - 0s 34us/step - loss: 95007.9766 - mean_absolute_error: 264.5609 - val_loss: 158911.0346 - val_mean_absolute_error: 377.0405
Epoch 2079/5000
148/148 [==============================] - 0s 27us/step - loss: 95007.4531 - mean_absolute_error: 264.5599 - val_loss: 158910.2979 - val_mean_absolute_error: 377.0395
Epoch 2080/5000
148/148 [==============================] - 0s 34us/step - loss: 95006.9375 - mean_absolute_error: 264.5590 - val_loss: 158909.5304 - val_mean_absolute_error: 377.0385
Epoch 2081/5000
148/148 [==============================] - 0s 27us/step - loss: 95006.3984 - mean_absolute_error: 264.5580 - val_loss: 158908.7781 - val_mean_absolute_error: 377.0376
Epoch 2082/5000
148/148 [==============================] - 0s 34us/step - loss: 95005.8750 - mean_absolute_error: 264.5570 - val_loss: 158908.0417 - val_mean_absolute_error: 377.0366
Epoch 2083/5000
148/148 [==============================] - 0s 27us/step - loss: 95005.3516 - mean_absolute_error: 264.5560 - val_loss: 158907.2740 - val_mean_absolute_error: 377.0356
Epoch 2084/5000
148/148 [==============================] - 0s 34us/step - loss: 95004.8281 - mean_absolute_error: 264.5550 - val_loss: 158906.5063 - val_mean_absolute_error: 377.0347
Epoch 2085/5000
148/148 [==============================] - 0s 34us/step - loss: 95004.2812 - mean_absolute_error: 264.5540 - val_loss: 158905.7542 - val_mean_absolute_error: 377.0337
Epoch 2086/5000
148/148 [==============================] - 0s 34us/step - loss: 95003.7500 - mean_absolute_error: 264.5529 - val_loss: 158905.0175 - val_mean_absolute_error: 377.0327
Epoch 2087/5000
148/148 [==============================] - 0s 34us/step - loss: 95003.2266 - mean_absolute_error: 264.5520 - val_loss: 158904.2500 - val_mean_absolute_error: 377.0317
Epoch 2088/5000
148/148 [==============================] - 0s 27us/step - loss: 95002.7031 - mean_absolute_error: 264.5510 - val_loss: 158903.5131 - val_mean_absolute_error: 377.0308
Epoch 2089/5000
148/148 [==============================] - 0s 34us/step - loss: 95002.1719 - mean_absolute_error: 264.5500 - val_loss: 158902.7613 - val_mean_absolute_error: 377.0298
Epoch 2090/5000
148/148 [==============================] - 0s 34us/step - loss: 95001.6562 - mean_absolute_error: 264.5490 - val_loss: 158902.0244 - val_mean_absolute_error: 377.0289
Epoch 2091/5000
148/148 [==============================] - 0s 34us/step - loss: 95001.1250 - mean_absolute_error: 264.5480 - val_loss: 158901.2412 - val_mean_absolute_error: 377.0278
Epoch 2092/5000
148/148 [==============================] - 0s 34us/step - loss: 95000.5938 - mean_absolute_error: 264.5470 - val_loss: 158900.5050 - val_mean_absolute_error: 377.0268
Epoch 2093/5000
148/148 [==============================] - 0s 27us/step - loss: 95000.0781 - mean_absolute_error: 264.5460 - val_loss: 158899.7525 - val_mean_absolute_error: 377.0259
Epoch 2094/5000
148/148 [==============================] - 0s 27us/step - loss: 94999.5312 - mean_absolute_error: 264.5450 - val_loss: 158899.0004 - val_mean_absolute_error: 377.0249
Epoch 2095/5000
148/148 [==============================] - 0s 34us/step - loss: 94999.0078 - mean_absolute_error: 264.5440 - val_loss: 158898.2638 - val_mean_absolute_error: 377.0240
Epoch 2096/5000
148/148 [==============================] - 0s 34us/step - loss: 94998.4844 - mean_absolute_error: 264.5430 - val_loss: 158897.5117 - val_mean_absolute_error: 377.0230
Epoch 2097/5000
148/148 [==============================] - 0s 34us/step - loss: 94997.9531 - mean_absolute_error: 264.5419 - val_loss: 158896.7288 - val_mean_absolute_error: 377.0220
Epoch 2098/5000
148/148 [==============================] - 0s 27us/step - loss: 94997.4297 - mean_absolute_error: 264.5410 - val_loss: 158896.0075 - val_mean_absolute_error: 377.0210
Epoch 2099/5000
148/148 [==============================] - 0s 27us/step - loss: 94996.9062 - mean_absolute_error: 264.5400 - val_loss: 158895.2554 - val_mean_absolute_error: 377.0201
Epoch 2100/5000
148/148 [==============================] - 0s 34us/step - loss: 94996.3750 - mean_absolute_error: 264.5390 - val_loss: 158894.4877 - val_mean_absolute_error: 377.0191
Epoch 2101/5000
148/148 [==============================] - 0s 41us/step - loss: 94995.8359 - mean_absolute_error: 264.5380 - val_loss: 158893.7513 - val_mean_absolute_error: 377.0182
Epoch 2102/5000
148/148 [==============================] - 0s 34us/step - loss: 94995.3281 - mean_absolute_error: 264.5370 - val_loss: 158892.9990 - val_mean_absolute_error: 377.0172
Epoch 2103/5000
148/148 [==============================] - 0s 27us/step - loss: 94994.7812 - mean_absolute_error: 264.5360 - val_loss: 158892.2158 - val_mean_absolute_error: 377.0162
Epoch 2104/5000
148/148 [==============================] - 0s 34us/step - loss: 94994.2578 - mean_absolute_error: 264.5350 - val_loss: 158891.4950 - val_mean_absolute_error: 377.0152
Epoch 2105/5000
148/148 [==============================] - 0s 27us/step - loss: 94993.7422 - mean_absolute_error: 264.5340 - val_loss: 158890.7271 - val_mean_absolute_error: 377.0143
Epoch 2106/5000
148/148 [==============================] - 0s 34us/step - loss: 94993.2109 - mean_absolute_error: 264.5331 - val_loss: 158889.9750 - val_mean_absolute_error: 377.0133
Epoch 2107/5000
148/148 [==============================] - 0s 27us/step - loss: 94992.6719 - mean_absolute_error: 264.5320 - val_loss: 158889.2227 - val_mean_absolute_error: 377.0123
Epoch 2108/5000
148/148 [==============================] - 0s 34us/step - loss: 94992.1484 - mean_absolute_error: 264.5311 - val_loss: 158888.4708 - val_mean_absolute_error: 377.0114
Epoch 2109/5000
148/148 [==============================] - 0s 34us/step - loss: 94991.6250 - mean_absolute_error: 264.5300 - val_loss: 158887.7340 - val_mean_absolute_error: 377.0104
Epoch 2110/5000
148/148 [==============================] - 0s 34us/step - loss: 94991.0938 - mean_absolute_error: 264.5290 - val_loss: 158886.9662 - val_mean_absolute_error: 377.0094
Epoch 2111/5000
148/148 [==============================] - 0s 27us/step - loss: 94990.5625 - mean_absolute_error: 264.5280 - val_loss: 158886.2300 - val_mean_absolute_error: 377.0085
Epoch 2112/5000
148/148 [==============================] - 0s 34us/step - loss: 94990.0391 - mean_absolute_error: 264.5270 - val_loss: 158885.4775 - val_mean_absolute_error: 377.0075
Epoch 2113/5000
148/148 [==============================] - 0s 34us/step - loss: 94989.5156 - mean_absolute_error: 264.5260 - val_loss: 158884.6946 - val_mean_absolute_error: 377.0064
Epoch 2114/5000
148/148 [==============================] - 0s 27us/step - loss: 94988.9766 - mean_absolute_error: 264.5250 - val_loss: 158883.9890 - val_mean_absolute_error: 377.0055
Epoch 2115/5000
148/148 [==============================] - 0s 34us/step - loss: 94988.4531 - mean_absolute_error: 264.5240 - val_loss: 158883.2213 - val_mean_absolute_error: 377.0045
Epoch 2116/5000
148/148 [==============================] - 0s 27us/step - loss: 94987.9297 - mean_absolute_error: 264.5230 - val_loss: 158882.4692 - val_mean_absolute_error: 377.0036
Epoch 2117/5000
148/148 [==============================] - 0s 27us/step - loss: 94987.3906 - mean_absolute_error: 264.5221 - val_loss: 158881.7171 - val_mean_absolute_error: 377.0026
Epoch 2118/5000
148/148 [==============================] - 0s 27us/step - loss: 94986.8828 - mean_absolute_error: 264.5210 - val_loss: 158880.9650 - val_mean_absolute_error: 377.0016
Epoch 2119/5000
148/148 [==============================] - 0s 27us/step - loss: 94986.3438 - mean_absolute_error: 264.5201 - val_loss: 158880.1973 - val_mean_absolute_error: 377.0007
Epoch 2120/5000
148/148 [==============================] - 0s 27us/step - loss: 94985.8203 - mean_absolute_error: 264.5190 - val_loss: 158879.4608 - val_mean_absolute_error: 376.9996
Epoch 2121/5000
148/148 [==============================] - 0s 41us/step - loss: 94985.2969 - mean_absolute_error: 264.5180 - val_loss: 158878.6933 - val_mean_absolute_error: 376.9987
Epoch 2122/5000
148/148 [==============================] - 0s 41us/step - loss: 94984.7734 - mean_absolute_error: 264.5170 - val_loss: 158877.9408 - val_mean_absolute_error: 376.9977
Epoch 2123/5000
148/148 [==============================] - 0s 34us/step - loss: 94984.2266 - mean_absolute_error: 264.5160 - val_loss: 158877.2200 - val_mean_absolute_error: 376.9967
Epoch 2124/5000
148/148 [==============================] - 0s 34us/step - loss: 94983.7188 - mean_absolute_error: 264.5150 - val_loss: 158876.4369 - val_mean_absolute_error: 376.9958
Epoch 2125/5000
148/148 [==============================] - 0s 27us/step - loss: 94983.1797 - mean_absolute_error: 264.5141 - val_loss: 158875.6846 - val_mean_absolute_error: 376.9949
Epoch 2126/5000
148/148 [==============================] - 0s 34us/step - loss: 94982.6406 - mean_absolute_error: 264.5131 - val_loss: 158874.9635 - val_mean_absolute_error: 376.9939
Epoch 2127/5000
148/148 [==============================] - 0s 27us/step - loss: 94982.1328 - mean_absolute_error: 264.5121 - val_loss: 158874.1958 - val_mean_absolute_error: 376.9929
Epoch 2128/5000
148/148 [==============================] - 0s 27us/step - loss: 94981.6016 - mean_absolute_error: 264.5111 - val_loss: 158873.4592 - val_mean_absolute_error: 376.9920
Epoch 2129/5000
148/148 [==============================] - 0s 34us/step - loss: 94981.0781 - mean_absolute_error: 264.5101 - val_loss: 158872.6913 - val_mean_absolute_error: 376.9910
Epoch 2130/5000
148/148 [==============================] - 0s 27us/step - loss: 94980.5391 - mean_absolute_error: 264.5091 - val_loss: 158871.9396 - val_mean_absolute_error: 376.9900
Epoch 2131/5000
148/148 [==============================] - 0s 27us/step - loss: 94980.0234 - mean_absolute_error: 264.5081 - val_loss: 158871.1873 - val_mean_absolute_error: 376.9891
Epoch 2132/5000
148/148 [==============================] - 0s 41us/step - loss: 94979.4844 - mean_absolute_error: 264.5071 - val_loss: 158870.4196 - val_mean_absolute_error: 376.9880
Epoch 2133/5000
148/148 [==============================] - 0s 27us/step - loss: 94978.9609 - mean_absolute_error: 264.5061 - val_loss: 158869.6831 - val_mean_absolute_error: 376.9871
Epoch 2134/5000
148/148 [==============================] - 0s 34us/step - loss: 94978.4297 - mean_absolute_error: 264.5051 - val_loss: 158868.9308 - val_mean_absolute_error: 376.9861
Epoch 2135/5000
148/148 [==============================] - 0s 27us/step - loss: 94977.9062 - mean_absolute_error: 264.5041 - val_loss: 158868.1633 - val_mean_absolute_error: 376.9852
Epoch 2136/5000
148/148 [==============================] - 0s 34us/step - loss: 94977.3750 - mean_absolute_error: 264.5031 - val_loss: 158867.4421 - val_mean_absolute_error: 376.9842
Epoch 2137/5000
148/148 [==============================] - 0s 54us/step - loss: 94976.8516 - mean_absolute_error: 264.5021 - val_loss: 158866.6746 - val_mean_absolute_error: 376.9832
Epoch 2138/5000
148/148 [==============================] - 0s 27us/step - loss: 94976.3281 - mean_absolute_error: 264.5011 - val_loss: 158865.9071 - val_mean_absolute_error: 376.9822
Epoch 2139/5000
148/148 [==============================] - 0s 34us/step - loss: 94975.7891 - mean_absolute_error: 264.5001 - val_loss: 158865.1704 - val_mean_absolute_error: 376.9812
Epoch 2140/5000
148/148 [==============================] - 0s 27us/step - loss: 94975.2734 - mean_absolute_error: 264.4991 - val_loss: 158864.4183 - val_mean_absolute_error: 376.9803
Epoch 2141/5000
148/148 [==============================] - 0s 34us/step - loss: 94974.7344 - mean_absolute_error: 264.4981 - val_loss: 158863.6506 - val_mean_absolute_error: 376.9793
Epoch 2142/5000
148/148 [==============================] - 0s 34us/step - loss: 94974.2109 - mean_absolute_error: 264.4971 - val_loss: 158862.9296 - val_mean_absolute_error: 376.9784
Epoch 2143/5000
148/148 [==============================] - 0s 27us/step - loss: 94973.6875 - mean_absolute_error: 264.4962 - val_loss: 158862.1465 - val_mean_absolute_error: 376.9774
Epoch 2144/5000
148/148 [==============================] - 0s 27us/step - loss: 94973.1562 - mean_absolute_error: 264.4951 - val_loss: 158861.4096 - val_mean_absolute_error: 376.9764
Epoch 2145/5000
148/148 [==============================] - 0s 34us/step - loss: 94972.6250 - mean_absolute_error: 264.4941 - val_loss: 158860.6577 - val_mean_absolute_error: 376.9754
Epoch 2146/5000
148/148 [==============================] - 0s 34us/step - loss: 94972.1172 - mean_absolute_error: 264.4931 - val_loss: 158859.9054 - val_mean_absolute_error: 376.9745
Epoch 2147/5000
148/148 [==============================] - 0s 27us/step - loss: 94971.5781 - mean_absolute_error: 264.4921 - val_loss: 158859.1533 - val_mean_absolute_error: 376.9735
Epoch 2148/5000
148/148 [==============================] - 0s 41us/step - loss: 94971.0469 - mean_absolute_error: 264.4911 - val_loss: 158858.4167 - val_mean_absolute_error: 376.9725
Epoch 2149/5000
148/148 [==============================] - 0s 34us/step - loss: 94970.5234 - mean_absolute_error: 264.4901 - val_loss: 158857.6338 - val_mean_absolute_error: 376.9716
Epoch 2150/5000
148/148 [==============================] - 0s 20us/step - loss: 94969.9922 - mean_absolute_error: 264.4891 - val_loss: 158856.9123 - val_mean_absolute_error: 376.9706
Epoch 2151/5000
148/148 [==============================] - 0s 27us/step - loss: 94969.4609 - mean_absolute_error: 264.4881 - val_loss: 158856.1604 - val_mean_absolute_error: 376.9696
Epoch 2152/5000
148/148 [==============================] - 0s 34us/step - loss: 94968.9375 - mean_absolute_error: 264.4872 - val_loss: 158855.4083 - val_mean_absolute_error: 376.9687
Epoch 2153/5000
148/148 [==============================] - 0s 20us/step - loss: 94968.4141 - mean_absolute_error: 264.4861 - val_loss: 158854.6404 - val_mean_absolute_error: 376.9677
Epoch 2154/5000
148/148 [==============================] - 0s 34us/step - loss: 94967.8750 - mean_absolute_error: 264.4852 - val_loss: 158853.8729 - val_mean_absolute_error: 376.9667
Epoch 2155/5000
148/148 [==============================] - 0s 34us/step - loss: 94967.3516 - mean_absolute_error: 264.4842 - val_loss: 158853.1517 - val_mean_absolute_error: 376.9657
Epoch 2156/5000
148/148 [==============================] - 0s 27us/step - loss: 94966.8281 - mean_absolute_error: 264.4832 - val_loss: 158852.3996 - val_mean_absolute_error: 376.9647
Epoch 2157/5000
148/148 [==============================] - 0s 34us/step - loss: 94966.3047 - mean_absolute_error: 264.4821 - val_loss: 158851.6167 - val_mean_absolute_error: 376.9638
Epoch 2158/5000
148/148 [==============================] - 0s 41us/step - loss: 94965.7656 - mean_absolute_error: 264.4811 - val_loss: 158850.8954 - val_mean_absolute_error: 376.9628
Epoch 2159/5000
148/148 [==============================] - 0s 34us/step - loss: 94965.2500 - mean_absolute_error: 264.4802 - val_loss: 158850.1279 - val_mean_absolute_error: 376.9619
Epoch 2160/5000
148/148 [==============================] - 0s 34us/step - loss: 94964.7188 - mean_absolute_error: 264.4792 - val_loss: 158849.3910 - val_mean_absolute_error: 376.9608
Epoch 2161/5000
148/148 [==============================] - 0s 27us/step - loss: 94964.1797 - mean_absolute_error: 264.4781 - val_loss: 158848.6237 - val_mean_absolute_error: 376.9599
Epoch 2162/5000
148/148 [==============================] - 0s 27us/step - loss: 94963.6641 - mean_absolute_error: 264.4771 - val_loss: 158847.8715 - val_mean_absolute_error: 376.9589
Epoch 2163/5000
148/148 [==============================] - 0s 27us/step - loss: 94963.1250 - mean_absolute_error: 264.4761 - val_loss: 158847.1192 - val_mean_absolute_error: 376.9579
Epoch 2164/5000
148/148 [==============================] - 0s 47us/step - loss: 94962.6016 - mean_absolute_error: 264.4752 - val_loss: 158846.3829 - val_mean_absolute_error: 376.9569
Epoch 2165/5000
148/148 [==============================] - 0s 27us/step - loss: 94962.0781 - mean_absolute_error: 264.4742 - val_loss: 158845.6150 - val_mean_absolute_error: 376.9560
Epoch 2166/5000
148/148 [==============================] - 0s 34us/step - loss: 94961.5469 - mean_absolute_error: 264.4732 - val_loss: 158844.8783 - val_mean_absolute_error: 376.9550
Epoch 2167/5000
148/148 [==============================] - 0s 34us/step - loss: 94961.0234 - mean_absolute_error: 264.4722 - val_loss: 158844.1265 - val_mean_absolute_error: 376.9540
Epoch 2168/5000
148/148 [==============================] - 0s 34us/step - loss: 94960.5000 - mean_absolute_error: 264.4711 - val_loss: 158843.3742 - val_mean_absolute_error: 376.9531
Epoch 2169/5000
148/148 [==============================] - 0s 34us/step - loss: 94959.9688 - mean_absolute_error: 264.4702 - val_loss: 158842.6065 - val_mean_absolute_error: 376.9521
Epoch 2170/5000
148/148 [==============================] - 0s 27us/step - loss: 94959.4375 - mean_absolute_error: 264.4692 - val_loss: 158841.8700 - val_mean_absolute_error: 376.9511
Epoch 2171/5000
148/148 [==============================] - 0s 34us/step - loss: 94958.9141 - mean_absolute_error: 264.4682 - val_loss: 158841.1179 - val_mean_absolute_error: 376.9502
Epoch 2172/5000
148/148 [==============================] - 0s 27us/step - loss: 94958.3906 - mean_absolute_error: 264.4672 - val_loss: 158840.3654 - val_mean_absolute_error: 376.9492
Epoch 2173/5000
148/148 [==============================] - 0s 27us/step - loss: 94957.8516 - mean_absolute_error: 264.4662 - val_loss: 158839.6137 - val_mean_absolute_error: 376.9483
Epoch 2174/5000
148/148 [==============================] - 0s 27us/step - loss: 94957.3359 - mean_absolute_error: 264.4652 - val_loss: 158838.8617 - val_mean_absolute_error: 376.9473
Epoch 2175/5000
148/148 [==============================] - 0s 27us/step - loss: 94956.8125 - mean_absolute_error: 264.4642 - val_loss: 158838.0938 - val_mean_absolute_error: 376.9463
Epoch 2176/5000
148/148 [==============================] - 0s 27us/step - loss: 94956.2734 - mean_absolute_error: 264.4632 - val_loss: 158837.3575 - val_mean_absolute_error: 376.9454
Epoch 2177/5000
148/148 [==============================] - 0s 27us/step - loss: 94955.7578 - mean_absolute_error: 264.4622 - val_loss: 158836.5896 - val_mean_absolute_error: 376.9444
Epoch 2178/5000
148/148 [==============================] - 0s 47us/step - loss: 94955.2266 - mean_absolute_error: 264.4612 - val_loss: 158835.8375 - val_mean_absolute_error: 376.9434
Epoch 2179/5000
148/148 [==============================] - 0s 27us/step - loss: 94954.6875 - mean_absolute_error: 264.4603 - val_loss: 158835.1165 - val_mean_absolute_error: 376.9424
Epoch 2180/5000
148/148 [==============================] - 0s 34us/step - loss: 94954.1719 - mean_absolute_error: 264.4593 - val_loss: 158834.3333 - val_mean_absolute_error: 376.9415
Epoch 2181/5000
148/148 [==============================] - 0s 27us/step - loss: 94953.6406 - mean_absolute_error: 264.4582 - val_loss: 158833.5812 - val_mean_absolute_error: 376.9405
Epoch 2182/5000
148/148 [==============================] - 0s 27us/step - loss: 94953.1094 - mean_absolute_error: 264.4572 - val_loss: 158832.8287 - val_mean_absolute_error: 376.9396
Epoch 2183/5000
148/148 [==============================] - 0s 27us/step - loss: 94952.5781 - mean_absolute_error: 264.4562 - val_loss: 158832.0925 - val_mean_absolute_error: 376.9386
Epoch 2184/5000
148/148 [==============================] - 0s 27us/step - loss: 94952.0547 - mean_absolute_error: 264.4553 - val_loss: 158831.3402 - val_mean_absolute_error: 376.9376
Epoch 2185/5000
148/148 [==============================] - 0s 41us/step - loss: 94951.5234 - mean_absolute_error: 264.4543 - val_loss: 158830.5879 - val_mean_absolute_error: 376.9366
Epoch 2186/5000
148/148 [==============================] - 0s 27us/step - loss: 94950.9922 - mean_absolute_error: 264.4532 - val_loss: 158829.8360 - val_mean_absolute_error: 376.9356
Epoch 2187/5000
148/148 [==============================] - 0s 34us/step - loss: 94950.4766 - mean_absolute_error: 264.4522 - val_loss: 158829.0837 - val_mean_absolute_error: 376.9346
Epoch 2188/5000
148/148 [==============================] - 0s 27us/step - loss: 94949.9531 - mean_absolute_error: 264.4513 - val_loss: 158828.3317 - val_mean_absolute_error: 376.9337
Epoch 2189/5000
148/148 [==============================] - 0s 34us/step - loss: 94949.4219 - mean_absolute_error: 264.4503 - val_loss: 158827.5796 - val_mean_absolute_error: 376.9327
Epoch 2190/5000
148/148 [==============================] - 0s 34us/step - loss: 94948.8984 - mean_absolute_error: 264.4493 - val_loss: 158826.8275 - val_mean_absolute_error: 376.9317
Epoch 2191/5000
148/148 [==============================] - 0s 34us/step - loss: 94948.3672 - mean_absolute_error: 264.4482 - val_loss: 158826.0752 - val_mean_absolute_error: 376.9307
Epoch 2192/5000
148/148 [==============================] - 0s 34us/step - loss: 94947.8281 - mean_absolute_error: 264.4472 - val_loss: 158825.3233 - val_mean_absolute_error: 376.9298
Epoch 2193/5000
148/148 [==============================] - 0s 27us/step - loss: 94947.3203 - mean_absolute_error: 264.4462 - val_loss: 158824.5713 - val_mean_absolute_error: 376.9288
Epoch 2194/5000
148/148 [==============================] - 0s 27us/step - loss: 94946.7891 - mean_absolute_error: 264.4452 - val_loss: 158823.8188 - val_mean_absolute_error: 376.9278
Epoch 2195/5000
148/148 [==============================] - 0s 41us/step - loss: 94946.2500 - mean_absolute_error: 264.4442 - val_loss: 158823.0825 - val_mean_absolute_error: 376.9269
Epoch 2196/5000
148/148 [==============================] - 0s 34us/step - loss: 94945.7266 - mean_absolute_error: 264.4433 - val_loss: 158822.3148 - val_mean_absolute_error: 376.9259
Epoch 2197/5000
148/148 [==============================] - 0s 27us/step - loss: 94945.1953 - mean_absolute_error: 264.4423 - val_loss: 158821.5625 - val_mean_absolute_error: 376.9249
Epoch 2198/5000
148/148 [==============================] - 0s 27us/step - loss: 94944.6641 - mean_absolute_error: 264.4413 - val_loss: 158820.8106 - val_mean_absolute_error: 376.9240
Epoch 2199/5000
148/148 [==============================] - 0s 20us/step - loss: 94944.1562 - mean_absolute_error: 264.4403 - val_loss: 158820.0738 - val_mean_absolute_error: 376.9230
Epoch 2200/5000
148/148 [==============================] - 0s 41us/step - loss: 94943.6250 - mean_absolute_error: 264.4393 - val_loss: 158819.3062 - val_mean_absolute_error: 376.9221
Epoch 2201/5000
148/148 [==============================] - 0s 34us/step - loss: 94943.0938 - mean_absolute_error: 264.4383 - val_loss: 158818.5544 - val_mean_absolute_error: 376.9211
Epoch 2202/5000
148/148 [==============================] - 0s 34us/step - loss: 94942.5703 - mean_absolute_error: 264.4373 - val_loss: 158817.8021 - val_mean_absolute_error: 376.9201
Epoch 2203/5000
148/148 [==============================] - 0s 27us/step - loss: 94942.0312 - mean_absolute_error: 264.4363 - val_loss: 158817.0652 - val_mean_absolute_error: 376.9191
Epoch 2204/5000
148/148 [==============================] - 0s 34us/step - loss: 94941.5000 - mean_absolute_error: 264.4352 - val_loss: 158816.3133 - val_mean_absolute_error: 376.9182
Epoch 2205/5000
148/148 [==============================] - 0s 27us/step - loss: 94940.9844 - mean_absolute_error: 264.4343 - val_loss: 158815.5456 - val_mean_absolute_error: 376.9172
Epoch 2206/5000
148/148 [==============================] - 0s 34us/step - loss: 94940.4531 - mean_absolute_error: 264.4333 - val_loss: 158814.8087 - val_mean_absolute_error: 376.9162
Epoch 2207/5000
148/148 [==============================] - 0s 34us/step - loss: 94939.9219 - mean_absolute_error: 264.4323 - val_loss: 158814.0413 - val_mean_absolute_error: 376.9152
Epoch 2208/5000
148/148 [==============================] - 0s 27us/step - loss: 94939.3828 - mean_absolute_error: 264.4312 - val_loss: 158813.2894 - val_mean_absolute_error: 376.9143
Epoch 2209/5000
148/148 [==============================] - 0s 27us/step - loss: 94938.8750 - mean_absolute_error: 264.4303 - val_loss: 158812.5525 - val_mean_absolute_error: 376.9133
Epoch 2210/5000
148/148 [==============================] - 0s 41us/step - loss: 94938.3359 - mean_absolute_error: 264.4293 - val_loss: 158811.7850 - val_mean_absolute_error: 376.9123
Epoch 2211/5000
148/148 [==============================] - 0s 34us/step - loss: 94937.8203 - mean_absolute_error: 264.4283 - val_loss: 158811.0483 - val_mean_absolute_error: 376.9114
Epoch 2212/5000
148/148 [==============================] - 0s 34us/step - loss: 94937.2891 - mean_absolute_error: 264.4273 - val_loss: 158810.2808 - val_mean_absolute_error: 376.9104
Epoch 2213/5000
148/148 [==============================] - 0s 34us/step - loss: 94936.7578 - mean_absolute_error: 264.4263 - val_loss: 158809.5285 - val_mean_absolute_error: 376.9094
Epoch 2214/5000
148/148 [==============================] - 0s 27us/step - loss: 94936.2266 - mean_absolute_error: 264.4253 - val_loss: 158808.7921 - val_mean_absolute_error: 376.9084
Epoch 2215/5000
148/148 [==============================] - 0s 27us/step - loss: 94935.7188 - mean_absolute_error: 264.4243 - val_loss: 158808.0400 - val_mean_absolute_error: 376.9074
Epoch 2216/5000
148/148 [==============================] - 0s 27us/step - loss: 94935.1719 - mean_absolute_error: 264.4233 - val_loss: 158807.2721 - val_mean_absolute_error: 376.9065
Epoch 2217/5000
148/148 [==============================] - 0s 27us/step - loss: 94934.6406 - mean_absolute_error: 264.4223 - val_loss: 158806.5512 - val_mean_absolute_error: 376.9055
Epoch 2218/5000
148/148 [==============================] - 0s 34us/step - loss: 94934.1250 - mean_absolute_error: 264.4213 - val_loss: 158805.7681 - val_mean_absolute_error: 376.9046
Epoch 2219/5000
148/148 [==============================] - 0s 27us/step - loss: 94933.5938 - mean_absolute_error: 264.4203 - val_loss: 158805.0158 - val_mean_absolute_error: 376.9036
Epoch 2220/5000
148/148 [==============================] - 0s 34us/step - loss: 94933.0703 - mean_absolute_error: 264.4193 - val_loss: 158804.2794 - val_mean_absolute_error: 376.9026
Epoch 2221/5000
148/148 [==============================] - 0s 27us/step - loss: 94932.5469 - mean_absolute_error: 264.4183 - val_loss: 158803.5271 - val_mean_absolute_error: 376.9016
Epoch 2222/5000
148/148 [==============================] - 0s 27us/step - loss: 94932.0234 - mean_absolute_error: 264.4173 - val_loss: 158802.7750 - val_mean_absolute_error: 376.9007
Epoch 2223/5000
148/148 [==============================] - 0s 34us/step - loss: 94931.4844 - mean_absolute_error: 264.4164 - val_loss: 158802.0383 - val_mean_absolute_error: 376.8998
Epoch 2224/5000
148/148 [==============================] - 0s 27us/step - loss: 94930.9688 - mean_absolute_error: 264.4153 - val_loss: 158801.2554 - val_mean_absolute_error: 376.8988
Epoch 2225/5000
148/148 [==============================] - 0s 27us/step - loss: 94930.4297 - mean_absolute_error: 264.4144 - val_loss: 158800.5185 - val_mean_absolute_error: 376.8978
Epoch 2226/5000
148/148 [==============================] - 0s 27us/step - loss: 94929.9062 - mean_absolute_error: 264.4134 - val_loss: 158799.7821 - val_mean_absolute_error: 376.8968
Epoch 2227/5000
148/148 [==============================] - 0s 27us/step - loss: 94929.3828 - mean_absolute_error: 264.4124 - val_loss: 158799.0300 - val_mean_absolute_error: 376.8958
Epoch 2228/5000
148/148 [==============================] - 0s 34us/step - loss: 94928.8516 - mean_absolute_error: 264.4113 - val_loss: 158798.2467 - val_mean_absolute_error: 376.8949
Epoch 2229/5000
148/148 [==============================] - 0s 20us/step - loss: 94928.3203 - mean_absolute_error: 264.4103 - val_loss: 158797.5258 - val_mean_absolute_error: 376.8940
Epoch 2230/5000
148/148 [==============================] - 0s 34us/step - loss: 94927.8125 - mean_absolute_error: 264.4093 - val_loss: 158796.7733 - val_mean_absolute_error: 376.8930
Epoch 2231/5000
148/148 [==============================] - 0s 34us/step - loss: 94927.2734 - mean_absolute_error: 264.4084 - val_loss: 158796.0058 - val_mean_absolute_error: 376.8920
Epoch 2232/5000
148/148 [==============================] - 0s 27us/step - loss: 94926.7266 - mean_absolute_error: 264.4074 - val_loss: 158795.2383 - val_mean_absolute_error: 376.8910
Epoch 2233/5000
148/148 [==============================] - 0s 34us/step - loss: 94926.2031 - mean_absolute_error: 264.4063 - val_loss: 158794.5171 - val_mean_absolute_error: 376.8900
Epoch 2234/5000
148/148 [==============================] - 0s 27us/step - loss: 94925.6875 - mean_absolute_error: 264.4053 - val_loss: 158793.7496 - val_mean_absolute_error: 376.8890
Epoch 2235/5000
148/148 [==============================] - 0s 34us/step - loss: 94925.1562 - mean_absolute_error: 264.4044 - val_loss: 158792.9973 - val_mean_absolute_error: 376.8881
Epoch 2236/5000
148/148 [==============================] - 0s 27us/step - loss: 94924.6250 - mean_absolute_error: 264.4034 - val_loss: 158792.2454 - val_mean_absolute_error: 376.8871
Epoch 2237/5000
148/148 [==============================] - 0s 27us/step - loss: 94924.1094 - mean_absolute_error: 264.4024 - val_loss: 158791.5085 - val_mean_absolute_error: 376.8861
Epoch 2238/5000
148/148 [==============================] - 0s 27us/step - loss: 94923.5781 - mean_absolute_error: 264.4013 - val_loss: 158790.7408 - val_mean_absolute_error: 376.8851
Epoch 2239/5000
148/148 [==============================] - 0s 34us/step - loss: 94923.0391 - mean_absolute_error: 264.4003 - val_loss: 158790.0046 - val_mean_absolute_error: 376.8842
Epoch 2240/5000
148/148 [==============================] - 0s 34us/step - loss: 94922.5234 - mean_absolute_error: 264.3994 - val_loss: 158789.2521 - val_mean_absolute_error: 376.8832
Epoch 2241/5000
148/148 [==============================] - 0s 27us/step - loss: 94922.0000 - mean_absolute_error: 264.3983 - val_loss: 158788.4846 - val_mean_absolute_error: 376.8822
Epoch 2242/5000
148/148 [==============================] - 0s 34us/step - loss: 94921.4688 - mean_absolute_error: 264.3974 - val_loss: 158787.7481 - val_mean_absolute_error: 376.8813
Epoch 2243/5000
148/148 [==============================] - 0s 27us/step - loss: 94920.9375 - mean_absolute_error: 264.3964 - val_loss: 158786.9804 - val_mean_absolute_error: 376.8803
Epoch 2244/5000
148/148 [==============================] - 0s 27us/step - loss: 94920.4062 - mean_absolute_error: 264.3954 - val_loss: 158786.2437 - val_mean_absolute_error: 376.8793
Epoch 2245/5000
148/148 [==============================] - 0s 34us/step - loss: 94919.8750 - mean_absolute_error: 264.3944 - val_loss: 158785.4917 - val_mean_absolute_error: 376.8784
Epoch 2246/5000
148/148 [==============================] - 0s 27us/step - loss: 94919.3672 - mean_absolute_error: 264.3934 - val_loss: 158784.7242 - val_mean_absolute_error: 376.8774
Epoch 2247/5000
148/148 [==============================] - 0s 34us/step - loss: 94918.8281 - mean_absolute_error: 264.3924 - val_loss: 158783.9873 - val_mean_absolute_error: 376.8764
Epoch 2248/5000
148/148 [==============================] - 0s 27us/step - loss: 94918.2969 - mean_absolute_error: 264.3914 - val_loss: 158783.2200 - val_mean_absolute_error: 376.8755
Epoch 2249/5000
148/148 [==============================] - 0s 27us/step - loss: 94917.7734 - mean_absolute_error: 264.3904 - val_loss: 158782.4987 - val_mean_absolute_error: 376.8745
Epoch 2250/5000
148/148 [==============================] - 0s 27us/step - loss: 94917.2422 - mean_absolute_error: 264.3894 - val_loss: 158781.7154 - val_mean_absolute_error: 376.8735
Epoch 2251/5000
148/148 [==============================] - 0s 27us/step - loss: 94916.7188 - mean_absolute_error: 264.3884 - val_loss: 158780.9792 - val_mean_absolute_error: 376.8725
Epoch 2252/5000
148/148 [==============================] - 0s 27us/step - loss: 94916.1875 - mean_absolute_error: 264.3874 - val_loss: 158780.2269 - val_mean_absolute_error: 376.8716
Epoch 2253/5000
148/148 [==============================] - 0s 27us/step - loss: 94915.6719 - mean_absolute_error: 264.3864 - val_loss: 158779.4592 - val_mean_absolute_error: 376.8706
Epoch 2254/5000
148/148 [==============================] - 0s 41us/step - loss: 94915.1406 - mean_absolute_error: 264.3854 - val_loss: 158778.7227 - val_mean_absolute_error: 376.8697
Epoch 2255/5000
148/148 [==============================] - 0s 27us/step - loss: 94914.6250 - mean_absolute_error: 264.3844 - val_loss: 158777.9858 - val_mean_absolute_error: 376.8686
Epoch 2256/5000
148/148 [==============================] - 0s 34us/step - loss: 94914.0859 - mean_absolute_error: 264.3834 - val_loss: 158777.2029 - val_mean_absolute_error: 376.8676
Epoch 2257/5000
148/148 [==============================] - 0s 27us/step - loss: 94913.5547 - mean_absolute_error: 264.3824 - val_loss: 158776.4660 - val_mean_absolute_error: 376.8667
Epoch 2258/5000
148/148 [==============================] - 0s 34us/step - loss: 94913.0234 - mean_absolute_error: 264.3814 - val_loss: 158775.7296 - val_mean_absolute_error: 376.8657
Epoch 2259/5000
148/148 [==============================] - 0s 34us/step - loss: 94912.5078 - mean_absolute_error: 264.3804 - val_loss: 158774.9773 - val_mean_absolute_error: 376.8647
Epoch 2260/5000
148/148 [==============================] - 0s 34us/step - loss: 94911.9688 - mean_absolute_error: 264.3794 - val_loss: 158774.2096 - val_mean_absolute_error: 376.8638
Epoch 2261/5000
148/148 [==============================] - 0s 27us/step - loss: 94911.4375 - mean_absolute_error: 264.3784 - val_loss: 158773.4733 - val_mean_absolute_error: 376.8628
Epoch 2262/5000
148/148 [==============================] - 0s 34us/step - loss: 94910.9219 - mean_absolute_error: 264.3774 - val_loss: 158772.7054 - val_mean_absolute_error: 376.8618
Epoch 2263/5000
148/148 [==============================] - 0s 27us/step - loss: 94910.3906 - mean_absolute_error: 264.3764 - val_loss: 158771.9533 - val_mean_absolute_error: 376.8609
Epoch 2264/5000
148/148 [==============================] - 0s 34us/step - loss: 94909.8672 - mean_absolute_error: 264.3754 - val_loss: 158771.2169 - val_mean_absolute_error: 376.8599
Epoch 2265/5000
148/148 [==============================] - 0s 27us/step - loss: 94909.3438 - mean_absolute_error: 264.3744 - val_loss: 158770.4646 - val_mean_absolute_error: 376.8590
Epoch 2266/5000
148/148 [==============================] - 0s 27us/step - loss: 94908.8047 - mean_absolute_error: 264.3734 - val_loss: 158769.6817 - val_mean_absolute_error: 376.8580
Epoch 2267/5000
148/148 [==============================] - 0s 27us/step - loss: 94908.2812 - mean_absolute_error: 264.3724 - val_loss: 158768.9604 - val_mean_absolute_error: 376.8570
Epoch 2268/5000
148/148 [==============================] - 0s 27us/step - loss: 94907.7656 - mean_absolute_error: 264.3715 - val_loss: 158768.2083 - val_mean_absolute_error: 376.8560
Epoch 2269/5000
148/148 [==============================] - 0s 34us/step - loss: 94907.2266 - mean_absolute_error: 264.3705 - val_loss: 158767.4560 - val_mean_absolute_error: 376.8551
Epoch 2270/5000
148/148 [==============================] - 0s 27us/step - loss: 94906.6953 - mean_absolute_error: 264.3695 - val_loss: 158766.6888 - val_mean_absolute_error: 376.8541
Epoch 2271/5000
148/148 [==============================] - 0s 34us/step - loss: 94906.1719 - mean_absolute_error: 264.3685 - val_loss: 158765.9519 - val_mean_absolute_error: 376.8531
Epoch 2272/5000
148/148 [==============================] - 0s 41us/step - loss: 94905.6328 - mean_absolute_error: 264.3675 - val_loss: 158765.1842 - val_mean_absolute_error: 376.8522
Epoch 2273/5000
148/148 [==============================] - 0s 27us/step - loss: 94905.1172 - mean_absolute_error: 264.3665 - val_loss: 158764.4479 - val_mean_absolute_error: 376.8512
Epoch 2274/5000
148/148 [==============================] - 0s 27us/step - loss: 94904.6016 - mean_absolute_error: 264.3655 - val_loss: 158763.6802 - val_mean_absolute_error: 376.8502
Epoch 2275/5000
148/148 [==============================] - 0s 34us/step - loss: 94904.0703 - mean_absolute_error: 264.3645 - val_loss: 158762.9279 - val_mean_absolute_error: 376.8492
Epoch 2276/5000
148/148 [==============================] - 0s 27us/step - loss: 94903.5234 - mean_absolute_error: 264.3635 - val_loss: 158762.2069 - val_mean_absolute_error: 376.8483
Epoch 2277/5000
148/148 [==============================] - 0s 34us/step - loss: 94903.0156 - mean_absolute_error: 264.3625 - val_loss: 158761.4392 - val_mean_absolute_error: 376.8473
Epoch 2278/5000
148/148 [==============================] - 0s 27us/step - loss: 94902.4844 - mean_absolute_error: 264.3615 - val_loss: 158760.6871 - val_mean_absolute_error: 376.8464
Epoch 2279/5000
148/148 [==============================] - 0s 27us/step - loss: 94901.9531 - mean_absolute_error: 264.3605 - val_loss: 158759.9350 - val_mean_absolute_error: 376.8454
Epoch 2280/5000
148/148 [==============================] - 0s 34us/step - loss: 94901.4297 - mean_absolute_error: 264.3595 - val_loss: 158759.1829 - val_mean_absolute_error: 376.8443
Epoch 2281/5000
148/148 [==============================] - 0s 41us/step - loss: 94900.8984 - mean_absolute_error: 264.3585 - val_loss: 158758.4308 - val_mean_absolute_error: 376.8434
Epoch 2282/5000
148/148 [==============================] - 0s 34us/step - loss: 94900.3594 - mean_absolute_error: 264.3575 - val_loss: 158757.6787 - val_mean_absolute_error: 376.8424
Epoch 2283/5000
148/148 [==============================] - 0s 27us/step - loss: 94899.8516 - mean_absolute_error: 264.3565 - val_loss: 158756.9267 - val_mean_absolute_error: 376.8415
Epoch 2284/5000
148/148 [==============================] - 0s 54us/step - loss: 94899.3281 - mean_absolute_error: 264.3555 - val_loss: 158756.1744 - val_mean_absolute_error: 376.8405
Epoch 2285/5000
148/148 [==============================] - 0s 41us/step - loss: 94898.7812 - mean_absolute_error: 264.3545 - val_loss: 158755.4221 - val_mean_absolute_error: 376.8395
Epoch 2286/5000
148/148 [==============================] - 0s 34us/step - loss: 94898.2656 - mean_absolute_error: 264.3535 - val_loss: 158754.6548 - val_mean_absolute_error: 376.8385
Epoch 2287/5000
148/148 [==============================] - 0s 34us/step - loss: 94897.7422 - mean_absolute_error: 264.3525 - val_loss: 158753.9179 - val_mean_absolute_error: 376.8376
Epoch 2288/5000
148/148 [==============================] - 0s 34us/step - loss: 94897.2188 - mean_absolute_error: 264.3515 - val_loss: 158753.1504 - val_mean_absolute_error: 376.8366
Epoch 2289/5000
148/148 [==============================] - 0s 34us/step - loss: 94896.6719 - mean_absolute_error: 264.3505 - val_loss: 158752.4138 - val_mean_absolute_error: 376.8357
Epoch 2290/5000
148/148 [==============================] - 0s 34us/step - loss: 94896.1562 - mean_absolute_error: 264.3495 - val_loss: 158751.6771 - val_mean_absolute_error: 376.8347
Epoch 2291/5000
148/148 [==============================] - 0s 34us/step - loss: 94895.6250 - mean_absolute_error: 264.3485 - val_loss: 158750.9094 - val_mean_absolute_error: 376.8337
Epoch 2292/5000
148/148 [==============================] - 0s 27us/step - loss: 94895.0938 - mean_absolute_error: 264.3475 - val_loss: 158750.1729 - val_mean_absolute_error: 376.8327
Epoch 2293/5000
148/148 [==============================] - 0s 34us/step - loss: 94894.5781 - mean_absolute_error: 264.3465 - val_loss: 158749.4052 - val_mean_absolute_error: 376.8318
Epoch 2294/5000
148/148 [==============================] - 0s 20us/step - loss: 94894.0312 - mean_absolute_error: 264.3456 - val_loss: 158748.6529 - val_mean_absolute_error: 376.8308
Epoch 2295/5000
148/148 [==============================] - 0s 27us/step - loss: 94893.5156 - mean_absolute_error: 264.3445 - val_loss: 158747.9167 - val_mean_absolute_error: 376.8298
Epoch 2296/5000
148/148 [==============================] - 0s 34us/step - loss: 94892.9844 - mean_absolute_error: 264.3436 - val_loss: 158747.1642 - val_mean_absolute_error: 376.8289
Epoch 2297/5000
148/148 [==============================] - 0s 34us/step - loss: 94892.4609 - mean_absolute_error: 264.3426 - val_loss: 158746.3967 - val_mean_absolute_error: 376.8279
Epoch 2298/5000
148/148 [==============================] - 0s 27us/step - loss: 94891.9375 - mean_absolute_error: 264.3415 - val_loss: 158745.6604 - val_mean_absolute_error: 376.8269
Epoch 2299/5000
148/148 [==============================] - 0s 27us/step - loss: 94891.4141 - mean_absolute_error: 264.3405 - val_loss: 158744.8925 - val_mean_absolute_error: 376.8260
Epoch 2300/5000
148/148 [==============================] - 0s 27us/step - loss: 94890.8750 - mean_absolute_error: 264.3395 - val_loss: 158744.1713 - val_mean_absolute_error: 376.8250
Epoch 2301/5000
148/148 [==============================] - 0s 27us/step - loss: 94890.3594 - mean_absolute_error: 264.3386 - val_loss: 158743.4040 - val_mean_absolute_error: 376.8240
Epoch 2302/5000
148/148 [==============================] - 0s 34us/step - loss: 94889.8281 - mean_absolute_error: 264.3376 - val_loss: 158742.6517 - val_mean_absolute_error: 376.8230
Epoch 2303/5000
148/148 [==============================] - 0s 27us/step - loss: 94889.2969 - mean_absolute_error: 264.3365 - val_loss: 158741.8840 - val_mean_absolute_error: 376.8220
Epoch 2304/5000
148/148 [==============================] - 0s 34us/step - loss: 94888.7656 - mean_absolute_error: 264.3355 - val_loss: 158741.1629 - val_mean_absolute_error: 376.8211
Epoch 2305/5000
148/148 [==============================] - 0s 27us/step - loss: 94888.2422 - mean_absolute_error: 264.3346 - val_loss: 158740.3800 - val_mean_absolute_error: 376.8201
Epoch 2306/5000
148/148 [==============================] - 0s 34us/step - loss: 94887.7266 - mean_absolute_error: 264.3335 - val_loss: 158739.6431 - val_mean_absolute_error: 376.8191
Epoch 2307/5000
148/148 [==============================] - 0s 27us/step - loss: 94887.1797 - mean_absolute_error: 264.3326 - val_loss: 158738.8912 - val_mean_absolute_error: 376.8182
Epoch 2308/5000
148/148 [==============================] - 0s 27us/step - loss: 94886.6719 - mean_absolute_error: 264.3316 - val_loss: 158738.1544 - val_mean_absolute_error: 376.8172
Epoch 2309/5000
148/148 [==============================] - 0s 34us/step - loss: 94886.1406 - mean_absolute_error: 264.3305 - val_loss: 158737.3712 - val_mean_absolute_error: 376.8162
Epoch 2310/5000
148/148 [==============================] - 0s 34us/step - loss: 94885.6016 - mean_absolute_error: 264.3295 - val_loss: 158736.6346 - val_mean_absolute_error: 376.8152
Epoch 2311/5000
148/148 [==============================] - 0s 27us/step - loss: 94885.0781 - mean_absolute_error: 264.3285 - val_loss: 158735.8825 - val_mean_absolute_error: 376.8143
Epoch 2312/5000
148/148 [==============================] - 0s 27us/step - loss: 94884.5625 - mean_absolute_error: 264.3275 - val_loss: 158735.1458 - val_mean_absolute_error: 376.8133
Epoch 2313/5000
148/148 [==============================] - 0s 41us/step - loss: 94884.0234 - mean_absolute_error: 264.3266 - val_loss: 158734.3629 - val_mean_absolute_error: 376.8123
Epoch 2314/5000
148/148 [==============================] - 0s 34us/step - loss: 94883.4922 - mean_absolute_error: 264.3256 - val_loss: 158733.6417 - val_mean_absolute_error: 376.8114
Epoch 2315/5000
148/148 [==============================] - 0s 34us/step - loss: 94882.9766 - mean_absolute_error: 264.3246 - val_loss: 158732.8588 - val_mean_absolute_error: 376.8104
Epoch 2316/5000
148/148 [==============================] - 0s 27us/step - loss: 94882.4453 - mean_absolute_error: 264.3236 - val_loss: 158732.1219 - val_mean_absolute_error: 376.8095
Epoch 2317/5000
148/148 [==============================] - 0s 27us/step - loss: 94881.9062 - mean_absolute_error: 264.3226 - val_loss: 158731.3700 - val_mean_absolute_error: 376.8085
Epoch 2318/5000
148/148 [==============================] - 0s 34us/step - loss: 94881.3984 - mean_absolute_error: 264.3216 - val_loss: 158730.6177 - val_mean_absolute_error: 376.8075
Epoch 2319/5000
148/148 [==============================] - 0s 27us/step - loss: 94880.8594 - mean_absolute_error: 264.3206 - val_loss: 158729.8654 - val_mean_absolute_error: 376.8065
Epoch 2320/5000
148/148 [==============================] - 0s 27us/step - loss: 94880.3359 - mean_absolute_error: 264.3196 - val_loss: 158729.1444 - val_mean_absolute_error: 376.8056
Epoch 2321/5000
148/148 [==============================] - 0s 41us/step - loss: 94879.8125 - mean_absolute_error: 264.3186 - val_loss: 158728.3458 - val_mean_absolute_error: 376.8046
Epoch 2322/5000
148/148 [==============================] - 0s 34us/step - loss: 94879.2812 - mean_absolute_error: 264.3176 - val_loss: 158727.6246 - val_mean_absolute_error: 376.8036
Epoch 2323/5000
148/148 [==============================] - 0s 27us/step - loss: 94878.7500 - mean_absolute_error: 264.3166 - val_loss: 158726.8727 - val_mean_absolute_error: 376.8027
Epoch 2324/5000
148/148 [==============================] - 0s 34us/step - loss: 94878.2266 - mean_absolute_error: 264.3156 - val_loss: 158726.1358 - val_mean_absolute_error: 376.8017
Epoch 2325/5000
148/148 [==============================] - 0s 27us/step - loss: 94877.7031 - mean_absolute_error: 264.3146 - val_loss: 158725.3373 - val_mean_absolute_error: 376.8007
Epoch 2326/5000
148/148 [==============================] - 0s 27us/step - loss: 94877.1719 - mean_absolute_error: 264.3136 - val_loss: 158724.6162 - val_mean_absolute_error: 376.7998
Epoch 2327/5000
148/148 [==============================] - 0s 34us/step - loss: 94876.6641 - mean_absolute_error: 264.3127 - val_loss: 158723.8642 - val_mean_absolute_error: 376.7987
Epoch 2328/5000
148/148 [==============================] - 0s 27us/step - loss: 94876.1250 - mean_absolute_error: 264.3116 - val_loss: 158723.1117 - val_mean_absolute_error: 376.7978
Epoch 2329/5000
148/148 [==============================] - 0s 34us/step - loss: 94875.5859 - mean_absolute_error: 264.3106 - val_loss: 158722.3754 - val_mean_absolute_error: 376.7968
Epoch 2330/5000
148/148 [==============================] - 0s 27us/step - loss: 94875.0703 - mean_absolute_error: 264.3096 - val_loss: 158721.6079 - val_mean_absolute_error: 376.7959
Epoch 2331/5000
148/148 [==============================] - 0s 34us/step - loss: 94874.5312 - mean_absolute_error: 264.3087 - val_loss: 158720.8400 - val_mean_absolute_error: 376.7949
Epoch 2332/5000
148/148 [==============================] - 0s 27us/step - loss: 94874.0078 - mean_absolute_error: 264.3076 - val_loss: 158720.1192 - val_mean_absolute_error: 376.7939
Epoch 2333/5000
148/148 [==============================] - 0s 27us/step - loss: 94873.4844 - mean_absolute_error: 264.3066 - val_loss: 158719.3669 - val_mean_absolute_error: 376.7929
Epoch 2334/5000
148/148 [==============================] - 0s 34us/step - loss: 94872.9609 - mean_absolute_error: 264.3056 - val_loss: 158718.5992 - val_mean_absolute_error: 376.7920
Epoch 2335/5000
148/148 [==============================] - 0s 27us/step - loss: 94872.4219 - mean_absolute_error: 264.3046 - val_loss: 158717.8317 - val_mean_absolute_error: 376.7910
Epoch 2336/5000
148/148 [==============================] - 0s 34us/step - loss: 94871.8906 - mean_absolute_error: 264.3036 - val_loss: 158717.1104 - val_mean_absolute_error: 376.7900
Epoch 2337/5000
148/148 [==============================] - 0s 34us/step - loss: 94871.3750 - mean_absolute_error: 264.3026 - val_loss: 158716.3429 - val_mean_absolute_error: 376.7891
Epoch 2338/5000
148/148 [==============================] - 0s 34us/step - loss: 94870.8516 - mean_absolute_error: 264.3016 - val_loss: 158715.6060 - val_mean_absolute_error: 376.7881
Epoch 2339/5000
148/148 [==============================] - 0s 27us/step - loss: 94870.3203 - mean_absolute_error: 264.3007 - val_loss: 158714.8387 - val_mean_absolute_error: 376.7871
Epoch 2340/5000
148/148 [==============================] - 0s 27us/step - loss: 94869.7969 - mean_absolute_error: 264.2997 - val_loss: 158714.1019 - val_mean_absolute_error: 376.7862
Epoch 2341/5000
148/148 [==============================] - 0s 27us/step - loss: 94869.2656 - mean_absolute_error: 264.2987 - val_loss: 158713.3342 - val_mean_absolute_error: 376.7852
Epoch 2342/5000
148/148 [==============================] - 0s 34us/step - loss: 94868.7266 - mean_absolute_error: 264.2977 - val_loss: 158712.5979 - val_mean_absolute_error: 376.7842
Epoch 2343/5000
148/148 [==============================] - 0s 34us/step - loss: 94868.2188 - mean_absolute_error: 264.2967 - val_loss: 158711.8300 - val_mean_absolute_error: 376.7833
Epoch 2344/5000
148/148 [==============================] - 0s 34us/step - loss: 94867.6875 - mean_absolute_error: 264.2957 - val_loss: 158711.0779 - val_mean_absolute_error: 376.7822
Epoch 2345/5000
148/148 [==============================] - 0s 27us/step - loss: 94867.1484 - mean_absolute_error: 264.2946 - val_loss: 158710.3417 - val_mean_absolute_error: 376.7813
Epoch 2346/5000
148/148 [==============================] - 0s 27us/step - loss: 94866.6328 - mean_absolute_error: 264.2936 - val_loss: 158709.6046 - val_mean_absolute_error: 376.7803
Epoch 2347/5000
148/148 [==============================] - 0s 34us/step - loss: 94866.1094 - mean_absolute_error: 264.2926 - val_loss: 158708.8371 - val_mean_absolute_error: 376.7794
Epoch 2348/5000
148/148 [==============================] - 0s 27us/step - loss: 94865.5781 - mean_absolute_error: 264.2917 - val_loss: 158708.0852 - val_mean_absolute_error: 376.7784
Epoch 2349/5000
148/148 [==============================] - 0s 34us/step - loss: 94865.0469 - mean_absolute_error: 264.2907 - val_loss: 158707.3329 - val_mean_absolute_error: 376.7774
Epoch 2350/5000
148/148 [==============================] - 0s 34us/step - loss: 94864.5234 - mean_absolute_error: 264.2896 - val_loss: 158706.5806 - val_mean_absolute_error: 376.7764
Epoch 2351/5000
148/148 [==============================] - 0s 27us/step - loss: 94863.9922 - mean_absolute_error: 264.2886 - val_loss: 158705.8287 - val_mean_absolute_error: 376.7754
Epoch 2352/5000
148/148 [==============================] - 0s 27us/step - loss: 94863.4688 - mean_absolute_error: 264.2877 - val_loss: 158705.0921 - val_mean_absolute_error: 376.7745
Epoch 2353/5000
148/148 [==============================] - 0s 34us/step - loss: 94862.9375 - mean_absolute_error: 264.2867 - val_loss: 158704.3242 - val_mean_absolute_error: 376.7735
Epoch 2354/5000
148/148 [==============================] - 0s 34us/step - loss: 94862.3984 - mean_absolute_error: 264.2857 - val_loss: 158703.5879 - val_mean_absolute_error: 376.7725
Epoch 2355/5000
148/148 [==============================] - 0s 34us/step - loss: 94861.8906 - mean_absolute_error: 264.2847 - val_loss: 158702.8202 - val_mean_absolute_error: 376.7715
Epoch 2356/5000
148/148 [==============================] - 0s 34us/step - loss: 94861.3594 - mean_absolute_error: 264.2836 - val_loss: 158702.0679 - val_mean_absolute_error: 376.7706
Epoch 2357/5000
148/148 [==============================] - 0s 27us/step - loss: 94860.8281 - mean_absolute_error: 264.2827 - val_loss: 158701.3315 - val_mean_absolute_error: 376.7696
Epoch 2358/5000
148/148 [==============================] - 0s 27us/step - loss: 94860.3125 - mean_absolute_error: 264.2817 - val_loss: 158700.5792 - val_mean_absolute_error: 376.7686
Epoch 2359/5000
148/148 [==============================] - 0s 34us/step - loss: 94859.7734 - mean_absolute_error: 264.2807 - val_loss: 158699.8117 - val_mean_absolute_error: 376.7677
Epoch 2360/5000
148/148 [==============================] - 0s 27us/step - loss: 94859.2500 - mean_absolute_error: 264.2797 - val_loss: 158699.0750 - val_mean_absolute_error: 376.7667
Epoch 2361/5000
148/148 [==============================] - 0s 27us/step - loss: 94858.7188 - mean_absolute_error: 264.2787 - val_loss: 158698.3229 - val_mean_absolute_error: 376.7658
Epoch 2362/5000
148/148 [==============================] - 0s 34us/step - loss: 94858.2031 - mean_absolute_error: 264.2777 - val_loss: 158697.5708 - val_mean_absolute_error: 376.7648
Epoch 2363/5000
148/148 [==============================] - 0s 27us/step - loss: 94857.6719 - mean_absolute_error: 264.2767 - val_loss: 158696.8031 - val_mean_absolute_error: 376.7638
Epoch 2364/5000
148/148 [==============================] - 0s 34us/step - loss: 94857.1328 - mean_absolute_error: 264.2757 - val_loss: 158696.0667 - val_mean_absolute_error: 376.7629
Epoch 2365/5000
148/148 [==============================] - 0s 27us/step - loss: 94856.6172 - mean_absolute_error: 264.2747 - val_loss: 158695.3144 - val_mean_absolute_error: 376.7619
Epoch 2366/5000
148/148 [==============================] - 0s 34us/step - loss: 94856.0781 - mean_absolute_error: 264.2737 - val_loss: 158694.5467 - val_mean_absolute_error: 376.7609
Epoch 2367/5000
148/148 [==============================] - 0s 27us/step - loss: 94855.5547 - mean_absolute_error: 264.2728 - val_loss: 158693.8104 - val_mean_absolute_error: 376.7600
Epoch 2368/5000
148/148 [==============================] - 0s 27us/step - loss: 94855.0391 - mean_absolute_error: 264.2718 - val_loss: 158693.0579 - val_mean_absolute_error: 376.7590
Epoch 2369/5000
148/148 [==============================] - 0s 34us/step - loss: 94854.5000 - mean_absolute_error: 264.2707 - val_loss: 158692.2904 - val_mean_absolute_error: 376.7580
Epoch 2370/5000
148/148 [==============================] - 0s 27us/step - loss: 94853.9766 - mean_absolute_error: 264.2697 - val_loss: 158691.5540 - val_mean_absolute_error: 376.7571
Epoch 2371/5000
148/148 [==============================] - 0s 41us/step - loss: 94853.4531 - mean_absolute_error: 264.2687 - val_loss: 158690.8017 - val_mean_absolute_error: 376.7561
Epoch 2372/5000
148/148 [==============================] - 0s 34us/step - loss: 94852.9219 - mean_absolute_error: 264.2678 - val_loss: 158690.0496 - val_mean_absolute_error: 376.7551
Epoch 2373/5000
148/148 [==============================] - 0s 27us/step - loss: 94852.3906 - mean_absolute_error: 264.2668 - val_loss: 158689.3129 - val_mean_absolute_error: 376.7542
Epoch 2374/5000
148/148 [==============================] - 0s 27us/step - loss: 94851.8750 - mean_absolute_error: 264.2657 - val_loss: 158688.5454 - val_mean_absolute_error: 376.7531
Epoch 2375/5000
148/148 [==============================] - 0s 34us/step - loss: 94851.3438 - mean_absolute_error: 264.2647 - val_loss: 158687.7777 - val_mean_absolute_error: 376.7521
Epoch 2376/5000
148/148 [==============================] - 0s 34us/step - loss: 94850.8203 - mean_absolute_error: 264.2638 - val_loss: 158687.0567 - val_mean_absolute_error: 376.7512
Epoch 2377/5000
148/148 [==============================] - 0s 34us/step - loss: 94850.2969 - mean_absolute_error: 264.2628 - val_loss: 158686.2737 - val_mean_absolute_error: 376.7502
Epoch 2378/5000
148/148 [==============================] - 0s 34us/step - loss: 94849.7656 - mean_absolute_error: 264.2618 - val_loss: 158685.5369 - val_mean_absolute_error: 376.7492
Epoch 2379/5000
148/148 [==============================] - 0s 27us/step - loss: 94849.2266 - mean_absolute_error: 264.2607 - val_loss: 158684.8004 - val_mean_absolute_error: 376.7483
Epoch 2380/5000
148/148 [==============================] - 0s 27us/step - loss: 94848.7109 - mean_absolute_error: 264.2597 - val_loss: 158684.0327 - val_mean_absolute_error: 376.7473
Epoch 2381/5000
148/148 [==============================] - 0s 34us/step - loss: 94848.1875 - mean_absolute_error: 264.2587 - val_loss: 158683.2958 - val_mean_absolute_error: 376.7463
Epoch 2382/5000
148/148 [==============================] - 0s 34us/step - loss: 94847.6562 - mean_absolute_error: 264.2578 - val_loss: 158682.5285 - val_mean_absolute_error: 376.7453
Epoch 2383/5000
148/148 [==============================] - 0s 27us/step - loss: 94847.1250 - mean_absolute_error: 264.2567 - val_loss: 158681.7762 - val_mean_absolute_error: 376.7444
Epoch 2384/5000
148/148 [==============================] - 0s 27us/step - loss: 94846.6016 - mean_absolute_error: 264.2558 - val_loss: 158681.0242 - val_mean_absolute_error: 376.7434
Epoch 2385/5000
148/148 [==============================] - 0s 41us/step - loss: 94846.0703 - mean_absolute_error: 264.2548 - val_loss: 158680.3031 - val_mean_absolute_error: 376.7425
Epoch 2386/5000
148/148 [==============================] - 0s 27us/step - loss: 94845.5547 - mean_absolute_error: 264.2538 - val_loss: 158679.5354 - val_mean_absolute_error: 376.7415
Epoch 2387/5000
148/148 [==============================] - 0s 34us/step - loss: 94845.0234 - mean_absolute_error: 264.2528 - val_loss: 158678.7677 - val_mean_absolute_error: 376.7405
Epoch 2388/5000
148/148 [==============================] - 0s 27us/step - loss: 94844.4922 - mean_absolute_error: 264.2518 - val_loss: 158678.0312 - val_mean_absolute_error: 376.7396
Epoch 2389/5000
148/148 [==============================] - 0s 34us/step - loss: 94843.9766 - mean_absolute_error: 264.2508 - val_loss: 158677.2946 - val_mean_absolute_error: 376.7386
Epoch 2390/5000
148/148 [==============================] - 0s 34us/step - loss: 94843.4375 - mean_absolute_error: 264.2498 - val_loss: 158676.5267 - val_mean_absolute_error: 376.7376
Epoch 2391/5000
148/148 [==============================] - 0s 34us/step - loss: 94842.9062 - mean_absolute_error: 264.2488 - val_loss: 158675.7750 - val_mean_absolute_error: 376.7367
Epoch 2392/5000
148/148 [==============================] - 0s 27us/step - loss: 94842.3984 - mean_absolute_error: 264.2478 - val_loss: 158675.0229 - val_mean_absolute_error: 376.7357
Epoch 2393/5000
148/148 [==============================] - 0s 34us/step - loss: 94841.8594 - mean_absolute_error: 264.2468 - val_loss: 158674.2704 - val_mean_absolute_error: 376.7347
Epoch 2394/5000
148/148 [==============================] - 0s 34us/step - loss: 94841.3281 - mean_absolute_error: 264.2458 - val_loss: 158673.5496 - val_mean_absolute_error: 376.7338
Epoch 2395/5000
148/148 [==============================] - 0s 20us/step - loss: 94840.8125 - mean_absolute_error: 264.2448 - val_loss: 158672.7819 - val_mean_absolute_error: 376.7328
Epoch 2396/5000
148/148 [==============================] - 0s 41us/step - loss: 94840.2734 - mean_absolute_error: 264.2438 - val_loss: 158672.0142 - val_mean_absolute_error: 376.7318
Epoch 2397/5000
148/148 [==============================] - 0s 34us/step - loss: 94839.7500 - mean_absolute_error: 264.2428 - val_loss: 158671.2929 - val_mean_absolute_error: 376.7308
Epoch 2398/5000
148/148 [==============================] - 0s 27us/step - loss: 94839.2188 - mean_absolute_error: 264.2418 - val_loss: 158670.5254 - val_mean_absolute_error: 376.7298
Epoch 2399/5000
148/148 [==============================] - 0s 34us/step - loss: 94838.7031 - mean_absolute_error: 264.2408 - val_loss: 158669.7579 - val_mean_absolute_error: 376.7289
Epoch 2400/5000
148/148 [==============================] - 0s 34us/step - loss: 94838.1641 - mean_absolute_error: 264.2398 - val_loss: 158669.0210 - val_mean_absolute_error: 376.7279
Epoch 2401/5000
148/148 [==============================] - 0s 34us/step - loss: 94837.6328 - mean_absolute_error: 264.2388 - val_loss: 158668.2692 - val_mean_absolute_error: 376.7269
Epoch 2402/5000
148/148 [==============================] - 0s 27us/step - loss: 94837.1250 - mean_absolute_error: 264.2378 - val_loss: 158667.5015 - val_mean_absolute_error: 376.7260
Epoch 2403/5000
148/148 [==============================] - 0s 34us/step - loss: 94836.5859 - mean_absolute_error: 264.2368 - val_loss: 158666.7646 - val_mean_absolute_error: 376.7250
Epoch 2404/5000
148/148 [==============================] - 0s 27us/step - loss: 94836.0625 - mean_absolute_error: 264.2358 - val_loss: 158665.9975 - val_mean_absolute_error: 376.7240
Epoch 2405/5000
148/148 [==============================] - 0s 27us/step - loss: 94835.5391 - mean_absolute_error: 264.2348 - val_loss: 158665.2604 - val_mean_absolute_error: 376.7230
Epoch 2406/5000
148/148 [==============================] - 0s 34us/step - loss: 94835.0078 - mean_absolute_error: 264.2338 - val_loss: 158664.5083 - val_mean_absolute_error: 376.7221
Epoch 2407/5000
148/148 [==============================] - 0s 27us/step - loss: 94834.4766 - mean_absolute_error: 264.2328 - val_loss: 158663.7721 - val_mean_absolute_error: 376.7211
Epoch 2408/5000
148/148 [==============================] - 0s 34us/step - loss: 94833.9531 - mean_absolute_error: 264.2318 - val_loss: 158663.0196 - val_mean_absolute_error: 376.7201
Epoch 2409/5000
148/148 [==============================] - 0s 34us/step - loss: 94833.4219 - mean_absolute_error: 264.2308 - val_loss: 158662.2521 - val_mean_absolute_error: 376.7191
Epoch 2410/5000
148/148 [==============================] - 0s 27us/step - loss: 94832.8906 - mean_absolute_error: 264.2298 - val_loss: 158661.5002 - val_mean_absolute_error: 376.7182
Epoch 2411/5000
148/148 [==============================] - 0s 27us/step - loss: 94832.3750 - mean_absolute_error: 264.2289 - val_loss: 158660.7633 - val_mean_absolute_error: 376.7173
Epoch 2412/5000
148/148 [==============================] - 0s 34us/step - loss: 94831.8438 - mean_absolute_error: 264.2279 - val_loss: 158659.9956 - val_mean_absolute_error: 376.7163
Epoch 2413/5000
148/148 [==============================] - 0s 41us/step - loss: 94831.3047 - mean_absolute_error: 264.2269 - val_loss: 158659.2592 - val_mean_absolute_error: 376.7153
Epoch 2414/5000
148/148 [==============================] - 0s 27us/step - loss: 94830.8047 - mean_absolute_error: 264.2259 - val_loss: 158658.4917 - val_mean_absolute_error: 376.7144
Epoch 2415/5000
148/148 [==============================] - 0s 27us/step - loss: 94830.2656 - mean_absolute_error: 264.2249 - val_loss: 158657.7548 - val_mean_absolute_error: 376.7133
Epoch 2416/5000
148/148 [==============================] - 0s 27us/step - loss: 94829.7344 - mean_absolute_error: 264.2238 - val_loss: 158657.0029 - val_mean_absolute_error: 376.7124
Epoch 2417/5000
148/148 [==============================] - 0s 27us/step - loss: 94829.2188 - mean_absolute_error: 264.2229 - val_loss: 158656.2506 - val_mean_absolute_error: 376.7115
Epoch 2418/5000
148/148 [==============================] - 0s 34us/step - loss: 94828.6875 - mean_absolute_error: 264.2219 - val_loss: 158655.4829 - val_mean_absolute_error: 376.7105
Epoch 2419/5000
148/148 [==============================] - 0s 34us/step - loss: 94828.1484 - mean_absolute_error: 264.2209 - val_loss: 158654.7467 - val_mean_absolute_error: 376.7095
Epoch 2420/5000
148/148 [==============================] - 0s 27us/step - loss: 94827.6328 - mean_absolute_error: 264.2199 - val_loss: 158653.9942 - val_mean_absolute_error: 376.7086
Epoch 2421/5000
148/148 [==============================] - 0s 34us/step - loss: 94827.1016 - mean_absolute_error: 264.2189 - val_loss: 158653.2421 - val_mean_absolute_error: 376.7075
Epoch 2422/5000
148/148 [==============================] - 0s 27us/step - loss: 94826.5781 - mean_absolute_error: 264.2179 - val_loss: 158652.4904 - val_mean_absolute_error: 376.7065
Epoch 2423/5000
148/148 [==============================] - 0s 27us/step - loss: 94826.0625 - mean_absolute_error: 264.2169 - val_loss: 158651.7379 - val_mean_absolute_error: 376.7056
Epoch 2424/5000
148/148 [==============================] - 0s 27us/step - loss: 94825.5234 - mean_absolute_error: 264.2159 - val_loss: 158650.9858 - val_mean_absolute_error: 376.7046
Epoch 2425/5000
148/148 [==============================] - 0s 34us/step - loss: 94824.9844 - mean_absolute_error: 264.2149 - val_loss: 158650.2494 - val_mean_absolute_error: 376.7036
Epoch 2426/5000
148/148 [==============================] - 0s 34us/step - loss: 94824.4766 - mean_absolute_error: 264.2139 - val_loss: 158649.4817 - val_mean_absolute_error: 376.7027
Epoch 2427/5000
148/148 [==============================] - 0s 27us/step - loss: 94823.9375 - mean_absolute_error: 264.2128 - val_loss: 158648.7294 - val_mean_absolute_error: 376.7017
Epoch 2428/5000
148/148 [==============================] - 0s 34us/step - loss: 94823.4141 - mean_absolute_error: 264.2119 - val_loss: 158647.9929 - val_mean_absolute_error: 376.7007
Epoch 2429/5000
148/148 [==============================] - 0s 27us/step - loss: 94822.8828 - mean_absolute_error: 264.2109 - val_loss: 158647.2408 - val_mean_absolute_error: 376.6998
Epoch 2430/5000
148/148 [==============================] - 0s 34us/step - loss: 94822.3594 - mean_absolute_error: 264.2099 - val_loss: 158646.4885 - val_mean_absolute_error: 376.6988
Epoch 2431/5000
148/148 [==============================] - 0s 27us/step - loss: 94821.8281 - mean_absolute_error: 264.2089 - val_loss: 158645.7213 - val_mean_absolute_error: 376.6978
Epoch 2432/5000
148/148 [==============================] - 0s 27us/step - loss: 94821.3047 - mean_absolute_error: 264.2079 - val_loss: 158644.9844 - val_mean_absolute_error: 376.6968
Epoch 2433/5000
148/148 [==============================] - 0s 34us/step - loss: 94820.7812 - mean_absolute_error: 264.2069 - val_loss: 158644.2167 - val_mean_absolute_error: 376.6959
Epoch 2434/5000
148/148 [==============================] - 0s 34us/step - loss: 94820.2500 - mean_absolute_error: 264.2059 - val_loss: 158643.4650 - val_mean_absolute_error: 376.6949
Epoch 2435/5000
148/148 [==============================] - 0s 27us/step - loss: 94819.7266 - mean_absolute_error: 264.2049 - val_loss: 158642.7433 - val_mean_absolute_error: 376.6939
Epoch 2436/5000
148/148 [==============================] - 0s 41us/step - loss: 94819.2031 - mean_absolute_error: 264.2039 - val_loss: 158641.9758 - val_mean_absolute_error: 376.6930
Epoch 2437/5000
148/148 [==============================] - 0s 27us/step - loss: 94818.6641 - mean_absolute_error: 264.2029 - val_loss: 158641.2242 - val_mean_absolute_error: 376.6920
Epoch 2438/5000
148/148 [==============================] - 0s 34us/step - loss: 94818.1484 - mean_absolute_error: 264.2020 - val_loss: 158640.4871 - val_mean_absolute_error: 376.6911
Epoch 2439/5000
148/148 [==============================] - 0s 27us/step - loss: 94817.6172 - mean_absolute_error: 264.2009 - val_loss: 158639.7196 - val_mean_absolute_error: 376.6900
Epoch 2440/5000
148/148 [==============================] - 0s 27us/step - loss: 94817.0938 - mean_absolute_error: 264.1999 - val_loss: 158638.9673 - val_mean_absolute_error: 376.6891
Epoch 2441/5000
148/148 [==============================] - 0s 34us/step - loss: 94816.5625 - mean_absolute_error: 264.1989 - val_loss: 158638.2154 - val_mean_absolute_error: 376.6881
Epoch 2442/5000
148/148 [==============================] - 0s 27us/step - loss: 94816.0391 - mean_absolute_error: 264.1979 - val_loss: 158637.4631 - val_mean_absolute_error: 376.6872
Epoch 2443/5000
148/148 [==============================] - 0s 27us/step - loss: 94815.5078 - mean_absolute_error: 264.1970 - val_loss: 158636.7108 - val_mean_absolute_error: 376.6861
Epoch 2444/5000
148/148 [==============================] - 0s 27us/step - loss: 94814.9766 - mean_absolute_error: 264.1960 - val_loss: 158635.9746 - val_mean_absolute_error: 376.6851
Epoch 2445/5000
148/148 [==============================] - 0s 27us/step - loss: 94814.4609 - mean_absolute_error: 264.1949 - val_loss: 158635.1915 - val_mean_absolute_error: 376.6842
Epoch 2446/5000
148/148 [==============================] - 0s 27us/step - loss: 94813.9219 - mean_absolute_error: 264.1939 - val_loss: 158634.4546 - val_mean_absolute_error: 376.6832
Epoch 2447/5000
148/148 [==============================] - 0s 27us/step - loss: 94813.3906 - mean_absolute_error: 264.1930 - val_loss: 158633.7183 - val_mean_absolute_error: 376.6823
Epoch 2448/5000
148/148 [==============================] - 0s 34us/step - loss: 94812.8828 - mean_absolute_error: 264.1920 - val_loss: 158632.9813 - val_mean_absolute_error: 376.6813
Epoch 2449/5000
148/148 [==============================] - 0s 34us/step - loss: 94812.3438 - mean_absolute_error: 264.1909 - val_loss: 158632.1983 - val_mean_absolute_error: 376.6803
Epoch 2450/5000
148/148 [==============================] - 0s 34us/step - loss: 94811.8203 - mean_absolute_error: 264.1899 - val_loss: 158631.4619 - val_mean_absolute_error: 376.6793
Epoch 2451/5000
148/148 [==============================] - 0s 27us/step - loss: 94811.2969 - mean_absolute_error: 264.1889 - val_loss: 158630.7096 - val_mean_absolute_error: 376.6784
Epoch 2452/5000
148/148 [==============================] - 0s 34us/step - loss: 94810.7734 - mean_absolute_error: 264.1879 - val_loss: 158629.9575 - val_mean_absolute_error: 376.6774
Epoch 2453/5000
148/148 [==============================] - 0s 27us/step - loss: 94810.2344 - mean_absolute_error: 264.1870 - val_loss: 158629.1900 - val_mean_absolute_error: 376.6765
Epoch 2454/5000
148/148 [==============================] - 0s 27us/step - loss: 94809.7188 - mean_absolute_error: 264.1859 - val_loss: 158628.4688 - val_mean_absolute_error: 376.6755
Epoch 2455/5000
148/148 [==============================] - 0s 27us/step - loss: 94809.1875 - mean_absolute_error: 264.1850 - val_loss: 158627.6856 - val_mean_absolute_error: 376.6745
Epoch 2456/5000
148/148 [==============================] - 0s 27us/step - loss: 94808.6562 - mean_absolute_error: 264.1840 - val_loss: 158626.9646 - val_mean_absolute_error: 376.6736
Epoch 2457/5000
148/148 [==============================] - 0s 34us/step - loss: 94808.1328 - mean_absolute_error: 264.1830 - val_loss: 158626.2123 - val_mean_absolute_error: 376.6726
Epoch 2458/5000
148/148 [==============================] - 0s 27us/step - loss: 94807.6172 - mean_absolute_error: 264.1820 - val_loss: 158625.4600 - val_mean_absolute_error: 376.6716
Epoch 2459/5000
148/148 [==============================] - 0s 27us/step - loss: 94807.0781 - mean_absolute_error: 264.1810 - val_loss: 158624.7083 - val_mean_absolute_error: 376.6707
Epoch 2460/5000
148/148 [==============================] - 0s 27us/step - loss: 94806.5547 - mean_absolute_error: 264.1800 - val_loss: 158623.9560 - val_mean_absolute_error: 376.6697
Epoch 2461/5000
148/148 [==============================] - 0s 27us/step - loss: 94806.0312 - mean_absolute_error: 264.1790 - val_loss: 158623.1883 - val_mean_absolute_error: 376.6687
Epoch 2462/5000
148/148 [==============================] - 0s 34us/step - loss: 94805.5000 - mean_absolute_error: 264.1780 - val_loss: 158622.4521 - val_mean_absolute_error: 376.6678
Epoch 2463/5000
148/148 [==============================] - 0s 34us/step - loss: 94804.9766 - mean_absolute_error: 264.1770 - val_loss: 158621.6842 - val_mean_absolute_error: 376.6668
Epoch 2464/5000
148/148 [==============================] - 0s 34us/step - loss: 94804.4453 - mean_absolute_error: 264.1760 - val_loss: 158620.9475 - val_mean_absolute_error: 376.6658
Epoch 2465/5000
148/148 [==============================] - 0s 27us/step - loss: 94803.9141 - mean_absolute_error: 264.1750 - val_loss: 158620.1956 - val_mean_absolute_error: 376.6648
Epoch 2466/5000
148/148 [==============================] - 0s 34us/step - loss: 94803.3984 - mean_absolute_error: 264.1740 - val_loss: 158619.4279 - val_mean_absolute_error: 376.6639
Epoch 2467/5000
148/148 [==============================] - 0s 27us/step - loss: 94802.8594 - mean_absolute_error: 264.1730 - val_loss: 158618.6913 - val_mean_absolute_error: 376.6629
Epoch 2468/5000
148/148 [==============================] - 0s 34us/step - loss: 94802.3359 - mean_absolute_error: 264.1720 - val_loss: 158617.9392 - val_mean_absolute_error: 376.6620
Epoch 2469/5000
148/148 [==============================] - 0s 34us/step - loss: 94801.8203 - mean_absolute_error: 264.1710 - val_loss: 158617.1871 - val_mean_absolute_error: 376.6609
Epoch 2470/5000
148/148 [==============================] - 0s 27us/step - loss: 94801.2891 - mean_absolute_error: 264.1700 - val_loss: 158616.4348 - val_mean_absolute_error: 376.6599
Epoch 2471/5000
148/148 [==============================] - 0s 41us/step - loss: 94800.7578 - mean_absolute_error: 264.1690 - val_loss: 158615.6983 - val_mean_absolute_error: 376.6590
Epoch 2472/5000
148/148 [==============================] - 0s 27us/step - loss: 94800.2422 - mean_absolute_error: 264.1680 - val_loss: 158614.9306 - val_mean_absolute_error: 376.6580
Epoch 2473/5000
148/148 [==============================] - 0s 34us/step - loss: 94799.7031 - mean_absolute_error: 264.1671 - val_loss: 158614.1783 - val_mean_absolute_error: 376.6570
Epoch 2474/5000
148/148 [==============================] - 0s 27us/step - loss: 94799.1719 - mean_absolute_error: 264.1660 - val_loss: 158613.4421 - val_mean_absolute_error: 376.6560
Epoch 2475/5000
148/148 [==============================] - 0s 27us/step - loss: 94798.6641 - mean_absolute_error: 264.1650 - val_loss: 158612.6898 - val_mean_absolute_error: 376.6551
Epoch 2476/5000
148/148 [==============================] - 0s 27us/step - loss: 94798.1250 - mean_absolute_error: 264.1640 - val_loss: 158611.9221 - val_mean_absolute_error: 376.6541
Epoch 2477/5000
148/148 [==============================] - 0s 27us/step - loss: 94797.5938 - mean_absolute_error: 264.1630 - val_loss: 158611.1858 - val_mean_absolute_error: 376.6532
Epoch 2478/5000
148/148 [==============================] - 0s 27us/step - loss: 94797.0781 - mean_absolute_error: 264.1620 - val_loss: 158610.4333 - val_mean_absolute_error: 376.6522
Epoch 2479/5000
148/148 [==============================] - 0s 34us/step - loss: 94796.5469 - mean_absolute_error: 264.1610 - val_loss: 158609.6812 - val_mean_absolute_error: 376.6512
Epoch 2480/5000
148/148 [==============================] - 0s 34us/step - loss: 94796.0234 - mean_absolute_error: 264.1601 - val_loss: 158608.9448 - val_mean_absolute_error: 376.6503
Epoch 2481/5000
148/148 [==============================] - 0s 27us/step - loss: 94795.4922 - mean_absolute_error: 264.1591 - val_loss: 158608.1771 - val_mean_absolute_error: 376.6493
Epoch 2482/5000
148/148 [==============================] - 0s 34us/step - loss: 94794.9688 - mean_absolute_error: 264.1581 - val_loss: 158607.4096 - val_mean_absolute_error: 376.6483
Epoch 2483/5000
148/148 [==============================] - 0s 27us/step - loss: 94794.4219 - mean_absolute_error: 264.1571 - val_loss: 158606.7037 - val_mean_absolute_error: 376.6474
Epoch 2484/5000
148/148 [==============================] - 0s 27us/step - loss: 94793.9141 - mean_absolute_error: 264.1561 - val_loss: 158605.9208 - val_mean_absolute_error: 376.6464
Epoch 2485/5000
148/148 [==============================] - 0s 27us/step - loss: 94793.3828 - mean_absolute_error: 264.1551 - val_loss: 158605.1531 - val_mean_absolute_error: 376.6454
Epoch 2486/5000
148/148 [==============================] - 0s 27us/step - loss: 94792.8594 - mean_absolute_error: 264.1541 - val_loss: 158604.4321 - val_mean_absolute_error: 376.6445
Epoch 2487/5000
148/148 [==============================] - 0s 27us/step - loss: 94792.3359 - mean_absolute_error: 264.1531 - val_loss: 158603.6800 - val_mean_absolute_error: 376.6435
Epoch 2488/5000
148/148 [==============================] - 0s 34us/step - loss: 94791.8125 - mean_absolute_error: 264.1520 - val_loss: 158602.9121 - val_mean_absolute_error: 376.6425
Epoch 2489/5000
148/148 [==============================] - 0s 41us/step - loss: 94791.2734 - mean_absolute_error: 264.1511 - val_loss: 158602.1758 - val_mean_absolute_error: 376.6415
Epoch 2490/5000
148/148 [==============================] - 0s 27us/step - loss: 94790.7578 - mean_absolute_error: 264.1501 - val_loss: 158601.4083 - val_mean_absolute_error: 376.6406
Epoch 2491/5000
148/148 [==============================] - 0s 27us/step - loss: 94790.2266 - mean_absolute_error: 264.1491 - val_loss: 158600.6713 - val_mean_absolute_error: 376.6395
Epoch 2492/5000
148/148 [==============================] - 0s 34us/step - loss: 94789.6953 - mean_absolute_error: 264.1480 - val_loss: 158599.9196 - val_mean_absolute_error: 376.6386
Epoch 2493/5000
148/148 [==============================] - 0s 34us/step - loss: 94789.1797 - mean_absolute_error: 264.1471 - val_loss: 158599.1673 - val_mean_absolute_error: 376.6376
Epoch 2494/5000
148/148 [==============================] - 0s 34us/step - loss: 94788.6406 - mean_absolute_error: 264.1461 - val_loss: 158598.4304 - val_mean_absolute_error: 376.6367
Epoch 2495/5000
148/148 [==============================] - 0s 34us/step - loss: 94788.1172 - mean_absolute_error: 264.1451 - val_loss: 158597.6785 - val_mean_absolute_error: 376.6357
Epoch 2496/5000
148/148 [==============================] - 0s 27us/step - loss: 94787.5938 - mean_absolute_error: 264.1441 - val_loss: 158596.9262 - val_mean_absolute_error: 376.6347
Epoch 2497/5000
148/148 [==============================] - 0s 34us/step - loss: 94787.0625 - mean_absolute_error: 264.1431 - val_loss: 158596.1742 - val_mean_absolute_error: 376.6337
Epoch 2498/5000
148/148 [==============================] - 0s 34us/step - loss: 94786.5312 - mean_absolute_error: 264.1421 - val_loss: 158595.4065 - val_mean_absolute_error: 376.6327
Epoch 2499/5000
148/148 [==============================] - 0s 27us/step - loss: 94786.0078 - mean_absolute_error: 264.1411 - val_loss: 158594.6700 - val_mean_absolute_error: 376.6318
Epoch 2500/5000
148/148 [==============================] - 0s 34us/step - loss: 94785.4844 - mean_absolute_error: 264.1401 - val_loss: 158593.9023 - val_mean_absolute_error: 376.6308
Epoch 2501/5000
148/148 [==============================] - 0s 27us/step - loss: 94784.9531 - mean_absolute_error: 264.1391 - val_loss: 158593.1500 - val_mean_absolute_error: 376.6298
Epoch 2502/5000
148/148 [==============================] - 0s 27us/step - loss: 94784.4219 - mean_absolute_error: 264.1381 - val_loss: 158592.3983 - val_mean_absolute_error: 376.6289
Epoch 2503/5000
148/148 [==============================] - 0s 27us/step - loss: 94783.8984 - mean_absolute_error: 264.1371 - val_loss: 158591.6613 - val_mean_absolute_error: 376.6280
Epoch 2504/5000
148/148 [==============================] - 0s 27us/step - loss: 94783.3750 - mean_absolute_error: 264.1361 - val_loss: 158590.9092 - val_mean_absolute_error: 376.6270
Epoch 2505/5000
148/148 [==============================] - 0s 41us/step - loss: 94782.8438 - mean_absolute_error: 264.1351 - val_loss: 158590.1575 - val_mean_absolute_error: 376.6260
Epoch 2506/5000
148/148 [==============================] - 0s 27us/step - loss: 94782.3281 - mean_absolute_error: 264.1341 - val_loss: 158589.4050 - val_mean_absolute_error: 376.6251
Epoch 2507/5000
148/148 [==============================] - 0s 34us/step - loss: 94781.7969 - mean_absolute_error: 264.1331 - val_loss: 158588.6529 - val_mean_absolute_error: 376.6241
Epoch 2508/5000
148/148 [==============================] - 0s 27us/step - loss: 94781.2656 - mean_absolute_error: 264.1321 - val_loss: 158587.9010 - val_mean_absolute_error: 376.6231
Epoch 2509/5000
148/148 [==============================] - 0s 27us/step - loss: 94780.7422 - mean_absolute_error: 264.1312 - val_loss: 158587.1487 - val_mean_absolute_error: 376.6222
Epoch 2510/5000
148/148 [==============================] - 0s 41us/step - loss: 94780.2188 - mean_absolute_error: 264.1302 - val_loss: 158586.3967 - val_mean_absolute_error: 376.6211
Epoch 2511/5000
148/148 [==============================] - 0s 27us/step - loss: 94779.6719 - mean_absolute_error: 264.1291 - val_loss: 158585.6446 - val_mean_absolute_error: 376.6202
Epoch 2512/5000
148/148 [==============================] - 0s 41us/step - loss: 94779.1719 - mean_absolute_error: 264.1281 - val_loss: 158584.8925 - val_mean_absolute_error: 376.6192
Epoch 2513/5000
148/148 [==============================] - 0s 27us/step - loss: 94778.6328 - mean_absolute_error: 264.1272 - val_loss: 158584.1402 - val_mean_absolute_error: 376.6183
Epoch 2514/5000
148/148 [==============================] - 0s 27us/step - loss: 94778.1094 - mean_absolute_error: 264.1261 - val_loss: 158583.3883 - val_mean_absolute_error: 376.6173
Epoch 2515/5000
148/148 [==============================] - 0s 34us/step - loss: 94777.5781 - mean_absolute_error: 264.1252 - val_loss: 158582.6517 - val_mean_absolute_error: 376.6163
Epoch 2516/5000
148/148 [==============================] - 0s 27us/step - loss: 94777.0625 - mean_absolute_error: 264.1242 - val_loss: 158581.8992 - val_mean_absolute_error: 376.6153
Epoch 2517/5000
148/148 [==============================] - 0s 27us/step - loss: 94776.5234 - mean_absolute_error: 264.1231 - val_loss: 158581.1321 - val_mean_absolute_error: 376.6143
Epoch 2518/5000
148/148 [==============================] - 0s 34us/step - loss: 94776.0078 - mean_absolute_error: 264.1222 - val_loss: 158580.3954 - val_mean_absolute_error: 376.6134
Epoch 2519/5000
148/148 [==============================] - 0s 27us/step - loss: 94775.4766 - mean_absolute_error: 264.1212 - val_loss: 158579.6275 - val_mean_absolute_error: 376.6124
Epoch 2520/5000
148/148 [==============================] - 0s 34us/step - loss: 94774.9531 - mean_absolute_error: 264.1202 - val_loss: 158578.8912 - val_mean_absolute_error: 376.6114
Epoch 2521/5000
148/148 [==============================] - 0s 27us/step - loss: 94774.4297 - mean_absolute_error: 264.1192 - val_loss: 158578.1390 - val_mean_absolute_error: 376.6105
Epoch 2522/5000
148/148 [==============================] - 0s 34us/step - loss: 94773.8906 - mean_absolute_error: 264.1182 - val_loss: 158577.4021 - val_mean_absolute_error: 376.6095
Epoch 2523/5000
148/148 [==============================] - 0s 27us/step - loss: 94773.3750 - mean_absolute_error: 264.1171 - val_loss: 158576.6502 - val_mean_absolute_error: 376.6085
Epoch 2524/5000
148/148 [==============================] - 0s 34us/step - loss: 94772.8438 - mean_absolute_error: 264.1161 - val_loss: 158575.8825 - val_mean_absolute_error: 376.6075
Epoch 2525/5000
148/148 [==============================] - 0s 27us/step - loss: 94772.3203 - mean_absolute_error: 264.1151 - val_loss: 158575.1304 - val_mean_absolute_error: 376.6066
Epoch 2526/5000
148/148 [==============================] - 0s 27us/step - loss: 94771.7812 - mean_absolute_error: 264.1142 - val_loss: 158574.3937 - val_mean_absolute_error: 376.6056
Epoch 2527/5000
148/148 [==============================] - 0s 34us/step - loss: 94771.2656 - mean_absolute_error: 264.1132 - val_loss: 158573.6263 - val_mean_absolute_error: 376.6046
Epoch 2528/5000
148/148 [==============================] - 0s 34us/step - loss: 94770.7266 - mean_absolute_error: 264.1122 - val_loss: 158572.8894 - val_mean_absolute_error: 376.6037
Epoch 2529/5000
148/148 [==============================] - 0s 27us/step - loss: 94770.2031 - mean_absolute_error: 264.1112 - val_loss: 158572.1375 - val_mean_absolute_error: 376.6027
Epoch 2530/5000
148/148 [==============================] - 0s 41us/step - loss: 94769.6719 - mean_absolute_error: 264.1102 - val_loss: 158571.4008 - val_mean_absolute_error: 376.6018
Epoch 2531/5000
148/148 [==============================] - 0s 27us/step - loss: 94769.1562 - mean_absolute_error: 264.1092 - val_loss: 158570.6331 - val_mean_absolute_error: 376.6008
Epoch 2532/5000
148/148 [==============================] - 0s 27us/step - loss: 94768.6250 - mean_absolute_error: 264.1082 - val_loss: 158569.8967 - val_mean_absolute_error: 376.5998
Epoch 2533/5000
148/148 [==============================] - 0s 27us/step - loss: 94768.1094 - mean_absolute_error: 264.1072 - val_loss: 158569.1292 - val_mean_absolute_error: 376.5989
Epoch 2534/5000
148/148 [==============================] - 0s 27us/step - loss: 94767.5781 - mean_absolute_error: 264.1062 - val_loss: 158568.3769 - val_mean_absolute_error: 376.5979
Epoch 2535/5000
148/148 [==============================] - 0s 27us/step - loss: 94767.0469 - mean_absolute_error: 264.1052 - val_loss: 158567.6250 - val_mean_absolute_error: 376.5969
Epoch 2536/5000
148/148 [==============================] - 0s 41us/step - loss: 94766.5234 - mean_absolute_error: 264.1042 - val_loss: 158566.8727 - val_mean_absolute_error: 376.5959
Epoch 2537/5000
148/148 [==============================] - 0s 34us/step - loss: 94766.0000 - mean_absolute_error: 264.1032 - val_loss: 158566.1204 - val_mean_absolute_error: 376.5950
Epoch 2538/5000
148/148 [==============================] - 0s 27us/step - loss: 94765.4688 - mean_absolute_error: 264.1022 - val_loss: 158565.3840 - val_mean_absolute_error: 376.5940
Epoch 2539/5000
148/148 [==============================] - 0s 27us/step - loss: 94764.9453 - mean_absolute_error: 264.1012 - val_loss: 158564.6317 - val_mean_absolute_error: 376.5930
Epoch 2540/5000
148/148 [==============================] - 0s 27us/step - loss: 94764.4219 - mean_absolute_error: 264.1002 - val_loss: 158563.8796 - val_mean_absolute_error: 376.5920
Epoch 2541/5000
148/148 [==============================] - 0s 27us/step - loss: 94763.8750 - mean_absolute_error: 264.0992 - val_loss: 158563.1277 - val_mean_absolute_error: 376.5910
Epoch 2542/5000
148/148 [==============================] - 0s 34us/step - loss: 94763.3672 - mean_absolute_error: 264.0982 - val_loss: 158562.3754 - val_mean_absolute_error: 376.5901
Epoch 2543/5000
148/148 [==============================] - 0s 34us/step - loss: 94762.8281 - mean_absolute_error: 264.0972 - val_loss: 158561.6233 - val_mean_absolute_error: 376.5891
Epoch 2544/5000
148/148 [==============================] - 0s 34us/step - loss: 94762.3125 - mean_absolute_error: 264.0962 - val_loss: 158560.8712 - val_mean_absolute_error: 376.5881
Epoch 2545/5000
148/148 [==============================] - 0s 27us/step - loss: 94761.7891 - mean_absolute_error: 264.0952 - val_loss: 158560.1346 - val_mean_absolute_error: 376.5871
Epoch 2546/5000
148/148 [==============================] - 0s 20us/step - loss: 94761.2578 - mean_absolute_error: 264.0942 - val_loss: 158559.3669 - val_mean_absolute_error: 376.5862
Epoch 2547/5000
148/148 [==============================] - 0s 34us/step - loss: 94760.7266 - mean_absolute_error: 264.0932 - val_loss: 158558.6304 - val_mean_absolute_error: 376.5852
Epoch 2548/5000
148/148 [==============================] - 0s 34us/step - loss: 94760.2031 - mean_absolute_error: 264.0922 - val_loss: 158557.8629 - val_mean_absolute_error: 376.5842
Epoch 2549/5000
148/148 [==============================] - 0s 34us/step - loss: 94759.6719 - mean_absolute_error: 264.0912 - val_loss: 158557.1106 - val_mean_absolute_error: 376.5833
Epoch 2550/5000
148/148 [==============================] - 0s 34us/step - loss: 94759.1484 - mean_absolute_error: 264.0902 - val_loss: 158556.3742 - val_mean_absolute_error: 376.5823
Epoch 2551/5000
148/148 [==============================] - 0s 27us/step - loss: 94758.6250 - mean_absolute_error: 264.0892 - val_loss: 158555.6219 - val_mean_absolute_error: 376.5814
Epoch 2552/5000
148/148 [==============================] - 0s 41us/step - loss: 94758.0938 - mean_absolute_error: 264.0883 - val_loss: 158554.8542 - val_mean_absolute_error: 376.5804
Epoch 2553/5000
148/148 [==============================] - 0s 34us/step - loss: 94757.5625 - mean_absolute_error: 264.0872 - val_loss: 158554.1179 - val_mean_absolute_error: 376.5794
Epoch 2554/5000
148/148 [==============================] - 0s 27us/step - loss: 94757.0547 - mean_absolute_error: 264.0863 - val_loss: 158553.3808 - val_mean_absolute_error: 376.5785
Epoch 2555/5000
148/148 [==============================] - 0s 27us/step - loss: 94756.5234 - mean_absolute_error: 264.0853 - val_loss: 158552.6133 - val_mean_absolute_error: 376.5775
Epoch 2556/5000
148/148 [==============================] - 0s 27us/step - loss: 94755.9922 - mean_absolute_error: 264.0843 - val_loss: 158551.8771 - val_mean_absolute_error: 376.5765
Epoch 2557/5000
148/148 [==============================] - 0s 34us/step - loss: 94755.4688 - mean_absolute_error: 264.0833 - val_loss: 158551.1246 - val_mean_absolute_error: 376.5756
Epoch 2558/5000
148/148 [==============================] - 0s 34us/step - loss: 94754.9375 - mean_absolute_error: 264.0823 - val_loss: 158550.3725 - val_mean_absolute_error: 376.5746
Epoch 2559/5000
148/148 [==============================] - 0s 27us/step - loss: 94754.4062 - mean_absolute_error: 264.0813 - val_loss: 158549.6206 - val_mean_absolute_error: 376.5736
Epoch 2560/5000
148/148 [==============================] - 0s 27us/step - loss: 94753.8828 - mean_absolute_error: 264.0803 - val_loss: 158548.8529 - val_mean_absolute_error: 376.5727
Epoch 2561/5000
148/148 [==============================] - 0s 27us/step - loss: 94753.3594 - mean_absolute_error: 264.0793 - val_loss: 158548.1162 - val_mean_absolute_error: 376.5717
Epoch 2562/5000
148/148 [==============================] - 0s 34us/step - loss: 94752.8281 - mean_absolute_error: 264.0783 - val_loss: 158547.3485 - val_mean_absolute_error: 376.5707
Epoch 2563/5000
148/148 [==============================] - 0s 27us/step - loss: 94752.2969 - mean_absolute_error: 264.0773 - val_loss: 158546.6275 - val_mean_absolute_error: 376.5698
Epoch 2564/5000
148/148 [==============================] - 0s 34us/step - loss: 94751.7734 - mean_absolute_error: 264.0763 - val_loss: 158545.8444 - val_mean_absolute_error: 376.5687
Epoch 2565/5000
148/148 [==============================] - 0s 27us/step - loss: 94751.2422 - mean_absolute_error: 264.0753 - val_loss: 158545.1075 - val_mean_absolute_error: 376.5677
Epoch 2566/5000
148/148 [==============================] - 0s 27us/step - loss: 94750.7188 - mean_absolute_error: 264.0743 - val_loss: 158544.3556 - val_mean_absolute_error: 376.5668
Epoch 2567/5000
148/148 [==============================] - 0s 34us/step - loss: 94750.2031 - mean_absolute_error: 264.0733 - val_loss: 158543.6187 - val_mean_absolute_error: 376.5658
Epoch 2568/5000
148/148 [==============================] - 0s 27us/step - loss: 94749.6719 - mean_absolute_error: 264.0723 - val_loss: 158542.8358 - val_mean_absolute_error: 376.5649
Epoch 2569/5000
148/148 [==============================] - 0s 27us/step - loss: 94749.1328 - mean_absolute_error: 264.0713 - val_loss: 158542.1148 - val_mean_absolute_error: 376.5639
Epoch 2570/5000
148/148 [==============================] - 0s 27us/step - loss: 94748.6250 - mean_absolute_error: 264.0703 - val_loss: 158541.3471 - val_mean_absolute_error: 376.5629
Epoch 2571/5000
148/148 [==============================] - 0s 34us/step - loss: 94748.0859 - mean_absolute_error: 264.0693 - val_loss: 158540.5950 - val_mean_absolute_error: 376.5619
Epoch 2572/5000
148/148 [==============================] - 0s 27us/step - loss: 94747.5625 - mean_absolute_error: 264.0683 - val_loss: 158539.8585 - val_mean_absolute_error: 376.5610
Epoch 2573/5000
148/148 [==============================] - 0s 34us/step - loss: 94747.0391 - mean_absolute_error: 264.0673 - val_loss: 158539.1063 - val_mean_absolute_error: 376.5600
Epoch 2574/5000
148/148 [==============================] - 0s 34us/step - loss: 94746.5156 - mean_absolute_error: 264.0663 - val_loss: 158538.3542 - val_mean_absolute_error: 376.5590
Epoch 2575/5000
148/148 [==============================] - 0s 27us/step - loss: 94745.9766 - mean_absolute_error: 264.0653 - val_loss: 158537.6175 - val_mean_absolute_error: 376.5581
Epoch 2576/5000
148/148 [==============================] - 0s 27us/step - loss: 94745.4609 - mean_absolute_error: 264.0644 - val_loss: 158536.8346 - val_mean_absolute_error: 376.5571
Epoch 2577/5000
148/148 [==============================] - 0s 34us/step - loss: 94744.9219 - mean_absolute_error: 264.0634 - val_loss: 158536.0977 - val_mean_absolute_error: 376.5562
Epoch 2578/5000
148/148 [==============================] - 0s 34us/step - loss: 94744.3984 - mean_absolute_error: 264.0623 - val_loss: 158535.3458 - val_mean_absolute_error: 376.5552
Epoch 2579/5000
148/148 [==============================] - 0s 34us/step - loss: 94743.8750 - mean_absolute_error: 264.0613 - val_loss: 158534.5935 - val_mean_absolute_error: 376.5542
Epoch 2580/5000
148/148 [==============================] - 0s 34us/step - loss: 94743.3516 - mean_absolute_error: 264.0604 - val_loss: 158533.8412 - val_mean_absolute_error: 376.5532
Epoch 2581/5000
148/148 [==============================] - 0s 27us/step - loss: 94742.8203 - mean_absolute_error: 264.0594 - val_loss: 158533.1050 - val_mean_absolute_error: 376.5523
Epoch 2582/5000
148/148 [==============================] - 0s 41us/step - loss: 94742.3047 - mean_absolute_error: 264.0583 - val_loss: 158532.3525 - val_mean_absolute_error: 376.5513
Epoch 2583/5000
148/148 [==============================] - 0s 41us/step - loss: 94741.7734 - mean_absolute_error: 264.0573 - val_loss: 158531.5850 - val_mean_absolute_error: 376.5503
Epoch 2584/5000
148/148 [==============================] - 0s 34us/step - loss: 94741.2422 - mean_absolute_error: 264.0563 - val_loss: 158530.8488 - val_mean_absolute_error: 376.5493
Epoch 2585/5000
148/148 [==============================] - 0s 27us/step - loss: 94740.7266 - mean_absolute_error: 264.0554 - val_loss: 158530.0965 - val_mean_absolute_error: 376.5484
Epoch 2586/5000
148/148 [==============================] - 0s 34us/step - loss: 94740.1875 - mean_absolute_error: 264.0544 - val_loss: 158529.3287 - val_mean_absolute_error: 376.5474
Epoch 2587/5000
148/148 [==============================] - 0s 27us/step - loss: 94739.6562 - mean_absolute_error: 264.0533 - val_loss: 158528.5923 - val_mean_absolute_error: 376.5464
Epoch 2588/5000
148/148 [==============================] - 0s 34us/step - loss: 94739.1406 - mean_absolute_error: 264.0523 - val_loss: 158527.8400 - val_mean_absolute_error: 376.5454
Epoch 2589/5000
148/148 [==============================] - 0s 41us/step - loss: 94738.6094 - mean_absolute_error: 264.0514 - val_loss: 158527.0879 - val_mean_absolute_error: 376.5444
Epoch 2590/5000
148/148 [==============================] - 0s 34us/step - loss: 94738.0781 - mean_absolute_error: 264.0504 - val_loss: 158526.3667 - val_mean_absolute_error: 376.5435
Epoch 2591/5000
148/148 [==============================] - 0s 41us/step - loss: 94737.5625 - mean_absolute_error: 264.0493 - val_loss: 158525.5837 - val_mean_absolute_error: 376.5425
Epoch 2592/5000
148/148 [==============================] - 0s 41us/step - loss: 94737.0234 - mean_absolute_error: 264.0484 - val_loss: 158524.8160 - val_mean_absolute_error: 376.5415
Epoch 2593/5000
148/148 [==============================] - 0s 41us/step - loss: 94736.5156 - mean_absolute_error: 264.0474 - val_loss: 158524.0950 - val_mean_absolute_error: 376.5406
Epoch 2594/5000
148/148 [==============================] - 0s 34us/step - loss: 94735.9766 - mean_absolute_error: 264.0463 - val_loss: 158523.3429 - val_mean_absolute_error: 376.5396
Epoch 2595/5000
148/148 [==============================] - 0s 27us/step - loss: 94735.4453 - mean_absolute_error: 264.0453 - val_loss: 158522.5750 - val_mean_absolute_error: 376.5386
Epoch 2596/5000
148/148 [==============================] - 0s 34us/step - loss: 94734.9219 - mean_absolute_error: 264.0444 - val_loss: 158521.8387 - val_mean_absolute_error: 376.5377
Epoch 2597/5000
148/148 [==============================] - 0s 34us/step - loss: 94734.3984 - mean_absolute_error: 264.0434 - val_loss: 158521.0713 - val_mean_absolute_error: 376.5367
Epoch 2598/5000
148/148 [==============================] - 0s 34us/step - loss: 94733.8750 - mean_absolute_error: 264.0424 - val_loss: 158520.3344 - val_mean_absolute_error: 376.5357
Epoch 2599/5000
148/148 [==============================] - 0s 34us/step - loss: 94733.3438 - mean_absolute_error: 264.0414 - val_loss: 158519.5979 - val_mean_absolute_error: 376.5348
Epoch 2600/5000
148/148 [==============================] - 0s 27us/step - loss: 94732.8281 - mean_absolute_error: 264.0404 - val_loss: 158518.8148 - val_mean_absolute_error: 376.5338
Epoch 2601/5000
148/148 [==============================] - 0s 27us/step - loss: 94732.2891 - mean_absolute_error: 264.0394 - val_loss: 158518.0933 - val_mean_absolute_error: 376.5329
Epoch 2602/5000
148/148 [==============================] - 0s 27us/step - loss: 94731.7656 - mean_absolute_error: 264.0384 - val_loss: 158517.3415 - val_mean_absolute_error: 376.5319
Epoch 2603/5000
148/148 [==============================] - 0s 34us/step - loss: 94731.2422 - mean_absolute_error: 264.0374 - val_loss: 158516.5738 - val_mean_absolute_error: 376.5309
Epoch 2604/5000
148/148 [==============================] - 0s 27us/step - loss: 94730.7188 - mean_absolute_error: 264.0364 - val_loss: 158515.8371 - val_mean_absolute_error: 376.5300
Epoch 2605/5000
148/148 [==============================] - 0s 34us/step - loss: 94730.1797 - mean_absolute_error: 264.0355 - val_loss: 158515.0698 - val_mean_absolute_error: 376.5290
Epoch 2606/5000
148/148 [==============================] - 0s 34us/step - loss: 94729.6719 - mean_absolute_error: 264.0345 - val_loss: 158514.3175 - val_mean_absolute_error: 376.5280
Epoch 2607/5000
148/148 [==============================] - 0s 27us/step - loss: 94729.1328 - mean_absolute_error: 264.0334 - val_loss: 158513.5654 - val_mean_absolute_error: 376.5271
Epoch 2608/5000
148/148 [==============================] - 0s 34us/step - loss: 94728.6016 - mean_absolute_error: 264.0324 - val_loss: 158512.8287 - val_mean_absolute_error: 376.5261
Epoch 2609/5000
148/148 [==============================] - 0s 27us/step - loss: 94728.0781 - mean_absolute_error: 264.0314 - val_loss: 158512.0767 - val_mean_absolute_error: 376.5251
Epoch 2610/5000
148/148 [==============================] - 0s 34us/step - loss: 94727.5547 - mean_absolute_error: 264.0305 - val_loss: 158511.3400 - val_mean_absolute_error: 376.5241
Epoch 2611/5000
148/148 [==============================] - 0s 41us/step - loss: 94727.0234 - mean_absolute_error: 264.0294 - val_loss: 158510.5725 - val_mean_absolute_error: 376.5232
Epoch 2612/5000
148/148 [==============================] - 0s 27us/step - loss: 94726.5078 - mean_absolute_error: 264.0284 - val_loss: 158509.8358 - val_mean_absolute_error: 376.5221
Epoch 2613/5000
148/148 [==============================] - 0s 34us/step - loss: 94725.9766 - mean_absolute_error: 264.0274 - val_loss: 158509.0681 - val_mean_absolute_error: 376.5212
Epoch 2614/5000
148/148 [==============================] - 0s 34us/step - loss: 94725.4531 - mean_absolute_error: 264.0265 - val_loss: 158508.3317 - val_mean_absolute_error: 376.5202
Epoch 2615/5000
148/148 [==============================] - 0s 20us/step - loss: 94724.9219 - mean_absolute_error: 264.0255 - val_loss: 158507.5640 - val_mean_absolute_error: 376.5192
Epoch 2616/5000
148/148 [==============================] - 0s 34us/step - loss: 94724.3984 - mean_absolute_error: 264.0245 - val_loss: 158506.8117 - val_mean_absolute_error: 376.5183
Epoch 2617/5000
148/148 [==============================] - 0s 34us/step - loss: 94723.8672 - mean_absolute_error: 264.0234 - val_loss: 158506.0908 - val_mean_absolute_error: 376.5173
Epoch 2618/5000
148/148 [==============================] - 0s 34us/step - loss: 94723.3516 - mean_absolute_error: 264.0224 - val_loss: 158505.3231 - val_mean_absolute_error: 376.5163
Epoch 2619/5000
148/148 [==============================] - 0s 27us/step - loss: 94722.8203 - mean_absolute_error: 264.0214 - val_loss: 158504.5554 - val_mean_absolute_error: 376.5153
Epoch 2620/5000
148/148 [==============================] - 0s 27us/step - loss: 94722.2891 - mean_absolute_error: 264.0204 - val_loss: 158503.8192 - val_mean_absolute_error: 376.5144
Epoch 2621/5000
148/148 [==============================] - 0s 27us/step - loss: 94721.7734 - mean_absolute_error: 264.0194 - val_loss: 158503.0667 - val_mean_absolute_error: 376.5134
Epoch 2622/5000
148/148 [==============================] - 0s 20us/step - loss: 94721.2422 - mean_absolute_error: 264.0185 - val_loss: 158502.3146 - val_mean_absolute_error: 376.5124
Epoch 2623/5000
148/148 [==============================] - 0s 34us/step - loss: 94720.7109 - mean_absolute_error: 264.0175 - val_loss: 158501.5781 - val_mean_absolute_error: 376.5115
Epoch 2624/5000
148/148 [==============================] - 0s 27us/step - loss: 94720.1875 - mean_absolute_error: 264.0165 - val_loss: 158500.8104 - val_mean_absolute_error: 376.5105
Epoch 2625/5000
148/148 [==============================] - 0s 34us/step - loss: 94719.6641 - mean_absolute_error: 264.0155 - val_loss: 158500.0583 - val_mean_absolute_error: 376.5096
Epoch 2626/5000
148/148 [==============================] - 0s 34us/step - loss: 94719.1328 - mean_absolute_error: 264.0145 - val_loss: 158499.3060 - val_mean_absolute_error: 376.5086
Epoch 2627/5000
148/148 [==============================] - 0s 34us/step - loss: 94718.5938 - mean_absolute_error: 264.0135 - val_loss: 158498.5542 - val_mean_absolute_error: 376.5076
Epoch 2628/5000
148/148 [==============================] - 0s 27us/step - loss: 94718.0781 - mean_absolute_error: 264.0125 - val_loss: 158497.8019 - val_mean_absolute_error: 376.5067
Epoch 2629/5000
148/148 [==============================] - 0s 27us/step - loss: 94717.5547 - mean_absolute_error: 264.0115 - val_loss: 158497.0496 - val_mean_absolute_error: 376.5056
Epoch 2630/5000
148/148 [==============================] - 0s 34us/step - loss: 94717.0234 - mean_absolute_error: 264.0104 - val_loss: 158496.2979 - val_mean_absolute_error: 376.5047
Epoch 2631/5000
148/148 [==============================] - 0s 27us/step - loss: 94716.5078 - mean_absolute_error: 264.0095 - val_loss: 158495.5608 - val_mean_absolute_error: 376.5037
Epoch 2632/5000
148/148 [==============================] - 0s 34us/step - loss: 94715.9766 - mean_absolute_error: 264.0085 - val_loss: 158494.7933 - val_mean_absolute_error: 376.5028
Epoch 2633/5000
148/148 [==============================] - 0s 27us/step - loss: 94715.4453 - mean_absolute_error: 264.0075 - val_loss: 158494.0725 - val_mean_absolute_error: 376.5018
Epoch 2634/5000
148/148 [==============================] - 0s 27us/step - loss: 94714.9219 - mean_absolute_error: 264.0065 - val_loss: 158493.2892 - val_mean_absolute_error: 376.5007
Epoch 2635/5000
148/148 [==============================] - 0s 34us/step - loss: 94714.3906 - mean_absolute_error: 264.0055 - val_loss: 158492.5371 - val_mean_absolute_error: 376.4998
Epoch 2636/5000
148/148 [==============================] - 0s 41us/step - loss: 94713.8672 - mean_absolute_error: 264.0045 - val_loss: 158491.8006 - val_mean_absolute_error: 376.4988
Epoch 2637/5000
148/148 [==============================] - 0s 41us/step - loss: 94713.3438 - mean_absolute_error: 264.0035 - val_loss: 158491.0638 - val_mean_absolute_error: 376.4979
Epoch 2638/5000
148/148 [==============================] - 0s 34us/step - loss: 94712.8125 - mean_absolute_error: 264.0025 - val_loss: 158490.2808 - val_mean_absolute_error: 376.4969
Epoch 2639/5000
148/148 [==============================] - 0s 41us/step - loss: 94712.2734 - mean_absolute_error: 264.0015 - val_loss: 158489.5596 - val_mean_absolute_error: 376.4959
Epoch 2640/5000
148/148 [==============================] - 0s 27us/step - loss: 94711.7656 - mean_absolute_error: 264.0005 - val_loss: 158488.7921 - val_mean_absolute_error: 376.4949
Epoch 2641/5000
148/148 [==============================] - 0s 34us/step - loss: 94711.2344 - mean_absolute_error: 263.9995 - val_loss: 158488.0552 - val_mean_absolute_error: 376.4940
Epoch 2642/5000
148/148 [==============================] - 0s 27us/step - loss: 94710.6953 - mean_absolute_error: 263.9985 - val_loss: 158487.3033 - val_mean_absolute_error: 376.4930
Epoch 2643/5000
148/148 [==============================] - 0s 27us/step - loss: 94710.1797 - mean_absolute_error: 263.9975 - val_loss: 158486.5512 - val_mean_absolute_error: 376.4921
Epoch 2644/5000
148/148 [==============================] - 0s 27us/step - loss: 94709.6562 - mean_absolute_error: 263.9965 - val_loss: 158485.7835 - val_mean_absolute_error: 376.4911
Epoch 2645/5000
148/148 [==============================] - 0s 41us/step - loss: 94709.1250 - mean_absolute_error: 263.9955 - val_loss: 158485.0625 - val_mean_absolute_error: 376.4901
Epoch 2646/5000
148/148 [==============================] - 0s 34us/step - loss: 94708.6094 - mean_absolute_error: 263.9945 - val_loss: 158484.2950 - val_mean_absolute_error: 376.4892
Epoch 2647/5000
148/148 [==============================] - 0s 34us/step - loss: 94708.0781 - mean_absolute_error: 263.9935 - val_loss: 158483.5581 - val_mean_absolute_error: 376.4882
Epoch 2648/5000
148/148 [==============================] - 0s 27us/step - loss: 94707.5391 - mean_absolute_error: 263.9926 - val_loss: 158482.7908 - val_mean_absolute_error: 376.4872
Epoch 2649/5000
148/148 [==============================] - 0s 41us/step - loss: 94707.0234 - mean_absolute_error: 263.9915 - val_loss: 158482.0540 - val_mean_absolute_error: 376.4863
Epoch 2650/5000
148/148 [==============================] - 0s 27us/step - loss: 94706.4922 - mean_absolute_error: 263.9906 - val_loss: 158481.2863 - val_mean_absolute_error: 376.4853
Epoch 2651/5000
148/148 [==============================] - 0s 41us/step - loss: 94705.9609 - mean_absolute_error: 263.9896 - val_loss: 158480.5500 - val_mean_absolute_error: 376.4843
Epoch 2652/5000
148/148 [==============================] - 0s 27us/step - loss: 94705.4453 - mean_absolute_error: 263.9886 - val_loss: 158479.7975 - val_mean_absolute_error: 376.4834
Epoch 2653/5000
148/148 [==============================] - 0s 27us/step - loss: 94704.9219 - mean_absolute_error: 263.9876 - val_loss: 158479.0300 - val_mean_absolute_error: 376.4824
Epoch 2654/5000
148/148 [==============================] - 0s 27us/step - loss: 94704.3906 - mean_absolute_error: 263.9865 - val_loss: 158478.2935 - val_mean_absolute_error: 376.4814
Epoch 2655/5000
148/148 [==============================] - 0s 34us/step - loss: 94703.8750 - mean_absolute_error: 263.9856 - val_loss: 158477.5413 - val_mean_absolute_error: 376.4804
Epoch 2656/5000
148/148 [==============================] - 0s 27us/step - loss: 94703.3359 - mean_absolute_error: 263.9845 - val_loss: 158476.7892 - val_mean_absolute_error: 376.4795
Epoch 2657/5000
148/148 [==============================] - 0s 34us/step - loss: 94702.8047 - mean_absolute_error: 263.9836 - val_loss: 158476.0371 - val_mean_absolute_error: 376.4785
Epoch 2658/5000
148/148 [==============================] - 0s 27us/step - loss: 94702.2812 - mean_absolute_error: 263.9826 - val_loss: 158475.2850 - val_mean_absolute_error: 376.4776
Epoch 2659/5000
148/148 [==============================] - 0s 34us/step - loss: 94701.7656 - mean_absolute_error: 263.9816 - val_loss: 158474.5329 - val_mean_absolute_error: 376.4765
Epoch 2660/5000
148/148 [==============================] - 0s 34us/step - loss: 94701.2266 - mean_absolute_error: 263.9806 - val_loss: 158473.7963 - val_mean_absolute_error: 376.4756
Epoch 2661/5000
148/148 [==============================] - 0s 27us/step - loss: 94700.7109 - mean_absolute_error: 263.9796 - val_loss: 158473.0442 - val_mean_absolute_error: 376.4746
Epoch 2662/5000
148/148 [==============================] - 0s 34us/step - loss: 94700.1719 - mean_absolute_error: 263.9786 - val_loss: 158472.2919 - val_mean_absolute_error: 376.4736
Epoch 2663/5000
148/148 [==============================] - 0s 34us/step - loss: 94699.6562 - mean_absolute_error: 263.9776 - val_loss: 158471.5400 - val_mean_absolute_error: 376.4727
Epoch 2664/5000
148/148 [==============================] - 0s 34us/step - loss: 94699.1250 - mean_absolute_error: 263.9766 - val_loss: 158470.7879 - val_mean_absolute_error: 376.4717
Epoch 2665/5000
148/148 [==============================] - 0s 27us/step - loss: 94698.6094 - mean_absolute_error: 263.9755 - val_loss: 158470.0354 - val_mean_absolute_error: 376.4707
Epoch 2666/5000
148/148 [==============================] - 0s 34us/step - loss: 94698.0781 - mean_absolute_error: 263.9745 - val_loss: 158469.2838 - val_mean_absolute_error: 376.4698
Epoch 2667/5000
148/148 [==============================] - 0s 34us/step - loss: 94697.5547 - mean_absolute_error: 263.9736 - val_loss: 158468.5160 - val_mean_absolute_error: 376.4688
Epoch 2668/5000
148/148 [==============================] - 0s 27us/step - loss: 94697.0234 - mean_absolute_error: 263.9726 - val_loss: 158467.7946 - val_mean_absolute_error: 376.4678
Epoch 2669/5000
148/148 [==============================] - 0s 34us/step - loss: 94696.4922 - mean_absolute_error: 263.9716 - val_loss: 158467.0429 - val_mean_absolute_error: 376.4669
Epoch 2670/5000
148/148 [==============================] - 0s 27us/step - loss: 94695.9766 - mean_absolute_error: 263.9706 - val_loss: 158466.2906 - val_mean_absolute_error: 376.4659
Epoch 2671/5000
148/148 [==============================] - 0s 34us/step - loss: 94695.4375 - mean_absolute_error: 263.9696 - val_loss: 158465.5383 - val_mean_absolute_error: 376.4649
Epoch 2672/5000
148/148 [==============================] - 0s 34us/step - loss: 94694.9062 - mean_absolute_error: 263.9686 - val_loss: 158464.7867 - val_mean_absolute_error: 376.4639
Epoch 2673/5000
148/148 [==============================] - 0s 27us/step - loss: 94694.3906 - mean_absolute_error: 263.9676 - val_loss: 158464.0342 - val_mean_absolute_error: 376.4630
Epoch 2674/5000
148/148 [==============================] - 0s 34us/step - loss: 94693.8672 - mean_absolute_error: 263.9666 - val_loss: 158463.2821 - val_mean_absolute_error: 376.4620
Epoch 2675/5000
148/148 [==============================] - 0s 27us/step - loss: 94693.3359 - mean_absolute_error: 263.9656 - val_loss: 158462.5302 - val_mean_absolute_error: 376.4610
Epoch 2676/5000
148/148 [==============================] - 0s 34us/step - loss: 94692.8047 - mean_absolute_error: 263.9647 - val_loss: 158461.7933 - val_mean_absolute_error: 376.4600
Epoch 2677/5000
148/148 [==============================] - 0s 41us/step - loss: 94692.2891 - mean_absolute_error: 263.9636 - val_loss: 158461.0104 - val_mean_absolute_error: 376.4591
Epoch 2678/5000
148/148 [==============================] - 0s 34us/step - loss: 94691.7500 - mean_absolute_error: 263.9626 - val_loss: 158460.2892 - val_mean_absolute_error: 376.4581
Epoch 2679/5000
148/148 [==============================] - 0s 27us/step - loss: 94691.2344 - mean_absolute_error: 263.9616 - val_loss: 158459.5371 - val_mean_absolute_error: 376.4571
Epoch 2680/5000
148/148 [==============================] - 0s 27us/step - loss: 94690.7031 - mean_absolute_error: 263.9606 - val_loss: 158458.7850 - val_mean_absolute_error: 376.4562
Epoch 2681/5000
148/148 [==============================] - 0s 27us/step - loss: 94690.1719 - mean_absolute_error: 263.9597 - val_loss: 158458.0483 - val_mean_absolute_error: 376.4552
Epoch 2682/5000
148/148 [==============================] - 0s 27us/step - loss: 94689.6562 - mean_absolute_error: 263.9586 - val_loss: 158457.2808 - val_mean_absolute_error: 376.4542
Epoch 2683/5000
148/148 [==============================] - 0s 41us/step - loss: 94689.1250 - mean_absolute_error: 263.9576 - val_loss: 158456.5285 - val_mean_absolute_error: 376.4532
Epoch 2684/5000
148/148 [==============================] - 0s 27us/step - loss: 94688.6016 - mean_absolute_error: 263.9566 - val_loss: 158455.7767 - val_mean_absolute_error: 376.4522
Epoch 2685/5000
148/148 [==============================] - 0s 27us/step - loss: 94688.0859 - mean_absolute_error: 263.9557 - val_loss: 158455.0400 - val_mean_absolute_error: 376.4513
Epoch 2686/5000
148/148 [==============================] - 0s 34us/step - loss: 94687.5469 - mean_absolute_error: 263.9546 - val_loss: 158454.2721 - val_mean_absolute_error: 376.4503
Epoch 2687/5000
148/148 [==============================] - 0s 27us/step - loss: 94687.0156 - mean_absolute_error: 263.9536 - val_loss: 158453.5358 - val_mean_absolute_error: 376.4494
Epoch 2688/5000
148/148 [==============================] - 0s 41us/step - loss: 94686.5000 - mean_absolute_error: 263.9527 - val_loss: 158452.7681 - val_mean_absolute_error: 376.4484
Epoch 2689/5000
148/148 [==============================] - 0s 27us/step - loss: 94685.9688 - mean_absolute_error: 263.9516 - val_loss: 158452.0312 - val_mean_absolute_error: 376.4474
Epoch 2690/5000
148/148 [==============================] - 0s 34us/step - loss: 94685.4297 - mean_absolute_error: 263.9506 - val_loss: 158451.2638 - val_mean_absolute_error: 376.4464
Epoch 2691/5000
148/148 [==============================] - 0s 34us/step - loss: 94684.9062 - mean_absolute_error: 263.9496 - val_loss: 158450.5271 - val_mean_absolute_error: 376.4455
Epoch 2692/5000
148/148 [==============================] - 0s 27us/step - loss: 94684.3906 - mean_absolute_error: 263.9486 - val_loss: 158449.7596 - val_mean_absolute_error: 376.4445
Epoch 2693/5000
148/148 [==============================] - 0s 41us/step - loss: 94683.8594 - mean_absolute_error: 263.9477 - val_loss: 158449.0075 - val_mean_absolute_error: 376.4436
Epoch 2694/5000
148/148 [==============================] - 0s 27us/step - loss: 94683.3281 - mean_absolute_error: 263.9467 - val_loss: 158448.2708 - val_mean_absolute_error: 376.4426
Epoch 2695/5000
148/148 [==============================] - 0s 27us/step - loss: 94682.8203 - mean_absolute_error: 263.9457 - val_loss: 158447.5342 - val_mean_absolute_error: 376.4416
Epoch 2696/5000
148/148 [==============================] - 0s 34us/step - loss: 94682.2812 - mean_absolute_error: 263.9447 - val_loss: 158446.7510 - val_mean_absolute_error: 376.4407
Epoch 2697/5000
148/148 [==============================] - 0s 34us/step - loss: 94681.7500 - mean_absolute_error: 263.9437 - val_loss: 158446.0146 - val_mean_absolute_error: 376.4397
Epoch 2698/5000
148/148 [==============================] - 0s 34us/step - loss: 94681.2266 - mean_absolute_error: 263.9427 - val_loss: 158445.2625 - val_mean_absolute_error: 376.4387
Epoch 2699/5000
148/148 [==============================] - 0s 34us/step - loss: 94680.7031 - mean_absolute_error: 263.9417 - val_loss: 158444.5100 - val_mean_absolute_error: 376.4378
Epoch 2700/5000
148/148 [==============================] - 0s 34us/step - loss: 94680.1719 - mean_absolute_error: 263.9407 - val_loss: 158443.7583 - val_mean_absolute_error: 376.4368
Epoch 2701/5000
148/148 [==============================] - 0s 27us/step - loss: 94679.6562 - mean_absolute_error: 263.9397 - val_loss: 158443.0060 - val_mean_absolute_error: 376.4358
Epoch 2702/5000
148/148 [==============================] - 0s 34us/step - loss: 94679.1172 - mean_absolute_error: 263.9387 - val_loss: 158442.2383 - val_mean_absolute_error: 376.4348
Epoch 2703/5000
148/148 [==============================] - 0s 27us/step - loss: 94678.5938 - mean_absolute_error: 263.9377 - val_loss: 158441.5329 - val_mean_absolute_error: 376.4339
Epoch 2704/5000
148/148 [==============================] - 0s 27us/step - loss: 94678.0781 - mean_absolute_error: 263.9367 - val_loss: 158440.7652 - val_mean_absolute_error: 376.4329
Epoch 2705/5000
148/148 [==============================] - 0s 34us/step - loss: 94677.5469 - mean_absolute_error: 263.9357 - val_loss: 158439.9975 - val_mean_absolute_error: 376.4319
Epoch 2706/5000
148/148 [==============================] - 0s 34us/step - loss: 94677.0078 - mean_absolute_error: 263.9347 - val_loss: 158439.2767 - val_mean_absolute_error: 376.4310
Epoch 2707/5000
148/148 [==============================] - 0s 34us/step - loss: 94676.5000 - mean_absolute_error: 263.9337 - val_loss: 158438.5088 - val_mean_absolute_error: 376.4299
Epoch 2708/5000
148/148 [==============================] - 0s 34us/step - loss: 94675.9688 - mean_absolute_error: 263.9327 - val_loss: 158437.7567 - val_mean_absolute_error: 376.4290
Epoch 2709/5000
148/148 [==============================] - 0s 27us/step - loss: 94675.4297 - mean_absolute_error: 263.9317 - val_loss: 158437.0202 - val_mean_absolute_error: 376.4280
Epoch 2710/5000
148/148 [==============================] - 0s 41us/step - loss: 94674.9219 - mean_absolute_error: 263.9307 - val_loss: 158436.2679 - val_mean_absolute_error: 376.4270
Epoch 2711/5000
148/148 [==============================] - 0s 27us/step - loss: 94674.3828 - mean_absolute_error: 263.9297 - val_loss: 158435.5004 - val_mean_absolute_error: 376.4261
Epoch 2712/5000
148/148 [==============================] - 0s 27us/step - loss: 94673.8594 - mean_absolute_error: 263.9287 - val_loss: 158434.7638 - val_mean_absolute_error: 376.4251
Epoch 2713/5000
148/148 [==============================] - 0s 27us/step - loss: 94673.3359 - mean_absolute_error: 263.9277 - val_loss: 158434.0117 - val_mean_absolute_error: 376.4241
Epoch 2714/5000
148/148 [==============================] - 0s 34us/step - loss: 94672.8125 - mean_absolute_error: 263.9267 - val_loss: 158433.2596 - val_mean_absolute_error: 376.4231
Epoch 2715/5000
148/148 [==============================] - 0s 27us/step - loss: 94672.2734 - mean_absolute_error: 263.9257 - val_loss: 158432.5075 - val_mean_absolute_error: 376.4222
Epoch 2716/5000
148/148 [==============================] - 0s 27us/step - loss: 94671.7656 - mean_absolute_error: 263.9247 - val_loss: 158431.7554 - val_mean_absolute_error: 376.4212
Epoch 2717/5000
148/148 [==============================] - 0s 34us/step - loss: 94671.2266 - mean_absolute_error: 263.9237 - val_loss: 158431.0031 - val_mean_absolute_error: 376.4202
Epoch 2718/5000
148/148 [==============================] - 0s 27us/step - loss: 94670.6953 - mean_absolute_error: 263.9227 - val_loss: 158430.2667 - val_mean_absolute_error: 376.4193
Epoch 2719/5000
148/148 [==============================] - 0s 27us/step - loss: 94670.1875 - mean_absolute_error: 263.9218 - val_loss: 158429.5146 - val_mean_absolute_error: 376.4183
Epoch 2720/5000
148/148 [==============================] - 0s 34us/step - loss: 94669.6484 - mean_absolute_error: 263.9207 - val_loss: 158428.7469 - val_mean_absolute_error: 376.4174
Epoch 2721/5000
148/148 [==============================] - 0s 34us/step - loss: 94669.1250 - mean_absolute_error: 263.9198 - val_loss: 158427.9950 - val_mean_absolute_error: 376.4164
Epoch 2722/5000
148/148 [==============================] - 0s 34us/step - loss: 94668.6094 - mean_absolute_error: 263.9188 - val_loss: 158427.2581 - val_mean_absolute_error: 376.4154
Epoch 2723/5000
148/148 [==============================] - 0s 27us/step - loss: 94668.0781 - mean_absolute_error: 263.9178 - val_loss: 158426.4904 - val_mean_absolute_error: 376.4145
Epoch 2724/5000
148/148 [==============================] - 0s 34us/step - loss: 94667.5469 - mean_absolute_error: 263.9168 - val_loss: 158425.7696 - val_mean_absolute_error: 376.4135
Epoch 2725/5000
148/148 [==============================] - 0s 34us/step - loss: 94667.0234 - mean_absolute_error: 263.9158 - val_loss: 158425.0017 - val_mean_absolute_error: 376.4125
Epoch 2726/5000
148/148 [==============================] - 0s 27us/step - loss: 94666.4922 - mean_absolute_error: 263.9147 - val_loss: 158424.2496 - val_mean_absolute_error: 376.4115
Epoch 2727/5000
148/148 [==============================] - 0s 34us/step - loss: 94665.9609 - mean_absolute_error: 263.9137 - val_loss: 158423.5133 - val_mean_absolute_error: 376.4106
Epoch 2728/5000
148/148 [==============================] - 0s 27us/step - loss: 94665.4453 - mean_absolute_error: 263.9128 - val_loss: 158422.7454 - val_mean_absolute_error: 376.4096
Epoch 2729/5000
148/148 [==============================] - 0s 41us/step - loss: 94664.9219 - mean_absolute_error: 263.9118 - val_loss: 158421.9933 - val_mean_absolute_error: 376.4086
Epoch 2730/5000
148/148 [==============================] - 0s 34us/step - loss: 94664.3828 - mean_absolute_error: 263.9108 - val_loss: 158421.2569 - val_mean_absolute_error: 376.4076
Epoch 2731/5000
148/148 [==============================] - 0s 34us/step - loss: 94663.8750 - mean_absolute_error: 263.9098 - val_loss: 158420.4892 - val_mean_absolute_error: 376.4066
Epoch 2732/5000
148/148 [==============================] - 0s 27us/step - loss: 94663.3281 - mean_absolute_error: 263.9088 - val_loss: 158419.7525 - val_mean_absolute_error: 376.4057
Epoch 2733/5000
148/148 [==============================] - 0s 27us/step - loss: 94662.8047 - mean_absolute_error: 263.9078 - val_loss: 158419.0158 - val_mean_absolute_error: 376.4047
Epoch 2734/5000
148/148 [==============================] - 0s 34us/step - loss: 94662.2812 - mean_absolute_error: 263.9068 - val_loss: 158418.2483 - val_mean_absolute_error: 376.4038
Epoch 2735/5000
148/148 [==============================] - 0s 41us/step - loss: 94661.7578 - mean_absolute_error: 263.9058 - val_loss: 158417.4960 - val_mean_absolute_error: 376.4028
Epoch 2736/5000
148/148 [==============================] - 0s 34us/step - loss: 94661.2266 - mean_absolute_error: 263.9048 - val_loss: 158416.7596 - val_mean_absolute_error: 376.4018
Epoch 2737/5000
148/148 [==============================] - 0s 27us/step - loss: 94660.7109 - mean_absolute_error: 263.9037 - val_loss: 158415.9767 - val_mean_absolute_error: 376.4008
Epoch 2738/5000
148/148 [==============================] - 0s 34us/step - loss: 94660.1719 - mean_absolute_error: 263.9028 - val_loss: 158415.2552 - val_mean_absolute_error: 376.3998
Epoch 2739/5000
148/148 [==============================] - 0s 27us/step - loss: 94659.6406 - mean_absolute_error: 263.9018 - val_loss: 158414.5033 - val_mean_absolute_error: 376.3989
Epoch 2740/5000
148/148 [==============================] - 0s 27us/step - loss: 94659.1328 - mean_absolute_error: 263.9008 - val_loss: 158413.7667 - val_mean_absolute_error: 376.3979
Epoch 2741/5000
148/148 [==============================] - 0s 41us/step - loss: 94658.6016 - mean_absolute_error: 263.8998 - val_loss: 158412.9835 - val_mean_absolute_error: 376.3969
Epoch 2742/5000
148/148 [==============================] - 0s 34us/step - loss: 94658.0703 - mean_absolute_error: 263.8988 - val_loss: 158412.2625 - val_mean_absolute_error: 376.3960
Epoch 2743/5000
148/148 [==============================] - 0s 27us/step - loss: 94657.5547 - mean_absolute_error: 263.8978 - val_loss: 158411.5102 - val_mean_absolute_error: 376.3951
Epoch 2744/5000
148/148 [==============================] - 0s 34us/step - loss: 94657.0234 - mean_absolute_error: 263.8968 - val_loss: 158410.7579 - val_mean_absolute_error: 376.3941
Epoch 2745/5000
148/148 [==============================] - 0s 27us/step - loss: 94656.4844 - mean_absolute_error: 263.8958 - val_loss: 158409.9908 - val_mean_absolute_error: 376.3931
Epoch 2746/5000
148/148 [==============================] - 0s 34us/step - loss: 94655.9766 - mean_absolute_error: 263.8948 - val_loss: 158409.2538 - val_mean_absolute_error: 376.3921
Epoch 2747/5000
148/148 [==============================] - 0s 41us/step - loss: 94655.4453 - mean_absolute_error: 263.8939 - val_loss: 158408.4862 - val_mean_absolute_error: 376.3912
Epoch 2748/5000
148/148 [==============================] - 0s 27us/step - loss: 94654.9219 - mean_absolute_error: 263.8929 - val_loss: 158407.7500 - val_mean_absolute_error: 376.3902
Epoch 2749/5000
148/148 [==============================] - 0s 27us/step - loss: 94654.3906 - mean_absolute_error: 263.8919 - val_loss: 158406.9821 - val_mean_absolute_error: 376.3892
Epoch 2750/5000
148/148 [==============================] - 0s 41us/step - loss: 94653.8672 - mean_absolute_error: 263.8908 - val_loss: 158406.2454 - val_mean_absolute_error: 376.3883
Epoch 2751/5000
148/148 [==============================] - 0s 27us/step - loss: 94653.3281 - mean_absolute_error: 263.8899 - val_loss: 158405.5090 - val_mean_absolute_error: 376.3873
Epoch 2752/5000
148/148 [==============================] - 0s 27us/step - loss: 94652.8281 - mean_absolute_error: 263.8888 - val_loss: 158404.7412 - val_mean_absolute_error: 376.3863
Epoch 2753/5000
148/148 [==============================] - 0s 27us/step - loss: 94652.2812 - mean_absolute_error: 263.8878 - val_loss: 158403.9892 - val_mean_absolute_error: 376.3854
Epoch 2754/5000
148/148 [==============================] - 0s 27us/step - loss: 94651.7578 - mean_absolute_error: 263.8869 - val_loss: 158403.2369 - val_mean_absolute_error: 376.3843
Epoch 2755/5000
148/148 [==============================] - 0s 27us/step - loss: 94651.2266 - mean_absolute_error: 263.8858 - val_loss: 158402.4850 - val_mean_absolute_error: 376.3833
Epoch 2756/5000
148/148 [==============================] - 0s 34us/step - loss: 94650.7109 - mean_absolute_error: 263.8849 - val_loss: 158401.7327 - val_mean_absolute_error: 376.3824
Epoch 2757/5000
148/148 [==============================] - 0s 34us/step - loss: 94650.1719 - mean_absolute_error: 263.8839 - val_loss: 158400.9804 - val_mean_absolute_error: 376.3814
Epoch 2758/5000
148/148 [==============================] - 0s 34us/step - loss: 94649.6406 - mean_absolute_error: 263.8829 - val_loss: 158400.2442 - val_mean_absolute_error: 376.3805
Epoch 2759/5000
148/148 [==============================] - 0s 34us/step - loss: 94649.1250 - mean_absolute_error: 263.8819 - val_loss: 158399.4919 - val_mean_absolute_error: 376.3795
Epoch 2760/5000
148/148 [==============================] - 0s 27us/step - loss: 94648.6016 - mean_absolute_error: 263.8809 - val_loss: 158398.7396 - val_mean_absolute_error: 376.3785
Epoch 2761/5000
148/148 [==============================] - 0s 27us/step - loss: 94648.0781 - mean_absolute_error: 263.8798 - val_loss: 158397.9879 - val_mean_absolute_error: 376.3776
Epoch 2762/5000
148/148 [==============================] - 0s 27us/step - loss: 94647.5469 - mean_absolute_error: 263.8788 - val_loss: 158397.2356 - val_mean_absolute_error: 376.3766
Epoch 2763/5000
148/148 [==============================] - 0s 27us/step - loss: 94647.0234 - mean_absolute_error: 263.8779 - val_loss: 158396.4833 - val_mean_absolute_error: 376.3756
Epoch 2764/5000
148/148 [==============================] - 0s 27us/step - loss: 94646.4844 - mean_absolute_error: 263.8769 - val_loss: 158395.7315 - val_mean_absolute_error: 376.3747
Epoch 2765/5000
148/148 [==============================] - 0s 34us/step - loss: 94645.9766 - mean_absolute_error: 263.8759 - val_loss: 158394.9946 - val_mean_absolute_error: 376.3737
Epoch 2766/5000
148/148 [==============================] - 0s 27us/step - loss: 94645.4375 - mean_absolute_error: 263.8749 - val_loss: 158394.2271 - val_mean_absolute_error: 376.3727
Epoch 2767/5000
148/148 [==============================] - 0s 34us/step - loss: 94644.9141 - mean_absolute_error: 263.8739 - val_loss: 158393.5060 - val_mean_absolute_error: 376.3717
Epoch 2768/5000
148/148 [==============================] - 0s 34us/step - loss: 94644.3906 - mean_absolute_error: 263.8729 - val_loss: 158392.7383 - val_mean_absolute_error: 376.3708
Epoch 2769/5000
148/148 [==============================] - 0s 34us/step - loss: 94643.8750 - mean_absolute_error: 263.8719 - val_loss: 158391.9862 - val_mean_absolute_error: 376.3698
Epoch 2770/5000
148/148 [==============================] - 0s 34us/step - loss: 94643.3281 - mean_absolute_error: 263.8709 - val_loss: 158391.2342 - val_mean_absolute_error: 376.3689
Epoch 2771/5000
148/148 [==============================] - 0s 95us/step - loss: 94642.8125 - mean_absolute_error: 263.8699 - val_loss: 158390.4821 - val_mean_absolute_error: 376.3679
Epoch 2772/5000
148/148 [==============================] - 0s 41us/step - loss: 94642.2812 - mean_absolute_error: 263.8690 - val_loss: 158389.7146 - val_mean_absolute_error: 376.3668
Epoch 2773/5000
148/148 [==============================] - 0s 27us/step - loss: 94641.7500 - mean_absolute_error: 263.8679 - val_loss: 158388.9933 - val_mean_absolute_error: 376.3659
Epoch 2774/5000
148/148 [==============================] - 0s 34us/step - loss: 94641.2344 - mean_absolute_error: 263.8669 - val_loss: 158388.2258 - val_mean_absolute_error: 376.3649
Epoch 2775/5000
148/148 [==============================] - 0s 27us/step - loss: 94640.7031 - mean_absolute_error: 263.8659 - val_loss: 158387.4890 - val_mean_absolute_error: 376.3640
Epoch 2776/5000
148/148 [==============================] - 0s 34us/step - loss: 94640.1719 - mean_absolute_error: 263.8649 - val_loss: 158386.7371 - val_mean_absolute_error: 376.3630
Epoch 2777/5000
148/148 [==============================] - 0s 27us/step - loss: 94639.6562 - mean_absolute_error: 263.8639 - val_loss: 158385.9850 - val_mean_absolute_error: 376.3620
Epoch 2778/5000
148/148 [==============================] - 0s 27us/step - loss: 94639.1250 - mean_absolute_error: 263.8629 - val_loss: 158385.2325 - val_mean_absolute_error: 376.3610
Epoch 2779/5000
148/148 [==============================] - 0s 34us/step - loss: 94638.6016 - mean_absolute_error: 263.8619 - val_loss: 158384.4962 - val_mean_absolute_error: 376.3600
Epoch 2780/5000
148/148 [==============================] - 0s 27us/step - loss: 94638.0781 - mean_absolute_error: 263.8609 - val_loss: 158383.7285 - val_mean_absolute_error: 376.3591
Epoch 2781/5000
148/148 [==============================] - 0s 34us/step - loss: 94637.5547 - mean_absolute_error: 263.8599 - val_loss: 158382.9763 - val_mean_absolute_error: 376.3581
Epoch 2782/5000
148/148 [==============================] - 0s 34us/step - loss: 94637.0234 - mean_absolute_error: 263.8589 - val_loss: 158382.2400 - val_mean_absolute_error: 376.3571
Epoch 2783/5000
148/148 [==============================] - 0s 34us/step - loss: 94636.5078 - mean_absolute_error: 263.8579 - val_loss: 158381.4877 - val_mean_absolute_error: 376.3562
Epoch 2784/5000
148/148 [==============================] - 0s 34us/step - loss: 94635.9688 - mean_absolute_error: 263.8569 - val_loss: 158380.7354 - val_mean_absolute_error: 376.3552
Epoch 2785/5000
148/148 [==============================] - 0s 27us/step - loss: 94635.4375 - mean_absolute_error: 263.8559 - val_loss: 158379.9683 - val_mean_absolute_error: 376.3543
Epoch 2786/5000
148/148 [==============================] - 0s 34us/step - loss: 94634.9297 - mean_absolute_error: 263.8549 - val_loss: 158379.2315 - val_mean_absolute_error: 376.3533
Epoch 2787/5000
148/148 [==============================] - 0s 34us/step - loss: 94634.3906 - mean_absolute_error: 263.8539 - val_loss: 158378.4792 - val_mean_absolute_error: 376.3523
Epoch 2788/5000
148/148 [==============================] - 0s 34us/step - loss: 94633.8594 - mean_absolute_error: 263.8529 - val_loss: 158377.7427 - val_mean_absolute_error: 376.3514
Epoch 2789/5000
148/148 [==============================] - 0s 27us/step - loss: 94633.3516 - mean_absolute_error: 263.8520 - val_loss: 158376.9596 - val_mean_absolute_error: 376.3504
Epoch 2790/5000
148/148 [==============================] - 0s 34us/step - loss: 94632.8203 - mean_absolute_error: 263.8510 - val_loss: 158376.2383 - val_mean_absolute_error: 376.3494
Epoch 2791/5000
148/148 [==============================] - 0s 27us/step - loss: 94632.2812 - mean_absolute_error: 263.8500 - val_loss: 158375.4862 - val_mean_absolute_error: 376.3485
Epoch 2792/5000
148/148 [==============================] - 0s 27us/step - loss: 94631.7656 - mean_absolute_error: 263.8490 - val_loss: 158374.7342 - val_mean_absolute_error: 376.3475
Epoch 2793/5000
148/148 [==============================] - 0s 34us/step - loss: 94631.2344 - mean_absolute_error: 263.8480 - val_loss: 158373.9667 - val_mean_absolute_error: 376.3465
Epoch 2794/5000
148/148 [==============================] - 0s 27us/step - loss: 94630.7109 - mean_absolute_error: 263.8470 - val_loss: 158373.2454 - val_mean_absolute_error: 376.3456
Epoch 2795/5000
148/148 [==============================] - 0s 34us/step - loss: 94630.1875 - mean_absolute_error: 263.8460 - val_loss: 158372.4779 - val_mean_absolute_error: 376.3446
Epoch 2796/5000
148/148 [==============================] - 0s 27us/step - loss: 94629.6641 - mean_absolute_error: 263.8450 - val_loss: 158371.7256 - val_mean_absolute_error: 376.3436
Epoch 2797/5000
148/148 [==============================] - 0s 34us/step - loss: 94629.1328 - mean_absolute_error: 263.8440 - val_loss: 158370.9892 - val_mean_absolute_error: 376.3426
Epoch 2798/5000
148/148 [==============================] - 0s 27us/step - loss: 94628.6172 - mean_absolute_error: 263.8430 - val_loss: 158370.2371 - val_mean_absolute_error: 376.3417
Epoch 2799/5000
148/148 [==============================] - 0s 34us/step - loss: 94628.0859 - mean_absolute_error: 263.8420 - val_loss: 158369.4848 - val_mean_absolute_error: 376.3407
Epoch 2800/5000
148/148 [==============================] - 0s 34us/step - loss: 94627.5469 - mean_absolute_error: 263.8410 - val_loss: 158368.7329 - val_mean_absolute_error: 376.3398
Epoch 2801/5000
148/148 [==============================] - 0s 27us/step - loss: 94627.0312 - mean_absolute_error: 263.8400 - val_loss: 158367.9652 - val_mean_absolute_error: 376.3388
Epoch 2802/5000
148/148 [==============================] - 0s 27us/step - loss: 94626.5000 - mean_absolute_error: 263.8390 - val_loss: 158367.2283 - val_mean_absolute_error: 376.3377
Epoch 2803/5000
148/148 [==============================] - 0s 34us/step - loss: 94625.9766 - mean_absolute_error: 263.8380 - val_loss: 158366.4767 - val_mean_absolute_error: 376.3368
Epoch 2804/5000
148/148 [==============================] - 0s 41us/step - loss: 94625.4531 - mean_absolute_error: 263.8370 - val_loss: 158365.7246 - val_mean_absolute_error: 376.3358
Epoch 2805/5000
148/148 [==============================] - 0s 27us/step - loss: 94624.9219 - mean_absolute_error: 263.8360 - val_loss: 158364.9721 - val_mean_absolute_error: 376.3348
Epoch 2806/5000
148/148 [==============================] - 0s 27us/step - loss: 94624.3906 - mean_absolute_error: 263.8350 - val_loss: 158364.2204 - val_mean_absolute_error: 376.3339
Epoch 2807/5000
148/148 [==============================] - 0s 34us/step - loss: 94623.8750 - mean_absolute_error: 263.8340 - val_loss: 158363.4835 - val_mean_absolute_error: 376.3329
Epoch 2808/5000
148/148 [==============================] - 0s 27us/step - loss: 94623.3359 - mean_absolute_error: 263.8329 - val_loss: 158362.7158 - val_mean_absolute_error: 376.3319
Epoch 2809/5000
148/148 [==============================] - 0s 27us/step - loss: 94622.8203 - mean_absolute_error: 263.8320 - val_loss: 158361.9794 - val_mean_absolute_error: 376.3310
Epoch 2810/5000
148/148 [==============================] - 0s 34us/step - loss: 94622.2891 - mean_absolute_error: 263.8310 - val_loss: 158361.2117 - val_mean_absolute_error: 376.3300
Epoch 2811/5000
148/148 [==============================] - 0s 34us/step - loss: 94621.7734 - mean_absolute_error: 263.8300 - val_loss: 158360.4904 - val_mean_absolute_error: 376.3290
Epoch 2812/5000
148/148 [==============================] - 0s 27us/step - loss: 94621.2422 - mean_absolute_error: 263.8290 - val_loss: 158359.7385 - val_mean_absolute_error: 376.3281
Epoch 2813/5000
148/148 [==============================] - 0s 41us/step - loss: 94620.7266 - mean_absolute_error: 263.8280 - val_loss: 158358.9862 - val_mean_absolute_error: 376.3271
Epoch 2814/5000
148/148 [==============================] - 0s 34us/step - loss: 94620.2031 - mean_absolute_error: 263.8270 - val_loss: 158358.2188 - val_mean_absolute_error: 376.3261
Epoch 2815/5000
148/148 [==============================] - 0s 27us/step - loss: 94619.6641 - mean_absolute_error: 263.8260 - val_loss: 158357.4821 - val_mean_absolute_error: 376.3252
Epoch 2816/5000
148/148 [==============================] - 0s 34us/step - loss: 94619.1328 - mean_absolute_error: 263.8250 - val_loss: 158356.7146 - val_mean_absolute_error: 376.3242
Epoch 2817/5000
148/148 [==============================] - 0s 27us/step - loss: 94618.6016 - mean_absolute_error: 263.8241 - val_loss: 158355.9625 - val_mean_absolute_error: 376.3232
Epoch 2818/5000
148/148 [==============================] - 0s 41us/step - loss: 94618.0781 - mean_absolute_error: 263.8231 - val_loss: 158355.2258 - val_mean_absolute_error: 376.3223
Epoch 2819/5000
148/148 [==============================] - 0s 27us/step - loss: 94617.5547 - mean_absolute_error: 263.8221 - val_loss: 158354.4738 - val_mean_absolute_error: 376.3213
Epoch 2820/5000
148/148 [==============================] - 0s 27us/step - loss: 94617.0391 - mean_absolute_error: 263.8210 - val_loss: 158353.7215 - val_mean_absolute_error: 376.3203
Epoch 2821/5000
148/148 [==============================] - 0s 34us/step - loss: 94616.5000 - mean_absolute_error: 263.8200 - val_loss: 158352.9850 - val_mean_absolute_error: 376.3193
Epoch 2822/5000
148/148 [==============================] - 0s 27us/step - loss: 94615.9844 - mean_absolute_error: 263.8190 - val_loss: 158352.2175 - val_mean_absolute_error: 376.3184
Epoch 2823/5000
148/148 [==============================] - 0s 34us/step - loss: 94615.4531 - mean_absolute_error: 263.8180 - val_loss: 158351.4804 - val_mean_absolute_error: 376.3174
Epoch 2824/5000
148/148 [==============================] - 0s 27us/step - loss: 94614.9219 - mean_absolute_error: 263.8170 - val_loss: 158350.7288 - val_mean_absolute_error: 376.3164
Epoch 2825/5000
148/148 [==============================] - 0s 34us/step - loss: 94614.4062 - mean_absolute_error: 263.8161 - val_loss: 158349.9612 - val_mean_absolute_error: 376.3154
Epoch 2826/5000
148/148 [==============================] - 0s 34us/step - loss: 94613.8750 - mean_absolute_error: 263.8150 - val_loss: 158349.2087 - val_mean_absolute_error: 376.3145
Epoch 2827/5000
148/148 [==============================] - 0s 27us/step - loss: 94613.3438 - mean_absolute_error: 263.8140 - val_loss: 158348.4725 - val_mean_absolute_error: 376.3135
Epoch 2828/5000
148/148 [==============================] - 0s 27us/step - loss: 94612.8281 - mean_absolute_error: 263.8131 - val_loss: 158347.7356 - val_mean_absolute_error: 376.3125
Epoch 2829/5000
148/148 [==============================] - 0s 34us/step - loss: 94612.2969 - mean_absolute_error: 263.8121 - val_loss: 158346.9679 - val_mean_absolute_error: 376.3115
Epoch 2830/5000
148/148 [==============================] - 0s 27us/step - loss: 94611.7734 - mean_absolute_error: 263.8111 - val_loss: 158346.2162 - val_mean_absolute_error: 376.3106
Epoch 2831/5000
148/148 [==============================] - 0s 34us/step - loss: 94611.2578 - mean_absolute_error: 263.8101 - val_loss: 158345.4640 - val_mean_absolute_error: 376.3096
Epoch 2832/5000
148/148 [==============================] - 0s 20us/step - loss: 94610.7266 - mean_absolute_error: 263.8090 - val_loss: 158344.7117 - val_mean_absolute_error: 376.3086
Epoch 2833/5000
148/148 [==============================] - 0s 34us/step - loss: 94610.1797 - mean_absolute_error: 263.8080 - val_loss: 158343.9752 - val_mean_absolute_error: 376.3076
Epoch 2834/5000
148/148 [==============================] - 0s 34us/step - loss: 94609.6719 - mean_absolute_error: 263.8071 - val_loss: 158343.2383 - val_mean_absolute_error: 376.3067
Epoch 2835/5000
148/148 [==============================] - 0s 27us/step - loss: 94609.1406 - mean_absolute_error: 263.8061 - val_loss: 158342.4708 - val_mean_absolute_error: 376.3058
Epoch 2836/5000
148/148 [==============================] - 0s 27us/step - loss: 94608.6172 - mean_absolute_error: 263.8051 - val_loss: 158341.7190 - val_mean_absolute_error: 376.3048
Epoch 2837/5000
148/148 [==============================] - 0s 27us/step - loss: 94608.0938 - mean_absolute_error: 263.8041 - val_loss: 158340.9821 - val_mean_absolute_error: 376.3038
Epoch 2838/5000
148/148 [==============================] - 0s 34us/step - loss: 94607.5781 - mean_absolute_error: 263.8031 - val_loss: 158340.2146 - val_mean_absolute_error: 376.3028
Epoch 2839/5000
148/148 [==============================] - 0s 41us/step - loss: 94607.0312 - mean_absolute_error: 263.8021 - val_loss: 158339.4627 - val_mean_absolute_error: 376.3019
Epoch 2840/5000
148/148 [==============================] - 0s 34us/step - loss: 94606.5234 - mean_absolute_error: 263.8011 - val_loss: 158338.7258 - val_mean_absolute_error: 376.3009
Epoch 2841/5000
148/148 [==============================] - 0s 27us/step - loss: 94605.9844 - mean_absolute_error: 263.8001 - val_loss: 158337.9429 - val_mean_absolute_error: 376.3000
Epoch 2842/5000
148/148 [==============================] - 0s 34us/step - loss: 94605.4609 - mean_absolute_error: 263.7991 - val_loss: 158337.2371 - val_mean_absolute_error: 376.2990
Epoch 2843/5000
148/148 [==============================] - 0s 27us/step - loss: 94604.9297 - mean_absolute_error: 263.7982 - val_loss: 158336.4696 - val_mean_absolute_error: 376.2980
Epoch 2844/5000
148/148 [==============================] - 0s 34us/step - loss: 94604.4062 - mean_absolute_error: 263.7972 - val_loss: 158335.7173 - val_mean_absolute_error: 376.2970
Epoch 2845/5000
148/148 [==============================] - 0s 34us/step - loss: 94603.8750 - mean_absolute_error: 263.7961 - val_loss: 158334.9654 - val_mean_absolute_error: 376.2961
Epoch 2846/5000
148/148 [==============================] - 0s 27us/step - loss: 94603.3672 - mean_absolute_error: 263.7951 - val_loss: 158334.2288 - val_mean_absolute_error: 376.2951
Epoch 2847/5000
148/148 [==============================] - 0s 27us/step - loss: 94602.8359 - mean_absolute_error: 263.7941 - val_loss: 158333.4610 - val_mean_absolute_error: 376.2942
Epoch 2848/5000
148/148 [==============================] - 0s 34us/step - loss: 94602.2969 - mean_absolute_error: 263.7931 - val_loss: 158332.7246 - val_mean_absolute_error: 376.2932
Epoch 2849/5000
148/148 [==============================] - 0s 27us/step - loss: 94601.7734 - mean_absolute_error: 263.7921 - val_loss: 158331.9571 - val_mean_absolute_error: 376.2922
Epoch 2850/5000
148/148 [==============================] - 0s 34us/step - loss: 94601.2578 - mean_absolute_error: 263.7911 - val_loss: 158331.2202 - val_mean_absolute_error: 376.2912
Epoch 2851/5000
148/148 [==============================] - 0s 41us/step - loss: 94600.7266 - mean_absolute_error: 263.7901 - val_loss: 158330.4529 - val_mean_absolute_error: 376.2902
Epoch 2852/5000
148/148 [==============================] - 0s 34us/step - loss: 94600.2109 - mean_absolute_error: 263.7892 - val_loss: 158329.7160 - val_mean_absolute_error: 376.2893
Epoch 2853/5000
148/148 [==============================] - 0s 27us/step - loss: 94599.6719 - mean_absolute_error: 263.7882 - val_loss: 158328.9637 - val_mean_absolute_error: 376.2883
Epoch 2854/5000
148/148 [==============================] - 0s 34us/step - loss: 94599.1484 - mean_absolute_error: 263.7872 - val_loss: 158328.2121 - val_mean_absolute_error: 376.2873
Epoch 2855/5000
148/148 [==============================] - 0s 34us/step - loss: 94598.6250 - mean_absolute_error: 263.7862 - val_loss: 158327.4750 - val_mean_absolute_error: 376.2863
Epoch 2856/5000
148/148 [==============================] - 0s 41us/step - loss: 94598.1016 - mean_absolute_error: 263.7851 - val_loss: 158326.7229 - val_mean_absolute_error: 376.2854
Epoch 2857/5000
148/148 [==============================] - 0s 27us/step - loss: 94597.5625 - mean_absolute_error: 263.7841 - val_loss: 158325.9713 - val_mean_absolute_error: 376.2844
Epoch 2858/5000
148/148 [==============================] - 0s 27us/step - loss: 94597.0469 - mean_absolute_error: 263.7831 - val_loss: 158325.2188 - val_mean_absolute_error: 376.2834
Epoch 2859/5000
148/148 [==============================] - 0s 34us/step - loss: 94596.5156 - mean_absolute_error: 263.7821 - val_loss: 158324.4667 - val_mean_absolute_error: 376.2825
Epoch 2860/5000
148/148 [==============================] - 0s 34us/step - loss: 94595.9922 - mean_absolute_error: 263.7812 - val_loss: 158323.6994 - val_mean_absolute_error: 376.2815
Epoch 2861/5000
148/148 [==============================] - 0s 27us/step - loss: 94595.4688 - mean_absolute_error: 263.7802 - val_loss: 158322.9779 - val_mean_absolute_error: 376.2805
Epoch 2862/5000
148/148 [==============================] - 0s 41us/step - loss: 94594.9375 - mean_absolute_error: 263.7792 - val_loss: 158322.1950 - val_mean_absolute_error: 376.2795
Epoch 2863/5000
148/148 [==============================] - 0s 34us/step - loss: 94594.4141 - mean_absolute_error: 263.7782 - val_loss: 158321.4894 - val_mean_absolute_error: 376.2786
Epoch 2864/5000
148/148 [==============================] - 0s 27us/step - loss: 94593.8906 - mean_absolute_error: 263.7772 - val_loss: 158320.7217 - val_mean_absolute_error: 376.2776
Epoch 2865/5000
148/148 [==============================] - 0s 34us/step - loss: 94593.3672 - mean_absolute_error: 263.7762 - val_loss: 158319.9696 - val_mean_absolute_error: 376.2767
Epoch 2866/5000
148/148 [==============================] - 0s 27us/step - loss: 94592.8281 - mean_absolute_error: 263.7752 - val_loss: 158319.2175 - val_mean_absolute_error: 376.2757
Epoch 2867/5000
148/148 [==============================] - 0s 27us/step - loss: 94592.3203 - mean_absolute_error: 263.7742 - val_loss: 158318.4654 - val_mean_absolute_error: 376.2747
Epoch 2868/5000
148/148 [==============================] - 0s 34us/step - loss: 94591.7812 - mean_absolute_error: 263.7732 - val_loss: 158317.6979 - val_mean_absolute_error: 376.2737
Epoch 2869/5000
148/148 [==============================] - 0s 34us/step - loss: 94591.2656 - mean_absolute_error: 263.7722 - val_loss: 158316.9612 - val_mean_absolute_error: 376.2728
Epoch 2870/5000
148/148 [==============================] - 0s 27us/step - loss: 94590.7422 - mean_absolute_error: 263.7712 - val_loss: 158316.2246 - val_mean_absolute_error: 376.2718
Epoch 2871/5000
148/148 [==============================] - 0s 27us/step - loss: 94590.2031 - mean_absolute_error: 263.7702 - val_loss: 158315.4569 - val_mean_absolute_error: 376.2709
Epoch 2872/5000
148/148 [==============================] - 0s 34us/step - loss: 94589.6875 - mean_absolute_error: 263.7692 - val_loss: 158314.7204 - val_mean_absolute_error: 376.2699
Epoch 2873/5000
148/148 [==============================] - 0s 34us/step - loss: 94589.1719 - mean_absolute_error: 263.7682 - val_loss: 158313.9683 - val_mean_absolute_error: 376.2688
Epoch 2874/5000
148/148 [==============================] - 0s 27us/step - loss: 94588.6328 - mean_absolute_error: 263.7672 - val_loss: 158313.2158 - val_mean_absolute_error: 376.2678
Epoch 2875/5000
148/148 [==============================] - 0s 34us/step - loss: 94588.1094 - mean_absolute_error: 263.7661 - val_loss: 158312.4642 - val_mean_absolute_error: 376.2669
Epoch 2876/5000
148/148 [==============================] - 0s 34us/step - loss: 94587.5938 - mean_absolute_error: 263.7652 - val_loss: 158311.6967 - val_mean_absolute_error: 376.2659
Epoch 2877/5000
148/148 [==============================] - 0s 27us/step - loss: 94587.0547 - mean_absolute_error: 263.7642 - val_loss: 158310.9596 - val_mean_absolute_error: 376.2650
Epoch 2878/5000
148/148 [==============================] - 0s 27us/step - loss: 94586.5234 - mean_absolute_error: 263.7632 - val_loss: 158310.2233 - val_mean_absolute_error: 376.2640
Epoch 2879/5000
148/148 [==============================] - 0s 27us/step - loss: 94586.0078 - mean_absolute_error: 263.7622 - val_loss: 158309.4710 - val_mean_absolute_error: 376.2630
Epoch 2880/5000
148/148 [==============================] - 0s 34us/step - loss: 94585.4766 - mean_absolute_error: 263.7612 - val_loss: 158308.7188 - val_mean_absolute_error: 376.2620
Epoch 2881/5000
148/148 [==============================] - 0s 27us/step - loss: 94584.9453 - mean_absolute_error: 263.7602 - val_loss: 158307.9671 - val_mean_absolute_error: 376.2611
Epoch 2882/5000
148/148 [==============================] - 0s 27us/step - loss: 94584.4375 - mean_absolute_error: 263.7592 - val_loss: 158307.2148 - val_mean_absolute_error: 376.2601
Epoch 2883/5000
148/148 [==============================] - 0s 34us/step - loss: 94583.9062 - mean_absolute_error: 263.7582 - val_loss: 158306.4625 - val_mean_absolute_error: 376.2592
Epoch 2884/5000
148/148 [==============================] - 0s 34us/step - loss: 94583.3750 - mean_absolute_error: 263.7572 - val_loss: 158305.7260 - val_mean_absolute_error: 376.2582
Epoch 2885/5000
148/148 [==============================] - 0s 27us/step - loss: 94582.8516 - mean_absolute_error: 263.7562 - val_loss: 158304.9738 - val_mean_absolute_error: 376.2572
Epoch 2886/5000
148/148 [==============================] - 0s 27us/step - loss: 94582.3281 - mean_absolute_error: 263.7552 - val_loss: 158304.2217 - val_mean_absolute_error: 376.2563
Epoch 2887/5000
148/148 [==============================] - 0s 34us/step - loss: 94581.7969 - mean_absolute_error: 263.7543 - val_loss: 158303.4698 - val_mean_absolute_error: 376.2553
Epoch 2888/5000
148/148 [==============================] - 0s 27us/step - loss: 94581.2734 - mean_absolute_error: 263.7533 - val_loss: 158302.7175 - val_mean_absolute_error: 376.2543
Epoch 2889/5000
148/148 [==============================] - 0s 34us/step - loss: 94580.7344 - mean_absolute_error: 263.7523 - val_loss: 158301.9500 - val_mean_absolute_error: 376.2534
Epoch 2890/5000
148/148 [==============================] - 0s 34us/step - loss: 94580.2188 - mean_absolute_error: 263.7513 - val_loss: 158301.2444 - val_mean_absolute_error: 376.2524
Epoch 2891/5000
148/148 [==============================] - 0s 34us/step - loss: 94579.6953 - mean_absolute_error: 263.7503 - val_loss: 158300.4767 - val_mean_absolute_error: 376.2514
Epoch 2892/5000
148/148 [==============================] - 0s 27us/step - loss: 94579.1641 - mean_absolute_error: 263.7493 - val_loss: 158299.7092 - val_mean_absolute_error: 376.2504
Epoch 2893/5000
148/148 [==============================] - 0s 41us/step - loss: 94578.6328 - mean_absolute_error: 263.7483 - val_loss: 158298.9725 - val_mean_absolute_error: 376.2495
Epoch 2894/5000
148/148 [==============================] - 0s 27us/step - loss: 94578.1250 - mean_absolute_error: 263.7473 - val_loss: 158298.2204 - val_mean_absolute_error: 376.2485
Epoch 2895/5000
148/148 [==============================] - 0s 34us/step - loss: 94577.5859 - mean_absolute_error: 263.7463 - val_loss: 158297.4681 - val_mean_absolute_error: 376.2476
Epoch 2896/5000
148/148 [==============================] - 0s 27us/step - loss: 94577.0547 - mean_absolute_error: 263.7453 - val_loss: 158296.7162 - val_mean_absolute_error: 376.2466
Epoch 2897/5000
148/148 [==============================] - 0s 34us/step - loss: 94576.5391 - mean_absolute_error: 263.7443 - val_loss: 158295.9642 - val_mean_absolute_error: 376.2456
Epoch 2898/5000
148/148 [==============================] - 0s 34us/step - loss: 94576.0078 - mean_absolute_error: 263.7433 - val_loss: 158295.2273 - val_mean_absolute_error: 376.2446
Epoch 2899/5000
148/148 [==============================] - 0s 27us/step - loss: 94575.4844 - mean_absolute_error: 263.7423 - val_loss: 158294.4754 - val_mean_absolute_error: 376.2436
Epoch 2900/5000
148/148 [==============================] - 0s 27us/step - loss: 94574.9609 - mean_absolute_error: 263.7413 - val_loss: 158293.7233 - val_mean_absolute_error: 376.2427
Epoch 2901/5000
148/148 [==============================] - 0s 34us/step - loss: 94574.4297 - mean_absolute_error: 263.7403 - val_loss: 158292.9710 - val_mean_absolute_error: 376.2417
Epoch 2902/5000
148/148 [==============================] - 0s 27us/step - loss: 94573.8984 - mean_absolute_error: 263.7393 - val_loss: 158292.2192 - val_mean_absolute_error: 376.2408
Epoch 2903/5000
148/148 [==============================] - 0s 27us/step - loss: 94573.3828 - mean_absolute_error: 263.7383 - val_loss: 158291.4823 - val_mean_absolute_error: 376.2398
Epoch 2904/5000
148/148 [==============================] - 0s 34us/step - loss: 94572.8594 - mean_absolute_error: 263.7372 - val_loss: 158290.7146 - val_mean_absolute_error: 376.2388
Epoch 2905/5000
148/148 [==============================] - 0s 34us/step - loss: 94572.3203 - mean_absolute_error: 263.7363 - val_loss: 158289.9783 - val_mean_absolute_error: 376.2378
Epoch 2906/5000
148/148 [==============================] - 0s 27us/step - loss: 94571.8203 - mean_absolute_error: 263.7353 - val_loss: 158289.2106 - val_mean_absolute_error: 376.2368
Epoch 2907/5000
148/148 [==============================] - 0s 34us/step - loss: 94571.2891 - mean_absolute_error: 263.7343 - val_loss: 158288.4583 - val_mean_absolute_error: 376.2359
Epoch 2908/5000
148/148 [==============================] - 0s 27us/step - loss: 94570.7500 - mean_absolute_error: 263.7333 - val_loss: 158287.7067 - val_mean_absolute_error: 376.2350
Epoch 2909/5000
148/148 [==============================] - 0s 34us/step - loss: 94570.2344 - mean_absolute_error: 263.7323 - val_loss: 158286.9698 - val_mean_absolute_error: 376.2339
Epoch 2910/5000
148/148 [==============================] - 0s 27us/step - loss: 94569.7109 - mean_absolute_error: 263.7313 - val_loss: 158286.2175 - val_mean_absolute_error: 376.2330
Epoch 2911/5000
148/148 [==============================] - 0s 41us/step - loss: 94569.1641 - mean_absolute_error: 263.7303 - val_loss: 158285.4813 - val_mean_absolute_error: 376.2320
Epoch 2912/5000
148/148 [==============================] - 0s 34us/step - loss: 94568.6484 - mean_absolute_error: 263.7293 - val_loss: 158284.7133 - val_mean_absolute_error: 376.2310
Epoch 2913/5000
148/148 [==============================] - 0s 27us/step - loss: 94568.1250 - mean_absolute_error: 263.7284 - val_loss: 158283.9612 - val_mean_absolute_error: 376.2301
Epoch 2914/5000
148/148 [==============================] - 0s 34us/step - loss: 94567.5938 - mean_absolute_error: 263.7274 - val_loss: 158283.2248 - val_mean_absolute_error: 376.2291
Epoch 2915/5000
148/148 [==============================] - 0s 27us/step - loss: 94567.0781 - mean_absolute_error: 263.7264 - val_loss: 158282.4725 - val_mean_absolute_error: 376.2281
Epoch 2916/5000
148/148 [==============================] - 0s 34us/step - loss: 94566.5469 - mean_absolute_error: 263.7254 - val_loss: 158281.7050 - val_mean_absolute_error: 376.2271
Epoch 2917/5000
148/148 [==============================] - 0s 34us/step - loss: 94566.0234 - mean_absolute_error: 263.7243 - val_loss: 158280.9683 - val_mean_absolute_error: 376.2262
Epoch 2918/5000
148/148 [==============================] - 0s 34us/step - loss: 94565.5000 - mean_absolute_error: 263.7233 - val_loss: 158280.2008 - val_mean_absolute_error: 376.2252
Epoch 2919/5000
148/148 [==============================] - 0s 34us/step - loss: 94564.9766 - mean_absolute_error: 263.7223 - val_loss: 158279.4796 - val_mean_absolute_error: 376.2243
Epoch 2920/5000
148/148 [==============================] - 0s 34us/step - loss: 94564.4375 - mean_absolute_error: 263.7213 - val_loss: 158278.7277 - val_mean_absolute_error: 376.2233
Epoch 2921/5000
148/148 [==============================] - 0s 27us/step - loss: 94563.9219 - mean_absolute_error: 263.7204 - val_loss: 158277.9754 - val_mean_absolute_error: 376.2223
Epoch 2922/5000
148/148 [==============================] - 0s 34us/step - loss: 94563.3906 - mean_absolute_error: 263.7193 - val_loss: 158277.2231 - val_mean_absolute_error: 376.2213
Epoch 2923/5000
148/148 [==============================] - 0s 27us/step - loss: 94562.8672 - mean_absolute_error: 263.7183 - val_loss: 158276.4713 - val_mean_absolute_error: 376.2203
Epoch 2924/5000
148/148 [==============================] - 0s 27us/step - loss: 94562.3438 - mean_absolute_error: 263.7174 - val_loss: 158275.7037 - val_mean_absolute_error: 376.2194
Epoch 2925/5000
148/148 [==============================] - 0s 27us/step - loss: 94561.8203 - mean_absolute_error: 263.7164 - val_loss: 158274.9669 - val_mean_absolute_error: 376.2184
Epoch 2926/5000
148/148 [==============================] - 0s 27us/step - loss: 94561.2812 - mean_absolute_error: 263.7154 - val_loss: 158274.2304 - val_mean_absolute_error: 376.2174
Epoch 2927/5000
148/148 [==============================] - 0s 34us/step - loss: 94560.7656 - mean_absolute_error: 263.7144 - val_loss: 158273.4783 - val_mean_absolute_error: 376.2165
Epoch 2928/5000
148/148 [==============================] - 0s 34us/step - loss: 94560.2422 - mean_absolute_error: 263.7134 - val_loss: 158272.7258 - val_mean_absolute_error: 376.2155
Epoch 2929/5000
148/148 [==============================] - 0s 27us/step - loss: 94559.7109 - mean_absolute_error: 263.7123 - val_loss: 158271.9587 - val_mean_absolute_error: 376.2145
Epoch 2930/5000
148/148 [==============================] - 0s 34us/step - loss: 94559.1953 - mean_absolute_error: 263.7114 - val_loss: 158271.2221 - val_mean_absolute_error: 376.2135
Epoch 2931/5000
148/148 [==============================] - 0s 34us/step - loss: 94558.6641 - mean_absolute_error: 263.7104 - val_loss: 158270.4544 - val_mean_absolute_error: 376.2126
Epoch 2932/5000
148/148 [==============================] - 0s 27us/step - loss: 94558.1250 - mean_absolute_error: 263.7094 - val_loss: 158269.7179 - val_mean_absolute_error: 376.2116
Epoch 2933/5000
148/148 [==============================] - 0s 34us/step - loss: 94557.6016 - mean_absolute_error: 263.7084 - val_loss: 158268.9502 - val_mean_absolute_error: 376.2107
Epoch 2934/5000
148/148 [==============================] - 0s 34us/step - loss: 94557.0781 - mean_absolute_error: 263.7074 - val_loss: 158268.2133 - val_mean_absolute_error: 376.2097
Epoch 2935/5000
148/148 [==============================] - 0s 27us/step - loss: 94556.5625 - mean_absolute_error: 263.7064 - val_loss: 158267.4771 - val_mean_absolute_error: 376.2088
Epoch 2936/5000
148/148 [==============================] - 0s 27us/step - loss: 94556.0391 - mean_absolute_error: 263.7054 - val_loss: 158266.7246 - val_mean_absolute_error: 376.2078
Epoch 2937/5000
148/148 [==============================] - 0s 27us/step - loss: 94555.5078 - mean_absolute_error: 263.7044 - val_loss: 158265.9571 - val_mean_absolute_error: 376.2068
Epoch 2938/5000
148/148 [==============================] - 0s 34us/step - loss: 94554.9766 - mean_absolute_error: 263.7034 - val_loss: 158265.2208 - val_mean_absolute_error: 376.2058
Epoch 2939/5000
148/148 [==============================] - 0s 41us/step - loss: 94554.4531 - mean_absolute_error: 263.7025 - val_loss: 158264.4529 - val_mean_absolute_error: 376.2049
Epoch 2940/5000
148/148 [==============================] - 0s 27us/step - loss: 94553.9219 - mean_absolute_error: 263.7015 - val_loss: 158263.7162 - val_mean_absolute_error: 376.2039
Epoch 2941/5000
148/148 [==============================] - 0s 34us/step - loss: 94553.3906 - mean_absolute_error: 263.7004 - val_loss: 158262.9798 - val_mean_absolute_error: 376.2029
Epoch 2942/5000
148/148 [==============================] - 0s 27us/step - loss: 94552.8750 - mean_absolute_error: 263.6994 - val_loss: 158262.2275 - val_mean_absolute_error: 376.2020
Epoch 2943/5000
148/148 [==============================] - 0s 34us/step - loss: 94552.3516 - mean_absolute_error: 263.6984 - val_loss: 158261.4754 - val_mean_absolute_error: 376.2010
Epoch 2944/5000
148/148 [==============================] - 0s 27us/step - loss: 94551.8281 - mean_absolute_error: 263.6974 - val_loss: 158260.7235 - val_mean_absolute_error: 376.2000
Epoch 2945/5000
148/148 [==============================] - 0s 27us/step - loss: 94551.2969 - mean_absolute_error: 263.6964 - val_loss: 158259.9713 - val_mean_absolute_error: 376.1991
Epoch 2946/5000
148/148 [==============================] - 0s 27us/step - loss: 94550.7734 - mean_absolute_error: 263.6955 - val_loss: 158259.2192 - val_mean_absolute_error: 376.1980
Epoch 2947/5000
148/148 [==============================] - 0s 27us/step - loss: 94550.2422 - mean_absolute_error: 263.6944 - val_loss: 158258.4825 - val_mean_absolute_error: 376.1970
Epoch 2948/5000
148/148 [==============================] - 0s 34us/step - loss: 94549.7266 - mean_absolute_error: 263.6935 - val_loss: 158257.7150 - val_mean_absolute_error: 376.1961
Epoch 2949/5000
148/148 [==============================] - 0s 27us/step - loss: 94549.1953 - mean_absolute_error: 263.6925 - val_loss: 158256.9783 - val_mean_absolute_error: 376.1951
Epoch 2950/5000
148/148 [==============================] - 0s 34us/step - loss: 94548.6719 - mean_absolute_error: 263.6915 - val_loss: 158256.2110 - val_mean_absolute_error: 376.1941
Epoch 2951/5000
148/148 [==============================] - 0s 27us/step - loss: 94548.1406 - mean_absolute_error: 263.6905 - val_loss: 158255.4742 - val_mean_absolute_error: 376.1932
Epoch 2952/5000
148/148 [==============================] - 0s 27us/step - loss: 94547.6172 - mean_absolute_error: 263.6895 - val_loss: 158254.7065 - val_mean_absolute_error: 376.1922
Epoch 2953/5000
148/148 [==============================] - 0s 41us/step - loss: 94547.0859 - mean_absolute_error: 263.6884 - val_loss: 158253.9700 - val_mean_absolute_error: 376.1912
Epoch 2954/5000
148/148 [==============================] - 0s 34us/step - loss: 94546.5781 - mean_absolute_error: 263.6874 - val_loss: 158253.2179 - val_mean_absolute_error: 376.1903
Epoch 2955/5000
148/148 [==============================] - 0s 27us/step - loss: 94546.0469 - mean_absolute_error: 263.6864 - val_loss: 158252.4813 - val_mean_absolute_error: 376.1893
Epoch 2956/5000
148/148 [==============================] - 0s 41us/step - loss: 94545.5234 - mean_absolute_error: 263.6855 - val_loss: 158251.6983 - val_mean_absolute_error: 376.1883
Epoch 2957/5000
148/148 [==============================] - 0s 20us/step - loss: 94544.9844 - mean_absolute_error: 263.6845 - val_loss: 158250.9771 - val_mean_absolute_error: 376.1874
Epoch 2958/5000
148/148 [==============================] - 0s 27us/step - loss: 94544.4688 - mean_absolute_error: 263.6835 - val_loss: 158250.2250 - val_mean_absolute_error: 376.1864
Epoch 2959/5000
148/148 [==============================] - 0s 34us/step - loss: 94543.9453 - mean_absolute_error: 263.6825 - val_loss: 158249.4883 - val_mean_absolute_error: 376.1854
Epoch 2960/5000
148/148 [==============================] - 0s 41us/step - loss: 94543.4219 - mean_absolute_error: 263.6815 - val_loss: 158248.7208 - val_mean_absolute_error: 376.1845
Epoch 2961/5000
148/148 [==============================] - 0s 34us/step - loss: 94542.8828 - mean_absolute_error: 263.6805 - val_loss: 158247.9842 - val_mean_absolute_error: 376.1835
Epoch 2962/5000
148/148 [==============================] - 0s 27us/step - loss: 94542.3750 - mean_absolute_error: 263.6795 - val_loss: 158247.2321 - val_mean_absolute_error: 376.1826
Epoch 2963/5000
148/148 [==============================] - 0s 27us/step - loss: 94541.8359 - mean_absolute_error: 263.6785 - val_loss: 158246.4798 - val_mean_absolute_error: 376.1816
Epoch 2964/5000
148/148 [==============================] - 0s 34us/step - loss: 94541.3125 - mean_absolute_error: 263.6776 - val_loss: 158245.7125 - val_mean_absolute_error: 376.1806
Epoch 2965/5000
148/148 [==============================] - 0s 34us/step - loss: 94540.7969 - mean_absolute_error: 263.6765 - val_loss: 158244.9758 - val_mean_absolute_error: 376.1796
Epoch 2966/5000
148/148 [==============================] - 0s 27us/step - loss: 94540.2656 - mean_absolute_error: 263.6755 - val_loss: 158244.2233 - val_mean_absolute_error: 376.1787
Epoch 2967/5000
148/148 [==============================] - 0s 34us/step - loss: 94539.7266 - mean_absolute_error: 263.6745 - val_loss: 158243.4871 - val_mean_absolute_error: 376.1777
Epoch 2968/5000
148/148 [==============================] - 0s 27us/step - loss: 94539.2188 - mean_absolute_error: 263.6735 - val_loss: 158242.7350 - val_mean_absolute_error: 376.1767
Epoch 2969/5000
148/148 [==============================] - 0s 41us/step - loss: 94538.6875 - mean_absolute_error: 263.6725 - val_loss: 158241.9673 - val_mean_absolute_error: 376.1757
Epoch 2970/5000
148/148 [==============================] - 0s 34us/step - loss: 94538.1641 - mean_absolute_error: 263.6715 - val_loss: 158241.2308 - val_mean_absolute_error: 376.1748
Epoch 2971/5000
148/148 [==============================] - 0s 27us/step - loss: 94537.6406 - mean_absolute_error: 263.6705 - val_loss: 158240.4631 - val_mean_absolute_error: 376.1737
Epoch 2972/5000
148/148 [==============================] - 0s 34us/step - loss: 94537.1172 - mean_absolute_error: 263.6695 - val_loss: 158239.7108 - val_mean_absolute_error: 376.1728
Epoch 2973/5000
148/148 [==============================] - 0s 27us/step - loss: 94536.5781 - mean_absolute_error: 263.6685 - val_loss: 158238.9746 - val_mean_absolute_error: 376.1718
Epoch 2974/5000
148/148 [==============================] - 0s 34us/step - loss: 94536.0703 - mean_absolute_error: 263.6675 - val_loss: 158238.2223 - val_mean_absolute_error: 376.1708
Epoch 2975/5000
148/148 [==============================] - 0s 34us/step - loss: 94535.5312 - mean_absolute_error: 263.6665 - val_loss: 158237.4854 - val_mean_absolute_error: 376.1699
Epoch 2976/5000
148/148 [==============================] - 0s 34us/step - loss: 94535.0000 - mean_absolute_error: 263.6655 - val_loss: 158236.7338 - val_mean_absolute_error: 376.1689
Epoch 2977/5000
148/148 [==============================] - 0s 34us/step - loss: 94534.4766 - mean_absolute_error: 263.6645 - val_loss: 158235.9658 - val_mean_absolute_error: 376.1679
Epoch 2978/5000
148/148 [==============================] - 0s 27us/step - loss: 94533.9531 - mean_absolute_error: 263.6635 - val_loss: 158235.2292 - val_mean_absolute_error: 376.1670
Epoch 2979/5000
148/148 [==============================] - 0s 34us/step - loss: 94533.4297 - mean_absolute_error: 263.6625 - val_loss: 158234.4929 - val_mean_absolute_error: 376.1660
Epoch 2980/5000
148/148 [==============================] - 0s 27us/step - loss: 94532.9141 - mean_absolute_error: 263.6615 - val_loss: 158233.7406 - val_mean_absolute_error: 376.1651
Epoch 2981/5000
148/148 [==============================] - 0s 34us/step - loss: 94532.3750 - mean_absolute_error: 263.6605 - val_loss: 158232.9575 - val_mean_absolute_error: 376.1641
Epoch 2982/5000
148/148 [==============================] - 0s 41us/step - loss: 94531.8359 - mean_absolute_error: 263.6595 - val_loss: 158232.2365 - val_mean_absolute_error: 376.1631
Epoch 2983/5000
148/148 [==============================] - 0s 41us/step - loss: 94531.3281 - mean_absolute_error: 263.6586 - val_loss: 158231.4842 - val_mean_absolute_error: 376.1621
Epoch 2984/5000
148/148 [==============================] - 0s 41us/step - loss: 94530.7969 - mean_absolute_error: 263.6576 - val_loss: 158230.7321 - val_mean_absolute_error: 376.1612
Epoch 2985/5000
148/148 [==============================] - 0s 41us/step - loss: 94530.2734 - mean_absolute_error: 263.6566 - val_loss: 158229.9800 - val_mean_absolute_error: 376.1603
Epoch 2986/5000
148/148 [==============================] - 0s 34us/step - loss: 94529.7578 - mean_absolute_error: 263.6556 - val_loss: 158229.2279 - val_mean_absolute_error: 376.1593
Epoch 2987/5000
148/148 [==============================] - 0s 41us/step - loss: 94529.2188 - mean_absolute_error: 263.6546 - val_loss: 158228.4604 - val_mean_absolute_error: 376.1583
Epoch 2988/5000
148/148 [==============================] - 0s 34us/step - loss: 94528.6875 - mean_absolute_error: 263.6536 - val_loss: 158227.7392 - val_mean_absolute_error: 376.1573
Epoch 2989/5000
148/148 [==============================] - 0s 34us/step - loss: 94528.1719 - mean_absolute_error: 263.6526 - val_loss: 158226.9871 - val_mean_absolute_error: 376.1563
Epoch 2990/5000
148/148 [==============================] - 0s 27us/step - loss: 94527.6406 - mean_absolute_error: 263.6516 - val_loss: 158226.2350 - val_mean_absolute_error: 376.1554
Epoch 2991/5000
148/148 [==============================] - 0s 27us/step - loss: 94527.1172 - mean_absolute_error: 263.6506 - val_loss: 158225.4983 - val_mean_absolute_error: 376.1545
Epoch 2992/5000
148/148 [==============================] - 0s 34us/step - loss: 94526.6016 - mean_absolute_error: 263.6496 - val_loss: 158224.7308 - val_mean_absolute_error: 376.1535
Epoch 2993/5000
148/148 [==============================] - 0s 34us/step - loss: 94526.0703 - mean_absolute_error: 263.6486 - val_loss: 158223.9631 - val_mean_absolute_error: 376.1525
Epoch 2994/5000
148/148 [==============================] - 0s 27us/step - loss: 94525.5391 - mean_absolute_error: 263.6476 - val_loss: 158223.2421 - val_mean_absolute_error: 376.1515
Epoch 2995/5000
148/148 [==============================] - 0s 27us/step - loss: 94525.0234 - mean_absolute_error: 263.6466 - val_loss: 158222.4900 - val_mean_absolute_error: 376.1505
Epoch 2996/5000
148/148 [==============================] - 0s 34us/step - loss: 94524.5000 - mean_absolute_error: 263.6456 - val_loss: 158221.7223 - val_mean_absolute_error: 376.1495
Epoch 2997/5000
148/148 [==============================] - 0s 27us/step - loss: 94523.9688 - mean_absolute_error: 263.6446 - val_loss: 158221.0013 - val_mean_absolute_error: 376.1486
Epoch 2998/5000
148/148 [==============================] - 0s 27us/step - loss: 94523.4453 - mean_absolute_error: 263.6436 - val_loss: 158220.2183 - val_mean_absolute_error: 376.1476
Epoch 2999/5000
148/148 [==============================] - 0s 27us/step - loss: 94522.9219 - mean_absolute_error: 263.6426 - val_loss: 158219.4815 - val_mean_absolute_error: 376.1466
Epoch 3000/5000
148/148 [==============================] - 0s 27us/step - loss: 94522.3828 - mean_absolute_error: 263.6416 - val_loss: 158218.7296 - val_mean_absolute_error: 376.1457
Epoch 3001/5000
148/148 [==============================] - 0s 47us/step - loss: 94521.8750 - mean_absolute_error: 263.6406 - val_loss: 158217.9927 - val_mean_absolute_error: 376.1447
Epoch 3002/5000
148/148 [==============================] - 0s 34us/step - loss: 94521.3438 - mean_absolute_error: 263.6396 - val_loss: 158217.2404 - val_mean_absolute_error: 376.1437
Epoch 3003/5000
148/148 [==============================] - 0s 27us/step - loss: 94520.8203 - mean_absolute_error: 263.6386 - val_loss: 158216.4887 - val_mean_absolute_error: 376.1427
Epoch 3004/5000
148/148 [==============================] - 0s 34us/step - loss: 94520.2891 - mean_absolute_error: 263.6376 - val_loss: 158215.7210 - val_mean_absolute_error: 376.1418
Epoch 3005/5000
148/148 [==============================] - 0s 41us/step - loss: 94519.7578 - mean_absolute_error: 263.6366 - val_loss: 158214.9842 - val_mean_absolute_error: 376.1408
Epoch 3006/5000
148/148 [==============================] - 0s 27us/step - loss: 94519.2266 - mean_absolute_error: 263.6356 - val_loss: 158214.2325 - val_mean_absolute_error: 376.1398
Epoch 3007/5000
148/148 [==============================] - 0s 34us/step - loss: 94518.7188 - mean_absolute_error: 263.6347 - val_loss: 158213.4956 - val_mean_absolute_error: 376.1389
Epoch 3008/5000
148/148 [==============================] - 0s 27us/step - loss: 94518.1797 - mean_absolute_error: 263.6336 - val_loss: 158212.7279 - val_mean_absolute_error: 376.1379
Epoch 3009/5000
148/148 [==============================] - 0s 34us/step - loss: 94517.6562 - mean_absolute_error: 263.6327 - val_loss: 158211.9917 - val_mean_absolute_error: 376.1369
Epoch 3010/5000
148/148 [==============================] - 0s 27us/step - loss: 94517.1328 - mean_absolute_error: 263.6317 - val_loss: 158211.2394 - val_mean_absolute_error: 376.1360
Epoch 3011/5000
148/148 [==============================] - 0s 34us/step - loss: 94516.6094 - mean_absolute_error: 263.6307 - val_loss: 158210.4871 - val_mean_absolute_error: 376.1350
Epoch 3012/5000
148/148 [==============================] - 0s 34us/step - loss: 94516.0781 - mean_absolute_error: 263.6297 - val_loss: 158209.7506 - val_mean_absolute_error: 376.1341
Epoch 3013/5000
148/148 [==============================] - 0s 34us/step - loss: 94515.5547 - mean_absolute_error: 263.6287 - val_loss: 158208.9829 - val_mean_absolute_error: 376.1330
Epoch 3014/5000
148/148 [==============================] - 0s 27us/step - loss: 94515.0312 - mean_absolute_error: 263.6276 - val_loss: 158208.2154 - val_mean_absolute_error: 376.1321
Epoch 3015/5000
148/148 [==============================] - 0s 27us/step - loss: 94514.5078 - mean_absolute_error: 263.6266 - val_loss: 158207.4944 - val_mean_absolute_error: 376.1311
Epoch 3016/5000
148/148 [==============================] - 0s 27us/step - loss: 94513.9844 - mean_absolute_error: 263.6256 - val_loss: 158206.7421 - val_mean_absolute_error: 376.1302
Epoch 3017/5000
148/148 [==============================] - 0s 27us/step - loss: 94513.4531 - mean_absolute_error: 263.6247 - val_loss: 158205.9746 - val_mean_absolute_error: 376.1291
Epoch 3018/5000
148/148 [==============================] - 0s 34us/step - loss: 94512.9219 - mean_absolute_error: 263.6237 - val_loss: 158205.2381 - val_mean_absolute_error: 376.1281
Epoch 3019/5000
148/148 [==============================] - 0s 27us/step - loss: 94512.4062 - mean_absolute_error: 263.6227 - val_loss: 158204.4858 - val_mean_absolute_error: 376.1272
Epoch 3020/5000
148/148 [==============================] - 0s 27us/step - loss: 94511.8828 - mean_absolute_error: 263.6217 - val_loss: 158203.7183 - val_mean_absolute_error: 376.1262
Epoch 3021/5000
148/148 [==============================] - 0s 27us/step - loss: 94511.3516 - mean_absolute_error: 263.6207 - val_loss: 158202.9971 - val_mean_absolute_error: 376.1253
Epoch 3022/5000
148/148 [==============================] - 0s 27us/step - loss: 94510.8281 - mean_absolute_error: 263.6197 - val_loss: 158202.2450 - val_mean_absolute_error: 376.1243
Epoch 3023/5000
148/148 [==============================] - 0s 27us/step - loss: 94510.2969 - mean_absolute_error: 263.6187 - val_loss: 158201.4929 - val_mean_absolute_error: 376.1233
Epoch 3024/5000
148/148 [==============================] - 0s 27us/step - loss: 94509.7734 - mean_absolute_error: 263.6177 - val_loss: 158200.7563 - val_mean_absolute_error: 376.1223
Epoch 3025/5000
148/148 [==============================] - 0s 34us/step - loss: 94509.2500 - mean_absolute_error: 263.6166 - val_loss: 158199.9887 - val_mean_absolute_error: 376.1214
Epoch 3026/5000
148/148 [==============================] - 0s 34us/step - loss: 94508.7266 - mean_absolute_error: 263.6157 - val_loss: 158199.2367 - val_mean_absolute_error: 376.1204
Epoch 3027/5000
148/148 [==============================] - 0s 41us/step - loss: 94508.1875 - mean_absolute_error: 263.6147 - val_loss: 158198.5000 - val_mean_absolute_error: 376.1195
Epoch 3028/5000
148/148 [==============================] - 0s 27us/step - loss: 94507.6719 - mean_absolute_error: 263.6137 - val_loss: 158197.7479 - val_mean_absolute_error: 376.1185
Epoch 3029/5000
148/148 [==============================] - 0s 34us/step - loss: 94507.1562 - mean_absolute_error: 263.6127 - val_loss: 158196.9802 - val_mean_absolute_error: 376.1175
Epoch 3030/5000
148/148 [==============================] - 0s 34us/step - loss: 94506.6250 - mean_absolute_error: 263.6117 - val_loss: 158196.2437 - val_mean_absolute_error: 376.1166
Epoch 3031/5000
148/148 [==============================] - 0s 27us/step - loss: 94506.0938 - mean_absolute_error: 263.6107 - val_loss: 158195.4917 - val_mean_absolute_error: 376.1156
Epoch 3032/5000
148/148 [==============================] - 0s 34us/step - loss: 94505.5703 - mean_absolute_error: 263.6097 - val_loss: 158194.7392 - val_mean_absolute_error: 376.1146
Epoch 3033/5000
148/148 [==============================] - 0s 34us/step - loss: 94505.0391 - mean_absolute_error: 263.6087 - val_loss: 158194.0029 - val_mean_absolute_error: 376.1137
Epoch 3034/5000
148/148 [==============================] - 0s 27us/step - loss: 94504.5234 - mean_absolute_error: 263.6077 - val_loss: 158193.2508 - val_mean_absolute_error: 376.1127
Epoch 3035/5000
148/148 [==============================] - 0s 27us/step - loss: 94503.9922 - mean_absolute_error: 263.6068 - val_loss: 158192.4985 - val_mean_absolute_error: 376.1117
Epoch 3036/5000
148/148 [==============================] - 0s 41us/step - loss: 94503.4609 - mean_absolute_error: 263.6058 - val_loss: 158191.7313 - val_mean_absolute_error: 376.1108
Epoch 3037/5000
148/148 [==============================] - 0s 27us/step - loss: 94502.9453 - mean_absolute_error: 263.6048 - val_loss: 158190.9944 - val_mean_absolute_error: 376.1098
Epoch 3038/5000
148/148 [==============================] - 0s 34us/step - loss: 94502.4141 - mean_absolute_error: 263.6037 - val_loss: 158190.2267 - val_mean_absolute_error: 376.1088
Epoch 3039/5000
148/148 [==============================] - 0s 27us/step - loss: 94501.8750 - mean_absolute_error: 263.6028 - val_loss: 158189.5212 - val_mean_absolute_error: 376.1078
Epoch 3040/5000
148/148 [==============================] - 0s 34us/step - loss: 94501.3672 - mean_absolute_error: 263.6017 - val_loss: 158188.7381 - val_mean_absolute_error: 376.1069
Epoch 3041/5000
148/148 [==============================] - 0s 34us/step - loss: 94500.8359 - mean_absolute_error: 263.6007 - val_loss: 158188.0013 - val_mean_absolute_error: 376.1059
Epoch 3042/5000
148/148 [==============================] - 0s 34us/step - loss: 94500.3047 - mean_absolute_error: 263.5998 - val_loss: 158187.2496 - val_mean_absolute_error: 376.1050
Epoch 3043/5000
148/148 [==============================] - 0s 27us/step - loss: 94499.7891 - mean_absolute_error: 263.5988 - val_loss: 158186.4971 - val_mean_absolute_error: 376.1039
Epoch 3044/5000
148/148 [==============================] - 0s 27us/step - loss: 94499.2656 - mean_absolute_error: 263.5977 - val_loss: 158185.7296 - val_mean_absolute_error: 376.1030
Epoch 3045/5000
148/148 [==============================] - 0s 41us/step - loss: 94498.7344 - mean_absolute_error: 263.5968 - val_loss: 158185.0088 - val_mean_absolute_error: 376.1020
Epoch 3046/5000
148/148 [==============================] - 0s 34us/step - loss: 94498.2109 - mean_absolute_error: 263.5958 - val_loss: 158184.2410 - val_mean_absolute_error: 376.1010
Epoch 3047/5000
148/148 [==============================] - 0s 34us/step - loss: 94497.6875 - mean_absolute_error: 263.5948 - val_loss: 158183.5042 - val_mean_absolute_error: 376.1000
Epoch 3048/5000
148/148 [==============================] - 0s 27us/step - loss: 94497.1562 - mean_absolute_error: 263.5938 - val_loss: 158182.7523 - val_mean_absolute_error: 376.0991
Epoch 3049/5000
148/148 [==============================] - 0s 27us/step - loss: 94496.6406 - mean_absolute_error: 263.5927 - val_loss: 158182.0000 - val_mean_absolute_error: 376.0981
Epoch 3050/5000
148/148 [==============================] - 0s 34us/step - loss: 94496.1094 - mean_absolute_error: 263.5917 - val_loss: 158181.2479 - val_mean_absolute_error: 376.0971
Epoch 3051/5000
148/148 [==============================] - 0s 27us/step - loss: 94495.5781 - mean_absolute_error: 263.5908 - val_loss: 158180.5115 - val_mean_absolute_error: 376.0962
Epoch 3052/5000
148/148 [==============================] - 0s 34us/step - loss: 94495.0625 - mean_absolute_error: 263.5898 - val_loss: 158179.7592 - val_mean_absolute_error: 376.0952
Epoch 3053/5000
148/148 [==============================] - 0s 27us/step - loss: 94494.5312 - mean_absolute_error: 263.5888 - val_loss: 158178.9917 - val_mean_absolute_error: 376.0942
Epoch 3054/5000
148/148 [==============================] - 0s 27us/step - loss: 94494.0078 - mean_absolute_error: 263.5878 - val_loss: 158178.2552 - val_mean_absolute_error: 376.0933
Epoch 3055/5000
148/148 [==============================] - 0s 27us/step - loss: 94493.4844 - mean_absolute_error: 263.5868 - val_loss: 158177.5029 - val_mean_absolute_error: 376.0923
Epoch 3056/5000
148/148 [==============================] - 0s 27us/step - loss: 94492.9609 - mean_absolute_error: 263.5858 - val_loss: 158176.7508 - val_mean_absolute_error: 376.0913
Epoch 3057/5000
148/148 [==============================] - 0s 34us/step - loss: 94492.4219 - mean_absolute_error: 263.5848 - val_loss: 158175.9835 - val_mean_absolute_error: 376.0904
Epoch 3058/5000
148/148 [==============================] - 0s 34us/step - loss: 94491.9062 - mean_absolute_error: 263.5838 - val_loss: 158175.2775 - val_mean_absolute_error: 376.0894
Epoch 3059/5000
148/148 [==============================] - 0s 27us/step - loss: 94491.3906 - mean_absolute_error: 263.5828 - val_loss: 158174.4790 - val_mean_absolute_error: 376.0884
Epoch 3060/5000
148/148 [==============================] - 0s 20us/step - loss: 94490.8516 - mean_absolute_error: 263.5818 - val_loss: 158173.7579 - val_mean_absolute_error: 376.0874
Epoch 3061/5000
148/148 [==============================] - 0s 34us/step - loss: 94490.3281 - mean_absolute_error: 263.5808 - val_loss: 158173.0058 - val_mean_absolute_error: 376.0865
Epoch 3062/5000
148/148 [==============================] - 0s 27us/step - loss: 94489.8047 - mean_absolute_error: 263.5798 - val_loss: 158172.2538 - val_mean_absolute_error: 376.0855
Epoch 3063/5000
148/148 [==============================] - 0s 34us/step - loss: 94489.2734 - mean_absolute_error: 263.5788 - val_loss: 158171.5171 - val_mean_absolute_error: 376.0845
Epoch 3064/5000
148/148 [==============================] - 0s 27us/step - loss: 94488.7578 - mean_absolute_error: 263.5778 - val_loss: 158170.7496 - val_mean_absolute_error: 376.0836
Epoch 3065/5000
148/148 [==============================] - 0s 34us/step - loss: 94488.2266 - mean_absolute_error: 263.5768 - val_loss: 158169.9819 - val_mean_absolute_error: 376.0825
Epoch 3066/5000
148/148 [==============================] - 0s 34us/step - loss: 94487.6953 - mean_absolute_error: 263.5758 - val_loss: 158169.2608 - val_mean_absolute_error: 376.0816
Epoch 3067/5000
148/148 [==============================] - 0s 34us/step - loss: 94487.1797 - mean_absolute_error: 263.5748 - val_loss: 158168.4933 - val_mean_absolute_error: 376.0806
Epoch 3068/5000
148/148 [==============================] - 0s 27us/step - loss: 94486.6562 - mean_absolute_error: 263.5738 - val_loss: 158167.7410 - val_mean_absolute_error: 376.0796
Epoch 3069/5000
148/148 [==============================] - 0s 34us/step - loss: 94486.1172 - mean_absolute_error: 263.5728 - val_loss: 158167.0200 - val_mean_absolute_error: 376.0787
Epoch 3070/5000
148/148 [==============================] - 0s 27us/step - loss: 94485.6016 - mean_absolute_error: 263.5718 - val_loss: 158166.2525 - val_mean_absolute_error: 376.0777
Epoch 3071/5000
148/148 [==============================] - 0s 34us/step - loss: 94485.0703 - mean_absolute_error: 263.5708 - val_loss: 158165.5000 - val_mean_absolute_error: 376.0767
Epoch 3072/5000
148/148 [==============================] - 0s 34us/step - loss: 94484.5391 - mean_absolute_error: 263.5698 - val_loss: 158164.7638 - val_mean_absolute_error: 376.0757
Epoch 3073/5000
148/148 [==============================] - 0s 34us/step - loss: 94484.0234 - mean_absolute_error: 263.5688 - val_loss: 158164.0117 - val_mean_absolute_error: 376.0748
Epoch 3074/5000
148/148 [==============================] - 0s 34us/step - loss: 94483.5000 - mean_absolute_error: 263.5678 - val_loss: 158163.2440 - val_mean_absolute_error: 376.0738
Epoch 3075/5000
148/148 [==============================] - 0s 34us/step - loss: 94482.9688 - mean_absolute_error: 263.5668 - val_loss: 158162.5075 - val_mean_absolute_error: 376.0728
Epoch 3076/5000
148/148 [==============================] - 0s 27us/step - loss: 94482.4531 - mean_absolute_error: 263.5658 - val_loss: 158161.7398 - val_mean_absolute_error: 376.0719
Epoch 3077/5000
148/148 [==============================] - 0s 34us/step - loss: 94481.9219 - mean_absolute_error: 263.5648 - val_loss: 158161.0029 - val_mean_absolute_error: 376.0710
Epoch 3078/5000
148/148 [==============================] - 0s 27us/step - loss: 94481.3828 - mean_absolute_error: 263.5638 - val_loss: 158160.2667 - val_mean_absolute_error: 376.0700
Epoch 3079/5000
148/148 [==============================] - 0s 27us/step - loss: 94480.8750 - mean_absolute_error: 263.5629 - val_loss: 158159.5142 - val_mean_absolute_error: 376.0690
Epoch 3080/5000
148/148 [==============================] - 0s 27us/step - loss: 94480.3438 - mean_absolute_error: 263.5619 - val_loss: 158158.7467 - val_mean_absolute_error: 376.0681
Epoch 3081/5000
148/148 [==============================] - 0s 34us/step - loss: 94479.8125 - mean_absolute_error: 263.5609 - val_loss: 158158.0104 - val_mean_absolute_error: 376.0671
Epoch 3082/5000
148/148 [==============================] - 0s 27us/step - loss: 94479.2969 - mean_absolute_error: 263.5599 - val_loss: 158157.2581 - val_mean_absolute_error: 376.0661
Epoch 3083/5000
148/148 [==============================] - 0s 27us/step - loss: 94478.7734 - mean_absolute_error: 263.5589 - val_loss: 158156.5058 - val_mean_absolute_error: 376.0652
Epoch 3084/5000
148/148 [==============================] - 0s 27us/step - loss: 94478.2266 - mean_absolute_error: 263.5579 - val_loss: 158155.7540 - val_mean_absolute_error: 376.0642
Epoch 3085/5000
148/148 [==============================] - 0s 34us/step - loss: 94477.7266 - mean_absolute_error: 263.5569 - val_loss: 158155.0171 - val_mean_absolute_error: 376.0632
Epoch 3086/5000
148/148 [==============================] - 0s 34us/step - loss: 94477.1875 - mean_absolute_error: 263.5559 - val_loss: 158154.2654 - val_mean_absolute_error: 376.0622
Epoch 3087/5000
148/148 [==============================] - 0s 34us/step - loss: 94476.6719 - mean_absolute_error: 263.5549 - val_loss: 158153.5285 - val_mean_absolute_error: 376.0613
Epoch 3088/5000
148/148 [==============================] - 0s 27us/step - loss: 94476.1484 - mean_absolute_error: 263.5539 - val_loss: 158152.7608 - val_mean_absolute_error: 376.0603
Epoch 3089/5000
148/148 [==============================] - 0s 27us/step - loss: 94475.6172 - mean_absolute_error: 263.5529 - val_loss: 158152.0092 - val_mean_absolute_error: 376.0593
Epoch 3090/5000
148/148 [==============================] - 0s 34us/step - loss: 94475.1016 - mean_absolute_error: 263.5519 - val_loss: 158151.2877 - val_mean_absolute_error: 376.0584
Epoch 3091/5000
148/148 [==============================] - 0s 27us/step - loss: 94474.5703 - mean_absolute_error: 263.5509 - val_loss: 158150.5046 - val_mean_absolute_error: 376.0573
Epoch 3092/5000
148/148 [==============================] - 0s 34us/step - loss: 94474.0391 - mean_absolute_error: 263.5499 - val_loss: 158149.7683 - val_mean_absolute_error: 376.0564
Epoch 3093/5000
148/148 [==============================] - 0s 34us/step - loss: 94473.5234 - mean_absolute_error: 263.5489 - val_loss: 158149.0160 - val_mean_absolute_error: 376.0554
Epoch 3094/5000
148/148 [==============================] - 0s 27us/step - loss: 94472.9922 - mean_absolute_error: 263.5479 - val_loss: 158148.2638 - val_mean_absolute_error: 376.0544
Epoch 3095/5000
148/148 [==============================] - 0s 27us/step - loss: 94472.4609 - mean_absolute_error: 263.5469 - val_loss: 158147.5119 - val_mean_absolute_error: 376.0535
Epoch 3096/5000
148/148 [==============================] - 0s 34us/step - loss: 94471.9453 - mean_absolute_error: 263.5460 - val_loss: 158146.7596 - val_mean_absolute_error: 376.0525
Epoch 3097/5000
148/148 [==============================] - 0s 34us/step - loss: 94471.4141 - mean_absolute_error: 263.5449 - val_loss: 158146.0075 - val_mean_absolute_error: 376.0515
Epoch 3098/5000
148/148 [==============================] - 0s 27us/step - loss: 94470.8906 - mean_absolute_error: 263.5439 - val_loss: 158145.2867 - val_mean_absolute_error: 376.0506
Epoch 3099/5000
148/148 [==============================] - 0s 34us/step - loss: 94470.3750 - mean_absolute_error: 263.5429 - val_loss: 158144.5187 - val_mean_absolute_error: 376.0496
Epoch 3100/5000
148/148 [==============================] - 0s 34us/step - loss: 94469.8359 - mean_absolute_error: 263.5419 - val_loss: 158143.7667 - val_mean_absolute_error: 376.0486
Epoch 3101/5000
148/148 [==============================] - 0s 27us/step - loss: 94469.3125 - mean_absolute_error: 263.5409 - val_loss: 158143.0148 - val_mean_absolute_error: 376.0477
Epoch 3102/5000
148/148 [==============================] - 0s 34us/step - loss: 94468.7969 - mean_absolute_error: 263.5399 - val_loss: 158142.2625 - val_mean_absolute_error: 376.0467
Epoch 3103/5000
148/148 [==============================] - 0s 27us/step - loss: 94468.2656 - mean_absolute_error: 263.5390 - val_loss: 158141.5104 - val_mean_absolute_error: 376.0457
Epoch 3104/5000
148/148 [==============================] - 0s 27us/step - loss: 94467.7344 - mean_absolute_error: 263.5380 - val_loss: 158140.7894 - val_mean_absolute_error: 376.0448
Epoch 3105/5000
148/148 [==============================] - 0s 34us/step - loss: 94467.2188 - mean_absolute_error: 263.5370 - val_loss: 158140.0217 - val_mean_absolute_error: 376.0438
Epoch 3106/5000
148/148 [==============================] - 0s 27us/step - loss: 94466.6953 - mean_absolute_error: 263.5359 - val_loss: 158139.2850 - val_mean_absolute_error: 376.0428
Epoch 3107/5000
148/148 [==============================] - 0s 27us/step - loss: 94466.1484 - mean_absolute_error: 263.5350 - val_loss: 158138.5175 - val_mean_absolute_error: 376.0419
Epoch 3108/5000
148/148 [==============================] - 0s 27us/step - loss: 94465.6406 - mean_absolute_error: 263.5340 - val_loss: 158137.7654 - val_mean_absolute_error: 376.0409
Epoch 3109/5000
148/148 [==============================] - 0s 27us/step - loss: 94465.1094 - mean_absolute_error: 263.5330 - val_loss: 158137.0133 - val_mean_absolute_error: 376.0399
Epoch 3110/5000
148/148 [==============================] - 0s 41us/step - loss: 94464.5781 - mean_absolute_error: 263.5319 - val_loss: 158136.2769 - val_mean_absolute_error: 376.0390
Epoch 3111/5000
148/148 [==============================] - 0s 27us/step - loss: 94464.0625 - mean_absolute_error: 263.5309 - val_loss: 158135.5400 - val_mean_absolute_error: 376.0380
Epoch 3112/5000
148/148 [==============================] - 0s 34us/step - loss: 94463.5312 - mean_absolute_error: 263.5299 - val_loss: 158134.7723 - val_mean_absolute_error: 376.0370
Epoch 3113/5000
148/148 [==============================] - 0s 27us/step - loss: 94463.0000 - mean_absolute_error: 263.5290 - val_loss: 158134.0204 - val_mean_absolute_error: 376.0360
Epoch 3114/5000
148/148 [==============================] - 0s 34us/step - loss: 94462.4844 - mean_absolute_error: 263.5280 - val_loss: 158133.2683 - val_mean_absolute_error: 376.0350
Epoch 3115/5000
148/148 [==============================] - 0s 27us/step - loss: 94461.9609 - mean_absolute_error: 263.5269 - val_loss: 158132.5162 - val_mean_absolute_error: 376.0340
Epoch 3116/5000
148/148 [==============================] - 0s 27us/step - loss: 94461.4297 - mean_absolute_error: 263.5259 - val_loss: 158131.7642 - val_mean_absolute_error: 376.0331
Epoch 3117/5000
148/148 [==============================] - 0s 34us/step - loss: 94460.9141 - mean_absolute_error: 263.5250 - val_loss: 158131.0275 - val_mean_absolute_error: 376.0321
Epoch 3118/5000
148/148 [==============================] - 0s 34us/step - loss: 94460.3750 - mean_absolute_error: 263.5240 - val_loss: 158130.2598 - val_mean_absolute_error: 376.0311
Epoch 3119/5000
148/148 [==============================] - 0s 27us/step - loss: 94459.8594 - mean_absolute_error: 263.5230 - val_loss: 158129.5388 - val_mean_absolute_error: 376.0302
Epoch 3120/5000
148/148 [==============================] - 0s 34us/step - loss: 94459.3438 - mean_absolute_error: 263.5220 - val_loss: 158128.7712 - val_mean_absolute_error: 376.0292
Epoch 3121/5000
148/148 [==============================] - 0s 34us/step - loss: 94458.8047 - mean_absolute_error: 263.5209 - val_loss: 158128.0190 - val_mean_absolute_error: 376.0282
Epoch 3122/5000
148/148 [==============================] - 0s 27us/step - loss: 94458.2812 - mean_absolute_error: 263.5200 - val_loss: 158127.2825 - val_mean_absolute_error: 376.0273
Epoch 3123/5000
148/148 [==============================] - 0s 34us/step - loss: 94457.7656 - mean_absolute_error: 263.5190 - val_loss: 158126.5304 - val_mean_absolute_error: 376.0263
Epoch 3124/5000
148/148 [==============================] - 0s 34us/step - loss: 94457.2266 - mean_absolute_error: 263.5180 - val_loss: 158125.7779 - val_mean_absolute_error: 376.0253
Epoch 3125/5000
148/148 [==============================] - 0s 20us/step - loss: 94456.6953 - mean_absolute_error: 263.5170 - val_loss: 158125.0417 - val_mean_absolute_error: 376.0244
Epoch 3126/5000
148/148 [==============================] - 0s 27us/step - loss: 94456.1797 - mean_absolute_error: 263.5160 - val_loss: 158124.2742 - val_mean_absolute_error: 376.0234
Epoch 3127/5000
148/148 [==============================] - 0s 34us/step - loss: 94455.6484 - mean_absolute_error: 263.5150 - val_loss: 158123.5373 - val_mean_absolute_error: 376.0224
Epoch 3128/5000
148/148 [==============================] - 0s 27us/step - loss: 94455.1250 - mean_absolute_error: 263.5140 - val_loss: 158122.7854 - val_mean_absolute_error: 376.0215
Epoch 3129/5000
148/148 [==============================] - 0s 27us/step - loss: 94454.6094 - mean_absolute_error: 263.5130 - val_loss: 158122.0331 - val_mean_absolute_error: 376.0205
Epoch 3130/5000
148/148 [==============================] - 0s 34us/step - loss: 94454.0781 - mean_absolute_error: 263.5121 - val_loss: 158121.2963 - val_mean_absolute_error: 376.0196
Epoch 3131/5000
148/148 [==============================] - 0s 34us/step - loss: 94453.5391 - mean_absolute_error: 263.5110 - val_loss: 158120.5446 - val_mean_absolute_error: 376.0186
Epoch 3132/5000
148/148 [==============================] - 0s 34us/step - loss: 94453.0312 - mean_absolute_error: 263.5101 - val_loss: 158119.7923 - val_mean_absolute_error: 376.0176
Epoch 3133/5000
148/148 [==============================] - 0s 34us/step - loss: 94452.5078 - mean_absolute_error: 263.5091 - val_loss: 158119.0246 - val_mean_absolute_error: 376.0166
Epoch 3134/5000
148/148 [==============================] - 0s 27us/step - loss: 94451.9766 - mean_absolute_error: 263.5080 - val_loss: 158118.3037 - val_mean_absolute_error: 376.0157
Epoch 3135/5000
148/148 [==============================] - 0s 41us/step - loss: 94451.4531 - mean_absolute_error: 263.5070 - val_loss: 158117.5360 - val_mean_absolute_error: 376.0147
Epoch 3136/5000
148/148 [==============================] - 0s 34us/step - loss: 94450.9219 - mean_absolute_error: 263.5060 - val_loss: 158116.7838 - val_mean_absolute_error: 376.0138
Epoch 3137/5000
148/148 [==============================] - 0s 34us/step - loss: 94450.3906 - mean_absolute_error: 263.5051 - val_loss: 158116.0321 - val_mean_absolute_error: 376.0128
Epoch 3138/5000
148/148 [==============================] - 0s 34us/step - loss: 94449.8750 - mean_absolute_error: 263.5041 - val_loss: 158115.2952 - val_mean_absolute_error: 376.0118
Epoch 3139/5000
148/148 [==============================] - 0s 27us/step - loss: 94449.3516 - mean_absolute_error: 263.5031 - val_loss: 158114.5275 - val_mean_absolute_error: 376.0108
Epoch 3140/5000
148/148 [==============================] - 0s 34us/step - loss: 94448.8203 - mean_absolute_error: 263.5020 - val_loss: 158113.8065 - val_mean_absolute_error: 376.0098
Epoch 3141/5000
148/148 [==============================] - 0s 27us/step - loss: 94448.3047 - mean_absolute_error: 263.5011 - val_loss: 158113.0388 - val_mean_absolute_error: 376.0088
Epoch 3142/5000
148/148 [==============================] - 0s 27us/step - loss: 94447.7734 - mean_absolute_error: 263.5001 - val_loss: 158112.2712 - val_mean_absolute_error: 376.0079
Epoch 3143/5000
148/148 [==============================] - 0s 27us/step - loss: 94447.2344 - mean_absolute_error: 263.4991 - val_loss: 158111.5504 - val_mean_absolute_error: 376.0069
Epoch 3144/5000
148/148 [==============================] - 0s 27us/step - loss: 94446.7266 - mean_absolute_error: 263.4981 - val_loss: 158110.7979 - val_mean_absolute_error: 376.0059
Epoch 3145/5000
148/148 [==============================] - 0s 41us/step - loss: 94446.1875 - mean_absolute_error: 263.4970 - val_loss: 158110.0304 - val_mean_absolute_error: 376.0050
Epoch 3146/5000
148/148 [==============================] - 0s 27us/step - loss: 94445.6641 - mean_absolute_error: 263.4960 - val_loss: 158109.2940 - val_mean_absolute_error: 376.0040
Epoch 3147/5000
148/148 [==============================] - 0s 34us/step - loss: 94445.1484 - mean_absolute_error: 263.4951 - val_loss: 158108.5417 - val_mean_absolute_error: 376.0030
Epoch 3148/5000
148/148 [==============================] - 0s 34us/step - loss: 94444.6172 - mean_absolute_error: 263.4940 - val_loss: 158107.7742 - val_mean_absolute_error: 376.0021
Epoch 3149/5000
148/148 [==============================] - 0s 34us/step - loss: 94444.0859 - mean_absolute_error: 263.4931 - val_loss: 158107.0531 - val_mean_absolute_error: 376.0011
Epoch 3150/5000
148/148 [==============================] - 0s 34us/step - loss: 94443.5703 - mean_absolute_error: 263.4921 - val_loss: 158106.2854 - val_mean_absolute_error: 376.0001
Epoch 3151/5000
148/148 [==============================] - 0s 34us/step - loss: 94443.0391 - mean_absolute_error: 263.4911 - val_loss: 158105.5487 - val_mean_absolute_error: 375.9991
Epoch 3152/5000
148/148 [==============================] - 0s 27us/step - loss: 94442.5156 - mean_absolute_error: 263.4901 - val_loss: 158104.7812 - val_mean_absolute_error: 375.9982
Epoch 3153/5000
148/148 [==============================] - 0s 27us/step - loss: 94442.0000 - mean_absolute_error: 263.4891 - val_loss: 158104.0446 - val_mean_absolute_error: 375.9972
Epoch 3154/5000
148/148 [==============================] - 0s 34us/step - loss: 94441.4688 - mean_absolute_error: 263.4881 - val_loss: 158103.2771 - val_mean_absolute_error: 375.9963
Epoch 3155/5000
148/148 [==============================] - 0s 27us/step - loss: 94440.9297 - mean_absolute_error: 263.4871 - val_loss: 158102.5560 - val_mean_absolute_error: 375.9953
Epoch 3156/5000
148/148 [==============================] - 0s 34us/step - loss: 94440.4219 - mean_absolute_error: 263.4861 - val_loss: 158101.7883 - val_mean_absolute_error: 375.9943
Epoch 3157/5000
148/148 [==============================] - 0s 34us/step - loss: 94439.8906 - mean_absolute_error: 263.4852 - val_loss: 158101.0515 - val_mean_absolute_error: 375.9933
Epoch 3158/5000
148/148 [==============================] - 0s 34us/step - loss: 94439.3672 - mean_absolute_error: 263.4841 - val_loss: 158100.2996 - val_mean_absolute_error: 375.9923
Epoch 3159/5000
148/148 [==============================] - 0s 27us/step - loss: 94438.8516 - mean_absolute_error: 263.4831 - val_loss: 158099.5475 - val_mean_absolute_error: 375.9914
Epoch 3160/5000
148/148 [==============================] - 0s 41us/step - loss: 94438.3125 - mean_absolute_error: 263.4821 - val_loss: 158098.7800 - val_mean_absolute_error: 375.9905
Epoch 3161/5000
148/148 [==============================] - 0s 34us/step - loss: 94437.7812 - mean_absolute_error: 263.4811 - val_loss: 158098.0433 - val_mean_absolute_error: 375.9895
Epoch 3162/5000
148/148 [==============================] - 0s 27us/step - loss: 94437.2734 - mean_absolute_error: 263.4801 - val_loss: 158097.3067 - val_mean_absolute_error: 375.9884
Epoch 3163/5000
148/148 [==============================] - 0s 34us/step - loss: 94436.7422 - mean_absolute_error: 263.4791 - val_loss: 158096.5544 - val_mean_absolute_error: 375.9875
Epoch 3164/5000
148/148 [==============================] - 0s 27us/step - loss: 94436.2109 - mean_absolute_error: 263.4781 - val_loss: 158095.8025 - val_mean_absolute_error: 375.9865
Epoch 3165/5000
148/148 [==============================] - 0s 34us/step - loss: 94435.6797 - mean_absolute_error: 263.4771 - val_loss: 158095.0504 - val_mean_absolute_error: 375.9855
Epoch 3166/5000
148/148 [==============================] - 0s 34us/step - loss: 94435.1641 - mean_absolute_error: 263.4761 - val_loss: 158094.2827 - val_mean_absolute_error: 375.9846
Epoch 3167/5000
148/148 [==============================] - 0s 34us/step - loss: 94434.6328 - mean_absolute_error: 263.4751 - val_loss: 158093.5617 - val_mean_absolute_error: 375.9836
Epoch 3168/5000
148/148 [==============================] - 0s 34us/step - loss: 94434.1172 - mean_absolute_error: 263.4742 - val_loss: 158092.8096 - val_mean_absolute_error: 375.9826
Epoch 3169/5000
148/148 [==============================] - 0s 34us/step - loss: 94433.5781 - mean_absolute_error: 263.4731 - val_loss: 158092.0419 - val_mean_absolute_error: 375.9817
Epoch 3170/5000
148/148 [==============================] - 0s 27us/step - loss: 94433.0625 - mean_absolute_error: 263.4721 - val_loss: 158091.3208 - val_mean_absolute_error: 375.9807
Epoch 3171/5000
148/148 [==============================] - 0s 34us/step - loss: 94432.5312 - mean_absolute_error: 263.4711 - val_loss: 158090.5379 - val_mean_absolute_error: 375.9797
Epoch 3172/5000
148/148 [==============================] - 0s 34us/step - loss: 94432.0078 - mean_absolute_error: 263.4702 - val_loss: 158089.8165 - val_mean_absolute_error: 375.9788
Epoch 3173/5000
148/148 [==============================] - 0s 34us/step - loss: 94431.4766 - mean_absolute_error: 263.4691 - val_loss: 158089.0492 - val_mean_absolute_error: 375.9778
Epoch 3174/5000
148/148 [==============================] - 0s 27us/step - loss: 94430.9688 - mean_absolute_error: 263.4682 - val_loss: 158088.2969 - val_mean_absolute_error: 375.9768
Epoch 3175/5000
148/148 [==============================] - 0s 34us/step - loss: 94430.4297 - mean_absolute_error: 263.4672 - val_loss: 158087.5600 - val_mean_absolute_error: 375.9759
Epoch 3176/5000
148/148 [==============================] - 0s 34us/step - loss: 94429.8984 - mean_absolute_error: 263.4662 - val_loss: 158086.8083 - val_mean_absolute_error: 375.9749
Epoch 3177/5000
148/148 [==============================] - 0s 27us/step - loss: 94429.3906 - mean_absolute_error: 263.4652 - val_loss: 158086.0408 - val_mean_absolute_error: 375.9739
Epoch 3178/5000
148/148 [==============================] - 0s 34us/step - loss: 94428.8672 - mean_absolute_error: 263.4642 - val_loss: 158085.3192 - val_mean_absolute_error: 375.9730
Epoch 3179/5000
148/148 [==============================] - 0s 34us/step - loss: 94428.3359 - mean_absolute_error: 263.4632 - val_loss: 158084.5675 - val_mean_absolute_error: 375.9720
Epoch 3180/5000
148/148 [==============================] - 0s 27us/step - loss: 94427.8125 - mean_absolute_error: 263.4622 - val_loss: 158083.8306 - val_mean_absolute_error: 375.9711
Epoch 3181/5000
148/148 [==============================] - 0s 41us/step - loss: 94427.2812 - mean_absolute_error: 263.4612 - val_loss: 158083.0629 - val_mean_absolute_error: 375.9700
Epoch 3182/5000
148/148 [==============================] - 0s 27us/step - loss: 94426.7500 - mean_absolute_error: 263.4602 - val_loss: 158082.3112 - val_mean_absolute_error: 375.9691
Epoch 3183/5000
148/148 [==============================] - 0s 34us/step - loss: 94426.2422 - mean_absolute_error: 263.4592 - val_loss: 158081.5590 - val_mean_absolute_error: 375.9681
Epoch 3184/5000
148/148 [==============================] - 0s 27us/step - loss: 94425.7109 - mean_absolute_error: 263.4582 - val_loss: 158080.8067 - val_mean_absolute_error: 375.9672
Epoch 3185/5000
148/148 [==============================] - 0s 34us/step - loss: 94425.1719 - mean_absolute_error: 263.4572 - val_loss: 158080.0704 - val_mean_absolute_error: 375.9662
Epoch 3186/5000
148/148 [==============================] - 0s 27us/step - loss: 94424.6719 - mean_absolute_error: 263.4562 - val_loss: 158079.3179 - val_mean_absolute_error: 375.9652
Epoch 3187/5000
148/148 [==============================] - 0s 34us/step - loss: 94424.1328 - mean_absolute_error: 263.4552 - val_loss: 158078.5504 - val_mean_absolute_error: 375.9642
Epoch 3188/5000
148/148 [==============================] - 0s 27us/step - loss: 94423.6094 - mean_absolute_error: 263.4542 - val_loss: 158077.8142 - val_mean_absolute_error: 375.9632
Epoch 3189/5000
148/148 [==============================] - 0s 27us/step - loss: 94423.0859 - mean_absolute_error: 263.4532 - val_loss: 158077.0619 - val_mean_absolute_error: 375.9623
Epoch 3190/5000
148/148 [==============================] - 0s 34us/step - loss: 94422.5547 - mean_absolute_error: 263.4522 - val_loss: 158076.3096 - val_mean_absolute_error: 375.9613
Epoch 3191/5000
148/148 [==============================] - 0s 27us/step - loss: 94422.0312 - mean_absolute_error: 263.4512 - val_loss: 158075.5731 - val_mean_absolute_error: 375.9603
Epoch 3192/5000
148/148 [==============================] - 0s 41us/step - loss: 94421.5156 - mean_absolute_error: 263.4503 - val_loss: 158074.8208 - val_mean_absolute_error: 375.9593
Epoch 3193/5000
148/148 [==============================] - 0s 27us/step - loss: 94420.9766 - mean_absolute_error: 263.4492 - val_loss: 158074.0533 - val_mean_absolute_error: 375.9584
Epoch 3194/5000
148/148 [==============================] - 0s 27us/step - loss: 94420.4453 - mean_absolute_error: 263.4482 - val_loss: 158073.3171 - val_mean_absolute_error: 375.9574
Epoch 3195/5000
148/148 [==============================] - 0s 27us/step - loss: 94419.9297 - mean_absolute_error: 263.4472 - val_loss: 158072.5646 - val_mean_absolute_error: 375.9564
Epoch 3196/5000
148/148 [==============================] - 0s 34us/step - loss: 94419.4141 - mean_absolute_error: 263.4462 - val_loss: 158071.8125 - val_mean_absolute_error: 375.9555
Epoch 3197/5000
148/148 [==============================] - 0s 27us/step - loss: 94418.8750 - mean_absolute_error: 263.4452 - val_loss: 158071.0915 - val_mean_absolute_error: 375.9545
Epoch 3198/5000
148/148 [==============================] - 0s 34us/step - loss: 94418.3594 - mean_absolute_error: 263.4442 - val_loss: 158070.3238 - val_mean_absolute_error: 375.9535
Epoch 3199/5000
148/148 [==============================] - 0s 34us/step - loss: 94417.8281 - mean_absolute_error: 263.4433 - val_loss: 158069.5717 - val_mean_absolute_error: 375.9526
Epoch 3200/5000
148/148 [==============================] - 0s 41us/step - loss: 94417.3047 - mean_absolute_error: 263.4422 - val_loss: 158068.8198 - val_mean_absolute_error: 375.9516
Epoch 3201/5000
148/148 [==============================] - 0s 27us/step - loss: 94416.7812 - mean_absolute_error: 263.4413 - val_loss: 158068.0675 - val_mean_absolute_error: 375.9507
Epoch 3202/5000
148/148 [==============================] - 0s 34us/step - loss: 94416.2656 - mean_absolute_error: 263.4403 - val_loss: 158067.3154 - val_mean_absolute_error: 375.9497
Epoch 3203/5000
148/148 [==============================] - 0s 34us/step - loss: 94415.7266 - mean_absolute_error: 263.4393 - val_loss: 158066.5633 - val_mean_absolute_error: 375.9487
Epoch 3204/5000
148/148 [==============================] - 0s 34us/step - loss: 94415.2109 - mean_absolute_error: 263.4383 - val_loss: 158065.8267 - val_mean_absolute_error: 375.9477
Epoch 3205/5000
148/148 [==============================] - 0s 27us/step - loss: 94414.6719 - mean_absolute_error: 263.4373 - val_loss: 158065.0746 - val_mean_absolute_error: 375.9467
Epoch 3206/5000
148/148 [==============================] - 0s 34us/step - loss: 94414.1484 - mean_absolute_error: 263.4362 - val_loss: 158064.3227 - val_mean_absolute_error: 375.9458
Epoch 3207/5000
148/148 [==============================] - 0s 27us/step - loss: 94413.6250 - mean_absolute_error: 263.4352 - val_loss: 158063.5704 - val_mean_absolute_error: 375.9448
Epoch 3208/5000
148/148 [==============================] - 0s 27us/step - loss: 94413.1016 - mean_absolute_error: 263.4343 - val_loss: 158062.8183 - val_mean_absolute_error: 375.9439
Epoch 3209/5000
148/148 [==============================] - 0s 41us/step - loss: 94412.5781 - mean_absolute_error: 263.4333 - val_loss: 158062.0817 - val_mean_absolute_error: 375.9429
Epoch 3210/5000
148/148 [==============================] - 0s 27us/step - loss: 94412.0547 - mean_absolute_error: 263.4323 - val_loss: 158061.3450 - val_mean_absolute_error: 375.9418
Epoch 3211/5000
148/148 [==============================] - 0s 27us/step - loss: 94411.5312 - mean_absolute_error: 263.4312 - val_loss: 158060.5779 - val_mean_absolute_error: 375.9409
Epoch 3212/5000
148/148 [==============================] - 0s 27us/step - loss: 94411.0156 - mean_absolute_error: 263.4303 - val_loss: 158059.8408 - val_mean_absolute_error: 375.9399
Epoch 3213/5000
148/148 [==============================] - 0s 34us/step - loss: 94410.4844 - mean_absolute_error: 263.4292 - val_loss: 158059.0733 - val_mean_absolute_error: 375.9389
Epoch 3214/5000
148/148 [==============================] - 0s 27us/step - loss: 94409.9609 - mean_absolute_error: 263.4283 - val_loss: 158058.3369 - val_mean_absolute_error: 375.9380
Epoch 3215/5000
148/148 [==============================] - 0s 34us/step - loss: 94409.4297 - mean_absolute_error: 263.4273 - val_loss: 158057.5846 - val_mean_absolute_error: 375.9370
Epoch 3216/5000
148/148 [==============================] - 0s 27us/step - loss: 94408.9141 - mean_absolute_error: 263.4263 - val_loss: 158056.8479 - val_mean_absolute_error: 375.9360
Epoch 3217/5000
148/148 [==============================] - 0s 27us/step - loss: 94408.3750 - mean_absolute_error: 263.4253 - val_loss: 158056.0806 - val_mean_absolute_error: 375.9350
Epoch 3218/5000
148/148 [==============================] - 0s 41us/step - loss: 94407.8672 - mean_absolute_error: 263.4243 - val_loss: 158055.3438 - val_mean_absolute_error: 375.9341
Epoch 3219/5000
148/148 [==============================] - 0s 27us/step - loss: 94407.3281 - mean_absolute_error: 263.4233 - val_loss: 158054.5763 - val_mean_absolute_error: 375.9331
Epoch 3220/5000
148/148 [==============================] - 0s 34us/step - loss: 94406.7969 - mean_absolute_error: 263.4223 - val_loss: 158053.8550 - val_mean_absolute_error: 375.9322
Epoch 3221/5000
148/148 [==============================] - 0s 34us/step - loss: 94406.2734 - mean_absolute_error: 263.4213 - val_loss: 158053.0875 - val_mean_absolute_error: 375.9313
Epoch 3222/5000
148/148 [==============================] - 0s 34us/step - loss: 94405.7500 - mean_absolute_error: 263.4203 - val_loss: 158052.3354 - val_mean_absolute_error: 375.9303
Epoch 3223/5000
148/148 [==============================] - 0s 34us/step - loss: 94405.2266 - mean_absolute_error: 263.4193 - val_loss: 158051.5990 - val_mean_absolute_error: 375.9293
Epoch 3224/5000
148/148 [==============================] - 0s 34us/step - loss: 94404.7109 - mean_absolute_error: 263.4183 - val_loss: 158050.8312 - val_mean_absolute_error: 375.9283
Epoch 3225/5000
148/148 [==============================] - 0s 27us/step - loss: 94404.1719 - mean_absolute_error: 263.4173 - val_loss: 158050.0792 - val_mean_absolute_error: 375.9274
Epoch 3226/5000
148/148 [==============================] - 0s 34us/step - loss: 94403.6562 - mean_absolute_error: 263.4164 - val_loss: 158049.3579 - val_mean_absolute_error: 375.9264
Epoch 3227/5000
148/148 [==============================] - 0s 34us/step - loss: 94403.1250 - mean_absolute_error: 263.4153 - val_loss: 158048.5904 - val_mean_absolute_error: 375.9255
Epoch 3228/5000
148/148 [==============================] - 0s 34us/step - loss: 94402.6016 - mean_absolute_error: 263.4144 - val_loss: 158047.8383 - val_mean_absolute_error: 375.9245
Epoch 3229/5000
148/148 [==============================] - 0s 41us/step - loss: 94402.0703 - mean_absolute_error: 263.4134 - val_loss: 158047.1017 - val_mean_absolute_error: 375.9235
Epoch 3230/5000
148/148 [==============================] - 0s 27us/step - loss: 94401.5547 - mean_absolute_error: 263.4124 - val_loss: 158046.3342 - val_mean_absolute_error: 375.9225
Epoch 3231/5000
148/148 [==============================] - 0s 34us/step - loss: 94401.0234 - mean_absolute_error: 263.4113 - val_loss: 158045.5975 - val_mean_absolute_error: 375.9215
Epoch 3232/5000
148/148 [==============================] - 0s 34us/step - loss: 94400.5000 - mean_absolute_error: 263.4103 - val_loss: 158044.8608 - val_mean_absolute_error: 375.9206
Epoch 3233/5000
148/148 [==============================] - 0s 34us/step - loss: 94399.9766 - mean_absolute_error: 263.4093 - val_loss: 158044.0933 - val_mean_absolute_error: 375.9196
Epoch 3234/5000
148/148 [==============================] - 0s 34us/step - loss: 94399.4453 - mean_absolute_error: 263.4084 - val_loss: 158043.3410 - val_mean_absolute_error: 375.9186
Epoch 3235/5000
148/148 [==============================] - 0s 34us/step - loss: 94398.9219 - mean_absolute_error: 263.4074 - val_loss: 158042.6046 - val_mean_absolute_error: 375.9177
Epoch 3236/5000
148/148 [==============================] - 0s 34us/step - loss: 94398.4062 - mean_absolute_error: 263.4064 - val_loss: 158041.8525 - val_mean_absolute_error: 375.9167
Epoch 3237/5000
148/148 [==============================] - 0s 34us/step - loss: 94397.8750 - mean_absolute_error: 263.4054 - val_loss: 158041.1004 - val_mean_absolute_error: 375.9157
Epoch 3238/5000
148/148 [==============================] - 0s 27us/step - loss: 94397.3438 - mean_absolute_error: 263.4044 - val_loss: 158040.3483 - val_mean_absolute_error: 375.9147
Epoch 3239/5000
148/148 [==============================] - 0s 34us/step - loss: 94396.8359 - mean_absolute_error: 263.4034 - val_loss: 158039.5963 - val_mean_absolute_error: 375.9138
Epoch 3240/5000
148/148 [==============================] - 0s 34us/step - loss: 94396.2969 - mean_absolute_error: 263.4024 - val_loss: 158038.8440 - val_mean_absolute_error: 375.9128
Epoch 3241/5000
148/148 [==============================] - 0s 34us/step - loss: 94395.7734 - mean_absolute_error: 263.4014 - val_loss: 158038.0921 - val_mean_absolute_error: 375.9118
Epoch 3242/5000
148/148 [==============================] - 0s 27us/step - loss: 94395.2500 - mean_absolute_error: 263.4003 - val_loss: 158037.3554 - val_mean_absolute_error: 375.9108
Epoch 3243/5000
148/148 [==============================] - 0s 34us/step - loss: 94394.7266 - mean_absolute_error: 263.3994 - val_loss: 158036.5877 - val_mean_absolute_error: 375.9099
Epoch 3244/5000
148/148 [==============================] - 0s 27us/step - loss: 94394.1953 - mean_absolute_error: 263.3984 - val_loss: 158035.8667 - val_mean_absolute_error: 375.9089
Epoch 3245/5000
148/148 [==============================] - 0s 27us/step - loss: 94393.6875 - mean_absolute_error: 263.3974 - val_loss: 158035.0837 - val_mean_absolute_error: 375.9080
Epoch 3246/5000
148/148 [==============================] - 0s 41us/step - loss: 94393.1484 - mean_absolute_error: 263.3964 - val_loss: 158034.3469 - val_mean_absolute_error: 375.9070
Epoch 3247/5000
148/148 [==============================] - 0s 27us/step - loss: 94392.6172 - mean_absolute_error: 263.3954 - val_loss: 158033.6104 - val_mean_absolute_error: 375.9060
Epoch 3248/5000
148/148 [==============================] - 0s 27us/step - loss: 94392.1016 - mean_absolute_error: 263.3944 - val_loss: 158032.8583 - val_mean_absolute_error: 375.9050
Epoch 3249/5000
148/148 [==============================] - 0s 34us/step - loss: 94391.5781 - mean_absolute_error: 263.3934 - val_loss: 158032.0906 - val_mean_absolute_error: 375.9041
Epoch 3250/5000
148/148 [==============================] - 0s 34us/step - loss: 94391.0469 - mean_absolute_error: 263.3924 - val_loss: 158031.3696 - val_mean_absolute_error: 375.9031
Epoch 3251/5000
148/148 [==============================] - 0s 41us/step - loss: 94390.5312 - mean_absolute_error: 263.3914 - val_loss: 158030.5865 - val_mean_absolute_error: 375.9021
Epoch 3252/5000
148/148 [==============================] - 0s 27us/step - loss: 94390.0000 - mean_absolute_error: 263.3904 - val_loss: 158029.8650 - val_mean_absolute_error: 375.9012
Epoch 3253/5000
148/148 [==============================] - 0s 27us/step - loss: 94389.4688 - mean_absolute_error: 263.3895 - val_loss: 158029.1133 - val_mean_absolute_error: 375.9002
Epoch 3254/5000
148/148 [==============================] - 0s 27us/step - loss: 94388.9531 - mean_absolute_error: 263.3884 - val_loss: 158028.3612 - val_mean_absolute_error: 375.8992
Epoch 3255/5000
148/148 [==============================] - 0s 34us/step - loss: 94388.4219 - mean_absolute_error: 263.3874 - val_loss: 158027.6090 - val_mean_absolute_error: 375.8983
Epoch 3256/5000
148/148 [==============================] - 0s 34us/step - loss: 94387.8984 - mean_absolute_error: 263.3864 - val_loss: 158026.8571 - val_mean_absolute_error: 375.8973
Epoch 3257/5000
148/148 [==============================] - 0s 27us/step - loss: 94387.3750 - mean_absolute_error: 263.3854 - val_loss: 158026.1048 - val_mean_absolute_error: 375.8963
Epoch 3258/5000
148/148 [==============================] - 0s 27us/step - loss: 94386.8438 - mean_absolute_error: 263.3845 - val_loss: 158025.3679 - val_mean_absolute_error: 375.8953
Epoch 3259/5000
148/148 [==============================] - 0s 34us/step - loss: 94386.3281 - mean_absolute_error: 263.3834 - val_loss: 158024.6162 - val_mean_absolute_error: 375.8943
Epoch 3260/5000
148/148 [==============================] - 0s 34us/step - loss: 94385.8047 - mean_absolute_error: 263.3824 - val_loss: 158023.8640 - val_mean_absolute_error: 375.8933
Epoch 3261/5000
148/148 [==============================] - 0s 34us/step - loss: 94385.2734 - mean_absolute_error: 263.3814 - val_loss: 158023.1117 - val_mean_absolute_error: 375.8924
Epoch 3262/5000
148/148 [==============================] - 0s 27us/step - loss: 94384.7422 - mean_absolute_error: 263.3804 - val_loss: 158022.3754 - val_mean_absolute_error: 375.8914
Epoch 3263/5000
148/148 [==============================] - 0s 34us/step - loss: 94384.2266 - mean_absolute_error: 263.3795 - val_loss: 158021.6231 - val_mean_absolute_error: 375.8905
Epoch 3264/5000
148/148 [==============================] - 0s 34us/step - loss: 94383.6953 - mean_absolute_error: 263.3784 - val_loss: 158020.8708 - val_mean_absolute_error: 375.8895
Epoch 3265/5000
148/148 [==============================] - 0s 27us/step - loss: 94383.1719 - mean_absolute_error: 263.3774 - val_loss: 158020.1346 - val_mean_absolute_error: 375.8885
Epoch 3266/5000
148/148 [==============================] - 0s 34us/step - loss: 94382.6484 - mean_absolute_error: 263.3764 - val_loss: 158019.3669 - val_mean_absolute_error: 375.8875
Epoch 3267/5000
148/148 [==============================] - 0s 34us/step - loss: 94382.1172 - mean_absolute_error: 263.3754 - val_loss: 158018.6146 - val_mean_absolute_error: 375.8866
Epoch 3268/5000
148/148 [==============================] - 0s 27us/step - loss: 94381.5859 - mean_absolute_error: 263.3745 - val_loss: 158017.8783 - val_mean_absolute_error: 375.8856
Epoch 3269/5000
148/148 [==============================] - 0s 41us/step - loss: 94381.0781 - mean_absolute_error: 263.3734 - val_loss: 158017.1258 - val_mean_absolute_error: 375.8846
Epoch 3270/5000
148/148 [==============================] - 0s 27us/step - loss: 94380.5469 - mean_absolute_error: 263.3725 - val_loss: 158016.3429 - val_mean_absolute_error: 375.8837
Epoch 3271/5000
148/148 [==============================] - 0s 27us/step - loss: 94380.0156 - mean_absolute_error: 263.3715 - val_loss: 158015.6375 - val_mean_absolute_error: 375.8827
Epoch 3272/5000
148/148 [==============================] - 0s 34us/step - loss: 94379.5078 - mean_absolute_error: 263.3705 - val_loss: 158014.8698 - val_mean_absolute_error: 375.8818
Epoch 3273/5000
148/148 [==============================] - 0s 27us/step - loss: 94378.9688 - mean_absolute_error: 263.3695 - val_loss: 158014.1175 - val_mean_absolute_error: 375.8808
Epoch 3274/5000
148/148 [==============================] - 0s 27us/step - loss: 94378.4453 - mean_absolute_error: 263.3685 - val_loss: 158013.3810 - val_mean_absolute_error: 375.8798
Epoch 3275/5000
148/148 [==============================] - 0s 34us/step - loss: 94377.9219 - mean_absolute_error: 263.3675 - val_loss: 158012.6288 - val_mean_absolute_error: 375.8789
Epoch 3276/5000
148/148 [==============================] - 0s 34us/step - loss: 94377.3906 - mean_absolute_error: 263.3665 - val_loss: 158011.8767 - val_mean_absolute_error: 375.8779
Epoch 3277/5000
148/148 [==============================] - 0s 27us/step - loss: 94376.8750 - mean_absolute_error: 263.3655 - val_loss: 158011.1250 - val_mean_absolute_error: 375.8769
Epoch 3278/5000
148/148 [==============================] - 0s 27us/step - loss: 94376.3516 - mean_absolute_error: 263.3645 - val_loss: 158010.3725 - val_mean_absolute_error: 375.8759
Epoch 3279/5000
148/148 [==============================] - 0s 34us/step - loss: 94375.8281 - mean_absolute_error: 263.3635 - val_loss: 158009.6204 - val_mean_absolute_error: 375.8750
Epoch 3280/5000
148/148 [==============================] - 0s 34us/step - loss: 94375.2891 - mean_absolute_error: 263.3625 - val_loss: 158008.8840 - val_mean_absolute_error: 375.8740
Epoch 3281/5000
148/148 [==============================] - 0s 34us/step - loss: 94374.7734 - mean_absolute_error: 263.3615 - val_loss: 158008.1162 - val_mean_absolute_error: 375.8731
Epoch 3282/5000
148/148 [==============================] - 0s 27us/step - loss: 94374.2422 - mean_absolute_error: 263.3605 - val_loss: 158007.3796 - val_mean_absolute_error: 375.8721
Epoch 3283/5000
148/148 [==============================] - 0s 27us/step - loss: 94373.7188 - mean_absolute_error: 263.3595 - val_loss: 158006.6277 - val_mean_absolute_error: 375.8711
Epoch 3284/5000
148/148 [==============================] - 0s 34us/step - loss: 94373.2031 - mean_absolute_error: 263.3585 - val_loss: 158005.8908 - val_mean_absolute_error: 375.8701
Epoch 3285/5000
148/148 [==============================] - 0s 27us/step - loss: 94372.6719 - mean_absolute_error: 263.3575 - val_loss: 158005.1233 - val_mean_absolute_error: 375.8691
Epoch 3286/5000
148/148 [==============================] - 0s 34us/step - loss: 94372.1406 - mean_absolute_error: 263.3565 - val_loss: 158004.3869 - val_mean_absolute_error: 375.8682
Epoch 3287/5000
148/148 [==============================] - 0s 34us/step - loss: 94371.6172 - mean_absolute_error: 263.3555 - val_loss: 158003.6346 - val_mean_absolute_error: 375.8672
Epoch 3288/5000
148/148 [==============================] - 0s 27us/step - loss: 94371.0938 - mean_absolute_error: 263.3546 - val_loss: 158002.8979 - val_mean_absolute_error: 375.8662
Epoch 3289/5000
148/148 [==============================] - 0s 34us/step - loss: 94370.5703 - mean_absolute_error: 263.3535 - val_loss: 158002.1460 - val_mean_absolute_error: 375.8653
Epoch 3290/5000
148/148 [==============================] - 0s 34us/step - loss: 94370.0547 - mean_absolute_error: 263.3525 - val_loss: 158001.3937 - val_mean_absolute_error: 375.8643
Epoch 3291/5000
148/148 [==============================] - 0s 27us/step - loss: 94369.5234 - mean_absolute_error: 263.3515 - val_loss: 158000.6263 - val_mean_absolute_error: 375.8633
Epoch 3292/5000
148/148 [==============================] - 0s 27us/step - loss: 94368.9922 - mean_absolute_error: 263.3505 - val_loss: 157999.8896 - val_mean_absolute_error: 375.8624
Epoch 3293/5000
148/148 [==============================] - 0s 34us/step - loss: 94368.4766 - mean_absolute_error: 263.3495 - val_loss: 157999.1375 - val_mean_absolute_error: 375.8614
Epoch 3294/5000
148/148 [==============================] - 0s 27us/step - loss: 94367.9453 - mean_absolute_error: 263.3485 - val_loss: 157998.3854 - val_mean_absolute_error: 375.8604
Epoch 3295/5000
148/148 [==============================] - 0s 34us/step - loss: 94367.4141 - mean_absolute_error: 263.3476 - val_loss: 157997.6490 - val_mean_absolute_error: 375.8594
Epoch 3296/5000
148/148 [==============================] - 0s 34us/step - loss: 94366.8906 - mean_absolute_error: 263.3466 - val_loss: 157996.8813 - val_mean_absolute_error: 375.8584
Epoch 3297/5000
148/148 [==============================] - 0s 41us/step - loss: 94366.3672 - mean_absolute_error: 263.3456 - val_loss: 157996.1446 - val_mean_absolute_error: 375.8575
Epoch 3298/5000
148/148 [==============================] - 0s 34us/step - loss: 94365.8359 - mean_absolute_error: 263.3446 - val_loss: 157995.3927 - val_mean_absolute_error: 375.8566
Epoch 3299/5000
148/148 [==============================] - 0s 34us/step - loss: 94365.3281 - mean_absolute_error: 263.3436 - val_loss: 157994.6404 - val_mean_absolute_error: 375.8556
Epoch 3300/5000
148/148 [==============================] - 0s 27us/step - loss: 94364.7969 - mean_absolute_error: 263.3426 - val_loss: 157993.8729 - val_mean_absolute_error: 375.8546
Epoch 3301/5000
148/148 [==============================] - 0s 34us/step - loss: 94364.2734 - mean_absolute_error: 263.3416 - val_loss: 157993.1517 - val_mean_absolute_error: 375.8536
Epoch 3302/5000
148/148 [==============================] - 0s 27us/step - loss: 94363.7500 - mean_absolute_error: 263.3406 - val_loss: 157992.3842 - val_mean_absolute_error: 375.8526
Epoch 3303/5000
148/148 [==============================] - 0s 34us/step - loss: 94363.2188 - mean_absolute_error: 263.3395 - val_loss: 157991.6475 - val_mean_absolute_error: 375.8517
Epoch 3304/5000
148/148 [==============================] - 0s 27us/step - loss: 94362.6797 - mean_absolute_error: 263.3386 - val_loss: 157990.9110 - val_mean_absolute_error: 375.8507
Epoch 3305/5000
148/148 [==============================] - 0s 27us/step - loss: 94362.1719 - mean_absolute_error: 263.3376 - val_loss: 157990.1588 - val_mean_absolute_error: 375.8498
Epoch 3306/5000
148/148 [==============================] - 0s 34us/step - loss: 94361.6406 - mean_absolute_error: 263.3366 - val_loss: 157989.3910 - val_mean_absolute_error: 375.8487
Epoch 3307/5000
148/148 [==============================] - 0s 34us/step - loss: 94361.1172 - mean_absolute_error: 263.3356 - val_loss: 157988.6546 - val_mean_absolute_error: 375.8478
Epoch 3308/5000
148/148 [==============================] - 0s 27us/step - loss: 94360.6016 - mean_absolute_error: 263.3346 - val_loss: 157987.9025 - val_mean_absolute_error: 375.8468
Epoch 3309/5000
148/148 [==============================] - 0s 27us/step - loss: 94360.0703 - mean_absolute_error: 263.3336 - val_loss: 157987.1504 - val_mean_absolute_error: 375.8458
Epoch 3310/5000
148/148 [==============================] - 0s 34us/step - loss: 94359.5391 - mean_absolute_error: 263.3326 - val_loss: 157986.4138 - val_mean_absolute_error: 375.8449
Epoch 3311/5000
148/148 [==============================] - 0s 27us/step - loss: 94359.0234 - mean_absolute_error: 263.3316 - val_loss: 157985.6617 - val_mean_absolute_error: 375.8439
Epoch 3312/5000
148/148 [==============================] - 0s 41us/step - loss: 94358.5000 - mean_absolute_error: 263.3306 - val_loss: 157984.9096 - val_mean_absolute_error: 375.8429
Epoch 3313/5000
148/148 [==============================] - 0s 34us/step - loss: 94357.9688 - mean_absolute_error: 263.3296 - val_loss: 157984.1575 - val_mean_absolute_error: 375.8419
Epoch 3314/5000
148/148 [==============================] - 0s 20us/step - loss: 94357.4453 - mean_absolute_error: 263.3286 - val_loss: 157983.4054 - val_mean_absolute_error: 375.8410
Epoch 3315/5000
148/148 [==============================] - 0s 34us/step - loss: 94356.9219 - mean_absolute_error: 263.3276 - val_loss: 157982.6377 - val_mean_absolute_error: 375.8400
Epoch 3316/5000
148/148 [==============================] - 0s 34us/step - loss: 94356.3906 - mean_absolute_error: 263.3266 - val_loss: 157981.9321 - val_mean_absolute_error: 375.8390
Epoch 3317/5000
148/148 [==============================] - 0s 27us/step - loss: 94355.8750 - mean_absolute_error: 263.3256 - val_loss: 157981.1646 - val_mean_absolute_error: 375.8381
Epoch 3318/5000
148/148 [==============================] - 0s 27us/step - loss: 94355.3438 - mean_absolute_error: 263.3246 - val_loss: 157980.4125 - val_mean_absolute_error: 375.8371
Epoch 3319/5000
148/148 [==============================] - 0s 34us/step - loss: 94354.8203 - mean_absolute_error: 263.3236 - val_loss: 157979.6913 - val_mean_absolute_error: 375.8362
Epoch 3320/5000
148/148 [==============================] - 0s 34us/step - loss: 94354.3125 - mean_absolute_error: 263.3226 - val_loss: 157978.9083 - val_mean_absolute_error: 375.8352
Epoch 3321/5000
148/148 [==============================] - 0s 27us/step - loss: 94353.7734 - mean_absolute_error: 263.3216 - val_loss: 157978.1560 - val_mean_absolute_error: 375.8342
Epoch 3322/5000
148/148 [==============================] - 0s 34us/step - loss: 94353.2344 - mean_absolute_error: 263.3206 - val_loss: 157977.4196 - val_mean_absolute_error: 375.8333
Epoch 3323/5000
148/148 [==============================] - 0s 27us/step - loss: 94352.7188 - mean_absolute_error: 263.3196 - val_loss: 157976.6675 - val_mean_absolute_error: 375.8323
Epoch 3324/5000
148/148 [==============================] - 0s 27us/step - loss: 94352.1953 - mean_absolute_error: 263.3187 - val_loss: 157975.9152 - val_mean_absolute_error: 375.8313
Epoch 3325/5000
148/148 [==============================] - 0s 41us/step - loss: 94351.6719 - mean_absolute_error: 263.3177 - val_loss: 157975.1787 - val_mean_absolute_error: 375.8304
Epoch 3326/5000
148/148 [==============================] - 0s 34us/step - loss: 94351.1562 - mean_absolute_error: 263.3167 - val_loss: 157974.4113 - val_mean_absolute_error: 375.8294
Epoch 3327/5000
148/148 [==============================] - 0s 27us/step - loss: 94350.6172 - mean_absolute_error: 263.3156 - val_loss: 157973.6744 - val_mean_absolute_error: 375.8284
Epoch 3328/5000
148/148 [==============================] - 0s 27us/step - loss: 94350.0859 - mean_absolute_error: 263.3147 - val_loss: 157972.9225 - val_mean_absolute_error: 375.8275
Epoch 3329/5000
148/148 [==============================] - 0s 27us/step - loss: 94349.5781 - mean_absolute_error: 263.3137 - val_loss: 157972.1858 - val_mean_absolute_error: 375.8265
Epoch 3330/5000
148/148 [==============================] - 0s 34us/step - loss: 94349.0391 - mean_absolute_error: 263.3127 - val_loss: 157971.4181 - val_mean_absolute_error: 375.8255
Epoch 3331/5000
148/148 [==============================] - 0s 47us/step - loss: 94348.5234 - mean_absolute_error: 263.3117 - val_loss: 157970.6817 - val_mean_absolute_error: 375.8246
Epoch 3332/5000
148/148 [==============================] - 0s 34us/step - loss: 94348.0000 - mean_absolute_error: 263.3107 - val_loss: 157969.9294 - val_mean_absolute_error: 375.8235
Epoch 3333/5000
148/148 [==============================] - 0s 41us/step - loss: 94347.4609 - mean_absolute_error: 263.3097 - val_loss: 157969.1617 - val_mean_absolute_error: 375.8225
Epoch 3334/5000
148/148 [==============================] - 0s 34us/step - loss: 94346.9453 - mean_absolute_error: 263.3087 - val_loss: 157968.4254 - val_mean_absolute_error: 375.8216
Epoch 3335/5000
148/148 [==============================] - 0s 20us/step - loss: 94346.4219 - mean_absolute_error: 263.3077 - val_loss: 157967.6888 - val_mean_absolute_error: 375.8206
Epoch 3336/5000
148/148 [==============================] - 0s 27us/step - loss: 94345.8906 - mean_absolute_error: 263.3067 - val_loss: 157966.9056 - val_mean_absolute_error: 375.8196
Epoch 3337/5000
148/148 [==============================] - 0s 34us/step - loss: 94345.3594 - mean_absolute_error: 263.3057 - val_loss: 157966.1846 - val_mean_absolute_error: 375.8187
Epoch 3338/5000
148/148 [==============================] - 0s 27us/step - loss: 94344.8516 - mean_absolute_error: 263.3046 - val_loss: 157965.4169 - val_mean_absolute_error: 375.8177
Epoch 3339/5000
148/148 [==============================] - 0s 27us/step - loss: 94344.3203 - mean_absolute_error: 263.3036 - val_loss: 157964.6800 - val_mean_absolute_error: 375.8167
Epoch 3340/5000
148/148 [==============================] - 0s 27us/step - loss: 94343.7891 - mean_absolute_error: 263.3027 - val_loss: 157963.9438 - val_mean_absolute_error: 375.8158
Epoch 3341/5000
148/148 [==============================] - 0s 34us/step - loss: 94343.2734 - mean_absolute_error: 263.3017 - val_loss: 157963.1762 - val_mean_absolute_error: 375.8148
Epoch 3342/5000
148/148 [==============================] - 0s 34us/step - loss: 94342.7422 - mean_absolute_error: 263.3007 - val_loss: 157962.4550 - val_mean_absolute_error: 375.8138
Epoch 3343/5000
148/148 [==============================] - 0s 34us/step - loss: 94342.2266 - mean_absolute_error: 263.2997 - val_loss: 157961.6875 - val_mean_absolute_error: 375.8129
Epoch 3344/5000
148/148 [==============================] - 0s 34us/step - loss: 94341.6875 - mean_absolute_error: 263.2987 - val_loss: 157960.9352 - val_mean_absolute_error: 375.8119
Epoch 3345/5000
148/148 [==============================] - 0s 27us/step - loss: 94341.1719 - mean_absolute_error: 263.2977 - val_loss: 157960.1988 - val_mean_absolute_error: 375.8109
Epoch 3346/5000
148/148 [==============================] - 0s 27us/step - loss: 94340.6484 - mean_absolute_error: 263.2967 - val_loss: 157959.4467 - val_mean_absolute_error: 375.8100
Epoch 3347/5000
148/148 [==============================] - 0s 34us/step - loss: 94340.1250 - mean_absolute_error: 263.2957 - val_loss: 157958.6790 - val_mean_absolute_error: 375.8090
Epoch 3348/5000
148/148 [==============================] - 0s 34us/step - loss: 94339.5938 - mean_absolute_error: 263.2947 - val_loss: 157957.9579 - val_mean_absolute_error: 375.8080
Epoch 3349/5000
148/148 [==============================] - 0s 34us/step - loss: 94339.0781 - mean_absolute_error: 263.2938 - val_loss: 157957.1904 - val_mean_absolute_error: 375.8071
Epoch 3350/5000
148/148 [==============================] - 0s 27us/step - loss: 94338.5547 - mean_absolute_error: 263.2928 - val_loss: 157956.4537 - val_mean_absolute_error: 375.8061
Epoch 3351/5000
148/148 [==============================] - 0s 27us/step - loss: 94338.0234 - mean_absolute_error: 263.2917 - val_loss: 157955.7017 - val_mean_absolute_error: 375.8051
Epoch 3352/5000
148/148 [==============================] - 0s 34us/step - loss: 94337.5000 - mean_absolute_error: 263.2907 - val_loss: 157954.9496 - val_mean_absolute_error: 375.8041
Epoch 3353/5000
148/148 [==============================] - 0s 27us/step - loss: 94336.9766 - mean_absolute_error: 263.2897 - val_loss: 157954.1973 - val_mean_absolute_error: 375.8032
Epoch 3354/5000
148/148 [==============================] - 0s 34us/step - loss: 94336.4453 - mean_absolute_error: 263.2888 - val_loss: 157953.4454 - val_mean_absolute_error: 375.8022
Epoch 3355/5000
148/148 [==============================] - 0s 34us/step - loss: 94335.9297 - mean_absolute_error: 263.2878 - val_loss: 157952.6933 - val_mean_absolute_error: 375.8012
Epoch 3356/5000
148/148 [==============================] - 0s 34us/step - loss: 94335.3984 - mean_absolute_error: 263.2867 - val_loss: 157951.9565 - val_mean_absolute_error: 375.8002
Epoch 3357/5000
148/148 [==============================] - 0s 27us/step - loss: 94334.8672 - mean_absolute_error: 263.2857 - val_loss: 157951.2046 - val_mean_absolute_error: 375.7992
Epoch 3358/5000
148/148 [==============================] - 0s 34us/step - loss: 94334.3516 - mean_absolute_error: 263.2847 - val_loss: 157950.4525 - val_mean_absolute_error: 375.7983
Epoch 3359/5000
148/148 [==============================] - 0s 34us/step - loss: 94333.8281 - mean_absolute_error: 263.2837 - val_loss: 157949.7002 - val_mean_absolute_error: 375.7973
Epoch 3360/5000
148/148 [==============================] - 0s 34us/step - loss: 94333.2812 - mean_absolute_error: 263.2827 - val_loss: 157948.9483 - val_mean_absolute_error: 375.7963
Epoch 3361/5000
148/148 [==============================] - 0s 41us/step - loss: 94332.7734 - mean_absolute_error: 263.2818 - val_loss: 157948.2271 - val_mean_absolute_error: 375.7953
Epoch 3362/5000
148/148 [==============================] - 0s 27us/step - loss: 94332.2500 - mean_absolute_error: 263.2807 - val_loss: 157947.4594 - val_mean_absolute_error: 375.7944
Epoch 3363/5000
148/148 [==============================] - 0s 34us/step - loss: 94331.7188 - mean_absolute_error: 263.2797 - val_loss: 157946.7075 - val_mean_absolute_error: 375.7934
Epoch 3364/5000
148/148 [==============================] - 0s 34us/step - loss: 94331.2031 - mean_absolute_error: 263.2787 - val_loss: 157945.9554 - val_mean_absolute_error: 375.7925
Epoch 3365/5000
148/148 [==============================] - 0s 34us/step - loss: 94330.6719 - mean_absolute_error: 263.2777 - val_loss: 157945.2029 - val_mean_absolute_error: 375.7915
Epoch 3366/5000
148/148 [==============================] - 0s 68us/step - loss: 94330.1406 - mean_absolute_error: 263.2768 - val_loss: 157944.4667 - val_mean_absolute_error: 375.7906
Epoch 3367/5000
148/148 [==============================] - 0s 41us/step - loss: 94329.6328 - mean_absolute_error: 263.2758 - val_loss: 157943.7300 - val_mean_absolute_error: 375.7896
Epoch 3368/5000
148/148 [==============================] - 0s 27us/step - loss: 94329.1016 - mean_absolute_error: 263.2748 - val_loss: 157942.9469 - val_mean_absolute_error: 375.7886
Epoch 3369/5000
148/148 [==============================] - 0s 34us/step - loss: 94328.5703 - mean_absolute_error: 263.2738 - val_loss: 157942.2258 - val_mean_absolute_error: 375.7876
Epoch 3370/5000
148/148 [==============================] - 0s 27us/step - loss: 94328.0547 - mean_absolute_error: 263.2728 - val_loss: 157941.4581 - val_mean_absolute_error: 375.7867
Epoch 3371/5000
148/148 [==============================] - 0s 34us/step - loss: 94327.5234 - mean_absolute_error: 263.2718 - val_loss: 157940.7058 - val_mean_absolute_error: 375.7858
Epoch 3372/5000
148/148 [==============================] - 0s 34us/step - loss: 94326.9922 - mean_absolute_error: 263.2708 - val_loss: 157939.9850 - val_mean_absolute_error: 375.7848
Epoch 3373/5000
148/148 [==============================] - 0s 34us/step - loss: 94326.4766 - mean_absolute_error: 263.2698 - val_loss: 157939.2175 - val_mean_absolute_error: 375.7838
Epoch 3374/5000
148/148 [==============================] - 0s 34us/step - loss: 94325.9531 - mean_absolute_error: 263.2688 - val_loss: 157938.4652 - val_mean_absolute_error: 375.7828
Epoch 3375/5000
148/148 [==============================] - 0s 27us/step - loss: 94325.4219 - mean_absolute_error: 263.2678 - val_loss: 157937.7133 - val_mean_absolute_error: 375.7818
Epoch 3376/5000
148/148 [==============================] - 0s 34us/step - loss: 94324.9062 - mean_absolute_error: 263.2668 - val_loss: 157936.9612 - val_mean_absolute_error: 375.7809
Epoch 3377/5000
148/148 [==============================] - 0s 34us/step - loss: 94324.3750 - mean_absolute_error: 263.2658 - val_loss: 157936.2090 - val_mean_absolute_error: 375.7799
Epoch 3378/5000
148/148 [==============================] - 0s 41us/step - loss: 94323.8516 - mean_absolute_error: 263.2648 - val_loss: 157935.4879 - val_mean_absolute_error: 375.7789
Epoch 3379/5000
148/148 [==============================] - 0s 27us/step - loss: 94323.3281 - mean_absolute_error: 263.2638 - val_loss: 157934.7202 - val_mean_absolute_error: 375.7780
Epoch 3380/5000
148/148 [==============================] - 0s 20us/step - loss: 94322.7969 - mean_absolute_error: 263.2628 - val_loss: 157933.9833 - val_mean_absolute_error: 375.7770
Epoch 3381/5000
148/148 [==============================] - 0s 34us/step - loss: 94322.2734 - mean_absolute_error: 263.2618 - val_loss: 157933.2162 - val_mean_absolute_error: 375.7760
Epoch 3382/5000
148/148 [==============================] - 0s 27us/step - loss: 94321.7500 - mean_absolute_error: 263.2608 - val_loss: 157932.4796 - val_mean_absolute_error: 375.7750
Epoch 3383/5000
148/148 [==============================] - 0s 34us/step - loss: 94321.2266 - mean_absolute_error: 263.2599 - val_loss: 157931.7119 - val_mean_absolute_error: 375.7740
Epoch 3384/5000
148/148 [==============================] - 0s 34us/step - loss: 94320.6953 - mean_absolute_error: 263.2589 - val_loss: 157930.9908 - val_mean_absolute_error: 375.7731
Epoch 3385/5000
148/148 [==============================] - 0s 27us/step - loss: 94320.1797 - mean_absolute_error: 263.2579 - val_loss: 157930.2385 - val_mean_absolute_error: 375.7721
Epoch 3386/5000
148/148 [==============================] - 0s 34us/step - loss: 94319.6562 - mean_absolute_error: 263.2568 - val_loss: 157929.4862 - val_mean_absolute_error: 375.7711
Epoch 3387/5000
148/148 [==============================] - 0s 27us/step - loss: 94319.1172 - mean_absolute_error: 263.2558 - val_loss: 157928.7346 - val_mean_absolute_error: 375.7702
Epoch 3388/5000
148/148 [==============================] - 0s 27us/step - loss: 94318.6094 - mean_absolute_error: 263.2548 - val_loss: 157927.9825 - val_mean_absolute_error: 375.7692
Epoch 3389/5000
148/148 [==============================] - 0s 27us/step - loss: 94318.0781 - mean_absolute_error: 263.2538 - val_loss: 157927.2300 - val_mean_absolute_error: 375.7682
Epoch 3390/5000
148/148 [==============================] - 0s 27us/step - loss: 94317.5547 - mean_absolute_error: 263.2528 - val_loss: 157926.4783 - val_mean_absolute_error: 375.7673
Epoch 3391/5000
148/148 [==============================] - 0s 34us/step - loss: 94317.0234 - mean_absolute_error: 263.2519 - val_loss: 157925.7415 - val_mean_absolute_error: 375.7663
Epoch 3392/5000
148/148 [==============================] - 0s 27us/step - loss: 94316.5000 - mean_absolute_error: 263.2509 - val_loss: 157924.9892 - val_mean_absolute_error: 375.7653
Epoch 3393/5000
148/148 [==============================] - 0s 34us/step - loss: 94315.9766 - mean_absolute_error: 263.2498 - val_loss: 157924.2529 - val_mean_absolute_error: 375.7644
Epoch 3394/5000
148/148 [==============================] - 0s 34us/step - loss: 94315.4531 - mean_absolute_error: 263.2489 - val_loss: 157923.4852 - val_mean_absolute_error: 375.7634
Epoch 3395/5000
148/148 [==============================] - 0s 34us/step - loss: 94314.9219 - mean_absolute_error: 263.2479 - val_loss: 157922.7329 - val_mean_absolute_error: 375.7624
Epoch 3396/5000
148/148 [==============================] - 0s 27us/step - loss: 94314.3984 - mean_absolute_error: 263.2469 - val_loss: 157921.9967 - val_mean_absolute_error: 375.7615
Epoch 3397/5000
148/148 [==============================] - 0s 41us/step - loss: 94313.8828 - mean_absolute_error: 263.2459 - val_loss: 157921.2446 - val_mean_absolute_error: 375.7605
Epoch 3398/5000
148/148 [==============================] - 0s 27us/step - loss: 94313.3516 - mean_absolute_error: 263.2449 - val_loss: 157920.4921 - val_mean_absolute_error: 375.7595
Epoch 3399/5000
148/148 [==============================] - 0s 34us/step - loss: 94312.8281 - mean_absolute_error: 263.2438 - val_loss: 157919.7404 - val_mean_absolute_error: 375.7585
Epoch 3400/5000
148/148 [==============================] - 0s 27us/step - loss: 94312.3125 - mean_absolute_error: 263.2429 - val_loss: 157918.9881 - val_mean_absolute_error: 375.7576
Epoch 3401/5000
148/148 [==============================] - 0s 27us/step - loss: 94311.7734 - mean_absolute_error: 263.2419 - val_loss: 157918.2513 - val_mean_absolute_error: 375.7566
Epoch 3402/5000
148/148 [==============================] - 0s 27us/step - loss: 94311.2500 - mean_absolute_error: 263.2409 - val_loss: 157917.4996 - val_mean_absolute_error: 375.7557
Epoch 3403/5000
148/148 [==============================] - 0s 34us/step - loss: 94310.7422 - mean_absolute_error: 263.2399 - val_loss: 157916.7473 - val_mean_absolute_error: 375.7546
Epoch 3404/5000
148/148 [==============================] - 0s 27us/step - loss: 94310.2109 - mean_absolute_error: 263.2389 - val_loss: 157915.9950 - val_mean_absolute_error: 375.7536
Epoch 3405/5000
148/148 [==============================] - 0s 34us/step - loss: 94309.6719 - mean_absolute_error: 263.2379 - val_loss: 157915.2433 - val_mean_absolute_error: 375.7527
Epoch 3406/5000
148/148 [==============================] - 0s 27us/step - loss: 94309.1641 - mean_absolute_error: 263.2369 - val_loss: 157914.5065 - val_mean_absolute_error: 375.7517
Epoch 3407/5000
148/148 [==============================] - 0s 27us/step - loss: 94308.6328 - mean_absolute_error: 263.2359 - val_loss: 157913.7546 - val_mean_absolute_error: 375.7508
Epoch 3408/5000
148/148 [==============================] - 0s 27us/step - loss: 94308.1094 - mean_absolute_error: 263.2349 - val_loss: 157913.0025 - val_mean_absolute_error: 375.7498
Epoch 3409/5000
148/148 [==============================] - 0s 41us/step - loss: 94307.5859 - mean_absolute_error: 263.2339 - val_loss: 157912.2502 - val_mean_absolute_error: 375.7488
Epoch 3410/5000
148/148 [==============================] - 0s 27us/step - loss: 94307.0547 - mean_absolute_error: 263.2329 - val_loss: 157911.5292 - val_mean_absolute_error: 375.7478
Epoch 3411/5000
148/148 [==============================] - 0s 27us/step - loss: 94306.5391 - mean_absolute_error: 263.2319 - val_loss: 157910.7617 - val_mean_absolute_error: 375.7469
Epoch 3412/5000
148/148 [==============================] - 0s 34us/step - loss: 94306.0078 - mean_absolute_error: 263.2309 - val_loss: 157910.0094 - val_mean_absolute_error: 375.7459
Epoch 3413/5000
148/148 [==============================] - 0s 34us/step - loss: 94305.4766 - mean_absolute_error: 263.2299 - val_loss: 157909.2575 - val_mean_absolute_error: 375.7449
Epoch 3414/5000
148/148 [==============================] - 0s 34us/step - loss: 94304.9688 - mean_absolute_error: 263.2289 - val_loss: 157908.5208 - val_mean_absolute_error: 375.7440
Epoch 3415/5000
148/148 [==============================] - 0s 34us/step - loss: 94304.4297 - mean_absolute_error: 263.2279 - val_loss: 157907.7531 - val_mean_absolute_error: 375.7430
Epoch 3416/5000
148/148 [==============================] - 0s 20us/step - loss: 94303.9062 - mean_absolute_error: 263.2269 - val_loss: 157907.0167 - val_mean_absolute_error: 375.7421
Epoch 3417/5000
148/148 [==============================] - 0s 34us/step - loss: 94303.3828 - mean_absolute_error: 263.2260 - val_loss: 157906.2800 - val_mean_absolute_error: 375.7411
Epoch 3418/5000
148/148 [==============================] - 0s 34us/step - loss: 94302.8672 - mean_absolute_error: 263.2249 - val_loss: 157905.5121 - val_mean_absolute_error: 375.7401
Epoch 3419/5000
148/148 [==============================] - 0s 27us/step - loss: 94302.3281 - mean_absolute_error: 263.2240 - val_loss: 157904.7758 - val_mean_absolute_error: 375.7392
Epoch 3420/5000
148/148 [==============================] - 0s 34us/step - loss: 94301.8125 - mean_absolute_error: 263.2230 - val_loss: 157904.0083 - val_mean_absolute_error: 375.7382
Epoch 3421/5000
148/148 [==============================] - 0s 34us/step - loss: 94301.2891 - mean_absolute_error: 263.2220 - val_loss: 157903.2560 - val_mean_absolute_error: 375.7372
Epoch 3422/5000
148/148 [==============================] - 0s 27us/step - loss: 94300.7578 - mean_absolute_error: 263.2210 - val_loss: 157902.5350 - val_mean_absolute_error: 375.7363
Epoch 3423/5000
148/148 [==============================] - 0s 27us/step - loss: 94300.2422 - mean_absolute_error: 263.2200 - val_loss: 157901.7675 - val_mean_absolute_error: 375.7353
Epoch 3424/5000
148/148 [==============================] - 0s 34us/step - loss: 94299.7109 - mean_absolute_error: 263.2190 - val_loss: 157901.0152 - val_mean_absolute_error: 375.7343
Epoch 3425/5000
148/148 [==============================] - 0s 27us/step - loss: 94299.1875 - mean_absolute_error: 263.2180 - val_loss: 157900.2787 - val_mean_absolute_error: 375.7333
Epoch 3426/5000
148/148 [==============================] - 0s 34us/step - loss: 94298.6719 - mean_absolute_error: 263.2169 - val_loss: 157899.5113 - val_mean_absolute_error: 375.7324
Epoch 3427/5000
148/148 [==============================] - 0s 41us/step - loss: 94298.1328 - mean_absolute_error: 263.2160 - val_loss: 157898.7588 - val_mean_absolute_error: 375.7314
Epoch 3428/5000
148/148 [==============================] - 0s 34us/step - loss: 94297.6094 - mean_absolute_error: 263.2150 - val_loss: 157898.0379 - val_mean_absolute_error: 375.7305
Epoch 3429/5000
148/148 [==============================] - 0s 34us/step - loss: 94297.0938 - mean_absolute_error: 263.2140 - val_loss: 157897.2858 - val_mean_absolute_error: 375.7294
Epoch 3430/5000
148/148 [==============================] - 0s 27us/step - loss: 94296.5703 - mean_absolute_error: 263.2130 - val_loss: 157896.5335 - val_mean_absolute_error: 375.7285
Epoch 3431/5000
148/148 [==============================] - 0s 27us/step - loss: 94296.0234 - mean_absolute_error: 263.2120 - val_loss: 157895.7971 - val_mean_absolute_error: 375.7275
Epoch 3432/5000
148/148 [==============================] - 0s 34us/step - loss: 94295.5156 - mean_absolute_error: 263.2110 - val_loss: 157895.0294 - val_mean_absolute_error: 375.7265
Epoch 3433/5000
148/148 [==============================] - 0s 34us/step - loss: 94294.9922 - mean_absolute_error: 263.2100 - val_loss: 157894.2771 - val_mean_absolute_error: 375.7255
Epoch 3434/5000
148/148 [==============================] - 0s 34us/step - loss: 94294.4688 - mean_absolute_error: 263.2090 - val_loss: 157893.5408 - val_mean_absolute_error: 375.7246
Epoch 3435/5000
148/148 [==============================] - 0s 34us/step - loss: 94293.9453 - mean_absolute_error: 263.2079 - val_loss: 157892.7888 - val_mean_absolute_error: 375.7236
Epoch 3436/5000
148/148 [==============================] - 0s 27us/step - loss: 94293.4219 - mean_absolute_error: 263.2070 - val_loss: 157892.0365 - val_mean_absolute_error: 375.7226
Epoch 3437/5000
148/148 [==============================] - 0s 27us/step - loss: 94292.8828 - mean_absolute_error: 263.2060 - val_loss: 157891.3000 - val_mean_absolute_error: 375.7217
Epoch 3438/5000
148/148 [==============================] - 0s 27us/step - loss: 94292.3750 - mean_absolute_error: 263.2050 - val_loss: 157890.5325 - val_mean_absolute_error: 375.7207
Epoch 3439/5000
148/148 [==============================] - 0s 34us/step - loss: 94291.8359 - mean_absolute_error: 263.2040 - val_loss: 157889.7956 - val_mean_absolute_error: 375.7197
Epoch 3440/5000
148/148 [==============================] - 0s 27us/step - loss: 94291.3203 - mean_absolute_error: 263.2030 - val_loss: 157889.0438 - val_mean_absolute_error: 375.7187
Epoch 3441/5000
148/148 [==============================] - 0s 27us/step - loss: 94290.7969 - mean_absolute_error: 263.2020 - val_loss: 157888.2917 - val_mean_absolute_error: 375.7178
Epoch 3442/5000
148/148 [==============================] - 0s 34us/step - loss: 94290.2734 - mean_absolute_error: 263.2010 - val_loss: 157887.5546 - val_mean_absolute_error: 375.7168
Epoch 3443/5000
148/148 [==============================] - 0s 27us/step - loss: 94289.7344 - mean_absolute_error: 263.2000 - val_loss: 157886.8029 - val_mean_absolute_error: 375.7159
Epoch 3444/5000
148/148 [==============================] - 0s 34us/step - loss: 94289.2266 - mean_absolute_error: 263.1990 - val_loss: 157886.0508 - val_mean_absolute_error: 375.7149
Epoch 3445/5000
148/148 [==============================] - 0s 34us/step - loss: 94288.6953 - mean_absolute_error: 263.1981 - val_loss: 157885.2987 - val_mean_absolute_error: 375.7139
Epoch 3446/5000
148/148 [==============================] - 0s 27us/step - loss: 94288.1719 - mean_absolute_error: 263.1971 - val_loss: 157884.5621 - val_mean_absolute_error: 375.7129
Epoch 3447/5000
148/148 [==============================] - 0s 34us/step - loss: 94287.6406 - mean_absolute_error: 263.1960 - val_loss: 157883.8098 - val_mean_absolute_error: 375.7120
Epoch 3448/5000
148/148 [==============================] - 0s 34us/step - loss: 94287.1172 - mean_absolute_error: 263.1950 - val_loss: 157883.0579 - val_mean_absolute_error: 375.7110
Epoch 3449/5000
148/148 [==============================] - 0s 34us/step - loss: 94286.6094 - mean_absolute_error: 263.1940 - val_loss: 157882.3213 - val_mean_absolute_error: 375.7100
Epoch 3450/5000
148/148 [==============================] - 0s 34us/step - loss: 94286.0781 - mean_absolute_error: 263.1930 - val_loss: 157881.5537 - val_mean_absolute_error: 375.7091
Epoch 3451/5000
148/148 [==============================] - 0s 34us/step - loss: 94285.5469 - mean_absolute_error: 263.1920 - val_loss: 157880.8325 - val_mean_absolute_error: 375.7081
Epoch 3452/5000
148/148 [==============================] - 0s 27us/step - loss: 94285.0234 - mean_absolute_error: 263.1911 - val_loss: 157880.0496 - val_mean_absolute_error: 375.7071
Epoch 3453/5000
148/148 [==============================] - 0s 34us/step - loss: 94284.5000 - mean_absolute_error: 263.1900 - val_loss: 157879.3127 - val_mean_absolute_error: 375.7061
Epoch 3454/5000
148/148 [==============================] - 0s 20us/step - loss: 94283.9766 - mean_absolute_error: 263.1891 - val_loss: 157878.5608 - val_mean_absolute_error: 375.7051
Epoch 3455/5000
148/148 [==============================] - 0s 34us/step - loss: 94283.4531 - mean_absolute_error: 263.1881 - val_loss: 157877.8242 - val_mean_absolute_error: 375.7042
Epoch 3456/5000
148/148 [==============================] - 0s 34us/step - loss: 94282.9219 - mean_absolute_error: 263.1870 - val_loss: 157877.0567 - val_mean_absolute_error: 375.7032
Epoch 3457/5000
148/148 [==============================] - 0s 27us/step - loss: 94282.3906 - mean_absolute_error: 263.1861 - val_loss: 157876.3354 - val_mean_absolute_error: 375.7023
Epoch 3458/5000
148/148 [==============================] - 0s 34us/step - loss: 94281.8750 - mean_absolute_error: 263.1851 - val_loss: 157875.5525 - val_mean_absolute_error: 375.7013
Epoch 3459/5000
148/148 [==============================] - 0s 34us/step - loss: 94281.3516 - mean_absolute_error: 263.1840 - val_loss: 157874.8312 - val_mean_absolute_error: 375.7003
Epoch 3460/5000
148/148 [==============================] - 0s 34us/step - loss: 94280.8281 - mean_absolute_error: 263.1830 - val_loss: 157874.0792 - val_mean_absolute_error: 375.6993
Epoch 3461/5000
148/148 [==============================] - 0s 41us/step - loss: 94280.3047 - mean_absolute_error: 263.1821 - val_loss: 157873.3271 - val_mean_absolute_error: 375.6984
Epoch 3462/5000
148/148 [==============================] - 0s 27us/step - loss: 94279.7734 - mean_absolute_error: 263.1811 - val_loss: 157872.5748 - val_mean_absolute_error: 375.6974
Epoch 3463/5000
148/148 [==============================] - 0s 27us/step - loss: 94279.2578 - mean_absolute_error: 263.1801 - val_loss: 157871.8229 - val_mean_absolute_error: 375.6965
Epoch 3464/5000
148/148 [==============================] - 0s 34us/step - loss: 94278.7266 - mean_absolute_error: 263.1791 - val_loss: 157871.0708 - val_mean_absolute_error: 375.6955
Epoch 3465/5000
148/148 [==============================] - 0s 34us/step - loss: 94278.1953 - mean_absolute_error: 263.1781 - val_loss: 157870.3188 - val_mean_absolute_error: 375.6945
Epoch 3466/5000
148/148 [==============================] - 0s 34us/step - loss: 94277.6719 - mean_absolute_error: 263.1771 - val_loss: 157869.5667 - val_mean_absolute_error: 375.6936
Epoch 3467/5000
148/148 [==============================] - 0s 34us/step - loss: 94277.1562 - mean_absolute_error: 263.1761 - val_loss: 157868.8300 - val_mean_absolute_error: 375.6926
Epoch 3468/5000
148/148 [==============================] - 0s 27us/step - loss: 94276.6250 - mean_absolute_error: 263.1751 - val_loss: 157868.0777 - val_mean_absolute_error: 375.6916
Epoch 3469/5000
148/148 [==============================] - 0s 27us/step - loss: 94276.0938 - mean_absolute_error: 263.1741 - val_loss: 157867.3412 - val_mean_absolute_error: 375.6907
Epoch 3470/5000
148/148 [==============================] - 0s 41us/step - loss: 94275.5781 - mean_absolute_error: 263.1732 - val_loss: 157866.6046 - val_mean_absolute_error: 375.6897
Epoch 3471/5000
148/148 [==============================] - 0s 34us/step - loss: 94275.0547 - mean_absolute_error: 263.1722 - val_loss: 157865.8371 - val_mean_absolute_error: 375.6887
Epoch 3472/5000
148/148 [==============================] - 0s 34us/step - loss: 94274.5234 - mean_absolute_error: 263.1711 - val_loss: 157865.1004 - val_mean_absolute_error: 375.6877
Epoch 3473/5000
148/148 [==============================] - 0s 27us/step - loss: 94274.0156 - mean_absolute_error: 263.1701 - val_loss: 157864.3329 - val_mean_absolute_error: 375.6868
Epoch 3474/5000
148/148 [==============================] - 0s 27us/step - loss: 94273.4766 - mean_absolute_error: 263.1691 - val_loss: 157863.5808 - val_mean_absolute_error: 375.6858
Epoch 3475/5000
148/148 [==============================] - 0s 27us/step - loss: 94272.9453 - mean_absolute_error: 263.1682 - val_loss: 157862.8596 - val_mean_absolute_error: 375.6848
Epoch 3476/5000
148/148 [==============================] - 0s 27us/step - loss: 94272.4375 - mean_absolute_error: 263.1671 - val_loss: 157862.0921 - val_mean_absolute_error: 375.6839
Epoch 3477/5000
148/148 [==============================] - 0s 27us/step - loss: 94271.8984 - mean_absolute_error: 263.1662 - val_loss: 157861.3556 - val_mean_absolute_error: 375.6829
Epoch 3478/5000
148/148 [==============================] - 0s 34us/step - loss: 94271.3906 - mean_absolute_error: 263.1651 - val_loss: 157860.5879 - val_mean_absolute_error: 375.6818
Epoch 3479/5000
148/148 [==============================] - 0s 34us/step - loss: 94270.8672 - mean_absolute_error: 263.1642 - val_loss: 157859.8358 - val_mean_absolute_error: 375.6809
Epoch 3480/5000
148/148 [==============================] - 0s 34us/step - loss: 94270.3281 - mean_absolute_error: 263.1632 - val_loss: 157859.0996 - val_mean_absolute_error: 375.6799
Epoch 3481/5000
148/148 [==============================] - 0s 34us/step - loss: 94269.8281 - mean_absolute_error: 263.1622 - val_loss: 157858.3625 - val_mean_absolute_error: 375.6790
Epoch 3482/5000
148/148 [==============================] - 0s 27us/step - loss: 94269.2812 - mean_absolute_error: 263.1612 - val_loss: 157857.5796 - val_mean_absolute_error: 375.6780
Epoch 3483/5000
148/148 [==============================] - 0s 34us/step - loss: 94268.7578 - mean_absolute_error: 263.1602 - val_loss: 157856.8740 - val_mean_absolute_error: 375.6770
Epoch 3484/5000
148/148 [==============================] - 0s 34us/step - loss: 94268.2422 - mean_absolute_error: 263.1591 - val_loss: 157856.1063 - val_mean_absolute_error: 375.6761
Epoch 3485/5000
148/148 [==============================] - 0s 27us/step - loss: 94267.7188 - mean_absolute_error: 263.1581 - val_loss: 157855.3387 - val_mean_absolute_error: 375.6751
Epoch 3486/5000
148/148 [==============================] - 0s 27us/step - loss: 94267.1797 - mean_absolute_error: 263.1572 - val_loss: 157854.6177 - val_mean_absolute_error: 375.6741
Epoch 3487/5000
148/148 [==============================] - 0s 34us/step - loss: 94266.6719 - mean_absolute_error: 263.1562 - val_loss: 157853.8654 - val_mean_absolute_error: 375.6732
Epoch 3488/5000
148/148 [==============================] - 0s 27us/step - loss: 94266.1406 - mean_absolute_error: 263.1552 - val_loss: 157853.1133 - val_mean_absolute_error: 375.6722
Epoch 3489/5000
148/148 [==============================] - 0s 27us/step - loss: 94265.6172 - mean_absolute_error: 263.1542 - val_loss: 157852.3615 - val_mean_absolute_error: 375.6712
Epoch 3490/5000
148/148 [==============================] - 0s 27us/step - loss: 94265.0938 - mean_absolute_error: 263.1532 - val_loss: 157851.5938 - val_mean_absolute_error: 375.6703
Epoch 3491/5000
148/148 [==============================] - 0s 34us/step - loss: 94264.5625 - mean_absolute_error: 263.1522 - val_loss: 157850.8571 - val_mean_absolute_error: 375.6693
Epoch 3492/5000
148/148 [==============================] - 0s 27us/step - loss: 94264.0312 - mean_absolute_error: 263.1512 - val_loss: 157850.1206 - val_mean_absolute_error: 375.6683
Epoch 3493/5000
148/148 [==============================] - 0s 34us/step - loss: 94263.5234 - mean_absolute_error: 263.1502 - val_loss: 157849.3529 - val_mean_absolute_error: 375.6674
Epoch 3494/5000
148/148 [==============================] - 0s 27us/step - loss: 94262.9922 - mean_absolute_error: 263.1492 - val_loss: 157848.6162 - val_mean_absolute_error: 375.6664
Epoch 3495/5000
148/148 [==============================] - 0s 34us/step - loss: 94262.4609 - mean_absolute_error: 263.1483 - val_loss: 157847.8646 - val_mean_absolute_error: 375.6654
Epoch 3496/5000
148/148 [==============================] - 0s 41us/step - loss: 94261.9453 - mean_absolute_error: 263.1472 - val_loss: 157847.1275 - val_mean_absolute_error: 375.6644
Epoch 3497/5000
148/148 [==============================] - 0s 27us/step - loss: 94261.4219 - mean_absolute_error: 263.1462 - val_loss: 157846.3600 - val_mean_absolute_error: 375.6635
Epoch 3498/5000
148/148 [==============================] - 0s 34us/step - loss: 94260.8828 - mean_absolute_error: 263.1452 - val_loss: 157845.6235 - val_mean_absolute_error: 375.6625
Epoch 3499/5000
148/148 [==============================] - 0s 34us/step - loss: 94260.3750 - mean_absolute_error: 263.1442 - val_loss: 157844.8712 - val_mean_absolute_error: 375.6616
Epoch 3500/5000
148/148 [==============================] - 0s 27us/step - loss: 94259.8438 - mean_absolute_error: 263.1432 - val_loss: 157844.1192 - val_mean_absolute_error: 375.6605
Epoch 3501/5000
148/148 [==============================] - 0s 41us/step - loss: 94259.3203 - mean_absolute_error: 263.1422 - val_loss: 157843.3827 - val_mean_absolute_error: 375.6595
Epoch 3502/5000
148/148 [==============================] - 0s 41us/step - loss: 94258.8047 - mean_absolute_error: 263.1412 - val_loss: 157842.6304 - val_mean_absolute_error: 375.6586
Epoch 3503/5000
148/148 [==============================] - 0s 34us/step - loss: 94258.2734 - mean_absolute_error: 263.1402 - val_loss: 157841.8783 - val_mean_absolute_error: 375.6576
Epoch 3504/5000
148/148 [==============================] - 0s 34us/step - loss: 94257.7422 - mean_absolute_error: 263.1392 - val_loss: 157841.1419 - val_mean_absolute_error: 375.6566
Epoch 3505/5000
148/148 [==============================] - 0s 27us/step - loss: 94257.2266 - mean_absolute_error: 263.1382 - val_loss: 157840.3742 - val_mean_absolute_error: 375.6557
Epoch 3506/5000
148/148 [==============================] - 0s 34us/step - loss: 94256.6875 - mean_absolute_error: 263.1372 - val_loss: 157839.6375 - val_mean_absolute_error: 375.6547
Epoch 3507/5000
148/148 [==============================] - 0s 34us/step - loss: 94256.1641 - mean_absolute_error: 263.1362 - val_loss: 157838.9010 - val_mean_absolute_error: 375.6537
Epoch 3508/5000
148/148 [==============================] - 0s 27us/step - loss: 94255.6562 - mean_absolute_error: 263.1352 - val_loss: 157838.1333 - val_mean_absolute_error: 375.6528
Epoch 3509/5000
148/148 [==============================] - 0s 27us/step - loss: 94255.1250 - mean_absolute_error: 263.1342 - val_loss: 157837.3817 - val_mean_absolute_error: 375.6518
Epoch 3510/5000
148/148 [==============================] - 0s 34us/step - loss: 94254.6094 - mean_absolute_error: 263.1332 - val_loss: 157836.6450 - val_mean_absolute_error: 375.6508
Epoch 3511/5000
148/148 [==============================] - 0s 27us/step - loss: 94254.0781 - mean_absolute_error: 263.1322 - val_loss: 157835.8925 - val_mean_absolute_error: 375.6499
Epoch 3512/5000
148/148 [==============================] - 0s 20us/step - loss: 94253.5469 - mean_absolute_error: 263.1313 - val_loss: 157835.1562 - val_mean_absolute_error: 375.6489
Epoch 3513/5000
148/148 [==============================] - 0s 41us/step - loss: 94253.0234 - mean_absolute_error: 263.1302 - val_loss: 157834.4040 - val_mean_absolute_error: 375.6479
Epoch 3514/5000
148/148 [==============================] - 0s 27us/step - loss: 94252.5078 - mean_absolute_error: 263.1293 - val_loss: 157833.6363 - val_mean_absolute_error: 375.6470
Epoch 3515/5000
148/148 [==============================] - 0s 34us/step - loss: 94251.9688 - mean_absolute_error: 263.1283 - val_loss: 157832.9154 - val_mean_absolute_error: 375.6461
Epoch 3516/5000
148/148 [==============================] - 0s 34us/step - loss: 94251.4531 - mean_absolute_error: 263.1273 - val_loss: 157832.1633 - val_mean_absolute_error: 375.6451
Epoch 3517/5000
148/148 [==============================] - 0s 34us/step - loss: 94250.9297 - mean_absolute_error: 263.1263 - val_loss: 157831.3954 - val_mean_absolute_error: 375.6441
Epoch 3518/5000
148/148 [==============================] - 0s 34us/step - loss: 94250.3984 - mean_absolute_error: 263.1253 - val_loss: 157830.6592 - val_mean_absolute_error: 375.6431
Epoch 3519/5000
148/148 [==============================] - 0s 27us/step - loss: 94249.8828 - mean_absolute_error: 263.1243 - val_loss: 157829.9069 - val_mean_absolute_error: 375.6422
Epoch 3520/5000
148/148 [==============================] - 0s 34us/step - loss: 94249.3516 - mean_absolute_error: 263.1233 - val_loss: 157829.1546 - val_mean_absolute_error: 375.6412
Epoch 3521/5000
148/148 [==============================] - 0s 27us/step - loss: 94248.8281 - mean_absolute_error: 263.1223 - val_loss: 157828.4029 - val_mean_absolute_error: 375.6402
Epoch 3522/5000
148/148 [==============================] - 0s 34us/step - loss: 94248.3203 - mean_absolute_error: 263.1213 - val_loss: 157827.6506 - val_mean_absolute_error: 375.6392
Epoch 3523/5000
148/148 [==============================] - 0s 34us/step - loss: 94247.7812 - mean_absolute_error: 263.1203 - val_loss: 157826.9138 - val_mean_absolute_error: 375.6383
Epoch 3524/5000
148/148 [==============================] - 0s 34us/step - loss: 94247.2500 - mean_absolute_error: 263.1193 - val_loss: 157826.1621 - val_mean_absolute_error: 375.6373
Epoch 3525/5000
148/148 [==============================] - 0s 34us/step - loss: 94246.7344 - mean_absolute_error: 263.1183 - val_loss: 157825.3946 - val_mean_absolute_error: 375.6363
Epoch 3526/5000
148/148 [==============================] - 0s 34us/step - loss: 94246.2109 - mean_absolute_error: 263.1173 - val_loss: 157824.6731 - val_mean_absolute_error: 375.6353
Epoch 3527/5000
148/148 [==============================] - 0s 27us/step - loss: 94245.6797 - mean_absolute_error: 263.1163 - val_loss: 157823.9213 - val_mean_absolute_error: 375.6343
Epoch 3528/5000
148/148 [==============================] - 0s 27us/step - loss: 94245.1562 - mean_absolute_error: 263.1153 - val_loss: 157823.1844 - val_mean_absolute_error: 375.6334
Epoch 3529/5000
148/148 [==============================] - 0s 27us/step - loss: 94244.6406 - mean_absolute_error: 263.1143 - val_loss: 157822.4167 - val_mean_absolute_error: 375.6324
Epoch 3530/5000
148/148 [==============================] - 0s 27us/step - loss: 94244.1172 - mean_absolute_error: 263.1133 - val_loss: 157821.6804 - val_mean_absolute_error: 375.6314
Epoch 3531/5000
148/148 [==============================] - 0s 41us/step - loss: 94243.5859 - mean_absolute_error: 263.1124 - val_loss: 157820.9129 - val_mean_absolute_error: 375.6305
Epoch 3532/5000
148/148 [==============================] - 0s 27us/step - loss: 94243.0625 - mean_absolute_error: 263.1113 - val_loss: 157820.1760 - val_mean_absolute_error: 375.6295
Epoch 3533/5000
148/148 [==============================] - 0s 34us/step - loss: 94242.5391 - mean_absolute_error: 263.1103 - val_loss: 157819.4396 - val_mean_absolute_error: 375.6285
Epoch 3534/5000
148/148 [==============================] - 0s 34us/step - loss: 94242.0156 - mean_absolute_error: 263.1093 - val_loss: 157818.6719 - val_mean_absolute_error: 375.6276
Epoch 3535/5000
148/148 [==============================] - 0s 34us/step - loss: 94241.4844 - mean_absolute_error: 263.1083 - val_loss: 157817.9196 - val_mean_absolute_error: 375.6266
Epoch 3536/5000
148/148 [==============================] - 0s 27us/step - loss: 94240.9609 - mean_absolute_error: 263.1073 - val_loss: 157817.1988 - val_mean_absolute_error: 375.6256
Epoch 3537/5000
148/148 [==============================] - 0s 34us/step - loss: 94240.4453 - mean_absolute_error: 263.1064 - val_loss: 157816.4312 - val_mean_absolute_error: 375.6247
Epoch 3538/5000
148/148 [==============================] - 0s 34us/step - loss: 94239.9141 - mean_absolute_error: 263.1054 - val_loss: 157815.6633 - val_mean_absolute_error: 375.6237
Epoch 3539/5000
148/148 [==============================] - 0s 27us/step - loss: 94239.3906 - mean_absolute_error: 263.1044 - val_loss: 157814.9425 - val_mean_absolute_error: 375.6227
Epoch 3540/5000
148/148 [==============================] - 0s 27us/step - loss: 94238.8750 - mean_absolute_error: 263.1034 - val_loss: 157814.1750 - val_mean_absolute_error: 375.6218
Epoch 3541/5000
148/148 [==============================] - 0s 27us/step - loss: 94238.3281 - mean_absolute_error: 263.1024 - val_loss: 157813.4537 - val_mean_absolute_error: 375.6208
Epoch 3542/5000
148/148 [==============================] - 0s 34us/step - loss: 94237.8203 - mean_absolute_error: 263.1014 - val_loss: 157812.6862 - val_mean_absolute_error: 375.6199
Epoch 3543/5000
148/148 [==============================] - 0s 27us/step - loss: 94237.2969 - mean_absolute_error: 263.1004 - val_loss: 157811.9340 - val_mean_absolute_error: 375.6189
Epoch 3544/5000
148/148 [==============================] - 0s 41us/step - loss: 94236.7656 - mean_absolute_error: 263.0994 - val_loss: 157811.1975 - val_mean_absolute_error: 375.6179
Epoch 3545/5000
148/148 [==============================] - 0s 34us/step - loss: 94236.2500 - mean_absolute_error: 263.0984 - val_loss: 157810.4454 - val_mean_absolute_error: 375.6169
Epoch 3546/5000
148/148 [==============================] - 0s 34us/step - loss: 94235.7188 - mean_absolute_error: 263.0974 - val_loss: 157809.6779 - val_mean_absolute_error: 375.6160
Epoch 3547/5000
148/148 [==============================] - 0s 27us/step - loss: 94235.1875 - mean_absolute_error: 263.0964 - val_loss: 157808.9569 - val_mean_absolute_error: 375.6150
Epoch 3548/5000
148/148 [==============================] - 0s 34us/step - loss: 94234.6719 - mean_absolute_error: 263.0954 - val_loss: 157808.2046 - val_mean_absolute_error: 375.6140
Epoch 3549/5000
148/148 [==============================] - 0s 27us/step - loss: 94234.1484 - mean_absolute_error: 263.0944 - val_loss: 157807.4525 - val_mean_absolute_error: 375.6130
Epoch 3550/5000
148/148 [==============================] - 0s 34us/step - loss: 94233.6172 - mean_absolute_error: 263.0934 - val_loss: 157806.7004 - val_mean_absolute_error: 375.6120
Epoch 3551/5000
148/148 [==============================] - 0s 27us/step - loss: 94233.1016 - mean_absolute_error: 263.0924 - val_loss: 157805.9329 - val_mean_absolute_error: 375.6110
Epoch 3552/5000
148/148 [==============================] - 0s 34us/step - loss: 94232.5781 - mean_absolute_error: 263.0914 - val_loss: 157805.2117 - val_mean_absolute_error: 375.6101
Epoch 3553/5000
148/148 [==============================] - 0s 27us/step - loss: 94232.0469 - mean_absolute_error: 263.0904 - val_loss: 157804.4596 - val_mean_absolute_error: 375.6091
Epoch 3554/5000
148/148 [==============================] - 0s 27us/step - loss: 94231.5234 - mean_absolute_error: 263.0894 - val_loss: 157803.7075 - val_mean_absolute_error: 375.6081
Epoch 3555/5000
148/148 [==============================] - 0s 34us/step - loss: 94231.0000 - mean_absolute_error: 263.0884 - val_loss: 157802.9554 - val_mean_absolute_error: 375.6072
Epoch 3556/5000
148/148 [==============================] - 0s 34us/step - loss: 94230.4766 - mean_absolute_error: 263.0874 - val_loss: 157802.2188 - val_mean_absolute_error: 375.6062
Epoch 3557/5000
148/148 [==============================] - 0s 27us/step - loss: 94229.9609 - mean_absolute_error: 263.0864 - val_loss: 157801.4667 - val_mean_absolute_error: 375.6052
Epoch 3558/5000
148/148 [==============================] - 0s 34us/step - loss: 94229.4219 - mean_absolute_error: 263.0854 - val_loss: 157800.7146 - val_mean_absolute_error: 375.6043
Epoch 3559/5000
148/148 [==============================] - 0s 34us/step - loss: 94228.8984 - mean_absolute_error: 263.0844 - val_loss: 157799.9625 - val_mean_absolute_error: 375.6033
Epoch 3560/5000
148/148 [==============================] - 0s 27us/step - loss: 94228.3906 - mean_absolute_error: 263.0834 - val_loss: 157799.2258 - val_mean_absolute_error: 375.6024
Epoch 3561/5000
148/148 [==============================] - 0s 27us/step - loss: 94227.8516 - mean_absolute_error: 263.0824 - val_loss: 157798.4583 - val_mean_absolute_error: 375.6014
Epoch 3562/5000
148/148 [==============================] - 0s 34us/step - loss: 94227.3281 - mean_absolute_error: 263.0814 - val_loss: 157797.7373 - val_mean_absolute_error: 375.6004
Epoch 3563/5000
148/148 [==============================] - 0s 27us/step - loss: 94226.8125 - mean_absolute_error: 263.0804 - val_loss: 157796.9696 - val_mean_absolute_error: 375.5994
Epoch 3564/5000
148/148 [==============================] - 0s 34us/step - loss: 94226.2734 - mean_absolute_error: 263.0795 - val_loss: 157796.2021 - val_mean_absolute_error: 375.5985
Epoch 3565/5000
148/148 [==============================] - 0s 41us/step - loss: 94225.7578 - mean_absolute_error: 263.0785 - val_loss: 157795.4808 - val_mean_absolute_error: 375.5975
Epoch 3566/5000
148/148 [==============================] - 0s 34us/step - loss: 94225.2344 - mean_absolute_error: 263.0775 - val_loss: 157794.7133 - val_mean_absolute_error: 375.5966
Epoch 3567/5000
148/148 [==============================] - 0s 27us/step - loss: 94224.7031 - mean_absolute_error: 263.0765 - val_loss: 157793.9612 - val_mean_absolute_error: 375.5956
Epoch 3568/5000
148/148 [==============================] - 0s 34us/step - loss: 94224.1719 - mean_absolute_error: 263.0755 - val_loss: 157793.2248 - val_mean_absolute_error: 375.5946
Epoch 3569/5000
148/148 [==============================] - 0s 34us/step - loss: 94223.6641 - mean_absolute_error: 263.0745 - val_loss: 157792.4879 - val_mean_absolute_error: 375.5936
Epoch 3570/5000
148/148 [==============================] - 0s 34us/step - loss: 94223.1406 - mean_absolute_error: 263.0735 - val_loss: 157791.7050 - val_mean_absolute_error: 375.5927
Epoch 3571/5000
148/148 [==============================] - 0s 34us/step - loss: 94222.6094 - mean_absolute_error: 263.0724 - val_loss: 157790.9840 - val_mean_absolute_error: 375.5917
Epoch 3572/5000
148/148 [==============================] - 0s 34us/step - loss: 94222.0781 - mean_absolute_error: 263.0714 - val_loss: 157790.2162 - val_mean_absolute_error: 375.5908
Epoch 3573/5000
148/148 [==============================] - 0s 41us/step - loss: 94221.5547 - mean_absolute_error: 263.0705 - val_loss: 157789.4954 - val_mean_absolute_error: 375.5898
Epoch 3574/5000
148/148 [==============================] - 0s 27us/step - loss: 94221.0469 - mean_absolute_error: 263.0695 - val_loss: 157788.7429 - val_mean_absolute_error: 375.5888
Epoch 3575/5000
148/148 [==============================] - 0s 27us/step - loss: 94220.5156 - mean_absolute_error: 263.0685 - val_loss: 157787.9908 - val_mean_absolute_error: 375.5878
Epoch 3576/5000
148/148 [==============================] - 0s 34us/step - loss: 94219.9766 - mean_absolute_error: 263.0675 - val_loss: 157787.2546 - val_mean_absolute_error: 375.5868
Epoch 3577/5000
148/148 [==============================] - 0s 27us/step - loss: 94219.4766 - mean_absolute_error: 263.0665 - val_loss: 157786.4869 - val_mean_absolute_error: 375.5859
Epoch 3578/5000
148/148 [==============================] - 0s 27us/step - loss: 94218.9375 - mean_absolute_error: 263.0655 - val_loss: 157785.7346 - val_mean_absolute_error: 375.5849
Epoch 3579/5000
148/148 [==============================] - 0s 27us/step - loss: 94218.4141 - mean_absolute_error: 263.0645 - val_loss: 157784.9983 - val_mean_absolute_error: 375.5839
Epoch 3580/5000
148/148 [==============================] - 0s 34us/step - loss: 94217.8984 - mean_absolute_error: 263.0635 - val_loss: 157784.2458 - val_mean_absolute_error: 375.5830
Epoch 3581/5000
148/148 [==============================] - 0s 27us/step - loss: 94217.3750 - mean_absolute_error: 263.0624 - val_loss: 157783.4937 - val_mean_absolute_error: 375.5820
Epoch 3582/5000
148/148 [==============================] - 0s 27us/step - loss: 94216.8359 - mean_absolute_error: 263.0615 - val_loss: 157782.7729 - val_mean_absolute_error: 375.5810
Epoch 3583/5000
148/148 [==============================] - 0s 34us/step - loss: 94216.3281 - mean_absolute_error: 263.0605 - val_loss: 157781.9898 - val_mean_absolute_error: 375.5800
Epoch 3584/5000
148/148 [==============================] - 0s 34us/step - loss: 94215.7969 - mean_absolute_error: 263.0595 - val_loss: 157781.2683 - val_mean_absolute_error: 375.5791
Epoch 3585/5000
148/148 [==============================] - 0s 34us/step - loss: 94215.2656 - mean_absolute_error: 263.0585 - val_loss: 157780.5013 - val_mean_absolute_error: 375.5781
Epoch 3586/5000
148/148 [==============================] - 0s 34us/step - loss: 94214.7500 - mean_absolute_error: 263.0575 - val_loss: 157779.7644 - val_mean_absolute_error: 375.5771
Epoch 3587/5000
148/148 [==============================] - 0s 27us/step - loss: 94214.2266 - mean_absolute_error: 263.0565 - val_loss: 157778.9967 - val_mean_absolute_error: 375.5761
Epoch 3588/5000
148/148 [==============================] - 0s 34us/step - loss: 94213.6875 - mean_absolute_error: 263.0555 - val_loss: 157778.2604 - val_mean_absolute_error: 375.5752
Epoch 3589/5000
148/148 [==============================] - 0s 27us/step - loss: 94213.1719 - mean_absolute_error: 263.0545 - val_loss: 157777.5235 - val_mean_absolute_error: 375.5743
Epoch 3590/5000
148/148 [==============================] - 0s 34us/step - loss: 94212.6484 - mean_absolute_error: 263.0536 - val_loss: 157776.7558 - val_mean_absolute_error: 375.5733
Epoch 3591/5000
148/148 [==============================] - 0s 27us/step - loss: 94212.1250 - mean_absolute_error: 263.0526 - val_loss: 157776.0196 - val_mean_absolute_error: 375.5723
Epoch 3592/5000
148/148 [==============================] - 0s 34us/step - loss: 94211.6172 - mean_absolute_error: 263.0516 - val_loss: 157775.2519 - val_mean_absolute_error: 375.5714
Epoch 3593/5000
148/148 [==============================] - 0s 34us/step - loss: 94211.0781 - mean_absolute_error: 263.0506 - val_loss: 157774.5304 - val_mean_absolute_error: 375.5703
Epoch 3594/5000
148/148 [==============================] - 0s 34us/step - loss: 94210.5469 - mean_absolute_error: 263.0495 - val_loss: 157773.7787 - val_mean_absolute_error: 375.5694
Epoch 3595/5000
148/148 [==============================] - 0s 34us/step - loss: 94210.0312 - mean_absolute_error: 263.0485 - val_loss: 157773.0267 - val_mean_absolute_error: 375.5684
Epoch 3596/5000
148/148 [==============================] - 0s 27us/step - loss: 94209.5000 - mean_absolute_error: 263.0475 - val_loss: 157772.2588 - val_mean_absolute_error: 375.5675
Epoch 3597/5000
148/148 [==============================] - 0s 41us/step - loss: 94208.9766 - mean_absolute_error: 263.0465 - val_loss: 157771.5379 - val_mean_absolute_error: 375.5665
Epoch 3598/5000
148/148 [==============================] - 0s 27us/step - loss: 94208.4609 - mean_absolute_error: 263.0456 - val_loss: 157770.7702 - val_mean_absolute_error: 375.5654
Epoch 3599/5000
148/148 [==============================] - 0s 27us/step - loss: 94207.9297 - mean_absolute_error: 263.0445 - val_loss: 157770.0179 - val_mean_absolute_error: 375.5645
Epoch 3600/5000
148/148 [==============================] - 0s 34us/step - loss: 94207.4062 - mean_absolute_error: 263.0435 - val_loss: 157769.2817 - val_mean_absolute_error: 375.5635
Epoch 3601/5000
148/148 [==============================] - 0s 34us/step - loss: 94206.8828 - mean_absolute_error: 263.0425 - val_loss: 157768.5294 - val_mean_absolute_error: 375.5626
Epoch 3602/5000
148/148 [==============================] - 0s 34us/step - loss: 94206.3594 - mean_absolute_error: 263.0416 - val_loss: 157767.7771 - val_mean_absolute_error: 375.5616
Epoch 3603/5000
148/148 [==============================] - 0s 27us/step - loss: 94205.8281 - mean_absolute_error: 263.0406 - val_loss: 157767.0254 - val_mean_absolute_error: 375.5606
Epoch 3604/5000
148/148 [==============================] - 0s 27us/step - loss: 94205.3125 - mean_absolute_error: 263.0396 - val_loss: 157766.2733 - val_mean_absolute_error: 375.5596
Epoch 3605/5000
148/148 [==============================] - 0s 27us/step - loss: 94204.7812 - mean_absolute_error: 263.0386 - val_loss: 157765.5367 - val_mean_absolute_error: 375.5587
Epoch 3606/5000
148/148 [==============================] - 0s 27us/step - loss: 94204.2734 - mean_absolute_error: 263.0375 - val_loss: 157764.8000 - val_mean_absolute_error: 375.5577
Epoch 3607/5000
148/148 [==============================] - 0s 27us/step - loss: 94203.7344 - mean_absolute_error: 263.0366 - val_loss: 157764.0323 - val_mean_absolute_error: 375.5568
Epoch 3608/5000
148/148 [==============================] - 0s 34us/step - loss: 94203.2031 - mean_absolute_error: 263.0356 - val_loss: 157763.3112 - val_mean_absolute_error: 375.5558
Epoch 3609/5000
148/148 [==============================] - 0s 34us/step - loss: 94202.6953 - mean_absolute_error: 263.0346 - val_loss: 157762.5438 - val_mean_absolute_error: 375.5548
Epoch 3610/5000
148/148 [==============================] - 0s 34us/step - loss: 94202.1719 - mean_absolute_error: 263.0336 - val_loss: 157761.7917 - val_mean_absolute_error: 375.5539
Epoch 3611/5000
148/148 [==============================] - 0s 27us/step - loss: 94201.6406 - mean_absolute_error: 263.0326 - val_loss: 157761.0552 - val_mean_absolute_error: 375.5529
Epoch 3612/5000
148/148 [==============================] - 0s 27us/step - loss: 94201.1250 - mean_absolute_error: 263.0316 - val_loss: 157760.3029 - val_mean_absolute_error: 375.5519
Epoch 3613/5000
148/148 [==============================] - 0s 34us/step - loss: 94200.5938 - mean_absolute_error: 263.0306 - val_loss: 157759.5508 - val_mean_absolute_error: 375.5510
Epoch 3614/5000
148/148 [==============================] - 0s 27us/step - loss: 94200.0703 - mean_absolute_error: 263.0296 - val_loss: 157758.7987 - val_mean_absolute_error: 375.5500
Epoch 3615/5000
148/148 [==============================] - 0s 34us/step - loss: 94199.5469 - mean_absolute_error: 263.0286 - val_loss: 157758.0621 - val_mean_absolute_error: 375.5490
Epoch 3616/5000
148/148 [==============================] - 0s 27us/step - loss: 94199.0156 - mean_absolute_error: 263.0276 - val_loss: 157757.2946 - val_mean_absolute_error: 375.5481
Epoch 3617/5000
148/148 [==============================] - 0s 34us/step - loss: 94198.4922 - mean_absolute_error: 263.0267 - val_loss: 157756.5579 - val_mean_absolute_error: 375.5471
Epoch 3618/5000
148/148 [==============================] - 0s 34us/step - loss: 94197.9766 - mean_absolute_error: 263.0256 - val_loss: 157755.8058 - val_mean_absolute_error: 375.5461
Epoch 3619/5000
148/148 [==============================] - 0s 27us/step - loss: 94197.4375 - mean_absolute_error: 263.0246 - val_loss: 157755.0692 - val_mean_absolute_error: 375.5451
Epoch 3620/5000
148/148 [==============================] - 0s 27us/step - loss: 94196.9141 - mean_absolute_error: 263.0237 - val_loss: 157754.3173 - val_mean_absolute_error: 375.5442
Epoch 3621/5000
148/148 [==============================] - 0s 34us/step - loss: 94196.3984 - mean_absolute_error: 263.0226 - val_loss: 157753.5804 - val_mean_absolute_error: 375.5432
Epoch 3622/5000
148/148 [==============================] - 0s 34us/step - loss: 94195.8750 - mean_absolute_error: 263.0216 - val_loss: 157752.7975 - val_mean_absolute_error: 375.5423
Epoch 3623/5000
148/148 [==============================] - 0s 20us/step - loss: 94195.3438 - mean_absolute_error: 263.0207 - val_loss: 157752.0763 - val_mean_absolute_error: 375.5413
Epoch 3624/5000
148/148 [==============================] - 0s 34us/step - loss: 94194.8281 - mean_absolute_error: 263.0197 - val_loss: 157751.3087 - val_mean_absolute_error: 375.5402
Epoch 3625/5000
148/148 [==============================] - 0s 27us/step - loss: 94194.3047 - mean_absolute_error: 263.0186 - val_loss: 157750.5721 - val_mean_absolute_error: 375.5393
Epoch 3626/5000
148/148 [==============================] - 0s 27us/step - loss: 94193.7656 - mean_absolute_error: 263.0177 - val_loss: 157749.8510 - val_mean_absolute_error: 375.5383
Epoch 3627/5000
148/148 [==============================] - 0s 34us/step - loss: 94193.2578 - mean_absolute_error: 263.0167 - val_loss: 157749.0679 - val_mean_absolute_error: 375.5374
Epoch 3628/5000
148/148 [==============================] - 0s 20us/step - loss: 94192.7266 - mean_absolute_error: 263.0157 - val_loss: 157748.3158 - val_mean_absolute_error: 375.5364
Epoch 3629/5000
148/148 [==============================] - 0s 20us/step - loss: 94192.1953 - mean_absolute_error: 263.0146 - val_loss: 157747.5792 - val_mean_absolute_error: 375.5354
Epoch 3630/5000
148/148 [==============================] - 0s 34us/step - loss: 94191.6797 - mean_absolute_error: 263.0136 - val_loss: 157746.8271 - val_mean_absolute_error: 375.5344
Epoch 3631/5000
148/148 [==============================] - 0s 27us/step - loss: 94191.1562 - mean_absolute_error: 263.0126 - val_loss: 157746.0750 - val_mean_absolute_error: 375.5335
Epoch 3632/5000
148/148 [==============================] - 0s 27us/step - loss: 94190.6250 - mean_absolute_error: 263.0117 - val_loss: 157745.3540 - val_mean_absolute_error: 375.5325
Epoch 3633/5000
148/148 [==============================] - 0s 34us/step - loss: 94190.1094 - mean_absolute_error: 263.0107 - val_loss: 157744.5862 - val_mean_absolute_error: 375.5316
Epoch 3634/5000
148/148 [==============================] - 0s 27us/step - loss: 94189.5859 - mean_absolute_error: 263.0097 - val_loss: 157743.8342 - val_mean_absolute_error: 375.5306
Epoch 3635/5000
148/148 [==============================] - 0s 41us/step - loss: 94189.0469 - mean_absolute_error: 263.0087 - val_loss: 157743.0823 - val_mean_absolute_error: 375.5296
Epoch 3636/5000
148/148 [==============================] - 0s 41us/step - loss: 94188.5312 - mean_absolute_error: 263.0077 - val_loss: 157742.3300 - val_mean_absolute_error: 375.5286
Epoch 3637/5000
148/148 [==============================] - 0s 34us/step - loss: 94188.0078 - mean_absolute_error: 263.0067 - val_loss: 157741.6092 - val_mean_absolute_error: 375.5277
Epoch 3638/5000
148/148 [==============================] - 0s 27us/step - loss: 94187.4844 - mean_absolute_error: 263.0057 - val_loss: 157740.8569 - val_mean_absolute_error: 375.5267
Epoch 3639/5000
148/148 [==============================] - 0s 34us/step - loss: 94186.9609 - mean_absolute_error: 263.0047 - val_loss: 157740.1046 - val_mean_absolute_error: 375.5257
Epoch 3640/5000
148/148 [==============================] - 0s 34us/step - loss: 94186.4297 - mean_absolute_error: 263.0037 - val_loss: 157739.3529 - val_mean_absolute_error: 375.5248
Epoch 3641/5000
148/148 [==============================] - 0s 34us/step - loss: 94185.9219 - mean_absolute_error: 263.0027 - val_loss: 157738.5852 - val_mean_absolute_error: 375.5238
Epoch 3642/5000
148/148 [==============================] - 0s 34us/step - loss: 94185.3906 - mean_absolute_error: 263.0017 - val_loss: 157737.8483 - val_mean_absolute_error: 375.5228
Epoch 3643/5000
148/148 [==============================] - 0s 34us/step - loss: 94184.8594 - mean_absolute_error: 263.0007 - val_loss: 157737.1121 - val_mean_absolute_error: 375.5219
Epoch 3644/5000
148/148 [==============================] - 0s 34us/step - loss: 94184.3438 - mean_absolute_error: 262.9997 - val_loss: 157736.3446 - val_mean_absolute_error: 375.5209
Epoch 3645/5000
148/148 [==============================] - 0s 27us/step - loss: 94183.8203 - mean_absolute_error: 262.9987 - val_loss: 157735.6077 - val_mean_absolute_error: 375.5199
Epoch 3646/5000
148/148 [==============================] - 0s 41us/step - loss: 94183.2812 - mean_absolute_error: 262.9977 - val_loss: 157734.8404 - val_mean_absolute_error: 375.5189
Epoch 3647/5000
148/148 [==============================] - 0s 34us/step - loss: 94182.7734 - mean_absolute_error: 262.9967 - val_loss: 157734.1190 - val_mean_absolute_error: 375.5179
Epoch 3648/5000
148/148 [==============================] - 0s 27us/step - loss: 94182.2344 - mean_absolute_error: 262.9957 - val_loss: 157733.3358 - val_mean_absolute_error: 375.5169
Epoch 3649/5000
148/148 [==============================] - 0s 34us/step - loss: 94181.7188 - mean_absolute_error: 262.9947 - val_loss: 157732.6150 - val_mean_absolute_error: 375.5160
Epoch 3650/5000
148/148 [==============================] - 0s 34us/step - loss: 94181.1953 - mean_absolute_error: 262.9937 - val_loss: 157731.8629 - val_mean_absolute_error: 375.5150
Epoch 3651/5000
148/148 [==============================] - 0s 34us/step - loss: 94180.6719 - mean_absolute_error: 262.9927 - val_loss: 157731.1104 - val_mean_absolute_error: 375.5140
Epoch 3652/5000
148/148 [==============================] - 0s 34us/step - loss: 94180.1484 - mean_absolute_error: 262.9917 - val_loss: 157730.3896 - val_mean_absolute_error: 375.5131
Epoch 3653/5000
148/148 [==============================] - 0s 34us/step - loss: 94179.6250 - mean_absolute_error: 262.9908 - val_loss: 157729.6221 - val_mean_absolute_error: 375.5121
Epoch 3654/5000
148/148 [==============================] - 0s 34us/step - loss: 94179.1016 - mean_absolute_error: 262.9897 - val_loss: 157728.8698 - val_mean_absolute_error: 375.5111
Epoch 3655/5000
148/148 [==============================] - 0s 27us/step - loss: 94178.5703 - mean_absolute_error: 262.9887 - val_loss: 157728.1179 - val_mean_absolute_error: 375.5102
Epoch 3656/5000
148/148 [==============================] - 0s 34us/step - loss: 94178.0547 - mean_absolute_error: 262.9877 - val_loss: 157727.3658 - val_mean_absolute_error: 375.5092
Epoch 3657/5000
148/148 [==============================] - 0s 34us/step - loss: 94177.5234 - mean_absolute_error: 262.9868 - val_loss: 157726.6133 - val_mean_absolute_error: 375.5082
Epoch 3658/5000
148/148 [==============================] - 0s 27us/step - loss: 94177.0000 - mean_absolute_error: 262.9857 - val_loss: 157725.8925 - val_mean_absolute_error: 375.5073
Epoch 3659/5000
148/148 [==============================] - 0s 27us/step - loss: 94176.4766 - mean_absolute_error: 262.9848 - val_loss: 157725.1250 - val_mean_absolute_error: 375.5064
Epoch 3660/5000
148/148 [==============================] - 0s 34us/step - loss: 94175.9531 - mean_absolute_error: 262.9838 - val_loss: 157724.3727 - val_mean_absolute_error: 375.5054
Epoch 3661/5000
148/148 [==============================] - 0s 27us/step - loss: 94175.4219 - mean_absolute_error: 262.9828 - val_loss: 157723.6363 - val_mean_absolute_error: 375.5044
Epoch 3662/5000
148/148 [==============================] - 0s 27us/step - loss: 94174.9062 - mean_absolute_error: 262.9818 - val_loss: 157722.8687 - val_mean_absolute_error: 375.5034
Epoch 3663/5000
148/148 [==============================] - 0s 27us/step - loss: 94174.3750 - mean_absolute_error: 262.9808 - val_loss: 157722.1473 - val_mean_absolute_error: 375.5025
Epoch 3664/5000
148/148 [==============================] - 0s 34us/step - loss: 94173.8516 - mean_absolute_error: 262.9798 - val_loss: 157721.3954 - val_mean_absolute_error: 375.5015
Epoch 3665/5000
148/148 [==============================] - 0s 27us/step - loss: 94173.3281 - mean_absolute_error: 262.9788 - val_loss: 157720.6279 - val_mean_absolute_error: 375.5005
Epoch 3666/5000
148/148 [==============================] - 0s 34us/step - loss: 94172.8047 - mean_absolute_error: 262.9778 - val_loss: 157719.8910 - val_mean_absolute_error: 375.4995
Epoch 3667/5000
148/148 [==============================] - 0s 34us/step - loss: 94172.2734 - mean_absolute_error: 262.9768 - val_loss: 157719.1392 - val_mean_absolute_error: 375.4986
Epoch 3668/5000
148/148 [==============================] - 0s 34us/step - loss: 94171.7656 - mean_absolute_error: 262.9758 - val_loss: 157718.4025 - val_mean_absolute_error: 375.4976
Epoch 3669/5000
148/148 [==============================] - 0s 34us/step - loss: 94171.2266 - mean_absolute_error: 262.9748 - val_loss: 157717.6506 - val_mean_absolute_error: 375.4967
Epoch 3670/5000
148/148 [==============================] - 0s 27us/step - loss: 94170.7188 - mean_absolute_error: 262.9738 - val_loss: 157716.8983 - val_mean_absolute_error: 375.4957
Epoch 3671/5000
148/148 [==============================] - 0s 34us/step - loss: 94170.1875 - mean_absolute_error: 262.9728 - val_loss: 157716.1462 - val_mean_absolute_error: 375.4947
Epoch 3672/5000
148/148 [==============================] - 0s 34us/step - loss: 94169.6562 - mean_absolute_error: 262.9719 - val_loss: 157715.4098 - val_mean_absolute_error: 375.4938
Epoch 3673/5000
148/148 [==============================] - 0s 34us/step - loss: 94169.1484 - mean_absolute_error: 262.9708 - val_loss: 157714.6421 - val_mean_absolute_error: 375.4927
Epoch 3674/5000
148/148 [==============================] - 0s 41us/step - loss: 94168.6094 - mean_absolute_error: 262.9698 - val_loss: 157713.9054 - val_mean_absolute_error: 375.4917
Epoch 3675/5000
148/148 [==============================] - 0s 41us/step - loss: 94168.0859 - mean_absolute_error: 262.9688 - val_loss: 157713.1690 - val_mean_absolute_error: 375.4908
Epoch 3676/5000
148/148 [==============================] - 0s 34us/step - loss: 94167.5781 - mean_absolute_error: 262.9678 - val_loss: 157712.4012 - val_mean_absolute_error: 375.4898
Epoch 3677/5000
148/148 [==============================] - 0s 41us/step - loss: 94167.0391 - mean_absolute_error: 262.9669 - val_loss: 157711.6646 - val_mean_absolute_error: 375.4889
Epoch 3678/5000
148/148 [==============================] - 0s 34us/step - loss: 94166.5156 - mean_absolute_error: 262.9658 - val_loss: 157710.9129 - val_mean_absolute_error: 375.4879
Epoch 3679/5000
148/148 [==============================] - 0s 27us/step - loss: 94166.0000 - mean_absolute_error: 262.9648 - val_loss: 157710.1606 - val_mean_absolute_error: 375.4869
Epoch 3680/5000
148/148 [==============================] - 0s 34us/step - loss: 94165.4688 - mean_absolute_error: 262.9638 - val_loss: 157709.4083 - val_mean_absolute_error: 375.4859
Epoch 3681/5000
148/148 [==============================] - 0s 27us/step - loss: 94164.9375 - mean_absolute_error: 262.9628 - val_loss: 157708.6565 - val_mean_absolute_error: 375.4850
Epoch 3682/5000
148/148 [==============================] - 0s 27us/step - loss: 94164.4219 - mean_absolute_error: 262.9618 - val_loss: 157707.9196 - val_mean_absolute_error: 375.4840
Epoch 3683/5000
148/148 [==============================] - 0s 47us/step - loss: 94163.9062 - mean_absolute_error: 262.9608 - val_loss: 157707.1521 - val_mean_absolute_error: 375.4830
Epoch 3684/5000
148/148 [==============================] - 0s 27us/step - loss: 94163.3672 - mean_absolute_error: 262.9598 - val_loss: 157706.4312 - val_mean_absolute_error: 375.4821
Epoch 3685/5000
148/148 [==============================] - 0s 34us/step - loss: 94162.8516 - mean_absolute_error: 262.9589 - val_loss: 157705.6787 - val_mean_absolute_error: 375.4811
Epoch 3686/5000
148/148 [==============================] - 0s 41us/step - loss: 94162.3281 - mean_absolute_error: 262.9579 - val_loss: 157704.9113 - val_mean_absolute_error: 375.4802
Epoch 3687/5000
148/148 [==============================] - 0s 27us/step - loss: 94161.7891 - mean_absolute_error: 262.9569 - val_loss: 157704.1904 - val_mean_absolute_error: 375.4792
Epoch 3688/5000
148/148 [==============================] - 0s 27us/step - loss: 94161.2734 - mean_absolute_error: 262.9559 - val_loss: 157703.4381 - val_mean_absolute_error: 375.4782
Epoch 3689/5000
148/148 [==============================] - 0s 34us/step - loss: 94160.7500 - mean_absolute_error: 262.9549 - val_loss: 157702.6704 - val_mean_absolute_error: 375.4772
Epoch 3690/5000
148/148 [==============================] - 0s 27us/step - loss: 94160.2266 - mean_absolute_error: 262.9539 - val_loss: 157701.9342 - val_mean_absolute_error: 375.4763
Epoch 3691/5000
148/148 [==============================] - 0s 34us/step - loss: 94159.7109 - mean_absolute_error: 262.9529 - val_loss: 157701.1663 - val_mean_absolute_error: 375.4753
Epoch 3692/5000
148/148 [==============================] - 0s 34us/step - loss: 94159.1719 - mean_absolute_error: 262.9518 - val_loss: 157700.4450 - val_mean_absolute_error: 375.4743
Epoch 3693/5000
148/148 [==============================] - 0s 27us/step - loss: 94158.6641 - mean_absolute_error: 262.9508 - val_loss: 157699.6933 - val_mean_absolute_error: 375.4734
Epoch 3694/5000
148/148 [==============================] - 0s 34us/step - loss: 94158.1250 - mean_absolute_error: 262.9499 - val_loss: 157698.9256 - val_mean_absolute_error: 375.4724
Epoch 3695/5000
148/148 [==============================] - 0s 34us/step - loss: 94157.6094 - mean_absolute_error: 262.9489 - val_loss: 157698.1888 - val_mean_absolute_error: 375.4714
Epoch 3696/5000
148/148 [==============================] - 0s 27us/step - loss: 94157.0781 - mean_absolute_error: 262.9479 - val_loss: 157697.4525 - val_mean_absolute_error: 375.4704
Epoch 3697/5000
148/148 [==============================] - 0s 34us/step - loss: 94156.5625 - mean_absolute_error: 262.9469 - val_loss: 157696.7002 - val_mean_absolute_error: 375.4694
Epoch 3698/5000
148/148 [==============================] - 0s 34us/step - loss: 94156.0312 - mean_absolute_error: 262.9459 - val_loss: 157695.9479 - val_mean_absolute_error: 375.4684
Epoch 3699/5000
148/148 [==============================] - 0s 27us/step - loss: 94155.5078 - mean_absolute_error: 262.9449 - val_loss: 157695.1963 - val_mean_absolute_error: 375.4675
Epoch 3700/5000
148/148 [==============================] - 0s 34us/step - loss: 94154.9922 - mean_absolute_error: 262.9439 - val_loss: 157694.4594 - val_mean_absolute_error: 375.4665
Epoch 3701/5000
148/148 [==============================] - 0s 27us/step - loss: 94154.4609 - mean_absolute_error: 262.9429 - val_loss: 157693.7229 - val_mean_absolute_error: 375.4655
Epoch 3702/5000
148/148 [==============================] - 0s 34us/step - loss: 94153.9453 - mean_absolute_error: 262.9419 - val_loss: 157692.9554 - val_mean_absolute_error: 375.4646
Epoch 3703/5000
148/148 [==============================] - 0s 34us/step - loss: 94153.4141 - mean_absolute_error: 262.9409 - val_loss: 157692.2185 - val_mean_absolute_error: 375.4636
Epoch 3704/5000
148/148 [==============================] - 0s 27us/step - loss: 94152.8828 - mean_absolute_error: 262.9399 - val_loss: 157691.4513 - val_mean_absolute_error: 375.4627
Epoch 3705/5000
148/148 [==============================] - 0s 27us/step - loss: 94152.3750 - mean_absolute_error: 262.9389 - val_loss: 157690.7146 - val_mean_absolute_error: 375.4617
Epoch 3706/5000
148/148 [==============================] - 0s 27us/step - loss: 94151.8359 - mean_absolute_error: 262.9379 - val_loss: 157689.9779 - val_mean_absolute_error: 375.4607
Epoch 3707/5000
148/148 [==============================] - 0s 34us/step - loss: 94151.3203 - mean_absolute_error: 262.9369 - val_loss: 157689.2106 - val_mean_absolute_error: 375.4598
Epoch 3708/5000
148/148 [==============================] - 0s 34us/step - loss: 94150.7969 - mean_absolute_error: 262.9359 - val_loss: 157688.4738 - val_mean_absolute_error: 375.4588
Epoch 3709/5000
148/148 [==============================] - 0s 34us/step - loss: 94150.2734 - mean_absolute_error: 262.9349 - val_loss: 157687.7060 - val_mean_absolute_error: 375.4578
Epoch 3710/5000
148/148 [==============================] - 0s 27us/step - loss: 94149.7422 - mean_absolute_error: 262.9339 - val_loss: 157686.9850 - val_mean_absolute_error: 375.4569
Epoch 3711/5000
148/148 [==============================] - 0s 27us/step - loss: 94149.2266 - mean_absolute_error: 262.9330 - val_loss: 157686.2329 - val_mean_absolute_error: 375.4559
Epoch 3712/5000
148/148 [==============================] - 0s 34us/step - loss: 94148.6875 - mean_absolute_error: 262.9320 - val_loss: 157685.4654 - val_mean_absolute_error: 375.4550
Epoch 3713/5000
148/148 [==============================] - 0s 27us/step - loss: 94148.1719 - mean_absolute_error: 262.9310 - val_loss: 157684.7290 - val_mean_absolute_error: 375.4540
Epoch 3714/5000
148/148 [==============================] - 0s 27us/step - loss: 94147.6641 - mean_absolute_error: 262.9300 - val_loss: 157683.9921 - val_mean_absolute_error: 375.4530
Epoch 3715/5000
148/148 [==============================] - 0s 34us/step - loss: 94147.1250 - mean_absolute_error: 262.9290 - val_loss: 157683.2092 - val_mean_absolute_error: 375.4520
Epoch 3716/5000
148/148 [==============================] - 0s 34us/step - loss: 94146.6016 - mean_absolute_error: 262.9279 - val_loss: 157682.4881 - val_mean_absolute_error: 375.4511
Epoch 3717/5000
148/148 [==============================] - 0s 27us/step - loss: 94146.0781 - mean_absolute_error: 262.9270 - val_loss: 157681.7358 - val_mean_absolute_error: 375.4501
Epoch 3718/5000
148/148 [==============================] - 0s 34us/step - loss: 94145.5625 - mean_absolute_error: 262.9260 - val_loss: 157680.9838 - val_mean_absolute_error: 375.4491
Epoch 3719/5000
148/148 [==============================] - 0s 27us/step - loss: 94145.0234 - mean_absolute_error: 262.9250 - val_loss: 157680.2319 - val_mean_absolute_error: 375.4482
Epoch 3720/5000
148/148 [==============================] - 0s 27us/step - loss: 94144.5156 - mean_absolute_error: 262.9240 - val_loss: 157679.4796 - val_mean_absolute_error: 375.4472
Epoch 3721/5000
148/148 [==============================] - 0s 41us/step - loss: 94143.9766 - mean_absolute_error: 262.9230 - val_loss: 157678.7429 - val_mean_absolute_error: 375.4462
Epoch 3722/5000
148/148 [==============================] - 0s 27us/step - loss: 94143.4531 - mean_absolute_error: 262.9220 - val_loss: 157678.0065 - val_mean_absolute_error: 375.4452
Epoch 3723/5000
148/148 [==============================] - 0s 34us/step - loss: 94142.9297 - mean_absolute_error: 262.9210 - val_loss: 157677.2387 - val_mean_absolute_error: 375.4442
Epoch 3724/5000
148/148 [==============================] - 0s 27us/step - loss: 94142.4062 - mean_absolute_error: 262.9200 - val_loss: 157676.4867 - val_mean_absolute_error: 375.4433
Epoch 3725/5000
148/148 [==============================] - 0s 34us/step - loss: 94141.8750 - mean_absolute_error: 262.9190 - val_loss: 157675.7504 - val_mean_absolute_error: 375.4423
Epoch 3726/5000
148/148 [==============================] - 0s 27us/step - loss: 94141.3672 - mean_absolute_error: 262.9180 - val_loss: 157674.9825 - val_mean_absolute_error: 375.4413
Epoch 3727/5000
148/148 [==============================] - 0s 34us/step - loss: 94140.8281 - mean_absolute_error: 262.9170 - val_loss: 157674.2613 - val_mean_absolute_error: 375.4403
Epoch 3728/5000
148/148 [==============================] - 0s 27us/step - loss: 94140.3125 - mean_absolute_error: 262.9160 - val_loss: 157673.4940 - val_mean_absolute_error: 375.4394
Epoch 3729/5000
148/148 [==============================] - 0s 27us/step - loss: 94139.7891 - mean_absolute_error: 262.9150 - val_loss: 157672.7571 - val_mean_absolute_error: 375.4384
Epoch 3730/5000
148/148 [==============================] - 0s 41us/step - loss: 94139.2578 - mean_absolute_error: 262.9140 - val_loss: 157672.0050 - val_mean_absolute_error: 375.4374
Epoch 3731/5000
148/148 [==============================] - 0s 27us/step - loss: 94138.7266 - mean_absolute_error: 262.9130 - val_loss: 157671.2533 - val_mean_absolute_error: 375.4365
Epoch 3732/5000
148/148 [==============================] - 0s 27us/step - loss: 94138.2266 - mean_absolute_error: 262.9120 - val_loss: 157670.5008 - val_mean_absolute_error: 375.4355
Epoch 3733/5000
148/148 [==============================] - 0s 41us/step - loss: 94137.6875 - mean_absolute_error: 262.9110 - val_loss: 157669.7646 - val_mean_absolute_error: 375.4346
Epoch 3734/5000
148/148 [==============================] - 0s 27us/step - loss: 94137.1719 - mean_absolute_error: 262.9101 - val_loss: 157669.0279 - val_mean_absolute_error: 375.4336
Epoch 3735/5000
148/148 [==============================] - 0s 27us/step - loss: 94136.6484 - mean_absolute_error: 262.9090 - val_loss: 157668.2602 - val_mean_absolute_error: 375.4326
Epoch 3736/5000
148/148 [==============================] - 0s 34us/step - loss: 94136.1250 - mean_absolute_error: 262.9081 - val_loss: 157667.5237 - val_mean_absolute_error: 375.4317
Epoch 3737/5000
148/148 [==============================] - 0s 27us/step - loss: 94135.6094 - mean_absolute_error: 262.9070 - val_loss: 157666.7717 - val_mean_absolute_error: 375.4307
Epoch 3738/5000
148/148 [==============================] - 0s 27us/step - loss: 94135.0781 - mean_absolute_error: 262.9061 - val_loss: 157666.0194 - val_mean_absolute_error: 375.4297
Epoch 3739/5000
148/148 [==============================] - 0s 34us/step - loss: 94134.5391 - mean_absolute_error: 262.9051 - val_loss: 157665.2675 - val_mean_absolute_error: 375.4288
Epoch 3740/5000
148/148 [==============================] - 0s 34us/step - loss: 94134.0234 - mean_absolute_error: 262.9041 - val_loss: 157664.5308 - val_mean_absolute_error: 375.4277
Epoch 3741/5000
148/148 [==============================] - 0s 34us/step - loss: 94133.5000 - mean_absolute_error: 262.9030 - val_loss: 157663.7785 - val_mean_absolute_error: 375.4268
Epoch 3742/5000
148/148 [==============================] - 0s 41us/step - loss: 94132.9766 - mean_absolute_error: 262.9020 - val_loss: 157663.0421 - val_mean_absolute_error: 375.4258
Epoch 3743/5000
148/148 [==============================] - 0s 27us/step - loss: 94132.4688 - mean_absolute_error: 262.9011 - val_loss: 157662.2746 - val_mean_absolute_error: 375.4249
Epoch 3744/5000
148/148 [==============================] - 0s 27us/step - loss: 94131.9297 - mean_absolute_error: 262.9001 - val_loss: 157661.5225 - val_mean_absolute_error: 375.4238
Epoch 3745/5000
148/148 [==============================] - 0s 27us/step - loss: 94131.3984 - mean_absolute_error: 262.8990 - val_loss: 157660.8012 - val_mean_absolute_error: 375.4229
Epoch 3746/5000
148/148 [==============================] - 0s 34us/step - loss: 94130.8750 - mean_absolute_error: 262.8980 - val_loss: 157660.0338 - val_mean_absolute_error: 375.4219
Epoch 3747/5000
148/148 [==============================] - 0s 34us/step - loss: 94130.3516 - mean_absolute_error: 262.8971 - val_loss: 157659.2815 - val_mean_absolute_error: 375.4209
Epoch 3748/5000
148/148 [==============================] - 0s 27us/step - loss: 94129.8281 - mean_absolute_error: 262.8961 - val_loss: 157658.5604 - val_mean_absolute_error: 375.4200
Epoch 3749/5000
148/148 [==============================] - 0s 27us/step - loss: 94129.3125 - mean_absolute_error: 262.8951 - val_loss: 157657.8083 - val_mean_absolute_error: 375.4190
Epoch 3750/5000
148/148 [==============================] - 0s 34us/step - loss: 94128.7734 - mean_absolute_error: 262.8941 - val_loss: 157657.0562 - val_mean_absolute_error: 375.4180
Epoch 3751/5000
148/148 [==============================] - 0s 27us/step - loss: 94128.2500 - mean_absolute_error: 262.8931 - val_loss: 157656.3042 - val_mean_absolute_error: 375.4171
Epoch 3752/5000
148/148 [==============================] - 0s 34us/step - loss: 94127.7422 - mean_absolute_error: 262.8920 - val_loss: 157655.5367 - val_mean_absolute_error: 375.4161
Epoch 3753/5000
148/148 [==============================] - 0s 27us/step - loss: 94127.2188 - mean_absolute_error: 262.8911 - val_loss: 157654.8000 - val_mean_absolute_error: 375.4151
Epoch 3754/5000
148/148 [==============================] - 0s 34us/step - loss: 94126.6875 - mean_absolute_error: 262.8901 - val_loss: 157654.0635 - val_mean_absolute_error: 375.4142
Epoch 3755/5000
148/148 [==============================] - 0s 34us/step - loss: 94126.1719 - mean_absolute_error: 262.8891 - val_loss: 157653.2958 - val_mean_absolute_error: 375.4132
Epoch 3756/5000
148/148 [==============================] - 0s 27us/step - loss: 94125.6406 - mean_absolute_error: 262.8881 - val_loss: 157652.5592 - val_mean_absolute_error: 375.4122
Epoch 3757/5000
148/148 [==============================] - 0s 27us/step - loss: 94125.1094 - mean_absolute_error: 262.8871 - val_loss: 157651.8071 - val_mean_absolute_error: 375.4113
Epoch 3758/5000
148/148 [==============================] - 0s 34us/step - loss: 94124.5938 - mean_absolute_error: 262.8861 - val_loss: 157651.0550 - val_mean_absolute_error: 375.4103
Epoch 3759/5000
148/148 [==============================] - 0s 34us/step - loss: 94124.0547 - mean_absolute_error: 262.8851 - val_loss: 157650.2875 - val_mean_absolute_error: 375.4093
Epoch 3760/5000
148/148 [==============================] - 0s 27us/step - loss: 94123.5391 - mean_absolute_error: 262.8841 - val_loss: 157649.5665 - val_mean_absolute_error: 375.4084
Epoch 3761/5000
148/148 [==============================] - 0s 27us/step - loss: 94123.0234 - mean_absolute_error: 262.8831 - val_loss: 157648.8142 - val_mean_absolute_error: 375.4074
Epoch 3762/5000
148/148 [==============================] - 0s 27us/step - loss: 94122.5000 - mean_absolute_error: 262.8821 - val_loss: 157648.0621 - val_mean_absolute_error: 375.4065
Epoch 3763/5000
148/148 [==============================] - 0s 34us/step - loss: 94121.9688 - mean_absolute_error: 262.8812 - val_loss: 157647.3102 - val_mean_absolute_error: 375.4055
Epoch 3764/5000
148/148 [==============================] - 0s 34us/step - loss: 94121.4531 - mean_absolute_error: 262.8802 - val_loss: 157646.5733 - val_mean_absolute_error: 375.4045
Epoch 3765/5000
148/148 [==============================] - 0s 27us/step - loss: 94120.9219 - mean_absolute_error: 262.8791 - val_loss: 157645.8217 - val_mean_absolute_error: 375.4035
Epoch 3766/5000
148/148 [==============================] - 0s 34us/step - loss: 94120.4062 - mean_absolute_error: 262.8781 - val_loss: 157645.0848 - val_mean_absolute_error: 375.4026
Epoch 3767/5000
148/148 [==============================] - 0s 27us/step - loss: 94119.8750 - mean_absolute_error: 262.8772 - val_loss: 157644.3171 - val_mean_absolute_error: 375.4016
Epoch 3768/5000
148/148 [==============================] - 0s 27us/step - loss: 94119.3516 - mean_absolute_error: 262.8761 - val_loss: 157643.5808 - val_mean_absolute_error: 375.4007
Epoch 3769/5000
148/148 [==============================] - 0s 27us/step - loss: 94118.8281 - mean_absolute_error: 262.8752 - val_loss: 157642.8285 - val_mean_absolute_error: 375.3997
Epoch 3770/5000
148/148 [==============================] - 0s 27us/step - loss: 94118.3047 - mean_absolute_error: 262.8742 - val_loss: 157642.0763 - val_mean_absolute_error: 375.3986
Epoch 3771/5000
148/148 [==============================] - 0s 27us/step - loss: 94117.7734 - mean_absolute_error: 262.8731 - val_loss: 157641.3554 - val_mean_absolute_error: 375.3977
Epoch 3772/5000
148/148 [==============================] - 0s 34us/step - loss: 94117.2656 - mean_absolute_error: 262.8722 - val_loss: 157640.6033 - val_mean_absolute_error: 375.3967
Epoch 3773/5000
148/148 [==============================] - 0s 34us/step - loss: 94116.7344 - mean_absolute_error: 262.8712 - val_loss: 157639.8356 - val_mean_absolute_error: 375.3957
Epoch 3774/5000
148/148 [==============================] - 0s 34us/step - loss: 94116.2109 - mean_absolute_error: 262.8702 - val_loss: 157639.0992 - val_mean_absolute_error: 375.3948
Epoch 3775/5000
148/148 [==============================] - 0s 34us/step - loss: 94115.6875 - mean_absolute_error: 262.8692 - val_loss: 157638.3471 - val_mean_absolute_error: 375.3938
Epoch 3776/5000
148/148 [==============================] - 0s 34us/step - loss: 94115.1641 - mean_absolute_error: 262.8681 - val_loss: 157637.5794 - val_mean_absolute_error: 375.3928
Epoch 3777/5000
148/148 [==============================] - 0s 34us/step - loss: 94114.6328 - mean_absolute_error: 262.8671 - val_loss: 157636.8583 - val_mean_absolute_error: 375.3919
Epoch 3778/5000
148/148 [==============================] - 0s 34us/step - loss: 94114.1172 - mean_absolute_error: 262.8661 - val_loss: 157636.1063 - val_mean_absolute_error: 375.3909
Epoch 3779/5000
148/148 [==============================] - 0s 34us/step - loss: 94113.5781 - mean_absolute_error: 262.8651 - val_loss: 157635.3540 - val_mean_absolute_error: 375.3899
Epoch 3780/5000
148/148 [==============================] - 0s 34us/step - loss: 94113.0703 - mean_absolute_error: 262.8642 - val_loss: 157634.6021 - val_mean_absolute_error: 375.3890
Epoch 3781/5000
148/148 [==============================] - 0s 27us/step - loss: 94112.5391 - mean_absolute_error: 262.8632 - val_loss: 157633.8500 - val_mean_absolute_error: 375.3880
Epoch 3782/5000
148/148 [==============================] - 0s 27us/step - loss: 94112.0234 - mean_absolute_error: 262.8622 - val_loss: 157633.1131 - val_mean_absolute_error: 375.3870
Epoch 3783/5000
148/148 [==============================] - 0s 34us/step - loss: 94111.4844 - mean_absolute_error: 262.8612 - val_loss: 157632.3612 - val_mean_absolute_error: 375.3860
Epoch 3784/5000
148/148 [==============================] - 0s 27us/step - loss: 94110.9766 - mean_absolute_error: 262.8602 - val_loss: 157631.6092 - val_mean_absolute_error: 375.3851
Epoch 3785/5000
148/148 [==============================] - 0s 34us/step - loss: 94110.4453 - mean_absolute_error: 262.8592 - val_loss: 157630.8571 - val_mean_absolute_error: 375.3841
Epoch 3786/5000
148/148 [==============================] - 0s 27us/step - loss: 94109.9062 - mean_absolute_error: 262.8582 - val_loss: 157630.1204 - val_mean_absolute_error: 375.3831
Epoch 3787/5000
148/148 [==============================] - 0s 27us/step - loss: 94109.4062 - mean_absolute_error: 262.8572 - val_loss: 157629.3838 - val_mean_absolute_error: 375.3822
Epoch 3788/5000
148/148 [==============================] - 0s 34us/step - loss: 94108.8750 - mean_absolute_error: 262.8563 - val_loss: 157628.6160 - val_mean_absolute_error: 375.3812
Epoch 3789/5000
148/148 [==============================] - 0s 27us/step - loss: 94108.3438 - mean_absolute_error: 262.8552 - val_loss: 157627.8642 - val_mean_absolute_error: 375.3802
Epoch 3790/5000
148/148 [==============================] - 0s 27us/step - loss: 94107.8359 - mean_absolute_error: 262.8542 - val_loss: 157627.1275 - val_mean_absolute_error: 375.3793
Epoch 3791/5000
148/148 [==============================] - 0s 41us/step - loss: 94107.2969 - mean_absolute_error: 262.8532 - val_loss: 157626.3600 - val_mean_absolute_error: 375.3783
Epoch 3792/5000
148/148 [==============================] - 0s 27us/step - loss: 94106.7734 - mean_absolute_error: 262.8522 - val_loss: 157625.6235 - val_mean_absolute_error: 375.3773
Epoch 3793/5000
148/148 [==============================] - 0s 34us/step - loss: 94106.2578 - mean_absolute_error: 262.8513 - val_loss: 157624.8867 - val_mean_absolute_error: 375.3763
Epoch 3794/5000
148/148 [==============================] - 0s 34us/step - loss: 94105.7266 - mean_absolute_error: 262.8503 - val_loss: 157624.1192 - val_mean_absolute_error: 375.3753
Epoch 3795/5000
148/148 [==============================] - 0s 34us/step - loss: 94105.2031 - mean_absolute_error: 262.8492 - val_loss: 157623.3979 - val_mean_absolute_error: 375.3743
Epoch 3796/5000
148/148 [==============================] - 0s 34us/step - loss: 94104.6797 - mean_absolute_error: 262.8482 - val_loss: 157622.6150 - val_mean_absolute_error: 375.3734
Epoch 3797/5000
148/148 [==============================] - 0s 27us/step - loss: 94104.1484 - mean_absolute_error: 262.8473 - val_loss: 157621.8942 - val_mean_absolute_error: 375.3725
Epoch 3798/5000
148/148 [==============================] - 0s 27us/step - loss: 94103.6406 - mean_absolute_error: 262.8462 - val_loss: 157621.1419 - val_mean_absolute_error: 375.3715
Epoch 3799/5000
148/148 [==============================] - 0s 27us/step - loss: 94103.1172 - mean_absolute_error: 262.8452 - val_loss: 157620.3896 - val_mean_absolute_error: 375.3705
Epoch 3800/5000
148/148 [==============================] - 0s 27us/step - loss: 94102.5781 - mean_absolute_error: 262.8442 - val_loss: 157619.6688 - val_mean_absolute_error: 375.3695
Epoch 3801/5000
148/148 [==============================] - 0s 34us/step - loss: 94102.0781 - mean_absolute_error: 262.8432 - val_loss: 157618.9010 - val_mean_absolute_error: 375.3685
Epoch 3802/5000
148/148 [==============================] - 0s 27us/step - loss: 94101.5391 - mean_absolute_error: 262.8422 - val_loss: 157618.1487 - val_mean_absolute_error: 375.3676
Epoch 3803/5000
148/148 [==============================] - 0s 41us/step - loss: 94101.0078 - mean_absolute_error: 262.8412 - val_loss: 157617.3971 - val_mean_absolute_error: 375.3667
Epoch 3804/5000
148/148 [==============================] - 0s 34us/step - loss: 94100.4922 - mean_absolute_error: 262.8402 - val_loss: 157616.6450 - val_mean_absolute_error: 375.3657
Epoch 3805/5000
148/148 [==============================] - 0s 34us/step - loss: 94099.9766 - mean_absolute_error: 262.8393 - val_loss: 157615.8927 - val_mean_absolute_error: 375.3647
Epoch 3806/5000
148/148 [==============================] - 0s 27us/step - loss: 94099.4375 - mean_absolute_error: 262.8383 - val_loss: 157615.1717 - val_mean_absolute_error: 375.3638
Epoch 3807/5000
148/148 [==============================] - 0s 27us/step - loss: 94098.9219 - mean_absolute_error: 262.8373 - val_loss: 157614.4040 - val_mean_absolute_error: 375.3628
Epoch 3808/5000
148/148 [==============================] - 0s 34us/step - loss: 94098.4062 - mean_absolute_error: 262.8363 - val_loss: 157613.6517 - val_mean_absolute_error: 375.3618
Epoch 3809/5000
148/148 [==============================] - 0s 27us/step - loss: 94097.8672 - mean_absolute_error: 262.8353 - val_loss: 157612.9308 - val_mean_absolute_error: 375.3609
Epoch 3810/5000
148/148 [==============================] - 0s 27us/step - loss: 94097.3594 - mean_absolute_error: 262.8343 - val_loss: 157612.1633 - val_mean_absolute_error: 375.3599
Epoch 3811/5000
148/148 [==============================] - 0s 34us/step - loss: 94096.8281 - mean_absolute_error: 262.8333 - val_loss: 157611.3956 - val_mean_absolute_error: 375.3589
Epoch 3812/5000
148/148 [==============================] - 0s 27us/step - loss: 94096.2969 - mean_absolute_error: 262.8323 - val_loss: 157610.6746 - val_mean_absolute_error: 375.3580
Epoch 3813/5000
148/148 [==============================] - 0s 34us/step - loss: 94095.7734 - mean_absolute_error: 262.8313 - val_loss: 157609.9225 - val_mean_absolute_error: 375.3569
Epoch 3814/5000
148/148 [==============================] - 0s 34us/step - loss: 94095.2578 - mean_absolute_error: 262.8303 - val_loss: 157609.1702 - val_mean_absolute_error: 375.3560
Epoch 3815/5000
148/148 [==============================] - 0s 27us/step - loss: 94094.7266 - mean_absolute_error: 262.8293 - val_loss: 157608.4337 - val_mean_absolute_error: 375.3550
Epoch 3816/5000
148/148 [==============================] - 0s 34us/step - loss: 94094.2109 - mean_absolute_error: 262.8283 - val_loss: 157607.6817 - val_mean_absolute_error: 375.3541
Epoch 3817/5000
148/148 [==============================] - 0s 34us/step - loss: 94093.6719 - mean_absolute_error: 262.8273 - val_loss: 157606.9296 - val_mean_absolute_error: 375.3531
Epoch 3818/5000
148/148 [==============================] - 0s 27us/step - loss: 94093.1562 - mean_absolute_error: 262.8263 - val_loss: 157606.1929 - val_mean_absolute_error: 375.3522
Epoch 3819/5000
148/148 [==============================] - 0s 34us/step - loss: 94092.6406 - mean_absolute_error: 262.8253 - val_loss: 157605.4562 - val_mean_absolute_error: 375.3511
Epoch 3820/5000
148/148 [==============================] - 0s 34us/step - loss: 94092.1094 - mean_absolute_error: 262.8243 - val_loss: 157604.6885 - val_mean_absolute_error: 375.3501
Epoch 3821/5000
148/148 [==============================] - 0s 27us/step - loss: 94091.5781 - mean_absolute_error: 262.8233 - val_loss: 157603.9521 - val_mean_absolute_error: 375.3492
Epoch 3822/5000
148/148 [==============================] - 0s 34us/step - loss: 94091.0703 - mean_absolute_error: 262.8223 - val_loss: 157603.1846 - val_mean_absolute_error: 375.3482
Epoch 3823/5000
148/148 [==============================] - 0s 34us/step - loss: 94090.5391 - mean_absolute_error: 262.8214 - val_loss: 157602.4325 - val_mean_absolute_error: 375.3472
Epoch 3824/5000
148/148 [==============================] - 0s 27us/step - loss: 94090.0156 - mean_absolute_error: 262.8203 - val_loss: 157601.6960 - val_mean_absolute_error: 375.3463
Epoch 3825/5000
148/148 [==============================] - 0s 34us/step - loss: 94089.4922 - mean_absolute_error: 262.8193 - val_loss: 157600.9592 - val_mean_absolute_error: 375.3453
Epoch 3826/5000
148/148 [==============================] - 0s 41us/step - loss: 94088.9688 - mean_absolute_error: 262.8183 - val_loss: 157600.1608 - val_mean_absolute_error: 375.3443
Epoch 3827/5000
148/148 [==============================] - 0s 27us/step - loss: 94088.4297 - mean_absolute_error: 262.8173 - val_loss: 157599.4550 - val_mean_absolute_error: 375.3434
Epoch 3828/5000
148/148 [==============================] - 0s 34us/step - loss: 94087.9219 - mean_absolute_error: 262.8163 - val_loss: 157598.7029 - val_mean_absolute_error: 375.3424
Epoch 3829/5000
148/148 [==============================] - 0s 34us/step - loss: 94087.3984 - mean_absolute_error: 262.8153 - val_loss: 157597.9513 - val_mean_absolute_error: 375.3414
Epoch 3830/5000
148/148 [==============================] - 0s 34us/step - loss: 94086.8750 - mean_absolute_error: 262.8144 - val_loss: 157597.2144 - val_mean_absolute_error: 375.3405
Epoch 3831/5000
148/148 [==============================] - 0s 27us/step - loss: 94086.3516 - mean_absolute_error: 262.8134 - val_loss: 157596.4467 - val_mean_absolute_error: 375.3395
Epoch 3832/5000
148/148 [==============================] - 0s 34us/step - loss: 94085.8281 - mean_absolute_error: 262.8123 - val_loss: 157595.7258 - val_mean_absolute_error: 375.3385
Epoch 3833/5000
148/148 [==============================] - 0s 27us/step - loss: 94085.3125 - mean_absolute_error: 262.8114 - val_loss: 157594.9581 - val_mean_absolute_error: 375.3376
Epoch 3834/5000
148/148 [==============================] - 0s 27us/step - loss: 94084.7734 - mean_absolute_error: 262.8104 - val_loss: 157594.2058 - val_mean_absolute_error: 375.3366
Epoch 3835/5000
148/148 [==============================] - 0s 34us/step - loss: 94084.2422 - mean_absolute_error: 262.8094 - val_loss: 157593.4696 - val_mean_absolute_error: 375.3356
Epoch 3836/5000
148/148 [==============================] - 0s 27us/step - loss: 94083.7266 - mean_absolute_error: 262.8084 - val_loss: 157592.7329 - val_mean_absolute_error: 375.3346
Epoch 3837/5000
148/148 [==============================] - 0s 34us/step - loss: 94083.2188 - mean_absolute_error: 262.8074 - val_loss: 157591.9652 - val_mean_absolute_error: 375.3337
Epoch 3838/5000
148/148 [==============================] - 0s 34us/step - loss: 94082.6797 - mean_absolute_error: 262.8063 - val_loss: 157591.2288 - val_mean_absolute_error: 375.3327
Epoch 3839/5000
148/148 [==============================] - 0s 41us/step - loss: 94082.1641 - mean_absolute_error: 262.8054 - val_loss: 157590.4765 - val_mean_absolute_error: 375.3317
Epoch 3840/5000
148/148 [==============================] - 0s 27us/step - loss: 94081.6328 - mean_absolute_error: 262.8044 - val_loss: 157589.7242 - val_mean_absolute_error: 375.3308
Epoch 3841/5000
148/148 [==============================] - 0s 34us/step - loss: 94081.1094 - mean_absolute_error: 262.8034 - val_loss: 157588.9725 - val_mean_absolute_error: 375.3298
Epoch 3842/5000
148/148 [==============================] - 0s 27us/step - loss: 94080.5859 - mean_absolute_error: 262.8024 - val_loss: 157588.2204 - val_mean_absolute_error: 375.3288
Epoch 3843/5000
148/148 [==============================] - 0s 34us/step - loss: 94080.0625 - mean_absolute_error: 262.8014 - val_loss: 157587.4835 - val_mean_absolute_error: 375.3278
Epoch 3844/5000
148/148 [==============================] - 0s 41us/step - loss: 94079.5234 - mean_absolute_error: 262.8004 - val_loss: 157586.7317 - val_mean_absolute_error: 375.3268
Epoch 3845/5000
148/148 [==============================] - 0s 27us/step - loss: 94079.0156 - mean_absolute_error: 262.7994 - val_loss: 157585.9950 - val_mean_absolute_error: 375.3259
Epoch 3846/5000
148/148 [==============================] - 0s 27us/step - loss: 94078.4922 - mean_absolute_error: 262.7984 - val_loss: 157585.2273 - val_mean_absolute_error: 375.3249
Epoch 3847/5000
148/148 [==============================] - 0s 27us/step - loss: 94077.9609 - mean_absolute_error: 262.7974 - val_loss: 157584.5063 - val_mean_absolute_error: 375.3239
Epoch 3848/5000
148/148 [==============================] - 0s 41us/step - loss: 94077.4531 - mean_absolute_error: 262.7964 - val_loss: 157583.7542 - val_mean_absolute_error: 375.3230
Epoch 3849/5000
148/148 [==============================] - 0s 34us/step - loss: 94076.9219 - mean_absolute_error: 262.7954 - val_loss: 157583.0021 - val_mean_absolute_error: 375.3220
Epoch 3850/5000
148/148 [==============================] - 0s 34us/step - loss: 94076.3828 - mean_absolute_error: 262.7944 - val_loss: 157582.2346 - val_mean_absolute_error: 375.3210
Epoch 3851/5000
148/148 [==============================] - 0s 27us/step - loss: 94075.8750 - mean_absolute_error: 262.7934 - val_loss: 157581.4979 - val_mean_absolute_error: 375.3200
Epoch 3852/5000
148/148 [==============================] - 0s 34us/step - loss: 94075.3438 - mean_absolute_error: 262.7924 - val_loss: 157580.7302 - val_mean_absolute_error: 375.3191
Epoch 3853/5000
148/148 [==============================] - 0s 27us/step - loss: 94074.8203 - mean_absolute_error: 262.7914 - val_loss: 157580.0092 - val_mean_absolute_error: 375.3181
Epoch 3854/5000
148/148 [==============================] - 0s 27us/step - loss: 94074.2969 - mean_absolute_error: 262.7904 - val_loss: 157579.2571 - val_mean_absolute_error: 375.3172
Epoch 3855/5000
148/148 [==============================] - 0s 27us/step - loss: 94073.7734 - mean_absolute_error: 262.7894 - val_loss: 157578.4896 - val_mean_absolute_error: 375.3162
Epoch 3856/5000
148/148 [==============================] - 0s 34us/step - loss: 94073.2422 - mean_absolute_error: 262.7884 - val_loss: 157577.7840 - val_mean_absolute_error: 375.3153
Epoch 3857/5000
148/148 [==============================] - 0s 27us/step - loss: 94072.7344 - mean_absolute_error: 262.7874 - val_loss: 157577.0162 - val_mean_absolute_error: 375.3143
Epoch 3858/5000
148/148 [==============================] - 0s 34us/step - loss: 94072.2031 - mean_absolute_error: 262.7865 - val_loss: 157576.2487 - val_mean_absolute_error: 375.3133
Epoch 3859/5000
148/148 [==============================] - 0s 27us/step - loss: 94071.6719 - mean_absolute_error: 262.7855 - val_loss: 157575.5121 - val_mean_absolute_error: 375.3123
Epoch 3860/5000
148/148 [==============================] - 0s 34us/step - loss: 94071.1562 - mean_absolute_error: 262.7845 - val_loss: 157574.7754 - val_mean_absolute_error: 375.3114
Epoch 3861/5000
148/148 [==============================] - 0s 34us/step - loss: 94070.6250 - mean_absolute_error: 262.7835 - val_loss: 157574.0392 - val_mean_absolute_error: 375.3104
Epoch 3862/5000
148/148 [==============================] - 0s 27us/step - loss: 94070.1250 - mean_absolute_error: 262.7825 - val_loss: 157573.2715 - val_mean_absolute_error: 375.3094
Epoch 3863/5000
148/148 [==============================] - 0s 34us/step - loss: 94069.5859 - mean_absolute_error: 262.7815 - val_loss: 157572.5192 - val_mean_absolute_error: 375.3085
Epoch 3864/5000
148/148 [==============================] - 0s 34us/step - loss: 94069.0703 - mean_absolute_error: 262.7805 - val_loss: 157571.7983 - val_mean_absolute_error: 375.3075
Epoch 3865/5000
148/148 [==============================] - 0s 27us/step - loss: 94068.5391 - mean_absolute_error: 262.7794 - val_loss: 157571.0152 - val_mean_absolute_error: 375.3065
Epoch 3866/5000
148/148 [==============================] - 0s 34us/step - loss: 94068.0234 - mean_absolute_error: 262.7785 - val_loss: 157570.2783 - val_mean_absolute_error: 375.3056
Epoch 3867/5000
148/148 [==============================] - 0s 34us/step - loss: 94067.4844 - mean_absolute_error: 262.7775 - val_loss: 157569.5421 - val_mean_absolute_error: 375.3046
Epoch 3868/5000
148/148 [==============================] - 0s 34us/step - loss: 94066.9688 - mean_absolute_error: 262.7765 - val_loss: 157568.7746 - val_mean_absolute_error: 375.3036
Epoch 3869/5000
148/148 [==============================] - 0s 34us/step - loss: 94066.4453 - mean_absolute_error: 262.7755 - val_loss: 157568.0377 - val_mean_absolute_error: 375.3026
Epoch 3870/5000
148/148 [==============================] - 0s 34us/step - loss: 94065.9141 - mean_absolute_error: 262.7745 - val_loss: 157567.3012 - val_mean_absolute_error: 375.3016
Epoch 3871/5000
148/148 [==============================] - 0s 34us/step - loss: 94065.3984 - mean_absolute_error: 262.7735 - val_loss: 157566.5490 - val_mean_absolute_error: 375.3007
Epoch 3872/5000
148/148 [==============================] - 0s 34us/step - loss: 94064.8750 - mean_absolute_error: 262.7725 - val_loss: 157565.7967 - val_mean_absolute_error: 375.2997
Epoch 3873/5000
148/148 [==============================] - 0s 34us/step - loss: 94064.3438 - mean_absolute_error: 262.7715 - val_loss: 157565.0450 - val_mean_absolute_error: 375.2987
Epoch 3874/5000
148/148 [==============================] - 0s 27us/step - loss: 94063.8281 - mean_absolute_error: 262.7704 - val_loss: 157564.2929 - val_mean_absolute_error: 375.2978
Epoch 3875/5000
148/148 [==============================] - 0s 34us/step - loss: 94063.2969 - mean_absolute_error: 262.7695 - val_loss: 157563.5406 - val_mean_absolute_error: 375.2968
Epoch 3876/5000
148/148 [==============================] - 0s 34us/step - loss: 94062.7734 - mean_absolute_error: 262.7685 - val_loss: 157562.8042 - val_mean_absolute_error: 375.2958
Epoch 3877/5000
148/148 [==============================] - 0s 27us/step - loss: 94062.2656 - mean_absolute_error: 262.7675 - val_loss: 157562.0521 - val_mean_absolute_error: 375.2949
Epoch 3878/5000
148/148 [==============================] - 0s 34us/step - loss: 94061.7266 - mean_absolute_error: 262.7665 - val_loss: 157561.2998 - val_mean_absolute_error: 375.2939
Epoch 3879/5000
148/148 [==============================] - 0s 27us/step - loss: 94061.2031 - mean_absolute_error: 262.7655 - val_loss: 157560.5633 - val_mean_absolute_error: 375.2929
Epoch 3880/5000
148/148 [==============================] - 0s 34us/step - loss: 94060.6797 - mean_absolute_error: 262.7645 - val_loss: 157559.8112 - val_mean_absolute_error: 375.2920
Epoch 3881/5000
148/148 [==============================] - 0s 34us/step - loss: 94060.1641 - mean_absolute_error: 262.7635 - val_loss: 157559.0592 - val_mean_absolute_error: 375.2910
Epoch 3882/5000
148/148 [==============================] - 0s 27us/step - loss: 94059.6250 - mean_absolute_error: 262.7625 - val_loss: 157558.3379 - val_mean_absolute_error: 375.2901
Epoch 3883/5000
148/148 [==============================] - 0s 27us/step - loss: 94059.1172 - mean_absolute_error: 262.7615 - val_loss: 157557.5704 - val_mean_absolute_error: 375.2891
Epoch 3884/5000
148/148 [==============================] - 0s 41us/step - loss: 94058.5938 - mean_absolute_error: 262.7606 - val_loss: 157556.8183 - val_mean_absolute_error: 375.2881
Epoch 3885/5000
148/148 [==============================] - 0s 27us/step - loss: 94058.0625 - mean_absolute_error: 262.7596 - val_loss: 157556.0817 - val_mean_absolute_error: 375.2871
Epoch 3886/5000
148/148 [==============================] - 0s 41us/step - loss: 94057.5469 - mean_absolute_error: 262.7585 - val_loss: 157555.3296 - val_mean_absolute_error: 375.2861
Epoch 3887/5000
148/148 [==============================] - 0s 34us/step - loss: 94057.0234 - mean_absolute_error: 262.7575 - val_loss: 157554.5621 - val_mean_absolute_error: 375.2852
Epoch 3888/5000
148/148 [==============================] - 0s 27us/step - loss: 94056.4844 - mean_absolute_error: 262.7565 - val_loss: 157553.8256 - val_mean_absolute_error: 375.2842
Epoch 3889/5000
148/148 [==============================] - 0s 34us/step - loss: 94055.9766 - mean_absolute_error: 262.7556 - val_loss: 157553.0733 - val_mean_absolute_error: 375.2832
Epoch 3890/5000
148/148 [==============================] - 0s 34us/step - loss: 94055.4375 - mean_absolute_error: 262.7546 - val_loss: 157552.3213 - val_mean_absolute_error: 375.2822
Epoch 3891/5000
148/148 [==============================] - 0s 20us/step - loss: 94054.9141 - mean_absolute_error: 262.7535 - val_loss: 157551.6002 - val_mean_absolute_error: 375.2813
Epoch 3892/5000
148/148 [==============================] - 0s 34us/step - loss: 94054.4062 - mean_absolute_error: 262.7525 - val_loss: 157550.8325 - val_mean_absolute_error: 375.2803
Epoch 3893/5000
148/148 [==============================] - 0s 34us/step - loss: 94053.8672 - mean_absolute_error: 262.7515 - val_loss: 157550.0963 - val_mean_absolute_error: 375.2793
Epoch 3894/5000
148/148 [==============================] - 0s 34us/step - loss: 94053.3594 - mean_absolute_error: 262.7506 - val_loss: 157549.3440 - val_mean_absolute_error: 375.2783
Epoch 3895/5000
148/148 [==============================] - 0s 27us/step - loss: 94052.8281 - mean_absolute_error: 262.7496 - val_loss: 157548.5917 - val_mean_absolute_error: 375.2774
Epoch 3896/5000
148/148 [==============================] - 0s 34us/step - loss: 94052.2969 - mean_absolute_error: 262.7486 - val_loss: 157547.8554 - val_mean_absolute_error: 375.2764
Epoch 3897/5000
148/148 [==============================] - 0s 27us/step - loss: 94051.7812 - mean_absolute_error: 262.7476 - val_loss: 157547.1033 - val_mean_absolute_error: 375.2754
Epoch 3898/5000
148/148 [==============================] - 0s 34us/step - loss: 94051.2578 - mean_absolute_error: 262.7465 - val_loss: 157546.3662 - val_mean_absolute_error: 375.2745
Epoch 3899/5000
148/148 [==============================] - 0s 27us/step - loss: 94050.7266 - mean_absolute_error: 262.7455 - val_loss: 157545.5992 - val_mean_absolute_error: 375.2735
Epoch 3900/5000
148/148 [==============================] - 0s 27us/step - loss: 94050.2188 - mean_absolute_error: 262.7446 - val_loss: 157544.8471 - val_mean_absolute_error: 375.2725
Epoch 3901/5000
148/148 [==============================] - 0s 27us/step - loss: 94049.6719 - mean_absolute_error: 262.7436 - val_loss: 157544.1102 - val_mean_absolute_error: 375.2716
Epoch 3902/5000
148/148 [==============================] - 0s 27us/step - loss: 94049.1641 - mean_absolute_error: 262.7426 - val_loss: 157543.3737 - val_mean_absolute_error: 375.2706
Epoch 3903/5000
148/148 [==============================] - 0s 34us/step - loss: 94048.6484 - mean_absolute_error: 262.7416 - val_loss: 157542.6063 - val_mean_absolute_error: 375.2696
Epoch 3904/5000
148/148 [==============================] - 0s 34us/step - loss: 94048.1094 - mean_absolute_error: 262.7406 - val_loss: 157541.8696 - val_mean_absolute_error: 375.2687
Epoch 3905/5000
148/148 [==============================] - 0s 34us/step - loss: 94047.5938 - mean_absolute_error: 262.7396 - val_loss: 157541.1329 - val_mean_absolute_error: 375.2677
Epoch 3906/5000
148/148 [==============================] - 0s 34us/step - loss: 94047.0703 - mean_absolute_error: 262.7386 - val_loss: 157540.3808 - val_mean_absolute_error: 375.2668
Epoch 3907/5000
148/148 [==============================] - 0s 34us/step - loss: 94046.5391 - mean_absolute_error: 262.7376 - val_loss: 157539.6285 - val_mean_absolute_error: 375.2658
Epoch 3908/5000
148/148 [==============================] - 0s 27us/step - loss: 94046.0156 - mean_absolute_error: 262.7366 - val_loss: 157538.8767 - val_mean_absolute_error: 375.2648
Epoch 3909/5000
148/148 [==============================] - 0s 41us/step - loss: 94045.4922 - mean_absolute_error: 262.7357 - val_loss: 157538.1246 - val_mean_absolute_error: 375.2639
Epoch 3910/5000
148/148 [==============================] - 0s 34us/step - loss: 94044.9688 - mean_absolute_error: 262.7347 - val_loss: 157537.3725 - val_mean_absolute_error: 375.2629
Epoch 3911/5000
148/148 [==============================] - 0s 20us/step - loss: 94044.4453 - mean_absolute_error: 262.7336 - val_loss: 157536.6515 - val_mean_absolute_error: 375.2619
Epoch 3912/5000
148/148 [==============================] - 0s 34us/step - loss: 94043.9219 - mean_absolute_error: 262.7326 - val_loss: 157535.8838 - val_mean_absolute_error: 375.2610
Epoch 3913/5000
148/148 [==============================] - 0s 34us/step - loss: 94043.3906 - mean_absolute_error: 262.7316 - val_loss: 157535.1317 - val_mean_absolute_error: 375.2600
Epoch 3914/5000
148/148 [==============================] - 0s 34us/step - loss: 94042.8750 - mean_absolute_error: 262.7306 - val_loss: 157534.4106 - val_mean_absolute_error: 375.2590
Epoch 3915/5000
148/148 [==============================] - 0s 27us/step - loss: 94042.3516 - mean_absolute_error: 262.7297 - val_loss: 157533.6429 - val_mean_absolute_error: 375.2580
Epoch 3916/5000
148/148 [==============================] - 0s 34us/step - loss: 94041.8281 - mean_absolute_error: 262.7287 - val_loss: 157532.8908 - val_mean_absolute_error: 375.2570
Epoch 3917/5000
148/148 [==============================] - 0s 34us/step - loss: 94041.2969 - mean_absolute_error: 262.7276 - val_loss: 157532.1544 - val_mean_absolute_error: 375.2560
Epoch 3918/5000
148/148 [==============================] - 0s 27us/step - loss: 94040.7891 - mean_absolute_error: 262.7266 - val_loss: 157531.3869 - val_mean_absolute_error: 375.2551
Epoch 3919/5000
148/148 [==============================] - 0s 34us/step - loss: 94040.2500 - mean_absolute_error: 262.7257 - val_loss: 157530.6500 - val_mean_absolute_error: 375.2541
Epoch 3920/5000
148/148 [==============================] - 0s 41us/step - loss: 94039.7266 - mean_absolute_error: 262.7247 - val_loss: 157529.9135 - val_mean_absolute_error: 375.2531
Epoch 3921/5000
148/148 [==============================] - 0s 27us/step - loss: 94039.2188 - mean_absolute_error: 262.7237 - val_loss: 157529.1458 - val_mean_absolute_error: 375.2522
Epoch 3922/5000
148/148 [==============================] - 0s 34us/step - loss: 94038.6875 - mean_absolute_error: 262.7226 - val_loss: 157528.4092 - val_mean_absolute_error: 375.2512
Epoch 3923/5000
148/148 [==============================] - 0s 27us/step - loss: 94038.1562 - mean_absolute_error: 262.7216 - val_loss: 157527.6421 - val_mean_absolute_error: 375.2502
Epoch 3924/5000
148/148 [==============================] - 0s 27us/step - loss: 94037.6406 - mean_absolute_error: 262.7206 - val_loss: 157526.8898 - val_mean_absolute_error: 375.2492
Epoch 3925/5000
148/148 [==============================] - 0s 27us/step - loss: 94037.1172 - mean_absolute_error: 262.7197 - val_loss: 157526.1688 - val_mean_absolute_error: 375.2483
Epoch 3926/5000
148/148 [==============================] - 0s 27us/step - loss: 94036.5938 - mean_absolute_error: 262.7187 - val_loss: 157525.4167 - val_mean_absolute_error: 375.2473
Epoch 3927/5000
148/148 [==============================] - 0s 27us/step - loss: 94036.0703 - mean_absolute_error: 262.7177 - val_loss: 157524.6644 - val_mean_absolute_error: 375.2463
Epoch 3928/5000
148/148 [==============================] - 0s 34us/step - loss: 94035.5391 - mean_absolute_error: 262.7167 - val_loss: 157523.9279 - val_mean_absolute_error: 375.2454
Epoch 3929/5000
148/148 [==============================] - 0s 34us/step - loss: 94035.0234 - mean_absolute_error: 262.7157 - val_loss: 157523.1604 - val_mean_absolute_error: 375.2444
Epoch 3930/5000
148/148 [==============================] - 0s 34us/step - loss: 94034.5000 - mean_absolute_error: 262.7147 - val_loss: 157522.4237 - val_mean_absolute_error: 375.2435
Epoch 3931/5000
148/148 [==============================] - 0s 34us/step - loss: 94033.9766 - mean_absolute_error: 262.7137 - val_loss: 157521.6871 - val_mean_absolute_error: 375.2425
Epoch 3932/5000
148/148 [==============================] - 0s 34us/step - loss: 94033.4609 - mean_absolute_error: 262.7127 - val_loss: 157520.9196 - val_mean_absolute_error: 375.2415
Epoch 3933/5000
148/148 [==============================] - 0s 27us/step - loss: 94032.9219 - mean_absolute_error: 262.7117 - val_loss: 157520.1827 - val_mean_absolute_error: 375.2406
Epoch 3934/5000
148/148 [==============================] - 0s 34us/step - loss: 94032.4062 - mean_absolute_error: 262.7108 - val_loss: 157519.4308 - val_mean_absolute_error: 375.2396
Epoch 3935/5000
148/148 [==============================] - 0s 27us/step - loss: 94031.8828 - mean_absolute_error: 262.7097 - val_loss: 157518.6942 - val_mean_absolute_error: 375.2386
Epoch 3936/5000
148/148 [==============================] - 0s 27us/step - loss: 94031.3516 - mean_absolute_error: 262.7087 - val_loss: 157517.9267 - val_mean_absolute_error: 375.2376
Epoch 3937/5000
148/148 [==============================] - 0s 27us/step - loss: 94030.8281 - mean_absolute_error: 262.7077 - val_loss: 157517.1902 - val_mean_absolute_error: 375.2367
Epoch 3938/5000
148/148 [==============================] - 0s 27us/step - loss: 94030.3125 - mean_absolute_error: 262.7067 - val_loss: 157516.4379 - val_mean_absolute_error: 375.2357
Epoch 3939/5000
148/148 [==============================] - 0s 34us/step - loss: 94029.7891 - mean_absolute_error: 262.7057 - val_loss: 157515.6858 - val_mean_absolute_error: 375.2346
Epoch 3940/5000
148/148 [==============================] - 0s 27us/step - loss: 94029.2578 - mean_absolute_error: 262.7047 - val_loss: 157514.9494 - val_mean_absolute_error: 375.2337
Epoch 3941/5000
148/148 [==============================] - 0s 34us/step - loss: 94028.7422 - mean_absolute_error: 262.7037 - val_loss: 157514.2125 - val_mean_absolute_error: 375.2328
Epoch 3942/5000
148/148 [==============================] - 0s 34us/step - loss: 94028.2188 - mean_absolute_error: 262.7027 - val_loss: 157513.4450 - val_mean_absolute_error: 375.2318
Epoch 3943/5000
148/148 [==============================] - 0s 27us/step - loss: 94027.6797 - mean_absolute_error: 262.7018 - val_loss: 157512.7085 - val_mean_absolute_error: 375.2308
Epoch 3944/5000
148/148 [==============================] - 0s 34us/step - loss: 94027.1719 - mean_absolute_error: 262.7007 - val_loss: 157511.9562 - val_mean_absolute_error: 375.2299
Epoch 3945/5000
148/148 [==============================] - 0s 34us/step - loss: 94026.6406 - mean_absolute_error: 262.6997 - val_loss: 157511.2042 - val_mean_absolute_error: 375.2289
Epoch 3946/5000
148/148 [==============================] - 0s 41us/step - loss: 94026.1172 - mean_absolute_error: 262.6987 - val_loss: 157510.4679 - val_mean_absolute_error: 375.2279
Epoch 3947/5000
148/148 [==============================] - 0s 41us/step - loss: 94025.6016 - mean_absolute_error: 262.6977 - val_loss: 157509.7000 - val_mean_absolute_error: 375.2270
Epoch 3948/5000
148/148 [==============================] - 0s 40us/step - loss: 94025.0781 - mean_absolute_error: 262.6967 - val_loss: 157508.9633 - val_mean_absolute_error: 375.2260
Epoch 3949/5000
148/148 [==============================] - 0s 34us/step - loss: 94024.5391 - mean_absolute_error: 262.6957 - val_loss: 157508.2117 - val_mean_absolute_error: 375.2250
Epoch 3950/5000
148/148 [==============================] - 0s 34us/step - loss: 94024.0234 - mean_absolute_error: 262.6947 - val_loss: 157507.4594 - val_mean_absolute_error: 375.2241
Epoch 3951/5000
148/148 [==============================] - 0s 27us/step - loss: 94023.5078 - mean_absolute_error: 262.6938 - val_loss: 157506.7071 - val_mean_absolute_error: 375.2231
Epoch 3952/5000
148/148 [==============================] - 0s 27us/step - loss: 94022.9688 - mean_absolute_error: 262.6927 - val_loss: 157505.9862 - val_mean_absolute_error: 375.2221
Epoch 3953/5000
148/148 [==============================] - 0s 47us/step - loss: 94022.4609 - mean_absolute_error: 262.6918 - val_loss: 157505.2342 - val_mean_absolute_error: 375.2211
Epoch 3954/5000
148/148 [==============================] - 0s 34us/step - loss: 94021.9219 - mean_absolute_error: 262.6908 - val_loss: 157504.4819 - val_mean_absolute_error: 375.2202
Epoch 3955/5000
148/148 [==============================] - 0s 47us/step - loss: 94021.3984 - mean_absolute_error: 262.6898 - val_loss: 157503.7300 - val_mean_absolute_error: 375.2192
Epoch 3956/5000
148/148 [==============================] - 0s 41us/step - loss: 94020.8828 - mean_absolute_error: 262.6888 - val_loss: 157502.9931 - val_mean_absolute_error: 375.2183
Epoch 3957/5000
148/148 [==============================] - 0s 34us/step - loss: 94020.3672 - mean_absolute_error: 262.6878 - val_loss: 157502.2412 - val_mean_absolute_error: 375.2173
Epoch 3958/5000
148/148 [==============================] - 0s 34us/step - loss: 94019.8438 - mean_absolute_error: 262.6868 - val_loss: 157501.4738 - val_mean_absolute_error: 375.2163
Epoch 3959/5000
148/148 [==============================] - 0s 34us/step - loss: 94019.3203 - mean_absolute_error: 262.6858 - val_loss: 157500.7371 - val_mean_absolute_error: 375.2153
Epoch 3960/5000
148/148 [==============================] - 0s 34us/step - loss: 94018.7812 - mean_absolute_error: 262.6848 - val_loss: 157500.0006 - val_mean_absolute_error: 375.2144
Epoch 3961/5000
148/148 [==============================] - 0s 41us/step - loss: 94018.2734 - mean_absolute_error: 262.6838 - val_loss: 157499.2638 - val_mean_absolute_error: 375.2134
Epoch 3962/5000
148/148 [==============================] - 0s 34us/step - loss: 94017.7500 - mean_absolute_error: 262.6828 - val_loss: 157498.4962 - val_mean_absolute_error: 375.2125
Epoch 3963/5000
148/148 [==============================] - 0s 41us/step - loss: 94017.2188 - mean_absolute_error: 262.6818 - val_loss: 157497.7598 - val_mean_absolute_error: 375.2115
Epoch 3964/5000
148/148 [==============================] - 0s 34us/step - loss: 94016.7031 - mean_absolute_error: 262.6808 - val_loss: 157497.0229 - val_mean_absolute_error: 375.2105
Epoch 3965/5000
148/148 [==============================] - 0s 41us/step - loss: 94016.1719 - mean_absolute_error: 262.6798 - val_loss: 157496.2554 - val_mean_absolute_error: 375.2095
Epoch 3966/5000
148/148 [==============================] - 0s 34us/step - loss: 94015.6406 - mean_absolute_error: 262.6788 - val_loss: 157495.5038 - val_mean_absolute_error: 375.2085
Epoch 3967/5000
148/148 [==============================] - 0s 34us/step - loss: 94015.1250 - mean_absolute_error: 262.6778 - val_loss: 157494.7515 - val_mean_absolute_error: 375.2076
Epoch 3968/5000
148/148 [==============================] - 0s 34us/step - loss: 94014.6094 - mean_absolute_error: 262.6768 - val_loss: 157493.9992 - val_mean_absolute_error: 375.2066
Epoch 3969/5000
148/148 [==============================] - 0s 41us/step - loss: 94014.0703 - mean_absolute_error: 262.6758 - val_loss: 157493.2781 - val_mean_absolute_error: 375.2056
Epoch 3970/5000
148/148 [==============================] - 0s 34us/step - loss: 94013.5625 - mean_absolute_error: 262.6749 - val_loss: 157492.5258 - val_mean_absolute_error: 375.2046
Epoch 3971/5000
148/148 [==============================] - 0s 41us/step - loss: 94013.0234 - mean_absolute_error: 262.6738 - val_loss: 157491.7583 - val_mean_absolute_error: 375.2037
Epoch 3972/5000
148/148 [==============================] - 0s 34us/step - loss: 94012.5000 - mean_absolute_error: 262.6728 - val_loss: 157491.0221 - val_mean_absolute_error: 375.2027
Epoch 3973/5000
148/148 [==============================] - 0s 27us/step - loss: 94011.9922 - mean_absolute_error: 262.6718 - val_loss: 157490.2852 - val_mean_absolute_error: 375.2017
Epoch 3974/5000
148/148 [==============================] - 0s 27us/step - loss: 94011.4531 - mean_absolute_error: 262.6708 - val_loss: 157489.5329 - val_mean_absolute_error: 375.2008
Epoch 3975/5000
148/148 [==============================] - 0s 34us/step - loss: 94010.9219 - mean_absolute_error: 262.6698 - val_loss: 157488.7812 - val_mean_absolute_error: 375.1998
Epoch 3976/5000
148/148 [==============================] - 0s 27us/step - loss: 94010.4219 - mean_absolute_error: 262.6689 - val_loss: 157488.0290 - val_mean_absolute_error: 375.1988
Epoch 3977/5000
148/148 [==============================] - 0s 34us/step - loss: 94009.8828 - mean_absolute_error: 262.6679 - val_loss: 157487.2767 - val_mean_absolute_error: 375.1978
Epoch 3978/5000
148/148 [==============================] - 0s 34us/step - loss: 94009.3594 - mean_absolute_error: 262.6669 - val_loss: 157486.5404 - val_mean_absolute_error: 375.1969
Epoch 3979/5000
148/148 [==============================] - 0s 27us/step - loss: 94008.8438 - mean_absolute_error: 262.6659 - val_loss: 157485.7883 - val_mean_absolute_error: 375.1959
Epoch 3980/5000
148/148 [==============================] - 0s 27us/step - loss: 94008.3203 - mean_absolute_error: 262.6649 - val_loss: 157485.0360 - val_mean_absolute_error: 375.1950
Epoch 3981/5000
148/148 [==============================] - 0s 34us/step - loss: 94007.7812 - mean_absolute_error: 262.6639 - val_loss: 157484.2996 - val_mean_absolute_error: 375.1940
Epoch 3982/5000
148/148 [==============================] - 0s 41us/step - loss: 94007.2734 - mean_absolute_error: 262.6629 - val_loss: 157483.5321 - val_mean_absolute_error: 375.1930
Epoch 3983/5000
148/148 [==============================] - 0s 34us/step - loss: 94006.7422 - mean_absolute_error: 262.6619 - val_loss: 157482.7954 - val_mean_absolute_error: 375.1920
Epoch 3984/5000
148/148 [==============================] - 0s 41us/step - loss: 94006.2188 - mean_absolute_error: 262.6608 - val_loss: 157482.0433 - val_mean_absolute_error: 375.1911
Epoch 3985/5000
148/148 [==============================] - 0s 34us/step - loss: 94005.7031 - mean_absolute_error: 262.6599 - val_loss: 157481.3067 - val_mean_absolute_error: 375.1901
Epoch 3986/5000
148/148 [==============================] - 0s 41us/step - loss: 94005.1719 - mean_absolute_error: 262.6589 - val_loss: 157480.5390 - val_mean_absolute_error: 375.1892
Epoch 3987/5000
148/148 [==============================] - 0s 34us/step - loss: 94004.6484 - mean_absolute_error: 262.6579 - val_loss: 157479.8025 - val_mean_absolute_error: 375.1882
Epoch 3988/5000
148/148 [==============================] - 0s 34us/step - loss: 94004.1328 - mean_absolute_error: 262.6569 - val_loss: 157479.0504 - val_mean_absolute_error: 375.1871
Epoch 3989/5000
148/148 [==============================] - 0s 27us/step - loss: 94003.6016 - mean_absolute_error: 262.6559 - val_loss: 157478.3142 - val_mean_absolute_error: 375.1862
Epoch 3990/5000
148/148 [==============================] - 0s 34us/step - loss: 94003.0938 - mean_absolute_error: 262.6549 - val_loss: 157477.5773 - val_mean_absolute_error: 375.1852
Epoch 3991/5000
148/148 [==============================] - 0s 27us/step - loss: 94002.5625 - mean_absolute_error: 262.6538 - val_loss: 157476.8096 - val_mean_absolute_error: 375.1842
Epoch 3992/5000
148/148 [==============================] - 0s 41us/step - loss: 94002.0234 - mean_absolute_error: 262.6529 - val_loss: 157476.0887 - val_mean_absolute_error: 375.1833
Epoch 3993/5000
148/148 [==============================] - 0s 34us/step - loss: 94001.5234 - mean_absolute_error: 262.6519 - val_loss: 157475.3210 - val_mean_absolute_error: 375.1823
Epoch 3994/5000
148/148 [==============================] - 0s 27us/step - loss: 94000.9922 - mean_absolute_error: 262.6509 - val_loss: 157474.5688 - val_mean_absolute_error: 375.1813
Epoch 3995/5000
148/148 [==============================] - 0s 41us/step - loss: 94000.4609 - mean_absolute_error: 262.6499 - val_loss: 157473.8325 - val_mean_absolute_error: 375.1803
Epoch 3996/5000
148/148 [==============================] - 0s 41us/step - loss: 93999.9453 - mean_absolute_error: 262.6489 - val_loss: 157473.0802 - val_mean_absolute_error: 375.1794
Epoch 3997/5000
148/148 [==============================] - 0s 34us/step - loss: 93999.4219 - mean_absolute_error: 262.6479 - val_loss: 157472.3279 - val_mean_absolute_error: 375.1784
Epoch 3998/5000
148/148 [==============================] - 0s 34us/step - loss: 93998.8906 - mean_absolute_error: 262.6469 - val_loss: 157471.5917 - val_mean_absolute_error: 375.1775
Epoch 3999/5000
148/148 [==============================] - 0s 41us/step - loss: 93998.3750 - mean_absolute_error: 262.6459 - val_loss: 157470.8394 - val_mean_absolute_error: 375.1766
Epoch 4000/5000
148/148 [==============================] - 0s 34us/step - loss: 93997.8516 - mean_absolute_error: 262.6449 - val_loss: 157470.0871 - val_mean_absolute_error: 375.1756
Epoch 4001/5000
148/148 [==============================] - 0s 34us/step - loss: 93997.3203 - mean_absolute_error: 262.6439 - val_loss: 157469.3508 - val_mean_absolute_error: 375.1746
Epoch 4002/5000
148/148 [==============================] - 0s 41us/step - loss: 93996.8047 - mean_absolute_error: 262.6429 - val_loss: 157468.5833 - val_mean_absolute_error: 375.1736
Epoch 4003/5000
148/148 [==============================] - 0s 34us/step - loss: 93996.2812 - mean_absolute_error: 262.6419 - val_loss: 157467.8310 - val_mean_absolute_error: 375.1727
Epoch 4004/5000
148/148 [==============================] - 0s 34us/step - loss: 93995.7422 - mean_absolute_error: 262.6410 - val_loss: 157467.1100 - val_mean_absolute_error: 375.1717
Epoch 4005/5000
148/148 [==============================] - 0s 34us/step - loss: 93995.2266 - mean_absolute_error: 262.6400 - val_loss: 157466.3579 - val_mean_absolute_error: 375.1707
Epoch 4006/5000
148/148 [==============================] - 0s 34us/step - loss: 93994.7109 - mean_absolute_error: 262.6390 - val_loss: 157465.6056 - val_mean_absolute_error: 375.1697
Epoch 4007/5000
148/148 [==============================] - 0s 34us/step - loss: 93994.1797 - mean_absolute_error: 262.6380 - val_loss: 157464.8538 - val_mean_absolute_error: 375.1688
Epoch 4008/5000
148/148 [==============================] - 0s 20us/step - loss: 93993.6641 - mean_absolute_error: 262.6370 - val_loss: 157464.0862 - val_mean_absolute_error: 375.1678
Epoch 4009/5000
148/148 [==============================] - 0s 41us/step - loss: 93993.1406 - mean_absolute_error: 262.6360 - val_loss: 157463.3496 - val_mean_absolute_error: 375.1668
Epoch 4010/5000
148/148 [==============================] - 0s 41us/step - loss: 93992.6172 - mean_absolute_error: 262.6350 - val_loss: 157462.6129 - val_mean_absolute_error: 375.1659
Epoch 4011/5000
148/148 [==============================] - 0s 27us/step - loss: 93992.0859 - mean_absolute_error: 262.6340 - val_loss: 157461.8608 - val_mean_absolute_error: 375.1649
Epoch 4012/5000
148/148 [==============================] - 0s 34us/step - loss: 93991.5625 - mean_absolute_error: 262.6330 - val_loss: 157461.1088 - val_mean_absolute_error: 375.1639
Epoch 4013/5000
148/148 [==============================] - 0s 41us/step - loss: 93991.0312 - mean_absolute_error: 262.6320 - val_loss: 157460.3721 - val_mean_absolute_error: 375.1630
Epoch 4014/5000
148/148 [==============================] - 0s 34us/step - loss: 93990.5234 - mean_absolute_error: 262.6310 - val_loss: 157459.6354 - val_mean_absolute_error: 375.1619
Epoch 4015/5000
148/148 [==============================] - 0s 41us/step - loss: 93989.9922 - mean_absolute_error: 262.6300 - val_loss: 157458.8679 - val_mean_absolute_error: 375.1610
Epoch 4016/5000
148/148 [==============================] - 0s 34us/step - loss: 93989.4766 - mean_absolute_error: 262.6290 - val_loss: 157458.1469 - val_mean_absolute_error: 375.1600
Epoch 4017/5000
148/148 [==============================] - 0s 27us/step - loss: 93988.9531 - mean_absolute_error: 262.6280 - val_loss: 157457.3946 - val_mean_absolute_error: 375.1591
Epoch 4018/5000
148/148 [==============================] - 0s 27us/step - loss: 93988.4219 - mean_absolute_error: 262.6270 - val_loss: 157456.6271 - val_mean_absolute_error: 375.1581
Epoch 4019/5000
148/148 [==============================] - 0s 34us/step - loss: 93987.8984 - mean_absolute_error: 262.6260 - val_loss: 157455.8908 - val_mean_absolute_error: 375.1571
Epoch 4020/5000
148/148 [==============================] - 0s 27us/step - loss: 93987.3750 - mean_absolute_error: 262.6249 - val_loss: 157455.1385 - val_mean_absolute_error: 375.1561
Epoch 4021/5000
148/148 [==============================] - 0s 27us/step - loss: 93986.8594 - mean_absolute_error: 262.6240 - val_loss: 157454.4021 - val_mean_absolute_error: 375.1552
Epoch 4022/5000
148/148 [==============================] - 0s 41us/step - loss: 93986.3359 - mean_absolute_error: 262.6230 - val_loss: 157453.6500 - val_mean_absolute_error: 375.1542
Epoch 4023/5000
148/148 [==============================] - 0s 27us/step - loss: 93985.8125 - mean_absolute_error: 262.6220 - val_loss: 157452.8977 - val_mean_absolute_error: 375.1533
Epoch 4024/5000
148/148 [==============================] - 0s 27us/step - loss: 93985.2734 - mean_absolute_error: 262.6210 - val_loss: 157452.1304 - val_mean_absolute_error: 375.1523
Epoch 4025/5000
148/148 [==============================] - 0s 27us/step - loss: 93984.7734 - mean_absolute_error: 262.6200 - val_loss: 157451.4092 - val_mean_absolute_error: 375.1513
Epoch 4026/5000
148/148 [==============================] - 0s 27us/step - loss: 93984.2422 - mean_absolute_error: 262.6190 - val_loss: 157450.6569 - val_mean_absolute_error: 375.1503
Epoch 4027/5000
148/148 [==============================] - 0s 34us/step - loss: 93983.7188 - mean_absolute_error: 262.6180 - val_loss: 157449.9204 - val_mean_absolute_error: 375.1494
Epoch 4028/5000
148/148 [==============================] - 0s 34us/step - loss: 93983.2031 - mean_absolute_error: 262.6170 - val_loss: 157449.1529 - val_mean_absolute_error: 375.1484
Epoch 4029/5000
148/148 [==============================] - 0s 27us/step - loss: 93982.6719 - mean_absolute_error: 262.6160 - val_loss: 157448.4006 - val_mean_absolute_error: 375.1474
Epoch 4030/5000
148/148 [==============================] - 0s 27us/step - loss: 93982.1406 - mean_absolute_error: 262.6151 - val_loss: 157447.6796 - val_mean_absolute_error: 375.1465
Epoch 4031/5000
148/148 [==============================] - 0s 27us/step - loss: 93981.6250 - mean_absolute_error: 262.6141 - val_loss: 157446.9121 - val_mean_absolute_error: 375.1455
Epoch 4032/5000
148/148 [==============================] - 0s 27us/step - loss: 93981.1016 - mean_absolute_error: 262.6131 - val_loss: 157446.1600 - val_mean_absolute_error: 375.1445
Epoch 4033/5000
148/148 [==============================] - 0s 34us/step - loss: 93980.5625 - mean_absolute_error: 262.6120 - val_loss: 157445.4081 - val_mean_absolute_error: 375.1435
Epoch 4034/5000
148/148 [==============================] - 0s 34us/step - loss: 93980.0547 - mean_absolute_error: 262.6110 - val_loss: 157444.6713 - val_mean_absolute_error: 375.1426
Epoch 4035/5000
148/148 [==============================] - 0s 27us/step - loss: 93979.5312 - mean_absolute_error: 262.6100 - val_loss: 157443.9346 - val_mean_absolute_error: 375.1416
Epoch 4036/5000
148/148 [==============================] - 0s 27us/step - loss: 93979.0000 - mean_absolute_error: 262.6090 - val_loss: 157443.1827 - val_mean_absolute_error: 375.1406
Epoch 4037/5000
148/148 [==============================] - 0s 34us/step - loss: 93978.4844 - mean_absolute_error: 262.6081 - val_loss: 157442.4150 - val_mean_absolute_error: 375.1396
Epoch 4038/5000
148/148 [==============================] - 0s 27us/step - loss: 93977.9531 - mean_absolute_error: 262.6071 - val_loss: 157441.6783 - val_mean_absolute_error: 375.1386
Epoch 4039/5000
148/148 [==============================] - 0s 34us/step - loss: 93977.4297 - mean_absolute_error: 262.6060 - val_loss: 157440.9419 - val_mean_absolute_error: 375.1377
Epoch 4040/5000
148/148 [==============================] - 0s 34us/step - loss: 93976.9062 - mean_absolute_error: 262.6050 - val_loss: 157440.1896 - val_mean_absolute_error: 375.1367
Epoch 4041/5000
148/148 [==============================] - 0s 27us/step - loss: 93976.3828 - mean_absolute_error: 262.6041 - val_loss: 157439.4375 - val_mean_absolute_error: 375.1357
Epoch 4042/5000
148/148 [==============================] - 0s 34us/step - loss: 93975.8672 - mean_absolute_error: 262.6031 - val_loss: 157438.6858 - val_mean_absolute_error: 375.1348
Epoch 4043/5000
148/148 [==============================] - 0s 34us/step - loss: 93975.3281 - mean_absolute_error: 262.6021 - val_loss: 157437.9490 - val_mean_absolute_error: 375.1338
Epoch 4044/5000
148/148 [==============================] - 0s 41us/step - loss: 93974.8203 - mean_absolute_error: 262.6011 - val_loss: 157437.1967 - val_mean_absolute_error: 375.1328
Epoch 4045/5000
148/148 [==============================] - 0s 34us/step - loss: 93974.2812 - mean_absolute_error: 262.6000 - val_loss: 157436.4450 - val_mean_absolute_error: 375.1319
Epoch 4046/5000
148/148 [==============================] - 0s 27us/step - loss: 93973.7734 - mean_absolute_error: 262.5991 - val_loss: 157435.6927 - val_mean_absolute_error: 375.1309
Epoch 4047/5000
148/148 [==============================] - 0s 27us/step - loss: 93973.2422 - mean_absolute_error: 262.5981 - val_loss: 157434.9404 - val_mean_absolute_error: 375.1299
Epoch 4048/5000
148/148 [==============================] - 0s 27us/step - loss: 93972.7188 - mean_absolute_error: 262.5971 - val_loss: 157434.2196 - val_mean_absolute_error: 375.1290
Epoch 4049/5000
148/148 [==============================] - 0s 34us/step - loss: 93972.2031 - mean_absolute_error: 262.5961 - val_loss: 157433.4675 - val_mean_absolute_error: 375.1280
Epoch 4050/5000
148/148 [==============================] - 0s 27us/step - loss: 93971.6719 - mean_absolute_error: 262.5951 - val_loss: 157432.7156 - val_mean_absolute_error: 375.1271
Epoch 4051/5000
148/148 [==============================] - 0s 34us/step - loss: 93971.1719 - mean_absolute_error: 262.5941 - val_loss: 157431.9788 - val_mean_absolute_error: 375.1261
Epoch 4052/5000
148/148 [==============================] - 0s 34us/step - loss: 93970.6328 - mean_absolute_error: 262.5931 - val_loss: 157431.1958 - val_mean_absolute_error: 375.1251
Epoch 4053/5000
148/148 [==============================] - 0s 34us/step - loss: 93970.1016 - mean_absolute_error: 262.5921 - val_loss: 157430.4746 - val_mean_absolute_error: 375.1242
Epoch 4054/5000
148/148 [==============================] - 0s 27us/step - loss: 93969.5859 - mean_absolute_error: 262.5911 - val_loss: 157429.7225 - val_mean_absolute_error: 375.1232
Epoch 4055/5000
148/148 [==============================] - 0s 34us/step - loss: 93969.0625 - mean_absolute_error: 262.5901 - val_loss: 157428.9704 - val_mean_absolute_error: 375.1222
Epoch 4056/5000
148/148 [==============================] - 0s 34us/step - loss: 93968.5312 - mean_absolute_error: 262.5892 - val_loss: 157428.2494 - val_mean_absolute_error: 375.1213
Epoch 4057/5000
148/148 [==============================] - 0s 34us/step - loss: 93968.0234 - mean_absolute_error: 262.5882 - val_loss: 157427.4817 - val_mean_absolute_error: 375.1203
Epoch 4058/5000
148/148 [==============================] - 0s 34us/step - loss: 93967.4844 - mean_absolute_error: 262.5871 - val_loss: 157426.7296 - val_mean_absolute_error: 375.1193
Epoch 4059/5000
148/148 [==============================] - 0s 34us/step - loss: 93966.9609 - mean_absolute_error: 262.5862 - val_loss: 157425.9931 - val_mean_absolute_error: 375.1184
Epoch 4060/5000
148/148 [==============================] - 0s 27us/step - loss: 93966.4453 - mean_absolute_error: 262.5851 - val_loss: 157425.2563 - val_mean_absolute_error: 375.1174
Epoch 4061/5000
148/148 [==============================] - 0s 34us/step - loss: 93965.9219 - mean_absolute_error: 262.5842 - val_loss: 157424.4887 - val_mean_absolute_error: 375.1164
Epoch 4062/5000
148/148 [==============================] - 0s 34us/step - loss: 93965.3828 - mean_absolute_error: 262.5832 - val_loss: 157423.7525 - val_mean_absolute_error: 375.1155
Epoch 4063/5000
148/148 [==============================] - 0s 27us/step - loss: 93964.8750 - mean_absolute_error: 262.5821 - val_loss: 157422.9848 - val_mean_absolute_error: 375.1144
Epoch 4064/5000
148/148 [==============================] - 0s 34us/step - loss: 93964.3516 - mean_absolute_error: 262.5811 - val_loss: 157422.2479 - val_mean_absolute_error: 375.1134
Epoch 4065/5000
148/148 [==============================] - 0s 34us/step - loss: 93963.8281 - mean_absolute_error: 262.5802 - val_loss: 157421.5117 - val_mean_absolute_error: 375.1125
Epoch 4066/5000
148/148 [==============================] - 0s 34us/step - loss: 93963.3047 - mean_absolute_error: 262.5792 - val_loss: 157420.7442 - val_mean_absolute_error: 375.1115
Epoch 4067/5000
148/148 [==============================] - 0s 34us/step - loss: 93962.7734 - mean_absolute_error: 262.5782 - val_loss: 157420.0073 - val_mean_absolute_error: 375.1105
Epoch 4068/5000
148/148 [==============================] - 0s 27us/step - loss: 93962.2578 - mean_absolute_error: 262.5771 - val_loss: 157419.2708 - val_mean_absolute_error: 375.1096
Epoch 4069/5000
148/148 [==============================] - 0s 34us/step - loss: 93961.7344 - mean_absolute_error: 262.5761 - val_loss: 157418.5342 - val_mean_absolute_error: 375.1086
Epoch 4070/5000
148/148 [==============================] - 0s 27us/step - loss: 93961.2031 - mean_absolute_error: 262.5751 - val_loss: 157417.7510 - val_mean_absolute_error: 375.1076
Epoch 4071/5000
148/148 [==============================] - 0s 27us/step - loss: 93960.6719 - mean_absolute_error: 262.5742 - val_loss: 157417.0146 - val_mean_absolute_error: 375.1067
Epoch 4072/5000
148/148 [==============================] - 0s 27us/step - loss: 93960.1719 - mean_absolute_error: 262.5732 - val_loss: 157416.2625 - val_mean_absolute_error: 375.1057
Epoch 4073/5000
148/148 [==============================] - 0s 34us/step - loss: 93959.6406 - mean_absolute_error: 262.5722 - val_loss: 157415.5102 - val_mean_absolute_error: 375.1047
Epoch 4074/5000
148/148 [==============================] - 0s 27us/step - loss: 93959.1172 - mean_absolute_error: 262.5712 - val_loss: 157414.7737 - val_mean_absolute_error: 375.1038
Epoch 4075/5000
148/148 [==============================] - 0s 34us/step - loss: 93958.5938 - mean_absolute_error: 262.5702 - val_loss: 157414.0217 - val_mean_absolute_error: 375.1028
Epoch 4076/5000
148/148 [==============================] - 0s 34us/step - loss: 93958.0703 - mean_absolute_error: 262.5692 - val_loss: 157413.2696 - val_mean_absolute_error: 375.1018
Epoch 4077/5000
148/148 [==============================] - 0s 27us/step - loss: 93957.5312 - mean_absolute_error: 262.5682 - val_loss: 157412.5483 - val_mean_absolute_error: 375.1009
Epoch 4078/5000
148/148 [==============================] - 0s 34us/step - loss: 93957.0234 - mean_absolute_error: 262.5672 - val_loss: 157411.7963 - val_mean_absolute_error: 375.0999
Epoch 4079/5000
148/148 [==============================] - 0s 34us/step - loss: 93956.4922 - mean_absolute_error: 262.5662 - val_loss: 157411.0287 - val_mean_absolute_error: 375.0989
Epoch 4080/5000
148/148 [==============================] - 0s 27us/step - loss: 93955.9609 - mean_absolute_error: 262.5652 - val_loss: 157410.2923 - val_mean_absolute_error: 375.0980
Epoch 4081/5000
148/148 [==============================] - 0s 34us/step - loss: 93955.4609 - mean_absolute_error: 262.5642 - val_loss: 157409.5246 - val_mean_absolute_error: 375.0970
Epoch 4082/5000
148/148 [==============================] - 0s 34us/step - loss: 93954.9219 - mean_absolute_error: 262.5632 - val_loss: 157408.7725 - val_mean_absolute_error: 375.0960
Epoch 4083/5000
148/148 [==============================] - 0s 27us/step - loss: 93954.3984 - mean_absolute_error: 262.5622 - val_loss: 157408.0517 - val_mean_absolute_error: 375.0951
Epoch 4084/5000
148/148 [==============================] - 0s 27us/step - loss: 93953.8750 - mean_absolute_error: 262.5612 - val_loss: 157407.2992 - val_mean_absolute_error: 375.0941
Epoch 4085/5000
148/148 [==============================] - 0s 34us/step - loss: 93953.3516 - mean_absolute_error: 262.5602 - val_loss: 157406.5783 - val_mean_absolute_error: 375.0931
Epoch 4086/5000
148/148 [==============================] - 0s 34us/step - loss: 93952.8359 - mean_absolute_error: 262.5592 - val_loss: 157405.7952 - val_mean_absolute_error: 375.0921
Epoch 4087/5000
148/148 [==============================] - 0s 27us/step - loss: 93952.3125 - mean_absolute_error: 262.5582 - val_loss: 157405.0583 - val_mean_absolute_error: 375.0911
Epoch 4088/5000
148/148 [==============================] - 0s 34us/step - loss: 93951.7891 - mean_absolute_error: 262.5572 - val_loss: 157404.3067 - val_mean_absolute_error: 375.0902
Epoch 4089/5000
148/148 [==============================] - 0s 34us/step - loss: 93951.2734 - mean_absolute_error: 262.5562 - val_loss: 157403.5546 - val_mean_absolute_error: 375.0892
Epoch 4090/5000
148/148 [==============================] - 0s 27us/step - loss: 93950.7500 - mean_absolute_error: 262.5553 - val_loss: 157402.7869 - val_mean_absolute_error: 375.0882
Epoch 4091/5000
148/148 [==============================] - 0s 34us/step - loss: 93950.2188 - mean_absolute_error: 262.5542 - val_loss: 157402.0812 - val_mean_absolute_error: 375.0873
Epoch 4092/5000
148/148 [==============================] - 0s 34us/step - loss: 93949.7109 - mean_absolute_error: 262.5533 - val_loss: 157401.3138 - val_mean_absolute_error: 375.0863
Epoch 4093/5000
148/148 [==============================] - 0s 34us/step - loss: 93949.1719 - mean_absolute_error: 262.5522 - val_loss: 157400.5769 - val_mean_absolute_error: 375.0853
Epoch 4094/5000
148/148 [==============================] - 0s 34us/step - loss: 93948.6484 - mean_absolute_error: 262.5512 - val_loss: 157399.8250 - val_mean_absolute_error: 375.0844
Epoch 4095/5000
148/148 [==============================] - 0s 27us/step - loss: 93948.1250 - mean_absolute_error: 262.5502 - val_loss: 157399.0729 - val_mean_absolute_error: 375.0834
Epoch 4096/5000
148/148 [==============================] - 0s 34us/step - loss: 93947.6016 - mean_absolute_error: 262.5492 - val_loss: 157398.3362 - val_mean_absolute_error: 375.0824
Epoch 4097/5000
148/148 [==============================] - 0s 34us/step - loss: 93947.0781 - mean_absolute_error: 262.5482 - val_loss: 157397.5844 - val_mean_absolute_error: 375.0815
Epoch 4098/5000
148/148 [==============================] - 0s 27us/step - loss: 93946.5625 - mean_absolute_error: 262.5472 - val_loss: 157396.8321 - val_mean_absolute_error: 375.0805
Epoch 4099/5000
148/148 [==============================] - 0s 27us/step - loss: 93946.0312 - mean_absolute_error: 262.5463 - val_loss: 157396.0954 - val_mean_absolute_error: 375.0795
Epoch 4100/5000
148/148 [==============================] - 0s 34us/step - loss: 93945.5078 - mean_absolute_error: 262.5453 - val_loss: 157395.3435 - val_mean_absolute_error: 375.0786
Epoch 4101/5000
148/148 [==============================] - 0s 27us/step - loss: 93944.9766 - mean_absolute_error: 262.5443 - val_loss: 157394.5912 - val_mean_absolute_error: 375.0776
Epoch 4102/5000
148/148 [==============================] - 0s 34us/step - loss: 93944.4609 - mean_absolute_error: 262.5433 - val_loss: 157393.8392 - val_mean_absolute_error: 375.0767
Epoch 4103/5000
148/148 [==============================] - 0s 34us/step - loss: 93943.9297 - mean_absolute_error: 262.5423 - val_loss: 157393.1027 - val_mean_absolute_error: 375.0757
Epoch 4104/5000
148/148 [==============================] - 0s 27us/step - loss: 93943.4219 - mean_absolute_error: 262.5413 - val_loss: 157392.3504 - val_mean_absolute_error: 375.0747
Epoch 4105/5000
148/148 [==============================] - 0s 34us/step - loss: 93942.8984 - mean_absolute_error: 262.5403 - val_loss: 157391.5983 - val_mean_absolute_error: 375.0737
Epoch 4106/5000
148/148 [==============================] - 0s 27us/step - loss: 93942.3672 - mean_absolute_error: 262.5393 - val_loss: 157390.8621 - val_mean_absolute_error: 375.0728
Epoch 4107/5000
148/148 [==============================] - 0s 27us/step - loss: 93941.8594 - mean_absolute_error: 262.5383 - val_loss: 157390.1098 - val_mean_absolute_error: 375.0718
Epoch 4108/5000
148/148 [==============================] - 0s 27us/step - loss: 93941.3203 - mean_absolute_error: 262.5373 - val_loss: 157389.3575 - val_mean_absolute_error: 375.0708
Epoch 4109/5000
148/148 [==============================] - 0s 34us/step - loss: 93940.7812 - mean_absolute_error: 262.5363 - val_loss: 157388.6212 - val_mean_absolute_error: 375.0699
Epoch 4110/5000
148/148 [==============================] - 0s 34us/step - loss: 93940.2734 - mean_absolute_error: 262.5353 - val_loss: 157387.8690 - val_mean_absolute_error: 375.0689
Epoch 4111/5000
148/148 [==============================] - 0s 34us/step - loss: 93939.7500 - mean_absolute_error: 262.5343 - val_loss: 157387.1013 - val_mean_absolute_error: 375.0679
Epoch 4112/5000
148/148 [==============================] - 0s 34us/step - loss: 93939.2266 - mean_absolute_error: 262.5333 - val_loss: 157386.3804 - val_mean_absolute_error: 375.0669
Epoch 4113/5000
148/148 [==============================] - 0s 27us/step - loss: 93938.7031 - mean_absolute_error: 262.5323 - val_loss: 157385.6129 - val_mean_absolute_error: 375.0659
Epoch 4114/5000
148/148 [==============================] - 0s 34us/step - loss: 93938.1719 - mean_absolute_error: 262.5313 - val_loss: 157384.8919 - val_mean_absolute_error: 375.0650
Epoch 4115/5000
148/148 [==============================] - 0s 34us/step - loss: 93937.6719 - mean_absolute_error: 262.5303 - val_loss: 157384.1396 - val_mean_absolute_error: 375.0640
Epoch 4116/5000
148/148 [==============================] - 0s 27us/step - loss: 93937.1328 - mean_absolute_error: 262.5294 - val_loss: 157383.3567 - val_mean_absolute_error: 375.0630
Epoch 4117/5000
148/148 [==============================] - 0s 27us/step - loss: 93936.6094 - mean_absolute_error: 262.5283 - val_loss: 157382.6510 - val_mean_absolute_error: 375.0620
Epoch 4118/5000
148/148 [==============================] - 0s 34us/step - loss: 93936.0938 - mean_absolute_error: 262.5273 - val_loss: 157381.8833 - val_mean_absolute_error: 375.0611
Epoch 4119/5000
148/148 [==============================] - 0s 34us/step - loss: 93935.5703 - mean_absolute_error: 262.5263 - val_loss: 157381.1313 - val_mean_absolute_error: 375.0601
Epoch 4120/5000
148/148 [==============================] - 0s 34us/step - loss: 93935.0469 - mean_absolute_error: 262.5253 - val_loss: 157380.4102 - val_mean_absolute_error: 375.0591
Epoch 4121/5000
148/148 [==============================] - 0s 27us/step - loss: 93934.5234 - mean_absolute_error: 262.5243 - val_loss: 157379.6425 - val_mean_absolute_error: 375.0582
Epoch 4122/5000
148/148 [==============================] - 0s 27us/step - loss: 93934.0000 - mean_absolute_error: 262.5233 - val_loss: 157378.9058 - val_mean_absolute_error: 375.0572
Epoch 4123/5000
148/148 [==============================] - 0s 34us/step - loss: 93933.4688 - mean_absolute_error: 262.5223 - val_loss: 157378.1696 - val_mean_absolute_error: 375.0562
Epoch 4124/5000
148/148 [==============================] - 0s 34us/step - loss: 93932.9531 - mean_absolute_error: 262.5214 - val_loss: 157377.4173 - val_mean_absolute_error: 375.0553
Epoch 4125/5000
148/148 [==============================] - 0s 27us/step - loss: 93932.4219 - mean_absolute_error: 262.5204 - val_loss: 157376.6650 - val_mean_absolute_error: 375.0543
Epoch 4126/5000
148/148 [==============================] - 0s 34us/step - loss: 93931.8984 - mean_absolute_error: 262.5194 - val_loss: 157375.9133 - val_mean_absolute_error: 375.0533
Epoch 4127/5000
148/148 [==============================] - 0s 27us/step - loss: 93931.3828 - mean_absolute_error: 262.5184 - val_loss: 157375.1610 - val_mean_absolute_error: 375.0524
Epoch 4128/5000
148/148 [==============================] - 0s 34us/step - loss: 93930.8594 - mean_absolute_error: 262.5174 - val_loss: 157374.4088 - val_mean_absolute_error: 375.0514
Epoch 4129/5000
148/148 [==============================] - 0s 34us/step - loss: 93930.3281 - mean_absolute_error: 262.5164 - val_loss: 157373.6725 - val_mean_absolute_error: 375.0505
Epoch 4130/5000
148/148 [==============================] - 0s 27us/step - loss: 93929.8203 - mean_absolute_error: 262.5154 - val_loss: 157372.9204 - val_mean_absolute_error: 375.0494
Epoch 4131/5000
148/148 [==============================] - 0s 27us/step - loss: 93929.2891 - mean_absolute_error: 262.5143 - val_loss: 157372.1681 - val_mean_absolute_error: 375.0485
Epoch 4132/5000
148/148 [==============================] - 0s 34us/step - loss: 93928.7578 - mean_absolute_error: 262.5134 - val_loss: 157371.4163 - val_mean_absolute_error: 375.0475
Epoch 4133/5000
148/148 [==============================] - 0s 34us/step - loss: 93928.2500 - mean_absolute_error: 262.5124 - val_loss: 157370.6796 - val_mean_absolute_error: 375.0466
Epoch 4134/5000
148/148 [==============================] - 0s 34us/step - loss: 93927.7266 - mean_absolute_error: 262.5114 - val_loss: 157369.9275 - val_mean_absolute_error: 375.0455
Epoch 4135/5000
148/148 [==============================] - 0s 34us/step - loss: 93927.1875 - mean_absolute_error: 262.5104 - val_loss: 157369.1908 - val_mean_absolute_error: 375.0445
Epoch 4136/5000
148/148 [==============================] - 0s 27us/step - loss: 93926.6719 - mean_absolute_error: 262.5094 - val_loss: 157368.4388 - val_mean_absolute_error: 375.0436
Epoch 4137/5000
148/148 [==============================] - 0s 27us/step - loss: 93926.1484 - mean_absolute_error: 262.5084 - val_loss: 157367.6867 - val_mean_absolute_error: 375.0426
Epoch 4138/5000
148/148 [==============================] - 0s 34us/step - loss: 93925.6250 - mean_absolute_error: 262.5074 - val_loss: 157366.9500 - val_mean_absolute_error: 375.0417
Epoch 4139/5000
148/148 [==============================] - 0s 27us/step - loss: 93925.1016 - mean_absolute_error: 262.5064 - val_loss: 157366.1825 - val_mean_absolute_error: 375.0407
Epoch 4140/5000
148/148 [==============================] - 0s 34us/step - loss: 93924.5781 - mean_absolute_error: 262.5054 - val_loss: 157365.4304 - val_mean_absolute_error: 375.0397
Epoch 4141/5000
148/148 [==============================] - 0s 27us/step - loss: 93924.0547 - mean_absolute_error: 262.5044 - val_loss: 157364.6940 - val_mean_absolute_error: 375.0387
Epoch 4142/5000
148/148 [==============================] - 0s 27us/step - loss: 93923.5312 - mean_absolute_error: 262.5034 - val_loss: 157363.9571 - val_mean_absolute_error: 375.0378
Epoch 4143/5000
148/148 [==============================] - 0s 27us/step - loss: 93923.0078 - mean_absolute_error: 262.5024 - val_loss: 157363.2050 - val_mean_absolute_error: 375.0368
Epoch 4144/5000
148/148 [==============================] - 0s 27us/step - loss: 93922.4766 - mean_absolute_error: 262.5014 - val_loss: 157362.4685 - val_mean_absolute_error: 375.0359
Epoch 4145/5000
148/148 [==============================] - 0s 27us/step - loss: 93921.9609 - mean_absolute_error: 262.5004 - val_loss: 157361.7162 - val_mean_absolute_error: 375.0349
Epoch 4146/5000
148/148 [==============================] - 0s 34us/step - loss: 93921.4297 - mean_absolute_error: 262.4994 - val_loss: 157360.9642 - val_mean_absolute_error: 375.0339
Epoch 4147/5000
148/148 [==============================] - 0s 34us/step - loss: 93920.9141 - mean_absolute_error: 262.4984 - val_loss: 157360.2125 - val_mean_absolute_error: 375.0330
Epoch 4148/5000
148/148 [==============================] - 0s 27us/step - loss: 93920.3906 - mean_absolute_error: 262.4974 - val_loss: 157359.4602 - val_mean_absolute_error: 375.0320
Epoch 4149/5000
148/148 [==============================] - 0s 27us/step - loss: 93919.8594 - mean_absolute_error: 262.4965 - val_loss: 157358.7392 - val_mean_absolute_error: 375.0310
Epoch 4150/5000
148/148 [==============================] - 0s 41us/step - loss: 93919.3516 - mean_absolute_error: 262.4955 - val_loss: 157357.9717 - val_mean_absolute_error: 375.0301
Epoch 4151/5000
148/148 [==============================] - 0s 27us/step - loss: 93918.8281 - mean_absolute_error: 262.4945 - val_loss: 157357.2350 - val_mean_absolute_error: 375.0291
Epoch 4152/5000
148/148 [==============================] - 0s 34us/step - loss: 93918.2969 - mean_absolute_error: 262.4935 - val_loss: 157356.4829 - val_mean_absolute_error: 375.0281
Epoch 4153/5000
148/148 [==============================] - 0s 27us/step - loss: 93917.7734 - mean_absolute_error: 262.4925 - val_loss: 157355.7308 - val_mean_absolute_error: 375.0272
Epoch 4154/5000
148/148 [==============================] - 0s 34us/step - loss: 93917.2500 - mean_absolute_error: 262.4915 - val_loss: 157354.9942 - val_mean_absolute_error: 375.0262
Epoch 4155/5000
148/148 [==============================] - 0s 27us/step - loss: 93916.7266 - mean_absolute_error: 262.4904 - val_loss: 157354.2575 - val_mean_absolute_error: 375.0252
Epoch 4156/5000
148/148 [==============================] - 0s 34us/step - loss: 93916.2109 - mean_absolute_error: 262.4895 - val_loss: 157353.5054 - val_mean_absolute_error: 375.0242
Epoch 4157/5000
148/148 [==============================] - 0s 34us/step - loss: 93915.6719 - mean_absolute_error: 262.4885 - val_loss: 157352.7533 - val_mean_absolute_error: 375.0233
Epoch 4158/5000
148/148 [==============================] - 0s 27us/step - loss: 93915.1484 - mean_absolute_error: 262.4875 - val_loss: 157351.9860 - val_mean_absolute_error: 375.0223
Epoch 4159/5000
148/148 [==============================] - 0s 41us/step - loss: 93914.6406 - mean_absolute_error: 262.4865 - val_loss: 157351.2492 - val_mean_absolute_error: 375.0214
Epoch 4160/5000
148/148 [==============================] - 0s 34us/step - loss: 93914.1172 - mean_absolute_error: 262.4855 - val_loss: 157350.4971 - val_mean_absolute_error: 375.0203
Epoch 4161/5000
148/148 [==============================] - 0s 27us/step - loss: 93913.5781 - mean_absolute_error: 262.4845 - val_loss: 157349.7452 - val_mean_absolute_error: 375.0194
Epoch 4162/5000
148/148 [==============================] - 0s 27us/step - loss: 93913.0703 - mean_absolute_error: 262.4835 - val_loss: 157349.0237 - val_mean_absolute_error: 375.0184
Epoch 4163/5000
148/148 [==============================] - 0s 34us/step - loss: 93912.5469 - mean_absolute_error: 262.4825 - val_loss: 157348.2408 - val_mean_absolute_error: 375.0174
Epoch 4164/5000
148/148 [==============================] - 0s 34us/step - loss: 93912.0156 - mean_absolute_error: 262.4815 - val_loss: 157347.5200 - val_mean_absolute_error: 375.0165
Epoch 4165/5000
148/148 [==============================] - 0s 34us/step - loss: 93911.5000 - mean_absolute_error: 262.4805 - val_loss: 157346.7677 - val_mean_absolute_error: 375.0155
Epoch 4166/5000
148/148 [==============================] - 0s 34us/step - loss: 93910.9766 - mean_absolute_error: 262.4794 - val_loss: 157346.0154 - val_mean_absolute_error: 375.0145
Epoch 4167/5000
148/148 [==============================] - 0s 34us/step - loss: 93910.4531 - mean_absolute_error: 262.4785 - val_loss: 157345.2792 - val_mean_absolute_error: 375.0136
Epoch 4168/5000
148/148 [==============================] - 0s 34us/step - loss: 93909.9297 - mean_absolute_error: 262.4775 - val_loss: 157344.5271 - val_mean_absolute_error: 375.0126
Epoch 4169/5000
148/148 [==============================] - 0s 27us/step - loss: 93909.4062 - mean_absolute_error: 262.4765 - val_loss: 157343.7748 - val_mean_absolute_error: 375.0116
Epoch 4170/5000
148/148 [==============================] - 0s 27us/step - loss: 93908.8750 - mean_absolute_error: 262.4755 - val_loss: 157343.0383 - val_mean_absolute_error: 375.0107
Epoch 4171/5000
148/148 [==============================] - 0s 34us/step - loss: 93908.3672 - mean_absolute_error: 262.4745 - val_loss: 157342.2708 - val_mean_absolute_error: 375.0097
Epoch 4172/5000
148/148 [==============================] - 0s 27us/step - loss: 93907.8281 - mean_absolute_error: 262.4735 - val_loss: 157341.5340 - val_mean_absolute_error: 375.0087
Epoch 4173/5000
148/148 [==============================] - 0s 34us/step - loss: 93907.3125 - mean_absolute_error: 262.4725 - val_loss: 157340.7821 - val_mean_absolute_error: 375.0077
Epoch 4174/5000
148/148 [==============================] - 0s 34us/step - loss: 93906.7812 - mean_absolute_error: 262.4715 - val_loss: 157340.0300 - val_mean_absolute_error: 375.0068
Epoch 4175/5000
148/148 [==============================] - 0s 27us/step - loss: 93906.2656 - mean_absolute_error: 262.4706 - val_loss: 157339.2933 - val_mean_absolute_error: 375.0058
Epoch 4176/5000
148/148 [==============================] - 0s 34us/step - loss: 93905.7422 - mean_absolute_error: 262.4695 - val_loss: 157338.5413 - val_mean_absolute_error: 375.0048
Epoch 4177/5000
148/148 [==============================] - 0s 34us/step - loss: 93905.2266 - mean_absolute_error: 262.4686 - val_loss: 157337.8046 - val_mean_absolute_error: 375.0039
Epoch 4178/5000
148/148 [==============================] - 0s 27us/step - loss: 93904.6875 - mean_absolute_error: 262.4676 - val_loss: 157337.0681 - val_mean_absolute_error: 375.0029
Epoch 4179/5000
148/148 [==============================] - 0s 27us/step - loss: 93904.1875 - mean_absolute_error: 262.4666 - val_loss: 157336.3004 - val_mean_absolute_error: 375.0019
Epoch 4180/5000
148/148 [==============================] - 0s 34us/step - loss: 93903.6562 - mean_absolute_error: 262.4655 - val_loss: 157335.5638 - val_mean_absolute_error: 375.0009
Epoch 4181/5000
148/148 [==============================] - 0s 27us/step - loss: 93903.1250 - mean_absolute_error: 262.4645 - val_loss: 157334.8275 - val_mean_absolute_error: 375.0000
Epoch 4182/5000
148/148 [==============================] - 0s 34us/step - loss: 93902.6016 - mean_absolute_error: 262.4636 - val_loss: 157334.0598 - val_mean_absolute_error: 374.9990
Epoch 4183/5000
148/148 [==============================] - 0s 34us/step - loss: 93902.0859 - mean_absolute_error: 262.4626 - val_loss: 157333.3229 - val_mean_absolute_error: 374.9980
Epoch 4184/5000
148/148 [==============================] - 0s 27us/step - loss: 93901.5547 - mean_absolute_error: 262.4615 - val_loss: 157332.5713 - val_mean_absolute_error: 374.9970
Epoch 4185/5000
148/148 [==============================] - 0s 34us/step - loss: 93901.0391 - mean_absolute_error: 262.4605 - val_loss: 157331.8192 - val_mean_absolute_error: 374.9960
Epoch 4186/5000
148/148 [==============================] - 0s 34us/step - loss: 93900.5156 - mean_absolute_error: 262.4596 - val_loss: 157331.0669 - val_mean_absolute_error: 374.9951
Epoch 4187/5000
148/148 [==============================] - 0s 34us/step - loss: 93899.9766 - mean_absolute_error: 262.4586 - val_loss: 157330.3304 - val_mean_absolute_error: 374.9941
Epoch 4188/5000
148/148 [==============================] - 0s 27us/step - loss: 93899.4766 - mean_absolute_error: 262.4576 - val_loss: 157329.5783 - val_mean_absolute_error: 374.9932
Epoch 4189/5000
148/148 [==============================] - 0s 34us/step - loss: 93898.9453 - mean_absolute_error: 262.4566 - val_loss: 157328.8260 - val_mean_absolute_error: 374.9922
Epoch 4190/5000
148/148 [==============================] - 0s 34us/step - loss: 93898.4219 - mean_absolute_error: 262.4556 - val_loss: 157328.0742 - val_mean_absolute_error: 374.9912
Epoch 4191/5000
148/148 [==============================] - 0s 27us/step - loss: 93897.8984 - mean_absolute_error: 262.4545 - val_loss: 157327.3375 - val_mean_absolute_error: 374.9902
Epoch 4192/5000
148/148 [==============================] - 0s 27us/step - loss: 93897.3750 - mean_absolute_error: 262.4536 - val_loss: 157326.5854 - val_mean_absolute_error: 374.9893
Epoch 4193/5000
148/148 [==============================] - 0s 27us/step - loss: 93896.8438 - mean_absolute_error: 262.4526 - val_loss: 157325.8490 - val_mean_absolute_error: 374.9883
Epoch 4194/5000
148/148 [==============================] - 0s 34us/step - loss: 93896.3359 - mean_absolute_error: 262.4516 - val_loss: 157325.0812 - val_mean_absolute_error: 374.9874
Epoch 4195/5000
148/148 [==============================] - 0s 34us/step - loss: 93895.8047 - mean_absolute_error: 262.4506 - val_loss: 157324.3292 - val_mean_absolute_error: 374.9864
Epoch 4196/5000
148/148 [==============================] - 0s 27us/step - loss: 93895.2734 - mean_absolute_error: 262.4496 - val_loss: 157323.6079 - val_mean_absolute_error: 374.9855
Epoch 4197/5000
148/148 [==============================] - 0s 27us/step - loss: 93894.7656 - mean_absolute_error: 262.4486 - val_loss: 157322.8558 - val_mean_absolute_error: 374.9845
Epoch 4198/5000
148/148 [==============================] - 0s 34us/step - loss: 93894.2266 - mean_absolute_error: 262.4476 - val_loss: 157322.0883 - val_mean_absolute_error: 374.9835
Epoch 4199/5000
148/148 [==============================] - 0s 34us/step - loss: 93893.7031 - mean_absolute_error: 262.4466 - val_loss: 157321.3673 - val_mean_absolute_error: 374.9825
Epoch 4200/5000
148/148 [==============================] - 0s 27us/step - loss: 93893.1875 - mean_absolute_error: 262.4456 - val_loss: 157320.6150 - val_mean_absolute_error: 374.9816
Epoch 4201/5000
148/148 [==============================] - 0s 34us/step - loss: 93892.6562 - mean_absolute_error: 262.4446 - val_loss: 157319.8629 - val_mean_absolute_error: 374.9806
Epoch 4202/5000
148/148 [==============================] - 0s 27us/step - loss: 93892.1328 - mean_absolute_error: 262.4437 - val_loss: 157319.1112 - val_mean_absolute_error: 374.9796
Epoch 4203/5000
148/148 [==============================] - 0s 34us/step - loss: 93891.6250 - mean_absolute_error: 262.4427 - val_loss: 157318.3744 - val_mean_absolute_error: 374.9786
Epoch 4204/5000
148/148 [==============================] - 0s 27us/step - loss: 93891.0938 - mean_absolute_error: 262.4416 - val_loss: 157317.6221 - val_mean_absolute_error: 374.9777
Epoch 4205/5000
148/148 [==============================] - 0s 34us/step - loss: 93890.5703 - mean_absolute_error: 262.4406 - val_loss: 157316.8704 - val_mean_absolute_error: 374.9767
Epoch 4206/5000
148/148 [==============================] - 0s 34us/step - loss: 93890.0469 - mean_absolute_error: 262.4396 - val_loss: 157316.1335 - val_mean_absolute_error: 374.9758
Epoch 4207/5000
148/148 [==============================] - 0s 27us/step - loss: 93889.5234 - mean_absolute_error: 262.4386 - val_loss: 157315.3658 - val_mean_absolute_error: 374.9748
Epoch 4208/5000
148/148 [==============================] - 0s 27us/step - loss: 93888.9922 - mean_absolute_error: 262.4377 - val_loss: 157314.6296 - val_mean_absolute_error: 374.9738
Epoch 4209/5000
148/148 [==============================] - 0s 34us/step - loss: 93888.4766 - mean_absolute_error: 262.4366 - val_loss: 157313.8929 - val_mean_absolute_error: 374.9728
Epoch 4210/5000
148/148 [==============================] - 0s 27us/step - loss: 93887.9531 - mean_absolute_error: 262.4356 - val_loss: 157313.1406 - val_mean_absolute_error: 374.9718
Epoch 4211/5000
148/148 [==============================] - 0s 34us/step - loss: 93887.4219 - mean_absolute_error: 262.4347 - val_loss: 157312.3888 - val_mean_absolute_error: 374.9708
Epoch 4212/5000
148/148 [==============================] - 0s 34us/step - loss: 93886.9062 - mean_absolute_error: 262.4337 - val_loss: 157311.6367 - val_mean_absolute_error: 374.9699
Epoch 4213/5000
148/148 [==============================] - 0s 27us/step - loss: 93886.3906 - mean_absolute_error: 262.4327 - val_loss: 157310.9004 - val_mean_absolute_error: 374.9690
Epoch 4214/5000
148/148 [==============================] - 0s 27us/step - loss: 93885.8672 - mean_absolute_error: 262.4317 - val_loss: 157310.1635 - val_mean_absolute_error: 374.9679
Epoch 4215/5000
148/148 [==============================] - 0s 34us/step - loss: 93885.3438 - mean_absolute_error: 262.4306 - val_loss: 157309.3958 - val_mean_absolute_error: 374.9670
Epoch 4216/5000
148/148 [==============================] - 0s 27us/step - loss: 93884.8203 - mean_absolute_error: 262.4296 - val_loss: 157308.6596 - val_mean_absolute_error: 374.9660
Epoch 4217/5000
148/148 [==============================] - 0s 27us/step - loss: 93884.2969 - mean_absolute_error: 262.4286 - val_loss: 157307.9227 - val_mean_absolute_error: 374.9650
Epoch 4218/5000
148/148 [==============================] - 0s 34us/step - loss: 93883.7734 - mean_absolute_error: 262.4276 - val_loss: 157307.1550 - val_mean_absolute_error: 374.9641
Epoch 4219/5000
148/148 [==============================] - 0s 34us/step - loss: 93883.2422 - mean_absolute_error: 262.4267 - val_loss: 157306.4188 - val_mean_absolute_error: 374.9632
Epoch 4220/5000
148/148 [==============================] - 0s 34us/step - loss: 93882.7266 - mean_absolute_error: 262.4257 - val_loss: 157305.6665 - val_mean_absolute_error: 374.9621
Epoch 4221/5000
148/148 [==============================] - 0s 27us/step - loss: 93882.1953 - mean_absolute_error: 262.4247 - val_loss: 157304.9144 - val_mean_absolute_error: 374.9612
Epoch 4222/5000
148/148 [==============================] - 0s 27us/step - loss: 93881.6719 - mean_absolute_error: 262.4237 - val_loss: 157304.1933 - val_mean_absolute_error: 374.9602
Epoch 4223/5000
148/148 [==============================] - 0s 34us/step - loss: 93881.1562 - mean_absolute_error: 262.4227 - val_loss: 157303.4258 - val_mean_absolute_error: 374.9593
Epoch 4224/5000
148/148 [==============================] - 0s 27us/step - loss: 93880.6250 - mean_absolute_error: 262.4217 - val_loss: 157302.6735 - val_mean_absolute_error: 374.9583
Epoch 4225/5000
148/148 [==============================] - 0s 27us/step - loss: 93880.1094 - mean_absolute_error: 262.4207 - val_loss: 157301.9371 - val_mean_absolute_error: 374.9573
Epoch 4226/5000
148/148 [==============================] - 0s 27us/step - loss: 93879.5938 - mean_absolute_error: 262.4197 - val_loss: 157301.1850 - val_mean_absolute_error: 374.9563
Epoch 4227/5000
148/148 [==============================] - 0s 34us/step - loss: 93879.0703 - mean_absolute_error: 262.4188 - val_loss: 157300.4327 - val_mean_absolute_error: 374.9554
Epoch 4228/5000
148/148 [==============================] - 0s 34us/step - loss: 93878.5312 - mean_absolute_error: 262.4177 - val_loss: 157299.6963 - val_mean_absolute_error: 374.9544
Epoch 4229/5000
148/148 [==============================] - 0s 34us/step - loss: 93878.0234 - mean_absolute_error: 262.4167 - val_loss: 157298.9442 - val_mean_absolute_error: 374.9534
Epoch 4230/5000
148/148 [==============================] - 0s 34us/step - loss: 93877.5000 - mean_absolute_error: 262.4157 - val_loss: 157298.1921 - val_mean_absolute_error: 374.9525
Epoch 4231/5000
148/148 [==============================] - 0s 41us/step - loss: 93876.9766 - mean_absolute_error: 262.4147 - val_loss: 157297.4402 - val_mean_absolute_error: 374.9515
Epoch 4232/5000
148/148 [==============================] - 0s 27us/step - loss: 93876.4531 - mean_absolute_error: 262.4137 - val_loss: 157296.6879 - val_mean_absolute_error: 374.9505
Epoch 4233/5000
148/148 [==============================] - 0s 34us/step - loss: 93875.9219 - mean_absolute_error: 262.4127 - val_loss: 157295.9667 - val_mean_absolute_error: 374.9495
Epoch 4234/5000
148/148 [==============================] - 0s 34us/step - loss: 93875.4062 - mean_absolute_error: 262.4117 - val_loss: 157295.1994 - val_mean_absolute_error: 374.9485
Epoch 4235/5000
148/148 [==============================] - 0s 34us/step - loss: 93874.8828 - mean_absolute_error: 262.4107 - val_loss: 157294.4625 - val_mean_absolute_error: 374.9476
Epoch 4236/5000
148/148 [==============================] - 0s 27us/step - loss: 93874.3594 - mean_absolute_error: 262.4097 - val_loss: 157293.7104 - val_mean_absolute_error: 374.9466
Epoch 4237/5000
148/148 [==============================] - 0s 27us/step - loss: 93873.8281 - mean_absolute_error: 262.4087 - val_loss: 157292.9742 - val_mean_absolute_error: 374.9456
Epoch 4238/5000
148/148 [==============================] - 0s 34us/step - loss: 93873.3203 - mean_absolute_error: 262.4077 - val_loss: 157292.2219 - val_mean_absolute_error: 374.9447
Epoch 4239/5000
148/148 [==============================] - 0s 27us/step - loss: 93872.7812 - mean_absolute_error: 262.4067 - val_loss: 157291.4696 - val_mean_absolute_error: 374.9437
Epoch 4240/5000
148/148 [==============================] - 0s 34us/step - loss: 93872.2578 - mean_absolute_error: 262.4057 - val_loss: 157290.7333 - val_mean_absolute_error: 374.9427
Epoch 4241/5000
148/148 [==============================] - 0s 41us/step - loss: 93871.7500 - mean_absolute_error: 262.4047 - val_loss: 157289.9813 - val_mean_absolute_error: 374.9417
Epoch 4242/5000
148/148 [==============================] - 0s 27us/step - loss: 93871.2188 - mean_absolute_error: 262.4037 - val_loss: 157289.2292 - val_mean_absolute_error: 374.9408
Epoch 4243/5000
148/148 [==============================] - 0s 40us/step - loss: 93870.7031 - mean_absolute_error: 262.4027 - val_loss: 157288.4771 - val_mean_absolute_error: 374.9398
Epoch 4244/5000
148/148 [==============================] - 0s 27us/step - loss: 93870.1719 - mean_absolute_error: 262.4018 - val_loss: 157287.7404 - val_mean_absolute_error: 374.9389
Epoch 4245/5000
148/148 [==============================] - 0s 34us/step - loss: 93869.6406 - mean_absolute_error: 262.4008 - val_loss: 157286.9883 - val_mean_absolute_error: 374.9379
Epoch 4246/5000
148/148 [==============================] - 0s 41us/step - loss: 93869.1250 - mean_absolute_error: 262.3998 - val_loss: 157286.2517 - val_mean_absolute_error: 374.9370
Epoch 4247/5000
148/148 [==============================] - 0s 27us/step - loss: 93868.6094 - mean_absolute_error: 262.3988 - val_loss: 157285.4842 - val_mean_absolute_error: 374.9360
Epoch 4248/5000
148/148 [==============================] - 0s 34us/step - loss: 93868.0781 - mean_absolute_error: 262.3978 - val_loss: 157284.7631 - val_mean_absolute_error: 374.9350
Epoch 4249/5000
148/148 [==============================] - 0s 27us/step - loss: 93867.5625 - mean_absolute_error: 262.3968 - val_loss: 157284.0108 - val_mean_absolute_error: 374.9341
Epoch 4250/5000
148/148 [==============================] - 0s 34us/step - loss: 93867.0312 - mean_absolute_error: 262.3958 - val_loss: 157283.2433 - val_mean_absolute_error: 374.9331
Epoch 4251/5000
148/148 [==============================] - 0s 27us/step - loss: 93866.5078 - mean_absolute_error: 262.3948 - val_loss: 157282.5225 - val_mean_absolute_error: 374.9321
Epoch 4252/5000
148/148 [==============================] - 0s 41us/step - loss: 93866.0000 - mean_absolute_error: 262.3938 - val_loss: 157281.7548 - val_mean_absolute_error: 374.9311
Epoch 4253/5000
148/148 [==============================] - 0s 34us/step - loss: 93865.4688 - mean_absolute_error: 262.3928 - val_loss: 157281.0179 - val_mean_absolute_error: 374.9302
Epoch 4254/5000
148/148 [==============================] - 0s 34us/step - loss: 93864.9453 - mean_absolute_error: 262.3918 - val_loss: 157280.2662 - val_mean_absolute_error: 374.9292
Epoch 4255/5000
148/148 [==============================] - 0s 34us/step - loss: 93864.4297 - mean_absolute_error: 262.3908 - val_loss: 157279.5140 - val_mean_absolute_error: 374.9282
Epoch 4256/5000
148/148 [==============================] - 0s 27us/step - loss: 93863.8984 - mean_absolute_error: 262.3898 - val_loss: 157278.7771 - val_mean_absolute_error: 374.9273
Epoch 4257/5000
148/148 [==============================] - 0s 34us/step - loss: 93863.3750 - mean_absolute_error: 262.3888 - val_loss: 157278.0408 - val_mean_absolute_error: 374.9263
Epoch 4258/5000
148/148 [==============================] - 0s 34us/step - loss: 93862.8594 - mean_absolute_error: 262.3878 - val_loss: 157277.2733 - val_mean_absolute_error: 374.9253
Epoch 4259/5000
148/148 [==============================] - 0s 27us/step - loss: 93862.3281 - mean_absolute_error: 262.3868 - val_loss: 157276.5365 - val_mean_absolute_error: 374.9243
Epoch 4260/5000
148/148 [==============================] - 0s 27us/step - loss: 93861.8047 - mean_absolute_error: 262.3858 - val_loss: 157275.7846 - val_mean_absolute_error: 374.9233
Epoch 4261/5000
148/148 [==============================] - 0s 34us/step - loss: 93861.2812 - mean_absolute_error: 262.3848 - val_loss: 157275.0325 - val_mean_absolute_error: 374.9224
Epoch 4262/5000
148/148 [==============================] - 0s 34us/step - loss: 93860.7500 - mean_absolute_error: 262.3839 - val_loss: 157274.2804 - val_mean_absolute_error: 374.9214
Epoch 4263/5000
148/148 [==============================] - 0s 27us/step - loss: 93860.2266 - mean_absolute_error: 262.3828 - val_loss: 157273.5594 - val_mean_absolute_error: 374.9204
Epoch 4264/5000
148/148 [==============================] - 0s 34us/step - loss: 93859.7188 - mean_absolute_error: 262.3818 - val_loss: 157272.8071 - val_mean_absolute_error: 374.9194
Epoch 4265/5000
148/148 [==============================] - 0s 34us/step - loss: 93859.1875 - mean_absolute_error: 262.3808 - val_loss: 157272.0396 - val_mean_absolute_error: 374.9185
Epoch 4266/5000
148/148 [==============================] - 0s 34us/step - loss: 93858.6641 - mean_absolute_error: 262.3798 - val_loss: 157271.3031 - val_mean_absolute_error: 374.9175
Epoch 4267/5000
148/148 [==============================] - 0s 34us/step - loss: 93858.1406 - mean_absolute_error: 262.3788 - val_loss: 157270.5663 - val_mean_absolute_error: 374.9165
Epoch 4268/5000
148/148 [==============================] - 0s 27us/step - loss: 93857.6250 - mean_absolute_error: 262.3778 - val_loss: 157269.7987 - val_mean_absolute_error: 374.9156
Epoch 4269/5000
148/148 [==============================] - 0s 34us/step - loss: 93857.0859 - mean_absolute_error: 262.3769 - val_loss: 157269.0623 - val_mean_absolute_error: 374.9146
Epoch 4270/5000
148/148 [==============================] - 0s 27us/step - loss: 93856.5781 - mean_absolute_error: 262.3759 - val_loss: 157268.3100 - val_mean_absolute_error: 374.9136
Epoch 4271/5000
148/148 [==============================] - 0s 27us/step - loss: 93856.0469 - mean_absolute_error: 262.3748 - val_loss: 157267.5579 - val_mean_absolute_error: 374.9127
Epoch 4272/5000
148/148 [==============================] - 0s 27us/step - loss: 93855.5234 - mean_absolute_error: 262.3739 - val_loss: 157266.8371 - val_mean_absolute_error: 374.9117
Epoch 4273/5000
148/148 [==============================] - 0s 27us/step - loss: 93855.0156 - mean_absolute_error: 262.3729 - val_loss: 157266.0694 - val_mean_absolute_error: 374.9108
Epoch 4274/5000
148/148 [==============================] - 0s 27us/step - loss: 93854.4844 - mean_absolute_error: 262.3719 - val_loss: 157265.3017 - val_mean_absolute_error: 374.9098
Epoch 4275/5000
148/148 [==============================] - 0s 41us/step - loss: 93853.9531 - mean_absolute_error: 262.3709 - val_loss: 157264.5963 - val_mean_absolute_error: 374.9088
Epoch 4276/5000
148/148 [==============================] - 0s 27us/step - loss: 93853.4375 - mean_absolute_error: 262.3699 - val_loss: 157263.8285 - val_mean_absolute_error: 374.9078
Epoch 4277/5000
148/148 [==============================] - 0s 27us/step - loss: 93852.9141 - mean_absolute_error: 262.3688 - val_loss: 157263.0921 - val_mean_absolute_error: 374.9069
Epoch 4278/5000
148/148 [==============================] - 0s 34us/step - loss: 93852.4062 - mean_absolute_error: 262.3679 - val_loss: 157262.3400 - val_mean_absolute_error: 374.9059
Epoch 4279/5000
148/148 [==============================] - 0s 34us/step - loss: 93851.8750 - mean_absolute_error: 262.3669 - val_loss: 157261.5879 - val_mean_absolute_error: 374.9050
Epoch 4280/5000
148/148 [==============================] - 0s 27us/step - loss: 93851.3438 - mean_absolute_error: 262.3659 - val_loss: 157260.8669 - val_mean_absolute_error: 374.9040
Epoch 4281/5000
148/148 [==============================] - 0s 27us/step - loss: 93850.8281 - mean_absolute_error: 262.3649 - val_loss: 157260.0992 - val_mean_absolute_error: 374.9030
Epoch 4282/5000
148/148 [==============================] - 0s 34us/step - loss: 93850.2969 - mean_absolute_error: 262.3639 - val_loss: 157259.3471 - val_mean_absolute_error: 374.9020
Epoch 4283/5000
148/148 [==============================] - 0s 27us/step - loss: 93849.7734 - mean_absolute_error: 262.3629 - val_loss: 157258.6108 - val_mean_absolute_error: 374.9010
Epoch 4284/5000
148/148 [==============================] - 0s 27us/step - loss: 93849.2656 - mean_absolute_error: 262.3619 - val_loss: 157257.8429 - val_mean_absolute_error: 374.9001
Epoch 4285/5000
148/148 [==============================] - 0s 34us/step - loss: 93848.7266 - mean_absolute_error: 262.3609 - val_loss: 157257.1063 - val_mean_absolute_error: 374.8991
Epoch 4286/5000
148/148 [==============================] - 0s 34us/step - loss: 93848.2031 - mean_absolute_error: 262.3599 - val_loss: 157256.3700 - val_mean_absolute_error: 374.8981
Epoch 4287/5000
148/148 [==============================] - 0s 27us/step - loss: 93847.6875 - mean_absolute_error: 262.3589 - val_loss: 157255.6023 - val_mean_absolute_error: 374.8971
Epoch 4288/5000
148/148 [==============================] - 0s 34us/step - loss: 93847.1641 - mean_absolute_error: 262.3578 - val_loss: 157254.8654 - val_mean_absolute_error: 374.8962
Epoch 4289/5000
148/148 [==============================] - 0s 27us/step - loss: 93846.6328 - mean_absolute_error: 262.3569 - val_loss: 157254.1292 - val_mean_absolute_error: 374.8952
Epoch 4290/5000
148/148 [==============================] - 0s 27us/step - loss: 93846.1250 - mean_absolute_error: 262.3559 - val_loss: 157253.3771 - val_mean_absolute_error: 374.8942
Epoch 4291/5000
148/148 [==============================] - 0s 27us/step - loss: 93845.5859 - mean_absolute_error: 262.3549 - val_loss: 157252.6248 - val_mean_absolute_error: 374.8933
Epoch 4292/5000
148/148 [==============================] - 0s 34us/step - loss: 93845.0625 - mean_absolute_error: 262.3539 - val_loss: 157251.8729 - val_mean_absolute_error: 374.8923
Epoch 4293/5000
148/148 [==============================] - 0s 34us/step - loss: 93844.5547 - mean_absolute_error: 262.3529 - val_loss: 157251.1517 - val_mean_absolute_error: 374.8913
Epoch 4294/5000
148/148 [==============================] - 0s 27us/step - loss: 93844.0234 - mean_absolute_error: 262.3519 - val_loss: 157250.3842 - val_mean_absolute_error: 374.8903
Epoch 4295/5000
148/148 [==============================] - 0s 41us/step - loss: 93843.4844 - mean_absolute_error: 262.3509 - val_loss: 157249.6475 - val_mean_absolute_error: 374.8894
Epoch 4296/5000
148/148 [==============================] - 0s 34us/step - loss: 93842.9844 - mean_absolute_error: 262.3499 - val_loss: 157248.9108 - val_mean_absolute_error: 374.8884
Epoch 4297/5000
148/148 [==============================] - 0s 34us/step - loss: 93842.4609 - mean_absolute_error: 262.3490 - val_loss: 157248.1433 - val_mean_absolute_error: 374.8875
Epoch 4298/5000
148/148 [==============================] - 0s 34us/step - loss: 93841.9375 - mean_absolute_error: 262.3480 - val_loss: 157247.4067 - val_mean_absolute_error: 374.8865
Epoch 4299/5000
148/148 [==============================] - 0s 27us/step - loss: 93841.4219 - mean_absolute_error: 262.3470 - val_loss: 157246.6392 - val_mean_absolute_error: 374.8856
Epoch 4300/5000
148/148 [==============================] - 0s 34us/step - loss: 93840.8828 - mean_absolute_error: 262.3460 - val_loss: 157245.9025 - val_mean_absolute_error: 374.8845
Epoch 4301/5000
148/148 [==============================] - 0s 27us/step - loss: 93840.3594 - mean_absolute_error: 262.3449 - val_loss: 157245.1506 - val_mean_absolute_error: 374.8836
Epoch 4302/5000
148/148 [==============================] - 0s 27us/step - loss: 93839.8438 - mean_absolute_error: 262.3440 - val_loss: 157244.4138 - val_mean_absolute_error: 374.8826
Epoch 4303/5000
148/148 [==============================] - 0s 34us/step - loss: 93839.3125 - mean_absolute_error: 262.3430 - val_loss: 157243.6462 - val_mean_absolute_error: 374.8817
Epoch 4304/5000
148/148 [==============================] - 0s 27us/step - loss: 93838.7891 - mean_absolute_error: 262.3419 - val_loss: 157242.9254 - val_mean_absolute_error: 374.8807
Epoch 4305/5000
148/148 [==============================] - 0s 27us/step - loss: 93838.2734 - mean_absolute_error: 262.3410 - val_loss: 157242.1577 - val_mean_absolute_error: 374.8797
Epoch 4306/5000
148/148 [==============================] - 0s 27us/step - loss: 93837.7500 - mean_absolute_error: 262.3400 - val_loss: 157241.4367 - val_mean_absolute_error: 374.8788
Epoch 4307/5000
148/148 [==============================] - 0s 27us/step - loss: 93837.2266 - mean_absolute_error: 262.3390 - val_loss: 157240.6692 - val_mean_absolute_error: 374.8777
Epoch 4308/5000
148/148 [==============================] - 0s 27us/step - loss: 93836.7109 - mean_absolute_error: 262.3380 - val_loss: 157239.9169 - val_mean_absolute_error: 374.8768
Epoch 4309/5000
148/148 [==============================] - 0s 34us/step - loss: 93836.1719 - mean_absolute_error: 262.3370 - val_loss: 157239.1958 - val_mean_absolute_error: 374.8758
Epoch 4310/5000
148/148 [==============================] - 0s 41us/step - loss: 93835.6562 - mean_absolute_error: 262.3360 - val_loss: 157238.4283 - val_mean_absolute_error: 374.8748
Epoch 4311/5000
148/148 [==============================] - 0s 27us/step - loss: 93835.1328 - mean_absolute_error: 262.3350 - val_loss: 157237.6917 - val_mean_absolute_error: 374.8739
Epoch 4312/5000
148/148 [==============================] - 0s 27us/step - loss: 93834.6094 - mean_absolute_error: 262.3340 - val_loss: 157236.9398 - val_mean_absolute_error: 374.8729
Epoch 4313/5000
148/148 [==============================] - 0s 27us/step - loss: 93834.1016 - mean_absolute_error: 262.3329 - val_loss: 157236.2029 - val_mean_absolute_error: 374.8719
Epoch 4314/5000
148/148 [==============================] - 0s 41us/step - loss: 93833.5703 - mean_absolute_error: 262.3320 - val_loss: 157235.4508 - val_mean_absolute_error: 374.8710
Epoch 4315/5000
148/148 [==============================] - 0s 34us/step - loss: 93833.0312 - mean_absolute_error: 262.3310 - val_loss: 157234.7144 - val_mean_absolute_error: 374.8700
Epoch 4316/5000
148/148 [==============================] - 0s 34us/step - loss: 93832.5234 - mean_absolute_error: 262.3300 - val_loss: 157233.9467 - val_mean_absolute_error: 374.8690
Epoch 4317/5000
148/148 [==============================] - 0s 41us/step - loss: 93832.0000 - mean_absolute_error: 262.3290 - val_loss: 157233.2100 - val_mean_absolute_error: 374.8680
Epoch 4318/5000
148/148 [==============================] - 0s 27us/step - loss: 93831.4766 - mean_absolute_error: 262.3280 - val_loss: 157232.4583 - val_mean_absolute_error: 374.8671
Epoch 4319/5000
148/148 [==============================] - 0s 34us/step - loss: 93830.9609 - mean_absolute_error: 262.3270 - val_loss: 157231.7060 - val_mean_absolute_error: 374.8661
Epoch 4320/5000
148/148 [==============================] - 0s 27us/step - loss: 93830.4219 - mean_absolute_error: 262.3260 - val_loss: 157230.9692 - val_mean_absolute_error: 374.8652
Epoch 4321/5000
148/148 [==============================] - 0s 27us/step - loss: 93829.8984 - mean_absolute_error: 262.3250 - val_loss: 157230.2175 - val_mean_absolute_error: 374.8642
Epoch 4322/5000
148/148 [==============================] - 0s 27us/step - loss: 93829.3828 - mean_absolute_error: 262.3240 - val_loss: 157229.4808 - val_mean_absolute_error: 374.8632
Epoch 4323/5000
148/148 [==============================] - 0s 34us/step - loss: 93828.8672 - mean_absolute_error: 262.3231 - val_loss: 157228.7131 - val_mean_absolute_error: 374.8623
Epoch 4324/5000
148/148 [==============================] - 0s 27us/step - loss: 93828.3281 - mean_absolute_error: 262.3221 - val_loss: 157227.9767 - val_mean_absolute_error: 374.8613
Epoch 4325/5000
148/148 [==============================] - 0s 27us/step - loss: 93827.8203 - mean_absolute_error: 262.3210 - val_loss: 157227.2246 - val_mean_absolute_error: 374.8603
Epoch 4326/5000
148/148 [==============================] - 0s 34us/step - loss: 93827.2891 - mean_absolute_error: 262.3200 - val_loss: 157226.4879 - val_mean_absolute_error: 374.8593
Epoch 4327/5000
148/148 [==============================] - 0s 27us/step - loss: 93826.7656 - mean_absolute_error: 262.3190 - val_loss: 157225.7358 - val_mean_absolute_error: 374.8584
Epoch 4328/5000
148/148 [==============================] - 0s 34us/step - loss: 93826.2500 - mean_absolute_error: 262.3181 - val_loss: 157224.9838 - val_mean_absolute_error: 374.8574
Epoch 4329/5000
148/148 [==============================] - 0s 27us/step - loss: 93825.7266 - mean_absolute_error: 262.3171 - val_loss: 157224.2317 - val_mean_absolute_error: 374.8563
Epoch 4330/5000
148/148 [==============================] - 0s 34us/step - loss: 93825.1953 - mean_absolute_error: 262.3160 - val_loss: 157223.4950 - val_mean_absolute_error: 374.8554
Epoch 4331/5000
148/148 [==============================] - 0s 34us/step - loss: 93824.6797 - mean_absolute_error: 262.3150 - val_loss: 157222.7429 - val_mean_absolute_error: 374.8544
Epoch 4332/5000
148/148 [==============================] - 0s 27us/step - loss: 93824.1562 - mean_absolute_error: 262.3141 - val_loss: 157221.9908 - val_mean_absolute_error: 374.8535
Epoch 4333/5000
148/148 [==============================] - 0s 27us/step - loss: 93823.6250 - mean_absolute_error: 262.3131 - val_loss: 157221.2698 - val_mean_absolute_error: 374.8525
Epoch 4334/5000
148/148 [==============================] - 0s 34us/step - loss: 93823.1172 - mean_absolute_error: 262.3120 - val_loss: 157220.4867 - val_mean_absolute_error: 374.8515
Epoch 4335/5000
148/148 [==============================] - 0s 41us/step - loss: 93822.5781 - mean_absolute_error: 262.3111 - val_loss: 157219.7654 - val_mean_absolute_error: 374.8506
Epoch 4336/5000
148/148 [==============================] - 0s 27us/step - loss: 93822.0625 - mean_absolute_error: 262.3101 - val_loss: 157219.0138 - val_mean_absolute_error: 374.8496
Epoch 4337/5000
148/148 [==============================] - 0s 41us/step - loss: 93821.5547 - mean_absolute_error: 262.3090 - val_loss: 157218.2615 - val_mean_absolute_error: 374.8486
Epoch 4338/5000
148/148 [==============================] - 0s 34us/step - loss: 93821.0156 - mean_absolute_error: 262.3080 - val_loss: 157217.5092 - val_mean_absolute_error: 374.8477
Epoch 4339/5000
148/148 [==============================] - 0s 27us/step - loss: 93820.4844 - mean_absolute_error: 262.3071 - val_loss: 157216.7729 - val_mean_absolute_error: 374.8467
Epoch 4340/5000
148/148 [==============================] - 0s 41us/step - loss: 93819.9766 - mean_absolute_error: 262.3061 - val_loss: 157216.0206 - val_mean_absolute_error: 374.8458
Epoch 4341/5000
148/148 [==============================] - 0s 34us/step - loss: 93819.4375 - mean_absolute_error: 262.3051 - val_loss: 157215.2842 - val_mean_absolute_error: 374.8448
Epoch 4342/5000
148/148 [==============================] - 0s 27us/step - loss: 93818.9375 - mean_absolute_error: 262.3041 - val_loss: 157214.5321 - val_mean_absolute_error: 374.8438
Epoch 4343/5000
148/148 [==============================] - 0s 34us/step - loss: 93818.4062 - mean_absolute_error: 262.3031 - val_loss: 157213.7800 - val_mean_absolute_error: 374.8428
Epoch 4344/5000
148/148 [==============================] - 0s 34us/step - loss: 93817.8750 - mean_absolute_error: 262.3021 - val_loss: 157213.0435 - val_mean_absolute_error: 374.8419
Epoch 4345/5000
148/148 [==============================] - 0s 27us/step - loss: 93817.3672 - mean_absolute_error: 262.3011 - val_loss: 157212.2913 - val_mean_absolute_error: 374.8409
Epoch 4346/5000
148/148 [==============================] - 0s 34us/step - loss: 93816.8359 - mean_absolute_error: 262.3001 - val_loss: 157211.5392 - val_mean_absolute_error: 374.8399
Epoch 4347/5000
148/148 [==============================] - 0s 27us/step - loss: 93816.3047 - mean_absolute_error: 262.2991 - val_loss: 157210.8029 - val_mean_absolute_error: 374.8390
Epoch 4348/5000
148/148 [==============================] - 0s 27us/step - loss: 93815.7969 - mean_absolute_error: 262.2982 - val_loss: 157210.0660 - val_mean_absolute_error: 374.8380
Epoch 4349/5000
148/148 [==============================] - 0s 27us/step - loss: 93815.2656 - mean_absolute_error: 262.2971 - val_loss: 157209.3138 - val_mean_absolute_error: 374.8370
Epoch 4350/5000
148/148 [==============================] - 0s 34us/step - loss: 93814.7422 - mean_absolute_error: 262.2961 - val_loss: 157208.5467 - val_mean_absolute_error: 374.8361
Epoch 4351/5000
148/148 [==============================] - 0s 27us/step - loss: 93814.2266 - mean_absolute_error: 262.2951 - val_loss: 157207.8252 - val_mean_absolute_error: 374.8351
Epoch 4352/5000
148/148 [==============================] - 0s 34us/step - loss: 93813.6953 - mean_absolute_error: 262.2941 - val_loss: 157207.0421 - val_mean_absolute_error: 374.8341
Epoch 4353/5000
148/148 [==============================] - 0s 34us/step - loss: 93813.1719 - mean_absolute_error: 262.2932 - val_loss: 157206.3367 - val_mean_absolute_error: 374.8332
Epoch 4354/5000
148/148 [==============================] - 0s 27us/step - loss: 93812.6641 - mean_absolute_error: 262.2921 - val_loss: 157205.5692 - val_mean_absolute_error: 374.8322
Epoch 4355/5000
148/148 [==============================] - 0s 34us/step - loss: 93812.1250 - mean_absolute_error: 262.2912 - val_loss: 157204.8169 - val_mean_absolute_error: 374.8311
Epoch 4356/5000
148/148 [==============================] - 0s 34us/step - loss: 93811.6016 - mean_absolute_error: 262.2901 - val_loss: 157204.0958 - val_mean_absolute_error: 374.8302
Epoch 4357/5000
148/148 [==============================] - 0s 27us/step - loss: 93811.0781 - mean_absolute_error: 262.2892 - val_loss: 157203.3283 - val_mean_absolute_error: 374.8293
Epoch 4358/5000
148/148 [==============================] - 0s 27us/step - loss: 93810.5625 - mean_absolute_error: 262.2882 - val_loss: 157202.5763 - val_mean_absolute_error: 374.8283
Epoch 4359/5000
148/148 [==============================] - 0s 41us/step - loss: 93810.0312 - mean_absolute_error: 262.2872 - val_loss: 157201.8244 - val_mean_absolute_error: 374.8273
Epoch 4360/5000
148/148 [==============================] - 0s 27us/step - loss: 93809.5234 - mean_absolute_error: 262.2862 - val_loss: 157201.0875 - val_mean_absolute_error: 374.8263
Epoch 4361/5000
148/148 [==============================] - 0s 41us/step - loss: 93808.9922 - mean_absolute_error: 262.2852 - val_loss: 157200.3508 - val_mean_absolute_error: 374.8253
Epoch 4362/5000
148/148 [==============================] - 0s 27us/step - loss: 93808.4688 - mean_absolute_error: 262.2841 - val_loss: 157199.5988 - val_mean_absolute_error: 374.8244
Epoch 4363/5000
148/148 [==============================] - 0s 34us/step - loss: 93807.9531 - mean_absolute_error: 262.2831 - val_loss: 157198.8312 - val_mean_absolute_error: 374.8234
Epoch 4364/5000
148/148 [==============================] - 0s 41us/step - loss: 93807.4219 - mean_absolute_error: 262.2821 - val_loss: 157198.0946 - val_mean_absolute_error: 374.8225
Epoch 4365/5000
148/148 [==============================] - 0s 34us/step - loss: 93806.8984 - mean_absolute_error: 262.2812 - val_loss: 157197.3581 - val_mean_absolute_error: 374.8215
Epoch 4366/5000
148/148 [==============================] - 0s 27us/step - loss: 93806.3750 - mean_absolute_error: 262.2802 - val_loss: 157196.6058 - val_mean_absolute_error: 374.8205
Epoch 4367/5000
148/148 [==============================] - 0s 27us/step - loss: 93805.8516 - mean_absolute_error: 262.2792 - val_loss: 157195.8538 - val_mean_absolute_error: 374.8195
Epoch 4368/5000
148/148 [==============================] - 0s 27us/step - loss: 93805.3359 - mean_absolute_error: 262.2782 - val_loss: 157195.1021 - val_mean_absolute_error: 374.8186
Epoch 4369/5000
148/148 [==============================] - 0s 34us/step - loss: 93804.8125 - mean_absolute_error: 262.2772 - val_loss: 157194.3806 - val_mean_absolute_error: 374.8176
Epoch 4370/5000
148/148 [==============================] - 0s 27us/step - loss: 93804.2891 - mean_absolute_error: 262.2762 - val_loss: 157193.6288 - val_mean_absolute_error: 374.8166
Epoch 4371/5000
148/148 [==============================] - 0s 27us/step - loss: 93803.7734 - mean_absolute_error: 262.2752 - val_loss: 157192.8767 - val_mean_absolute_error: 374.8157
Epoch 4372/5000
148/148 [==============================] - 0s 34us/step - loss: 93803.2422 - mean_absolute_error: 262.2742 - val_loss: 157192.1398 - val_mean_absolute_error: 374.8147
Epoch 4373/5000
148/148 [==============================] - 0s 34us/step - loss: 93802.7188 - mean_absolute_error: 262.2733 - val_loss: 157191.3879 - val_mean_absolute_error: 374.8137
Epoch 4374/5000
148/148 [==============================] - 0s 27us/step - loss: 93802.2031 - mean_absolute_error: 262.2722 - val_loss: 157190.6512 - val_mean_absolute_error: 374.8128
Epoch 4375/5000
148/148 [==============================] - 0s 41us/step - loss: 93801.6719 - mean_absolute_error: 262.2712 - val_loss: 157189.8838 - val_mean_absolute_error: 374.8118
Epoch 4376/5000
148/148 [==============================] - 0s 34us/step - loss: 93801.1562 - mean_absolute_error: 262.2702 - val_loss: 157189.1319 - val_mean_absolute_error: 374.8108
Epoch 4377/5000
148/148 [==============================] - 0s 27us/step - loss: 93800.6406 - mean_absolute_error: 262.2692 - val_loss: 157188.3950 - val_mean_absolute_error: 374.8098
Epoch 4378/5000
148/148 [==============================] - 0s 27us/step - loss: 93800.1094 - mean_absolute_error: 262.2682 - val_loss: 157187.6429 - val_mean_absolute_error: 374.8088
Epoch 4379/5000
148/148 [==============================] - 0s 34us/step - loss: 93799.5781 - mean_absolute_error: 262.2672 - val_loss: 157186.8912 - val_mean_absolute_error: 374.8079
Epoch 4380/5000
148/148 [==============================] - 0s 27us/step - loss: 93799.0703 - mean_absolute_error: 262.2662 - val_loss: 157186.1544 - val_mean_absolute_error: 374.8069
Epoch 4381/5000
148/148 [==============================] - 0s 34us/step - loss: 93798.5391 - mean_absolute_error: 262.2652 - val_loss: 157185.4021 - val_mean_absolute_error: 374.8059
Epoch 4382/5000
148/148 [==============================] - 0s 27us/step - loss: 93798.0156 - mean_absolute_error: 262.2642 - val_loss: 157184.6658 - val_mean_absolute_error: 374.8050
Epoch 4383/5000
148/148 [==============================] - 0s 41us/step - loss: 93797.5000 - mean_absolute_error: 262.2632 - val_loss: 157183.9138 - val_mean_absolute_error: 374.8040
Epoch 4384/5000
148/148 [==============================] - 0s 34us/step - loss: 93796.9766 - mean_absolute_error: 262.2622 - val_loss: 157183.1613 - val_mean_absolute_error: 374.8030
Epoch 4385/5000
148/148 [==============================] - 0s 27us/step - loss: 93796.4453 - mean_absolute_error: 262.2612 - val_loss: 157182.4250 - val_mean_absolute_error: 374.8020
Epoch 4386/5000
148/148 [==============================] - 0s 27us/step - loss: 93795.9219 - mean_absolute_error: 262.2602 - val_loss: 157181.6575 - val_mean_absolute_error: 374.8011
Epoch 4387/5000
148/148 [==============================] - 0s 27us/step - loss: 93795.4062 - mean_absolute_error: 262.2592 - val_loss: 157180.9206 - val_mean_absolute_error: 374.8001
Epoch 4388/5000
148/148 [==============================] - 0s 34us/step - loss: 93794.8750 - mean_absolute_error: 262.2582 - val_loss: 157180.1842 - val_mean_absolute_error: 374.7992
Epoch 4389/5000
148/148 [==============================] - 0s 27us/step - loss: 93794.3594 - mean_absolute_error: 262.2572 - val_loss: 157179.4321 - val_mean_absolute_error: 374.7982
Epoch 4390/5000
148/148 [==============================] - 0s 34us/step - loss: 93793.8359 - mean_absolute_error: 262.2563 - val_loss: 157178.6800 - val_mean_absolute_error: 374.7973
Epoch 4391/5000
148/148 [==============================] - 0s 34us/step - loss: 93793.3047 - mean_absolute_error: 262.2552 - val_loss: 157177.9435 - val_mean_absolute_error: 374.7963
Epoch 4392/5000
148/148 [==============================] - 0s 34us/step - loss: 93792.7891 - mean_absolute_error: 262.2543 - val_loss: 157177.1758 - val_mean_absolute_error: 374.7953
Epoch 4393/5000
148/148 [==============================] - 0s 34us/step - loss: 93792.2734 - mean_absolute_error: 262.2533 - val_loss: 157176.4392 - val_mean_absolute_error: 374.7944
Epoch 4394/5000
148/148 [==============================] - 0s 27us/step - loss: 93791.7344 - mean_absolute_error: 262.2523 - val_loss: 157175.6875 - val_mean_absolute_error: 374.7934
Epoch 4395/5000
148/148 [==============================] - 0s 27us/step - loss: 93791.2266 - mean_absolute_error: 262.2513 - val_loss: 157174.9506 - val_mean_absolute_error: 374.7924
Epoch 4396/5000
148/148 [==============================] - 0s 34us/step - loss: 93790.7031 - mean_absolute_error: 262.2503 - val_loss: 157174.1829 - val_mean_absolute_error: 374.7914
Epoch 4397/5000
148/148 [==============================] - 0s 34us/step - loss: 93790.1719 - mean_absolute_error: 262.2493 - val_loss: 157173.4467 - val_mean_absolute_error: 374.7905
Epoch 4398/5000
148/148 [==============================] - 0s 34us/step - loss: 93789.6562 - mean_absolute_error: 262.2483 - val_loss: 157172.7098 - val_mean_absolute_error: 374.7895
Epoch 4399/5000
148/148 [==============================] - 0s 27us/step - loss: 93789.1250 - mean_absolute_error: 262.2473 - val_loss: 157171.9421 - val_mean_absolute_error: 374.7885
Epoch 4400/5000
148/148 [==============================] - 0s 34us/step - loss: 93788.6016 - mean_absolute_error: 262.2463 - val_loss: 157171.2213 - val_mean_absolute_error: 374.7876
Epoch 4401/5000
148/148 [==============================] - 0s 27us/step - loss: 93788.0781 - mean_absolute_error: 262.2453 - val_loss: 157170.4692 - val_mean_absolute_error: 374.7866
Epoch 4402/5000
148/148 [==============================] - 0s 34us/step - loss: 93787.5625 - mean_absolute_error: 262.2443 - val_loss: 157169.7169 - val_mean_absolute_error: 374.7856
Epoch 4403/5000
148/148 [==============================] - 0s 34us/step - loss: 93787.0312 - mean_absolute_error: 262.2433 - val_loss: 157168.9958 - val_mean_absolute_error: 374.7847
Epoch 4404/5000
148/148 [==============================] - 0s 34us/step - loss: 93786.5156 - mean_absolute_error: 262.2423 - val_loss: 157168.2283 - val_mean_absolute_error: 374.7836
Epoch 4405/5000
148/148 [==============================] - 0s 34us/step - loss: 93785.9922 - mean_absolute_error: 262.2413 - val_loss: 157167.4765 - val_mean_absolute_error: 374.7826
Epoch 4406/5000
148/148 [==============================] - 0s 27us/step - loss: 93785.4766 - mean_absolute_error: 262.2403 - val_loss: 157166.7398 - val_mean_absolute_error: 374.7817
Epoch 4407/5000
148/148 [==============================] - 0s 27us/step - loss: 93784.9531 - mean_absolute_error: 262.2393 - val_loss: 157165.9875 - val_mean_absolute_error: 374.7807
Epoch 4408/5000
148/148 [==============================] - 0s 34us/step - loss: 93784.4219 - mean_absolute_error: 262.2383 - val_loss: 157165.2356 - val_mean_absolute_error: 374.7798
Epoch 4409/5000
148/148 [==============================] - 0s 27us/step - loss: 93783.9062 - mean_absolute_error: 262.2374 - val_loss: 157164.4987 - val_mean_absolute_error: 374.7788
Epoch 4410/5000
148/148 [==============================] - 0s 34us/step - loss: 93783.3750 - mean_absolute_error: 262.2363 - val_loss: 157163.7313 - val_mean_absolute_error: 374.7778
Epoch 4411/5000
148/148 [==============================] - 0s 34us/step - loss: 93782.8516 - mean_absolute_error: 262.2353 - val_loss: 157163.0104 - val_mean_absolute_error: 374.7769
Epoch 4412/5000
148/148 [==============================] - 0s 34us/step - loss: 93782.3359 - mean_absolute_error: 262.2343 - val_loss: 157162.2581 - val_mean_absolute_error: 374.7759
Epoch 4413/5000
148/148 [==============================] - 0s 34us/step - loss: 93781.8203 - mean_absolute_error: 262.2333 - val_loss: 157161.5058 - val_mean_absolute_error: 374.7749
Epoch 4414/5000
148/148 [==============================] - 0s 27us/step - loss: 93781.2812 - mean_absolute_error: 262.2323 - val_loss: 157160.7696 - val_mean_absolute_error: 374.7740
Epoch 4415/5000
148/148 [==============================] - 0s 27us/step - loss: 93780.7734 - mean_absolute_error: 262.2314 - val_loss: 157160.0175 - val_mean_absolute_error: 374.7730
Epoch 4416/5000
148/148 [==============================] - 0s 34us/step - loss: 93780.2422 - mean_absolute_error: 262.2304 - val_loss: 157159.2806 - val_mean_absolute_error: 374.7720
Epoch 4417/5000
148/148 [==============================] - 0s 27us/step - loss: 93779.7188 - mean_absolute_error: 262.2294 - val_loss: 157158.5133 - val_mean_absolute_error: 374.7711
Epoch 4418/5000
148/148 [==============================] - 0s 27us/step - loss: 93779.2031 - mean_absolute_error: 262.2284 - val_loss: 157157.7767 - val_mean_absolute_error: 374.7701
Epoch 4419/5000
148/148 [==============================] - 0s 34us/step - loss: 93778.6719 - mean_absolute_error: 262.2274 - val_loss: 157157.0246 - val_mean_absolute_error: 374.7691
Epoch 4420/5000
148/148 [==============================] - 0s 27us/step - loss: 93778.1484 - mean_absolute_error: 262.2264 - val_loss: 157156.2879 - val_mean_absolute_error: 374.7682
Epoch 4421/5000
148/148 [==============================] - 0s 34us/step - loss: 93777.6328 - mean_absolute_error: 262.2254 - val_loss: 157155.5204 - val_mean_absolute_error: 374.7672
Epoch 4422/5000
148/148 [==============================] - 0s 34us/step - loss: 93777.1094 - mean_absolute_error: 262.2244 - val_loss: 157154.7838 - val_mean_absolute_error: 374.7662
Epoch 4423/5000
148/148 [==============================] - 0s 34us/step - loss: 93776.5781 - mean_absolute_error: 262.2233 - val_loss: 157154.0473 - val_mean_absolute_error: 374.7653
Epoch 4424/5000
148/148 [==============================] - 0s 34us/step - loss: 93776.0703 - mean_absolute_error: 262.2224 - val_loss: 157153.2950 - val_mean_absolute_error: 374.7643
Epoch 4425/5000
148/148 [==============================] - 0s 34us/step - loss: 93775.5391 - mean_absolute_error: 262.2214 - val_loss: 157152.5583 - val_mean_absolute_error: 374.7633
Epoch 4426/5000
148/148 [==============================] - 0s 34us/step - loss: 93775.0156 - mean_absolute_error: 262.2204 - val_loss: 157151.7758 - val_mean_absolute_error: 374.7623
Epoch 4427/5000
148/148 [==============================] - 0s 27us/step - loss: 93774.5000 - mean_absolute_error: 262.2194 - val_loss: 157151.0544 - val_mean_absolute_error: 374.7613
Epoch 4428/5000
148/148 [==============================] - 0s 34us/step - loss: 93773.9766 - mean_absolute_error: 262.2184 - val_loss: 157150.3021 - val_mean_absolute_error: 374.7603
Epoch 4429/5000
148/148 [==============================] - 0s 34us/step - loss: 93773.4453 - mean_absolute_error: 262.2173 - val_loss: 157149.5504 - val_mean_absolute_error: 374.7594
Epoch 4430/5000
148/148 [==============================] - 0s 34us/step - loss: 93772.9219 - mean_absolute_error: 262.2164 - val_loss: 157148.7983 - val_mean_absolute_error: 374.7584
Epoch 4431/5000
148/148 [==============================] - 0s 41us/step - loss: 93772.4062 - mean_absolute_error: 262.2154 - val_loss: 157148.0615 - val_mean_absolute_error: 374.7575
Epoch 4432/5000
148/148 [==============================] - 0s 27us/step - loss: 93771.8750 - mean_absolute_error: 262.2144 - val_loss: 157147.3250 - val_mean_absolute_error: 374.7565
Epoch 4433/5000
148/148 [==============================] - 0s 34us/step - loss: 93771.3594 - mean_absolute_error: 262.2134 - val_loss: 157146.5575 - val_mean_absolute_error: 374.7555
Epoch 4434/5000
148/148 [==============================] - 0s 34us/step - loss: 93770.8359 - mean_absolute_error: 262.2124 - val_loss: 157145.8365 - val_mean_absolute_error: 374.7545
Epoch 4435/5000
148/148 [==============================] - 0s 27us/step - loss: 93770.3281 - mean_absolute_error: 262.2114 - val_loss: 157145.0842 - val_mean_absolute_error: 374.7536
Epoch 4436/5000
148/148 [==============================] - 0s 34us/step - loss: 93769.7969 - mean_absolute_error: 262.2104 - val_loss: 157144.3321 - val_mean_absolute_error: 374.7526
Epoch 4437/5000
148/148 [==============================] - 0s 27us/step - loss: 93769.2656 - mean_absolute_error: 262.2094 - val_loss: 157143.6112 - val_mean_absolute_error: 374.7516
Epoch 4438/5000
148/148 [==============================] - 0s 34us/step - loss: 93768.7578 - mean_absolute_error: 262.2084 - val_loss: 157142.8435 - val_mean_absolute_error: 374.7507
Epoch 4439/5000
148/148 [==============================] - 0s 34us/step - loss: 93768.2266 - mean_absolute_error: 262.2074 - val_loss: 157142.0912 - val_mean_absolute_error: 374.7497
Epoch 4440/5000
148/148 [==============================] - 0s 34us/step - loss: 93767.7031 - mean_absolute_error: 262.2064 - val_loss: 157141.3704 - val_mean_absolute_error: 374.7487
Epoch 4441/5000
148/148 [==============================] - 0s 34us/step - loss: 93767.1797 - mean_absolute_error: 262.2054 - val_loss: 157140.5875 - val_mean_absolute_error: 374.7478
Epoch 4442/5000
148/148 [==============================] - 0s 34us/step - loss: 93766.6641 - mean_absolute_error: 262.2044 - val_loss: 157139.8352 - val_mean_absolute_error: 374.7469
Epoch 4443/5000
148/148 [==============================] - 0s 27us/step - loss: 93766.1250 - mean_absolute_error: 262.2035 - val_loss: 157139.1142 - val_mean_absolute_error: 374.7459
Epoch 4444/5000
148/148 [==============================] - 0s 34us/step - loss: 93765.6094 - mean_absolute_error: 262.2025 - val_loss: 157138.3467 - val_mean_absolute_error: 374.7449
Epoch 4445/5000
148/148 [==============================] - 0s 27us/step - loss: 93765.0781 - mean_absolute_error: 262.2015 - val_loss: 157137.6100 - val_mean_absolute_error: 374.7439
Epoch 4446/5000
148/148 [==============================] - 0s 41us/step - loss: 93764.5703 - mean_absolute_error: 262.2005 - val_loss: 157136.8733 - val_mean_absolute_error: 374.7429
Epoch 4447/5000
148/148 [==============================] - 0s 27us/step - loss: 93764.0469 - mean_absolute_error: 262.1995 - val_loss: 157136.1212 - val_mean_absolute_error: 374.7420
Epoch 4448/5000
148/148 [==============================] - 0s 34us/step - loss: 93763.5234 - mean_absolute_error: 262.1985 - val_loss: 157135.3692 - val_mean_absolute_error: 374.7410
Epoch 4449/5000
148/148 [==============================] - 0s 34us/step - loss: 93762.9922 - mean_absolute_error: 262.1975 - val_loss: 157134.6327 - val_mean_absolute_error: 374.7400
Epoch 4450/5000
148/148 [==============================] - 0s 20us/step - loss: 93762.4766 - mean_absolute_error: 262.1965 - val_loss: 157133.8804 - val_mean_absolute_error: 374.7391
Epoch 4451/5000
148/148 [==============================] - 0s 34us/step - loss: 93761.9453 - mean_absolute_error: 262.1955 - val_loss: 157133.1283 - val_mean_absolute_error: 374.7381
Epoch 4452/5000
148/148 [==============================] - 0s 27us/step - loss: 93761.4219 - mean_absolute_error: 262.1945 - val_loss: 157132.4075 - val_mean_absolute_error: 374.7371
Epoch 4453/5000
148/148 [==============================] - 0s 34us/step - loss: 93760.9219 - mean_absolute_error: 262.1935 - val_loss: 157131.6552 - val_mean_absolute_error: 374.7361
Epoch 4454/5000
148/148 [==============================] - 0s 34us/step - loss: 93760.3828 - mean_absolute_error: 262.1925 - val_loss: 157130.8875 - val_mean_absolute_error: 374.7351
Epoch 4455/5000
148/148 [==============================] - 0s 27us/step - loss: 93759.8594 - mean_absolute_error: 262.1915 - val_loss: 157130.1358 - val_mean_absolute_error: 374.7342
Epoch 4456/5000
148/148 [==============================] - 0s 27us/step - loss: 93759.3438 - mean_absolute_error: 262.1905 - val_loss: 157129.3992 - val_mean_absolute_error: 374.7332
Epoch 4457/5000
148/148 [==============================] - 0s 34us/step - loss: 93758.8203 - mean_absolute_error: 262.1895 - val_loss: 157128.6315 - val_mean_absolute_error: 374.7322
Epoch 4458/5000
148/148 [==============================] - 0s 27us/step - loss: 93758.2891 - mean_absolute_error: 262.1885 - val_loss: 157127.9104 - val_mean_absolute_error: 374.7313
Epoch 4459/5000
148/148 [==============================] - 0s 20us/step - loss: 93757.7734 - mean_absolute_error: 262.1874 - val_loss: 157127.1583 - val_mean_absolute_error: 374.7303
Epoch 4460/5000
148/148 [==============================] - 0s 41us/step - loss: 93757.2422 - mean_absolute_error: 262.1865 - val_loss: 157126.4060 - val_mean_absolute_error: 374.7293
Epoch 4461/5000
148/148 [==============================] - 0s 34us/step - loss: 93756.7188 - mean_absolute_error: 262.1855 - val_loss: 157125.6850 - val_mean_absolute_error: 374.7284
Epoch 4462/5000
148/148 [==============================] - 0s 34us/step - loss: 93756.2109 - mean_absolute_error: 262.1845 - val_loss: 157124.9175 - val_mean_absolute_error: 374.7274
Epoch 4463/5000
148/148 [==============================] - 0s 34us/step - loss: 93755.6875 - mean_absolute_error: 262.1835 - val_loss: 157124.1654 - val_mean_absolute_error: 374.7264
Epoch 4464/5000
148/148 [==============================] - 0s 27us/step - loss: 93755.1562 - mean_absolute_error: 262.1825 - val_loss: 157123.4290 - val_mean_absolute_error: 374.7255
Epoch 4465/5000
148/148 [==============================] - 0s 34us/step - loss: 93754.6484 - mean_absolute_error: 262.1815 - val_loss: 157122.6767 - val_mean_absolute_error: 374.7245
Epoch 4466/5000
148/148 [==============================] - 0s 27us/step - loss: 93754.1172 - mean_absolute_error: 262.1805 - val_loss: 157121.9400 - val_mean_absolute_error: 374.7235
Epoch 4467/5000
148/148 [==============================] - 0s 41us/step - loss: 93753.5781 - mean_absolute_error: 262.1795 - val_loss: 157121.1883 - val_mean_absolute_error: 374.7226
Epoch 4468/5000
148/148 [==============================] - 0s 27us/step - loss: 93753.0781 - mean_absolute_error: 262.1785 - val_loss: 157120.4515 - val_mean_absolute_error: 374.7216
Epoch 4469/5000
148/148 [==============================] - 0s 27us/step - loss: 93752.5391 - mean_absolute_error: 262.1776 - val_loss: 157119.6996 - val_mean_absolute_error: 374.7207
Epoch 4470/5000
148/148 [==============================] - 0s 27us/step - loss: 93752.0234 - mean_absolute_error: 262.1766 - val_loss: 157118.9475 - val_mean_absolute_error: 374.7197
Epoch 4471/5000
148/148 [==============================] - 0s 34us/step - loss: 93751.5000 - mean_absolute_error: 262.1755 - val_loss: 157118.1800 - val_mean_absolute_error: 374.7186
Epoch 4472/5000
148/148 [==============================] - 0s 27us/step - loss: 93750.9766 - mean_absolute_error: 262.1745 - val_loss: 157117.4587 - val_mean_absolute_error: 374.7177
Epoch 4473/5000
148/148 [==============================] - 0s 27us/step - loss: 93750.4688 - mean_absolute_error: 262.1735 - val_loss: 157116.7067 - val_mean_absolute_error: 374.7168
Epoch 4474/5000
148/148 [==============================] - 0s 95us/step - loss: 93749.9219 - mean_absolute_error: 262.1725 - val_loss: 157115.9700 - val_mean_absolute_error: 374.7158
Epoch 4475/5000
148/148 [==============================] - 0s 27us/step - loss: 93749.4062 - mean_absolute_error: 262.1716 - val_loss: 157115.2179 - val_mean_absolute_error: 374.7148
Epoch 4476/5000
148/148 [==============================] - 0s 41us/step - loss: 93748.8906 - mean_absolute_error: 262.1706 - val_loss: 157114.4658 - val_mean_absolute_error: 374.7138
Epoch 4477/5000
148/148 [==============================] - 0s 34us/step - loss: 93748.3672 - mean_absolute_error: 262.1695 - val_loss: 157113.7292 - val_mean_absolute_error: 374.7128
Epoch 4478/5000
148/148 [==============================] - 0s 34us/step - loss: 93747.8281 - mean_absolute_error: 262.1685 - val_loss: 157112.9619 - val_mean_absolute_error: 374.7118
Epoch 4479/5000
148/148 [==============================] - 0s 34us/step - loss: 93747.3281 - mean_absolute_error: 262.1675 - val_loss: 157112.2558 - val_mean_absolute_error: 374.7109
Epoch 4480/5000
148/148 [==============================] - 0s 27us/step - loss: 93746.7969 - mean_absolute_error: 262.1666 - val_loss: 157111.4729 - val_mean_absolute_error: 374.7099
Epoch 4481/5000
148/148 [==============================] - 0s 34us/step - loss: 93746.2734 - mean_absolute_error: 262.1656 - val_loss: 157110.7367 - val_mean_absolute_error: 374.7089
Epoch 4482/5000
148/148 [==============================] - 0s 27us/step - loss: 93745.7578 - mean_absolute_error: 262.1646 - val_loss: 157109.9844 - val_mean_absolute_error: 374.7080
Epoch 4483/5000
148/148 [==============================] - 0s 27us/step - loss: 93745.2266 - mean_absolute_error: 262.1635 - val_loss: 157109.2321 - val_mean_absolute_error: 374.7070
Epoch 4484/5000
148/148 [==============================] - 0s 34us/step - loss: 93744.7031 - mean_absolute_error: 262.1625 - val_loss: 157108.4958 - val_mean_absolute_error: 374.7061
Epoch 4485/5000
148/148 [==============================] - 0s 34us/step - loss: 93744.1953 - mean_absolute_error: 262.1616 - val_loss: 157107.7437 - val_mean_absolute_error: 374.7051
Epoch 4486/5000
148/148 [==============================] - 0s 27us/step - loss: 93743.6562 - mean_absolute_error: 262.1606 - val_loss: 157107.0069 - val_mean_absolute_error: 374.7041
Epoch 4487/5000
148/148 [==============================] - 0s 34us/step - loss: 93743.1328 - mean_absolute_error: 262.1596 - val_loss: 157106.2396 - val_mean_absolute_error: 374.7032
Epoch 4488/5000
148/148 [==============================] - 0s 34us/step - loss: 93742.6250 - mean_absolute_error: 262.1586 - val_loss: 157105.5029 - val_mean_absolute_error: 374.7022
Epoch 4489/5000
148/148 [==============================] - 0s 34us/step - loss: 93742.0859 - mean_absolute_error: 262.1576 - val_loss: 157104.7506 - val_mean_absolute_error: 374.7012
Epoch 4490/5000
148/148 [==============================] - 0s 34us/step - loss: 93741.5625 - mean_absolute_error: 262.1566 - val_loss: 157104.0142 - val_mean_absolute_error: 374.7002
Epoch 4491/5000
148/148 [==============================] - 0s 27us/step - loss: 93741.0547 - mean_absolute_error: 262.1556 - val_loss: 157103.2621 - val_mean_absolute_error: 374.6993
Epoch 4492/5000
148/148 [==============================] - 0s 34us/step - loss: 93740.5312 - mean_absolute_error: 262.1546 - val_loss: 157102.4946 - val_mean_absolute_error: 374.6983
Epoch 4493/5000
148/148 [==============================] - 0s 34us/step - loss: 93740.0078 - mean_absolute_error: 262.1536 - val_loss: 157101.7735 - val_mean_absolute_error: 374.6974
Epoch 4494/5000
148/148 [==============================] - 0s 27us/step - loss: 93739.4766 - mean_absolute_error: 262.1526 - val_loss: 157101.0367 - val_mean_absolute_error: 374.6964
Epoch 4495/5000
148/148 [==============================] - 0s 27us/step - loss: 93738.9609 - mean_absolute_error: 262.1517 - val_loss: 157100.2692 - val_mean_absolute_error: 374.6954
Epoch 4496/5000
148/148 [==============================] - 0s 34us/step - loss: 93738.4297 - mean_absolute_error: 262.1506 - val_loss: 157099.5329 - val_mean_absolute_error: 374.6944
Epoch 4497/5000
148/148 [==============================] - 0s 41us/step - loss: 93737.9141 - mean_absolute_error: 262.1496 - val_loss: 157098.7806 - val_mean_absolute_error: 374.6935
Epoch 4498/5000
148/148 [==============================] - 0s 27us/step - loss: 93737.3906 - mean_absolute_error: 262.1487 - val_loss: 157098.0596 - val_mean_absolute_error: 374.6925
Epoch 4499/5000
148/148 [==============================] - 0s 41us/step - loss: 93736.8828 - mean_absolute_error: 262.1476 - val_loss: 157097.3075 - val_mean_absolute_error: 374.6916
Epoch 4500/5000
148/148 [==============================] - 0s 27us/step - loss: 93736.3516 - mean_absolute_error: 262.1466 - val_loss: 157096.5554 - val_mean_absolute_error: 374.6906
Epoch 4501/5000
148/148 [==============================] - 0s 34us/step - loss: 93735.8281 - mean_absolute_error: 262.1457 - val_loss: 157095.8188 - val_mean_absolute_error: 374.6896
Epoch 4502/5000
148/148 [==============================] - 0s 27us/step - loss: 93735.2969 - mean_absolute_error: 262.1447 - val_loss: 157095.0512 - val_mean_absolute_error: 374.6886
Epoch 4503/5000
148/148 [==============================] - 0s 20us/step - loss: 93734.7734 - mean_absolute_error: 262.1436 - val_loss: 157094.3146 - val_mean_absolute_error: 374.6876
Epoch 4504/5000
148/148 [==============================] - 0s 27us/step - loss: 93734.2500 - mean_absolute_error: 262.1427 - val_loss: 157093.5627 - val_mean_absolute_error: 374.6867
Epoch 4505/5000
148/148 [==============================] - 0s 34us/step - loss: 93733.7344 - mean_absolute_error: 262.1417 - val_loss: 157092.8104 - val_mean_absolute_error: 374.6857
Epoch 4506/5000
148/148 [==============================] - 0s 34us/step - loss: 93733.2188 - mean_absolute_error: 262.1407 - val_loss: 157092.0583 - val_mean_absolute_error: 374.6847
Epoch 4507/5000
148/148 [==============================] - 0s 27us/step - loss: 93732.6875 - mean_absolute_error: 262.1396 - val_loss: 157091.3221 - val_mean_absolute_error: 374.6838
Epoch 4508/5000
148/148 [==============================] - 0s 27us/step - loss: 93732.1719 - mean_absolute_error: 262.1386 - val_loss: 157090.5852 - val_mean_absolute_error: 374.6828
Epoch 4509/5000
148/148 [==============================] - 0s 27us/step - loss: 93731.6406 - mean_absolute_error: 262.1376 - val_loss: 157089.8175 - val_mean_absolute_error: 374.6818
Epoch 4510/5000
148/148 [==============================] - 0s 34us/step - loss: 93731.1250 - mean_absolute_error: 262.1367 - val_loss: 157089.0967 - val_mean_absolute_error: 374.6808
Epoch 4511/5000
148/148 [==============================] - 0s 34us/step - loss: 93730.6094 - mean_absolute_error: 262.1357 - val_loss: 157088.3292 - val_mean_absolute_error: 374.6799
Epoch 4512/5000
148/148 [==============================] - 0s 27us/step - loss: 93730.0781 - mean_absolute_error: 262.1347 - val_loss: 157087.5923 - val_mean_absolute_error: 374.6789
Epoch 4513/5000
148/148 [==============================] - 0s 27us/step - loss: 93729.5547 - mean_absolute_error: 262.1337 - val_loss: 157086.8404 - val_mean_absolute_error: 374.6779
Epoch 4514/5000
148/148 [==============================] - 0s 34us/step - loss: 93729.0312 - mean_absolute_error: 262.1327 - val_loss: 157086.1038 - val_mean_absolute_error: 374.6769
Epoch 4515/5000
148/148 [==============================] - 0s 27us/step - loss: 93728.5078 - mean_absolute_error: 262.1317 - val_loss: 157085.3517 - val_mean_absolute_error: 374.6760
Epoch 4516/5000
148/148 [==============================] - 0s 34us/step - loss: 93727.9766 - mean_absolute_error: 262.1307 - val_loss: 157084.6150 - val_mean_absolute_error: 374.6750
Epoch 4517/5000
148/148 [==============================] - 0s 34us/step - loss: 93727.4688 - mean_absolute_error: 262.1297 - val_loss: 157083.8475 - val_mean_absolute_error: 374.6741
Epoch 4518/5000
148/148 [==============================] - 0s 27us/step - loss: 93726.9375 - mean_absolute_error: 262.1287 - val_loss: 157083.1108 - val_mean_absolute_error: 374.6731
Epoch 4519/5000
148/148 [==============================] - 0s 27us/step - loss: 93726.4141 - mean_absolute_error: 262.1277 - val_loss: 157082.3744 - val_mean_absolute_error: 374.6722
Epoch 4520/5000
148/148 [==============================] - 0s 34us/step - loss: 93725.8984 - mean_absolute_error: 262.1267 - val_loss: 157081.6067 - val_mean_absolute_error: 374.6711
Epoch 4521/5000
148/148 [==============================] - 0s 27us/step - loss: 93725.3750 - mean_absolute_error: 262.1257 - val_loss: 157080.8700 - val_mean_absolute_error: 374.6702
Epoch 4522/5000
148/148 [==============================] - 0s 27us/step - loss: 93724.8438 - mean_absolute_error: 262.1247 - val_loss: 157080.1338 - val_mean_absolute_error: 374.6692
Epoch 4523/5000
148/148 [==============================] - 0s 34us/step - loss: 93724.3281 - mean_absolute_error: 262.1237 - val_loss: 157079.3660 - val_mean_absolute_error: 374.6683
Epoch 4524/5000
148/148 [==============================] - 0s 34us/step - loss: 93723.8047 - mean_absolute_error: 262.1227 - val_loss: 157078.6292 - val_mean_absolute_error: 374.6672
Epoch 4525/5000
148/148 [==============================] - 0s 27us/step - loss: 93723.2734 - mean_absolute_error: 262.1217 - val_loss: 157077.8775 - val_mean_absolute_error: 374.6662
Epoch 4526/5000
148/148 [==============================] - 0s 34us/step - loss: 93722.7656 - mean_absolute_error: 262.1207 - val_loss: 157077.1408 - val_mean_absolute_error: 374.6653
Epoch 4527/5000
148/148 [==============================] - 0s 34us/step - loss: 93722.2344 - mean_absolute_error: 262.1197 - val_loss: 157076.3885 - val_mean_absolute_error: 374.6643
Epoch 4528/5000
148/148 [==============================] - 0s 34us/step - loss: 93721.7109 - mean_absolute_error: 262.1187 - val_loss: 157075.6521 - val_mean_absolute_error: 374.6634
Epoch 4529/5000
148/148 [==============================] - 0s 27us/step - loss: 93721.2031 - mean_absolute_error: 262.1178 - val_loss: 157074.8846 - val_mean_absolute_error: 374.6624
Epoch 4530/5000
148/148 [==============================] - 0s 27us/step - loss: 93720.6719 - mean_absolute_error: 262.1167 - val_loss: 157074.1479 - val_mean_absolute_error: 374.6614
Epoch 4531/5000
148/148 [==============================] - 0s 27us/step - loss: 93720.1328 - mean_absolute_error: 262.1157 - val_loss: 157073.3958 - val_mean_absolute_error: 374.6604
Epoch 4532/5000
148/148 [==============================] - 0s 34us/step - loss: 93719.6328 - mean_absolute_error: 262.1147 - val_loss: 157072.6437 - val_mean_absolute_error: 374.6595
Epoch 4533/5000
148/148 [==============================] - 0s 27us/step - loss: 93719.1016 - mean_absolute_error: 262.1137 - val_loss: 157071.9229 - val_mean_absolute_error: 374.6585
Epoch 4534/5000
148/148 [==============================] - 0s 34us/step - loss: 93718.5938 - mean_absolute_error: 262.1127 - val_loss: 157071.1706 - val_mean_absolute_error: 374.6576
Epoch 4535/5000
148/148 [==============================] - 0s 27us/step - loss: 93718.0625 - mean_absolute_error: 262.1117 - val_loss: 157070.4183 - val_mean_absolute_error: 374.6566
Epoch 4536/5000
148/148 [==============================] - 0s 34us/step - loss: 93717.5312 - mean_absolute_error: 262.1107 - val_loss: 157069.6667 - val_mean_absolute_error: 374.6556
Epoch 4537/5000
148/148 [==============================] - 0s 27us/step - loss: 93717.0234 - mean_absolute_error: 262.1097 - val_loss: 157068.9300 - val_mean_absolute_error: 374.6547
Epoch 4538/5000
148/148 [==============================] - 0s 27us/step - loss: 93716.4922 - mean_absolute_error: 262.1088 - val_loss: 157068.1777 - val_mean_absolute_error: 374.6537
Epoch 4539/5000
148/148 [==============================] - 0s 27us/step - loss: 93715.9688 - mean_absolute_error: 262.1078 - val_loss: 157067.4413 - val_mean_absolute_error: 374.6527
Epoch 4540/5000
148/148 [==============================] - 0s 34us/step - loss: 93715.4531 - mean_absolute_error: 262.1068 - val_loss: 157066.7046 - val_mean_absolute_error: 374.6518
Epoch 4541/5000
148/148 [==============================] - 0s 27us/step - loss: 93714.9297 - mean_absolute_error: 262.1058 - val_loss: 157065.9371 - val_mean_absolute_error: 374.6508
Epoch 4542/5000
148/148 [==============================] - 0s 34us/step - loss: 93714.3984 - mean_absolute_error: 262.1048 - val_loss: 157065.2006 - val_mean_absolute_error: 374.6498
Epoch 4543/5000
148/148 [==============================] - 0s 34us/step - loss: 93713.8828 - mean_absolute_error: 262.1038 - val_loss: 157064.4329 - val_mean_absolute_error: 374.6489
Epoch 4544/5000
148/148 [==============================] - 0s 34us/step - loss: 93713.3672 - mean_absolute_error: 262.1028 - val_loss: 157063.6963 - val_mean_absolute_error: 374.6479
Epoch 4545/5000
148/148 [==============================] - 0s 27us/step - loss: 93712.8359 - mean_absolute_error: 262.1018 - val_loss: 157062.9598 - val_mean_absolute_error: 374.6469
Epoch 4546/5000
148/148 [==============================] - 0s 34us/step - loss: 93712.3203 - mean_absolute_error: 262.1008 - val_loss: 157062.2075 - val_mean_absolute_error: 374.6459
Epoch 4547/5000
148/148 [==============================] - 0s 27us/step - loss: 93711.7891 - mean_absolute_error: 262.0998 - val_loss: 157061.4554 - val_mean_absolute_error: 374.6450
Epoch 4548/5000
148/148 [==============================] - 0s 27us/step - loss: 93711.2656 - mean_absolute_error: 262.0988 - val_loss: 157060.7192 - val_mean_absolute_error: 374.6440
Epoch 4549/5000
148/148 [==============================] - 0s 34us/step - loss: 93710.7500 - mean_absolute_error: 262.0978 - val_loss: 157059.9515 - val_mean_absolute_error: 374.6431
Epoch 4550/5000
148/148 [==============================] - 0s 27us/step - loss: 93710.2266 - mean_absolute_error: 262.0968 - val_loss: 157059.2146 - val_mean_absolute_error: 374.6420
Epoch 4551/5000
148/148 [==============================] - 0s 34us/step - loss: 93709.6953 - mean_absolute_error: 262.0958 - val_loss: 157058.4937 - val_mean_absolute_error: 374.6410
Epoch 4552/5000
148/148 [==============================] - 0s 34us/step - loss: 93709.1797 - mean_absolute_error: 262.0948 - val_loss: 157057.7108 - val_mean_absolute_error: 374.6401
Epoch 4553/5000
148/148 [==============================] - 0s 27us/step - loss: 93708.6562 - mean_absolute_error: 262.0938 - val_loss: 157056.9894 - val_mean_absolute_error: 374.6391
Epoch 4554/5000
148/148 [==============================] - 0s 34us/step - loss: 93708.1250 - mean_absolute_error: 262.0928 - val_loss: 157056.2221 - val_mean_absolute_error: 374.6382
Epoch 4555/5000
148/148 [==============================] - 0s 34us/step - loss: 93707.6172 - mean_absolute_error: 262.0919 - val_loss: 157055.4854 - val_mean_absolute_error: 374.6372
Epoch 4556/5000
148/148 [==============================] - 0s 27us/step - loss: 93707.0859 - mean_absolute_error: 262.0908 - val_loss: 157054.7179 - val_mean_absolute_error: 374.6362
Epoch 4557/5000
148/148 [==============================] - 0s 27us/step - loss: 93706.5703 - mean_absolute_error: 262.0898 - val_loss: 157053.9969 - val_mean_absolute_error: 374.6352
Epoch 4558/5000
148/148 [==============================] - 0s 34us/step - loss: 93706.0391 - mean_absolute_error: 262.0888 - val_loss: 157053.2600 - val_mean_absolute_error: 374.6343
Epoch 4559/5000
148/148 [==============================] - 0s 27us/step - loss: 93705.5234 - mean_absolute_error: 262.0878 - val_loss: 157052.4925 - val_mean_absolute_error: 374.6333
Epoch 4560/5000
148/148 [==============================] - 0s 34us/step - loss: 93704.9922 - mean_absolute_error: 262.0868 - val_loss: 157051.7563 - val_mean_absolute_error: 374.6324
Epoch 4561/5000
148/148 [==============================] - 0s 34us/step - loss: 93704.4766 - mean_absolute_error: 262.0858 - val_loss: 157051.0040 - val_mean_absolute_error: 374.6314
Epoch 4562/5000
148/148 [==============================] - 0s 27us/step - loss: 93703.9531 - mean_absolute_error: 262.0848 - val_loss: 157050.2829 - val_mean_absolute_error: 374.6304
Epoch 4563/5000
148/148 [==============================] - 0s 27us/step - loss: 93703.4453 - mean_absolute_error: 262.0839 - val_loss: 157049.5308 - val_mean_absolute_error: 374.6294
Epoch 4564/5000
148/148 [==============================] - 0s 34us/step - loss: 93702.9062 - mean_absolute_error: 262.0829 - val_loss: 157048.7785 - val_mean_absolute_error: 374.6285
Epoch 4565/5000
148/148 [==============================] - 0s 27us/step - loss: 93702.3828 - mean_absolute_error: 262.0819 - val_loss: 157048.0267 - val_mean_absolute_error: 374.6275
Epoch 4566/5000
148/148 [==============================] - 0s 34us/step - loss: 93701.8750 - mean_absolute_error: 262.0809 - val_loss: 157047.2746 - val_mean_absolute_error: 374.6265
Epoch 4567/5000
148/148 [==============================] - 0s 34us/step - loss: 93701.3438 - mean_absolute_error: 262.0799 - val_loss: 157046.5225 - val_mean_absolute_error: 374.6256
Epoch 4568/5000
148/148 [==============================] - 0s 27us/step - loss: 93700.8281 - mean_absolute_error: 262.0789 - val_loss: 157045.7860 - val_mean_absolute_error: 374.6246
Epoch 4569/5000
148/148 [==============================] - 0s 34us/step - loss: 93700.3047 - mean_absolute_error: 262.0779 - val_loss: 157045.0492 - val_mean_absolute_error: 374.6236
Epoch 4570/5000
148/148 [==============================] - 0s 41us/step - loss: 93699.7812 - mean_absolute_error: 262.0768 - val_loss: 157044.2817 - val_mean_absolute_error: 374.6226
Epoch 4571/5000
148/148 [==============================] - 0s 27us/step - loss: 93699.2500 - mean_absolute_error: 262.0758 - val_loss: 157043.5608 - val_mean_absolute_error: 374.6217
Epoch 4572/5000
148/148 [==============================] - 0s 34us/step - loss: 93698.7266 - mean_absolute_error: 262.0749 - val_loss: 157042.7931 - val_mean_absolute_error: 374.6207
Epoch 4573/5000
148/148 [==============================] - 0s 27us/step - loss: 93698.2109 - mean_absolute_error: 262.0739 - val_loss: 157042.0408 - val_mean_absolute_error: 374.6197
Epoch 4574/5000
148/148 [==============================] - 0s 27us/step - loss: 93697.6875 - mean_absolute_error: 262.0729 - val_loss: 157041.3200 - val_mean_absolute_error: 374.6187
Epoch 4575/5000
148/148 [==============================] - 0s 34us/step - loss: 93697.1719 - mean_absolute_error: 262.0719 - val_loss: 157040.5525 - val_mean_absolute_error: 374.6178
Epoch 4576/5000
148/148 [==============================] - 0s 27us/step - loss: 93696.6406 - mean_absolute_error: 262.0709 - val_loss: 157039.8156 - val_mean_absolute_error: 374.6168
Epoch 4577/5000
148/148 [==============================] - 0s 34us/step - loss: 93696.1172 - mean_absolute_error: 262.0699 - val_loss: 157039.0792 - val_mean_absolute_error: 374.6158
Epoch 4578/5000
148/148 [==============================] - 0s 34us/step - loss: 93695.5938 - mean_absolute_error: 262.0689 - val_loss: 157038.3117 - val_mean_absolute_error: 374.6149
Epoch 4579/5000
148/148 [==============================] - 0s 27us/step - loss: 93695.0703 - mean_absolute_error: 262.0679 - val_loss: 157037.5748 - val_mean_absolute_error: 374.6139
Epoch 4580/5000
148/148 [==============================] - 0s 34us/step - loss: 93694.5469 - mean_absolute_error: 262.0669 - val_loss: 157036.8383 - val_mean_absolute_error: 374.6129
Epoch 4581/5000
148/148 [==============================] - 0s 27us/step - loss: 93694.0312 - mean_absolute_error: 262.0659 - val_loss: 157036.0708 - val_mean_absolute_error: 374.6119
Epoch 4582/5000
148/148 [==============================] - 0s 34us/step - loss: 93693.5156 - mean_absolute_error: 262.0649 - val_loss: 157035.3342 - val_mean_absolute_error: 374.6109
Epoch 4583/5000
148/148 [==============================] - 0s 34us/step - loss: 93692.9766 - mean_absolute_error: 262.0639 - val_loss: 157034.5823 - val_mean_absolute_error: 374.6100
Epoch 4584/5000
148/148 [==============================] - 0s 34us/step - loss: 93692.4688 - mean_absolute_error: 262.0629 - val_loss: 157033.8454 - val_mean_absolute_error: 374.6090
Epoch 4585/5000
148/148 [==============================] - 0s 34us/step - loss: 93691.9375 - mean_absolute_error: 262.0619 - val_loss: 157033.0933 - val_mean_absolute_error: 374.6081
Epoch 4586/5000
148/148 [==============================] - 0s 27us/step - loss: 93691.4062 - mean_absolute_error: 262.0609 - val_loss: 157032.3417 - val_mean_absolute_error: 374.6072
Epoch 4587/5000
148/148 [==============================] - 0s 34us/step - loss: 93690.9062 - mean_absolute_error: 262.0599 - val_loss: 157031.6048 - val_mean_absolute_error: 374.6062
Epoch 4588/5000
148/148 [==============================] - 0s 34us/step - loss: 93690.3750 - mean_absolute_error: 262.0589 - val_loss: 157030.8371 - val_mean_absolute_error: 374.6052
Epoch 4589/5000
148/148 [==============================] - 0s 27us/step - loss: 93689.8516 - mean_absolute_error: 262.0580 - val_loss: 157030.1162 - val_mean_absolute_error: 374.6043
Epoch 4590/5000
148/148 [==============================] - 0s 41us/step - loss: 93689.3281 - mean_absolute_error: 262.0569 - val_loss: 157029.3642 - val_mean_absolute_error: 374.6033
Epoch 4591/5000
148/148 [==============================] - 0s 27us/step - loss: 93688.8047 - mean_absolute_error: 262.0560 - val_loss: 157028.6119 - val_mean_absolute_error: 374.6023
Epoch 4592/5000
148/148 [==============================] - 0s 41us/step - loss: 93688.2734 - mean_absolute_error: 262.0550 - val_loss: 157027.8754 - val_mean_absolute_error: 374.6013
Epoch 4593/5000
148/148 [==============================] - 0s 34us/step - loss: 93687.7734 - mean_absolute_error: 262.0540 - val_loss: 157027.1233 - val_mean_absolute_error: 374.6003
Epoch 4594/5000
148/148 [==============================] - 0s 34us/step - loss: 93687.2344 - mean_absolute_error: 262.0529 - val_loss: 157026.3558 - val_mean_absolute_error: 374.5994
Epoch 4595/5000
148/148 [==============================] - 0s 27us/step - loss: 93686.7109 - mean_absolute_error: 262.0519 - val_loss: 157025.6346 - val_mean_absolute_error: 374.5984
Epoch 4596/5000
148/148 [==============================] - 0s 41us/step - loss: 93686.1953 - mean_absolute_error: 262.0510 - val_loss: 157024.8825 - val_mean_absolute_error: 374.5975
Epoch 4597/5000
148/148 [==============================] - 0s 34us/step - loss: 93685.6719 - mean_absolute_error: 262.0500 - val_loss: 157024.1462 - val_mean_absolute_error: 374.5965
Epoch 4598/5000
148/148 [==============================] - 0s 34us/step - loss: 93685.1641 - mean_absolute_error: 262.0490 - val_loss: 157023.4094 - val_mean_absolute_error: 374.5955
Epoch 4599/5000
148/148 [==============================] - 0s 27us/step - loss: 93684.6250 - mean_absolute_error: 262.0480 - val_loss: 157022.6417 - val_mean_absolute_error: 374.5945
Epoch 4600/5000
148/148 [==============================] - 0s 34us/step - loss: 93684.1094 - mean_absolute_error: 262.0470 - val_loss: 157021.9054 - val_mean_absolute_error: 374.5935
Epoch 4601/5000
148/148 [==============================] - 0s 27us/step - loss: 93683.6016 - mean_absolute_error: 262.0460 - val_loss: 157021.1533 - val_mean_absolute_error: 374.5925
Epoch 4602/5000
148/148 [==============================] - 0s 34us/step - loss: 93683.0703 - mean_absolute_error: 262.0450 - val_loss: 157020.4010 - val_mean_absolute_error: 374.5916
Epoch 4603/5000
148/148 [==============================] - 0s 34us/step - loss: 93682.5391 - mean_absolute_error: 262.0440 - val_loss: 157019.6800 - val_mean_absolute_error: 374.5906
Epoch 4604/5000
148/148 [==============================] - 0s 27us/step - loss: 93682.0234 - mean_absolute_error: 262.0430 - val_loss: 157018.9125 - val_mean_absolute_error: 374.5896
Epoch 4605/5000
148/148 [==============================] - 0s 34us/step - loss: 93681.4922 - mean_absolute_error: 262.0419 - val_loss: 157018.1604 - val_mean_absolute_error: 374.5887
Epoch 4606/5000
148/148 [==============================] - 0s 34us/step - loss: 93680.9688 - mean_absolute_error: 262.0410 - val_loss: 157017.4240 - val_mean_absolute_error: 374.5877
Epoch 4607/5000
148/148 [==============================] - 0s 41us/step - loss: 93680.4609 - mean_absolute_error: 262.0400 - val_loss: 157016.6717 - val_mean_absolute_error: 374.5867
Epoch 4608/5000
148/148 [==============================] - 0s 27us/step - loss: 93679.9297 - mean_absolute_error: 262.0390 - val_loss: 157015.9196 - val_mean_absolute_error: 374.5858
Epoch 4609/5000
148/148 [==============================] - 0s 34us/step - loss: 93679.4062 - mean_absolute_error: 262.0380 - val_loss: 157015.1833 - val_mean_absolute_error: 374.5848
Epoch 4610/5000
148/148 [==============================] - 0s 27us/step - loss: 93678.8906 - mean_absolute_error: 262.0370 - val_loss: 157014.4310 - val_mean_absolute_error: 374.5838
Epoch 4611/5000
148/148 [==============================] - 0s 34us/step - loss: 93678.3516 - mean_absolute_error: 262.0360 - val_loss: 157013.6787 - val_mean_absolute_error: 374.5829
Epoch 4612/5000
148/148 [==============================] - 0s 34us/step - loss: 93677.8359 - mean_absolute_error: 262.0350 - val_loss: 157012.9425 - val_mean_absolute_error: 374.5819
Epoch 4613/5000
148/148 [==============================] - 0s 27us/step - loss: 93677.3203 - mean_absolute_error: 262.0340 - val_loss: 157012.1902 - val_mean_absolute_error: 374.5810
Epoch 4614/5000
148/148 [==============================] - 0s 27us/step - loss: 93676.7891 - mean_absolute_error: 262.0331 - val_loss: 157011.4533 - val_mean_absolute_error: 374.5800
Epoch 4615/5000
148/148 [==============================] - 0s 41us/step - loss: 93676.2734 - mean_absolute_error: 262.0320 - val_loss: 157010.7017 - val_mean_absolute_error: 374.5790
Epoch 4616/5000
148/148 [==============================] - 0s 27us/step - loss: 93675.7578 - mean_absolute_error: 262.0311 - val_loss: 157009.9650 - val_mean_absolute_error: 374.5781
Epoch 4617/5000
148/148 [==============================] - 0s 27us/step - loss: 93675.2266 - mean_absolute_error: 262.0301 - val_loss: 157009.1973 - val_mean_absolute_error: 374.5771
Epoch 4618/5000
148/148 [==============================] - 0s 27us/step - loss: 93674.7031 - mean_absolute_error: 262.0290 - val_loss: 157008.4763 - val_mean_absolute_error: 374.5761
Epoch 4619/5000
148/148 [==============================] - 0s 34us/step - loss: 93674.1797 - mean_absolute_error: 262.0280 - val_loss: 157007.7242 - val_mean_absolute_error: 374.5751
Epoch 4620/5000
148/148 [==============================] - 0s 34us/step - loss: 93673.6641 - mean_absolute_error: 262.0270 - val_loss: 157006.9567 - val_mean_absolute_error: 374.5742
Epoch 4621/5000
148/148 [==============================] - 0s 34us/step - loss: 93673.1406 - mean_absolute_error: 262.0260 - val_loss: 157006.2202 - val_mean_absolute_error: 374.5732
Epoch 4622/5000
148/148 [==============================] - 0s 27us/step - loss: 93672.6250 - mean_absolute_error: 262.0251 - val_loss: 157005.4833 - val_mean_absolute_error: 374.5722
Epoch 4623/5000
148/148 [==============================] - 0s 34us/step - loss: 93672.0859 - mean_absolute_error: 262.0240 - val_loss: 157004.7158 - val_mean_absolute_error: 374.5712
Epoch 4624/5000
148/148 [==============================] - 0s 34us/step - loss: 93671.5703 - mean_absolute_error: 262.0230 - val_loss: 157003.9796 - val_mean_absolute_error: 374.5702
Epoch 4625/5000
148/148 [==============================] - 0s 27us/step - loss: 93671.0625 - mean_absolute_error: 262.0221 - val_loss: 157003.2273 - val_mean_absolute_error: 374.5693
Epoch 4626/5000
148/148 [==============================] - 0s 27us/step - loss: 93670.5234 - mean_absolute_error: 262.0211 - val_loss: 157002.5063 - val_mean_absolute_error: 374.5683
Epoch 4627/5000
148/148 [==============================] - 0s 34us/step - loss: 93670.0156 - mean_absolute_error: 262.0201 - val_loss: 157001.7542 - val_mean_absolute_error: 374.5673
Epoch 4628/5000
148/148 [==============================] - 0s 34us/step - loss: 93669.4844 - mean_absolute_error: 262.0191 - val_loss: 157000.9867 - val_mean_absolute_error: 374.5664
Epoch 4629/5000
148/148 [==============================] - 0s 34us/step - loss: 93668.9609 - mean_absolute_error: 262.0181 - val_loss: 157000.2654 - val_mean_absolute_error: 374.5654
Epoch 4630/5000
148/148 [==============================] - 0s 41us/step - loss: 93668.4453 - mean_absolute_error: 262.0170 - val_loss: 156999.5133 - val_mean_absolute_error: 374.5644
Epoch 4631/5000
148/148 [==============================] - 0s 27us/step - loss: 93667.9219 - mean_absolute_error: 262.0161 - val_loss: 156998.7613 - val_mean_absolute_error: 374.5634
Epoch 4632/5000
148/148 [==============================] - 0s 27us/step - loss: 93667.3984 - mean_absolute_error: 262.0151 - val_loss: 156998.0402 - val_mean_absolute_error: 374.5625
Epoch 4633/5000
148/148 [==============================] - 0s 34us/step - loss: 93666.8750 - mean_absolute_error: 262.0141 - val_loss: 156997.2725 - val_mean_absolute_error: 374.5615
Epoch 4634/5000
148/148 [==============================] - 0s 34us/step - loss: 93666.3516 - mean_absolute_error: 262.0131 - val_loss: 156996.5358 - val_mean_absolute_error: 374.5605
Epoch 4635/5000
148/148 [==============================] - 0s 34us/step - loss: 93665.8203 - mean_absolute_error: 262.0121 - val_loss: 156995.7996 - val_mean_absolute_error: 374.5596
Epoch 4636/5000
148/148 [==============================] - 0s 27us/step - loss: 93665.3125 - mean_absolute_error: 262.0111 - val_loss: 156995.0319 - val_mean_absolute_error: 374.5586
Epoch 4637/5000
148/148 [==============================] - 0s 27us/step - loss: 93664.7812 - mean_absolute_error: 262.0101 - val_loss: 156994.2796 - val_mean_absolute_error: 374.5577
Epoch 4638/5000
148/148 [==============================] - 0s 34us/step - loss: 93664.2656 - mean_absolute_error: 262.0091 - val_loss: 156993.5279 - val_mean_absolute_error: 374.5567
Epoch 4639/5000
148/148 [==============================] - 0s 27us/step - loss: 93663.7422 - mean_absolute_error: 262.0081 - val_loss: 156992.8067 - val_mean_absolute_error: 374.5557
Epoch 4640/5000
148/148 [==============================] - 0s 27us/step - loss: 93663.2266 - mean_absolute_error: 262.0071 - val_loss: 156992.0235 - val_mean_absolute_error: 374.5548
Epoch 4641/5000
148/148 [==============================] - 0s 34us/step - loss: 93662.6875 - mean_absolute_error: 262.0062 - val_loss: 156991.3025 - val_mean_absolute_error: 374.5538
Epoch 4642/5000
148/148 [==============================] - 0s 34us/step - loss: 93662.1719 - mean_absolute_error: 262.0052 - val_loss: 156990.5504 - val_mean_absolute_error: 374.5528
Epoch 4643/5000
148/148 [==============================] - 0s 34us/step - loss: 93661.6484 - mean_absolute_error: 262.0041 - val_loss: 156989.8138 - val_mean_absolute_error: 374.5519
Epoch 4644/5000
148/148 [==============================] - 0s 27us/step - loss: 93661.1250 - mean_absolute_error: 262.0031 - val_loss: 156989.0773 - val_mean_absolute_error: 374.5509
Epoch 4645/5000
148/148 [==============================] - 0s 34us/step - loss: 93660.6094 - mean_absolute_error: 262.0021 - val_loss: 156988.3096 - val_mean_absolute_error: 374.5499
Epoch 4646/5000
148/148 [==============================] - 0s 27us/step - loss: 93660.0781 - mean_absolute_error: 262.0012 - val_loss: 156987.5575 - val_mean_absolute_error: 374.5490
Epoch 4647/5000
148/148 [==============================] - 0s 34us/step - loss: 93659.5547 - mean_absolute_error: 262.0002 - val_loss: 156986.8213 - val_mean_absolute_error: 374.5480
Epoch 4648/5000
148/148 [==============================] - 0s 27us/step - loss: 93659.0391 - mean_absolute_error: 261.9991 - val_loss: 156986.0844 - val_mean_absolute_error: 374.5470
Epoch 4649/5000
148/148 [==============================] - 0s 27us/step - loss: 93658.5078 - mean_absolute_error: 261.9981 - val_loss: 156985.3169 - val_mean_absolute_error: 374.5460
Epoch 4650/5000
148/148 [==============================] - 0s 27us/step - loss: 93657.9844 - mean_absolute_error: 261.9972 - val_loss: 156984.5958 - val_mean_absolute_error: 374.5450
Epoch 4651/5000
148/148 [==============================] - 0s 27us/step - loss: 93657.4766 - mean_absolute_error: 261.9962 - val_loss: 156983.8281 - val_mean_absolute_error: 374.5441
Epoch 4652/5000
148/148 [==============================] - 0s 34us/step - loss: 93656.9453 - mean_absolute_error: 261.9952 - val_loss: 156983.0915 - val_mean_absolute_error: 374.5431
Epoch 4653/5000
148/148 [==============================] - 0s 34us/step - loss: 93656.4219 - mean_absolute_error: 261.9942 - val_loss: 156982.3550 - val_mean_absolute_error: 374.5421
Epoch 4654/5000
148/148 [==============================] - 0s 27us/step - loss: 93655.9062 - mean_absolute_error: 261.9931 - val_loss: 156981.5875 - val_mean_absolute_error: 374.5412
Epoch 4655/5000
148/148 [==============================] - 0s 27us/step - loss: 93655.3828 - mean_absolute_error: 261.9921 - val_loss: 156980.8508 - val_mean_absolute_error: 374.5402
Epoch 4656/5000
148/148 [==============================] - 0s 34us/step - loss: 93654.8594 - mean_absolute_error: 261.9911 - val_loss: 156980.0988 - val_mean_absolute_error: 374.5392
Epoch 4657/5000
148/148 [==============================] - 0s 34us/step - loss: 93654.3438 - mean_absolute_error: 261.9901 - val_loss: 156979.3621 - val_mean_absolute_error: 374.5382
Epoch 4658/5000
148/148 [==============================] - 0s 27us/step - loss: 93653.8125 - mean_absolute_error: 261.9892 - val_loss: 156978.6100 - val_mean_absolute_error: 374.5372
Epoch 4659/5000
148/148 [==============================] - 0s 41us/step - loss: 93653.2969 - mean_absolute_error: 261.9882 - val_loss: 156977.8735 - val_mean_absolute_error: 374.5363
Epoch 4660/5000
148/148 [==============================] - 0s 34us/step - loss: 93652.7734 - mean_absolute_error: 261.9872 - val_loss: 156977.1215 - val_mean_absolute_error: 374.5353
Epoch 4661/5000
148/148 [==============================] - 0s 27us/step - loss: 93652.2500 - mean_absolute_error: 261.9862 - val_loss: 156976.3850 - val_mean_absolute_error: 374.5344
Epoch 4662/5000
148/148 [==============================] - 0s 34us/step - loss: 93651.7344 - mean_absolute_error: 261.9852 - val_loss: 156975.6329 - val_mean_absolute_error: 374.5334
Epoch 4663/5000
148/148 [==============================] - 0s 27us/step - loss: 93651.2109 - mean_absolute_error: 261.9842 - val_loss: 156974.8808 - val_mean_absolute_error: 374.5325
Epoch 4664/5000
148/148 [==============================] - 0s 41us/step - loss: 93650.6719 - mean_absolute_error: 261.9832 - val_loss: 156974.1288 - val_mean_absolute_error: 374.5315
Epoch 4665/5000
148/148 [==============================] - 0s 34us/step - loss: 93650.1719 - mean_absolute_error: 261.9822 - val_loss: 156973.4075 - val_mean_absolute_error: 374.5305
Epoch 4666/5000
148/148 [==============================] - 0s 27us/step - loss: 93649.6406 - mean_absolute_error: 261.9812 - val_loss: 156972.6246 - val_mean_absolute_error: 374.5295
Epoch 4667/5000
148/148 [==============================] - 0s 27us/step - loss: 93649.1172 - mean_absolute_error: 261.9802 - val_loss: 156971.8883 - val_mean_absolute_error: 374.5285
Epoch 4668/5000
148/148 [==============================] - 0s 34us/step - loss: 93648.5938 - mean_absolute_error: 261.9792 - val_loss: 156971.1515 - val_mean_absolute_error: 374.5276
Epoch 4669/5000
148/148 [==============================] - 0s 27us/step - loss: 93648.0703 - mean_absolute_error: 261.9782 - val_loss: 156970.3838 - val_mean_absolute_error: 374.5267
Epoch 4670/5000
148/148 [==============================] - 0s 41us/step - loss: 93647.5391 - mean_absolute_error: 261.9772 - val_loss: 156969.6629 - val_mean_absolute_error: 374.5257
Epoch 4671/5000
148/148 [==============================] - 0s 34us/step - loss: 93647.0312 - mean_absolute_error: 261.9763 - val_loss: 156968.9106 - val_mean_absolute_error: 374.5246
Epoch 4672/5000
148/148 [==============================] - 0s 34us/step - loss: 93646.5078 - mean_absolute_error: 261.9752 - val_loss: 156968.1583 - val_mean_absolute_error: 374.5237
Epoch 4673/5000
148/148 [==============================] - 0s 34us/step - loss: 93645.9766 - mean_absolute_error: 261.9742 - val_loss: 156967.4375 - val_mean_absolute_error: 374.5227
Epoch 4674/5000
148/148 [==============================] - 0s 27us/step - loss: 93645.4688 - mean_absolute_error: 261.9732 - val_loss: 156966.6700 - val_mean_absolute_error: 374.5217
Epoch 4675/5000
148/148 [==============================] - 0s 27us/step - loss: 93644.9375 - mean_absolute_error: 261.9723 - val_loss: 156965.9177 - val_mean_absolute_error: 374.5208
Epoch 4676/5000
148/148 [==============================] - 0s 27us/step - loss: 93644.4062 - mean_absolute_error: 261.9712 - val_loss: 156965.1967 - val_mean_absolute_error: 374.5198
Epoch 4677/5000
148/148 [==============================] - 0s 27us/step - loss: 93643.8984 - mean_absolute_error: 261.9702 - val_loss: 156964.4446 - val_mean_absolute_error: 374.5188
Epoch 4678/5000
148/148 [==============================] - 0s 34us/step - loss: 93643.3750 - mean_absolute_error: 261.9692 - val_loss: 156963.6925 - val_mean_absolute_error: 374.5179
Epoch 4679/5000
148/148 [==============================] - 0s 34us/step - loss: 93642.8516 - mean_absolute_error: 261.9682 - val_loss: 156962.9406 - val_mean_absolute_error: 374.5169
Epoch 4680/5000
148/148 [==============================] - 0s 34us/step - loss: 93642.3281 - mean_absolute_error: 261.9672 - val_loss: 156962.1729 - val_mean_absolute_error: 374.5159
Epoch 4681/5000
148/148 [==============================] - 0s 34us/step - loss: 93641.8047 - mean_absolute_error: 261.9662 - val_loss: 156961.4517 - val_mean_absolute_error: 374.5150
Epoch 4682/5000
148/148 [==============================] - 0s 34us/step - loss: 93641.2734 - mean_absolute_error: 261.9652 - val_loss: 156960.7000 - val_mean_absolute_error: 374.5140
Epoch 4683/5000
148/148 [==============================] - 0s 41us/step - loss: 93640.7656 - mean_absolute_error: 261.9643 - val_loss: 156959.9477 - val_mean_absolute_error: 374.5130
Epoch 4684/5000
148/148 [==============================] - 0s 27us/step - loss: 93640.2344 - mean_absolute_error: 261.9633 - val_loss: 156959.1954 - val_mean_absolute_error: 374.5120
Epoch 4685/5000
148/148 [==============================] - 0s 34us/step - loss: 93639.7109 - mean_absolute_error: 261.9623 - val_loss: 156958.4592 - val_mean_absolute_error: 374.5111
Epoch 4686/5000
148/148 [==============================] - 0s 34us/step - loss: 93639.1953 - mean_absolute_error: 261.9613 - val_loss: 156957.7225 - val_mean_absolute_error: 374.5101
Epoch 4687/5000
148/148 [==============================] - 0s 34us/step - loss: 93638.6719 - mean_absolute_error: 261.9603 - val_loss: 156956.9548 - val_mean_absolute_error: 374.5092
Epoch 4688/5000
148/148 [==============================] - 0s 27us/step - loss: 93638.1406 - mean_absolute_error: 261.9593 - val_loss: 156956.2183 - val_mean_absolute_error: 374.5082
Epoch 4689/5000
148/148 [==============================] - 0s 27us/step - loss: 93637.6328 - mean_absolute_error: 261.9583 - val_loss: 156955.4817 - val_mean_absolute_error: 374.5073
Epoch 4690/5000
148/148 [==============================] - 0s 27us/step - loss: 93637.1016 - mean_absolute_error: 261.9573 - val_loss: 156954.7452 - val_mean_absolute_error: 374.5063
Epoch 4691/5000
148/148 [==============================] - 0s 34us/step - loss: 93636.5938 - mean_absolute_error: 261.9563 - val_loss: 156953.9929 - val_mean_absolute_error: 374.5053
Epoch 4692/5000
148/148 [==============================] - 0s 34us/step - loss: 93636.0547 - mean_absolute_error: 261.9553 - val_loss: 156953.2408 - val_mean_absolute_error: 374.5043
Epoch 4693/5000
148/148 [==============================] - 0s 34us/step - loss: 93635.5312 - mean_absolute_error: 261.9543 - val_loss: 156952.5046 - val_mean_absolute_error: 374.5034
Epoch 4694/5000
148/148 [==============================] - 0s 34us/step - loss: 93635.0234 - mean_absolute_error: 261.9533 - val_loss: 156951.7523 - val_mean_absolute_error: 374.5024
Epoch 4695/5000
148/148 [==============================] - 0s 27us/step - loss: 93634.5000 - mean_absolute_error: 261.9523 - val_loss: 156951.0000 - val_mean_absolute_error: 374.5014
Epoch 4696/5000
148/148 [==============================] - 0s 27us/step - loss: 93633.9688 - mean_absolute_error: 261.9513 - val_loss: 156950.2638 - val_mean_absolute_error: 374.5005
Epoch 4697/5000
148/148 [==============================] - 0s 27us/step - loss: 93633.4609 - mean_absolute_error: 261.9503 - val_loss: 156949.5117 - val_mean_absolute_error: 374.4994
Epoch 4698/5000
148/148 [==============================] - 0s 34us/step - loss: 93632.9297 - mean_absolute_error: 261.9493 - val_loss: 156948.7594 - val_mean_absolute_error: 374.4985
Epoch 4699/5000
148/148 [==============================] - 0s 27us/step - loss: 93632.4062 - mean_absolute_error: 261.9483 - val_loss: 156948.0229 - val_mean_absolute_error: 374.4975
Epoch 4700/5000
148/148 [==============================] - 0s 34us/step - loss: 93631.8906 - mean_absolute_error: 261.9473 - val_loss: 156947.2863 - val_mean_absolute_error: 374.4965
Epoch 4701/5000
148/148 [==============================] - 0s 34us/step - loss: 93631.3750 - mean_absolute_error: 261.9464 - val_loss: 156946.5187 - val_mean_absolute_error: 374.4955
Epoch 4702/5000
148/148 [==============================] - 0s 34us/step - loss: 93630.8359 - mean_absolute_error: 261.9453 - val_loss: 156945.7823 - val_mean_absolute_error: 374.4946
Epoch 4703/5000
148/148 [==============================] - 0s 34us/step - loss: 93630.3281 - mean_absolute_error: 261.9443 - val_loss: 156945.0300 - val_mean_absolute_error: 374.4936
Epoch 4704/5000
148/148 [==============================] - 0s 34us/step - loss: 93629.7969 - mean_absolute_error: 261.9433 - val_loss: 156944.2779 - val_mean_absolute_error: 374.4926
Epoch 4705/5000
148/148 [==============================] - 0s 34us/step - loss: 93629.2734 - mean_absolute_error: 261.9423 - val_loss: 156943.5417 - val_mean_absolute_error: 374.4917
Epoch 4706/5000
148/148 [==============================] - 0s 27us/step - loss: 93628.7578 - mean_absolute_error: 261.9413 - val_loss: 156942.7894 - val_mean_absolute_error: 374.4907
Epoch 4707/5000
148/148 [==============================] - 0s 27us/step - loss: 93628.2266 - mean_absolute_error: 261.9403 - val_loss: 156942.0371 - val_mean_absolute_error: 374.4897
Epoch 4708/5000
148/148 [==============================] - 0s 34us/step - loss: 93627.7109 - mean_absolute_error: 261.9394 - val_loss: 156941.3163 - val_mean_absolute_error: 374.4888
Epoch 4709/5000
148/148 [==============================] - 0s 27us/step - loss: 93627.1953 - mean_absolute_error: 261.9384 - val_loss: 156940.5487 - val_mean_absolute_error: 374.4878
Epoch 4710/5000
148/148 [==============================] - 0s 34us/step - loss: 93626.6719 - mean_absolute_error: 261.9373 - val_loss: 156939.8119 - val_mean_absolute_error: 374.4868
Epoch 4711/5000
148/148 [==============================] - 0s 34us/step - loss: 93626.1328 - mean_absolute_error: 261.9364 - val_loss: 156939.0600 - val_mean_absolute_error: 374.4859
Epoch 4712/5000
148/148 [==============================] - 0s 27us/step - loss: 93625.6250 - mean_absolute_error: 261.9354 - val_loss: 156938.3233 - val_mean_absolute_error: 374.4849
Epoch 4713/5000
148/148 [==============================] - 0s 34us/step - loss: 93625.1016 - mean_absolute_error: 261.9344 - val_loss: 156937.5713 - val_mean_absolute_error: 374.4839
Epoch 4714/5000
148/148 [==============================] - 0s 27us/step - loss: 93624.5703 - mean_absolute_error: 261.9334 - val_loss: 156936.8192 - val_mean_absolute_error: 374.4830
Epoch 4715/5000
148/148 [==============================] - 0s 27us/step - loss: 93624.0547 - mean_absolute_error: 261.9324 - val_loss: 156936.0825 - val_mean_absolute_error: 374.4820
Epoch 4716/5000
148/148 [==============================] - 0s 34us/step - loss: 93623.5312 - mean_absolute_error: 261.9313 - val_loss: 156935.3304 - val_mean_absolute_error: 374.4810
Epoch 4717/5000
148/148 [==============================] - 0s 27us/step - loss: 93623.0078 - mean_absolute_error: 261.9304 - val_loss: 156934.5785 - val_mean_absolute_error: 374.4801
Epoch 4718/5000
148/148 [==============================] - 0s 27us/step - loss: 93622.4844 - mean_absolute_error: 261.9294 - val_loss: 156933.8419 - val_mean_absolute_error: 374.4791
Epoch 4719/5000
148/148 [==============================] - 0s 34us/step - loss: 93621.9531 - mean_absolute_error: 261.9284 - val_loss: 156933.0742 - val_mean_absolute_error: 374.4781
Epoch 4720/5000
148/148 [==============================] - 0s 27us/step - loss: 93621.4297 - mean_absolute_error: 261.9274 - val_loss: 156932.3533 - val_mean_absolute_error: 374.4771
Epoch 4721/5000
148/148 [==============================] - 0s 27us/step - loss: 93620.9219 - mean_absolute_error: 261.9264 - val_loss: 156931.5858 - val_mean_absolute_error: 374.4761
Epoch 4722/5000
148/148 [==============================] - 0s 27us/step - loss: 93620.4062 - mean_absolute_error: 261.9254 - val_loss: 156930.8490 - val_mean_absolute_error: 374.4752
Epoch 4723/5000
148/148 [==============================] - 0s 27us/step - loss: 93619.8750 - mean_absolute_error: 261.9244 - val_loss: 156930.1279 - val_mean_absolute_error: 374.4742
Epoch 4724/5000
148/148 [==============================] - 0s 34us/step - loss: 93619.3594 - mean_absolute_error: 261.9234 - val_loss: 156929.3604 - val_mean_absolute_error: 374.4732
Epoch 4725/5000
148/148 [==============================] - 0s 34us/step - loss: 93618.8281 - mean_absolute_error: 261.9224 - val_loss: 156928.6394 - val_mean_absolute_error: 374.4723
Epoch 4726/5000
148/148 [==============================] - 0s 27us/step - loss: 93618.3203 - mean_absolute_error: 261.9214 - val_loss: 156927.8719 - val_mean_absolute_error: 374.4713
Epoch 4727/5000
148/148 [==============================] - 0s 27us/step - loss: 93617.7969 - mean_absolute_error: 261.9203 - val_loss: 156927.1196 - val_mean_absolute_error: 374.4703
Epoch 4728/5000
148/148 [==============================] - 0s 27us/step - loss: 93617.2734 - mean_absolute_error: 261.9194 - val_loss: 156926.3833 - val_mean_absolute_error: 374.4694
Epoch 4729/5000
148/148 [==============================] - 0s 34us/step - loss: 93616.7500 - mean_absolute_error: 261.9184 - val_loss: 156925.6313 - val_mean_absolute_error: 374.4684
Epoch 4730/5000
148/148 [==============================] - 0s 34us/step - loss: 93616.2266 - mean_absolute_error: 261.9174 - val_loss: 156924.8790 - val_mean_absolute_error: 374.4675
Epoch 4731/5000
148/148 [==============================] - 0s 34us/step - loss: 93615.6953 - mean_absolute_error: 261.9164 - val_loss: 156924.1425 - val_mean_absolute_error: 374.4665
Epoch 4732/5000
148/148 [==============================] - 0s 34us/step - loss: 93615.1875 - mean_absolute_error: 261.9154 - val_loss: 156923.3904 - val_mean_absolute_error: 374.4655
Epoch 4733/5000
148/148 [==============================] - 0s 27us/step - loss: 93614.6641 - mean_absolute_error: 261.9144 - val_loss: 156922.6383 - val_mean_absolute_error: 374.4645
Epoch 4734/5000
148/148 [==============================] - 0s 34us/step - loss: 93614.1406 - mean_absolute_error: 261.9134 - val_loss: 156921.9173 - val_mean_absolute_error: 374.4636
Epoch 4735/5000
148/148 [==============================] - 0s 27us/step - loss: 93613.6172 - mean_absolute_error: 261.9124 - val_loss: 156921.1496 - val_mean_absolute_error: 374.4626
Epoch 4736/5000
148/148 [==============================] - 0s 27us/step - loss: 93613.0859 - mean_absolute_error: 261.9115 - val_loss: 156920.4129 - val_mean_absolute_error: 374.4616
Epoch 4737/5000
148/148 [==============================] - 0s 34us/step - loss: 93612.5703 - mean_absolute_error: 261.9105 - val_loss: 156919.6765 - val_mean_absolute_error: 374.4607
Epoch 4738/5000
148/148 [==============================] - 0s 27us/step - loss: 93612.0469 - mean_absolute_error: 261.9095 - val_loss: 156918.9090 - val_mean_absolute_error: 374.4597
Epoch 4739/5000
148/148 [==============================] - 0s 27us/step - loss: 93611.5234 - mean_absolute_error: 261.9085 - val_loss: 156918.1721 - val_mean_absolute_error: 374.4587
Epoch 4740/5000
148/148 [==============================] - 0s 34us/step - loss: 93611.0078 - mean_absolute_error: 261.9074 - val_loss: 156917.4204 - val_mean_absolute_error: 374.4577
Epoch 4741/5000
148/148 [==============================] - 0s 34us/step - loss: 93610.4844 - mean_absolute_error: 261.9065 - val_loss: 156916.6835 - val_mean_absolute_error: 374.4568
Epoch 4742/5000
148/148 [==============================] - 0s 27us/step - loss: 93609.9531 - mean_absolute_error: 261.9055 - val_loss: 156915.9312 - val_mean_absolute_error: 374.4558
Epoch 4743/5000
148/148 [==============================] - 0s 27us/step - loss: 93609.4297 - mean_absolute_error: 261.9044 - val_loss: 156915.1796 - val_mean_absolute_error: 374.4548
Epoch 4744/5000
148/148 [==============================] - 0s 34us/step - loss: 93608.9219 - mean_absolute_error: 261.9035 - val_loss: 156914.4429 - val_mean_absolute_error: 374.4539
Epoch 4745/5000
148/148 [==============================] - 0s 27us/step - loss: 93608.3906 - mean_absolute_error: 261.9025 - val_loss: 156913.6906 - val_mean_absolute_error: 374.4528
Epoch 4746/5000
148/148 [==============================] - 0s 34us/step - loss: 93607.8672 - mean_absolute_error: 261.9015 - val_loss: 156912.9542 - val_mean_absolute_error: 374.4519
Epoch 4747/5000
148/148 [==============================] - 0s 34us/step - loss: 93607.3516 - mean_absolute_error: 261.9005 - val_loss: 156912.1867 - val_mean_absolute_error: 374.4509
Epoch 4748/5000
148/148 [==============================] - 0s 27us/step - loss: 93606.8281 - mean_absolute_error: 261.8995 - val_loss: 156911.4654 - val_mean_absolute_error: 374.4500
Epoch 4749/5000
148/148 [==============================] - 0s 34us/step - loss: 93606.2969 - mean_absolute_error: 261.8985 - val_loss: 156910.7135 - val_mean_absolute_error: 374.4490
Epoch 4750/5000
148/148 [==============================] - 0s 27us/step - loss: 93605.7812 - mean_absolute_error: 261.8975 - val_loss: 156909.9612 - val_mean_absolute_error: 374.4480
Epoch 4751/5000
148/148 [==============================] - 0s 41us/step - loss: 93605.2578 - mean_absolute_error: 261.8965 - val_loss: 156909.1938 - val_mean_absolute_error: 374.4470
Epoch 4752/5000
148/148 [==============================] - 0s 27us/step - loss: 93604.7266 - mean_absolute_error: 261.8954 - val_loss: 156908.4883 - val_mean_absolute_error: 374.4461
Epoch 4753/5000
148/148 [==============================] - 0s 34us/step - loss: 93604.2266 - mean_absolute_error: 261.8945 - val_loss: 156907.7206 - val_mean_absolute_error: 374.4451
Epoch 4754/5000
148/148 [==============================] - 0s 27us/step - loss: 93603.6953 - mean_absolute_error: 261.8935 - val_loss: 156906.9842 - val_mean_absolute_error: 374.4442
Epoch 4755/5000
148/148 [==============================] - 0s 34us/step - loss: 93603.1875 - mean_absolute_error: 261.8925 - val_loss: 156906.2321 - val_mean_absolute_error: 374.4432
Epoch 4756/5000
148/148 [==============================] - 0s 27us/step - loss: 93602.6484 - mean_absolute_error: 261.8915 - val_loss: 156905.4800 - val_mean_absolute_error: 374.4422
Epoch 4757/5000
148/148 [==============================] - 0s 41us/step - loss: 93602.1250 - mean_absolute_error: 261.8905 - val_loss: 156904.7590 - val_mean_absolute_error: 374.4413
Epoch 4758/5000
148/148 [==============================] - 0s 27us/step - loss: 93601.6172 - mean_absolute_error: 261.8895 - val_loss: 156903.9912 - val_mean_absolute_error: 374.4403
Epoch 4759/5000
148/148 [==============================] - 0s 34us/step - loss: 93601.0938 - mean_absolute_error: 261.8885 - val_loss: 156903.2238 - val_mean_absolute_error: 374.4393
Epoch 4760/5000
148/148 [==============================] - 0s 27us/step - loss: 93600.5625 - mean_absolute_error: 261.8875 - val_loss: 156902.5029 - val_mean_absolute_error: 374.4384
Epoch 4761/5000
148/148 [==============================] - 0s 27us/step - loss: 93600.0547 - mean_absolute_error: 261.8865 - val_loss: 156901.7660 - val_mean_absolute_error: 374.4374
Epoch 4762/5000
148/148 [==============================] - 0s 34us/step - loss: 93599.5234 - mean_absolute_error: 261.8856 - val_loss: 156901.0140 - val_mean_absolute_error: 374.4364
Epoch 4763/5000
148/148 [==============================] - 0s 27us/step - loss: 93598.9844 - mean_absolute_error: 261.8846 - val_loss: 156900.2621 - val_mean_absolute_error: 374.4355
Epoch 4764/5000
148/148 [==============================] - 0s 34us/step - loss: 93598.4844 - mean_absolute_error: 261.8835 - val_loss: 156899.5100 - val_mean_absolute_error: 374.4345
Epoch 4765/5000
148/148 [==============================] - 0s 27us/step - loss: 93597.9609 - mean_absolute_error: 261.8825 - val_loss: 156898.7733 - val_mean_absolute_error: 374.4335
Epoch 4766/5000
148/148 [==============================] - 0s 27us/step - loss: 93597.4219 - mean_absolute_error: 261.8815 - val_loss: 156898.0367 - val_mean_absolute_error: 374.4325
Epoch 4767/5000
148/148 [==============================] - 0s 27us/step - loss: 93596.9141 - mean_absolute_error: 261.8806 - val_loss: 156897.2846 - val_mean_absolute_error: 374.4316
Epoch 4768/5000
148/148 [==============================] - 0s 34us/step - loss: 93596.3828 - mean_absolute_error: 261.8795 - val_loss: 156896.5325 - val_mean_absolute_error: 374.4305
Epoch 4769/5000
148/148 [==============================] - 0s 27us/step - loss: 93595.8672 - mean_absolute_error: 261.8786 - val_loss: 156895.7960 - val_mean_absolute_error: 374.4296
Epoch 4770/5000
148/148 [==============================] - 0s 34us/step - loss: 93595.3438 - mean_absolute_error: 261.8775 - val_loss: 156895.0438 - val_mean_absolute_error: 374.4286
Epoch 4771/5000
148/148 [==============================] - 0s 34us/step - loss: 93594.8281 - mean_absolute_error: 261.8766 - val_loss: 156894.2917 - val_mean_absolute_error: 374.4276
Epoch 4772/5000
148/148 [==============================] - 0s 41us/step - loss: 93594.2891 - mean_absolute_error: 261.8755 - val_loss: 156893.5400 - val_mean_absolute_error: 374.4267
Epoch 4773/5000
148/148 [==============================] - 0s 27us/step - loss: 93593.7812 - mean_absolute_error: 261.8745 - val_loss: 156892.8031 - val_mean_absolute_error: 374.4257
Epoch 4774/5000
148/148 [==============================] - 0s 27us/step - loss: 93593.2578 - mean_absolute_error: 261.8736 - val_loss: 156892.0354 - val_mean_absolute_error: 374.4247
Epoch 4775/5000
148/148 [==============================] - 0s 41us/step - loss: 93592.7266 - mean_absolute_error: 261.8726 - val_loss: 156891.3300 - val_mean_absolute_error: 374.4237
Epoch 4776/5000
148/148 [==============================] - 0s 27us/step - loss: 93592.2109 - mean_absolute_error: 261.8715 - val_loss: 156890.5625 - val_mean_absolute_error: 374.4228
Epoch 4777/5000
148/148 [==============================] - 0s 27us/step - loss: 93591.6797 - mean_absolute_error: 261.8705 - val_loss: 156889.8102 - val_mean_absolute_error: 374.4218
Epoch 4778/5000
148/148 [==============================] - 0s 34us/step - loss: 93591.1641 - mean_absolute_error: 261.8696 - val_loss: 156889.0738 - val_mean_absolute_error: 374.4208
Epoch 4779/5000
148/148 [==============================] - 0s 27us/step - loss: 93590.6484 - mean_absolute_error: 261.8686 - val_loss: 156888.3217 - val_mean_absolute_error: 374.4199
Epoch 4780/5000
148/148 [==============================] - 0s 34us/step - loss: 93590.1250 - mean_absolute_error: 261.8676 - val_loss: 156887.5850 - val_mean_absolute_error: 374.4189
Epoch 4781/5000
148/148 [==============================] - 0s 27us/step - loss: 93589.5938 - mean_absolute_error: 261.8666 - val_loss: 156886.8331 - val_mean_absolute_error: 374.4180
Epoch 4782/5000
148/148 [==============================] - 0s 27us/step - loss: 93589.0781 - mean_absolute_error: 261.8656 - val_loss: 156886.0808 - val_mean_absolute_error: 374.4170
Epoch 4783/5000
148/148 [==============================] - 0s 34us/step - loss: 93588.5547 - mean_absolute_error: 261.8646 - val_loss: 156885.3287 - val_mean_absolute_error: 374.4161
Epoch 4784/5000
148/148 [==============================] - 0s 34us/step - loss: 93588.0312 - mean_absolute_error: 261.8636 - val_loss: 156884.6079 - val_mean_absolute_error: 374.4151
Epoch 4785/5000
148/148 [==============================] - 0s 34us/step - loss: 93587.5156 - mean_absolute_error: 261.8626 - val_loss: 156883.8402 - val_mean_absolute_error: 374.4141
Epoch 4786/5000
148/148 [==============================] - 0s 20us/step - loss: 93586.9922 - mean_absolute_error: 261.8616 - val_loss: 156883.1033 - val_mean_absolute_error: 374.4131
Epoch 4787/5000
148/148 [==============================] - 0s 34us/step - loss: 93586.4531 - mean_absolute_error: 261.8607 - val_loss: 156882.3671 - val_mean_absolute_error: 374.4122
Epoch 4788/5000
148/148 [==============================] - 0s 34us/step - loss: 93585.9531 - mean_absolute_error: 261.8596 - val_loss: 156881.6150 - val_mean_absolute_error: 374.4112
Epoch 4789/5000
148/148 [==============================] - 0s 27us/step - loss: 93585.4219 - mean_absolute_error: 261.8586 - val_loss: 156880.8631 - val_mean_absolute_error: 374.4102
Epoch 4790/5000
148/148 [==============================] - 0s 34us/step - loss: 93584.9062 - mean_absolute_error: 261.8576 - val_loss: 156880.0954 - val_mean_absolute_error: 374.4093
Epoch 4791/5000
148/148 [==============================] - 0s 27us/step - loss: 93584.3750 - mean_absolute_error: 261.8566 - val_loss: 156879.3742 - val_mean_absolute_error: 374.4083
Epoch 4792/5000
148/148 [==============================] - 0s 34us/step - loss: 93583.8594 - mean_absolute_error: 261.8556 - val_loss: 156878.6377 - val_mean_absolute_error: 374.4073
Epoch 4793/5000
148/148 [==============================] - 0s 27us/step - loss: 93583.3438 - mean_absolute_error: 261.8547 - val_loss: 156877.8856 - val_mean_absolute_error: 374.4064
Epoch 4794/5000
148/148 [==============================] - 0s 27us/step - loss: 93582.8203 - mean_absolute_error: 261.8537 - val_loss: 156877.1179 - val_mean_absolute_error: 374.4053
Epoch 4795/5000
148/148 [==============================] - 0s 41us/step - loss: 93582.2891 - mean_absolute_error: 261.8526 - val_loss: 156876.3971 - val_mean_absolute_error: 374.4044
Epoch 4796/5000
148/148 [==============================] - 0s 34us/step - loss: 93581.7734 - mean_absolute_error: 261.8517 - val_loss: 156875.6602 - val_mean_absolute_error: 374.4034
Epoch 4797/5000
148/148 [==============================] - 0s 34us/step - loss: 93581.2500 - mean_absolute_error: 261.8506 - val_loss: 156874.8925 - val_mean_absolute_error: 374.4024
Epoch 4798/5000
148/148 [==============================] - 0s 34us/step - loss: 93580.7266 - mean_absolute_error: 261.8497 - val_loss: 156874.1562 - val_mean_absolute_error: 374.4015
Epoch 4799/5000
148/148 [==============================] - 0s 27us/step - loss: 93580.2109 - mean_absolute_error: 261.8487 - val_loss: 156873.4042 - val_mean_absolute_error: 374.4005
Epoch 4800/5000
148/148 [==============================] - 0s 27us/step - loss: 93579.6875 - mean_absolute_error: 261.8476 - val_loss: 156872.6521 - val_mean_absolute_error: 374.3995
Epoch 4801/5000
148/148 [==============================] - 0s 34us/step - loss: 93579.1641 - mean_absolute_error: 261.8466 - val_loss: 156871.9308 - val_mean_absolute_error: 374.3986
Epoch 4802/5000
148/148 [==============================] - 0s 27us/step - loss: 93578.6406 - mean_absolute_error: 261.8456 - val_loss: 156871.1787 - val_mean_absolute_error: 374.3976
Epoch 4803/5000
148/148 [==============================] - 0s 27us/step - loss: 93578.1172 - mean_absolute_error: 261.8446 - val_loss: 156870.4113 - val_mean_absolute_error: 374.3966
Epoch 4804/5000
148/148 [==============================] - 0s 34us/step - loss: 93577.5938 - mean_absolute_error: 261.8437 - val_loss: 156869.6904 - val_mean_absolute_error: 374.3957
Epoch 4805/5000
148/148 [==============================] - 0s 34us/step - loss: 93577.0781 - mean_absolute_error: 261.8427 - val_loss: 156868.9381 - val_mean_absolute_error: 374.3947
Epoch 4806/5000
148/148 [==============================] - 0s 27us/step - loss: 93576.5547 - mean_absolute_error: 261.8417 - val_loss: 156868.1704 - val_mean_absolute_error: 374.3937
Epoch 4807/5000
148/148 [==============================] - 0s 34us/step - loss: 93576.0234 - mean_absolute_error: 261.8407 - val_loss: 156867.4496 - val_mean_absolute_error: 374.3928
Epoch 4808/5000
148/148 [==============================] - 0s 27us/step - loss: 93575.5078 - mean_absolute_error: 261.8397 - val_loss: 156866.6821 - val_mean_absolute_error: 374.3918
Epoch 4809/5000
148/148 [==============================] - 0s 34us/step - loss: 93574.9766 - mean_absolute_error: 261.8387 - val_loss: 156865.9606 - val_mean_absolute_error: 374.3908
Epoch 4810/5000
148/148 [==============================] - 0s 34us/step - loss: 93574.4609 - mean_absolute_error: 261.8377 - val_loss: 156865.1933 - val_mean_absolute_error: 374.3899
Epoch 4811/5000
148/148 [==============================] - 0s 27us/step - loss: 93573.9453 - mean_absolute_error: 261.8367 - val_loss: 156864.4413 - val_mean_absolute_error: 374.3889
Epoch 4812/5000
148/148 [==============================] - 0s 34us/step - loss: 93573.4219 - mean_absolute_error: 261.8358 - val_loss: 156863.7046 - val_mean_absolute_error: 374.3879
Epoch 4813/5000
148/148 [==============================] - 0s 27us/step - loss: 93572.8984 - mean_absolute_error: 261.8347 - val_loss: 156862.9527 - val_mean_absolute_error: 374.3870
Epoch 4814/5000
148/148 [==============================] - 0s 34us/step - loss: 93572.3828 - mean_absolute_error: 261.8337 - val_loss: 156862.2158 - val_mean_absolute_error: 374.3860
Epoch 4815/5000
148/148 [==============================] - 0s 27us/step - loss: 93571.8594 - mean_absolute_error: 261.8327 - val_loss: 156861.4637 - val_mean_absolute_error: 374.3850
Epoch 4816/5000
148/148 [==============================] - 0s 34us/step - loss: 93571.3281 - mean_absolute_error: 261.8317 - val_loss: 156860.7275 - val_mean_absolute_error: 374.3840
Epoch 4817/5000
148/148 [==============================] - 0s 27us/step - loss: 93570.8203 - mean_absolute_error: 261.8307 - val_loss: 156859.9752 - val_mean_absolute_error: 374.3830
Epoch 4818/5000
148/148 [==============================] - 0s 34us/step - loss: 93570.2891 - mean_absolute_error: 261.8297 - val_loss: 156859.2387 - val_mean_absolute_error: 374.3821
Epoch 4819/5000
148/148 [==============================] - 0s 34us/step - loss: 93569.7734 - mean_absolute_error: 261.8287 - val_loss: 156858.4713 - val_mean_absolute_error: 374.3811
Epoch 4820/5000
148/148 [==============================] - 0s 27us/step - loss: 93569.2500 - mean_absolute_error: 261.8277 - val_loss: 156857.7346 - val_mean_absolute_error: 374.3801
Epoch 4821/5000
148/148 [==============================] - 0s 27us/step - loss: 93568.7266 - mean_absolute_error: 261.8268 - val_loss: 156856.9981 - val_mean_absolute_error: 374.3791
Epoch 4822/5000
148/148 [==============================] - 0s 34us/step - loss: 93568.2109 - mean_absolute_error: 261.8257 - val_loss: 156856.2458 - val_mean_absolute_error: 374.3782
Epoch 4823/5000
148/148 [==============================] - 0s 27us/step - loss: 93567.6797 - mean_absolute_error: 261.8247 - val_loss: 156855.5092 - val_mean_absolute_error: 374.3772
Epoch 4824/5000
148/148 [==============================] - 0s 34us/step - loss: 93567.1484 - mean_absolute_error: 261.8237 - val_loss: 156854.7575 - val_mean_absolute_error: 374.3762
Epoch 4825/5000
148/148 [==============================] - 0s 27us/step - loss: 93566.6406 - mean_absolute_error: 261.8227 - val_loss: 156854.0206 - val_mean_absolute_error: 374.3753
Epoch 4826/5000
148/148 [==============================] - 0s 34us/step - loss: 93566.1250 - mean_absolute_error: 261.8217 - val_loss: 156853.2529 - val_mean_absolute_error: 374.3743
Epoch 4827/5000
148/148 [==============================] - 0s 27us/step - loss: 93565.5859 - mean_absolute_error: 261.8207 - val_loss: 156852.5167 - val_mean_absolute_error: 374.3733
Epoch 4828/5000
148/148 [==============================] - 0s 34us/step - loss: 93565.0781 - mean_absolute_error: 261.8197 - val_loss: 156851.7644 - val_mean_absolute_error: 374.3724
Epoch 4829/5000
148/148 [==============================] - 0s 34us/step - loss: 93564.5547 - mean_absolute_error: 261.8187 - val_loss: 156851.0125 - val_mean_absolute_error: 374.3714
Epoch 4830/5000
148/148 [==============================] - 0s 27us/step - loss: 93564.0234 - mean_absolute_error: 261.8177 - val_loss: 156850.2913 - val_mean_absolute_error: 374.3704
Epoch 4831/5000
148/148 [==============================] - 0s 41us/step - loss: 93563.5078 - mean_absolute_error: 261.8168 - val_loss: 156849.5237 - val_mean_absolute_error: 374.3695
Epoch 4832/5000
148/148 [==============================] - 0s 34us/step - loss: 93562.9844 - mean_absolute_error: 261.8158 - val_loss: 156848.7717 - val_mean_absolute_error: 374.3685
Epoch 4833/5000
148/148 [==============================] - 0s 41us/step - loss: 93562.4609 - mean_absolute_error: 261.8148 - val_loss: 156848.0504 - val_mean_absolute_error: 374.3676
Epoch 4834/5000
148/148 [==============================] - 0s 27us/step - loss: 93561.9375 - mean_absolute_error: 261.8138 - val_loss: 156847.2983 - val_mean_absolute_error: 374.3666
Epoch 4835/5000
148/148 [==============================] - 0s 27us/step - loss: 93561.4219 - mean_absolute_error: 261.8128 - val_loss: 156846.5463 - val_mean_absolute_error: 374.3656
Epoch 4836/5000
148/148 [==============================] - 0s 34us/step - loss: 93560.8906 - mean_absolute_error: 261.8118 - val_loss: 156845.8100 - val_mean_absolute_error: 374.3647
Epoch 4837/5000
148/148 [==============================] - 0s 27us/step - loss: 93560.3750 - mean_absolute_error: 261.8108 - val_loss: 156845.0577 - val_mean_absolute_error: 374.3637
Epoch 4838/5000
148/148 [==============================] - 0s 27us/step - loss: 93559.8516 - mean_absolute_error: 261.8098 - val_loss: 156844.3054 - val_mean_absolute_error: 374.3627
Epoch 4839/5000
148/148 [==============================] - 0s 41us/step - loss: 93559.3281 - mean_absolute_error: 261.8088 - val_loss: 156843.5846 - val_mean_absolute_error: 374.3618
Epoch 4840/5000
148/148 [==============================] - 0s 34us/step - loss: 93558.8125 - mean_absolute_error: 261.8078 - val_loss: 156842.8325 - val_mean_absolute_error: 374.3608
Epoch 4841/5000
148/148 [==============================] - 0s 27us/step - loss: 93558.2812 - mean_absolute_error: 261.8068 - val_loss: 156842.0802 - val_mean_absolute_error: 374.3598
Epoch 4842/5000
148/148 [==============================] - 0s 34us/step - loss: 93557.7500 - mean_absolute_error: 261.8058 - val_loss: 156841.3438 - val_mean_absolute_error: 374.3589
Epoch 4843/5000
148/148 [==============================] - 0s 27us/step - loss: 93557.2422 - mean_absolute_error: 261.8048 - val_loss: 156840.5763 - val_mean_absolute_error: 374.3578
Epoch 4844/5000
148/148 [==============================] - 0s 27us/step - loss: 93556.7266 - mean_absolute_error: 261.8038 - val_loss: 156839.8396 - val_mean_absolute_error: 374.3568
Epoch 4845/5000
148/148 [==============================] - 0s 27us/step - loss: 93556.1953 - mean_absolute_error: 261.8028 - val_loss: 156839.0877 - val_mean_absolute_error: 374.3559
Epoch 4846/5000
148/148 [==============================] - 0s 27us/step - loss: 93555.6797 - mean_absolute_error: 261.8018 - val_loss: 156838.3662 - val_mean_absolute_error: 374.3549
Epoch 4847/5000
148/148 [==============================] - 0s 27us/step - loss: 93555.1562 - mean_absolute_error: 261.8008 - val_loss: 156837.5988 - val_mean_absolute_error: 374.3540
Epoch 4848/5000
148/148 [==============================] - 0s 27us/step - loss: 93554.6250 - mean_absolute_error: 261.7998 - val_loss: 156836.8625 - val_mean_absolute_error: 374.3530
Epoch 4849/5000
148/148 [==============================] - 0s 34us/step - loss: 93554.1172 - mean_absolute_error: 261.7988 - val_loss: 156836.1102 - val_mean_absolute_error: 374.3520
Epoch 4850/5000
148/148 [==============================] - 0s 41us/step - loss: 93553.5938 - mean_absolute_error: 261.7978 - val_loss: 156835.3425 - val_mean_absolute_error: 374.3510
Epoch 4851/5000
148/148 [==============================] - 0s 34us/step - loss: 93553.0703 - mean_absolute_error: 261.7968 - val_loss: 156834.6217 - val_mean_absolute_error: 374.3501
Epoch 4852/5000
148/148 [==============================] - 0s 27us/step - loss: 93552.5547 - mean_absolute_error: 261.7958 - val_loss: 156833.8696 - val_mean_absolute_error: 374.3491
Epoch 4853/5000
148/148 [==============================] - 0s 34us/step - loss: 93552.0234 - mean_absolute_error: 261.7948 - val_loss: 156833.1331 - val_mean_absolute_error: 374.3481
Epoch 4854/5000
148/148 [==============================] - 0s 34us/step - loss: 93551.5156 - mean_absolute_error: 261.7939 - val_loss: 156832.3808 - val_mean_absolute_error: 374.3471
Epoch 4855/5000
148/148 [==============================] - 0s 27us/step - loss: 93550.9844 - mean_absolute_error: 261.7929 - val_loss: 156831.6288 - val_mean_absolute_error: 374.3462
Epoch 4856/5000
148/148 [==============================] - 0s 34us/step - loss: 93550.4531 - mean_absolute_error: 261.7919 - val_loss: 156830.8771 - val_mean_absolute_error: 374.3452
Epoch 4857/5000
148/148 [==============================] - 0s 34us/step - loss: 93549.9375 - mean_absolute_error: 261.7909 - val_loss: 156830.1556 - val_mean_absolute_error: 374.3442
Epoch 4858/5000
148/148 [==============================] - 0s 34us/step - loss: 93549.4219 - mean_absolute_error: 261.7899 - val_loss: 156829.3881 - val_mean_absolute_error: 374.3433
Epoch 4859/5000
148/148 [==============================] - 0s 27us/step - loss: 93548.8906 - mean_absolute_error: 261.7889 - val_loss: 156828.6517 - val_mean_absolute_error: 374.3423
Epoch 4860/5000
148/148 [==============================] - 0s 34us/step - loss: 93548.3828 - mean_absolute_error: 261.7879 - val_loss: 156827.8996 - val_mean_absolute_error: 374.3414
Epoch 4861/5000
148/148 [==============================] - 0s 27us/step - loss: 93547.8516 - mean_absolute_error: 261.7869 - val_loss: 156827.1629 - val_mean_absolute_error: 374.3403
Epoch 4862/5000
148/148 [==============================] - 0s 41us/step - loss: 93547.3281 - mean_absolute_error: 261.7858 - val_loss: 156826.4265 - val_mean_absolute_error: 374.3394
Epoch 4863/5000
148/148 [==============================] - 0s 27us/step - loss: 93546.8203 - mean_absolute_error: 261.7849 - val_loss: 156825.6588 - val_mean_absolute_error: 374.3384
Epoch 4864/5000
148/148 [==============================] - 0s 34us/step - loss: 93546.2891 - mean_absolute_error: 261.7839 - val_loss: 156824.9221 - val_mean_absolute_error: 374.3375
Epoch 4865/5000
148/148 [==============================] - 0s 27us/step - loss: 93545.7578 - mean_absolute_error: 261.7829 - val_loss: 156824.1856 - val_mean_absolute_error: 374.3365
Epoch 4866/5000
148/148 [==============================] - 0s 34us/step - loss: 93545.2500 - mean_absolute_error: 261.7819 - val_loss: 156823.4335 - val_mean_absolute_error: 374.3355
Epoch 4867/5000
148/148 [==============================] - 0s 34us/step - loss: 93544.7266 - mean_absolute_error: 261.7809 - val_loss: 156822.6812 - val_mean_absolute_error: 374.3345
Epoch 4868/5000
148/148 [==============================] - 0s 27us/step - loss: 93544.1953 - mean_absolute_error: 261.7799 - val_loss: 156821.9296 - val_mean_absolute_error: 374.3335
Epoch 4869/5000
148/148 [==============================] - 0s 41us/step - loss: 93543.6797 - mean_absolute_error: 261.7789 - val_loss: 156821.1927 - val_mean_absolute_error: 374.3326
Epoch 4870/5000
148/148 [==============================] - 0s 27us/step - loss: 93543.1562 - mean_absolute_error: 261.7779 - val_loss: 156820.4404 - val_mean_absolute_error: 374.3316
Epoch 4871/5000
148/148 [==============================] - 0s 34us/step - loss: 93542.6250 - mean_absolute_error: 261.7769 - val_loss: 156819.7042 - val_mean_absolute_error: 374.3306
Epoch 4872/5000
148/148 [==============================] - 0s 34us/step - loss: 93542.1172 - mean_absolute_error: 261.7759 - val_loss: 156818.9521 - val_mean_absolute_error: 374.3297
Epoch 4873/5000
148/148 [==============================] - 0s 27us/step - loss: 93541.5859 - mean_absolute_error: 261.7749 - val_loss: 156818.1998 - val_mean_absolute_error: 374.3287
Epoch 4874/5000
148/148 [==============================] - 0s 34us/step - loss: 93541.0703 - mean_absolute_error: 261.7739 - val_loss: 156817.4633 - val_mean_absolute_error: 374.3278
Epoch 4875/5000
148/148 [==============================] - 0s 34us/step - loss: 93540.5547 - mean_absolute_error: 261.7729 - val_loss: 156816.7267 - val_mean_absolute_error: 374.3268
Epoch 4876/5000
148/148 [==============================] - 0s 27us/step - loss: 93540.0234 - mean_absolute_error: 261.7719 - val_loss: 156815.9592 - val_mean_absolute_error: 374.3258
Epoch 4877/5000
148/148 [==============================] - 0s 34us/step - loss: 93539.5000 - mean_absolute_error: 261.7709 - val_loss: 156815.2227 - val_mean_absolute_error: 374.3249
Epoch 4878/5000
148/148 [==============================] - 0s 27us/step - loss: 93538.9766 - mean_absolute_error: 261.7699 - val_loss: 156814.4704 - val_mean_absolute_error: 374.3239
Epoch 4879/5000
148/148 [==============================] - 0s 34us/step - loss: 93538.4609 - mean_absolute_error: 261.7689 - val_loss: 156813.7183 - val_mean_absolute_error: 374.3229
Epoch 4880/5000
148/148 [==============================] - 0s 27us/step - loss: 93537.9297 - mean_absolute_error: 261.7679 - val_loss: 156812.9821 - val_mean_absolute_error: 374.3219
Epoch 4881/5000
148/148 [==============================] - 0s 34us/step - loss: 93537.4219 - mean_absolute_error: 261.7669 - val_loss: 156812.2298 - val_mean_absolute_error: 374.3210
Epoch 4882/5000
148/148 [==============================] - 0s 27us/step - loss: 93536.8828 - mean_absolute_error: 261.7660 - val_loss: 156811.5088 - val_mean_absolute_error: 374.3200
Epoch 4883/5000
148/148 [==============================] - 0s 27us/step - loss: 93536.3750 - mean_absolute_error: 261.7650 - val_loss: 156810.7567 - val_mean_absolute_error: 374.3191
Epoch 4884/5000
148/148 [==============================] - 0s 27us/step - loss: 93535.8516 - mean_absolute_error: 261.7640 - val_loss: 156810.0046 - val_mean_absolute_error: 374.3181
Epoch 4885/5000
148/148 [==============================] - 0s 27us/step - loss: 93535.3281 - mean_absolute_error: 261.7630 - val_loss: 156809.2835 - val_mean_absolute_error: 374.3171
Epoch 4886/5000
148/148 [==============================] - 0s 20us/step - loss: 93534.8047 - mean_absolute_error: 261.7620 - val_loss: 156808.5006 - val_mean_absolute_error: 374.3161
Epoch 4887/5000
148/148 [==============================] - 0s 34us/step - loss: 93534.2891 - mean_absolute_error: 261.7610 - val_loss: 156807.7483 - val_mean_absolute_error: 374.3151
Epoch 4888/5000
148/148 [==============================] - 0s 34us/step - loss: 93533.7578 - mean_absolute_error: 261.7599 - val_loss: 156807.0275 - val_mean_absolute_error: 374.3142
Epoch 4889/5000
148/148 [==============================] - 0s 27us/step - loss: 93533.2500 - mean_absolute_error: 261.7589 - val_loss: 156806.2754 - val_mean_absolute_error: 374.3133
Epoch 4890/5000
148/148 [==============================] - 0s 34us/step - loss: 93532.7188 - mean_absolute_error: 261.7580 - val_loss: 156805.5231 - val_mean_absolute_error: 374.3123
Epoch 4891/5000
148/148 [==============================] - 0s 27us/step - loss: 93532.1953 - mean_absolute_error: 261.7570 - val_loss: 156804.7867 - val_mean_absolute_error: 374.3113
Epoch 4892/5000
148/148 [==============================] - 0s 41us/step - loss: 93531.6797 - mean_absolute_error: 261.7560 - val_loss: 156804.0346 - val_mean_absolute_error: 374.3103
Epoch 4893/5000
148/148 [==============================] - 0s 27us/step - loss: 93531.1562 - mean_absolute_error: 261.7550 - val_loss: 156803.2825 - val_mean_absolute_error: 374.3093
Epoch 4894/5000
148/148 [==============================] - 0s 27us/step - loss: 93530.6328 - mean_absolute_error: 261.7540 - val_loss: 156802.5615 - val_mean_absolute_error: 374.3083
Epoch 4895/5000
148/148 [==============================] - 0s 34us/step - loss: 93530.1250 - mean_absolute_error: 261.7530 - val_loss: 156801.8092 - val_mean_absolute_error: 374.3074
Epoch 4896/5000
148/148 [==============================] - 0s 34us/step - loss: 93529.5938 - mean_absolute_error: 261.7520 - val_loss: 156801.0571 - val_mean_absolute_error: 374.3064
Epoch 4897/5000
148/148 [==============================] - 0s 27us/step - loss: 93529.0703 - mean_absolute_error: 261.7510 - val_loss: 156800.3208 - val_mean_absolute_error: 374.3054
Epoch 4898/5000
148/148 [==============================] - 0s 34us/step - loss: 93528.5547 - mean_absolute_error: 261.7499 - val_loss: 156799.5685 - val_mean_absolute_error: 374.3045
Epoch 4899/5000
148/148 [==============================] - 0s 34us/step - loss: 93528.0156 - mean_absolute_error: 261.7490 - val_loss: 156798.8163 - val_mean_absolute_error: 374.3035
Epoch 4900/5000
148/148 [==============================] - 0s 27us/step - loss: 93527.5000 - mean_absolute_error: 261.7480 - val_loss: 156798.0800 - val_mean_absolute_error: 374.3025
Epoch 4901/5000
148/148 [==============================] - 0s 27us/step - loss: 93526.9844 - mean_absolute_error: 261.7470 - val_loss: 156797.3279 - val_mean_absolute_error: 374.3016
Epoch 4902/5000
148/148 [==============================] - 0s 27us/step - loss: 93526.4609 - mean_absolute_error: 261.7460 - val_loss: 156796.5602 - val_mean_absolute_error: 374.3006
Epoch 4903/5000
148/148 [==============================] - 0s 34us/step - loss: 93525.9375 - mean_absolute_error: 261.7450 - val_loss: 156795.8546 - val_mean_absolute_error: 374.2996
Epoch 4904/5000
148/148 [==============================] - 0s 34us/step - loss: 93525.4141 - mean_absolute_error: 261.7440 - val_loss: 156795.0717 - val_mean_absolute_error: 374.2987
Epoch 4905/5000
148/148 [==============================] - 0s 34us/step - loss: 93524.8906 - mean_absolute_error: 261.7430 - val_loss: 156794.3196 - val_mean_absolute_error: 374.2977
Epoch 4906/5000
148/148 [==============================] - 0s 34us/step - loss: 93524.3594 - mean_absolute_error: 261.7420 - val_loss: 156793.5985 - val_mean_absolute_error: 374.2967
Epoch 4907/5000
148/148 [==============================] - 0s 34us/step - loss: 93523.8594 - mean_absolute_error: 261.7411 - val_loss: 156792.8463 - val_mean_absolute_error: 374.2958
Epoch 4908/5000
148/148 [==============================] - 0s 34us/step - loss: 93523.3281 - mean_absolute_error: 261.7401 - val_loss: 156792.0942 - val_mean_absolute_error: 374.2948
Epoch 4909/5000
148/148 [==============================] - 0s 41us/step - loss: 93522.8047 - mean_absolute_error: 261.7391 - val_loss: 156791.3579 - val_mean_absolute_error: 374.2938
Epoch 4910/5000
148/148 [==============================] - 0s 34us/step - loss: 93522.2891 - mean_absolute_error: 261.7380 - val_loss: 156790.6058 - val_mean_absolute_error: 374.2928
Epoch 4911/5000
148/148 [==============================] - 0s 34us/step - loss: 93521.7578 - mean_absolute_error: 261.7370 - val_loss: 156789.8535 - val_mean_absolute_error: 374.2919
Epoch 4912/5000
148/148 [==============================] - 0s 27us/step - loss: 93521.2422 - mean_absolute_error: 261.7360 - val_loss: 156789.1325 - val_mean_absolute_error: 374.2909
Epoch 4913/5000
148/148 [==============================] - 0s 27us/step - loss: 93520.7188 - mean_absolute_error: 261.7350 - val_loss: 156788.3650 - val_mean_absolute_error: 374.2900
Epoch 4914/5000
148/148 [==============================] - 0s 34us/step - loss: 93520.1953 - mean_absolute_error: 261.7340 - val_loss: 156787.6283 - val_mean_absolute_error: 374.2889
Epoch 4915/5000
148/148 [==============================] - 0s 27us/step - loss: 93519.6719 - mean_absolute_error: 261.7330 - val_loss: 156786.8919 - val_mean_absolute_error: 374.2879
Epoch 4916/5000
148/148 [==============================] - 0s 34us/step - loss: 93519.1562 - mean_absolute_error: 261.7320 - val_loss: 156786.1396 - val_mean_absolute_error: 374.2870
Epoch 4917/5000
148/148 [==============================] - 0s 27us/step - loss: 93518.6250 - mean_absolute_error: 261.7310 - val_loss: 156785.4033 - val_mean_absolute_error: 374.2860
Epoch 4918/5000
148/148 [==============================] - 0s 34us/step - loss: 93518.1172 - mean_absolute_error: 261.7301 - val_loss: 156784.6356 - val_mean_absolute_error: 374.2850
Epoch 4919/5000
148/148 [==============================] - 0s 34us/step - loss: 93517.5859 - mean_absolute_error: 261.7291 - val_loss: 156783.9144 - val_mean_absolute_error: 374.2841
Epoch 4920/5000
148/148 [==============================] - 0s 27us/step - loss: 93517.0781 - mean_absolute_error: 261.7281 - val_loss: 156783.1625 - val_mean_absolute_error: 374.2831
Epoch 4921/5000
148/148 [==============================] - 0s 27us/step - loss: 93516.5547 - mean_absolute_error: 261.7271 - val_loss: 156782.4258 - val_mean_absolute_error: 374.2821
Epoch 4922/5000
148/148 [==============================] - 0s 34us/step - loss: 93516.0312 - mean_absolute_error: 261.7260 - val_loss: 156781.6581 - val_mean_absolute_error: 374.2811
Epoch 4923/5000
148/148 [==============================] - 0s 20us/step - loss: 93515.5000 - mean_absolute_error: 261.7250 - val_loss: 156780.9217 - val_mean_absolute_error: 374.2802
Epoch 4924/5000
148/148 [==============================] - 0s 20us/step - loss: 93514.9844 - mean_absolute_error: 261.7241 - val_loss: 156780.1850 - val_mean_absolute_error: 374.2792
Epoch 4925/5000
148/148 [==============================] - 0s 34us/step - loss: 93514.4609 - mean_absolute_error: 261.7231 - val_loss: 156779.4329 - val_mean_absolute_error: 374.2783
Epoch 4926/5000
148/148 [==============================] - 0s 27us/step - loss: 93513.9375 - mean_absolute_error: 261.7221 - val_loss: 156778.6656 - val_mean_absolute_error: 374.2774
Epoch 4927/5000
148/148 [==============================] - 0s 34us/step - loss: 93513.4219 - mean_absolute_error: 261.7211 - val_loss: 156777.9287 - val_mean_absolute_error: 374.2764
Epoch 4928/5000
148/148 [==============================] - 0s 34us/step - loss: 93512.8906 - mean_absolute_error: 261.7201 - val_loss: 156777.1921 - val_mean_absolute_error: 374.2754
Epoch 4929/5000
148/148 [==============================] - 0s 34us/step - loss: 93512.3750 - mean_absolute_error: 261.7191 - val_loss: 156776.4558 - val_mean_absolute_error: 374.2744
Epoch 4930/5000
148/148 [==============================] - 0s 27us/step - loss: 93511.8594 - mean_absolute_error: 261.7181 - val_loss: 156775.7035 - val_mean_absolute_error: 374.2735
Epoch 4931/5000
148/148 [==============================] - 0s 34us/step - loss: 93511.3281 - mean_absolute_error: 261.7171 - val_loss: 156774.9515 - val_mean_absolute_error: 374.2725
Epoch 4932/5000
148/148 [==============================] - 0s 27us/step - loss: 93510.8047 - mean_absolute_error: 261.7161 - val_loss: 156774.1996 - val_mean_absolute_error: 374.2715
Epoch 4933/5000
148/148 [==============================] - 0s 34us/step - loss: 93510.2891 - mean_absolute_error: 261.7151 - val_loss: 156773.4629 - val_mean_absolute_error: 374.2705
Epoch 4934/5000
148/148 [==============================] - 0s 34us/step - loss: 93509.7656 - mean_absolute_error: 261.7142 - val_loss: 156772.6954 - val_mean_absolute_error: 374.2696
Epoch 4935/5000
148/148 [==============================] - 0s 27us/step - loss: 93509.2344 - mean_absolute_error: 261.7131 - val_loss: 156771.9744 - val_mean_absolute_error: 374.2686
Epoch 4936/5000
148/148 [==============================] - 0s 27us/step - loss: 93508.7266 - mean_absolute_error: 261.7121 - val_loss: 156771.2221 - val_mean_absolute_error: 374.2676
Epoch 4937/5000
148/148 [==============================] - 0s 34us/step - loss: 93508.2031 - mean_absolute_error: 261.7112 - val_loss: 156770.4854 - val_mean_absolute_error: 374.2667
Epoch 4938/5000
148/148 [==============================] - 0s 34us/step - loss: 93507.6719 - mean_absolute_error: 261.7101 - val_loss: 156769.7183 - val_mean_absolute_error: 374.2657
Epoch 4939/5000
148/148 [==============================] - 0s 27us/step - loss: 93507.1719 - mean_absolute_error: 261.7091 - val_loss: 156768.9815 - val_mean_absolute_error: 374.2647
Epoch 4940/5000
148/148 [==============================] - 0s 34us/step - loss: 93506.6406 - mean_absolute_error: 261.7082 - val_loss: 156768.2446 - val_mean_absolute_error: 374.2637
Epoch 4941/5000
148/148 [==============================] - 0s 34us/step - loss: 93506.1094 - mean_absolute_error: 261.7071 - val_loss: 156767.4929 - val_mean_absolute_error: 374.2627
Epoch 4942/5000
148/148 [==============================] - 0s 27us/step - loss: 93505.6016 - mean_absolute_error: 261.7061 - val_loss: 156766.7717 - val_mean_absolute_error: 374.2618
Epoch 4943/5000
148/148 [==============================] - 0s 27us/step - loss: 93505.0703 - mean_absolute_error: 261.7052 - val_loss: 156766.0040 - val_mean_absolute_error: 374.2608
Epoch 4944/5000
148/148 [==============================] - 0s 27us/step - loss: 93504.5469 - mean_absolute_error: 261.7042 - val_loss: 156765.2521 - val_mean_absolute_error: 374.2599
Epoch 4945/5000
148/148 [==============================] - 0s 34us/step - loss: 93504.0234 - mean_absolute_error: 261.7032 - val_loss: 156764.5000 - val_mean_absolute_error: 374.2589
Epoch 4946/5000
148/148 [==============================] - 0s 27us/step - loss: 93503.5000 - mean_absolute_error: 261.7021 - val_loss: 156763.7638 - val_mean_absolute_error: 374.2579
Epoch 4947/5000
148/148 [==============================] - 0s 34us/step - loss: 93502.9922 - mean_absolute_error: 261.7011 - val_loss: 156763.0115 - val_mean_absolute_error: 374.2569
Epoch 4948/5000
148/148 [==============================] - 0s 34us/step - loss: 93502.4688 - mean_absolute_error: 261.7001 - val_loss: 156762.2592 - val_mean_absolute_error: 374.2560
Epoch 4949/5000
148/148 [==============================] - 0s 27us/step - loss: 93501.9375 - mean_absolute_error: 261.6991 - val_loss: 156761.5383 - val_mean_absolute_error: 374.2550
Epoch 4950/5000
148/148 [==============================] - 0s 27us/step - loss: 93501.4219 - mean_absolute_error: 261.6982 - val_loss: 156760.7863 - val_mean_absolute_error: 374.2541
Epoch 4951/5000
148/148 [==============================] - 0s 27us/step - loss: 93500.8984 - mean_absolute_error: 261.6972 - val_loss: 156760.0342 - val_mean_absolute_error: 374.2531
Epoch 4952/5000
148/148 [==============================] - 0s 27us/step - loss: 93500.3750 - mean_absolute_error: 261.6962 - val_loss: 156759.2975 - val_mean_absolute_error: 374.2521
Epoch 4953/5000
148/148 [==============================] - 0s 34us/step - loss: 93499.8594 - mean_absolute_error: 261.6952 - val_loss: 156758.5454 - val_mean_absolute_error: 374.2511
Epoch 4954/5000
148/148 [==============================] - 0s 34us/step - loss: 93499.3281 - mean_absolute_error: 261.6942 - val_loss: 156757.7933 - val_mean_absolute_error: 374.2502
Epoch 4955/5000
148/148 [==============================] - 0s 34us/step - loss: 93498.8125 - mean_absolute_error: 261.6932 - val_loss: 156757.0725 - val_mean_absolute_error: 374.2492
Epoch 4956/5000
148/148 [==============================] - 0s 27us/step - loss: 93498.2891 - mean_absolute_error: 261.6922 - val_loss: 156756.3202 - val_mean_absolute_error: 374.2482
Epoch 4957/5000
148/148 [==============================] - 0s 41us/step - loss: 93497.7734 - mean_absolute_error: 261.6912 - val_loss: 156755.5525 - val_mean_absolute_error: 374.2473
Epoch 4958/5000
148/148 [==============================] - 0s 34us/step - loss: 93497.2500 - mean_absolute_error: 261.6902 - val_loss: 156754.8317 - val_mean_absolute_error: 374.2463
Epoch 4959/5000
148/148 [==============================] - 0s 27us/step - loss: 93496.7266 - mean_absolute_error: 261.6892 - val_loss: 156754.0642 - val_mean_absolute_error: 374.2453
Epoch 4960/5000
148/148 [==============================] - 0s 34us/step - loss: 93496.2031 - mean_absolute_error: 261.6882 - val_loss: 156753.3273 - val_mean_absolute_error: 374.2444
Epoch 4961/5000
148/148 [==============================] - 0s 27us/step - loss: 93495.6797 - mean_absolute_error: 261.6872 - val_loss: 156752.5754 - val_mean_absolute_error: 374.2434
Epoch 4962/5000
148/148 [==============================] - 0s 34us/step - loss: 93495.1719 - mean_absolute_error: 261.6862 - val_loss: 156751.8233 - val_mean_absolute_error: 374.2424
Epoch 4963/5000
148/148 [==============================] - 0s 27us/step - loss: 93494.6406 - mean_absolute_error: 261.6852 - val_loss: 156751.0867 - val_mean_absolute_error: 374.2414
Epoch 4964/5000
148/148 [==============================] - 0s 34us/step - loss: 93494.1172 - mean_absolute_error: 261.6842 - val_loss: 156750.3348 - val_mean_absolute_error: 374.2404
Epoch 4965/5000
148/148 [==============================] - 0s 34us/step - loss: 93493.6094 - mean_absolute_error: 261.6832 - val_loss: 156749.5979 - val_mean_absolute_error: 374.2394
Epoch 4966/5000
148/148 [==============================] - 0s 27us/step - loss: 93493.0781 - mean_absolute_error: 261.6822 - val_loss: 156748.8458 - val_mean_absolute_error: 374.2385
Epoch 4967/5000
148/148 [==============================] - 0s 27us/step - loss: 93492.5547 - mean_absolute_error: 261.6812 - val_loss: 156748.1250 - val_mean_absolute_error: 374.2375
Epoch 4968/5000
148/148 [==============================] - 0s 27us/step - loss: 93492.0234 - mean_absolute_error: 261.6802 - val_loss: 156747.3727 - val_mean_absolute_error: 374.2365
Epoch 4969/5000
148/148 [==============================] - 0s 34us/step - loss: 93491.5078 - mean_absolute_error: 261.6792 - val_loss: 156746.6206 - val_mean_absolute_error: 374.2356
Epoch 4970/5000
148/148 [==============================] - 0s 27us/step - loss: 93490.9922 - mean_absolute_error: 261.6782 - val_loss: 156745.8687 - val_mean_absolute_error: 374.2346
Epoch 4971/5000
148/148 [==============================] - 0s 34us/step - loss: 93490.4766 - mean_absolute_error: 261.6772 - val_loss: 156745.1167 - val_mean_absolute_error: 374.2336
Epoch 4972/5000
148/148 [==============================] - 0s 34us/step - loss: 93489.9375 - mean_absolute_error: 261.6762 - val_loss: 156744.3646 - val_mean_absolute_error: 374.2326
Epoch 4973/5000
148/148 [==============================] - 0s 27us/step - loss: 93489.4219 - mean_absolute_error: 261.6752 - val_loss: 156743.6281 - val_mean_absolute_error: 374.2317
Epoch 4974/5000
148/148 [==============================] - 0s 34us/step - loss: 93488.9141 - mean_absolute_error: 261.6742 - val_loss: 156742.9067 - val_mean_absolute_error: 374.2307
Epoch 4975/5000
148/148 [==============================] - 0s 34us/step - loss: 93488.3750 - mean_absolute_error: 261.6732 - val_loss: 156742.1237 - val_mean_absolute_error: 374.2298
Epoch 4976/5000
148/148 [==============================] - 0s 27us/step - loss: 93487.8516 - mean_absolute_error: 261.6722 - val_loss: 156741.4029 - val_mean_absolute_error: 374.2288
Epoch 4977/5000
148/148 [==============================] - 0s 34us/step - loss: 93487.3438 - mean_absolute_error: 261.6713 - val_loss: 156740.6506 - val_mean_absolute_error: 374.2279
Epoch 4978/5000
148/148 [==============================] - 0s 27us/step - loss: 93486.8203 - mean_absolute_error: 261.6703 - val_loss: 156739.8983 - val_mean_absolute_error: 374.2269
Epoch 4979/5000
148/148 [==============================] - 0s 34us/step - loss: 93486.2812 - mean_absolute_error: 261.6693 - val_loss: 156739.1621 - val_mean_absolute_error: 374.2259
Epoch 4980/5000
148/148 [==============================] - 0s 27us/step - loss: 93485.7734 - mean_absolute_error: 261.6683 - val_loss: 156738.4100 - val_mean_absolute_error: 374.2250
Epoch 4981/5000
148/148 [==============================] - 0s 27us/step - loss: 93485.2500 - mean_absolute_error: 261.6673 - val_loss: 156737.6890 - val_mean_absolute_error: 374.2240
Epoch 4982/5000
148/148 [==============================] - 0s 27us/step - loss: 93484.7344 - mean_absolute_error: 261.6663 - val_loss: 156736.9367 - val_mean_absolute_error: 374.2230
Epoch 4983/5000
148/148 [==============================] - 0s 41us/step - loss: 93484.2109 - mean_absolute_error: 261.6653 - val_loss: 156736.1692 - val_mean_absolute_error: 374.2220
Epoch 4984/5000
148/148 [==============================] - 0s 27us/step - loss: 93483.6875 - mean_absolute_error: 261.6643 - val_loss: 156735.4329 - val_mean_absolute_error: 374.2211
Epoch 4985/5000
148/148 [==============================] - 0s 34us/step - loss: 93483.1719 - mean_absolute_error: 261.6633 - val_loss: 156734.6806 - val_mean_absolute_error: 374.2201
Epoch 4986/5000
148/148 [==============================] - 0s 34us/step - loss: 93482.6484 - mean_absolute_error: 261.6623 - val_loss: 156733.9283 - val_mean_absolute_error: 374.2192
Epoch 4987/5000
148/148 [==============================] - 0s 34us/step - loss: 93482.1172 - mean_absolute_error: 261.6613 - val_loss: 156733.1921 - val_mean_absolute_error: 374.2182
Epoch 4988/5000
148/148 [==============================] - 0s 34us/step - loss: 93481.6016 - mean_absolute_error: 261.6603 - val_loss: 156732.4554 - val_mean_absolute_error: 374.2172
Epoch 4989/5000
148/148 [==============================] - 0s 34us/step - loss: 93481.0781 - mean_absolute_error: 261.6593 - val_loss: 156731.7188 - val_mean_absolute_error: 374.2162
Epoch 4990/5000
148/148 [==============================] - 0s 27us/step - loss: 93480.5625 - mean_absolute_error: 261.6583 - val_loss: 156730.9667 - val_mean_absolute_error: 374.2152
Epoch 4991/5000
148/148 [==============================] - 0s 27us/step - loss: 93480.0469 - mean_absolute_error: 261.6573 - val_loss: 156730.1992 - val_mean_absolute_error: 374.2143
Epoch 4992/5000
148/148 [==============================] - 0s 27us/step - loss: 93479.5234 - mean_absolute_error: 261.6563 - val_loss: 156729.4779 - val_mean_absolute_error: 374.2133
Epoch 4993/5000
148/148 [==============================] - 0s 34us/step - loss: 93478.9922 - mean_absolute_error: 261.6553 - val_loss: 156728.7263 - val_mean_absolute_error: 374.2123
Epoch 4994/5000
148/148 [==============================] - 0s 41us/step - loss: 93478.4688 - mean_absolute_error: 261.6544 - val_loss: 156727.9740 - val_mean_absolute_error: 374.2114
Epoch 4995/5000
148/148 [==============================] - 0s 34us/step - loss: 93477.9531 - mean_absolute_error: 261.6533 - val_loss: 156727.2217 - val_mean_absolute_error: 374.2104
Epoch 4996/5000
148/148 [==============================] - 0s 27us/step - loss: 93477.4219 - mean_absolute_error: 261.6523 - val_loss: 156726.4854 - val_mean_absolute_error: 374.2094
Epoch 4997/5000
148/148 [==============================] - 0s 34us/step - loss: 93476.9141 - mean_absolute_error: 261.6513 - val_loss: 156725.7487 - val_mean_absolute_error: 374.2084
Epoch 4998/5000
148/148 [==============================] - 0s 27us/step - loss: 93476.3828 - mean_absolute_error: 261.6503 - val_loss: 156724.9810 - val_mean_absolute_error: 374.2074
Epoch 4999/5000
148/148 [==============================] - 0s 34us/step - loss: 93475.8672 - mean_absolute_error: 261.6493 - val_loss: 156724.2600 - val_mean_absolute_error: 374.2065
Epoch 5000/5000
148/148 [==============================] - 0s 27us/step - loss: 93475.3438 - mean_absolute_error: 261.6483 - val_loss: 156723.5079 - val_mean_absolute_error: 374.2055
Out[67]:
<keras.callbacks.History at 0x2074016a630>
In [68]:
model3.predict(standardized_X_test)
Out[68]:
array([[4.987791 ],
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In [69]:
score = model3.evaluate(standardized_X_test,
y_test,
batch_size=36)

150/150 [==============================] - 0s 40us/step
In [70]:
score
Out[70]:
[156723.50375, 374.20553100585937]
In [71]:
model3 = Sequential()
model3.add(Dense(standardized_X.shape[1],activation='relu',input_dim=standardized_X.shape[1]))
model3.add(Dense(10,activation='relu',input_dim=standardized_X.shape[1]))
model3.add(Dense(5,activation='relu',input_dim=10))
model3.add(Dense(1))
model3.compile(optimizer='adam', loss='mse', metrics=['mae'])
In [72]:
model3.fit(standardized_X,
 y_train,
 batch_size=148,
 epochs=5000,
 validation_data=(standardized_X_test,y_test),
 callbacks=[early_stopping_monitor])

Train on 148 samples, validate on 150 samples
Epoch 1/5000
148/148 [==============================] - 1s 4ms/step - loss: 96091.8750 - mean_absolute_error: 266.5643 - val_loss: 160402.3381 - val_mean_absolute_error: 378.9753
Epoch 2/5000
148/148 [==============================] - 0s 20us/step - loss: 96084.7500 - mean_absolute_error: 266.5508 - val_loss: 160388.8552 - val_mean_absolute_error: 378.9575
Epoch 3/5000
148/148 [==============================] - 0s 27us/step - loss: 96075.0234 - mean_absolute_error: 266.5323 - val_loss: 160375.4523 - val_mean_absolute_error: 378.9399
Epoch 4/5000
148/148 [==============================] - 0s 20us/step - loss: 96065.4531 - mean_absolute_error: 266.5142 - val_loss: 160362.1629 - val_mean_absolute_error: 378.9226
Epoch 5/5000
148/148 [==============================] - 0s 34us/step - loss: 96056.2734 - mean_absolute_error: 266.4966 - val_loss: 160349.5463 - val_mean_absolute_error: 378.9061
Epoch 6/5000
148/148 [==============================] - 0s 20us/step - loss: 96047.3516 - mean_absolute_error: 266.4795 - val_loss: 160336.6429 - val_mean_absolute_error: 378.8893
Epoch 7/5000
148/148 [==============================] - 0s 27us/step - loss: 96037.9609 - mean_absolute_error: 266.4614 - val_loss: 160323.5671 - val_mean_absolute_error: 378.8722
Epoch 8/5000
148/148 [==============================] - 0s 34us/step - loss: 96028.4219 - mean_absolute_error: 266.4430 - val_loss: 160310.1658 - val_mean_absolute_error: 378.8550
Epoch 9/5000
148/148 [==============================] - 0s 34us/step - loss: 96018.6562 - mean_absolute_error: 266.4242 - val_loss: 160296.9006 - val_mean_absolute_error: 378.8380
Epoch 10/5000
148/148 [==============================] - 0s 27us/step - loss: 96008.8516 - mean_absolute_error: 266.4052 - val_loss: 160283.3858 - val_mean_absolute_error: 378.8209
Epoch 11/5000
148/148 [==============================] - 0s 34us/step - loss: 95999.0703 - mean_absolute_error: 266.3863 - val_loss: 160269.7437 - val_mean_absolute_error: 378.8036
Epoch 12/5000
148/148 [==============================] - 0s 27us/step - loss: 95989.1719 - mean_absolute_error: 266.3673 - val_loss: 160256.0063 - val_mean_absolute_error: 378.7867
Epoch 13/5000
148/148 [==============================] - 0s 27us/step - loss: 95979.3203 - mean_absolute_error: 266.3483 - val_loss: 160242.0487 - val_mean_absolute_error: 378.7697
Epoch 14/5000
148/148 [==============================] - 0s 47us/step - loss: 95969.4766 - mean_absolute_error: 266.3290 - val_loss: 160228.5219 - val_mean_absolute_error: 378.7530
Epoch 15/5000
148/148 [==============================] - 0s 27us/step - loss: 95959.6094 - mean_absolute_error: 266.3095 - val_loss: 160214.8533 - val_mean_absolute_error: 378.7364
Epoch 16/5000
148/148 [==============================] - 0s 34us/step - loss: 95949.7266 - mean_absolute_error: 266.2896 - val_loss: 160200.7815 - val_mean_absolute_error: 378.7191
Epoch 17/5000
148/148 [==============================] - 0s 41us/step - loss: 95939.4141 - mean_absolute_error: 266.2692 - val_loss: 160186.6735 - val_mean_absolute_error: 378.7018
Epoch 18/5000
148/148 [==============================] - 0s 20us/step - loss: 95929.1484 - mean_absolute_error: 266.2487 - val_loss: 160172.2956 - val_mean_absolute_error: 378.6842
Epoch 19/5000
148/148 [==============================] - 0s 34us/step - loss: 95918.8281 - mean_absolute_error: 266.2280 - val_loss: 160157.6521 - val_mean_absolute_error: 378.6661
Epoch 20/5000
148/148 [==============================] - 0s 34us/step - loss: 95908.1562 - mean_absolute_error: 266.2065 - val_loss: 160142.4942 - val_mean_absolute_error: 378.6474
Epoch 21/5000
148/148 [==============================] - 0s 34us/step - loss: 95897.2422 - mean_absolute_error: 266.1844 - val_loss: 160126.9758 - val_mean_absolute_error: 378.6282
Epoch 22/5000
148/148 [==============================] - 0s 34us/step - loss: 95885.7578 - mean_absolute_error: 266.1615 - val_loss: 160111.4383 - val_mean_absolute_error: 378.6089
Epoch 23/5000
148/148 [==============================] - 0s 27us/step - loss: 95874.2422 - mean_absolute_error: 266.1386 - val_loss: 160095.6354 - val_mean_absolute_error: 378.5892
Epoch 24/5000
148/148 [==============================] - 0s 27us/step - loss: 95862.3125 - mean_absolute_error: 266.1151 - val_loss: 160079.3348 - val_mean_absolute_error: 378.5690
Epoch 25/5000
148/148 [==============================] - 0s 34us/step - loss: 95850.2344 - mean_absolute_error: 266.0911 - val_loss: 160062.6433 - val_mean_absolute_error: 378.5482
Epoch 26/5000
148/148 [==============================] - 0s 41us/step - loss: 95837.6875 - mean_absolute_error: 266.0661 - val_loss: 160045.6083 - val_mean_absolute_error: 378.5270
Epoch 27/5000
148/148 [==============================] - 0s 27us/step - loss: 95824.7734 - mean_absolute_error: 266.0406 - val_loss: 160028.2758 - val_mean_absolute_error: 378.5053
Epoch 28/5000
148/148 [==============================] - 0s 47us/step - loss: 95811.6328 - mean_absolute_error: 266.0146 - val_loss: 160010.5837 - val_mean_absolute_error: 378.4831
Epoch 29/5000
148/148 [==============================] - 0s 27us/step - loss: 95798.2266 - mean_absolute_error: 265.9881 - val_loss: 159992.3125 - val_mean_absolute_error: 378.4602
Epoch 30/5000
148/148 [==============================] - 0s 27us/step - loss: 95784.1016 - mean_absolute_error: 265.9604 - val_loss: 159973.4533 - val_mean_absolute_error: 378.4362
Epoch 31/5000
148/148 [==============================] - 0s 27us/step - loss: 95769.7266 - mean_absolute_error: 265.9323 - val_loss: 159954.0494 - val_mean_absolute_error: 378.4117
Epoch 32/5000
148/148 [==============================] - 0s 54us/step - loss: 95754.8047 - mean_absolute_error: 265.9033 - val_loss: 159933.8254 - val_mean_absolute_error: 378.3861
Epoch 33/5000
148/148 [==============================] - 0s 34us/step - loss: 95739.3594 - mean_absolute_error: 265.8734 - val_loss: 159913.0581 - val_mean_absolute_error: 378.3597
Epoch 34/5000
148/148 [==============================] - 0s 27us/step - loss: 95723.4375 - mean_absolute_error: 265.8428 - val_loss: 159891.4519 - val_mean_absolute_error: 378.3322
Epoch 35/5000
148/148 [==============================] - 0s 47us/step - loss: 95706.6484 - mean_absolute_error: 265.8109 - val_loss: 159869.2425 - val_mean_absolute_error: 378.3039
Epoch 36/5000
148/148 [==============================] - 0s 34us/step - loss: 95689.3750 - mean_absolute_error: 265.7783 - val_loss: 159846.3971 - val_mean_absolute_error: 378.2747
Epoch 37/5000
148/148 [==============================] - 0s 47us/step - loss: 95671.2812 - mean_absolute_error: 265.7443 - val_loss: 159822.9608 - val_mean_absolute_error: 378.2448
Epoch 38/5000
148/148 [==============================] - 0s 41us/step - loss: 95652.3203 - mean_absolute_error: 265.7091 - val_loss: 159799.2594 - val_mean_absolute_error: 378.2144
Epoch 39/5000
148/148 [==============================] - 0s 41us/step - loss: 95632.7266 - mean_absolute_error: 265.6728 - val_loss: 159774.9825 - val_mean_absolute_error: 378.1835
Epoch 40/5000
148/148 [==============================] - 0s 41us/step - loss: 95612.7266 - mean_absolute_error: 265.6357 - val_loss: 159749.8202 - val_mean_absolute_error: 378.1510
Epoch 41/5000
148/148 [==============================] - 0s 27us/step - loss: 95591.9219 - mean_absolute_error: 265.5973 - val_loss: 159724.3375 - val_mean_absolute_error: 378.1182
Epoch 42/5000
148/148 [==============================] - 0s 41us/step - loss: 95570.6250 - mean_absolute_error: 265.5581 - val_loss: 159698.0013 - val_mean_absolute_error: 378.0842
Epoch 43/5000
148/148 [==============================] - 0s 34us/step - loss: 95548.7109 - mean_absolute_error: 265.5181 - val_loss: 159670.4362 - val_mean_absolute_error: 378.0485
Epoch 44/5000
148/148 [==============================] - 0s 41us/step - loss: 95526.1797 - mean_absolute_error: 265.4771 - val_loss: 159642.2196 - val_mean_absolute_error: 378.0119
Epoch 45/5000
148/148 [==============================] - 0s 34us/step - loss: 95503.1719 - mean_absolute_error: 265.4355 - val_loss: 159613.7888 - val_mean_absolute_error: 377.9751
Epoch 46/5000
148/148 [==============================] - 0s 34us/step - loss: 95479.8516 - mean_absolute_error: 265.3935 - val_loss: 159584.2852 - val_mean_absolute_error: 377.9370
Epoch 47/5000
148/148 [==============================] - 0s 41us/step - loss: 95455.9062 - mean_absolute_error: 265.3504 - val_loss: 159554.2104 - val_mean_absolute_error: 377.8979
Epoch 48/5000
148/148 [==============================] - 0s 27us/step - loss: 95431.6016 - mean_absolute_error: 265.3066 - val_loss: 159523.7146 - val_mean_absolute_error: 377.8583
Epoch 49/5000
148/148 [==============================] - 0s 34us/step - loss: 95406.6719 - mean_absolute_error: 265.2620 - val_loss: 159492.8708 - val_mean_absolute_error: 377.8183
Epoch 50/5000
148/148 [==============================] - 0s 41us/step - loss: 95381.4219 - mean_absolute_error: 265.2170 - val_loss: 159461.4554 - val_mean_absolute_error: 377.7775
Epoch 51/5000
148/148 [==============================] - 0s 34us/step - loss: 95355.8125 - mean_absolute_error: 265.1715 - val_loss: 159429.1008 - val_mean_absolute_error: 377.7354
Epoch 52/5000
148/148 [==============================] - 0s 27us/step - loss: 95329.6406 - mean_absolute_error: 265.1251 - val_loss: 159396.2150 - val_mean_absolute_error: 377.6925
Epoch 53/5000
148/148 [==============================] - 0s 41us/step - loss: 95303.2031 - mean_absolute_error: 265.0781 - val_loss: 159363.0046 - val_mean_absolute_error: 377.6492
Epoch 54/5000
148/148 [==============================] - 0s 27us/step - loss: 95276.4219 - mean_absolute_error: 265.0305 - val_loss: 159329.1246 - val_mean_absolute_error: 377.6051
Epoch 55/5000
148/148 [==============================] - 0s 34us/step - loss: 95248.9219 - mean_absolute_error: 264.9818 - val_loss: 159294.3060 - val_mean_absolute_error: 377.5597
Epoch 56/5000
148/148 [==============================] - 0s 27us/step - loss: 95220.6562 - mean_absolute_error: 264.9316 - val_loss: 159258.7546 - val_mean_absolute_error: 377.5134
Epoch 57/5000
148/148 [==============================] - 0s 34us/step - loss: 95191.8672 - mean_absolute_error: 264.8806 - val_loss: 159222.5392 - val_mean_absolute_error: 377.4663
Epoch 58/5000
148/148 [==============================] - 0s 47us/step - loss: 95162.7969 - mean_absolute_error: 264.8292 - val_loss: 159185.2773 - val_mean_absolute_error: 377.4178
Epoch 59/5000
148/148 [==============================] - 0s 34us/step - loss: 95132.8359 - mean_absolute_error: 264.7763 - val_loss: 159147.4600 - val_mean_absolute_error: 377.3686
Epoch 60/5000
148/148 [==============================] - 0s 41us/step - loss: 95102.6953 - mean_absolute_error: 264.7231 - val_loss: 159108.5525 - val_mean_absolute_error: 377.3182
Epoch 61/5000
148/148 [==============================] - 0s 34us/step - loss: 95071.7891 - mean_absolute_error: 264.6685 - val_loss: 159068.9008 - val_mean_absolute_error: 377.2669
Epoch 62/5000
148/148 [==============================] - 0s 34us/step - loss: 95040.3516 - mean_absolute_error: 264.6130 - val_loss: 159028.3371 - val_mean_absolute_error: 377.2146
Epoch 63/5000
148/148 [==============================] - 0s 41us/step - loss: 95008.4062 - mean_absolute_error: 264.5566 - val_loss: 158986.8742 - val_mean_absolute_error: 377.1611
Epoch 64/5000
148/148 [==============================] - 0s 34us/step - loss: 94975.9453 - mean_absolute_error: 264.4992 - val_loss: 158944.6421 - val_mean_absolute_error: 377.1066
Epoch 65/5000
148/148 [==============================] - 0s 27us/step - loss: 94942.9688 - mean_absolute_error: 264.4411 - val_loss: 158901.5258 - val_mean_absolute_error: 377.0511
Epoch 66/5000
148/148 [==============================] - 0s 27us/step - loss: 94909.3906 - mean_absolute_error: 264.3820 - val_loss: 158857.6602 - val_mean_absolute_error: 376.9947
Epoch 67/5000
148/148 [==============================] - 0s 27us/step - loss: 94875.5312 - mean_absolute_error: 264.3225 - val_loss: 158812.8202 - val_mean_absolute_error: 376.9371
Epoch 68/5000
148/148 [==============================] - 0s 41us/step - loss: 94841.0469 - mean_absolute_error: 264.2618 - val_loss: 158767.0363 - val_mean_absolute_error: 376.8784
Epoch 69/5000
148/148 [==============================] - 0s 34us/step - loss: 94806.0234 - mean_absolute_error: 264.2002 - val_loss: 158720.0413 - val_mean_absolute_error: 376.8181
Epoch 70/5000
148/148 [==============================] - 0s 27us/step - loss: 94770.1172 - mean_absolute_error: 264.1371 - val_loss: 158672.3500 - val_mean_absolute_error: 376.7570
Epoch 71/5000
148/148 [==============================] - 0s 27us/step - loss: 94733.7734 - mean_absolute_error: 264.0735 - val_loss: 158623.3023 - val_mean_absolute_error: 376.6943
Epoch 72/5000
148/148 [==============================] - 0s 41us/step - loss: 94696.6172 - mean_absolute_error: 264.0085 - val_loss: 158573.1817 - val_mean_absolute_error: 376.6302
Epoch 73/5000
148/148 [==============================] - 0s 27us/step - loss: 94658.9688 - mean_absolute_error: 263.9425 - val_loss: 158522.0192 - val_mean_absolute_error: 376.5648
Epoch 74/5000
148/148 [==============================] - 0s 34us/step - loss: 94620.4922 - mean_absolute_error: 263.8754 - val_loss: 158469.9456 - val_mean_absolute_error: 376.4983
Epoch 75/5000
148/148 [==============================] - 0s 34us/step - loss: 94581.5469 - mean_absolute_error: 263.8073 - val_loss: 158416.2462 - val_mean_absolute_error: 376.4297
Epoch 76/5000
148/148 [==============================] - 0s 34us/step - loss: 94541.5469 - mean_absolute_error: 263.7377 - val_loss: 158361.7662 - val_mean_absolute_error: 376.3602
Epoch 77/5000
148/148 [==============================] - 0s 34us/step - loss: 94501.0703 - mean_absolute_error: 263.6673 - val_loss: 158306.0831 - val_mean_absolute_error: 376.2891
Epoch 78/5000
148/148 [==============================] - 0s 47us/step - loss: 94459.8828 - mean_absolute_error: 263.5958 - val_loss: 158248.7590 - val_mean_absolute_error: 376.2161
Epoch 79/5000
148/148 [==============================] - 0s 34us/step - loss: 94417.6719 - mean_absolute_error: 263.5224 - val_loss: 158190.3742 - val_mean_absolute_error: 376.1417
Epoch 80/5000
148/148 [==============================] - 0s 34us/step - loss: 94374.8281 - mean_absolute_error: 263.4482 - val_loss: 158130.2856 - val_mean_absolute_error: 376.0652
Epoch 81/5000
148/148 [==============================] - 0s 27us/step - loss: 94330.8984 - mean_absolute_error: 263.3721 - val_loss: 158069.2127 - val_mean_absolute_error: 375.9874
Epoch 82/5000
148/148 [==============================] - 0s 41us/step - loss: 94286.4219 - mean_absolute_error: 263.2952 - val_loss: 158006.4200 - val_mean_absolute_error: 375.9076
Epoch 83/5000
148/148 [==============================] - 0s 27us/step - loss: 94240.7422 - mean_absolute_error: 263.2163 - val_loss: 157942.5356 - val_mean_absolute_error: 375.8263
Epoch 84/5000
148/148 [==============================] - 0s 34us/step - loss: 94194.2734 - mean_absolute_error: 263.1364 - val_loss: 157877.0152 - val_mean_absolute_error: 375.7431
Epoch 85/5000
148/148 [==============================] - 0s 27us/step - loss: 94146.8281 - mean_absolute_error: 263.0548 - val_loss: 157809.7971 - val_mean_absolute_error: 375.6578
Epoch 86/5000
148/148 [==============================] - 0s 27us/step - loss: 94098.4609 - mean_absolute_error: 262.9719 - val_loss: 157740.9421 - val_mean_absolute_error: 375.5705
Epoch 87/5000
148/148 [==============================] - 0s 34us/step - loss: 94049.2031 - mean_absolute_error: 262.8875 - val_loss: 157670.1092 - val_mean_absolute_error: 375.4809
Epoch 88/5000
148/148 [==============================] - 0s 27us/step - loss: 93999.0156 - mean_absolute_error: 262.8015 - val_loss: 157597.5621 - val_mean_absolute_error: 375.3892
Epoch 89/5000
148/148 [==============================] - 0s 41us/step - loss: 93947.8047 - mean_absolute_error: 262.7138 - val_loss: 157522.8637 - val_mean_absolute_error: 375.2948
Epoch 90/5000
148/148 [==============================] - 0s 27us/step - loss: 93895.3281 - mean_absolute_error: 262.6242 - val_loss: 157446.5473 - val_mean_absolute_error: 375.1985
Epoch 91/5000
148/148 [==============================] - 0s 41us/step - loss: 93842.0781 - mean_absolute_error: 262.5333 - val_loss: 157368.4537 - val_mean_absolute_error: 375.1001
Epoch 92/5000
148/148 [==============================] - 0s 27us/step - loss: 93787.7812 - mean_absolute_error: 262.4409 - val_loss: 157288.4908 - val_mean_absolute_error: 374.9993
Epoch 93/5000
148/148 [==============================] - 0s 41us/step - loss: 93732.3906 - mean_absolute_error: 262.3466 - val_loss: 157206.5046 - val_mean_absolute_error: 374.8959
Epoch 94/5000
148/148 [==============================] - 0s 34us/step - loss: 93675.8750 - mean_absolute_error: 262.2507 - val_loss: 157122.6617 - val_mean_absolute_error: 374.7901
Epoch 95/5000
148/148 [==============================] - 0s 27us/step - loss: 93618.1797 - mean_absolute_error: 262.1529 - val_loss: 157036.5098 - val_mean_absolute_error: 374.6813
Epoch 96/5000
148/148 [==============================] - 0s 34us/step - loss: 93558.7578 - mean_absolute_error: 262.0522 - val_loss: 156948.3315 - val_mean_absolute_error: 374.5701
Epoch 97/5000
148/148 [==============================] - 0s 34us/step - loss: 93497.9766 - mean_absolute_error: 261.9492 - val_loss: 156858.2717 - val_mean_absolute_error: 374.4564
Epoch 98/5000
148/148 [==============================] - 0s 34us/step - loss: 93436.1250 - mean_absolute_error: 261.8445 - val_loss: 156765.5338 - val_mean_absolute_error: 374.3395
Epoch 99/5000
148/148 [==============================] - 0s 34us/step - loss: 93372.6328 - mean_absolute_error: 261.7371 - val_loss: 156670.5829 - val_mean_absolute_error: 374.2197
Epoch 100/5000
148/148 [==============================] - 0s 27us/step - loss: 93307.6250 - mean_absolute_error: 261.6273 - val_loss: 156573.0700 - val_mean_absolute_error: 374.0970
Epoch 101/5000
148/148 [==============================] - 0s 34us/step - loss: 93241.5781 - mean_absolute_error: 261.5159 - val_loss: 156473.1610 - val_mean_absolute_error: 373.9714
Epoch 102/5000
148/148 [==============================] - 0s 34us/step - loss: 93173.9688 - mean_absolute_error: 261.4022 - val_loss: 156369.8317 - val_mean_absolute_error: 373.8419
Epoch 103/5000
148/148 [==============================] - 0s 27us/step - loss: 93104.2578 - mean_absolute_error: 261.2851 - val_loss: 156264.0600 - val_mean_absolute_error: 373.7094
Epoch 104/5000
148/148 [==============================] - 0s 41us/step - loss: 93033.0312 - mean_absolute_error: 261.1655 - val_loss: 156155.3635 - val_mean_absolute_error: 373.5732
Epoch 105/5000
148/148 [==============================] - 0s 34us/step - loss: 92960.3125 - mean_absolute_error: 261.0435 - val_loss: 156043.7344 - val_mean_absolute_error: 373.4335
Epoch 106/5000
148/148 [==============================] - 0s 27us/step - loss: 92885.8750 - mean_absolute_error: 260.9186 - val_loss: 155929.0500 - val_mean_absolute_error: 373.2900
Epoch 107/5000
148/148 [==============================] - 0s 41us/step - loss: 92809.8047 - mean_absolute_error: 260.7912 - val_loss: 155811.0338 - val_mean_absolute_error: 373.1424
Epoch 108/5000
148/148 [==============================] - 0s 34us/step - loss: 92732.2656 - mean_absolute_error: 260.6614 - val_loss: 155689.8725 - val_mean_absolute_error: 372.9910
Epoch 109/5000
148/148 [==============================] - 0s 27us/step - loss: 92653.2031 - mean_absolute_error: 260.5292 - val_loss: 155565.0225 - val_mean_absolute_error: 372.8348
Epoch 110/5000
148/148 [==============================] - 0s 34us/step - loss: 92571.9609 - mean_absolute_error: 260.3936 - val_loss: 155437.4946 - val_mean_absolute_error: 372.6752
Epoch 111/5000
148/148 [==============================] - 0s 41us/step - loss: 92488.9453 - mean_absolute_error: 260.2551 - val_loss: 155306.7613 - val_mean_absolute_error: 372.5116
Epoch 112/5000
148/148 [==============================] - 0s 27us/step - loss: 92403.8516 - mean_absolute_error: 260.1133 - val_loss: 155172.5610 - val_mean_absolute_error: 372.3438
Epoch 113/5000
148/148 [==============================] - 0s 61us/step - loss: 92316.8594 - mean_absolute_error: 259.9685 - val_loss: 155034.5254 - val_mean_absolute_error: 372.1715
Epoch 114/5000
148/148 [==============================] - 0s 34us/step - loss: 92227.7266 - mean_absolute_error: 259.8202 - val_loss: 154891.9717 - val_mean_absolute_error: 371.9934
Epoch 115/5000
148/148 [==============================] - 0s 27us/step - loss: 92136.3672 - mean_absolute_error: 259.6685 - val_loss: 154745.5694 - val_mean_absolute_error: 371.8101
Epoch 116/5000
148/148 [==============================] - 0s 34us/step - loss: 92043.1719 - mean_absolute_error: 259.5138 - val_loss: 154595.0573 - val_mean_absolute_error: 371.6215
Epoch 117/5000
148/148 [==============================] - 0s 34us/step - loss: 91947.6250 - mean_absolute_error: 259.3552 - val_loss: 154440.8104 - val_mean_absolute_error: 371.4281
Epoch 118/5000
148/148 [==============================] - 0s 34us/step - loss: 91850.2188 - mean_absolute_error: 259.1938 - val_loss: 154282.3071 - val_mean_absolute_error: 371.2293
Epoch 119/5000
148/148 [==============================] - 0s 34us/step - loss: 91750.2188 - mean_absolute_error: 259.0281 - val_loss: 154119.9773 - val_mean_absolute_error: 371.0259
Epoch 120/5000
148/148 [==============================] - 0s 34us/step - loss: 91648.2266 - mean_absolute_error: 258.8594 - val_loss: 153952.8604 - val_mean_absolute_error: 370.8165
Epoch 121/5000
148/148 [==============================] - 0s 27us/step - loss: 91543.8750 - mean_absolute_error: 258.6870 - val_loss: 153780.8767 - val_mean_absolute_error: 370.6009
Epoch 122/5000
148/148 [==============================] - 0s 34us/step - loss: 91436.7188 - mean_absolute_error: 258.5101 - val_loss: 153603.7242 - val_mean_absolute_error: 370.3786
Epoch 123/5000
148/148 [==============================] - 0s 27us/step - loss: 91326.2578 - mean_absolute_error: 258.3283 - val_loss: 153421.2812 - val_mean_absolute_error: 370.1495
Epoch 124/5000
148/148 [==============================] - 0s 41us/step - loss: 91212.6250 - mean_absolute_error: 258.1417 - val_loss: 153234.8337 - val_mean_absolute_error: 369.9152
Epoch 125/5000
148/148 [==============================] - 0s 34us/step - loss: 91096.1016 - mean_absolute_error: 257.9506 - val_loss: 153042.5763 - val_mean_absolute_error: 369.6735
Epoch 126/5000
148/148 [==============================] - 0s 41us/step - loss: 90975.2891 - mean_absolute_error: 257.7533 - val_loss: 152844.7692 - val_mean_absolute_error: 369.4247
Epoch 127/5000
148/148 [==============================] - 0s 27us/step - loss: 90851.1719 - mean_absolute_error: 257.5509 - val_loss: 152641.4942 - val_mean_absolute_error: 369.1689
Epoch 128/5000
148/148 [==============================] - 0s 34us/step - loss: 90722.8281 - mean_absolute_error: 257.3419 - val_loss: 152431.4696 - val_mean_absolute_error: 368.9047
Epoch 129/5000
148/148 [==============================] - 0s 34us/step - loss: 90588.6328 - mean_absolute_error: 257.1249 - val_loss: 152216.8977 - val_mean_absolute_error: 368.6345
Epoch 130/5000
148/148 [==============================] - 0s 34us/step - loss: 90450.9141 - mean_absolute_error: 256.9034 - val_loss: 151997.1412 - val_mean_absolute_error: 368.3576
Epoch 131/5000
148/148 [==============================] - 0s 34us/step - loss: 90308.9688 - mean_absolute_error: 256.6755 - val_loss: 151771.1663 - val_mean_absolute_error: 368.0726
Epoch 132/5000
148/148 [==============================] - 0s 27us/step - loss: 90161.0469 - mean_absolute_error: 256.4390 - val_loss: 151540.1837 - val_mean_absolute_error: 367.7813
Epoch 133/5000
148/148 [==============================] - 0s 34us/step - loss: 90008.4844 - mean_absolute_error: 256.1953 - val_loss: 151302.5212 - val_mean_absolute_error: 367.4812
Epoch 134/5000
148/148 [==============================] - 0s 27us/step - loss: 89851.1328 - mean_absolute_error: 255.9444 - val_loss: 151058.2492 - val_mean_absolute_error: 367.1724
Epoch 135/5000
148/148 [==============================] - 0s 34us/step - loss: 89687.9531 - mean_absolute_error: 255.6844 - val_loss: 150807.9579 - val_mean_absolute_error: 366.8558
Epoch 136/5000
148/148 [==============================] - 0s 27us/step - loss: 89520.1016 - mean_absolute_error: 255.4169 - val_loss: 150553.0817 - val_mean_absolute_error: 366.5331
Epoch 137/5000
148/148 [==============================] - 0s 27us/step - loss: 89348.5078 - mean_absolute_error: 255.1432 - val_loss: 150292.6254 - val_mean_absolute_error: 366.2031
Epoch 138/5000
148/148 [==============================] - 0s 27us/step - loss: 89171.9766 - mean_absolute_error: 254.8610 - val_loss: 150025.7700 - val_mean_absolute_error: 365.8644
Epoch 139/5000
148/148 [==============================] - 0s 27us/step - loss: 88990.8516 - mean_absolute_error: 254.5713 - val_loss: 149754.2650 - val_mean_absolute_error: 365.5195
Epoch 140/5000
148/148 [==============================] - 0s 34us/step - loss: 88806.5703 - mean_absolute_error: 254.2783 - val_loss: 149477.0246 - val_mean_absolute_error: 365.1670
Epoch 141/5000
148/148 [==============================] - 0s 34us/step - loss: 88618.2344 - mean_absolute_error: 253.9787 - val_loss: 149194.0944 - val_mean_absolute_error: 364.8071
Epoch 142/5000
148/148 [==============================] - 0s 34us/step - loss: 88426.2422 - mean_absolute_error: 253.6732 - val_loss: 148905.5496 - val_mean_absolute_error: 364.4397
Epoch 143/5000
148/148 [==============================] - 0s 41us/step - loss: 88230.0000 - mean_absolute_error: 253.3603 - val_loss: 148611.5427 - val_mean_absolute_error: 364.0651
Epoch 144/5000
148/148 [==============================] - 0s 34us/step - loss: 88029.1797 - mean_absolute_error: 253.0396 - val_loss: 148311.7392 - val_mean_absolute_error: 363.6828
Epoch 145/5000
148/148 [==============================] - 0s 27us/step - loss: 87824.2422 - mean_absolute_error: 252.7119 - val_loss: 148006.3310 - val_mean_absolute_error: 363.2931
Epoch 146/5000
148/148 [==============================] - 0s 27us/step - loss: 87615.6016 - mean_absolute_error: 252.3782 - val_loss: 147695.2708 - val_mean_absolute_error: 362.8956
Epoch 147/5000
148/148 [==============================] - 0s 34us/step - loss: 87403.0781 - mean_absolute_error: 252.0380 - val_loss: 147378.1881 - val_mean_absolute_error: 362.4900
Epoch 148/5000
148/148 [==============================] - 0s 34us/step - loss: 87186.6250 - mean_absolute_error: 251.6914 - val_loss: 147054.2127 - val_mean_absolute_error: 362.0752
Epoch 149/5000
148/148 [==============================] - 0s 34us/step - loss: 86965.6172 - mean_absolute_error: 251.3375 - val_loss: 146724.2477 - val_mean_absolute_error: 361.6523
Epoch 150/5000
148/148 [==============================] - 0s 27us/step - loss: 86740.7734 - mean_absolute_error: 250.9774 - val_loss: 146389.1313 - val_mean_absolute_error: 361.2224
Epoch 151/5000
148/148 [==============================] - 0s 27us/step - loss: 86512.5703 - mean_absolute_error: 250.6116 - val_loss: 146047.7783 - val_mean_absolute_error: 360.7837
Epoch 152/5000
148/148 [==============================] - 0s 34us/step - loss: 86280.4297 - mean_absolute_error: 250.2395 - val_loss: 145700.2500 - val_mean_absolute_error: 360.3367
Epoch 153/5000
148/148 [==============================] - 0s 27us/step - loss: 86044.3516 - mean_absolute_error: 249.8608 - val_loss: 145346.2083 - val_mean_absolute_error: 359.8807
Epoch 154/5000
148/148 [==============================] - 0s 34us/step - loss: 85804.0859 - mean_absolute_error: 249.4751 - val_loss: 144985.6837 - val_mean_absolute_error: 359.4160
Epoch 155/5000
148/148 [==============================] - 0s 27us/step - loss: 85559.6719 - mean_absolute_error: 249.0825 - val_loss: 144618.6900 - val_mean_absolute_error: 358.9424
Epoch 156/5000
148/148 [==============================] - 0s 34us/step - loss: 85311.2656 - mean_absolute_error: 248.6830 - val_loss: 144244.6719 - val_mean_absolute_error: 358.4592
Epoch 157/5000
148/148 [==============================] - 0s 34us/step - loss: 85058.7109 - mean_absolute_error: 248.2766 - val_loss: 143863.8133 - val_mean_absolute_error: 357.9666
Epoch 158/5000
148/148 [==============================] - 0s 27us/step - loss: 84801.9766 - mean_absolute_error: 247.8630 - val_loss: 143476.3612 - val_mean_absolute_error: 357.4649
Epoch 159/5000
148/148 [==============================] - 0s 34us/step - loss: 84540.9922 - mean_absolute_error: 247.4416 - val_loss: 143082.3146 - val_mean_absolute_error: 356.9539
Epoch 160/5000
148/148 [==============================] - 0s 34us/step - loss: 84275.7266 - mean_absolute_error: 247.0136 - val_loss: 142681.6425 - val_mean_absolute_error: 356.4336
Epoch 161/5000
148/148 [==============================] - 0s 41us/step - loss: 84005.8672 - mean_absolute_error: 246.5807 - val_loss: 142273.9979 - val_mean_absolute_error: 355.9035
Epoch 162/5000
148/148 [==============================] - 0s 41us/step - loss: 83731.2578 - mean_absolute_error: 246.1411 - val_loss: 141858.0433 - val_mean_absolute_error: 355.3620
Epoch 163/5000
148/148 [==============================] - 0s 34us/step - loss: 83451.0000 - mean_absolute_error: 245.6944 - val_loss: 141436.0496 - val_mean_absolute_error: 354.8118
Epoch 164/5000
148/148 [==============================] - 0s 41us/step - loss: 83166.9922 - mean_absolute_error: 245.2446 - val_loss: 141006.7450 - val_mean_absolute_error: 354.2513
Epoch 165/5000
148/148 [==============================] - 0s 27us/step - loss: 82878.4062 - mean_absolute_error: 244.7888 - val_loss: 140568.9656 - val_mean_absolute_error: 353.6788
Epoch 166/5000
148/148 [==============================] - 0s 34us/step - loss: 82584.1562 - mean_absolute_error: 244.3254 - val_loss: 140123.7677 - val_mean_absolute_error: 353.0957
Epoch 167/5000
148/148 [==============================] - 0s 34us/step - loss: 82284.8672 - mean_absolute_error: 243.8534 - val_loss: 139672.1917 - val_mean_absolute_error: 352.5032
Epoch 168/5000
148/148 [==============================] - 0s 34us/step - loss: 81981.6328 - mean_absolute_error: 243.3743 - val_loss: 139211.9312 - val_mean_absolute_error: 351.8984
Epoch 169/5000
148/148 [==============================] - 0s 27us/step - loss: 81672.6953 - mean_absolute_error: 242.8852 - val_loss: 138745.4887 - val_mean_absolute_error: 351.2844
Epoch 170/5000
148/148 [==============================] - 0s 27us/step - loss: 81359.6562 - mean_absolute_error: 242.3888 - val_loss: 138270.3438 - val_mean_absolute_error: 350.6578
Epoch 171/5000
148/148 [==============================] - 0s 34us/step - loss: 81040.7188 - mean_absolute_error: 241.8822 - val_loss: 137788.8042 - val_mean_absolute_error: 350.0217
Epoch 172/5000
148/148 [==============================] - 0s 27us/step - loss: 80717.2266 - mean_absolute_error: 241.3672 - val_loss: 137298.1925 - val_mean_absolute_error: 349.3721
Epoch 173/5000
148/148 [==============================] - 0s 41us/step - loss: 80387.7969 - mean_absolute_error: 240.8416 - val_loss: 136801.1117 - val_mean_absolute_error: 348.7127
Epoch 174/5000
148/148 [==============================] - 0s 27us/step - loss: 80054.0156 - mean_absolute_error: 240.3076 - val_loss: 136294.7727 - val_mean_absolute_error: 348.0398
Epoch 175/5000
148/148 [==============================] - 0s 34us/step - loss: 79714.2969 - mean_absolute_error: 239.7629 - val_loss: 135780.4758 - val_mean_absolute_error: 347.3547
Epoch 176/5000
148/148 [==============================] - 0s 34us/step - loss: 79369.3828 - mean_absolute_error: 239.2088 - val_loss: 135258.1265 - val_mean_absolute_error: 346.6575
Epoch 177/5000
148/148 [==============================] - 0s 27us/step - loss: 79018.9844 - mean_absolute_error: 238.6448 - val_loss: 134728.9869 - val_mean_absolute_error: 345.9498
Epoch 178/5000
148/148 [==============================] - 0s 27us/step - loss: 78664.1328 - mean_absolute_error: 238.0727 - val_loss: 134190.3331 - val_mean_absolute_error: 345.2279
Epoch 179/5000
148/148 [==============================] - 0s 41us/step - loss: 78303.1719 - mean_absolute_error: 237.4922 - val_loss: 133644.8604 - val_mean_absolute_error: 344.4953
Epoch 180/5000
148/148 [==============================] - 0s 34us/step - loss: 77937.8750 - mean_absolute_error: 236.9070 - val_loss: 133091.1412 - val_mean_absolute_error: 343.7500
Epoch 181/5000
148/148 [==============================] - 0s 34us/step - loss: 77567.2578 - mean_absolute_error: 236.3141 - val_loss: 132529.2208 - val_mean_absolute_error: 342.9920
Epoch 182/5000
148/148 [==============================] - 0s 34us/step - loss: 77191.3047 - mean_absolute_error: 235.7114 - val_loss: 131958.7875 - val_mean_absolute_error: 342.2206
Epoch 183/5000
148/148 [==============================] - 0s 27us/step - loss: 76809.9531 - mean_absolute_error: 235.0982 - val_loss: 131379.9025 - val_mean_absolute_error: 341.4359
Epoch 184/5000
148/148 [==============================] - 0s 41us/step - loss: 76423.4219 - mean_absolute_error: 234.4751 - val_loss: 130792.6031 - val_mean_absolute_error: 340.6380
Epoch 185/5000
148/148 [==============================] - 0s 34us/step - loss: 76031.6562 - mean_absolute_error: 233.8416 - val_loss: 130196.9227 - val_mean_absolute_error: 339.8267
Epoch 186/5000
148/148 [==============================] - 0s 27us/step - loss: 75634.5938 - mean_absolute_error: 233.1980 - val_loss: 129592.6515 - val_mean_absolute_error: 339.0015
Epoch 187/5000
148/148 [==============================] - 0s 41us/step - loss: 75232.1953 - mean_absolute_error: 232.5440 - val_loss: 128979.7427 - val_mean_absolute_error: 338.1623
Epoch 188/5000
148/148 [==============================] - 0s 27us/step - loss: 74824.4219 - mean_absolute_error: 231.8792 - val_loss: 128358.2629 - val_mean_absolute_error: 337.3091
Epoch 189/5000
148/148 [==============================] - 0s 34us/step - loss: 74411.4844 - mean_absolute_error: 231.2038 - val_loss: 127727.8958 - val_mean_absolute_error: 336.4501
Epoch 190/5000
148/148 [==============================] - 0s 41us/step - loss: 73993.2188 - mean_absolute_error: 230.5232 - val_loss: 127087.1758 - val_mean_absolute_error: 335.5857
Epoch 191/5000
148/148 [==============================] - 0s 34us/step - loss: 73568.3281 - mean_absolute_error: 229.8312 - val_loss: 126437.7433 - val_mean_absolute_error: 334.7069
Epoch 192/5000
148/148 [==============================] - 0s 27us/step - loss: 73138.1484 - mean_absolute_error: 229.1324 - val_loss: 125781.2458 - val_mean_absolute_error: 333.8160
Epoch 193/5000
148/148 [==============================] - 0s 41us/step - loss: 72703.5391 - mean_absolute_error: 228.4242 - val_loss: 125114.5346 - val_mean_absolute_error: 332.9087
Epoch 194/5000
148/148 [==============================] - 0s 27us/step - loss: 72262.5000 - mean_absolute_error: 227.7030 - val_loss: 124440.7219 - val_mean_absolute_error: 331.9888
Epoch 195/5000
148/148 [==============================] - 0s 27us/step - loss: 71817.0078 - mean_absolute_error: 226.9718 - val_loss: 123758.3200 - val_mean_absolute_error: 331.0543
Epoch 196/5000
148/148 [==============================] - 0s 27us/step - loss: 71365.8828 - mean_absolute_error: 226.2286 - val_loss: 123067.3850 - val_mean_absolute_error: 330.1051
Epoch 197/5000
148/148 [==============================] - 0s 34us/step - loss: 70909.0469 - mean_absolute_error: 225.4743 - val_loss: 122366.3429 - val_mean_absolute_error: 329.1389
Epoch 198/5000
148/148 [==============================] - 0s 27us/step - loss: 70445.8672 - mean_absolute_error: 224.7092 - val_loss: 121658.4312 - val_mean_absolute_error: 328.1600
Epoch 199/5000
148/148 [==============================] - 0s 34us/step - loss: 69978.3594 - mean_absolute_error: 223.9361 - val_loss: 120941.5983 - val_mean_absolute_error: 327.1654
Epoch 200/5000
148/148 [==============================] - 0s 27us/step - loss: 69505.3359 - mean_absolute_error: 223.1527 - val_loss: 120215.9548 - val_mean_absolute_error: 326.1553
Epoch 201/5000
148/148 [==============================] - 0s 34us/step - loss: 69027.0234 - mean_absolute_error: 222.3575 - val_loss: 119481.7127 - val_mean_absolute_error: 325.1296
Epoch 202/5000
148/148 [==============================] - 0s 34us/step - loss: 68543.3281 - mean_absolute_error: 221.5520 - val_loss: 118738.8635 - val_mean_absolute_error: 324.0883
Epoch 203/5000
148/148 [==============================] - 0s 34us/step - loss: 68054.4453 - mean_absolute_error: 220.7363 - val_loss: 117987.6235 - val_mean_absolute_error: 323.0313
Epoch 204/5000
148/148 [==============================] - 0s 34us/step - loss: 67560.4453 - mean_absolute_error: 219.9080 - val_loss: 117225.7381 - val_mean_absolute_error: 321.9554
Epoch 205/5000
148/148 [==============================] - 0s 27us/step - loss: 67060.2188 - mean_absolute_error: 219.0652 - val_loss: 116455.4690 - val_mean_absolute_error: 320.8636
Epoch 206/5000
148/148 [==============================] - 0s 27us/step - loss: 66554.7500 - mean_absolute_error: 218.2093 - val_loss: 115676.5565 - val_mean_absolute_error: 319.7552
Epoch 207/5000
148/148 [==============================] - 0s 27us/step - loss: 66044.2109 - mean_absolute_error: 217.3406 - val_loss: 114890.8508 - val_mean_absolute_error: 318.6327
Epoch 208/5000
148/148 [==============================] - 0s 27us/step - loss: 65529.5352 - mean_absolute_error: 216.4605 - val_loss: 114096.9327 - val_mean_absolute_error: 317.4939
Epoch 209/5000
148/148 [==============================] - 0s 34us/step - loss: 65009.6016 - mean_absolute_error: 215.5684 - val_loss: 113293.2315 - val_mean_absolute_error: 316.3361
Epoch 210/5000
148/148 [==============================] - 0s 41us/step - loss: 64483.0469 - mean_absolute_error: 214.6623 - val_loss: 112482.8225 - val_mean_absolute_error: 315.1638
Epoch 211/5000
148/148 [==============================] - 0s 34us/step - loss: 63952.4531 - mean_absolute_error: 213.7465 - val_loss: 111662.5879 - val_mean_absolute_error: 313.9723
Epoch 212/5000
148/148 [==============================] - 0s 34us/step - loss: 63415.7227 - mean_absolute_error: 212.8152 - val_loss: 110834.3329 - val_mean_absolute_error: 312.7639
Epoch 213/5000
148/148 [==============================] - 0s 27us/step - loss: 62873.9727 - mean_absolute_error: 211.8746 - val_loss: 109997.7927 - val_mean_absolute_error: 311.5379
Epoch 214/5000
148/148 [==============================] - 0s 34us/step - loss: 62327.5859 - mean_absolute_error: 210.9226 - val_loss: 109155.0765 - val_mean_absolute_error: 310.2971
Epoch 215/5000
148/148 [==============================] - 0s 34us/step - loss: 61777.8516 - mean_absolute_error: 209.9592 - val_loss: 108305.0017 - val_mean_absolute_error: 309.0397
Epoch 216/5000
148/148 [==============================] - 0s 34us/step - loss: 61223.5742 - mean_absolute_error: 208.9823 - val_loss: 107447.5654 - val_mean_absolute_error: 307.7654
Epoch 217/5000
148/148 [==============================] - 0s 34us/step - loss: 60664.9453 - mean_absolute_error: 207.9923 - val_loss: 106581.3463 - val_mean_absolute_error: 306.4718
Epoch 218/5000
148/148 [==============================] - 0s 41us/step - loss: 60100.9727 - mean_absolute_error: 206.9886 - val_loss: 105707.8552 - val_mean_absolute_error: 305.1609
Epoch 219/5000
148/148 [==============================] - 0s 27us/step - loss: 59532.7031 - mean_absolute_error: 205.9740 - val_loss: 104827.6621 - val_mean_absolute_error: 303.8332
Epoch 220/5000
148/148 [==============================] - 0s 34us/step - loss: 58960.4805 - mean_absolute_error: 204.9465 - val_loss: 103942.6702 - val_mean_absolute_error: 302.4914
Epoch 221/5000
148/148 [==============================] - 0s 34us/step - loss: 58385.6367 - mean_absolute_error: 203.9098 - val_loss: 103049.3550 - val_mean_absolute_error: 301.1298
Epoch 222/5000
148/148 [==============================] - 0s 41us/step - loss: 57805.6211 - mean_absolute_error: 202.8596 - val_loss: 102149.5106 - val_mean_absolute_error: 299.7510
Epoch 223/5000
148/148 [==============================] - 0s 27us/step - loss: 57221.9883 - mean_absolute_error: 201.7964 - val_loss: 101243.1285 - val_mean_absolute_error: 298.3548
Epoch 224/5000
148/148 [==============================] - 0s 27us/step - loss: 56634.7109 - mean_absolute_error: 200.7220 - val_loss: 100332.4258 - val_mean_absolute_error: 296.9442
Epoch 225/5000
148/148 [==============================] - 0s 34us/step - loss: 56045.0898 - mean_absolute_error: 199.6425 - val_loss: 99414.1075 - val_mean_absolute_error: 295.5157
Epoch 226/5000
148/148 [==============================] - 0s 27us/step - loss: 55450.5391 - mean_absolute_error: 198.5487 - val_loss: 98489.3125 - val_mean_absolute_error: 294.0786
Epoch 227/5000
148/148 [==============================] - 0s 41us/step - loss: 54852.8086 - mean_absolute_error: 197.4413 - val_loss: 97558.4925 - val_mean_absolute_error: 292.6237
Epoch 228/5000
148/148 [==============================] - 0s 27us/step - loss: 54252.2070 - mean_absolute_error: 196.3198 - val_loss: 96623.8717 - val_mean_absolute_error: 291.1542
Epoch 229/5000
148/148 [==============================] - 0s 27us/step - loss: 53649.7148 - mean_absolute_error: 195.1858 - val_loss: 95681.9312 - val_mean_absolute_error: 289.6643
Epoch 230/5000
148/148 [==============================] - 0s 34us/step - loss: 53043.2266 - mean_absolute_error: 194.0352 - val_loss: 94736.9108 - val_mean_absolute_error: 288.1601
Epoch 231/5000
148/148 [==============================] - 0s 34us/step - loss: 52435.3867 - mean_absolute_error: 192.8729 - val_loss: 93787.1565 - val_mean_absolute_error: 286.6437
Epoch 232/5000
148/148 [==============================] - 0s 27us/step - loss: 51825.2383 - mean_absolute_error: 191.6965 - val_loss: 92832.6590 - val_mean_absolute_error: 285.1199
Epoch 233/5000
148/148 [==============================] - 0s 27us/step - loss: 51212.9336 - mean_absolute_error: 190.5062 - val_loss: 91873.9783 - val_mean_absolute_error: 283.5794
Epoch 234/5000
148/148 [==============================] - 0s 27us/step - loss: 50598.7969 - mean_absolute_error: 189.3023 - val_loss: 90908.8142 - val_mean_absolute_error: 282.0185
Epoch 235/5000
148/148 [==============================] - 0s 34us/step - loss: 49981.4453 - mean_absolute_error: 188.0820 - val_loss: 89941.3231 - val_mean_absolute_error: 280.4430
Epoch 236/5000
148/148 [==============================] - 0s 27us/step - loss: 49363.5078 - mean_absolute_error: 186.8504 - val_loss: 88970.4250 - val_mean_absolute_error: 278.8527
Epoch 237/5000
148/148 [==============================] - 0s 41us/step - loss: 48743.7891 - mean_absolute_error: 185.6049 - val_loss: 87996.5840 - val_mean_absolute_error: 277.2512
Epoch 238/5000
148/148 [==============================] - 0s 34us/step - loss: 48122.6641 - mean_absolute_error: 184.3452 - val_loss: 87018.1371 - val_mean_absolute_error: 275.6305
Epoch 239/5000
148/148 [==============================] - 0s 34us/step - loss: 47499.1719 - mean_absolute_error: 183.0696 - val_loss: 86036.7642 - val_mean_absolute_error: 273.9931
Epoch 240/5000
148/148 [==============================] - 0s 27us/step - loss: 46874.5430 - mean_absolute_error: 181.7805 - val_loss: 85053.1163 - val_mean_absolute_error: 272.3396
Epoch 241/5000
148/148 [==============================] - 0s 34us/step - loss: 46249.1523 - mean_absolute_error: 180.4783 - val_loss: 84068.8206 - val_mean_absolute_error: 270.6728
Epoch 242/5000
148/148 [==============================] - 0s 27us/step - loss: 45624.5117 - mean_absolute_error: 179.1655 - val_loss: 83081.9017 - val_mean_absolute_error: 268.9891
Epoch 243/5000
148/148 [==============================] - 0s 27us/step - loss: 44999.5117 - mean_absolute_error: 177.8392 - val_loss: 82093.4942 - val_mean_absolute_error: 267.2896
Epoch 244/5000
148/148 [==============================] - 0s 41us/step - loss: 44374.2734 - mean_absolute_error: 176.4996 - val_loss: 81103.9415 - val_mean_absolute_error: 265.5745
Epoch 245/5000
148/148 [==============================] - 0s 34us/step - loss: 43749.0859 - mean_absolute_error: 175.1468 - val_loss: 80111.7785 - val_mean_absolute_error: 263.8411
Epoch 246/5000
148/148 [==============================] - 0s 34us/step - loss: 43123.0859 - mean_absolute_error: 173.7784 - val_loss: 79120.5819 - val_mean_absolute_error: 262.0954
Epoch 247/5000
148/148 [==============================] - 0s 27us/step - loss: 42498.9062 - mean_absolute_error: 172.3999 - val_loss: 78128.7883 - val_mean_absolute_error: 260.3341
Epoch 248/5000
148/148 [==============================] - 0s 47us/step - loss: 41875.4961 - mean_absolute_error: 171.0086 - val_loss: 77136.8313 - val_mean_absolute_error: 258.5714
Epoch 249/5000
148/148 [==============================] - 0s 34us/step - loss: 41253.1562 - mean_absolute_error: 169.6048 - val_loss: 76143.7713 - val_mean_absolute_error: 256.7963
Epoch 250/5000
148/148 [==============================] - 0s 27us/step - loss: 40631.0117 - mean_absolute_error: 168.2028 - val_loss: 75153.3235 - val_mean_absolute_error: 255.0101
Epoch 251/5000
148/148 [==============================] - 0s 34us/step - loss: 40011.7461 - mean_absolute_error: 166.8068 - val_loss: 74164.0656 - val_mean_absolute_error: 253.2101
Epoch 252/5000
148/148 [==============================] - 0s 27us/step - loss: 39394.3555 - mean_absolute_error: 165.3991 - val_loss: 73174.4621 - val_mean_absolute_error: 251.3930
Epoch 253/5000
148/148 [==============================] - 0s 41us/step - loss: 38778.0781 - mean_absolute_error: 163.9778 - val_loss: 72186.1129 - val_mean_absolute_error: 249.5615
Epoch 254/5000
148/148 [==============================] - 0s 34us/step - loss: 38164.3555 - mean_absolute_error: 162.5462 - val_loss: 71199.6465 - val_mean_absolute_error: 247.7164
Epoch 255/5000
148/148 [==============================] - 0s 27us/step - loss: 37553.2227 - mean_absolute_error: 161.1036 - val_loss: 70215.5954 - val_mean_absolute_error: 245.8582
Epoch 256/5000
148/148 [==============================] - 0s 27us/step - loss: 36945.0742 - mean_absolute_error: 159.6505 - val_loss: 69236.0908 - val_mean_absolute_error: 243.9925
Epoch 257/5000
148/148 [==============================] - 0s 34us/step - loss: 36341.2969 - mean_absolute_error: 158.1901 - val_loss: 68258.0075 - val_mean_absolute_error: 242.1117
Epoch 258/5000
148/148 [==============================] - 0s 41us/step - loss: 35739.9922 - mean_absolute_error: 156.7176 - val_loss: 67285.1192 - val_mean_absolute_error: 240.2223
Epoch 259/5000
148/148 [==============================] - 0s 27us/step - loss: 35143.5625 - mean_absolute_error: 155.2383 - val_loss: 66316.0297 - val_mean_absolute_error: 238.3214
Epoch 260/5000
148/148 [==============================] - 0s 34us/step - loss: 34551.0586 - mean_absolute_error: 153.7495 - val_loss: 65351.5408 - val_mean_absolute_error: 236.4099
Epoch 261/5000
148/148 [==============================] - 0s 34us/step - loss: 33962.7773 - mean_absolute_error: 152.2547 - val_loss: 64392.1242 - val_mean_absolute_error: 234.4886
Epoch 262/5000
148/148 [==============================] - 0s 41us/step - loss: 33378.8125 - mean_absolute_error: 150.7664 - val_loss: 63436.3300 - val_mean_absolute_error: 232.5544
Epoch 263/5000
148/148 [==============================] - 0s 34us/step - loss: 32798.6484 - mean_absolute_error: 149.2771 - val_loss: 62487.7012 - val_mean_absolute_error: 230.6141
Epoch 264/5000
148/148 [==============================] - 0s 34us/step - loss: 32224.6191 - mean_absolute_error: 147.7877 - val_loss: 61545.0671 - val_mean_absolute_error: 228.6647
Epoch 265/5000
148/148 [==============================] - 0s 34us/step - loss: 31656.0469 - mean_absolute_error: 146.2907 - val_loss: 60608.5675 - val_mean_absolute_error: 226.7068
Epoch 266/5000
148/148 [==============================] - 0s 34us/step - loss: 31093.0781 - mean_absolute_error: 144.7867 - val_loss: 59677.2286 - val_mean_absolute_error: 224.7378
Epoch 267/5000
148/148 [==============================] - 0s 27us/step - loss: 30534.3945 - mean_absolute_error: 143.2727 - val_loss: 58754.4636 - val_mean_absolute_error: 222.7863
Epoch 268/5000
148/148 [==============================] - 0s 41us/step - loss: 29982.7324 - mean_absolute_error: 141.7549 - val_loss: 57839.2516 - val_mean_absolute_error: 220.8290
Epoch 269/5000
148/148 [==============================] - 0s 34us/step - loss: 29437.4766 - mean_absolute_error: 140.2318 - val_loss: 56931.8291 - val_mean_absolute_error: 218.8954
Epoch 270/5000
148/148 [==============================] - 0s 27us/step - loss: 28898.9082 - mean_absolute_error: 138.7205 - val_loss: 56032.5667 - val_mean_absolute_error: 216.9613
Epoch 271/5000
148/148 [==============================] - 0s 27us/step - loss: 28367.0781 - mean_absolute_error: 137.2099 - val_loss: 55140.3712 - val_mean_absolute_error: 215.0197
Epoch 272/5000
148/148 [==============================] - 0s 41us/step - loss: 27841.5938 - mean_absolute_error: 135.6929 - val_loss: 54257.1415 - val_mean_absolute_error: 213.0745
Epoch 273/5000
148/148 [==============================] - 0s 27us/step - loss: 27323.5195 - mean_absolute_error: 134.1725 - val_loss: 53383.3182 - val_mean_absolute_error: 211.1266
Epoch 274/5000
148/148 [==============================] - 0s 34us/step - loss: 26812.8711 - mean_absolute_error: 132.6485 - val_loss: 52520.0750 - val_mean_absolute_error: 209.1788
Epoch 275/5000
148/148 [==============================] - 0s 34us/step - loss: 26310.6680 - mean_absolute_error: 131.1243 - val_loss: 51664.9668 - val_mean_absolute_error: 207.2255
Epoch 276/5000
148/148 [==============================] - 0s 27us/step - loss: 25815.3574 - mean_absolute_error: 129.5953 - val_loss: 50819.6847 - val_mean_absolute_error: 205.2708
Epoch 277/5000
148/148 [==============================] - 0s 34us/step - loss: 25327.7891 - mean_absolute_error: 128.0640 - val_loss: 49984.8833 - val_mean_absolute_error: 203.3157
Epoch 278/5000
148/148 [==============================] - 0s 27us/step - loss: 24848.5020 - mean_absolute_error: 126.5320 - val_loss: 49162.0457 - val_mean_absolute_error: 201.3639
Epoch 279/5000
148/148 [==============================] - 0s 41us/step - loss: 24378.3750 - mean_absolute_error: 125.0311 - val_loss: 48349.9336 - val_mean_absolute_error: 199.4128
Epoch 280/5000
148/148 [==============================] - 0s 34us/step - loss: 23916.6758 - mean_absolute_error: 123.5376 - val_loss: 47549.0281 - val_mean_absolute_error: 197.4636
Epoch 281/5000
148/148 [==============================] - 0s 27us/step - loss: 23463.6895 - mean_absolute_error: 122.0449 - val_loss: 46758.3430 - val_mean_absolute_error: 195.5141
Epoch 282/5000
148/148 [==============================] - 0s 27us/step - loss: 23018.9141 - mean_absolute_error: 120.5514 - val_loss: 45979.3222 - val_mean_absolute_error: 193.5677
Epoch 283/5000
148/148 [==============================] - 0s 34us/step - loss: 22583.1836 - mean_absolute_error: 119.0602 - val_loss: 45213.2509 - val_mean_absolute_error: 191.6424
Epoch 284/5000
148/148 [==============================] - 0s 27us/step - loss: 22157.2344 - mean_absolute_error: 117.5873 - val_loss: 44457.9048 - val_mean_absolute_error: 189.7391
Epoch 285/5000
148/148 [==============================] - 0s 34us/step - loss: 21739.8066 - mean_absolute_error: 116.1517 - val_loss: 43715.8531 - val_mean_absolute_error: 187.8439
Epoch 286/5000
148/148 [==============================] - 0s 34us/step - loss: 21332.2695 - mean_absolute_error: 114.7231 - val_loss: 42985.7473 - val_mean_absolute_error: 185.9540
Epoch 287/5000
148/148 [==============================] - 0s 34us/step - loss: 20934.1270 - mean_absolute_error: 113.2987 - val_loss: 42268.3086 - val_mean_absolute_error: 184.0713
Epoch 288/5000
148/148 [==============================] - 0s 27us/step - loss: 20545.3574 - mean_absolute_error: 111.8903 - val_loss: 41563.8121 - val_mean_absolute_error: 182.1967
Epoch 289/5000
148/148 [==============================] - 0s 34us/step - loss: 20166.1191 - mean_absolute_error: 110.5730 - val_loss: 40871.3487 - val_mean_absolute_error: 180.3282
Epoch 290/5000
148/148 [==============================] - 0s 34us/step - loss: 19795.9395 - mean_absolute_error: 109.2871 - val_loss: 40193.2823 - val_mean_absolute_error: 178.4819
Epoch 291/5000
148/148 [==============================] - 0s 34us/step - loss: 19435.8008 - mean_absolute_error: 108.0490 - val_loss: 39528.5676 - val_mean_absolute_error: 176.6655
Epoch 292/5000
148/148 [==============================] - 0s 34us/step - loss: 19085.0918 - mean_absolute_error: 106.8159 - val_loss: 38877.1652 - val_mean_absolute_error: 174.8598
Epoch 293/5000
148/148 [==============================] - 0s 27us/step - loss: 18743.8906 - mean_absolute_error: 105.5886 - val_loss: 38239.3379 - val_mean_absolute_error: 173.0659
Epoch 294/5000
148/148 [==============================] - 0s 34us/step - loss: 18412.3086 - mean_absolute_error: 104.3685 - val_loss: 37614.8318 - val_mean_absolute_error: 171.2837
Epoch 295/5000
148/148 [==============================] - 0s 41us/step - loss: 18090.1680 - mean_absolute_error: 103.1553 - val_loss: 37003.6450 - val_mean_absolute_error: 169.5140
Epoch 296/5000
148/148 [==============================] - 0s 27us/step - loss: 17777.3008 - mean_absolute_error: 101.9639 - val_loss: 36405.1355 - val_mean_absolute_error: 167.7858
Epoch 297/5000
148/148 [==============================] - 0s 34us/step - loss: 17473.3711 - mean_absolute_error: 100.7971 - val_loss: 35820.8276 - val_mean_absolute_error: 166.0790
Epoch 298/5000
148/148 [==============================] - 0s 34us/step - loss: 17179.3145 - mean_absolute_error: 99.6403 - val_loss: 35249.8964 - val_mean_absolute_error: 164.3867
Epoch 299/5000
148/148 [==============================] - 0s 27us/step - loss: 16894.6445 - mean_absolute_error: 98.4925 - val_loss: 34692.5625 - val_mean_absolute_error: 162.7103
Epoch 300/5000
148/148 [==============================] - 0s 41us/step - loss: 16619.2754 - mean_absolute_error: 97.3774 - val_loss: 34148.7566 - val_mean_absolute_error: 161.0501
Epoch 301/5000
148/148 [==============================] - 0s 27us/step - loss: 16353.0977 - mean_absolute_error: 96.3292 - val_loss: 33618.1059 - val_mean_absolute_error: 159.4064
Epoch 302/5000
148/148 [==============================] - 0s 34us/step - loss: 16095.8730 - mean_absolute_error: 95.3316 - val_loss: 33100.7411 - val_mean_absolute_error: 157.8027
Epoch 303/5000
148/148 [==============================] - 0s 34us/step - loss: 15847.4492 - mean_absolute_error: 94.3906 - val_loss: 32595.7029 - val_mean_absolute_error: 156.2331
Epoch 304/5000
148/148 [==============================] - 0s 27us/step - loss: 15607.3955 - mean_absolute_error: 93.4587 - val_loss: 32103.9530 - val_mean_absolute_error: 154.7082
Epoch 305/5000
148/148 [==============================] - 0s 27us/step - loss: 15375.9902 - mean_absolute_error: 92.5360 - val_loss: 31625.8073 - val_mean_absolute_error: 153.2053
Epoch 306/5000
148/148 [==============================] - 0s 27us/step - loss: 15153.3867 - mean_absolute_error: 91.6245 - val_loss: 31159.9730 - val_mean_absolute_error: 151.7198
Epoch 307/5000
148/148 [==============================] - 0s 27us/step - loss: 14938.8408 - mean_absolute_error: 90.7735 - val_loss: 30707.7352 - val_mean_absolute_error: 150.2566
Epoch 308/5000
148/148 [==============================] - 0s 27us/step - loss: 14732.7148 - mean_absolute_error: 89.9631 - val_loss: 30268.2989 - val_mean_absolute_error: 148.8280
Epoch 309/5000
148/148 [==============================] - 0s 34us/step - loss: 14534.5371 - mean_absolute_error: 89.1825 - val_loss: 29841.5929 - val_mean_absolute_error: 147.4334
Epoch 310/5000
148/148 [==============================] - 0s 27us/step - loss: 14344.1523 - mean_absolute_error: 88.4316 - val_loss: 29427.4217 - val_mean_absolute_error: 146.0607
Epoch 311/5000
148/148 [==============================] - 0s 34us/step - loss: 14161.3643 - mean_absolute_error: 87.7009 - val_loss: 29025.2857 - val_mean_absolute_error: 144.7091
Epoch 312/5000
148/148 [==============================] - 0s 34us/step - loss: 13985.9756 - mean_absolute_error: 86.9808 - val_loss: 28634.9781 - val_mean_absolute_error: 143.4033
Epoch 313/5000
148/148 [==============================] - 0s 34us/step - loss: 13817.7344 - mean_absolute_error: 86.2710 - val_loss: 28256.4796 - val_mean_absolute_error: 142.1273
Epoch 314/5000
148/148 [==============================] - 0s 34us/step - loss: 13656.4326 - mean_absolute_error: 85.5720 - val_loss: 27889.6178 - val_mean_absolute_error: 140.8734
Epoch 315/5000
148/148 [==============================] - 0s 34us/step - loss: 13501.6562 - mean_absolute_error: 84.8837 - val_loss: 27533.9471 - val_mean_absolute_error: 139.6418
Epoch 316/5000
148/148 [==============================] - 0s 27us/step - loss: 13353.2695 - mean_absolute_error: 84.2060 - val_loss: 27189.1364 - val_mean_absolute_error: 138.4420
Epoch 317/5000
148/148 [==============================] - 0s 34us/step - loss: 13211.1045 - mean_absolute_error: 83.5450 - val_loss: 26855.2082 - val_mean_absolute_error: 137.2862
Epoch 318/5000
148/148 [==============================] - 0s 27us/step - loss: 13074.9463 - mean_absolute_error: 82.9221 - val_loss: 26531.9452 - val_mean_absolute_error: 136.1658
Epoch 319/5000
148/148 [==============================] - 0s 41us/step - loss: 12944.5312 - mean_absolute_error: 82.3095 - val_loss: 26219.0768 - val_mean_absolute_error: 135.0848
Epoch 320/5000
148/148 [==============================] - 0s 41us/step - loss: 12819.7217 - mean_absolute_error: 81.7080 - val_loss: 25916.4415 - val_mean_absolute_error: 134.0487
Epoch 321/5000
148/148 [==============================] - 0s 27us/step - loss: 12700.3154 - mean_absolute_error: 81.1221 - val_loss: 25623.7851 - val_mean_absolute_error: 133.0609
Epoch 322/5000
148/148 [==============================] - 0s 34us/step - loss: 12586.0312 - mean_absolute_error: 80.5588 - val_loss: 25340.8492 - val_mean_absolute_error: 132.1153
Epoch 323/5000
148/148 [==============================] - 0s 27us/step - loss: 12476.5107 - mean_absolute_error: 80.0347 - val_loss: 25067.0039 - val_mean_absolute_error: 131.2070
Epoch 324/5000
148/148 [==============================] - 0s 27us/step - loss: 12371.5977 - mean_absolute_error: 79.5199 - val_loss: 24802.1364 - val_mean_absolute_error: 130.3179
Epoch 325/5000
148/148 [==============================] - 0s 41us/step - loss: 12271.1328 - mean_absolute_error: 79.0152 - val_loss: 24544.8727 - val_mean_absolute_error: 129.4459
Epoch 326/5000
148/148 [==============================] - 0s 34us/step - loss: 12174.7021 - mean_absolute_error: 78.5281 - val_loss: 24295.8091 - val_mean_absolute_error: 128.5923
Epoch 327/5000
148/148 [==============================] - 0s 27us/step - loss: 12082.2158 - mean_absolute_error: 78.0537 - val_loss: 24055.2074 - val_mean_absolute_error: 127.7585
Epoch 328/5000
148/148 [==============================] - 0s 34us/step - loss: 11993.6904 - mean_absolute_error: 77.6001 - val_loss: 23822.2933 - val_mean_absolute_error: 126.9423
Epoch 329/5000
148/148 [==============================] - 0s 34us/step - loss: 11908.7373 - mean_absolute_error: 77.1597 - val_loss: 23597.4761 - val_mean_absolute_error: 126.1477
Epoch 330/5000
148/148 [==============================] - 0s 34us/step - loss: 11827.4375 - mean_absolute_error: 76.7426 - val_loss: 23380.2161 - val_mean_absolute_error: 125.3975
Epoch 331/5000
148/148 [==============================] - 0s 34us/step - loss: 11749.5586 - mean_absolute_error: 76.3599 - val_loss: 23170.1458 - val_mean_absolute_error: 124.6690
Epoch 332/5000
148/148 [==============================] - 0s 27us/step - loss: 11674.9121 - mean_absolute_error: 75.9854 - val_loss: 22966.9485 - val_mean_absolute_error: 123.9577
Epoch 333/5000
148/148 [==============================] - 0s 27us/step - loss: 11603.2715 - mean_absolute_error: 75.6185 - val_loss: 22770.1561 - val_mean_absolute_error: 123.2812
Epoch 334/5000
148/148 [==============================] - 0s 47us/step - loss: 11534.3750 - mean_absolute_error: 75.2590 - val_loss: 22580.0581 - val_mean_absolute_error: 122.6237
Epoch 335/5000
148/148 [==============================] - 0s 27us/step - loss: 11468.2900 - mean_absolute_error: 74.9079 - val_loss: 22396.1406 - val_mean_absolute_error: 121.9849
Epoch 336/5000
148/148 [==============================] - 0s 27us/step - loss: 11404.7148 - mean_absolute_error: 74.5802 - val_loss: 22218.3720 - val_mean_absolute_error: 121.3621
Epoch 337/5000
148/148 [==============================] - 0s 41us/step - loss: 11343.5371 - mean_absolute_error: 74.2614 - val_loss: 22046.7583 - val_mean_absolute_error: 120.7559
Epoch 338/5000
148/148 [==============================] - 0s 27us/step - loss: 11284.5840 - mean_absolute_error: 73.9497 - val_loss: 21880.9575 - val_mean_absolute_error: 120.1656
Epoch 339/5000
148/148 [==============================] - 0s 34us/step - loss: 11227.7988 - mean_absolute_error: 73.6515 - val_loss: 21720.5524 - val_mean_absolute_error: 119.5902
Epoch 340/5000
148/148 [==============================] - 0s 34us/step - loss: 11173.0000 - mean_absolute_error: 73.3734 - val_loss: 21565.6767 - val_mean_absolute_error: 119.0375
Epoch 341/5000
148/148 [==============================] - 0s 41us/step - loss: 11120.2158 - mean_absolute_error: 73.1239 - val_loss: 21415.6843 - val_mean_absolute_error: 118.4992
Epoch 342/5000
148/148 [==============================] - 0s 34us/step - loss: 11069.2256 - mean_absolute_error: 72.8837 - val_loss: 21270.9012 - val_mean_absolute_error: 117.9763
Epoch 343/5000
148/148 [==============================] - 0s 34us/step - loss: 11020.0342 - mean_absolute_error: 72.6675 - val_loss: 21130.7919 - val_mean_absolute_error: 117.4671
Epoch 344/5000
148/148 [==============================] - 0s 27us/step - loss: 10972.4238 - mean_absolute_error: 72.4564 - val_loss: 20995.5148 - val_mean_absolute_error: 116.9842
Epoch 345/5000
148/148 [==============================] - 0s 40us/step - loss: 10926.4287 - mean_absolute_error: 72.2685 - val_loss: 20864.6265 - val_mean_absolute_error: 116.5244
Epoch 346/5000
148/148 [==============================] - 0s 27us/step - loss: 10881.8965 - mean_absolute_error: 72.1008 - val_loss: 20737.9433 - val_mean_absolute_error: 116.0838
Epoch 347/5000
148/148 [==============================] - 0s 27us/step - loss: 10838.7080 - mean_absolute_error: 71.9426 - val_loss: 20615.3886 - val_mean_absolute_error: 115.6634
Epoch 348/5000
148/148 [==============================] - 0s 34us/step - loss: 10796.7480 - mean_absolute_error: 71.7906 - val_loss: 20496.6966 - val_mean_absolute_error: 115.2549
Epoch 349/5000
148/148 [==============================] - 0s 34us/step - loss: 10755.9785 - mean_absolute_error: 71.6407 - val_loss: 20381.7626 - val_mean_absolute_error: 114.8580
Epoch 350/5000
148/148 [==============================] - 0s 27us/step - loss: 10716.3252 - mean_absolute_error: 71.4929 - val_loss: 20270.3416 - val_mean_absolute_error: 114.4721
Epoch 351/5000
148/148 [==============================] - 0s 34us/step - loss: 10677.7314 - mean_absolute_error: 71.3479 - val_loss: 20162.4385 - val_mean_absolute_error: 114.0974
Epoch 352/5000
148/148 [==============================] - 0s 27us/step - loss: 10640.1787 - mean_absolute_error: 71.2171 - val_loss: 20057.9724 - val_mean_absolute_error: 113.7336
Epoch 353/5000
148/148 [==============================] - 0s 27us/step - loss: 10603.5391 - mean_absolute_error: 71.0881 - val_loss: 19956.7644 - val_mean_absolute_error: 113.3800
Epoch 354/5000
148/148 [==============================] - 0s 34us/step - loss: 10567.8135 - mean_absolute_error: 70.9639 - val_loss: 19858.8251 - val_mean_absolute_error: 113.0372
Epoch 355/5000
148/148 [==============================] - 0s 34us/step - loss: 10533.0723 - mean_absolute_error: 70.8547 - val_loss: 19763.7867 - val_mean_absolute_error: 112.7035
Epoch 356/5000
148/148 [==============================] - 0s 27us/step - loss: 10499.2256 - mean_absolute_error: 70.7476 - val_loss: 19671.7214 - val_mean_absolute_error: 112.3846
Epoch 357/5000
148/148 [==============================] - 0s 27us/step - loss: 10466.2080 - mean_absolute_error: 70.6419 - val_loss: 19582.4402 - val_mean_absolute_error: 112.0850
Epoch 358/5000
148/148 [==============================] - 0s 34us/step - loss: 10433.9219 - mean_absolute_error: 70.5372 - val_loss: 19495.8179 - val_mean_absolute_error: 111.7973
Epoch 359/5000
148/148 [==============================] - 0s 27us/step - loss: 10402.4287 - mean_absolute_error: 70.4341 - val_loss: 19411.7364 - val_mean_absolute_error: 111.5220
Epoch 360/5000
148/148 [==============================] - 0s 47us/step - loss: 10371.6201 - mean_absolute_error: 70.3322 - val_loss: 19330.0806 - val_mean_absolute_error: 111.2543
Epoch 361/5000
148/148 [==============================] - 0s 41us/step - loss: 10341.4971 - mean_absolute_error: 70.2316 - val_loss: 19250.7388 - val_mean_absolute_error: 110.9937
Epoch 362/5000
148/148 [==============================] - 0s 47us/step - loss: 10312.0508 - mean_absolute_error: 70.1325 - val_loss: 19173.5256 - val_mean_absolute_error: 110.7398
Epoch 363/5000
148/148 [==============================] - 0s 34us/step - loss: 10283.1602 - mean_absolute_error: 70.0431 - val_loss: 19098.5165 - val_mean_absolute_error: 110.4926
Epoch 364/5000
148/148 [==============================] - 0s 27us/step - loss: 10254.8662 - mean_absolute_error: 69.9621 - val_loss: 19025.3667 - val_mean_absolute_error: 110.2508
Epoch 365/5000
148/148 [==============================] - 0s 27us/step - loss: 10227.1250 - mean_absolute_error: 69.8822 - val_loss: 18954.1754 - val_mean_absolute_error: 110.0152
Epoch 366/5000
148/148 [==============================] - 0s 34us/step - loss: 10199.9521 - mean_absolute_error: 69.8071 - val_loss: 18884.8349 - val_mean_absolute_error: 109.7855
Epoch 367/5000
148/148 [==============================] - 0s 34us/step - loss: 10173.2695 - mean_absolute_error: 69.7361 - val_loss: 18817.2314 - val_mean_absolute_error: 109.5613
Epoch 368/5000
148/148 [==============================] - 0s 27us/step - loss: 10147.0137 - mean_absolute_error: 69.6652 - val_loss: 18751.2283 - val_mean_absolute_error: 109.3423
Epoch 369/5000
148/148 [==============================] - 0s 34us/step - loss: 10121.2031 - mean_absolute_error: 69.5947 - val_loss: 18686.7633 - val_mean_absolute_error: 109.1282
Epoch 370/5000
148/148 [==============================] - 0s 41us/step - loss: 10095.7754 - mean_absolute_error: 69.5247 - val_loss: 18623.7012 - val_mean_absolute_error: 108.9185
Epoch 371/5000
148/148 [==============================] - 0s 34us/step - loss: 10070.6816 - mean_absolute_error: 69.4550 - val_loss: 18562.1050 - val_mean_absolute_error: 108.7134
Epoch 372/5000
148/148 [==============================] - 0s 20us/step - loss: 10045.9326 - mean_absolute_error: 69.3857 - val_loss: 18501.8426 - val_mean_absolute_error: 108.5126
Epoch 373/5000
148/148 [==============================] - 0s 34us/step - loss: 10021.4971 - mean_absolute_error: 69.3195 - val_loss: 18442.8219 - val_mean_absolute_error: 108.3159
Epoch 374/5000
148/148 [==============================] - 0s 34us/step - loss: 9997.4033 - mean_absolute_error: 69.2560 - val_loss: 18385.1174 - val_mean_absolute_error: 108.1233
Epoch 375/5000
148/148 [==============================] - 0s 41us/step - loss: 9973.7090 - mean_absolute_error: 69.1933 - val_loss: 18328.6267 - val_mean_absolute_error: 107.9345
Epoch 376/5000
148/148 [==============================] - 0s 34us/step - loss: 9950.3516 - mean_absolute_error: 69.1313 - val_loss: 18273.2192 - val_mean_absolute_error: 107.7490
Epoch 377/5000
148/148 [==============================] - 0s 34us/step - loss: 9927.3301 - mean_absolute_error: 69.0699 - val_loss: 18218.9840 - val_mean_absolute_error: 107.5678
Epoch 378/5000
148/148 [==============================] - 0s 27us/step - loss: 9904.6309 - mean_absolute_error: 69.0094 - val_loss: 18165.6057 - val_mean_absolute_error: 107.3908
Epoch 379/5000
148/148 [==============================] - 0s 34us/step - loss: 9882.0273 - mean_absolute_error: 68.9487 - val_loss: 18113.1570 - val_mean_absolute_error: 107.2166
Epoch 380/5000
148/148 [==============================] - 0s 34us/step - loss: 9859.7207 - mean_absolute_error: 68.8885 - val_loss: 18061.6508 - val_mean_absolute_error: 107.0454
Epoch 381/5000
148/148 [==============================] - 0s 27us/step - loss: 9837.6885 - mean_absolute_error: 68.8287 - val_loss: 18010.9234 - val_mean_absolute_error: 106.8765
Epoch 382/5000
148/148 [==============================] - 0s 41us/step - loss: 9815.8916 - mean_absolute_error: 68.7690 - val_loss: 17961.0654 - val_mean_absolute_error: 106.7102
Epoch 383/5000
148/148 [==============================] - 0s 27us/step - loss: 9794.3262 - mean_absolute_error: 68.7095 - val_loss: 17911.9791 - val_mean_absolute_error: 106.5460
Epoch 384/5000
148/148 [==============================] - 0s 34us/step - loss: 9772.9629 - mean_absolute_error: 68.6502 - val_loss: 17863.6741 - val_mean_absolute_error: 106.3839
Epoch 385/5000
148/148 [==============================] - 0s 27us/step - loss: 9751.8203 - mean_absolute_error: 68.5911 - val_loss: 17816.1874 - val_mean_absolute_error: 106.2272
Epoch 386/5000
148/148 [==============================] - 0s 34us/step - loss: 9730.9160 - mean_absolute_error: 68.5322 - val_loss: 17769.5302 - val_mean_absolute_error: 106.0797
Epoch 387/5000
148/148 [==============================] - 0s 34us/step - loss: 9710.2432 - mean_absolute_error: 68.4738 - val_loss: 17723.5633 - val_mean_absolute_error: 105.9378
Epoch 388/5000
148/148 [==============================] - 0s 736us/step - loss: 9689.8438 - mean_absolute_error: 68.4161 - val_loss: 17678.1317 - val_mean_absolute_error: 105.7971
Epoch 389/5000
148/148 [==============================] - 0s 27us/step - loss: 9669.6514 - mean_absolute_error: 68.3589 - val_loss: 17633.3336 - val_mean_absolute_error: 105.6579
Epoch 390/5000
148/148 [==============================] - 0s 27us/step - loss: 9649.6670 - mean_absolute_error: 68.3021 - val_loss: 17589.1192 - val_mean_absolute_error: 105.5216
Epoch 391/5000
148/148 [==============================] - 0s 27us/step - loss: 9629.8643 - mean_absolute_error: 68.2457 - val_loss: 17545.4682 - val_mean_absolute_error: 105.3866
Epoch 392/5000
148/148 [==============================] - 0s 41us/step - loss: 9610.3281 - mean_absolute_error: 68.1903 - val_loss: 17502.4125 - val_mean_absolute_error: 105.2530
Epoch 393/5000
148/148 [==============================] - 0s 27us/step - loss: 9591.0039 - mean_absolute_error: 68.1353 - val_loss: 17459.8614 - val_mean_absolute_error: 105.1205
Epoch 394/5000
148/148 [==============================] - 0s 27us/step - loss: 9571.8477 - mean_absolute_error: 68.0806 - val_loss: 17417.8370 - val_mean_absolute_error: 104.9891
Epoch 395/5000
148/148 [==============================] - 0s 41us/step - loss: 9552.8662 - mean_absolute_error: 68.0263 - val_loss: 17376.1109 - val_mean_absolute_error: 104.8582
Epoch 396/5000
148/148 [==============================] - 0s 27us/step - loss: 9534.0879 - mean_absolute_error: 67.9724 - val_loss: 17334.8150 - val_mean_absolute_error: 104.7278
Epoch 397/5000
148/148 [==============================] - 0s 27us/step - loss: 9515.4873 - mean_absolute_error: 67.9190 - val_loss: 17294.0118 - val_mean_absolute_error: 104.5984
Epoch 398/5000
148/148 [==============================] - 0s 27us/step - loss: 9497.0869 - mean_absolute_error: 67.8658 - val_loss: 17253.6223 - val_mean_absolute_error: 104.4697
Epoch 399/5000
148/148 [==============================] - 0s 34us/step - loss: 9478.8926 - mean_absolute_error: 67.8134 - val_loss: 17213.6093 - val_mean_absolute_error: 104.3414
Epoch 400/5000
148/148 [==============================] - 0s 27us/step - loss: 9460.8740 - mean_absolute_error: 67.7616 - val_loss: 17173.9280 - val_mean_absolute_error: 104.2161
Epoch 401/5000
148/148 [==============================] - 0s 41us/step - loss: 9442.9775 - mean_absolute_error: 67.7098 - val_loss: 17134.5884 - val_mean_absolute_error: 104.0925
Epoch 402/5000
148/148 [==============================] - 0s 27us/step - loss: 9425.2236 - mean_absolute_error: 67.6583 - val_loss: 17095.6459 - val_mean_absolute_error: 103.9709
Epoch 403/5000
148/148 [==============================] - 0s 41us/step - loss: 9407.6865 - mean_absolute_error: 67.6074 - val_loss: 17057.0269 - val_mean_absolute_error: 103.8508
Epoch 404/5000
148/148 [==============================] - 0s 41us/step - loss: 9390.2715 - mean_absolute_error: 67.5569 - val_loss: 17018.7874 - val_mean_absolute_error: 103.7311
Epoch 405/5000
148/148 [==============================] - 0s 47us/step - loss: 9373.0098 - mean_absolute_error: 67.5068 - val_loss: 16980.7996 - val_mean_absolute_error: 103.6117
Epoch 406/5000
148/148 [==============================] - 0s 34us/step - loss: 9355.8711 - mean_absolute_error: 67.4579 - val_loss: 16943.1266 - val_mean_absolute_error: 103.4929
Epoch 407/5000
148/148 [==============================] - 0s 41us/step - loss: 9338.8613 - mean_absolute_error: 67.4113 - val_loss: 16905.7699 - val_mean_absolute_error: 103.3745
Epoch 408/5000
148/148 [==============================] - 0s 41us/step - loss: 9321.9912 - mean_absolute_error: 67.3649 - val_loss: 16868.7053 - val_mean_absolute_error: 103.2566
Epoch 409/5000
148/148 [==============================] - 0s 41us/step - loss: 9305.2393 - mean_absolute_error: 67.3195 - val_loss: 16831.8751 - val_mean_absolute_error: 103.1392
Epoch 410/5000
148/148 [==============================] - 0s 41us/step - loss: 9288.5859 - mean_absolute_error: 67.2743 - val_loss: 16795.2127 - val_mean_absolute_error: 103.0218
Epoch 411/5000
148/148 [==============================] - 0s 34us/step - loss: 9272.0605 - mean_absolute_error: 67.2292 - val_loss: 16758.6808 - val_mean_absolute_error: 102.9043
Epoch 412/5000
148/148 [==============================] - 0s 41us/step - loss: 9255.6094 - mean_absolute_error: 67.1839 - val_loss: 16722.4286 - val_mean_absolute_error: 102.7871
Epoch 413/5000
148/148 [==============================] - 0s 34us/step - loss: 9239.2559 - mean_absolute_error: 67.1387 - val_loss: 16686.4528 - val_mean_absolute_error: 102.6706
Epoch 414/5000
148/148 [==============================] - 0s 27us/step - loss: 9223.0176 - mean_absolute_error: 67.0936 - val_loss: 16650.6947 - val_mean_absolute_error: 102.5544
Epoch 415/5000
148/148 [==============================] - 0s 34us/step - loss: 9206.9014 - mean_absolute_error: 67.0505 - val_loss: 16615.1637 - val_mean_absolute_error: 102.4386
Epoch 416/5000
148/148 [==============================] - 0s 27us/step - loss: 9190.8857 - mean_absolute_error: 67.0075 - val_loss: 16579.8862 - val_mean_absolute_error: 102.3234
Epoch 417/5000
148/148 [==============================] - 0s 27us/step - loss: 9174.9688 - mean_absolute_error: 66.9652 - val_loss: 16544.9035 - val_mean_absolute_error: 102.2085
Epoch 418/5000
148/148 [==============================] - 0s 41us/step - loss: 9159.1543 - mean_absolute_error: 66.9255 - val_loss: 16510.1745 - val_mean_absolute_error: 102.0941
Epoch 419/5000
148/148 [==============================] - 0s 27us/step - loss: 9143.4219 - mean_absolute_error: 66.8857 - val_loss: 16475.7016 - val_mean_absolute_error: 101.9802
Epoch 420/5000
148/148 [==============================] - 0s 27us/step - loss: 9127.7705 - mean_absolute_error: 66.8458 - val_loss: 16441.4586 - val_mean_absolute_error: 101.8666
Epoch 421/5000
148/148 [==============================] - 0s 34us/step - loss: 9112.2295 - mean_absolute_error: 66.8062 - val_loss: 16407.2643 - val_mean_absolute_error: 101.7528
Epoch 422/5000
148/148 [==============================] - 0s 27us/step - loss: 9096.7646 - mean_absolute_error: 66.7664 - val_loss: 16373.2303 - val_mean_absolute_error: 101.6390
Epoch 423/5000
148/148 [==============================] - 0s 41us/step - loss: 9081.3701 - mean_absolute_error: 66.7266 - val_loss: 16339.4546 - val_mean_absolute_error: 101.5258
Epoch 424/5000
148/148 [==============================] - 0s 34us/step - loss: 9066.0771 - mean_absolute_error: 66.6868 - val_loss: 16305.8370 - val_mean_absolute_error: 101.4128
Epoch 425/5000
148/148 [==============================] - 0s 34us/step - loss: 9050.8643 - mean_absolute_error: 66.6471 - val_loss: 16272.4083 - val_mean_absolute_error: 101.3004
Epoch 426/5000
148/148 [==============================] - 0s 27us/step - loss: 9035.7295 - mean_absolute_error: 66.6074 - val_loss: 16239.0722 - val_mean_absolute_error: 101.1892
Epoch 427/5000
148/148 [==============================] - 0s 27us/step - loss: 9020.6602 - mean_absolute_error: 66.5678 - val_loss: 16205.9161 - val_mean_absolute_error: 101.0829
Epoch 428/5000
148/148 [==============================] - 0s 34us/step - loss: 9005.6523 - mean_absolute_error: 66.5282 - val_loss: 16173.0482 - val_mean_absolute_error: 100.9774
Epoch 429/5000
148/148 [==============================] - 0s 27us/step - loss: 8990.7041 - mean_absolute_error: 66.4884 - val_loss: 16140.3921 - val_mean_absolute_error: 100.8723
Epoch 430/5000
148/148 [==============================] - 0s 34us/step - loss: 8975.8057 - mean_absolute_error: 66.4483 - val_loss: 16107.9343 - val_mean_absolute_error: 100.7674
Epoch 431/5000
148/148 [==============================] - 0s 34us/step - loss: 8960.9717 - mean_absolute_error: 66.4082 - val_loss: 16075.7297 - val_mean_absolute_error: 100.6629
Epoch 432/5000
148/148 [==============================] - 0s 20us/step - loss: 8946.2168 - mean_absolute_error: 66.3679 - val_loss: 16043.7443 - val_mean_absolute_error: 100.5599
Epoch 433/5000
148/148 [==============================] - 0s 34us/step - loss: 8931.5234 - mean_absolute_error: 66.3275 - val_loss: 16011.8533 - val_mean_absolute_error: 100.4584
Epoch 434/5000
148/148 [==============================] - 0s 34us/step - loss: 8916.9180 - mean_absolute_error: 66.2872 - val_loss: 15980.1108 - val_mean_absolute_error: 100.3616
Epoch 435/5000
148/148 [==============================] - 0s 34us/step - loss: 8902.4004 - mean_absolute_error: 66.2470 - val_loss: 15948.2808 - val_mean_absolute_error: 100.2645
Epoch 436/5000
148/148 [==============================] - 0s 34us/step - loss: 8887.9678 - mean_absolute_error: 66.2103 - val_loss: 15916.6137 - val_mean_absolute_error: 100.1675
Epoch 437/5000
148/148 [==============================] - 0s 41us/step - loss: 8873.6035 - mean_absolute_error: 66.1736 - val_loss: 15885.1735 - val_mean_absolute_error: 100.0709
Epoch 438/5000
148/148 [==============================] - 0s 27us/step - loss: 8859.3633 - mean_absolute_error: 66.1369 - val_loss: 15853.8640 - val_mean_absolute_error: 99.9743
Epoch 439/5000
148/148 [==============================] - 0s 27us/step - loss: 8845.2168 - mean_absolute_error: 66.1006 - val_loss: 15822.7815 - val_mean_absolute_error: 99.8782
Epoch 440/5000
148/148 [==============================] - 0s 20us/step - loss: 8831.1367 - mean_absolute_error: 66.0644 - val_loss: 15791.8546 - val_mean_absolute_error: 99.7821
Epoch 441/5000
148/148 [==============================] - 0s 27us/step - loss: 8817.1084 - mean_absolute_error: 66.0282 - val_loss: 15761.1343 - val_mean_absolute_error: 99.6863
Epoch 442/5000
148/148 [==============================] - 0s 41us/step - loss: 8803.1553 - mean_absolute_error: 65.9920 - val_loss: 15730.5545 - val_mean_absolute_error: 99.5907
Epoch 443/5000
148/148 [==============================] - 0s 27us/step - loss: 8789.2529 - mean_absolute_error: 65.9559 - val_loss: 15700.1634 - val_mean_absolute_error: 99.4954
Epoch 444/5000
148/148 [==============================] - 0s 34us/step - loss: 8775.4092 - mean_absolute_error: 65.9196 - val_loss: 15669.8673 - val_mean_absolute_error: 99.4000
Epoch 445/5000
148/148 [==============================] - 0s 27us/step - loss: 8761.6016 - mean_absolute_error: 65.8832 - val_loss: 15639.7461 - val_mean_absolute_error: 99.3049
Epoch 446/5000
148/148 [==============================] - 0s 34us/step - loss: 8747.8486 - mean_absolute_error: 65.8468 - val_loss: 15609.7803 - val_mean_absolute_error: 99.2099
Epoch 447/5000
148/148 [==============================] - 0s 27us/step - loss: 8734.1631 - mean_absolute_error: 65.8106 - val_loss: 15579.9793 - val_mean_absolute_error: 99.1152
Epoch 448/5000
148/148 [==============================] - 0s 34us/step - loss: 8720.5342 - mean_absolute_error: 65.7758 - val_loss: 15550.3170 - val_mean_absolute_error: 99.0204
Epoch 449/5000
148/148 [==============================] - 0s 34us/step - loss: 8707.0146 - mean_absolute_error: 65.7413 - val_loss: 15520.8506 - val_mean_absolute_error: 98.9260
Epoch 450/5000
148/148 [==============================] - 0s 34us/step - loss: 8693.5098 - mean_absolute_error: 65.7064 - val_loss: 15491.5382 - val_mean_absolute_error: 98.8319
Epoch 451/5000
148/148 [==============================] - 0s 27us/step - loss: 8680.0664 - mean_absolute_error: 65.6714 - val_loss: 15462.3588 - val_mean_absolute_error: 98.7381
Epoch 452/5000
148/148 [==============================] - 0s 27us/step - loss: 8666.6924 - mean_absolute_error: 65.6365 - val_loss: 15433.2933 - val_mean_absolute_error: 98.6445
Epoch 453/5000
148/148 [==============================] - 0s 34us/step - loss: 8653.3838 - mean_absolute_error: 65.6015 - val_loss: 15404.3303 - val_mean_absolute_error: 98.5508
Epoch 454/5000
148/148 [==============================] - 0s 41us/step - loss: 8640.1152 - mean_absolute_error: 65.5666 - val_loss: 15375.4532 - val_mean_absolute_error: 98.4569
Epoch 455/5000
148/148 [==============================] - 0s 27us/step - loss: 8626.9062 - mean_absolute_error: 65.5319 - val_loss: 15346.6786 - val_mean_absolute_error: 98.3630
Epoch 456/5000
148/148 [==============================] - 0s 41us/step - loss: 8613.7988 - mean_absolute_error: 65.4978 - val_loss: 15317.9947 - val_mean_absolute_error: 98.2691
Epoch 457/5000
148/148 [==============================] - 0s 34us/step - loss: 8600.7383 - mean_absolute_error: 65.4639 - val_loss: 15289.3939 - val_mean_absolute_error: 98.1750
Epoch 458/5000
148/148 [==============================] - 0s 27us/step - loss: 8587.7158 - mean_absolute_error: 65.4302 - val_loss: 15260.8871 - val_mean_absolute_error: 98.0809
Epoch 459/5000
148/148 [==============================] - 0s 27us/step - loss: 8574.7295 - mean_absolute_error: 65.3965 - val_loss: 15232.4945 - val_mean_absolute_error: 97.9867
Epoch 460/5000
148/148 [==============================] - 0s 34us/step - loss: 8561.7891 - mean_absolute_error: 65.3632 - val_loss: 15204.2179 - val_mean_absolute_error: 97.8927
Epoch 461/5000
148/148 [==============================] - 0s 27us/step - loss: 8548.8721 - mean_absolute_error: 65.3302 - val_loss: 15176.0736 - val_mean_absolute_error: 97.7987
Epoch 462/5000
148/148 [==============================] - 0s 34us/step - loss: 8535.9814 - mean_absolute_error: 65.2970 - val_loss: 15148.0410 - val_mean_absolute_error: 97.7049
Epoch 463/5000
148/148 [==============================] - 0s 34us/step - loss: 8523.1279 - mean_absolute_error: 65.2638 - val_loss: 15120.1352 - val_mean_absolute_error: 97.6111
Epoch 464/5000
148/148 [==============================] - 0s 34us/step - loss: 8510.3076 - mean_absolute_error: 65.2304 - val_loss: 15092.3879 - val_mean_absolute_error: 97.5176
Epoch 465/5000
148/148 [==============================] - 0s 27us/step - loss: 8497.5410 - mean_absolute_error: 65.1971 - val_loss: 15064.7593 - val_mean_absolute_error: 97.4242
Epoch 466/5000
148/148 [==============================] - 0s 34us/step - loss: 8484.8037 - mean_absolute_error: 65.1636 - val_loss: 15037.2371 - val_mean_absolute_error: 97.3307
Epoch 467/5000
148/148 [==============================] - 0s 27us/step - loss: 8472.1094 - mean_absolute_error: 65.1299 - val_loss: 15009.8733 - val_mean_absolute_error: 97.2374
Epoch 468/5000
148/148 [==============================] - 0s 27us/step - loss: 8459.4668 - mean_absolute_error: 65.0962 - val_loss: 14982.6433 - val_mean_absolute_error: 97.1443
Epoch 469/5000
148/148 [==============================] - 0s 47us/step - loss: 8446.8643 - mean_absolute_error: 65.0624 - val_loss: 14955.5708 - val_mean_absolute_error: 97.0515
Epoch 470/5000
148/148 [==============================] - 0s 34us/step - loss: 8434.3203 - mean_absolute_error: 65.0288 - val_loss: 14928.6373 - val_mean_absolute_error: 96.9594
Epoch 471/5000
148/148 [==============================] - 0s 41us/step - loss: 8421.7549 - mean_absolute_error: 64.9949 - val_loss: 14901.7864 - val_mean_absolute_error: 96.8675
Epoch 472/5000
148/148 [==============================] - 0s 34us/step - loss: 8409.1318 - mean_absolute_error: 64.9607 - val_loss: 14875.0058 - val_mean_absolute_error: 96.7759
Epoch 473/5000
148/148 [==============================] - 0s 34us/step - loss: 8396.4365 - mean_absolute_error: 64.9261 - val_loss: 14848.3470 - val_mean_absolute_error: 96.6844
Epoch 474/5000
148/148 [==============================] - 0s 34us/step - loss: 8383.7656 - mean_absolute_error: 64.8914 - val_loss: 14821.8178 - val_mean_absolute_error: 96.5930
Epoch 475/5000
148/148 [==============================] - 0s 41us/step - loss: 8371.1260 - mean_absolute_error: 64.8567 - val_loss: 14795.3811 - val_mean_absolute_error: 96.5017
Epoch 476/5000
148/148 [==============================] - 0s 27us/step - loss: 8358.5020 - mean_absolute_error: 64.8220 - val_loss: 14769.0895 - val_mean_absolute_error: 96.4108
Epoch 477/5000
148/148 [==============================] - 0s 34us/step - loss: 8345.9102 - mean_absolute_error: 64.7872 - val_loss: 14742.9020 - val_mean_absolute_error: 96.3199
Epoch 478/5000
148/148 [==============================] - 0s 27us/step - loss: 8333.3340 - mean_absolute_error: 64.7522 - val_loss: 14716.8341 - val_mean_absolute_error: 96.2293
Epoch 479/5000
148/148 [==============================] - 0s 47us/step - loss: 8320.7852 - mean_absolute_error: 64.7170 - val_loss: 14690.9234 - val_mean_absolute_error: 96.1389
Epoch 480/5000
148/148 [==============================] - 0s 41us/step - loss: 8308.3320 - mean_absolute_error: 64.6846 - val_loss: 14665.1508 - val_mean_absolute_error: 96.0489
Epoch 481/5000
148/148 [==============================] - 0s 41us/step - loss: 8295.9346 - mean_absolute_error: 64.6522 - val_loss: 14639.5166 - val_mean_absolute_error: 95.9591
Epoch 482/5000
148/148 [==============================] - 0s 47us/step - loss: 8283.5889 - mean_absolute_error: 64.6197 - val_loss: 14613.9825 - val_mean_absolute_error: 95.8693
Epoch 483/5000
148/148 [==============================] - 0s 41us/step - loss: 8271.2871 - mean_absolute_error: 64.5871 - val_loss: 14588.5658 - val_mean_absolute_error: 95.7796
Epoch 484/5000
148/148 [==============================] - 0s 34us/step - loss: 8259.0303 - mean_absolute_error: 64.5544 - val_loss: 14563.3160 - val_mean_absolute_error: 95.6900
Epoch 485/5000
148/148 [==============================] - 0s 34us/step - loss: 8246.8291 - mean_absolute_error: 64.5217 - val_loss: 14538.2041 - val_mean_absolute_error: 95.6007
Epoch 486/5000
148/148 [==============================] - 0s 34us/step - loss: 8234.6670 - mean_absolute_error: 64.4888 - val_loss: 14513.2196 - val_mean_absolute_error: 95.5116
Epoch 487/5000
148/148 [==============================] - 0s 27us/step - loss: 8222.5449 - mean_absolute_error: 64.4557 - val_loss: 14488.3629 - val_mean_absolute_error: 95.4226
Epoch 488/5000
148/148 [==============================] - 0s 34us/step - loss: 8210.4697 - mean_absolute_error: 64.4226 - val_loss: 14463.6113 - val_mean_absolute_error: 95.3336
Epoch 489/5000
148/148 [==============================] - 0s 34us/step - loss: 8198.4053 - mean_absolute_error: 64.3891 - val_loss: 14438.9848 - val_mean_absolute_error: 95.2448
Epoch 490/5000
148/148 [==============================] - 0s 27us/step - loss: 8186.3926 - mean_absolute_error: 64.3555 - val_loss: 14414.3788 - val_mean_absolute_error: 95.1555
Epoch 491/5000
148/148 [==============================] - 0s 34us/step - loss: 8174.4189 - mean_absolute_error: 64.3219 - val_loss: 14389.9095 - val_mean_absolute_error: 95.0665
Epoch 492/5000
148/148 [==============================] - 0s 27us/step - loss: 8162.4932 - mean_absolute_error: 64.2881 - val_loss: 14365.5577 - val_mean_absolute_error: 94.9776
Epoch 493/5000
148/148 [==============================] - 0s 34us/step - loss: 8150.6064 - mean_absolute_error: 64.2543 - val_loss: 14341.3173 - val_mean_absolute_error: 94.8888
Epoch 494/5000
148/148 [==============================] - 0s 41us/step - loss: 8138.7578 - mean_absolute_error: 64.2204 - val_loss: 14317.1799 - val_mean_absolute_error: 94.8002
Epoch 495/5000
148/148 [==============================] - 0s 34us/step - loss: 8126.9375 - mean_absolute_error: 64.1863 - val_loss: 14293.1157 - val_mean_absolute_error: 94.7116
Epoch 496/5000
148/148 [==============================] - 0s 27us/step - loss: 8115.1577 - mean_absolute_error: 64.1521 - val_loss: 14269.2052 - val_mean_absolute_error: 94.6233
Epoch 497/5000
148/148 [==============================] - 0s 34us/step - loss: 8103.4258 - mean_absolute_error: 64.1180 - val_loss: 14245.4330 - val_mean_absolute_error: 94.5349
Epoch 498/5000
148/148 [==============================] - 0s 34us/step - loss: 8091.7339 - mean_absolute_error: 64.0843 - val_loss: 14221.8069 - val_mean_absolute_error: 94.4469
Epoch 499/5000
148/148 [==============================] - 0s 27us/step - loss: 8080.0859 - mean_absolute_error: 64.0507 - val_loss: 14198.3257 - val_mean_absolute_error: 94.3592
Epoch 500/5000
148/148 [==============================] - 0s 34us/step - loss: 8068.4604 - mean_absolute_error: 64.0168 - val_loss: 14174.9488 - val_mean_absolute_error: 94.2714
Epoch 501/5000
148/148 [==============================] - 0s 27us/step - loss: 8056.8682 - mean_absolute_error: 63.9828 - val_loss: 14151.7089 - val_mean_absolute_error: 94.1839
Epoch 502/5000
148/148 [==============================] - 0s 27us/step - loss: 8045.3140 - mean_absolute_error: 63.9486 - val_loss: 14128.4446 - val_mean_absolute_error: 94.0960
Epoch 503/5000
148/148 [==============================] - 0s 27us/step - loss: 8033.7861 - mean_absolute_error: 63.9144 - val_loss: 14105.3343 - val_mean_absolute_error: 94.0085
Epoch 504/5000
148/148 [==============================] - 0s 34us/step - loss: 8022.3125 - mean_absolute_error: 63.8802 - val_loss: 14082.3196 - val_mean_absolute_error: 93.9212
Epoch 505/5000
148/148 [==============================] - 0s 20us/step - loss: 8010.8701 - mean_absolute_error: 63.8460 - val_loss: 14059.3627 - val_mean_absolute_error: 93.8338
Epoch 506/5000
148/148 [==============================] - 0s 34us/step - loss: 7999.4639 - mean_absolute_error: 63.8117 - val_loss: 14036.4239 - val_mean_absolute_error: 93.7462
Epoch 507/5000
148/148 [==============================] - 0s 34us/step - loss: 7988.1021 - mean_absolute_error: 63.7774 - val_loss: 14013.6057 - val_mean_absolute_error: 93.6587
Epoch 508/5000
148/148 [==============================] - 0s 27us/step - loss: 7976.7812 - mean_absolute_error: 63.7432 - val_loss: 13990.9462 - val_mean_absolute_error: 93.5717
Epoch 509/5000
148/148 [==============================] - 0s 34us/step - loss: 7965.5244 - mean_absolute_error: 63.7093 - val_loss: 13968.4372 - val_mean_absolute_error: 93.4851
Epoch 510/5000
148/148 [==============================] - 0s 34us/step - loss: 7954.3174 - mean_absolute_error: 63.6754 - val_loss: 13946.0411 - val_mean_absolute_error: 93.3986
Epoch 511/5000
148/148 [==============================] - 0s 27us/step - loss: 7943.1504 - mean_absolute_error: 63.6414 - val_loss: 13923.7167 - val_mean_absolute_error: 93.3122
Epoch 512/5000
148/148 [==============================] - 0s 41us/step - loss: 7932.0625 - mean_absolute_error: 63.6076 - val_loss: 13901.5302 - val_mean_absolute_error: 93.2266
Epoch 513/5000
148/148 [==============================] - 0s 34us/step - loss: 7921.0415 - mean_absolute_error: 63.5738 - val_loss: 13879.5042 - val_mean_absolute_error: 93.1422
Epoch 514/5000
148/148 [==============================] - 0s 34us/step - loss: 7910.0601 - mean_absolute_error: 63.5399 - val_loss: 13857.6528 - val_mean_absolute_error: 93.0583
Epoch 515/5000
148/148 [==============================] - 0s 34us/step - loss: 7899.1377 - mean_absolute_error: 63.5064 - val_loss: 13835.7708 - val_mean_absolute_error: 92.9743
Epoch 516/5000
148/148 [==============================] - 0s 34us/step - loss: 7888.2803 - mean_absolute_error: 63.4730 - val_loss: 13814.0320 - val_mean_absolute_error: 92.8906
Epoch 517/5000
148/148 [==============================] - 0s 34us/step - loss: 7877.4629 - mean_absolute_error: 63.4397 - val_loss: 13792.4309 - val_mean_absolute_error: 92.8072
Epoch 518/5000
148/148 [==============================] - 0s 34us/step - loss: 7866.6733 - mean_absolute_error: 63.4066 - val_loss: 13770.9266 - val_mean_absolute_error: 92.7240
Epoch 519/5000
148/148 [==============================] - 0s 27us/step - loss: 7855.8574 - mean_absolute_error: 63.3747 - val_loss: 13749.3897 - val_mean_absolute_error: 92.6401
Epoch 520/5000
148/148 [==============================] - 0s 34us/step - loss: 7845.0566 - mean_absolute_error: 63.3427 - val_loss: 13727.9118 - val_mean_absolute_error: 92.5563
Epoch 521/5000
148/148 [==============================] - 0s 27us/step - loss: 7834.3091 - mean_absolute_error: 63.3108 - val_loss: 13706.5221 - val_mean_absolute_error: 92.4725
Epoch 522/5000
148/148 [==============================] - 0s 34us/step - loss: 7823.6055 - mean_absolute_error: 63.2790 - val_loss: 13685.2750 - val_mean_absolute_error: 92.3891
Epoch 523/5000
148/148 [==============================] - 0s 41us/step - loss: 7812.9399 - mean_absolute_error: 63.2472 - val_loss: 13664.1610 - val_mean_absolute_error: 92.3061
Epoch 524/5000
148/148 [==============================] - 0s 27us/step - loss: 7802.3066 - mean_absolute_error: 63.2154 - val_loss: 13643.1814 - val_mean_absolute_error: 92.2235
Epoch 525/5000
148/148 [==============================] - 0s 41us/step - loss: 7791.7046 - mean_absolute_error: 63.1836 - val_loss: 13622.3295 - val_mean_absolute_error: 92.1412
Epoch 526/5000
148/148 [==============================] - 0s 27us/step - loss: 7781.1377 - mean_absolute_error: 63.1518 - val_loss: 13601.6058 - val_mean_absolute_error: 92.0593
Epoch 527/5000
148/148 [==============================] - 0s 34us/step - loss: 7770.6089 - mean_absolute_error: 63.1201 - val_loss: 13581.0048 - val_mean_absolute_error: 91.9777
Epoch 528/5000
148/148 [==============================] - 0s 34us/step - loss: 7760.1064 - mean_absolute_error: 63.0884 - val_loss: 13560.5448 - val_mean_absolute_error: 91.8965
Epoch 529/5000
148/148 [==============================] - 0s 27us/step - loss: 7749.6504 - mean_absolute_error: 63.0567 - val_loss: 13540.1596 - val_mean_absolute_error: 91.8156
Epoch 530/5000
148/148 [==============================] - 0s 34us/step - loss: 7739.2607 - mean_absolute_error: 63.0253 - val_loss: 13519.8625 - val_mean_absolute_error: 91.7348
Epoch 531/5000
148/148 [==============================] - 0s 34us/step - loss: 7728.8784 - mean_absolute_error: 62.9935 - val_loss: 13499.6095 - val_mean_absolute_error: 91.6554
Epoch 532/5000
148/148 [==============================] - 0s 34us/step - loss: 7718.7432 - mean_absolute_error: 62.9630 - val_loss: 13479.4533 - val_mean_absolute_error: 91.5767
Epoch 533/5000
148/148 [==============================] - 0s 34us/step - loss: 7708.7109 - mean_absolute_error: 62.9327 - val_loss: 13459.4709 - val_mean_absolute_error: 91.4984
Epoch 534/5000
148/148 [==============================] - 0s 34us/step - loss: 7698.7266 - mean_absolute_error: 62.9024 - val_loss: 13439.6925 - val_mean_absolute_error: 91.4206
Epoch 535/5000
148/148 [==============================] - 0s 34us/step - loss: 7688.7788 - mean_absolute_error: 62.8720 - val_loss: 13420.0458 - val_mean_absolute_error: 91.3428
Epoch 536/5000
148/148 [==============================] - 0s 34us/step - loss: 7678.8643 - mean_absolute_error: 62.8414 - val_loss: 13400.5508 - val_mean_absolute_error: 91.2651
Epoch 537/5000
148/148 [==============================] - 0s 34us/step - loss: 7668.9814 - mean_absolute_error: 62.8108 - val_loss: 13381.2157 - val_mean_absolute_error: 91.1878
Epoch 538/5000
148/148 [==============================] - 0s 27us/step - loss: 7659.1353 - mean_absolute_error: 62.7800 - val_loss: 13361.9262 - val_mean_absolute_error: 91.1104
Epoch 539/5000
148/148 [==============================] - 0s 27us/step - loss: 7649.2407 - mean_absolute_error: 62.7489 - val_loss: 13342.6116 - val_mean_absolute_error: 91.0327
Epoch 540/5000
148/148 [==============================] - 0s 27us/step - loss: 7639.2949 - mean_absolute_error: 62.7173 - val_loss: 13323.3853 - val_mean_absolute_error: 90.9550
Epoch 541/5000
148/148 [==============================] - 0s 34us/step - loss: 7629.3394 - mean_absolute_error: 62.6855 - val_loss: 13304.3048 - val_mean_absolute_error: 90.8777
Epoch 542/5000
148/148 [==============================] - 0s 34us/step - loss: 7619.3936 - mean_absolute_error: 62.6534 - val_loss: 13285.3664 - val_mean_absolute_error: 90.8007
Epoch 543/5000
148/148 [==============================] - 0s 34us/step - loss: 7609.4570 - mean_absolute_error: 62.6211 - val_loss: 13266.5693 - val_mean_absolute_error: 90.7241
Epoch 544/5000
148/148 [==============================] - 0s 27us/step - loss: 7599.5415 - mean_absolute_error: 62.5887 - val_loss: 13247.8611 - val_mean_absolute_error: 90.6478
Epoch 545/5000
148/148 [==============================] - 0s 34us/step - loss: 7589.6797 - mean_absolute_error: 62.5564 - val_loss: 13229.2569 - val_mean_absolute_error: 90.5718
Epoch 546/5000
148/148 [==============================] - 0s 34us/step - loss: 7579.8267 - mean_absolute_error: 62.5237 - val_loss: 13210.7470 - val_mean_absolute_error: 90.4960
Epoch 547/5000
148/148 [==============================] - 0s 34us/step - loss: 7569.9956 - mean_absolute_error: 62.4909 - val_loss: 13192.3410 - val_mean_absolute_error: 90.4204
Epoch 548/5000
148/148 [==============================] - 0s 34us/step - loss: 7560.1611 - mean_absolute_error: 62.4578 - val_loss: 13174.0548 - val_mean_absolute_error: 90.3451
Epoch 549/5000
148/148 [==============================] - 0s 27us/step - loss: 7550.3369 - mean_absolute_error: 62.4246 - val_loss: 13155.7908 - val_mean_absolute_error: 90.2699
Epoch 550/5000
148/148 [==============================] - 0s 34us/step - loss: 7540.5068 - mean_absolute_error: 62.3909 - val_loss: 13137.5689 - val_mean_absolute_error: 90.1947
Epoch 551/5000
148/148 [==============================] - 0s 34us/step - loss: 7530.6528 - mean_absolute_error: 62.3567 - val_loss: 13119.4754 - val_mean_absolute_error: 90.1198
Epoch 552/5000
148/148 [==============================] - 0s 27us/step - loss: 7520.8184 - mean_absolute_error: 62.3225 - val_loss: 13101.4618 - val_mean_absolute_error: 90.0452
Epoch 553/5000
148/148 [==============================] - 0s 34us/step - loss: 7510.9976 - mean_absolute_error: 62.2881 - val_loss: 13083.5782 - val_mean_absolute_error: 89.9709
Epoch 554/5000
148/148 [==============================] - 0s 34us/step - loss: 7501.2202 - mean_absolute_error: 62.2538 - val_loss: 13065.8030 - val_mean_absolute_error: 89.8969
Epoch 555/5000
148/148 [==============================] - 0s 34us/step - loss: 7491.4883 - mean_absolute_error: 62.2196 - val_loss: 13048.1515 - val_mean_absolute_error: 89.8232
Epoch 556/5000
148/148 [==============================] - 0s 34us/step - loss: 7481.7705 - mean_absolute_error: 62.1851 - val_loss: 13030.5545 - val_mean_absolute_error: 89.7496
Epoch 557/5000
148/148 [==============================] - 0s 34us/step - loss: 7472.0684 - mean_absolute_error: 62.1506 - val_loss: 13013.0110 - val_mean_absolute_error: 89.6760
Epoch 558/5000
148/148 [==============================] - 0s 27us/step - loss: 7462.3994 - mean_absolute_error: 62.1164 - val_loss: 12995.5395 - val_mean_absolute_error: 89.6027
Epoch 559/5000
148/148 [==============================] - 0s 34us/step - loss: 7452.7549 - mean_absolute_error: 62.0821 - val_loss: 12978.1375 - val_mean_absolute_error: 89.5294
Epoch 560/5000
148/148 [==============================] - 0s 27us/step - loss: 7443.1392 - mean_absolute_error: 62.0478 - val_loss: 12960.8328 - val_mean_absolute_error: 89.4564
Epoch 561/5000
148/148 [==============================] - 0s 34us/step - loss: 7433.5396 - mean_absolute_error: 62.0133 - val_loss: 12943.6494 - val_mean_absolute_error: 89.3838
Epoch 562/5000
148/148 [==============================] - 0s 27us/step - loss: 7423.9673 - mean_absolute_error: 61.9799 - val_loss: 12926.5732 - val_mean_absolute_error: 89.3124
Epoch 563/5000
148/148 [==============================] - 0s 34us/step - loss: 7414.4028 - mean_absolute_error: 61.9480 - val_loss: 12909.6135 - val_mean_absolute_error: 89.2419
Epoch 564/5000
148/148 [==============================] - 0s 27us/step - loss: 7404.8647 - mean_absolute_error: 61.9160 - val_loss: 12892.7429 - val_mean_absolute_error: 89.1716
Epoch 565/5000
148/148 [==============================] - 0s 34us/step - loss: 7395.3481 - mean_absolute_error: 61.8841 - val_loss: 12875.9718 - val_mean_absolute_error: 89.1015
Epoch 566/5000
148/148 [==============================] - 0s 34us/step - loss: 7385.8599 - mean_absolute_error: 61.8521 - val_loss: 12859.3061 - val_mean_absolute_error: 89.0319
Epoch 567/5000
148/148 [==============================] - 0s 27us/step - loss: 7376.3984 - mean_absolute_error: 61.8201 - val_loss: 12842.8222 - val_mean_absolute_error: 88.9644
Epoch 568/5000
148/148 [==============================] - 0s 34us/step - loss: 7366.9712 - mean_absolute_error: 61.7880 - val_loss: 12826.4381 - val_mean_absolute_error: 88.8972
Epoch 569/5000
148/148 [==============================] - 0s 34us/step - loss: 7357.5625 - mean_absolute_error: 61.7558 - val_loss: 12810.1397 - val_mean_absolute_error: 88.8301
Epoch 570/5000
148/148 [==============================] - 0s 27us/step - loss: 7348.1772 - mean_absolute_error: 61.7235 - val_loss: 12793.9285 - val_mean_absolute_error: 88.7631
Epoch 571/5000
148/148 [==============================] - 0s 34us/step - loss: 7338.8081 - mean_absolute_error: 61.6911 - val_loss: 12777.8114 - val_mean_absolute_error: 88.6964
Epoch 572/5000
148/148 [==============================] - 0s 27us/step - loss: 7329.4639 - mean_absolute_error: 61.6586 - val_loss: 12761.7495 - val_mean_absolute_error: 88.6296
Epoch 573/5000
148/148 [==============================] - 0s 34us/step - loss: 7320.1357 - mean_absolute_error: 61.6259 - val_loss: 12745.7467 - val_mean_absolute_error: 88.5629
Epoch 574/5000
148/148 [==============================] - 0s 27us/step - loss: 7310.8311 - mean_absolute_error: 61.5932 - val_loss: 12729.8663 - val_mean_absolute_error: 88.4966
Epoch 575/5000
148/148 [==============================] - 0s 27us/step - loss: 7301.5557 - mean_absolute_error: 61.5605 - val_loss: 12714.0652 - val_mean_absolute_error: 88.4304
Epoch 576/5000
148/148 [==============================] - 0s 27us/step - loss: 7292.3042 - mean_absolute_error: 61.5279 - val_loss: 12698.3791 - val_mean_absolute_error: 88.3647
Epoch 577/5000
148/148 [==============================] - 0s 34us/step - loss: 7283.0796 - mean_absolute_error: 61.4953 - val_loss: 12682.7792 - val_mean_absolute_error: 88.2992
Epoch 578/5000
148/148 [==============================] - 0s 34us/step - loss: 7273.8716 - mean_absolute_error: 61.4637 - val_loss: 12667.2608 - val_mean_absolute_error: 88.2339
Epoch 579/5000
148/148 [==============================] - 0s 34us/step - loss: 7264.6807 - mean_absolute_error: 61.4321 - val_loss: 12651.8338 - val_mean_absolute_error: 88.1688
Epoch 580/5000
148/148 [==============================] - 0s 34us/step - loss: 7255.5127 - mean_absolute_error: 61.4004 - val_loss: 12636.5034 - val_mean_absolute_error: 88.1041
Epoch 581/5000
148/148 [==============================] - 0s 27us/step - loss: 7246.3672 - mean_absolute_error: 61.3687 - val_loss: 12621.2785 - val_mean_absolute_error: 88.0397
Epoch 582/5000
148/148 [==============================] - 0s 47us/step - loss: 7237.2485 - mean_absolute_error: 61.3370 - val_loss: 12606.1324 - val_mean_absolute_error: 87.9756
Epoch 583/5000
148/148 [==============================] - 0s 27us/step - loss: 7228.1724 - mean_absolute_error: 61.3080 - val_loss: 12591.0112 - val_mean_absolute_error: 87.9115
Epoch 584/5000
148/148 [==============================] - 0s 34us/step - loss: 7219.1421 - mean_absolute_error: 61.2803 - val_loss: 12575.9901 - val_mean_absolute_error: 87.8478
Epoch 585/5000
148/148 [==============================] - 0s 27us/step - loss: 7210.1782 - mean_absolute_error: 61.2530 - val_loss: 12561.0428 - val_mean_absolute_error: 87.7844
Epoch 586/5000
148/148 [==============================] - 0s 27us/step - loss: 7201.2671 - mean_absolute_error: 61.2259 - val_loss: 12546.1550 - val_mean_absolute_error: 87.7213
Epoch 587/5000
148/148 [==============================] - 0s 27us/step - loss: 7192.4292 - mean_absolute_error: 61.1991 - val_loss: 12531.3409 - val_mean_absolute_error: 87.6583
Epoch 588/5000
148/148 [==============================] - 0s 34us/step - loss: 7183.6284 - mean_absolute_error: 61.1725 - val_loss: 12516.6537 - val_mean_absolute_error: 87.5959
Epoch 589/5000
148/148 [==============================] - 0s 27us/step - loss: 7174.9165 - mean_absolute_error: 61.1461 - val_loss: 12502.0604 - val_mean_absolute_error: 87.5338
Epoch 590/5000
148/148 [==============================] - 0s 34us/step - loss: 7166.2051 - mean_absolute_error: 61.1196 - val_loss: 12487.5001 - val_mean_absolute_error: 87.4719
Epoch 591/5000
148/148 [==============================] - 0s 34us/step - loss: 7157.5430 - mean_absolute_error: 61.0931 - val_loss: 12472.9896 - val_mean_absolute_error: 87.4101
Epoch 592/5000
148/148 [==============================] - 0s 27us/step - loss: 7148.9053 - mean_absolute_error: 61.0664 - val_loss: 12458.5221 - val_mean_absolute_error: 87.3485
Epoch 593/5000
148/148 [==============================] - 0s 34us/step - loss: 7140.2847 - mean_absolute_error: 61.0395 - val_loss: 12444.1062 - val_mean_absolute_error: 87.2869
Epoch 594/5000
148/148 [==============================] - 0s 34us/step - loss: 7131.6699 - mean_absolute_error: 61.0124 - val_loss: 12429.7781 - val_mean_absolute_error: 87.2257
Epoch 595/5000
148/148 [==============================] - 0s 34us/step - loss: 7123.0708 - mean_absolute_error: 60.9852 - val_loss: 12415.5482 - val_mean_absolute_error: 87.1649
Epoch 596/5000
148/148 [==============================] - 0s 34us/step - loss: 7114.4839 - mean_absolute_error: 60.9580 - val_loss: 12401.3013 - val_mean_absolute_error: 87.1040
Epoch 597/5000
148/148 [==============================] - 0s 34us/step - loss: 7105.9268 - mean_absolute_error: 60.9310 - val_loss: 12387.0486 - val_mean_absolute_error: 87.0427
Epoch 598/5000
148/148 [==============================] - 0s 27us/step - loss: 7097.3945 - mean_absolute_error: 60.9040 - val_loss: 12372.8967 - val_mean_absolute_error: 86.9818
Epoch 599/5000
148/148 [==============================] - 0s 34us/step - loss: 7088.8833 - mean_absolute_error: 60.8771 - val_loss: 12358.8365 - val_mean_absolute_error: 86.9214
Epoch 600/5000
148/148 [==============================] - 0s 41us/step - loss: 7080.4185 - mean_absolute_error: 60.8502 - val_loss: 12344.8318 - val_mean_absolute_error: 86.8613
Epoch 601/5000
148/148 [==============================] - 0s 34us/step - loss: 7072.0322 - mean_absolute_error: 60.8235 - val_loss: 12330.9071 - val_mean_absolute_error: 86.8030
Epoch 602/5000
148/148 [==============================] - 0s 34us/step - loss: 7063.6772 - mean_absolute_error: 60.7969 - val_loss: 12317.0548 - val_mean_absolute_error: 86.7449
Epoch 603/5000
148/148 [==============================] - 0s 27us/step - loss: 7055.3433 - mean_absolute_error: 60.7702 - val_loss: 12303.2832 - val_mean_absolute_error: 86.6870
Epoch 604/5000
148/148 [==============================] - 0s 34us/step - loss: 7047.0386 - mean_absolute_error: 60.7434 - val_loss: 12289.5816 - val_mean_absolute_error: 86.6293
Epoch 605/5000
148/148 [==============================] - 0s 27us/step - loss: 7038.7573 - mean_absolute_error: 60.7165 - val_loss: 12275.9428 - val_mean_absolute_error: 86.5717
Epoch 606/5000
148/148 [==============================] - 0s 34us/step - loss: 7030.4946 - mean_absolute_error: 60.6893 - val_loss: 12262.3528 - val_mean_absolute_error: 86.5142
Epoch 607/5000
148/148 [==============================] - 0s 34us/step - loss: 7022.2549 - mean_absolute_error: 60.6619 - val_loss: 12248.7712 - val_mean_absolute_error: 86.4566
Epoch 608/5000
148/148 [==============================] - 0s 34us/step - loss: 7014.0405 - mean_absolute_error: 60.6345 - val_loss: 12235.2765 - val_mean_absolute_error: 86.3992
Epoch 609/5000
148/148 [==============================] - 0s 34us/step - loss: 7005.8530 - mean_absolute_error: 60.6071 - val_loss: 12221.8107 - val_mean_absolute_error: 86.3418
Epoch 610/5000
148/148 [==============================] - 0s 27us/step - loss: 6997.6885 - mean_absolute_error: 60.5796 - val_loss: 12208.3733 - val_mean_absolute_error: 86.2844
Epoch 611/5000
148/148 [==============================] - 0s 41us/step - loss: 6989.5454 - mean_absolute_error: 60.5520 - val_loss: 12194.8711 - val_mean_absolute_error: 86.2282
Epoch 612/5000
148/148 [==============================] - 0s 34us/step - loss: 6981.4326 - mean_absolute_error: 60.5244 - val_loss: 12181.4109 - val_mean_absolute_error: 86.1725
Epoch 613/5000
148/148 [==============================] - 0s 27us/step - loss: 6973.3320 - mean_absolute_error: 60.4966 - val_loss: 12168.0002 - val_mean_absolute_error: 86.1168
Epoch 614/5000
148/148 [==============================] - 0s 34us/step - loss: 6965.2173 - mean_absolute_error: 60.4683 - val_loss: 12154.6597 - val_mean_absolute_error: 86.0614
Epoch 615/5000
148/148 [==============================] - 0s 27us/step - loss: 6957.1279 - mean_absolute_error: 60.4399 - val_loss: 12141.3815 - val_mean_absolute_error: 86.0061
Epoch 616/5000
148/148 [==============================] - 0s 41us/step - loss: 6949.0576 - mean_absolute_error: 60.4114 - val_loss: 12128.1669 - val_mean_absolute_error: 85.9509
Epoch 617/5000
148/148 [==============================] - 0s 27us/step - loss: 6941.0078 - mean_absolute_error: 60.3827 - val_loss: 12115.0222 - val_mean_absolute_error: 85.8959
Epoch 618/5000
148/148 [==============================] - 0s 34us/step - loss: 6932.9771 - mean_absolute_error: 60.3540 - val_loss: 12101.8759 - val_mean_absolute_error: 85.8416
Epoch 619/5000
148/148 [==============================] - 0s 34us/step - loss: 6924.9658 - mean_absolute_error: 60.3251 - val_loss: 12088.7918 - val_mean_absolute_error: 85.7876
Epoch 620/5000
148/148 [==============================] - 0s 27us/step - loss: 6916.9761 - mean_absolute_error: 60.2961 - val_loss: 12075.7645 - val_mean_absolute_error: 85.7337
Epoch 621/5000
148/148 [==============================] - 0s 27us/step - loss: 6909.0024 - mean_absolute_error: 60.2670 - val_loss: 12062.7680 - val_mean_absolute_error: 85.6798
Epoch 622/5000
148/148 [==============================] - 0s 34us/step - loss: 6901.0518 - mean_absolute_error: 60.2378 - val_loss: 12049.7912 - val_mean_absolute_error: 85.6258
Epoch 623/5000
148/148 [==============================] - 0s 34us/step - loss: 6893.1338 - mean_absolute_error: 60.2087 - val_loss: 12036.8742 - val_mean_absolute_error: 85.5718
Epoch 624/5000
148/148 [==============================] - 0s 27us/step - loss: 6885.2397 - mean_absolute_error: 60.1796 - val_loss: 12024.0226 - val_mean_absolute_error: 85.5182
Epoch 625/5000
148/148 [==============================] - 0s 34us/step - loss: 6877.3608 - mean_absolute_error: 60.1504 - val_loss: 12011.1987 - val_mean_absolute_error: 85.4647
Epoch 626/5000
148/148 [==============================] - 0s 27us/step - loss: 6869.4824 - mean_absolute_error: 60.1212 - val_loss: 11998.4302 - val_mean_absolute_error: 85.4114
Epoch 627/5000
148/148 [==============================] - 0s 34us/step - loss: 6861.5757 - mean_absolute_error: 60.0917 - val_loss: 11985.6977 - val_mean_absolute_error: 85.3582
Epoch 628/5000
148/148 [==============================] - 0s 34us/step - loss: 6853.6743 - mean_absolute_error: 60.0620 - val_loss: 11973.0263 - val_mean_absolute_error: 85.3052
Epoch 629/5000
148/148 [==============================] - 0s 34us/step - loss: 6845.7285 - mean_absolute_error: 60.0321 - val_loss: 11960.3990 - val_mean_absolute_error: 85.2523
Epoch 630/5000
148/148 [==============================] - 0s 27us/step - loss: 6837.7744 - mean_absolute_error: 60.0020 - val_loss: 11947.7529 - val_mean_absolute_error: 85.1992
Epoch 631/5000
148/148 [==============================] - 0s 27us/step - loss: 6829.8384 - mean_absolute_error: 59.9720 - val_loss: 11935.1422 - val_mean_absolute_error: 85.1461
Epoch 632/5000
148/148 [==============================] - 0s 34us/step - loss: 6821.9170 - mean_absolute_error: 59.9420 - val_loss: 11922.5642 - val_mean_absolute_error: 85.0929
Epoch 633/5000
148/148 [==============================] - 0s 27us/step - loss: 6814.0171 - mean_absolute_error: 59.9120 - val_loss: 11910.0168 - val_mean_absolute_error: 85.0397
Epoch 634/5000
148/148 [==============================] - 0s 41us/step - loss: 6806.1265 - mean_absolute_error: 59.8820 - val_loss: 11897.5124 - val_mean_absolute_error: 84.9866
Epoch 635/5000
148/148 [==============================] - 0s 34us/step - loss: 6798.2593 - mean_absolute_error: 59.8524 - val_loss: 11885.0471 - val_mean_absolute_error: 84.9335
Epoch 636/5000
148/148 [==============================] - 0s 34us/step - loss: 6790.3945 - mean_absolute_error: 59.8226 - val_loss: 11872.6315 - val_mean_absolute_error: 84.8807
Epoch 637/5000
148/148 [==============================] - 0s 34us/step - loss: 6782.5352 - mean_absolute_error: 59.7926 - val_loss: 11860.2658 - val_mean_absolute_error: 84.8281
Epoch 638/5000
148/148 [==============================] - 0s 41us/step - loss: 6774.6704 - mean_absolute_error: 59.7624 - val_loss: 11847.9724 - val_mean_absolute_error: 84.7759
Epoch 639/5000
148/148 [==============================] - 0s 34us/step - loss: 6766.8062 - mean_absolute_error: 59.7320 - val_loss: 11835.7523 - val_mean_absolute_error: 84.7240
Epoch 640/5000
148/148 [==============================] - 0s 34us/step - loss: 6758.9702 - mean_absolute_error: 59.7015 - val_loss: 11823.6283 - val_mean_absolute_error: 84.6725
Epoch 641/5000
148/148 [==============================] - 0s 34us/step - loss: 6751.2251 - mean_absolute_error: 59.6713 - val_loss: 11811.5923 - val_mean_absolute_error: 84.6215
Epoch 642/5000
148/148 [==============================] - 0s 27us/step - loss: 6743.5068 - mean_absolute_error: 59.6411 - val_loss: 11799.6007 - val_mean_absolute_error: 84.5706
Epoch 643/5000
148/148 [==============================] - 0s 34us/step - loss: 6735.8091 - mean_absolute_error: 59.6108 - val_loss: 11787.6284 - val_mean_absolute_error: 84.5197
Epoch 644/5000
148/148 [==============================] - 0s 34us/step - loss: 6728.0601 - mean_absolute_error: 59.5803 - val_loss: 11775.7260 - val_mean_absolute_error: 84.4694
Epoch 645/5000
148/148 [==============================] - 0s 34us/step - loss: 6720.2129 - mean_absolute_error: 59.5494 - val_loss: 11763.8839 - val_mean_absolute_error: 84.4193
Epoch 646/5000
148/148 [==============================] - 0s 34us/step - loss: 6712.3647 - mean_absolute_error: 59.5185 - val_loss: 11752.0733 - val_mean_absolute_error: 84.3695
Epoch 647/5000
148/148 [==============================] - 0s 47us/step - loss: 6704.5029 - mean_absolute_error: 59.4873 - val_loss: 11740.3033 - val_mean_absolute_error: 84.3198
Epoch 648/5000
148/148 [==============================] - 0s 34us/step - loss: 6696.6470 - mean_absolute_error: 59.4560 - val_loss: 11728.5906 - val_mean_absolute_error: 84.2704
Epoch 649/5000
148/148 [==============================] - 0s 41us/step - loss: 6688.7954 - mean_absolute_error: 59.4245 - val_loss: 11716.9020 - val_mean_absolute_error: 84.2209
Epoch 650/5000
148/148 [==============================] - 0s 34us/step - loss: 6680.9521 - mean_absolute_error: 59.3929 - val_loss: 11705.2490 - val_mean_absolute_error: 84.1718
Epoch 651/5000
148/148 [==============================] - 0s 34us/step - loss: 6673.1143 - mean_absolute_error: 59.3612 - val_loss: 11693.6424 - val_mean_absolute_error: 84.1228
Epoch 652/5000
148/148 [==============================] - 0s 34us/step - loss: 6665.2871 - mean_absolute_error: 59.3294 - val_loss: 11682.1280 - val_mean_absolute_error: 84.0740
Epoch 653/5000
148/148 [==============================] - 0s 34us/step - loss: 6657.4761 - mean_absolute_error: 59.2976 - val_loss: 11670.6948 - val_mean_absolute_error: 84.0256
Epoch 654/5000
148/148 [==============================] - 0s 41us/step - loss: 6649.6621 - mean_absolute_error: 59.2657 - val_loss: 11659.3475 - val_mean_absolute_error: 83.9776
Epoch 655/5000
148/148 [==============================] - 0s 34us/step - loss: 6641.8545 - mean_absolute_error: 59.2341 - val_loss: 11648.0792 - val_mean_absolute_error: 83.9298
Epoch 656/5000
148/148 [==============================] - 0s 34us/step - loss: 6634.0771 - mean_absolute_error: 59.2025 - val_loss: 11636.8630 - val_mean_absolute_error: 83.8822
Epoch 657/5000
148/148 [==============================] - 0s 34us/step - loss: 6626.3149 - mean_absolute_error: 59.1708 - val_loss: 11625.7137 - val_mean_absolute_error: 83.8349
Epoch 658/5000
148/148 [==============================] - 0s 27us/step - loss: 6618.5938 - mean_absolute_error: 59.1393 - val_loss: 11614.6240 - val_mean_absolute_error: 83.7878
Epoch 659/5000
148/148 [==============================] - 0s 27us/step - loss: 6610.9834 - mean_absolute_error: 59.1082 - val_loss: 11603.6066 - val_mean_absolute_error: 83.7409
Epoch 660/5000
148/148 [==============================] - 0s 41us/step - loss: 6603.4053 - mean_absolute_error: 59.0772 - val_loss: 11592.6545 - val_mean_absolute_error: 83.6942
Epoch 661/5000
148/148 [==============================] - 0s 34us/step - loss: 6595.8354 - mean_absolute_error: 59.0461 - val_loss: 11581.7741 - val_mean_absolute_error: 83.6479
Epoch 662/5000
148/148 [==============================] - 0s 27us/step - loss: 6588.2808 - mean_absolute_error: 59.0149 - val_loss: 11570.8935 - val_mean_absolute_error: 83.6017
Epoch 663/5000
148/148 [==============================] - 0s 41us/step - loss: 6580.7451 - mean_absolute_error: 58.9837 - val_loss: 11560.0375 - val_mean_absolute_error: 83.5555
Epoch 664/5000
148/148 [==============================] - 0s 34us/step - loss: 6573.2261 - mean_absolute_error: 58.9524 - val_loss: 11549.2567 - val_mean_absolute_error: 83.5095
Epoch 665/5000
148/148 [==============================] - 0s 34us/step - loss: 6565.7207 - mean_absolute_error: 58.9211 - val_loss: 11538.5512 - val_mean_absolute_error: 83.4638
Epoch 666/5000
148/148 [==============================] - 0s 27us/step - loss: 6558.2256 - mean_absolute_error: 58.8898 - val_loss: 11527.9002 - val_mean_absolute_error: 83.4182
Epoch 667/5000
148/148 [==============================] - 0s 34us/step - loss: 6550.7451 - mean_absolute_error: 58.8584 - val_loss: 11517.2802 - val_mean_absolute_error: 83.3726
Epoch 668/5000
148/148 [==============================] - 0s 41us/step - loss: 6543.2817 - mean_absolute_error: 58.8269 - val_loss: 11506.7032 - val_mean_absolute_error: 83.3271
Epoch 669/5000
148/148 [==============================] - 0s 34us/step - loss: 6535.8438 - mean_absolute_error: 58.7955 - val_loss: 11496.1364 - val_mean_absolute_error: 83.2815
Epoch 670/5000
148/148 [==============================] - 0s 34us/step - loss: 6528.4253 - mean_absolute_error: 58.7641 - val_loss: 11485.5964 - val_mean_absolute_error: 83.2359
Epoch 671/5000
148/148 [==============================] - 0s 41us/step - loss: 6521.0171 - mean_absolute_error: 58.7326 - val_loss: 11475.0751 - val_mean_absolute_error: 83.1904
Epoch 672/5000
148/148 [==============================] - 0s 41us/step - loss: 6513.6152 - mean_absolute_error: 58.7011 - val_loss: 11464.4744 - val_mean_absolute_error: 83.1446
Epoch 673/5000
148/148 [==============================] - 0s 41us/step - loss: 6506.2090 - mean_absolute_error: 58.6693 - val_loss: 11453.8701 - val_mean_absolute_error: 83.0989
Epoch 674/5000
148/148 [==============================] - 0s 34us/step - loss: 6498.8169 - mean_absolute_error: 58.6377 - val_loss: 11443.3069 - val_mean_absolute_error: 83.0534
Epoch 675/5000
148/148 [==============================] - 0s 34us/step - loss: 6491.4438 - mean_absolute_error: 58.6062 - val_loss: 11432.7808 - val_mean_absolute_error: 83.0080
Epoch 676/5000
148/148 [==============================] - 0s 41us/step - loss: 6484.0962 - mean_absolute_error: 58.5748 - val_loss: 11422.3568 - val_mean_absolute_error: 82.9627
Epoch 677/5000
148/148 [==============================] - 0s 34us/step - loss: 6476.7734 - mean_absolute_error: 58.5433 - val_loss: 11411.9804 - val_mean_absolute_error: 82.9173
Epoch 678/5000
148/148 [==============================] - 0s 34us/step - loss: 6469.4678 - mean_absolute_error: 58.5120 - val_loss: 11401.6410 - val_mean_absolute_error: 82.8720
Epoch 679/5000
148/148 [==============================] - 0s 34us/step - loss: 6462.1758 - mean_absolute_error: 58.4806 - val_loss: 11391.3388 - val_mean_absolute_error: 82.8267
Epoch 680/5000
148/148 [==============================] - 0s 41us/step - loss: 6454.8994 - mean_absolute_error: 58.4491 - val_loss: 11381.0739 - val_mean_absolute_error: 82.7814
Epoch 681/5000
148/148 [==============================] - 0s 41us/step - loss: 6447.6431 - mean_absolute_error: 58.4179 - val_loss: 11370.8616 - val_mean_absolute_error: 82.7363
Epoch 682/5000
148/148 [==============================] - 0s 41us/step - loss: 6440.3970 - mean_absolute_error: 58.3867 - val_loss: 11360.6983 - val_mean_absolute_error: 82.6913
Epoch 683/5000
148/148 [==============================] - 0s 34us/step - loss: 6433.1675 - mean_absolute_error: 58.3556 - val_loss: 11350.5545 - val_mean_absolute_error: 82.6463
Epoch 684/5000
148/148 [==============================] - 0s 34us/step - loss: 6425.9644 - mean_absolute_error: 58.3245 - val_loss: 11340.3883 - val_mean_absolute_error: 82.6012
Epoch 685/5000
148/148 [==============================] - 0s 34us/step - loss: 6418.7725 - mean_absolute_error: 58.2933 - val_loss: 11330.1651 - val_mean_absolute_error: 82.5559
Epoch 686/5000
148/148 [==============================] - 0s 41us/step - loss: 6411.5986 - mean_absolute_error: 58.2621 - val_loss: 11319.9358 - val_mean_absolute_error: 82.5107
Epoch 687/5000
148/148 [==============================] - 0s 34us/step - loss: 6404.4268 - mean_absolute_error: 58.2309 - val_loss: 11309.7493 - val_mean_absolute_error: 82.4657
Epoch 688/5000
148/148 [==============================] - 0s 41us/step - loss: 6397.2744 - mean_absolute_error: 58.1996 - val_loss: 11299.5828 - val_mean_absolute_error: 82.4213
Epoch 689/5000
148/148 [==============================] - 0s 40us/step - loss: 6390.1333 - mean_absolute_error: 58.1684 - val_loss: 11289.3744 - val_mean_absolute_error: 82.3773
Epoch 690/5000
148/148 [==============================] - 0s 34us/step - loss: 6382.9609 - mean_absolute_error: 58.1369 - val_loss: 11279.1645 - val_mean_absolute_error: 82.3334
Epoch 691/5000
148/148 [==============================] - 0s 27us/step - loss: 6375.8389 - mean_absolute_error: 58.1057 - val_loss: 11268.9416 - val_mean_absolute_error: 82.2894
Epoch 692/5000
148/148 [==============================] - 0s 27us/step - loss: 6368.7637 - mean_absolute_error: 58.0748 - val_loss: 11258.7479 - val_mean_absolute_error: 82.2458
Epoch 693/5000
148/148 [==============================] - 0s 34us/step - loss: 6361.6426 - mean_absolute_error: 58.0437 - val_loss: 11248.6539 - val_mean_absolute_error: 82.2028
Epoch 694/5000
148/148 [==============================] - 0s 27us/step - loss: 6354.4727 - mean_absolute_error: 58.0125 - val_loss: 11238.6389 - val_mean_absolute_error: 82.1602
Epoch 695/5000
148/148 [==============================] - 0s 34us/step - loss: 6347.3115 - mean_absolute_error: 57.9813 - val_loss: 11228.6850 - val_mean_absolute_error: 82.1181
Epoch 696/5000
148/148 [==============================] - 0s 41us/step - loss: 6340.1533 - mean_absolute_error: 57.9498 - val_loss: 11218.7667 - val_mean_absolute_error: 82.0762
Epoch 697/5000
148/148 [==============================] - 0s 41us/step - loss: 6333.0020 - mean_absolute_error: 57.9184 - val_loss: 11208.9157 - val_mean_absolute_error: 82.0346
Epoch 698/5000
148/148 [==============================] - 0s 27us/step - loss: 6325.8242 - mean_absolute_error: 57.8868 - val_loss: 11199.1070 - val_mean_absolute_error: 81.9933
Epoch 699/5000
148/148 [==============================] - 0s 27us/step - loss: 6318.6196 - mean_absolute_error: 57.8548 - val_loss: 11189.3937 - val_mean_absolute_error: 81.9527
Epoch 700/5000
148/148 [==============================] - 0s 41us/step - loss: 6311.3955 - mean_absolute_error: 57.8225 - val_loss: 11179.7424 - val_mean_absolute_error: 81.9125
Epoch 701/5000
148/148 [==============================] - 0s 34us/step - loss: 6304.1567 - mean_absolute_error: 57.7898 - val_loss: 11170.1709 - val_mean_absolute_error: 81.8728
Epoch 702/5000
148/148 [==============================] - 0s 20us/step - loss: 6296.8984 - mean_absolute_error: 57.7566 - val_loss: 11160.6205 - val_mean_absolute_error: 81.8331
Epoch 703/5000
148/148 [==============================] - 0s 41us/step - loss: 6289.7349 - mean_absolute_error: 57.7235 - val_loss: 11151.0112 - val_mean_absolute_error: 81.7931
Epoch 704/5000
148/148 [==============================] - 0s 27us/step - loss: 6282.6333 - mean_absolute_error: 57.6906 - val_loss: 11141.3943 - val_mean_absolute_error: 81.7528
Epoch 705/5000
148/148 [==============================] - 0s 20us/step - loss: 6275.5693 - mean_absolute_error: 57.6576 - val_loss: 11131.7294 - val_mean_absolute_error: 81.7122
Epoch 706/5000
148/148 [==============================] - 0s 34us/step - loss: 6268.5176 - mean_absolute_error: 57.6244 - val_loss: 11122.0874 - val_mean_absolute_error: 81.6715
Epoch 707/5000
148/148 [==============================] - 0s 27us/step - loss: 6261.4736 - mean_absolute_error: 57.5909 - val_loss: 11112.4458 - val_mean_absolute_error: 81.6305
Epoch 708/5000
148/148 [==============================] - 0s 27us/step - loss: 6254.4673 - mean_absolute_error: 57.5573 - val_loss: 11102.7259 - val_mean_absolute_error: 81.5891
Epoch 709/5000
148/148 [==============================] - 0s 27us/step - loss: 6247.4736 - mean_absolute_error: 57.5234 - val_loss: 11092.9807 - val_mean_absolute_error: 81.5473
Epoch 710/5000
148/148 [==============================] - 0s 34us/step - loss: 6240.4580 - mean_absolute_error: 57.4889 - val_loss: 11083.2534 - val_mean_absolute_error: 81.5053
Epoch 711/5000
148/148 [==============================] - 0s 34us/step - loss: 6233.4482 - mean_absolute_error: 57.4543 - val_loss: 11073.5063 - val_mean_absolute_error: 81.4634
Epoch 712/5000
148/148 [==============================] - 0s 34us/step - loss: 6226.4482 - mean_absolute_error: 57.4195 - val_loss: 11063.7353 - val_mean_absolute_error: 81.4214
Epoch 713/5000
148/148 [==============================] - 0s 27us/step - loss: 6219.4585 - mean_absolute_error: 57.3846 - val_loss: 11053.9740 - val_mean_absolute_error: 81.3793
Epoch 714/5000
148/148 [==============================] - 0s 34us/step - loss: 6212.4546 - mean_absolute_error: 57.3494 - val_loss: 11044.1933 - val_mean_absolute_error: 81.3371
Epoch 715/5000
148/148 [==============================] - 0s 27us/step - loss: 6205.4380 - mean_absolute_error: 57.3140 - val_loss: 11034.3926 - val_mean_absolute_error: 81.2947
Epoch 716/5000
148/148 [==============================] - 0s 34us/step - loss: 6198.4272 - mean_absolute_error: 57.2784 - val_loss: 11024.5687 - val_mean_absolute_error: 81.2520
Epoch 717/5000
148/148 [==============================] - 0s 34us/step - loss: 6191.4185 - mean_absolute_error: 57.2427 - val_loss: 11014.7002 - val_mean_absolute_error: 81.2087
Epoch 718/5000
148/148 [==============================] - 0s 34us/step - loss: 6184.4185 - mean_absolute_error: 57.2069 - val_loss: 11004.8424 - val_mean_absolute_error: 81.1653
Epoch 719/5000
148/148 [==============================] - 0s 27us/step - loss: 6177.4258 - mean_absolute_error: 57.1711 - val_loss: 10994.9855 - val_mean_absolute_error: 81.1219
Epoch 720/5000
148/148 [==============================] - 0s 34us/step - loss: 6170.4370 - mean_absolute_error: 57.1359 - val_loss: 10985.1233 - val_mean_absolute_error: 81.0784
Epoch 721/5000
148/148 [==============================] - 0s 34us/step - loss: 6163.4702 - mean_absolute_error: 57.1011 - val_loss: 10975.2489 - val_mean_absolute_error: 81.0349
Epoch 722/5000
148/148 [==============================] - 0s 27us/step - loss: 6156.5942 - mean_absolute_error: 57.0668 - val_loss: 10965.4105 - val_mean_absolute_error: 80.9914
Epoch 723/5000
148/148 [==============================] - 0s 27us/step - loss: 6149.7524 - mean_absolute_error: 57.0326 - val_loss: 10955.6026 - val_mean_absolute_error: 80.9479
Epoch 724/5000
148/148 [==============================] - 0s 41us/step - loss: 6142.9204 - mean_absolute_error: 56.9985 - val_loss: 10945.8369 - val_mean_absolute_error: 80.9047
Epoch 725/5000
148/148 [==============================] - 0s 27us/step - loss: 6136.1084 - mean_absolute_error: 56.9644 - val_loss: 10936.1307 - val_mean_absolute_error: 80.8618
Epoch 726/5000
148/148 [==============================] - 0s 34us/step - loss: 6129.3057 - mean_absolute_error: 56.9302 - val_loss: 10926.4804 - val_mean_absolute_error: 80.8190
Epoch 727/5000
148/148 [==============================] - 0s 34us/step - loss: 6122.5103 - mean_absolute_error: 56.8960 - val_loss: 10916.8872 - val_mean_absolute_error: 80.7765
Epoch 728/5000
148/148 [==============================] - 0s 27us/step - loss: 6115.7485 - mean_absolute_error: 56.8620 - val_loss: 10907.3274 - val_mean_absolute_error: 80.7340
Epoch 729/5000
148/148 [==============================] - 0s 34us/step - loss: 6109.0010 - mean_absolute_error: 56.8280 - val_loss: 10897.6632 - val_mean_absolute_error: 80.6915
Epoch 730/5000
148/148 [==============================] - 0s 41us/step - loss: 6102.2642 - mean_absolute_error: 56.7940 - val_loss: 10887.9973 - val_mean_absolute_error: 80.6490
Epoch 731/5000
148/148 [==============================] - 0s 27us/step - loss: 6095.5371 - mean_absolute_error: 56.7599 - val_loss: 10878.3883 - val_mean_absolute_error: 80.6067
Epoch 732/5000
148/148 [==============================] - 0s 34us/step - loss: 6088.8550 - mean_absolute_error: 56.7257 - val_loss: 10868.8226 - val_mean_absolute_error: 80.5645
Epoch 733/5000
148/148 [==============================] - 0s 27us/step - loss: 6082.1846 - mean_absolute_error: 56.6916 - val_loss: 10859.3037 - val_mean_absolute_error: 80.5225
Epoch 734/5000
148/148 [==============================] - 0s 27us/step - loss: 6075.4824 - mean_absolute_error: 56.6571 - val_loss: 10849.8321 - val_mean_absolute_error: 80.4807
Epoch 735/5000
148/148 [==============================] - 0s 34us/step - loss: 6068.7764 - mean_absolute_error: 56.6224 - val_loss: 10840.3731 - val_mean_absolute_error: 80.4389
Epoch 736/5000
148/148 [==============================] - 0s 34us/step - loss: 6062.0923 - mean_absolute_error: 56.5878 - val_loss: 10830.9216 - val_mean_absolute_error: 80.3970
Epoch 737/5000
148/148 [==============================] - 0s 34us/step - loss: 6055.4272 - mean_absolute_error: 56.5533 - val_loss: 10821.4554 - val_mean_absolute_error: 80.3549
Epoch 738/5000
148/148 [==============================] - 0s 27us/step - loss: 6048.7690 - mean_absolute_error: 56.5187 - val_loss: 10812.0273 - val_mean_absolute_error: 80.3129
Epoch 739/5000
148/148 [==============================] - 0s 34us/step - loss: 6042.1489 - mean_absolute_error: 56.4845 - val_loss: 10802.6974 - val_mean_absolute_error: 80.2714
Epoch 740/5000
148/148 [==============================] - 0s 27us/step - loss: 6035.5488 - mean_absolute_error: 56.4505 - val_loss: 10793.4181 - val_mean_absolute_error: 80.2302
Epoch 741/5000
148/148 [==============================] - 0s 34us/step - loss: 6028.9712 - mean_absolute_error: 56.4167 - val_loss: 10784.1746 - val_mean_absolute_error: 80.1889
Epoch 742/5000
148/148 [==============================] - 0s 34us/step - loss: 6022.4194 - mean_absolute_error: 56.3830 - val_loss: 10774.9232 - val_mean_absolute_error: 80.1475
Epoch 743/5000
148/148 [==============================] - 0s 27us/step - loss: 6015.8452 - mean_absolute_error: 56.3491 - val_loss: 10765.7043 - val_mean_absolute_error: 80.1063
Epoch 744/5000
148/148 [==============================] - 0s 27us/step - loss: 6009.2500 - mean_absolute_error: 56.3152 - val_loss: 10756.4797 - val_mean_absolute_error: 80.0652
Epoch 745/5000
148/148 [==============================] - 0s 34us/step - loss: 6002.6694 - mean_absolute_error: 56.2816 - val_loss: 10747.2623 - val_mean_absolute_error: 80.0241
Epoch 746/5000
148/148 [==============================] - 0s 34us/step - loss: 5996.0962 - mean_absolute_error: 56.2480 - val_loss: 10738.0622 - val_mean_absolute_error: 79.9831
Epoch 747/5000
148/148 [==============================] - 0s 27us/step - loss: 5989.5444 - mean_absolute_error: 56.2143 - val_loss: 10728.8633 - val_mean_absolute_error: 79.9420
Epoch 748/5000
148/148 [==============================] - 0s 34us/step - loss: 5983.0620 - mean_absolute_error: 56.1809 - val_loss: 10719.6745 - val_mean_absolute_error: 79.9009
Epoch 749/5000
148/148 [==============================] - 0s 34us/step - loss: 5976.5806 - mean_absolute_error: 56.1477 - val_loss: 10710.5297 - val_mean_absolute_error: 79.8598
Epoch 750/5000
148/148 [==============================] - 0s 27us/step - loss: 5970.1138 - mean_absolute_error: 56.1145 - val_loss: 10701.4112 - val_mean_absolute_error: 79.8187
Epoch 751/5000
148/148 [==============================] - 0s 41us/step - loss: 5963.6558 - mean_absolute_error: 56.0813 - val_loss: 10692.3215 - val_mean_absolute_error: 79.7778
Epoch 752/5000
148/148 [==============================] - 0s 34us/step - loss: 5957.2104 - mean_absolute_error: 56.0481 - val_loss: 10683.2232 - val_mean_absolute_error: 79.7368
Epoch 753/5000
148/148 [==============================] - 0s 27us/step - loss: 5950.8286 - mean_absolute_error: 56.0151 - val_loss: 10674.0649 - val_mean_absolute_error: 79.6952
Epoch 754/5000
148/148 [==============================] - 0s 34us/step - loss: 5944.5068 - mean_absolute_error: 55.9822 - val_loss: 10664.9205 - val_mean_absolute_error: 79.6537
Epoch 755/5000
148/148 [==============================] - 0s 34us/step - loss: 5938.2222 - mean_absolute_error: 55.9492 - val_loss: 10655.8094 - val_mean_absolute_error: 79.6122
Epoch 756/5000
148/148 [==============================] - 0s 34us/step - loss: 5931.9575 - mean_absolute_error: 55.9163 - val_loss: 10646.7546 - val_mean_absolute_error: 79.5708
Epoch 757/5000
148/148 [==============================] - 0s 27us/step - loss: 5925.7158 - mean_absolute_error: 55.8832 - val_loss: 10637.7710 - val_mean_absolute_error: 79.5296
Epoch 758/5000
148/148 [==============================] - 0s 34us/step - loss: 5919.4873 - mean_absolute_error: 55.8501 - val_loss: 10628.8372 - val_mean_absolute_error: 79.4884
Epoch 759/5000
148/148 [==============================] - 0s 34us/step - loss: 5913.3037 - mean_absolute_error: 55.8170 - val_loss: 10619.9365 - val_mean_absolute_error: 79.4472
Epoch 760/5000
148/148 [==============================] - 0s 27us/step - loss: 5907.1714 - mean_absolute_error: 55.7840 - val_loss: 10611.0949 - val_mean_absolute_error: 79.4060
Epoch 761/5000
148/148 [==============================] - 0s 41us/step - loss: 5901.0508 - mean_absolute_error: 55.7511 - val_loss: 10602.2859 - val_mean_absolute_error: 79.3650
Epoch 762/5000
148/148 [==============================] - 0s 27us/step - loss: 5894.9453 - mean_absolute_error: 55.7181 - val_loss: 10593.4068 - val_mean_absolute_error: 79.3237
Epoch 763/5000
148/148 [==============================] - 0s 34us/step - loss: 5888.8438 - mean_absolute_error: 55.6848 - val_loss: 10584.5290 - val_mean_absolute_error: 79.2820
Epoch 764/5000
148/148 [==============================] - 0s 34us/step - loss: 5882.7617 - mean_absolute_error: 55.6515 - val_loss: 10575.6771 - val_mean_absolute_error: 79.2403
Epoch 765/5000
148/148 [==============================] - 0s 34us/step - loss: 5876.7080 - mean_absolute_error: 55.6180 - val_loss: 10566.8389 - val_mean_absolute_error: 79.1984
Epoch 766/5000
148/148 [==============================] - 0s 34us/step - loss: 5870.6592 - mean_absolute_error: 55.5842 - val_loss: 10557.9993 - val_mean_absolute_error: 79.1566
Epoch 767/5000
148/148 [==============================] - 0s 34us/step - loss: 5864.6211 - mean_absolute_error: 55.5503 - val_loss: 10549.1578 - val_mean_absolute_error: 79.1146
Epoch 768/5000
148/148 [==============================] - 0s 27us/step - loss: 5858.6025 - mean_absolute_error: 55.5164 - val_loss: 10540.3328 - val_mean_absolute_error: 79.0727
Epoch 769/5000
148/148 [==============================] - 0s 34us/step - loss: 5852.6411 - mean_absolute_error: 55.4827 - val_loss: 10531.5603 - val_mean_absolute_error: 79.0309
Epoch 770/5000
148/148 [==============================] - 0s 34us/step - loss: 5846.6914 - mean_absolute_error: 55.4492 - val_loss: 10522.8470 - val_mean_absolute_error: 78.9893
Epoch 771/5000
148/148 [==============================] - 0s 41us/step - loss: 5840.7515 - mean_absolute_error: 55.4158 - val_loss: 10514.2014 - val_mean_absolute_error: 78.9480
Epoch 772/5000
148/148 [==============================] - 0s 34us/step - loss: 5834.8267 - mean_absolute_error: 55.3825 - val_loss: 10505.6198 - val_mean_absolute_error: 78.9069
Epoch 773/5000
148/148 [==============================] - 0s 41us/step - loss: 5828.9194 - mean_absolute_error: 55.3492 - val_loss: 10497.0470 - val_mean_absolute_error: 78.8657
Epoch 774/5000
148/148 [==============================] - 0s 47us/step - loss: 5823.0303 - mean_absolute_error: 55.3158 - val_loss: 10488.5255 - val_mean_absolute_error: 78.8246
Epoch 775/5000
148/148 [==============================] - 0s 41us/step - loss: 5817.2290 - mean_absolute_error: 55.2824 - val_loss: 10480.0760 - val_mean_absolute_error: 78.7838
Epoch 776/5000
148/148 [==============================] - 0s 27us/step - loss: 5811.5034 - mean_absolute_error: 55.2492 - val_loss: 10471.6801 - val_mean_absolute_error: 78.7430
Epoch 777/5000
148/148 [==============================] - 0s 41us/step - loss: 5805.8618 - mean_absolute_error: 55.2163 - val_loss: 10463.4063 - val_mean_absolute_error: 78.7027
Epoch 778/5000
148/148 [==============================] - 0s 27us/step - loss: 5800.2383 - mean_absolute_error: 55.1834 - val_loss: 10455.2674 - val_mean_absolute_error: 78.6631
Epoch 779/5000
148/148 [==============================] - 0s 34us/step - loss: 5794.6670 - mean_absolute_error: 55.1509 - val_loss: 10447.1951 - val_mean_absolute_error: 78.6236
Epoch 780/5000
148/148 [==============================] - 0s 34us/step - loss: 5789.1558 - mean_absolute_error: 55.1185 - val_loss: 10439.1970 - val_mean_absolute_error: 78.5843
Epoch 781/5000
148/148 [==============================] - 0s 27us/step - loss: 5783.6626 - mean_absolute_error: 55.0861 - val_loss: 10431.2637 - val_mean_absolute_error: 78.5451
Epoch 782/5000
148/148 [==============================] - 0s 27us/step - loss: 5778.1855 - mean_absolute_error: 55.0542 - val_loss: 10423.3773 - val_mean_absolute_error: 78.5060
Epoch 783/5000
148/148 [==============================] - 0s 34us/step - loss: 5772.7173 - mean_absolute_error: 55.0230 - val_loss: 10415.5212 - val_mean_absolute_error: 78.4669
Epoch 784/5000
148/148 [==============================] - 0s 27us/step - loss: 5767.2686 - mean_absolute_error: 54.9917 - val_loss: 10407.6835 - val_mean_absolute_error: 78.4279
Epoch 785/5000
148/148 [==============================] - 0s 41us/step - loss: 5761.8403 - mean_absolute_error: 54.9606 - val_loss: 10399.9032 - val_mean_absolute_error: 78.3891
Epoch 786/5000
148/148 [==============================] - 0s 27us/step - loss: 5756.4209 - mean_absolute_error: 54.9294 - val_loss: 10392.1510 - val_mean_absolute_error: 78.3503
Epoch 787/5000
148/148 [==============================] - 0s 27us/step - loss: 5751.0132 - mean_absolute_error: 54.8982 - val_loss: 10384.4720 - val_mean_absolute_error: 78.3118
Epoch 788/5000
148/148 [==============================] - 0s 41us/step - loss: 5745.6255 - mean_absolute_error: 54.8671 - val_loss: 10376.8723 - val_mean_absolute_error: 78.2735
Epoch 789/5000
148/148 [==============================] - 0s 27us/step - loss: 5740.2485 - mean_absolute_error: 54.8360 - val_loss: 10369.2640 - val_mean_absolute_error: 78.2351
Epoch 790/5000
148/148 [==============================] - 0s 27us/step - loss: 5734.8784 - mean_absolute_error: 54.8049 - val_loss: 10361.6651 - val_mean_absolute_error: 78.1965
Epoch 791/5000
148/148 [==============================] - 0s 41us/step - loss: 5729.5264 - mean_absolute_error: 54.7738 - val_loss: 10354.0686 - val_mean_absolute_error: 78.1577
Epoch 792/5000
148/148 [==============================] - 0s 27us/step - loss: 5724.1792 - mean_absolute_error: 54.7426 - val_loss: 10346.4978 - val_mean_absolute_error: 78.1190
Epoch 793/5000
148/148 [==============================] - 0s 20us/step - loss: 5718.8423 - mean_absolute_error: 54.7115 - val_loss: 10339.0228 - val_mean_absolute_error: 78.0806
Epoch 794/5000
148/148 [==============================] - 0s 34us/step - loss: 5713.5181 - mean_absolute_error: 54.6803 - val_loss: 10331.6024 - val_mean_absolute_error: 78.0424
Epoch 795/5000
148/148 [==============================] - 0s 34us/step - loss: 5708.2227 - mean_absolute_error: 54.6493 - val_loss: 10324.1997 - val_mean_absolute_error: 78.0042
Epoch 796/5000
148/148 [==============================] - 0s 27us/step - loss: 5702.9517 - mean_absolute_error: 54.6182 - val_loss: 10316.7993 - val_mean_absolute_error: 77.9661
Epoch 797/5000
148/148 [==============================] - 0s 27us/step - loss: 5697.6826 - mean_absolute_error: 54.5871 - val_loss: 10309.4796 - val_mean_absolute_error: 77.9283
Epoch 798/5000
148/148 [==============================] - 0s 34us/step - loss: 5692.4233 - mean_absolute_error: 54.5561 - val_loss: 10302.2344 - val_mean_absolute_error: 77.8908
Epoch 799/5000
148/148 [==============================] - 0s 27us/step - loss: 5687.1655 - mean_absolute_error: 54.5250 - val_loss: 10295.0066 - val_mean_absolute_error: 77.8536
Epoch 800/5000
148/148 [==============================] - 0s 34us/step - loss: 5681.9326 - mean_absolute_error: 54.4940 - val_loss: 10287.6640 - val_mean_absolute_error: 77.8160
Epoch 801/5000
148/148 [==============================] - 0s 34us/step - loss: 5676.7080 - mean_absolute_error: 54.4630 - val_loss: 10280.3563 - val_mean_absolute_error: 77.7785
Epoch 802/5000
148/148 [==============================] - 0s 27us/step - loss: 5671.4863 - mean_absolute_error: 54.4319 - val_loss: 10273.1402 - val_mean_absolute_error: 77.7414
Epoch 803/5000
148/148 [==============================] - 0s 34us/step - loss: 5666.2734 - mean_absolute_error: 54.4007 - val_loss: 10266.0105 - val_mean_absolute_error: 77.7048
Epoch 804/5000
148/148 [==============================] - 0s 34us/step - loss: 5661.0640 - mean_absolute_error: 54.3696 - val_loss: 10258.8986 - val_mean_absolute_error: 77.6684
Epoch 805/5000
148/148 [==============================] - 0s 27us/step - loss: 5655.8745 - mean_absolute_error: 54.3385 - val_loss: 10251.8366 - val_mean_absolute_error: 77.6323
Epoch 806/5000
148/148 [==============================] - 0s 34us/step - loss: 5650.6982 - mean_absolute_error: 54.3074 - val_loss: 10244.8240 - val_mean_absolute_error: 77.5964
Epoch 807/5000
148/148 [==============================] - 0s 27us/step - loss: 5645.5303 - mean_absolute_error: 54.2763 - val_loss: 10237.8008 - val_mean_absolute_error: 77.5604
Epoch 808/5000
148/148 [==============================] - 0s 34us/step - loss: 5640.3755 - mean_absolute_error: 54.2453 - val_loss: 10230.8463 - val_mean_absolute_error: 77.5243
Epoch 809/5000
148/148 [==============================] - 0s 27us/step - loss: 5635.2515 - mean_absolute_error: 54.2145 - val_loss: 10223.9014 - val_mean_absolute_error: 77.4883
Epoch 810/5000
148/148 [==============================] - 0s 27us/step - loss: 5630.1343 - mean_absolute_error: 54.1837 - val_loss: 10216.9878 - val_mean_absolute_error: 77.4524
Epoch 811/5000
148/148 [==============================] - 0s 34us/step - loss: 5625.0459 - mean_absolute_error: 54.1531 - val_loss: 10210.1429 - val_mean_absolute_error: 77.4168
Epoch 812/5000
148/148 [==============================] - 0s 34us/step - loss: 5619.9634 - mean_absolute_error: 54.1224 - val_loss: 10203.3018 - val_mean_absolute_error: 77.3810
Epoch 813/5000
148/148 [==============================] - 0s 27us/step - loss: 5614.8950 - mean_absolute_error: 54.0919 - val_loss: 10196.4271 - val_mean_absolute_error: 77.3450
Epoch 814/5000
148/148 [==============================] - 0s 41us/step - loss: 5609.8164 - mean_absolute_error: 54.0613 - val_loss: 10189.5873 - val_mean_absolute_error: 77.3092
Epoch 815/5000
148/148 [==============================] - 0s 34us/step - loss: 5604.7573 - mean_absolute_error: 54.0324 - val_loss: 10182.8069 - val_mean_absolute_error: 77.2738
Epoch 816/5000
148/148 [==============================] - 0s 41us/step - loss: 5599.7080 - mean_absolute_error: 54.0049 - val_loss: 10176.0277 - val_mean_absolute_error: 77.2386
Epoch 817/5000
148/148 [==============================] - 0s 34us/step - loss: 5594.6782 - mean_absolute_error: 53.9776 - val_loss: 10169.2726 - val_mean_absolute_error: 77.2035
Epoch 818/5000
148/148 [==============================] - 0s 41us/step - loss: 5589.6514 - mean_absolute_error: 53.9501 - val_loss: 10162.5139 - val_mean_absolute_error: 77.1683
Epoch 819/5000
148/148 [==============================] - 0s 41us/step - loss: 5584.6284 - mean_absolute_error: 53.9226 - val_loss: 10155.7690 - val_mean_absolute_error: 77.1330
Epoch 820/5000
148/148 [==============================] - 0s 34us/step - loss: 5579.6108 - mean_absolute_error: 53.8950 - val_loss: 10149.0642 - val_mean_absolute_error: 77.0979
Epoch 821/5000
148/148 [==============================] - 0s 27us/step - loss: 5574.6045 - mean_absolute_error: 53.8675 - val_loss: 10142.4148 - val_mean_absolute_error: 77.0632
Epoch 822/5000
148/148 [==============================] - 0s 41us/step - loss: 5569.6079 - mean_absolute_error: 53.8401 - val_loss: 10135.7946 - val_mean_absolute_error: 77.0286
Epoch 823/5000
148/148 [==============================] - 0s 34us/step - loss: 5564.6177 - mean_absolute_error: 53.8127 - val_loss: 10129.1480 - val_mean_absolute_error: 76.9938
Epoch 824/5000
148/148 [==============================] - 0s 34us/step - loss: 5559.6416 - mean_absolute_error: 53.7853 - val_loss: 10122.5459 - val_mean_absolute_error: 76.9593
Epoch 825/5000
148/148 [==============================] - 0s 34us/step - loss: 5554.6660 - mean_absolute_error: 53.7578 - val_loss: 10115.9840 - val_mean_absolute_error: 76.9249
Epoch 826/5000
148/148 [==============================] - 0s 41us/step - loss: 5549.6890 - mean_absolute_error: 53.7302 - val_loss: 10109.4257 - val_mean_absolute_error: 76.8903
Epoch 827/5000
148/148 [==============================] - 0s 34us/step - loss: 5544.7188 - mean_absolute_error: 53.7025 - val_loss: 10102.8298 - val_mean_absolute_error: 76.8555
Epoch 828/5000
148/148 [==============================] - 0s 27us/step - loss: 5539.7549 - mean_absolute_error: 53.6747 - val_loss: 10096.1591 - val_mean_absolute_error: 76.8203
Epoch 829/5000
148/148 [==============================] - 0s 27us/step - loss: 5534.8027 - mean_absolute_error: 53.6467 - val_loss: 10089.4637 - val_mean_absolute_error: 76.7852
Epoch 830/5000
148/148 [==============================] - 0s 27us/step - loss: 5529.8423 - mean_absolute_error: 53.6185 - val_loss: 10082.7677 - val_mean_absolute_error: 76.7498
Epoch 831/5000
148/148 [==============================] - 0s 27us/step - loss: 5524.8887 - mean_absolute_error: 53.5903 - val_loss: 10076.0505 - val_mean_absolute_error: 76.7144
Epoch 832/5000
148/148 [==============================] - 0s 34us/step - loss: 5519.9424 - mean_absolute_error: 53.5621 - val_loss: 10069.3488 - val_mean_absolute_error: 76.6788
Epoch 833/5000
148/148 [==============================] - 0s 27us/step - loss: 5514.9995 - mean_absolute_error: 53.5338 - val_loss: 10062.6320 - val_mean_absolute_error: 76.6430
Epoch 834/5000
148/148 [==============================] - 0s 27us/step - loss: 5510.0601 - mean_absolute_error: 53.5054 - val_loss: 10055.9182 - val_mean_absolute_error: 76.6070
Epoch 835/5000
148/148 [==============================] - 0s 41us/step - loss: 5505.1235 - mean_absolute_error: 53.4770 - val_loss: 10049.1508 - val_mean_absolute_error: 76.5707
Epoch 836/5000
148/148 [==============================] - 0s 34us/step - loss: 5500.1958 - mean_absolute_error: 53.4485 - val_loss: 10042.4011 - val_mean_absolute_error: 76.5345
Epoch 837/5000
148/148 [==============================] - 0s 27us/step - loss: 5495.2754 - mean_absolute_error: 53.4201 - val_loss: 10035.6352 - val_mean_absolute_error: 76.4981
Epoch 838/5000
148/148 [==============================] - 0s 41us/step - loss: 5490.3657 - mean_absolute_error: 53.3918 - val_loss: 10028.8540 - val_mean_absolute_error: 76.4617
Epoch 839/5000
148/148 [==============================] - 0s 34us/step - loss: 5485.4536 - mean_absolute_error: 53.3634 - val_loss: 10022.0968 - val_mean_absolute_error: 76.4255
Epoch 840/5000
148/148 [==============================] - 0s 27us/step - loss: 5480.5610 - mean_absolute_error: 53.3351 - val_loss: 10015.3049 - val_mean_absolute_error: 76.3890
Epoch 841/5000
148/148 [==============================] - 0s 34us/step - loss: 5475.6709 - mean_absolute_error: 53.3066 - val_loss: 10008.5113 - val_mean_absolute_error: 76.3524
Epoch 842/5000
148/148 [==============================] - 0s 34us/step - loss: 5470.7842 - mean_absolute_error: 53.2781 - val_loss: 10001.7166 - val_mean_absolute_error: 76.3159
Epoch 843/5000
148/148 [==============================] - 0s 27us/step - loss: 5465.9170 - mean_absolute_error: 53.2496 - val_loss: 9994.9286 - val_mean_absolute_error: 76.2795
Epoch 844/5000
148/148 [==============================] - 0s 34us/step - loss: 5461.0430 - mean_absolute_error: 53.2208 - val_loss: 9988.1356 - val_mean_absolute_error: 76.2430
Epoch 845/5000
148/148 [==============================] - 0s 34us/step - loss: 5456.1680 - mean_absolute_error: 53.1921 - val_loss: 9981.3499 - val_mean_absolute_error: 76.2066
Epoch 846/5000
148/148 [==============================] - 0s 34us/step - loss: 5451.2954 - mean_absolute_error: 53.1633 - val_loss: 9974.6467 - val_mean_absolute_error: 76.1705
Epoch 847/5000
148/148 [==============================] - 0s 34us/step - loss: 5446.4404 - mean_absolute_error: 53.1346 - val_loss: 9967.9527 - val_mean_absolute_error: 76.1343
Epoch 848/5000
148/148 [==============================] - 0s 41us/step - loss: 5441.5859 - mean_absolute_error: 53.1057 - val_loss: 9961.3241 - val_mean_absolute_error: 76.0985
Epoch 849/5000
148/148 [==============================] - 0s 34us/step - loss: 5436.7378 - mean_absolute_error: 53.0769 - val_loss: 9954.7588 - val_mean_absolute_error: 76.0629
Epoch 850/5000
148/148 [==============================] - 0s 34us/step - loss: 5431.9033 - mean_absolute_error: 53.0480 - val_loss: 9948.2026 - val_mean_absolute_error: 76.0275
Epoch 851/5000
148/148 [==============================] - 0s 27us/step - loss: 5427.0728 - mean_absolute_error: 53.0191 - val_loss: 9941.6458 - val_mean_absolute_error: 75.9922
Epoch 852/5000
148/148 [==============================] - 0s 34us/step - loss: 5422.2397 - mean_absolute_error: 52.9903 - val_loss: 9935.0995 - val_mean_absolute_error: 75.9570
Epoch 853/5000
148/148 [==============================] - 0s 34us/step - loss: 5417.4375 - mean_absolute_error: 52.9615 - val_loss: 9928.5702 - val_mean_absolute_error: 75.9227
Epoch 854/5000
148/148 [==============================] - 0s 27us/step - loss: 5412.6572 - mean_absolute_error: 52.9330 - val_loss: 9922.0202 - val_mean_absolute_error: 75.8885
Epoch 855/5000
148/148 [==============================] - 0s 34us/step - loss: 5407.8740 - mean_absolute_error: 52.9048 - val_loss: 9915.4973 - val_mean_absolute_error: 75.8543
Epoch 856/5000
148/148 [==============================] - 0s 34us/step - loss: 5403.1045 - mean_absolute_error: 52.8768 - val_loss: 9908.9981 - val_mean_absolute_error: 75.8201
Epoch 857/5000
148/148 [==============================] - 0s 27us/step - loss: 5398.3384 - mean_absolute_error: 52.8489 - val_loss: 9902.5211 - val_mean_absolute_error: 75.7860
Epoch 858/5000
148/148 [==============================] - 0s 34us/step - loss: 5393.5767 - mean_absolute_error: 52.8210 - val_loss: 9896.0136 - val_mean_absolute_error: 75.7518
Epoch 859/5000
148/148 [==============================] - 0s 34us/step - loss: 5388.8462 - mean_absolute_error: 52.7933 - val_loss: 9889.4296 - val_mean_absolute_error: 75.7178
Epoch 860/5000
148/148 [==============================] - 0s 34us/step - loss: 5384.1099 - mean_absolute_error: 52.7657 - val_loss: 9882.9285 - val_mean_absolute_error: 75.6844
Epoch 861/5000
148/148 [==============================] - 0s 34us/step - loss: 5379.3584 - mean_absolute_error: 52.7380 - val_loss: 9876.4782 - val_mean_absolute_error: 75.6515
Epoch 862/5000
148/148 [==============================] - 0s 34us/step - loss: 5374.6074 - mean_absolute_error: 52.7103 - val_loss: 9870.0107 - val_mean_absolute_error: 75.6186
Epoch 863/5000
148/148 [==============================] - 0s 34us/step - loss: 5369.8613 - mean_absolute_error: 52.6827 - val_loss: 9863.6201 - val_mean_absolute_error: 75.5859
Epoch 864/5000
148/148 [==============================] - 0s 27us/step - loss: 5365.1182 - mean_absolute_error: 52.6549 - val_loss: 9857.2993 - val_mean_absolute_error: 75.5533
Epoch 865/5000
148/148 [==============================] - 0s 27us/step - loss: 5360.3848 - mean_absolute_error: 52.6270 - val_loss: 9851.1305 - val_mean_absolute_error: 75.5211
Epoch 866/5000
148/148 [==============================] - 0s 34us/step - loss: 5355.6392 - mean_absolute_error: 52.5988 - val_loss: 9845.0678 - val_mean_absolute_error: 75.4890
Epoch 867/5000
148/148 [==============================] - 0s 27us/step - loss: 5350.8540 - mean_absolute_error: 52.5702 - val_loss: 9839.0412 - val_mean_absolute_error: 75.4568
Epoch 868/5000
148/148 [==============================] - 0s 27us/step - loss: 5346.0391 - mean_absolute_error: 52.5414 - val_loss: 9833.0484 - val_mean_absolute_error: 75.4248
Epoch 869/5000
148/148 [==============================] - 0s 41us/step - loss: 5341.2246 - mean_absolute_error: 52.5125 - val_loss: 9826.9765 - val_mean_absolute_error: 75.3923
Epoch 870/5000
148/148 [==============================] - 0s 34us/step - loss: 5336.4180 - mean_absolute_error: 52.4839 - val_loss: 9820.8643 - val_mean_absolute_error: 75.3599
Epoch 871/5000
148/148 [==============================] - 0s 34us/step - loss: 5331.5303 - mean_absolute_error: 52.4550 - val_loss: 9814.7795 - val_mean_absolute_error: 75.3276
Epoch 872/5000
148/148 [==============================] - 0s 41us/step - loss: 5326.5591 - mean_absolute_error: 52.4257 - val_loss: 9808.7915 - val_mean_absolute_error: 75.2958
Epoch 873/5000
148/148 [==============================] - 0s 34us/step - loss: 5321.5596 - mean_absolute_error: 52.3962 - val_loss: 9802.9149 - val_mean_absolute_error: 75.2643
Epoch 874/5000
148/148 [==============================] - 0s 34us/step - loss: 5316.5322 - mean_absolute_error: 52.3664 - val_loss: 9797.1393 - val_mean_absolute_error: 75.2333
Epoch 875/5000
148/148 [==============================] - 0s 27us/step - loss: 5311.4648 - mean_absolute_error: 52.3364 - val_loss: 9791.4087 - val_mean_absolute_error: 75.2024
Epoch 876/5000
148/148 [==============================] - 0s 34us/step - loss: 5306.3643 - mean_absolute_error: 52.3063 - val_loss: 9785.6804 - val_mean_absolute_error: 75.1716
Epoch 877/5000
148/148 [==============================] - 0s 34us/step - loss: 5301.2222 - mean_absolute_error: 52.2759 - val_loss: 9779.9451 - val_mean_absolute_error: 75.1407
Epoch 878/5000
148/148 [==============================] - 0s 41us/step - loss: 5296.0776 - mean_absolute_error: 52.2457 - val_loss: 9774.2889 - val_mean_absolute_error: 75.1101
Epoch 879/5000
148/148 [==============================] - 0s 41us/step - loss: 5290.9160 - mean_absolute_error: 52.2152 - val_loss: 9768.7272 - val_mean_absolute_error: 75.0805
Epoch 880/5000
148/148 [==============================] - 0s 34us/step - loss: 5285.7534 - mean_absolute_error: 52.1850 - val_loss: 9763.1863 - val_mean_absolute_error: 75.0513
Epoch 881/5000
148/148 [==============================] - 0s 27us/step - loss: 5280.5645 - mean_absolute_error: 52.1549 - val_loss: 9757.6258 - val_mean_absolute_error: 75.0222
Epoch 882/5000
148/148 [==============================] - 0s 34us/step - loss: 5275.3462 - mean_absolute_error: 52.1252 - val_loss: 9752.0839 - val_mean_absolute_error: 74.9933
Epoch 883/5000
148/148 [==============================] - 0s 27us/step - loss: 5270.1206 - mean_absolute_error: 52.0960 - val_loss: 9746.5783 - val_mean_absolute_error: 74.9644
Epoch 884/5000
148/148 [==============================] - 0s 34us/step - loss: 5264.8540 - mean_absolute_error: 52.0668 - val_loss: 9741.0878 - val_mean_absolute_error: 74.9357
Epoch 885/5000
148/148 [==============================] - 0s 34us/step - loss: 5259.5361 - mean_absolute_error: 52.0374 - val_loss: 9735.6118 - val_mean_absolute_error: 74.9069
Epoch 886/5000
148/148 [==============================] - 0s 41us/step - loss: 5254.1860 - mean_absolute_error: 52.0079 - val_loss: 9730.1777 - val_mean_absolute_error: 74.8785
Epoch 887/5000
148/148 [==============================] - 0s 34us/step - loss: 5248.8242 - mean_absolute_error: 51.9784 - val_loss: 9724.7966 - val_mean_absolute_error: 74.8503
Epoch 888/5000
148/148 [==============================] - 0s 41us/step - loss: 5243.4692 - mean_absolute_error: 51.9489 - val_loss: 9719.4853 - val_mean_absolute_error: 74.8227
Epoch 889/5000
148/148 [==============================] - 0s 27us/step - loss: 5238.0488 - mean_absolute_error: 51.9193 - val_loss: 9714.2246 - val_mean_absolute_error: 74.7954
Epoch 890/5000
148/148 [==============================] - 0s 34us/step - loss: 5232.5508 - mean_absolute_error: 51.8893 - val_loss: 9708.9966 - val_mean_absolute_error: 74.7682
Epoch 891/5000
148/148 [==============================] - 0s 34us/step - loss: 5227.0229 - mean_absolute_error: 51.8592 - val_loss: 9703.6741 - val_mean_absolute_error: 74.7406
Epoch 892/5000
148/148 [==============================] - 0s 34us/step - loss: 5221.4746 - mean_absolute_error: 51.8287 - val_loss: 9698.2163 - val_mean_absolute_error: 74.7122
Epoch 893/5000
148/148 [==============================] - 0s 27us/step - loss: 5215.9336 - mean_absolute_error: 51.7982 - val_loss: 9692.7346 - val_mean_absolute_error: 74.6833
Epoch 894/5000
148/148 [==============================] - 0s 34us/step - loss: 5210.3867 - mean_absolute_error: 51.7671 - val_loss: 9687.2672 - val_mean_absolute_error: 74.6541
Epoch 895/5000
148/148 [==============================] - 0s 34us/step - loss: 5204.8179 - mean_absolute_error: 51.7358 - val_loss: 9681.7939 - val_mean_absolute_error: 74.6246
Epoch 896/5000
148/148 [==============================] - 0s 34us/step - loss: 5199.1758 - mean_absolute_error: 51.7048 - val_loss: 9676.3395 - val_mean_absolute_error: 74.5947
Epoch 897/5000
148/148 [==============================] - 0s 34us/step - loss: 5193.5073 - mean_absolute_error: 51.6739 - val_loss: 9670.8901 - val_mean_absolute_error: 74.5644
Epoch 898/5000
148/148 [==============================] - 0s 27us/step - loss: 5187.8315 - mean_absolute_error: 51.6428 - val_loss: 9665.4422 - val_mean_absolute_error: 74.5338
Epoch 899/5000
148/148 [==============================] - 0s 27us/step - loss: 5182.1465 - mean_absolute_error: 51.6116 - val_loss: 9659.9358 - val_mean_absolute_error: 74.5026
Epoch 900/5000
148/148 [==============================] - 0s 27us/step - loss: 5176.4546 - mean_absolute_error: 51.5803 - val_loss: 9654.3483 - val_mean_absolute_error: 74.4708
Epoch 901/5000
148/148 [==============================] - 0s 34us/step - loss: 5170.7690 - mean_absolute_error: 51.5492 - val_loss: 9648.7286 - val_mean_absolute_error: 74.4385
Epoch 902/5000
148/148 [==============================] - 0s 34us/step - loss: 5165.0977 - mean_absolute_error: 51.5182 - val_loss: 9643.1214 - val_mean_absolute_error: 74.4057
Epoch 903/5000
148/148 [==============================] - 0s 34us/step - loss: 5159.4009 - mean_absolute_error: 51.4870 - val_loss: 9637.5203 - val_mean_absolute_error: 74.3728
Epoch 904/5000
148/148 [==============================] - 0s 27us/step - loss: 5153.6816 - mean_absolute_error: 51.4554 - val_loss: 9631.9121 - val_mean_absolute_error: 74.3396
Epoch 905/5000
148/148 [==============================] - 0s 41us/step - loss: 5147.9614 - mean_absolute_error: 51.4238 - val_loss: 9626.2891 - val_mean_absolute_error: 74.3065
Epoch 906/5000
148/148 [==============================] - 0s 34us/step - loss: 5142.2388 - mean_absolute_error: 51.3921 - val_loss: 9620.6463 - val_mean_absolute_error: 74.2728
Epoch 907/5000
148/148 [==============================] - 0s 34us/step - loss: 5136.5205 - mean_absolute_error: 51.3600 - val_loss: 9615.0174 - val_mean_absolute_error: 74.2390
Epoch 908/5000
148/148 [==============================] - 0s 34us/step - loss: 5130.8018 - mean_absolute_error: 51.3280 - val_loss: 9609.3130 - val_mean_absolute_error: 74.2049
Epoch 909/5000
148/148 [==============================] - 0s 34us/step - loss: 5125.1011 - mean_absolute_error: 51.2960 - val_loss: 9603.4381 - val_mean_absolute_error: 74.1701
Epoch 910/5000
148/148 [==============================] - 0s 34us/step - loss: 5119.3994 - mean_absolute_error: 51.2641 - val_loss: 9597.5309 - val_mean_absolute_error: 74.1352
Epoch 911/5000
148/148 [==============================] - 0s 41us/step - loss: 5113.7305 - mean_absolute_error: 51.2326 - val_loss: 9591.6492 - val_mean_absolute_error: 74.1005
Epoch 912/5000
148/148 [==============================] - 0s 27us/step - loss: 5108.0957 - mean_absolute_error: 51.2016 - val_loss: 9585.8267 - val_mean_absolute_error: 74.0661
Epoch 913/5000
148/148 [==============================] - 0s 34us/step - loss: 5102.4600 - mean_absolute_error: 51.1708 - val_loss: 9580.0506 - val_mean_absolute_error: 74.0319
Epoch 914/5000
148/148 [==============================] - 0s 27us/step - loss: 5096.8340 - mean_absolute_error: 51.1401 - val_loss: 9574.1466 - val_mean_absolute_error: 73.9970
Epoch 915/5000
148/148 [==============================] - 0s 34us/step - loss: 5091.2173 - mean_absolute_error: 51.1094 - val_loss: 9568.1186 - val_mean_absolute_error: 73.9611
Epoch 916/5000
148/148 [==============================] - 0s 27us/step - loss: 5085.6021 - mean_absolute_error: 51.0785 - val_loss: 9562.0493 - val_mean_absolute_error: 73.9245
Epoch 917/5000
148/148 [==============================] - 0s 34us/step - loss: 5080.0117 - mean_absolute_error: 51.0476 - val_loss: 9555.9593 - val_mean_absolute_error: 73.8875
Epoch 918/5000
148/148 [==============================] - 0s 27us/step - loss: 5074.4341 - mean_absolute_error: 51.0166 - val_loss: 9549.9230 - val_mean_absolute_error: 73.8509
Epoch 919/5000
148/148 [==============================] - 0s 34us/step - loss: 5068.8740 - mean_absolute_error: 50.9857 - val_loss: 9543.8554 - val_mean_absolute_error: 73.8145
Epoch 920/5000
148/148 [==============================] - 0s 34us/step - loss: 5063.3125 - mean_absolute_error: 50.9550 - val_loss: 9537.8061 - val_mean_absolute_error: 73.7785
Epoch 921/5000
148/148 [==============================] - 0s 108us/step - loss: 5057.7700 - mean_absolute_error: 50.9243 - val_loss: 9531.7157 - val_mean_absolute_error: 73.7425
Epoch 922/5000
148/148 [==============================] - 0s 34us/step - loss: 5052.2622 - mean_absolute_error: 50.8936 - val_loss: 9525.6990 - val_mean_absolute_error: 73.7069
Epoch 923/5000
148/148 [==============================] - 0s 34us/step - loss: 5046.8022 - mean_absolute_error: 50.8629 - val_loss: 9519.7660 - val_mean_absolute_error: 73.6716
Epoch 924/5000
148/148 [==============================] - 0s 34us/step - loss: 5041.4688 - mean_absolute_error: 50.8325 - val_loss: 9513.8712 - val_mean_absolute_error: 73.6363
Epoch 925/5000
148/148 [==============================] - 0s 27us/step - loss: 5036.1401 - mean_absolute_error: 50.8022 - val_loss: 9508.0776 - val_mean_absolute_error: 73.6013
Epoch 926/5000
148/148 [==============================] - 0s 27us/step - loss: 5030.8057 - mean_absolute_error: 50.7716 - val_loss: 9502.3569 - val_mean_absolute_error: 73.5664
Epoch 927/5000
148/148 [==============================] - 0s 34us/step - loss: 5025.4844 - mean_absolute_error: 50.7408 - val_loss: 9496.6212 - val_mean_absolute_error: 73.5312
Epoch 928/5000
148/148 [==============================] - 0s 34us/step - loss: 5020.2012 - mean_absolute_error: 50.7101 - val_loss: 9490.8733 - val_mean_absolute_error: 73.4977
Epoch 929/5000
148/148 [==============================] - 0s 27us/step - loss: 5014.9434 - mean_absolute_error: 50.6795 - val_loss: 9485.0939 - val_mean_absolute_error: 73.4650
Epoch 930/5000
148/148 [==============================] - 0s 41us/step - loss: 5009.7007 - mean_absolute_error: 50.6490 - val_loss: 9479.2840 - val_mean_absolute_error: 73.4328
Epoch 931/5000
148/148 [==============================] - 0s 41us/step - loss: 5004.4829 - mean_absolute_error: 50.6192 - val_loss: 9473.5488 - val_mean_absolute_error: 73.4009
Epoch 932/5000
148/148 [==============================] - 0s 34us/step - loss: 4999.2700 - mean_absolute_error: 50.5894 - val_loss: 9467.8626 - val_mean_absolute_error: 73.3693
Epoch 933/5000
148/148 [==============================] - 0s 34us/step - loss: 4994.0640 - mean_absolute_error: 50.5598 - val_loss: 9462.2206 - val_mean_absolute_error: 73.3381
Epoch 934/5000
148/148 [==============================] - 0s 34us/step - loss: 4988.8799 - mean_absolute_error: 50.5305 - val_loss: 9456.5944 - val_mean_absolute_error: 73.3069
Epoch 935/5000
148/148 [==============================] - 0s 27us/step - loss: 4983.7080 - mean_absolute_error: 50.5012 - val_loss: 9451.0052 - val_mean_absolute_error: 73.2762
Epoch 936/5000
148/148 [==============================] - 0s 34us/step - loss: 4978.5732 - mean_absolute_error: 50.4721 - val_loss: 9445.5143 - val_mean_absolute_error: 73.2465
Epoch 937/5000
148/148 [==============================] - 0s 34us/step - loss: 4973.4453 - mean_absolute_error: 50.4431 - val_loss: 9440.0540 - val_mean_absolute_error: 73.2170
Epoch 938/5000
148/148 [==============================] - 0s 34us/step - loss: 4968.3472 - mean_absolute_error: 50.4142 - val_loss: 9434.6026 - val_mean_absolute_error: 73.1876
Epoch 939/5000
148/148 [==============================] - 0s 34us/step - loss: 4963.2466 - mean_absolute_error: 50.3851 - val_loss: 9429.1330 - val_mean_absolute_error: 73.1578
Epoch 940/5000
148/148 [==============================] - 0s 27us/step - loss: 4958.1680 - mean_absolute_error: 50.3559 - val_loss: 9423.6834 - val_mean_absolute_error: 73.1280
Epoch 941/5000
148/148 [==============================] - 0s 34us/step - loss: 4953.1133 - mean_absolute_error: 50.3270 - val_loss: 9418.2710 - val_mean_absolute_error: 73.0987
Epoch 942/5000
148/148 [==============================] - 0s 41us/step - loss: 4948.0723 - mean_absolute_error: 50.2981 - val_loss: 9412.9262 - val_mean_absolute_error: 73.0698
Epoch 943/5000
148/148 [==============================] - 0s 27us/step - loss: 4943.0181 - mean_absolute_error: 50.2690 - val_loss: 9407.6485 - val_mean_absolute_error: 73.0413
Epoch 944/5000
148/148 [==============================] - 0s 34us/step - loss: 4938.0112 - mean_absolute_error: 50.2402 - val_loss: 9402.2820 - val_mean_absolute_error: 73.0126
Epoch 945/5000
148/148 [==============================] - 0s 27us/step - loss: 4933.0391 - mean_absolute_error: 50.2113 - val_loss: 9396.8548 - val_mean_absolute_error: 72.9841
Epoch 946/5000
148/148 [==============================] - 0s 34us/step - loss: 4928.0815 - mean_absolute_error: 50.1826 - val_loss: 9391.4322 - val_mean_absolute_error: 72.9557
Epoch 947/5000
148/148 [==============================] - 0s 34us/step - loss: 4923.1494 - mean_absolute_error: 50.1542 - val_loss: 9386.1048 - val_mean_absolute_error: 72.9275
Epoch 948/5000
148/148 [==============================] - 0s 34us/step - loss: 4918.2422 - mean_absolute_error: 50.1257 - val_loss: 9380.7899 - val_mean_absolute_error: 72.8994
Epoch 949/5000
148/148 [==============================] - 0s 27us/step - loss: 4913.3428 - mean_absolute_error: 50.0974 - val_loss: 9375.5021 - val_mean_absolute_error: 72.8714
Epoch 950/5000
148/148 [==============================] - 0s 27us/step - loss: 4908.4448 - mean_absolute_error: 50.0692 - val_loss: 9370.2414 - val_mean_absolute_error: 72.8438
Epoch 951/5000
148/148 [==============================] - 0s 34us/step - loss: 4903.5576 - mean_absolute_error: 50.0411 - val_loss: 9365.0370 - val_mean_absolute_error: 72.8164
Epoch 952/5000
148/148 [==============================] - 0s 41us/step - loss: 4898.6973 - mean_absolute_error: 50.0129 - val_loss: 9359.9770 - val_mean_absolute_error: 72.7893
Epoch 953/5000
148/148 [==============================] - 0s 27us/step - loss: 4893.8472 - mean_absolute_error: 49.9846 - val_loss: 9354.9335 - val_mean_absolute_error: 72.7621
Epoch 954/5000
148/148 [==============================] - 0s 27us/step - loss: 4889.0103 - mean_absolute_error: 49.9565 - val_loss: 9349.7987 - val_mean_absolute_error: 72.7345
Epoch 955/5000
148/148 [==============================] - 0s 34us/step - loss: 4884.1621 - mean_absolute_error: 49.9281 - val_loss: 9344.6825 - val_mean_absolute_error: 72.7069
Epoch 956/5000
148/148 [==============================] - 0s 27us/step - loss: 4879.2900 - mean_absolute_error: 49.8994 - val_loss: 9339.6153 - val_mean_absolute_error: 72.6796
Epoch 957/5000
148/148 [==============================] - 0s 41us/step - loss: 4874.4204 - mean_absolute_error: 49.8707 - val_loss: 9334.5710 - val_mean_absolute_error: 72.6523
Epoch 958/5000
148/148 [==============================] - 0s 34us/step - loss: 4869.5859 - mean_absolute_error: 49.8422 - val_loss: 9329.5934 - val_mean_absolute_error: 72.6251
Epoch 959/5000
148/148 [==============================] - 0s 34us/step - loss: 4864.7539 - mean_absolute_error: 49.8136 - val_loss: 9324.6122 - val_mean_absolute_error: 72.5976
Epoch 960/5000
148/148 [==============================] - 0s 34us/step - loss: 4859.8774 - mean_absolute_error: 49.7846 - val_loss: 9319.6326 - val_mean_absolute_error: 72.5699
Epoch 961/5000
148/148 [==============================] - 0s 27us/step - loss: 4854.9326 - mean_absolute_error: 49.7552 - val_loss: 9314.6308 - val_mean_absolute_error: 72.5418
Epoch 962/5000
148/148 [==============================] - 0s 34us/step - loss: 4849.9771 - mean_absolute_error: 49.7255 - val_loss: 9309.6875 - val_mean_absolute_error: 72.5137
Epoch 963/5000
148/148 [==============================] - 0s 34us/step - loss: 4844.9995 - mean_absolute_error: 49.6954 - val_loss: 9304.7790 - val_mean_absolute_error: 72.4856
Epoch 964/5000
148/148 [==============================] - 0s 34us/step - loss: 4840.0283 - mean_absolute_error: 49.6652 - val_loss: 9299.8403 - val_mean_absolute_error: 72.4579
Epoch 965/5000
148/148 [==============================] - 0s 41us/step - loss: 4835.0723 - mean_absolute_error: 49.6351 - val_loss: 9294.8858 - val_mean_absolute_error: 72.4306
Epoch 966/5000
148/148 [==============================] - 0s 27us/step - loss: 4830.1514 - mean_absolute_error: 49.6052 - val_loss: 9289.9282 - val_mean_absolute_error: 72.4045
Epoch 967/5000
148/148 [==============================] - 0s 34us/step - loss: 4825.2334 - mean_absolute_error: 49.5751 - val_loss: 9284.9232 - val_mean_absolute_error: 72.3782
Epoch 968/5000
148/148 [==============================] - 0s 34us/step - loss: 4820.3164 - mean_absolute_error: 49.5447 - val_loss: 9279.9090 - val_mean_absolute_error: 72.3520
Epoch 969/5000
148/148 [==============================] - 0s 34us/step - loss: 4815.4082 - mean_absolute_error: 49.5143 - val_loss: 9274.0987 - val_mean_absolute_error: 72.3245
Epoch 970/5000
148/148 [==============================] - 0s 27us/step - loss: 4810.4824 - mean_absolute_error: 49.4839 - val_loss: 9268.3370 - val_mean_absolute_error: 72.2972
Epoch 971/5000
148/148 [==============================] - 0s 34us/step - loss: 4805.5532 - mean_absolute_error: 49.4535 - val_loss: 9262.5840 - val_mean_absolute_error: 72.2701
Epoch 972/5000
148/148 [==============================] - 0s 34us/step - loss: 4800.6562 - mean_absolute_error: 49.4233 - val_loss: 9256.8117 - val_mean_absolute_error: 72.2429
Epoch 973/5000
148/148 [==============================] - 0s 34us/step - loss: 4795.7690 - mean_absolute_error: 49.3932 - val_loss: 9251.1061 - val_mean_absolute_error: 72.2158
Epoch 974/5000
148/148 [==============================] - 0s 41us/step - loss: 4790.8882 - mean_absolute_error: 49.3632 - val_loss: 9245.4275 - val_mean_absolute_error: 72.1886
Epoch 975/5000
148/148 [==============================] - 0s 34us/step - loss: 4786.0391 - mean_absolute_error: 49.3333 - val_loss: 9239.7491 - val_mean_absolute_error: 72.1610
Epoch 976/5000
148/148 [==============================] - 0s 34us/step - loss: 4781.2109 - mean_absolute_error: 49.3035 - val_loss: 9234.0162 - val_mean_absolute_error: 72.1331
Epoch 977/5000
148/148 [==============================] - 0s 34us/step - loss: 4776.4058 - mean_absolute_error: 49.2739 - val_loss: 9228.3518 - val_mean_absolute_error: 72.1054
Epoch 978/5000
148/148 [==============================] - 0s 41us/step - loss: 4771.5859 - mean_absolute_error: 49.2440 - val_loss: 9222.7009 - val_mean_absolute_error: 72.0780
Epoch 979/5000
148/148 [==============================] - 0s 34us/step - loss: 4766.8027 - mean_absolute_error: 49.2143 - val_loss: 9217.0985 - val_mean_absolute_error: 72.0507
Epoch 980/5000
148/148 [==============================] - 0s 34us/step - loss: 4762.0098 - mean_absolute_error: 49.1846 - val_loss: 9211.5591 - val_mean_absolute_error: 72.0239
Epoch 981/5000
148/148 [==============================] - 0s 41us/step - loss: 4757.2070 - mean_absolute_error: 49.1549 - val_loss: 9205.9999 - val_mean_absolute_error: 71.9968
Epoch 982/5000
148/148 [==============================] - 0s 27us/step - loss: 4752.4502 - mean_absolute_error: 49.1254 - val_loss: 9200.4931 - val_mean_absolute_error: 71.9701
Epoch 983/5000
148/148 [==============================] - 0s 34us/step - loss: 4747.6929 - mean_absolute_error: 49.0958 - val_loss: 9195.0453 - val_mean_absolute_error: 71.9436
Epoch 984/5000
148/148 [==============================] - 0s 34us/step - loss: 4742.9141 - mean_absolute_error: 49.0659 - val_loss: 9189.6237 - val_mean_absolute_error: 71.9170
Epoch 985/5000
148/148 [==============================] - 0s 34us/step - loss: 4738.1748 - mean_absolute_error: 49.0359 - val_loss: 9184.1721 - val_mean_absolute_error: 71.8899
Epoch 986/5000
148/148 [==============================] - 0s 27us/step - loss: 4733.4395 - mean_absolute_error: 49.0061 - val_loss: 9178.7476 - val_mean_absolute_error: 71.8628
Epoch 987/5000
148/148 [==============================] - 0s 34us/step - loss: 4728.7412 - mean_absolute_error: 48.9762 - val_loss: 9173.2948 - val_mean_absolute_error: 71.8357
Epoch 988/5000
148/148 [==============================] - 0s 34us/step - loss: 4724.0693 - mean_absolute_error: 48.9465 - val_loss: 9167.7555 - val_mean_absolute_error: 71.8083
Epoch 989/5000
148/148 [==============================] - 0s 27us/step - loss: 4719.4194 - mean_absolute_error: 48.9168 - val_loss: 9162.1504 - val_mean_absolute_error: 71.7805
Epoch 990/5000
148/148 [==============================] - 0s 40us/step - loss: 4714.8140 - mean_absolute_error: 48.8871 - val_loss: 9156.6023 - val_mean_absolute_error: 71.7526
Epoch 991/5000
148/148 [==============================] - 0s 27us/step - loss: 4710.2271 - mean_absolute_error: 48.8574 - val_loss: 9151.0837 - val_mean_absolute_error: 71.7244
Epoch 992/5000
148/148 [==============================] - 0s 34us/step - loss: 4705.6333 - mean_absolute_error: 48.8278 - val_loss: 9145.6161 - val_mean_absolute_error: 71.6965
Epoch 993/5000
148/148 [==============================] - 0s 34us/step - loss: 4701.0518 - mean_absolute_error: 48.7981 - val_loss: 9140.0935 - val_mean_absolute_error: 71.6685
Epoch 994/5000
148/148 [==============================] - 0s 27us/step - loss: 4696.4570 - mean_absolute_error: 48.7684 - val_loss: 9134.5469 - val_mean_absolute_error: 71.6405
Epoch 995/5000
148/148 [==============================] - 0s 27us/step - loss: 4691.8330 - mean_absolute_error: 48.7385 - val_loss: 9129.0005 - val_mean_absolute_error: 71.6123
Epoch 996/5000
148/148 [==============================] - 0s 27us/step - loss: 4687.2207 - mean_absolute_error: 48.7085 - val_loss: 9123.4997 - val_mean_absolute_error: 71.5840
Epoch 997/5000
148/148 [==============================] - 0s 34us/step - loss: 4682.5991 - mean_absolute_error: 48.6785 - val_loss: 9118.0568 - val_mean_absolute_error: 71.5558
Epoch 998/5000
148/148 [==============================] - 0s 41us/step - loss: 4677.9800 - mean_absolute_error: 48.6486 - val_loss: 9112.7279 - val_mean_absolute_error: 71.5276
Epoch 999/5000
148/148 [==============================] - 0s 27us/step - loss: 4673.3794 - mean_absolute_error: 48.6186 - val_loss: 9107.2793 - val_mean_absolute_error: 71.4987
Epoch 1000/5000
148/148 [==============================] - 0s 27us/step - loss: 4668.7461 - mean_absolute_error: 48.5883 - val_loss: 9101.8514 - val_mean_absolute_error: 71.4703
Epoch 1001/5000
148/148 [==============================] - 0s 34us/step - loss: 4664.1538 - mean_absolute_error: 48.5580 - val_loss: 9096.4777 - val_mean_absolute_error: 71.4432
Epoch 1002/5000
148/148 [==============================] - 0s 34us/step - loss: 4659.5557 - mean_absolute_error: 48.5280 - val_loss: 9091.1427 - val_mean_absolute_error: 71.4163
Epoch 1003/5000
148/148 [==============================] - 0s 41us/step - loss: 4654.9575 - mean_absolute_error: 48.4981 - val_loss: 9085.7392 - val_mean_absolute_error: 71.3887
Epoch 1004/5000
148/148 [==============================] - 0s 27us/step - loss: 4650.3755 - mean_absolute_error: 48.4681 - val_loss: 9080.2841 - val_mean_absolute_error: 71.3605
Epoch 1005/5000
148/148 [==============================] - 0s 34us/step - loss: 4645.7690 - mean_absolute_error: 48.4377 - val_loss: 9074.7460 - val_mean_absolute_error: 71.3333
Epoch 1006/5000
148/148 [==============================] - 0s 27us/step - loss: 4641.0703 - mean_absolute_error: 48.4067 - val_loss: 9069.1941 - val_mean_absolute_error: 71.3064
Epoch 1007/5000
148/148 [==============================] - 0s 27us/step - loss: 4636.3569 - mean_absolute_error: 48.3756 - val_loss: 9063.6008 - val_mean_absolute_error: 71.2790
Epoch 1008/5000
148/148 [==============================] - 0s 34us/step - loss: 4631.6318 - mean_absolute_error: 48.3444 - val_loss: 9057.9017 - val_mean_absolute_error: 71.2511
Epoch 1009/5000
148/148 [==============================] - 0s 34us/step - loss: 4626.8906 - mean_absolute_error: 48.3130 - val_loss: 9052.1229 - val_mean_absolute_error: 71.2226
Epoch 1010/5000
148/148 [==============================] - 0s 34us/step - loss: 4622.1519 - mean_absolute_error: 48.2814 - val_loss: 9046.3501 - val_mean_absolute_error: 71.1938
Epoch 1011/5000
148/148 [==============================] - 0s 34us/step - loss: 4617.4141 - mean_absolute_error: 48.2496 - val_loss: 9040.5251 - val_mean_absolute_error: 71.1645
Epoch 1012/5000
148/148 [==============================] - 0s 34us/step - loss: 4612.6562 - mean_absolute_error: 48.2178 - val_loss: 9034.6487 - val_mean_absolute_error: 71.1347
Epoch 1013/5000
148/148 [==============================] - 0s 27us/step - loss: 4607.8901 - mean_absolute_error: 48.1864 - val_loss: 9028.7008 - val_mean_absolute_error: 71.1047
Epoch 1014/5000
148/148 [==============================] - 0s 34us/step - loss: 4603.1484 - mean_absolute_error: 48.1550 - val_loss: 9022.7431 - val_mean_absolute_error: 71.0745
Epoch 1015/5000
148/148 [==============================] - 0s 34us/step - loss: 4598.4204 - mean_absolute_error: 48.1237 - val_loss: 9016.7810 - val_mean_absolute_error: 71.0441
Epoch 1016/5000
148/148 [==============================] - 0s 27us/step - loss: 4593.6704 - mean_absolute_error: 48.0921 - val_loss: 9010.9114 - val_mean_absolute_error: 71.0140
Epoch 1017/5000
148/148 [==============================] - 0s 27us/step - loss: 4588.9204 - mean_absolute_error: 48.0603 - val_loss: 9005.1065 - val_mean_absolute_error: 70.9842
Epoch 1018/5000
148/148 [==============================] - 0s 41us/step - loss: 4584.1694 - mean_absolute_error: 48.0284 - val_loss: 8999.2823 - val_mean_absolute_error: 70.9543
Epoch 1019/5000
148/148 [==============================] - 0s 27us/step - loss: 4579.4331 - mean_absolute_error: 47.9963 - val_loss: 8993.4141 - val_mean_absolute_error: 70.9238
Epoch 1020/5000
148/148 [==============================] - 0s 41us/step - loss: 4574.7085 - mean_absolute_error: 47.9641 - val_loss: 8987.4895 - val_mean_absolute_error: 70.8925
Epoch 1021/5000
148/148 [==============================] - 0s 34us/step - loss: 4569.9771 - mean_absolute_error: 47.9317 - val_loss: 8981.4307 - val_mean_absolute_error: 70.8601
Epoch 1022/5000
148/148 [==============================] - 0s 27us/step - loss: 4565.2827 - mean_absolute_error: 47.8991 - val_loss: 8975.3809 - val_mean_absolute_error: 70.8275
Epoch 1023/5000
148/148 [==============================] - 0s 41us/step - loss: 4560.5796 - mean_absolute_error: 47.8666 - val_loss: 8969.3509 - val_mean_absolute_error: 70.7949
Epoch 1024/5000
148/148 [==============================] - 0s 41us/step - loss: 4555.9399 - mean_absolute_error: 47.8343 - val_loss: 8963.4136 - val_mean_absolute_error: 70.7625
Epoch 1025/5000
148/148 [==============================] - 0s 34us/step - loss: 4551.2578 - mean_absolute_error: 47.8018 - val_loss: 8957.5633 - val_mean_absolute_error: 70.7306
Epoch 1026/5000
148/148 [==============================] - 0s 34us/step - loss: 4546.5488 - mean_absolute_error: 47.7691 - val_loss: 8951.7904 - val_mean_absolute_error: 70.6990
Epoch 1027/5000
148/148 [==============================] - 0s 34us/step - loss: 4541.8682 - mean_absolute_error: 47.7366 - val_loss: 8946.0213 - val_mean_absolute_error: 70.6673
Epoch 1028/5000
148/148 [==============================] - 0s 27us/step - loss: 4537.2207 - mean_absolute_error: 47.7050 - val_loss: 8940.2311 - val_mean_absolute_error: 70.6355
Epoch 1029/5000
148/148 [==============================] - 0s 34us/step - loss: 4532.5703 - mean_absolute_error: 47.6735 - val_loss: 8934.3995 - val_mean_absolute_error: 70.6033
Epoch 1030/5000
148/148 [==============================] - 0s 27us/step - loss: 4527.9287 - mean_absolute_error: 47.6421 - val_loss: 8928.6409 - val_mean_absolute_error: 70.5713
Epoch 1031/5000
148/148 [==============================] - 0s 34us/step - loss: 4523.3013 - mean_absolute_error: 47.6109 - val_loss: 8922.9659 - val_mean_absolute_error: 70.5397
Epoch 1032/5000
148/148 [==============================] - 0s 34us/step - loss: 4518.7358 - mean_absolute_error: 47.5802 - val_loss: 8917.3046 - val_mean_absolute_error: 70.5080
Epoch 1033/5000
148/148 [==============================] - 0s 34us/step - loss: 4514.1724 - mean_absolute_error: 47.5495 - val_loss: 8911.6704 - val_mean_absolute_error: 70.4764
Epoch 1034/5000
148/148 [==============================] - 0s 27us/step - loss: 4509.6548 - mean_absolute_error: 47.5189 - val_loss: 8906.0198 - val_mean_absolute_error: 70.4448
Epoch 1035/5000
148/148 [==============================] - 0s 41us/step - loss: 4505.1450 - mean_absolute_error: 47.4883 - val_loss: 8900.4699 - val_mean_absolute_error: 70.4136
Epoch 1036/5000
148/148 [==============================] - 0s 34us/step - loss: 4500.6348 - mean_absolute_error: 47.4579 - val_loss: 8895.0037 - val_mean_absolute_error: 70.3829
Epoch 1037/5000
148/148 [==============================] - 0s 27us/step - loss: 4496.1421 - mean_absolute_error: 47.4276 - val_loss: 8889.4811 - val_mean_absolute_error: 70.3517
Epoch 1038/5000
148/148 [==============================] - 0s 34us/step - loss: 4491.6191 - mean_absolute_error: 47.3969 - val_loss: 8883.9160 - val_mean_absolute_error: 70.3203
Epoch 1039/5000
148/148 [==============================] - 0s 34us/step - loss: 4487.1060 - mean_absolute_error: 47.3663 - val_loss: 8878.4151 - val_mean_absolute_error: 70.2895
Epoch 1040/5000
148/148 [==============================] - 0s 27us/step - loss: 4482.6147 - mean_absolute_error: 47.3357 - val_loss: 8873.0237 - val_mean_absolute_error: 70.2591
Epoch 1041/5000
148/148 [==============================] - 0s 34us/step - loss: 4478.1450 - mean_absolute_error: 47.3053 - val_loss: 8867.7027 - val_mean_absolute_error: 70.2291
Epoch 1042/5000
148/148 [==============================] - 0s 27us/step - loss: 4473.6792 - mean_absolute_error: 47.2750 - val_loss: 8862.4218 - val_mean_absolute_error: 70.1988
Epoch 1043/5000
148/148 [==============================] - 0s 34us/step - loss: 4469.2275 - mean_absolute_error: 47.2445 - val_loss: 8857.1261 - val_mean_absolute_error: 70.1684
Epoch 1044/5000
148/148 [==============================] - 0s 34us/step - loss: 4464.8003 - mean_absolute_error: 47.2140 - val_loss: 8851.7920 - val_mean_absolute_error: 70.1397
Epoch 1045/5000
148/148 [==============================] - 0s 27us/step - loss: 4460.4146 - mean_absolute_error: 47.1838 - val_loss: 8846.4837 - val_mean_absolute_error: 70.1113
Epoch 1046/5000
148/148 [==============================] - 0s 34us/step - loss: 4456.0205 - mean_absolute_error: 47.1534 - val_loss: 8841.2068 - val_mean_absolute_error: 70.0835
Epoch 1047/5000
148/148 [==============================] - 0s 27us/step - loss: 4451.5991 - mean_absolute_error: 47.1230 - val_loss: 8835.9972 - val_mean_absolute_error: 70.0561
Epoch 1048/5000
148/148 [==============================] - 0s 34us/step - loss: 4447.1855 - mean_absolute_error: 47.0926 - val_loss: 8830.8107 - val_mean_absolute_error: 70.0291
Epoch 1049/5000
148/148 [==============================] - 0s 27us/step - loss: 4442.8237 - mean_absolute_error: 47.0626 - val_loss: 8825.6585 - val_mean_absolute_error: 70.0019
Epoch 1050/5000
148/148 [==============================] - 0s 34us/step - loss: 4438.4517 - mean_absolute_error: 47.0325 - val_loss: 8820.4944 - val_mean_absolute_error: 69.9744
Epoch 1051/5000
148/148 [==============================] - 0s 27us/step - loss: 4434.0083 - mean_absolute_error: 47.0019 - val_loss: 8815.2973 - val_mean_absolute_error: 69.9466
Epoch 1052/5000
148/148 [==============================] - 0s 41us/step - loss: 4429.5649 - mean_absolute_error: 46.9707 - val_loss: 8810.0840 - val_mean_absolute_error: 69.9189
Epoch 1053/5000
148/148 [==============================] - 0s 34us/step - loss: 4425.1719 - mean_absolute_error: 46.9396 - val_loss: 8804.9059 - val_mean_absolute_error: 69.8914
Epoch 1054/5000
148/148 [==============================] - 0s 27us/step - loss: 4420.7622 - mean_absolute_error: 46.9087 - val_loss: 8799.7534 - val_mean_absolute_error: 69.8641
Epoch 1055/5000
148/148 [==============================] - 0s 41us/step - loss: 4416.3325 - mean_absolute_error: 46.8779 - val_loss: 8794.5635 - val_mean_absolute_error: 69.8366
Epoch 1056/5000
148/148 [==============================] - 0s 27us/step - loss: 4411.9189 - mean_absolute_error: 46.8473 - val_loss: 8789.3509 - val_mean_absolute_error: 69.8088
Epoch 1057/5000
148/148 [==============================] - 0s 34us/step - loss: 4407.5107 - mean_absolute_error: 46.8166 - val_loss: 8784.0813 - val_mean_absolute_error: 69.7806
Epoch 1058/5000
148/148 [==============================] - 0s 34us/step - loss: 4403.1401 - mean_absolute_error: 46.7858 - val_loss: 8778.8248 - val_mean_absolute_error: 69.7520
Epoch 1059/5000
148/148 [==============================] - 0s 27us/step - loss: 4398.7446 - mean_absolute_error: 46.7545 - val_loss: 8773.6730 - val_mean_absolute_error: 69.7239
Epoch 1060/5000
148/148 [==============================] - 0s 34us/step - loss: 4394.3721 - mean_absolute_error: 46.7235 - val_loss: 8768.5760 - val_mean_absolute_error: 69.6960
Epoch 1061/5000
148/148 [==============================] - 0s 34us/step - loss: 4389.9819 - mean_absolute_error: 46.6924 - val_loss: 8763.5048 - val_mean_absolute_error: 69.6682
Epoch 1062/5000
148/148 [==============================] - 0s 34us/step - loss: 4385.5874 - mean_absolute_error: 46.6613 - val_loss: 8758.4462 - val_mean_absolute_error: 69.6406
Epoch 1063/5000
148/148 [==============================] - 0s 34us/step - loss: 4381.2388 - mean_absolute_error: 46.6305 - val_loss: 8753.3722 - val_mean_absolute_error: 69.6127
Epoch 1064/5000
148/148 [==============================] - 0s 41us/step - loss: 4376.9375 - mean_absolute_error: 46.5998 - val_loss: 8748.3481 - val_mean_absolute_error: 69.5854
Epoch 1065/5000
148/148 [==============================] - 0s 34us/step - loss: 4372.6973 - mean_absolute_error: 46.5695 - val_loss: 8743.2845 - val_mean_absolute_error: 69.5582
Epoch 1066/5000
148/148 [==============================] - 0s 41us/step - loss: 4368.4927 - mean_absolute_error: 46.5398 - val_loss: 8738.3025 - val_mean_absolute_error: 69.5312
Epoch 1067/5000
148/148 [==============================] - 0s 27us/step - loss: 4364.2676 - mean_absolute_error: 46.5100 - val_loss: 8733.3362 - val_mean_absolute_error: 69.5044
Epoch 1068/5000
148/148 [==============================] - 0s 34us/step - loss: 4360.1011 - mean_absolute_error: 46.4809 - val_loss: 8728.5003 - val_mean_absolute_error: 69.4779
Epoch 1069/5000
148/148 [==============================] - 0s 27us/step - loss: 4355.9390 - mean_absolute_error: 46.4517 - val_loss: 8723.6593 - val_mean_absolute_error: 69.4512
Epoch 1070/5000
148/148 [==============================] - 0s 41us/step - loss: 4351.7534 - mean_absolute_error: 46.4222 - val_loss: 8718.8737 - val_mean_absolute_error: 69.4253
Epoch 1071/5000
148/148 [==============================] - 0s 27us/step - loss: 4347.6211 - mean_absolute_error: 46.3933 - val_loss: 8714.0827 - val_mean_absolute_error: 69.4000
Epoch 1072/5000
148/148 [==============================] - 0s 41us/step - loss: 4343.4873 - mean_absolute_error: 46.3647 - val_loss: 8709.3277 - val_mean_absolute_error: 69.3754
Epoch 1073/5000
148/148 [==============================] - 0s 34us/step - loss: 4339.3281 - mean_absolute_error: 46.3358 - val_loss: 8704.5172 - val_mean_absolute_error: 69.3514
Epoch 1074/5000
148/148 [==============================] - 0s 34us/step - loss: 4335.1802 - mean_absolute_error: 46.3070 - val_loss: 8699.7841 - val_mean_absolute_error: 69.3296
Epoch 1075/5000
148/148 [==============================] - 0s 34us/step - loss: 4331.0391 - mean_absolute_error: 46.2785 - val_loss: 8695.0782 - val_mean_absolute_error: 69.3083
Epoch 1076/5000
148/148 [==============================] - 0s 34us/step - loss: 4326.9180 - mean_absolute_error: 46.2502 - val_loss: 8690.4063 - val_mean_absolute_error: 69.2871
Epoch 1077/5000
148/148 [==============================] - 0s 40us/step - loss: 4322.8271 - mean_absolute_error: 46.2225 - val_loss: 8685.8135 - val_mean_absolute_error: 69.2662
Epoch 1078/5000
148/148 [==============================] - 0s 34us/step - loss: 4318.7700 - mean_absolute_error: 46.1948 - val_loss: 8681.2432 - val_mean_absolute_error: 69.2457
Epoch 1079/5000
148/148 [==============================] - 0s 34us/step - loss: 4314.6978 - mean_absolute_error: 46.1672 - val_loss: 8676.6736 - val_mean_absolute_error: 69.2255
Epoch 1080/5000
148/148 [==============================] - 0s 34us/step - loss: 4310.6143 - mean_absolute_error: 46.1399 - val_loss: 8672.1579 - val_mean_absolute_error: 69.2062
Epoch 1081/5000
148/148 [==============================] - 0s 34us/step - loss: 4306.5396 - mean_absolute_error: 46.1125 - val_loss: 8667.6927 - val_mean_absolute_error: 69.1873
Epoch 1082/5000
148/148 [==============================] - 0s 20us/step - loss: 4302.4932 - mean_absolute_error: 46.0852 - val_loss: 8663.1384 - val_mean_absolute_error: 69.1681
Epoch 1083/5000
148/148 [==============================] - 0s 41us/step - loss: 4298.5063 - mean_absolute_error: 46.0583 - val_loss: 8658.5017 - val_mean_absolute_error: 69.1482
Epoch 1084/5000
148/148 [==============================] - 0s 34us/step - loss: 4294.5259 - mean_absolute_error: 46.0316 - val_loss: 8653.8777 - val_mean_absolute_error: 69.1280
Epoch 1085/5000
148/148 [==============================] - 0s 34us/step - loss: 4290.5859 - mean_absolute_error: 46.0053 - val_loss: 8649.3292 - val_mean_absolute_error: 69.1080
Epoch 1086/5000
148/148 [==============================] - 0s 34us/step - loss: 4286.6299 - mean_absolute_error: 45.9791 - val_loss: 8644.8579 - val_mean_absolute_error: 69.0882
Epoch 1087/5000
148/148 [==============================] - 0s 34us/step - loss: 4282.6587 - mean_absolute_error: 45.9526 - val_loss: 8640.4545 - val_mean_absolute_error: 69.0695
Epoch 1088/5000
148/148 [==============================] - 0s 41us/step - loss: 4278.7510 - mean_absolute_error: 45.9262 - val_loss: 8636.1299 - val_mean_absolute_error: 69.0508
Epoch 1089/5000
148/148 [==============================] - 0s 34us/step - loss: 4274.7744 - mean_absolute_error: 45.8993 - val_loss: 8631.8679 - val_mean_absolute_error: 69.0321
Epoch 1090/5000
148/148 [==============================] - 0s 41us/step - loss: 4270.8525 - mean_absolute_error: 45.8727 - val_loss: 8627.5714 - val_mean_absolute_error: 69.0132
Epoch 1091/5000
148/148 [==============================] - 0s 34us/step - loss: 4266.9351 - mean_absolute_error: 45.8460 - val_loss: 8623.2291 - val_mean_absolute_error: 68.9942
Epoch 1092/5000
148/148 [==============================] - 0s 34us/step - loss: 4262.9976 - mean_absolute_error: 45.8194 - val_loss: 8618.8001 - val_mean_absolute_error: 68.9747
Epoch 1093/5000
148/148 [==============================] - 0s 34us/step - loss: 4259.0610 - mean_absolute_error: 45.7928 - val_loss: 8614.3149 - val_mean_absolute_error: 68.9549
Epoch 1094/5000
148/148 [==============================] - 0s 27us/step - loss: 4255.1084 - mean_absolute_error: 45.7661 - val_loss: 8609.8009 - val_mean_absolute_error: 68.9348
Epoch 1095/5000
148/148 [==============================] - 0s 34us/step - loss: 4251.2075 - mean_absolute_error: 45.7397 - val_loss: 8605.3953 - val_mean_absolute_error: 68.9150
Epoch 1096/5000
148/148 [==============================] - 0s 27us/step - loss: 4247.2983 - mean_absolute_error: 45.7142 - val_loss: 8601.1004 - val_mean_absolute_error: 68.8951
Epoch 1097/5000
148/148 [==============================] - 0s 27us/step - loss: 4243.3911 - mean_absolute_error: 45.6883 - val_loss: 8596.9122 - val_mean_absolute_error: 68.8753
Epoch 1098/5000
148/148 [==============================] - 0s 34us/step - loss: 4239.5327 - mean_absolute_error: 45.6625 - val_loss: 8592.7427 - val_mean_absolute_error: 68.8554
Epoch 1099/5000
148/148 [==============================] - 0s 34us/step - loss: 4235.7080 - mean_absolute_error: 45.6367 - val_loss: 8588.4723 - val_mean_absolute_error: 68.8350
Epoch 1100/5000
148/148 [==============================] - 0s 34us/step - loss: 4231.8896 - mean_absolute_error: 45.6111 - val_loss: 8584.2123 - val_mean_absolute_error: 68.8145
Epoch 1101/5000
148/148 [==============================] - 0s 27us/step - loss: 4228.0771 - mean_absolute_error: 45.5856 - val_loss: 8579.8524 - val_mean_absolute_error: 68.7933
Epoch 1102/5000
148/148 [==============================] - 0s 34us/step - loss: 4224.2549 - mean_absolute_error: 45.5601 - val_loss: 8575.5658 - val_mean_absolute_error: 68.7724
Epoch 1103/5000
148/148 [==============================] - 0s 27us/step - loss: 4220.4365 - mean_absolute_error: 45.5347 - val_loss: 8571.3594 - val_mean_absolute_error: 68.7513
Epoch 1104/5000
148/148 [==============================] - 0s 34us/step - loss: 4216.6113 - mean_absolute_error: 45.5091 - val_loss: 8567.2738 - val_mean_absolute_error: 68.7302
Epoch 1105/5000
148/148 [==============================] - 0s 34us/step - loss: 4212.8130 - mean_absolute_error: 45.4835 - val_loss: 8563.1966 - val_mean_absolute_error: 68.7094
Epoch 1106/5000
148/148 [==============================] - 0s 27us/step - loss: 4209.0830 - mean_absolute_error: 45.4582 - val_loss: 8559.1006 - val_mean_absolute_error: 68.6894
Epoch 1107/5000
148/148 [==============================] - 0s 27us/step - loss: 4205.3765 - mean_absolute_error: 45.4331 - val_loss: 8554.9513 - val_mean_absolute_error: 68.6691
Epoch 1108/5000
148/148 [==============================] - 0s 40us/step - loss: 4201.6665 - mean_absolute_error: 45.4080 - val_loss: 8550.8831 - val_mean_absolute_error: 68.6493
Epoch 1109/5000
148/148 [==============================] - 0s 27us/step - loss: 4197.9341 - mean_absolute_error: 45.3830 - val_loss: 8546.9224 - val_mean_absolute_error: 68.6303
Epoch 1110/5000
148/148 [==============================] - 0s 41us/step - loss: 4194.2510 - mean_absolute_error: 45.3584 - val_loss: 8543.0758 - val_mean_absolute_error: 68.6117
Epoch 1111/5000
148/148 [==============================] - 0s 34us/step - loss: 4190.6113 - mean_absolute_error: 45.3338 - val_loss: 8539.2538 - val_mean_absolute_error: 68.5930
Epoch 1112/5000
148/148 [==============================] - 0s 34us/step - loss: 4186.9819 - mean_absolute_error: 45.3090 - val_loss: 8535.4663 - val_mean_absolute_error: 68.5742
Epoch 1113/5000
148/148 [==============================] - 0s 34us/step - loss: 4183.3350 - mean_absolute_error: 45.2842 - val_loss: 8531.7074 - val_mean_absolute_error: 68.5551
Epoch 1114/5000
148/148 [==============================] - 0s 34us/step - loss: 4179.7310 - mean_absolute_error: 45.2593 - val_loss: 8527.9632 - val_mean_absolute_error: 68.5364
Epoch 1115/5000
148/148 [==============================] - 0s 34us/step - loss: 4176.1582 - mean_absolute_error: 45.2349 - val_loss: 8524.2107 - val_mean_absolute_error: 68.5175
Epoch 1116/5000
148/148 [==============================] - 0s 34us/step - loss: 4172.5708 - mean_absolute_error: 45.2103 - val_loss: 8520.4603 - val_mean_absolute_error: 68.4993
Epoch 1117/5000
148/148 [==============================] - 0s 27us/step - loss: 4168.9644 - mean_absolute_error: 45.1854 - val_loss: 8516.7940 - val_mean_absolute_error: 68.4827
Epoch 1118/5000
148/148 [==============================] - 0s 27us/step - loss: 4165.3481 - mean_absolute_error: 45.1607 - val_loss: 8513.1839 - val_mean_absolute_error: 68.4666
Epoch 1119/5000
148/148 [==============================] - 0s 40us/step - loss: 4161.7915 - mean_absolute_error: 45.1364 - val_loss: 8509.6502 - val_mean_absolute_error: 68.4507
Epoch 1120/5000
148/148 [==============================] - 0s 34us/step - loss: 4158.1924 - mean_absolute_error: 45.1115 - val_loss: 8506.0605 - val_mean_absolute_error: 68.4346
Epoch 1121/5000
148/148 [==============================] - 0s 34us/step - loss: 4154.5703 - mean_absolute_error: 45.0863 - val_loss: 8502.4311 - val_mean_absolute_error: 68.4185
Epoch 1122/5000
148/148 [==============================] - 0s 34us/step - loss: 4150.9717 - mean_absolute_error: 45.0613 - val_loss: 8498.7391 - val_mean_absolute_error: 68.4031
Epoch 1123/5000
148/148 [==============================] - 0s 34us/step - loss: 4147.3716 - mean_absolute_error: 45.0365 - val_loss: 8495.0699 - val_mean_absolute_error: 68.3884
Epoch 1124/5000
148/148 [==============================] - 0s 41us/step - loss: 4143.7812 - mean_absolute_error: 45.0121 - val_loss: 8491.3874 - val_mean_absolute_error: 68.3738
Epoch 1125/5000
148/148 [==============================] - 0s 34us/step - loss: 4140.1235 - mean_absolute_error: 44.9871 - val_loss: 8487.6948 - val_mean_absolute_error: 68.3593
Epoch 1126/5000
148/148 [==============================] - 0s 27us/step - loss: 4136.4551 - mean_absolute_error: 44.9617 - val_loss: 8484.0275 - val_mean_absolute_error: 68.3449
Epoch 1127/5000
148/148 [==============================] - 0s 34us/step - loss: 4132.8472 - mean_absolute_error: 44.9360 - val_loss: 8480.3991 - val_mean_absolute_error: 68.3307
Epoch 1128/5000
148/148 [==============================] - 0s 34us/step - loss: 4129.2354 - mean_absolute_error: 44.9098 - val_loss: 8476.7682 - val_mean_absolute_error: 68.3162
Epoch 1129/5000
148/148 [==============================] - 0s 34us/step - loss: 4125.5469 - mean_absolute_error: 44.8830 - val_loss: 8473.1363 - val_mean_absolute_error: 68.3017
Epoch 1130/5000
148/148 [==============================] - 0s 34us/step - loss: 4121.8779 - mean_absolute_error: 44.8558 - val_loss: 8469.4579 - val_mean_absolute_error: 68.2871
Epoch 1131/5000
148/148 [==============================] - 0s 34us/step - loss: 4118.2544 - mean_absolute_error: 44.8286 - val_loss: 8465.8165 - val_mean_absolute_error: 68.2728
Epoch 1132/5000
148/148 [==============================] - 0s 34us/step - loss: 4114.6172 - mean_absolute_error: 44.8015 - val_loss: 8462.1624 - val_mean_absolute_error: 68.2586
Epoch 1133/5000
148/148 [==============================] - 0s 27us/step - loss: 4110.9990 - mean_absolute_error: 44.7744 - val_loss: 8458.5563 - val_mean_absolute_error: 68.2444
Epoch 1134/5000
148/148 [==============================] - 0s 41us/step - loss: 4107.3613 - mean_absolute_error: 44.7470 - val_loss: 8454.9175 - val_mean_absolute_error: 68.2300
Epoch 1135/5000
148/148 [==============================] - 0s 27us/step - loss: 4103.7324 - mean_absolute_error: 44.7199 - val_loss: 8451.2956 - val_mean_absolute_error: 68.2165
Epoch 1136/5000
148/148 [==============================] - 0s 27us/step - loss: 4100.0664 - mean_absolute_error: 44.6929 - val_loss: 8447.7004 - val_mean_absolute_error: 68.2027
Epoch 1137/5000
148/148 [==============================] - 0s 27us/step - loss: 4096.4150 - mean_absolute_error: 44.6658 - val_loss: 8444.1878 - val_mean_absolute_error: 68.1893
Epoch 1138/5000
148/148 [==============================] - 0s 34us/step - loss: 4092.7725 - mean_absolute_error: 44.6383 - val_loss: 8440.6678 - val_mean_absolute_error: 68.1764
Epoch 1139/5000
148/148 [==============================] - 0s 27us/step - loss: 4089.1414 - mean_absolute_error: 44.6110 - val_loss: 8437.1448 - val_mean_absolute_error: 68.1638
Epoch 1140/5000
148/148 [==============================] - 0s 34us/step - loss: 4085.5088 - mean_absolute_error: 44.5840 - val_loss: 8433.6819 - val_mean_absolute_error: 68.1515
Epoch 1141/5000
148/148 [==============================] - 0s 41us/step - loss: 4081.8804 - mean_absolute_error: 44.5567 - val_loss: 8430.1937 - val_mean_absolute_error: 68.1389
Epoch 1142/5000
148/148 [==============================] - 0s 27us/step - loss: 4078.2605 - mean_absolute_error: 44.5298 - val_loss: 8426.7030 - val_mean_absolute_error: 68.1264
Epoch 1143/5000
148/148 [==============================] - 0s 41us/step - loss: 4074.6047 - mean_absolute_error: 44.5030 - val_loss: 8423.2740 - val_mean_absolute_error: 68.1145
Epoch 1144/5000
148/148 [==============================] - 0s 34us/step - loss: 4071.0342 - mean_absolute_error: 44.4767 - val_loss: 8419.8898 - val_mean_absolute_error: 68.1024
Epoch 1145/5000
148/148 [==============================] - 0s 27us/step - loss: 4067.3948 - mean_absolute_error: 44.4497 - val_loss: 8416.4748 - val_mean_absolute_error: 68.0893
Epoch 1146/5000
148/148 [==============================] - 0s 34us/step - loss: 4063.8086 - mean_absolute_error: 44.4225 - val_loss: 8413.1203 - val_mean_absolute_error: 68.0769
Epoch 1147/5000
148/148 [==============================] - 0s 41us/step - loss: 4060.2373 - mean_absolute_error: 44.3957 - val_loss: 8409.6307 - val_mean_absolute_error: 68.0638
Epoch 1148/5000
148/148 [==============================] - 0s 41us/step - loss: 4056.6528 - mean_absolute_error: 44.3691 - val_loss: 8406.1995 - val_mean_absolute_error: 68.0518
Epoch 1149/5000
148/148 [==============================] - 0s 34us/step - loss: 4053.0415 - mean_absolute_error: 44.3444 - val_loss: 8402.7714 - val_mean_absolute_error: 68.0402
Epoch 1150/5000
148/148 [==============================] - 0s 34us/step - loss: 4049.4612 - mean_absolute_error: 44.3201 - val_loss: 8399.1586 - val_mean_absolute_error: 68.0279
Epoch 1151/5000
148/148 [==============================] - 0s 41us/step - loss: 4045.8987 - mean_absolute_error: 44.2957 - val_loss: 8395.4671 - val_mean_absolute_error: 68.0148
Epoch 1152/5000
148/148 [==============================] - 0s 34us/step - loss: 4042.3303 - mean_absolute_error: 44.2709 - val_loss: 8391.8518 - val_mean_absolute_error: 68.0020
Epoch 1153/5000
148/148 [==============================] - 0s 27us/step - loss: 4038.7808 - mean_absolute_error: 44.2460 - val_loss: 8388.3328 - val_mean_absolute_error: 67.9896
Epoch 1154/5000
148/148 [==============================] - 0s 27us/step - loss: 4035.2263 - mean_absolute_error: 44.2210 - val_loss: 8384.8220 - val_mean_absolute_error: 67.9775
Epoch 1155/5000
148/148 [==============================] - 0s 34us/step - loss: 4031.6680 - mean_absolute_error: 44.1963 - val_loss: 8381.2930 - val_mean_absolute_error: 67.9653
Epoch 1156/5000
148/148 [==============================] - 0s 34us/step - loss: 4028.1555 - mean_absolute_error: 44.1720 - val_loss: 8377.8740 - val_mean_absolute_error: 67.9532
Epoch 1157/5000
148/148 [==============================] - 0s 41us/step - loss: 4024.6697 - mean_absolute_error: 44.1480 - val_loss: 8374.4165 - val_mean_absolute_error: 67.9404
Epoch 1158/5000
148/148 [==============================] - 0s 27us/step - loss: 4021.2170 - mean_absolute_error: 44.1241 - val_loss: 8370.9540 - val_mean_absolute_error: 67.9278
Epoch 1159/5000
148/148 [==============================] - 0s 41us/step - loss: 4017.7690 - mean_absolute_error: 44.1005 - val_loss: 8367.3279 - val_mean_absolute_error: 67.9144
Epoch 1160/5000
148/148 [==============================] - 0s 34us/step - loss: 4014.3125 - mean_absolute_error: 44.0769 - val_loss: 8363.6469 - val_mean_absolute_error: 67.9008
Epoch 1161/5000
148/148 [==============================] - 0s 27us/step - loss: 4010.8569 - mean_absolute_error: 44.0548 - val_loss: 8360.0367 - val_mean_absolute_error: 67.8876
Epoch 1162/5000
148/148 [==============================] - 0s 34us/step - loss: 4007.4265 - mean_absolute_error: 44.0333 - val_loss: 8356.4627 - val_mean_absolute_error: 67.8743
Epoch 1163/5000
148/148 [==============================] - 0s 27us/step - loss: 4003.9819 - mean_absolute_error: 44.0116 - val_loss: 8352.9097 - val_mean_absolute_error: 67.8608
Epoch 1164/5000
148/148 [==============================] - 0s 27us/step - loss: 4000.5688 - mean_absolute_error: 43.9899 - val_loss: 8349.3452 - val_mean_absolute_error: 67.8469
Epoch 1165/5000
148/148 [==============================] - 0s 34us/step - loss: 3997.1418 - mean_absolute_error: 43.9684 - val_loss: 8345.7578 - val_mean_absolute_error: 67.8327
Epoch 1166/5000
148/148 [==============================] - 0s 34us/step - loss: 3993.7024 - mean_absolute_error: 43.9468 - val_loss: 8342.1858 - val_mean_absolute_error: 67.8184
Epoch 1167/5000
148/148 [==============================] - 0s 27us/step - loss: 3990.2905 - mean_absolute_error: 43.9247 - val_loss: 8338.6027 - val_mean_absolute_error: 67.8041
Epoch 1168/5000
148/148 [==============================] - 0s 34us/step - loss: 3986.8525 - mean_absolute_error: 43.9022 - val_loss: 8335.0360 - val_mean_absolute_error: 67.7901
Epoch 1169/5000
148/148 [==============================] - 0s 27us/step - loss: 3983.4207 - mean_absolute_error: 43.8800 - val_loss: 8331.5683 - val_mean_absolute_error: 67.7764
Epoch 1170/5000
148/148 [==============================] - 0s 34us/step - loss: 3980.0039 - mean_absolute_error: 43.8578 - val_loss: 8328.1230 - val_mean_absolute_error: 67.7626
Epoch 1171/5000
148/148 [==============================] - 0s 34us/step - loss: 3976.5840 - mean_absolute_error: 43.8355 - val_loss: 8324.6565 - val_mean_absolute_error: 67.7489
Epoch 1172/5000
148/148 [==============================] - 0s 34us/step - loss: 3973.2429 - mean_absolute_error: 43.8137 - val_loss: 8321.1379 - val_mean_absolute_error: 67.7355
Epoch 1173/5000
148/148 [==============================] - 0s 41us/step - loss: 3969.9114 - mean_absolute_error: 43.7921 - val_loss: 8317.5861 - val_mean_absolute_error: 67.7217
Epoch 1174/5000
148/148 [==============================] - 0s 27us/step - loss: 3966.6023 - mean_absolute_error: 43.7707 - val_loss: 8314.0490 - val_mean_absolute_error: 67.7074
Epoch 1175/5000
148/148 [==============================] - 0s 34us/step - loss: 3963.2866 - mean_absolute_error: 43.7493 - val_loss: 8310.5525 - val_mean_absolute_error: 67.6930
Epoch 1176/5000
148/148 [==============================] - 0s 41us/step - loss: 3959.9890 - mean_absolute_error: 43.7281 - val_loss: 8307.1605 - val_mean_absolute_error: 67.6788
Epoch 1177/5000
148/148 [==============================] - 0s 27us/step - loss: 3956.6753 - mean_absolute_error: 43.7069 - val_loss: 8303.7485 - val_mean_absolute_error: 67.6644
Epoch 1178/5000
148/148 [==============================] - 0s 34us/step - loss: 3953.3757 - mean_absolute_error: 43.6861 - val_loss: 8300.3865 - val_mean_absolute_error: 67.6502
Epoch 1179/5000
148/148 [==============================] - 0s 27us/step - loss: 3950.0828 - mean_absolute_error: 43.6650 - val_loss: 8297.1210 - val_mean_absolute_error: 67.6365
Epoch 1180/5000
148/148 [==============================] - 0s 27us/step - loss: 3946.8083 - mean_absolute_error: 43.6437 - val_loss: 8293.7907 - val_mean_absolute_error: 67.6226
Epoch 1181/5000
148/148 [==============================] - 0s 34us/step - loss: 3943.5283 - mean_absolute_error: 43.6223 - val_loss: 8290.4290 - val_mean_absolute_error: 67.6086
Epoch 1182/5000
148/148 [==============================] - 0s 34us/step - loss: 3940.2356 - mean_absolute_error: 43.6009 - val_loss: 8287.1108 - val_mean_absolute_error: 67.5949
Epoch 1183/5000
148/148 [==============================] - 0s 34us/step - loss: 3936.9509 - mean_absolute_error: 43.5796 - val_loss: 8283.8775 - val_mean_absolute_error: 67.5816
Epoch 1184/5000
148/148 [==============================] - 0s 34us/step - loss: 3933.7117 - mean_absolute_error: 43.5589 - val_loss: 8280.7223 - val_mean_absolute_error: 67.5685
Epoch 1185/5000
148/148 [==============================] - 0s 27us/step - loss: 3930.5283 - mean_absolute_error: 43.5386 - val_loss: 8277.5317 - val_mean_absolute_error: 67.5549
Epoch 1186/5000
148/148 [==============================] - 0s 27us/step - loss: 3927.3176 - mean_absolute_error: 43.5176 - val_loss: 8274.3067 - val_mean_absolute_error: 67.5406
Epoch 1187/5000
148/148 [==============================] - 0s 27us/step - loss: 3924.1013 - mean_absolute_error: 43.4961 - val_loss: 8271.0895 - val_mean_absolute_error: 67.5263
Epoch 1188/5000
148/148 [==============================] - 0s 27us/step - loss: 3920.8906 - mean_absolute_error: 43.4743 - val_loss: 8267.8374 - val_mean_absolute_error: 67.5118
Epoch 1189/5000
148/148 [==============================] - 0s 27us/step - loss: 3917.6909 - mean_absolute_error: 43.4526 - val_loss: 8264.6493 - val_mean_absolute_error: 67.4979
Epoch 1190/5000
148/148 [==============================] - 0s 41us/step - loss: 3914.4890 - mean_absolute_error: 43.4313 - val_loss: 8261.5703 - val_mean_absolute_error: 67.4842
Epoch 1191/5000
148/148 [==============================] - 0s 34us/step - loss: 3911.3147 - mean_absolute_error: 43.4101 - val_loss: 8258.5652 - val_mean_absolute_error: 67.4708
Epoch 1192/5000
148/148 [==============================] - 0s 27us/step - loss: 3908.1199 - mean_absolute_error: 43.3889 - val_loss: 8255.5581 - val_mean_absolute_error: 67.4572
Epoch 1193/5000
148/148 [==============================] - 0s 34us/step - loss: 3904.9612 - mean_absolute_error: 43.3675 - val_loss: 8252.5650 - val_mean_absolute_error: 67.4436
Epoch 1194/5000
148/148 [==============================] - 0s 34us/step - loss: 3901.8611 - mean_absolute_error: 43.3470 - val_loss: 8249.5254 - val_mean_absolute_error: 67.4298
Epoch 1195/5000
148/148 [==============================] - 0s 34us/step - loss: 3898.7866 - mean_absolute_error: 43.3267 - val_loss: 8246.5068 - val_mean_absolute_error: 67.4157
Epoch 1196/5000
148/148 [==============================] - 0s 34us/step - loss: 3895.7478 - mean_absolute_error: 43.3065 - val_loss: 8243.5237 - val_mean_absolute_error: 67.4015
Epoch 1197/5000
148/148 [==============================] - 0s 34us/step - loss: 3892.6960 - mean_absolute_error: 43.2860 - val_loss: 8240.5185 - val_mean_absolute_error: 67.3869
Epoch 1198/5000
148/148 [==============================] - 0s 27us/step - loss: 3889.6631 - mean_absolute_error: 43.2655 - val_loss: 8237.4694 - val_mean_absolute_error: 67.3722
Epoch 1199/5000
148/148 [==============================] - 0s 34us/step - loss: 3886.6250 - mean_absolute_error: 43.2453 - val_loss: 8234.4769 - val_mean_absolute_error: 67.3579
Epoch 1200/5000
148/148 [==============================] - 0s 27us/step - loss: 3883.5891 - mean_absolute_error: 43.2256 - val_loss: 8231.5812 - val_mean_absolute_error: 67.3439
Epoch 1201/5000
148/148 [==============================] - 0s 34us/step - loss: 3880.5925 - mean_absolute_error: 43.2060 - val_loss: 8228.7309 - val_mean_absolute_error: 67.3298
Epoch 1202/5000
148/148 [==============================] - 0s 34us/step - loss: 3877.5723 - mean_absolute_error: 43.1863 - val_loss: 8225.9246 - val_mean_absolute_error: 67.3158
Epoch 1203/5000
148/148 [==============================] - 0s 34us/step - loss: 3874.5740 - mean_absolute_error: 43.1666 - val_loss: 8223.0560 - val_mean_absolute_error: 67.3016
Epoch 1204/5000
148/148 [==============================] - 0s 41us/step - loss: 3871.5798 - mean_absolute_error: 43.1470 - val_loss: 8220.1403 - val_mean_absolute_error: 67.2872
Epoch 1205/5000
148/148 [==============================] - 0s 34us/step - loss: 3868.5891 - mean_absolute_error: 43.1275 - val_loss: 8217.1961 - val_mean_absolute_error: 67.2727
Epoch 1206/5000
148/148 [==============================] - 0s 34us/step - loss: 3865.6436 - mean_absolute_error: 43.1083 - val_loss: 8214.3219 - val_mean_absolute_error: 67.2584
Epoch 1207/5000
148/148 [==============================] - 0s 47us/step - loss: 3862.7073 - mean_absolute_error: 43.0886 - val_loss: 8211.5110 - val_mean_absolute_error: 67.2442
Epoch 1208/5000
148/148 [==============================] - 0s 27us/step - loss: 3859.7078 - mean_absolute_error: 43.0681 - val_loss: 8208.6878 - val_mean_absolute_error: 67.2298
Epoch 1209/5000
148/148 [==============================] - 0s 27us/step - loss: 3856.7412 - mean_absolute_error: 43.0473 - val_loss: 8205.8215 - val_mean_absolute_error: 67.2155
Epoch 1210/5000
148/148 [==============================] - 0s 27us/step - loss: 3853.7969 - mean_absolute_error: 43.0267 - val_loss: 8203.0017 - val_mean_absolute_error: 67.2017
Epoch 1211/5000
148/148 [==============================] - 0s 34us/step - loss: 3850.9478 - mean_absolute_error: 43.0076 - val_loss: 8200.2683 - val_mean_absolute_error: 67.1886
Epoch 1212/5000
148/148 [==============================] - 0s 27us/step - loss: 3848.1025 - mean_absolute_error: 42.9889 - val_loss: 8197.6813 - val_mean_absolute_error: 67.1762
Epoch 1213/5000
148/148 [==============================] - 0s 41us/step - loss: 3845.2969 - mean_absolute_error: 42.9703 - val_loss: 8195.1343 - val_mean_absolute_error: 67.1640
Epoch 1214/5000
148/148 [==============================] - 0s 34us/step - loss: 3842.4878 - mean_absolute_error: 42.9514 - val_loss: 8192.6091 - val_mean_absolute_error: 67.1514
Epoch 1215/5000
148/148 [==============================] - 0s 27us/step - loss: 3839.6267 - mean_absolute_error: 42.9319 - val_loss: 8190.1069 - val_mean_absolute_error: 67.1392
Epoch 1216/5000
148/148 [==============================] - 0s 27us/step - loss: 3836.8101 - mean_absolute_error: 42.9129 - val_loss: 8187.5687 - val_mean_absolute_error: 67.1269
Epoch 1217/5000
148/148 [==============================] - 0s 27us/step - loss: 3834.0051 - mean_absolute_error: 42.8944 - val_loss: 8185.0591 - val_mean_absolute_error: 67.1148
Epoch 1218/5000
148/148 [==============================] - 0s 34us/step - loss: 3831.2332 - mean_absolute_error: 42.8762 - val_loss: 8182.6298 - val_mean_absolute_error: 67.1027
Epoch 1219/5000
148/148 [==============================] - 0s 34us/step - loss: 3828.4421 - mean_absolute_error: 42.8576 - val_loss: 8180.2339 - val_mean_absolute_error: 67.0907
Epoch 1220/5000
148/148 [==============================] - 0s 34us/step - loss: 3825.6321 - mean_absolute_error: 42.8386 - val_loss: 8177.8831 - val_mean_absolute_error: 67.0788
Epoch 1221/5000
148/148 [==============================] - 0s 27us/step - loss: 3822.8240 - mean_absolute_error: 42.8195 - val_loss: 8175.5910 - val_mean_absolute_error: 67.0676
Epoch 1222/5000
148/148 [==============================] - 0s 34us/step - loss: 3820.0186 - mean_absolute_error: 42.8008 - val_loss: 8173.4010 - val_mean_absolute_error: 67.0568
Epoch 1223/5000
148/148 [==============================] - 0s 41us/step - loss: 3817.2397 - mean_absolute_error: 42.7820 - val_loss: 8171.2320 - val_mean_absolute_error: 67.0464
Epoch 1224/5000
148/148 [==============================] - 0s 34us/step - loss: 3814.4646 - mean_absolute_error: 42.7635 - val_loss: 8169.0139 - val_mean_absolute_error: 67.0359
Epoch 1225/5000
148/148 [==============================] - 0s 34us/step - loss: 3811.6904 - mean_absolute_error: 42.7454 - val_loss: 8166.7763 - val_mean_absolute_error: 67.0251
Epoch 1226/5000
148/148 [==============================] - 0s 27us/step - loss: 3808.9067 - mean_absolute_error: 42.7264 - val_loss: 8164.5180 - val_mean_absolute_error: 67.0146
Epoch 1227/5000
148/148 [==============================] - 0s 34us/step - loss: 3806.1445 - mean_absolute_error: 42.7075 - val_loss: 8162.3272 - val_mean_absolute_error: 67.0040
Epoch 1228/5000
148/148 [==============================] - 0s 27us/step - loss: 3803.4045 - mean_absolute_error: 42.6887 - val_loss: 8160.1368 - val_mean_absolute_error: 66.9935
Epoch 1229/5000
148/148 [==============================] - 0s 34us/step - loss: 3800.6726 - mean_absolute_error: 42.6704 - val_loss: 8158.0574 - val_mean_absolute_error: 66.9832
Epoch 1230/5000
148/148 [==============================] - 0s 47us/step - loss: 3797.9114 - mean_absolute_error: 42.6517 - val_loss: 8155.9239 - val_mean_absolute_error: 66.9726
Epoch 1231/5000
148/148 [==============================] - 0s 27us/step - loss: 3795.1748 - mean_absolute_error: 42.6333 - val_loss: 8153.7391 - val_mean_absolute_error: 66.9616
Epoch 1232/5000
148/148 [==============================] - 0s 41us/step - loss: 3792.4548 - mean_absolute_error: 42.6147 - val_loss: 8151.5092 - val_mean_absolute_error: 66.9500
Epoch 1233/5000
148/148 [==============================] - 0s 34us/step - loss: 3789.7310 - mean_absolute_error: 42.5951 - val_loss: 8149.2225 - val_mean_absolute_error: 66.9384
Epoch 1234/5000
148/148 [==============================] - 0s 41us/step - loss: 3786.9958 - mean_absolute_error: 42.5756 - val_loss: 8146.9977 - val_mean_absolute_error: 66.9270
Epoch 1235/5000
148/148 [==============================] - 0s 34us/step - loss: 3784.2605 - mean_absolute_error: 42.5562 - val_loss: 8144.7704 - val_mean_absolute_error: 66.9157
Epoch 1236/5000
148/148 [==============================] - 0s 27us/step - loss: 3781.5330 - mean_absolute_error: 42.5373 - val_loss: 8142.5990 - val_mean_absolute_error: 66.9046
Epoch 1237/5000
148/148 [==============================] - 0s 27us/step - loss: 3778.8184 - mean_absolute_error: 42.5185 - val_loss: 8140.4033 - val_mean_absolute_error: 66.8931
Epoch 1238/5000
148/148 [==============================] - 0s 34us/step - loss: 3776.0833 - mean_absolute_error: 42.4989 - val_loss: 8138.1287 - val_mean_absolute_error: 66.8814
Epoch 1239/5000
148/148 [==============================] - 0s 41us/step - loss: 3773.3628 - mean_absolute_error: 42.4796 - val_loss: 8135.8196 - val_mean_absolute_error: 66.8699
Epoch 1240/5000
148/148 [==============================] - 0s 34us/step - loss: 3770.6665 - mean_absolute_error: 42.4605 - val_loss: 8133.5412 - val_mean_absolute_error: 66.8580
Epoch 1241/5000
148/148 [==============================] - 0s 34us/step - loss: 3767.9434 - mean_absolute_error: 42.4411 - val_loss: 8131.2660 - val_mean_absolute_error: 66.8461
Epoch 1242/5000
148/148 [==============================] - 0s 27us/step - loss: 3765.2732 - mean_absolute_error: 42.4220 - val_loss: 8128.9552 - val_mean_absolute_error: 66.8345
Epoch 1243/5000
148/148 [==============================] - 0s 34us/step - loss: 3762.5710 - mean_absolute_error: 42.4032 - val_loss: 8126.6470 - val_mean_absolute_error: 66.8234
Epoch 1244/5000
148/148 [==============================] - 0s 34us/step - loss: 3759.8530 - mean_absolute_error: 42.3846 - val_loss: 8124.2612 - val_mean_absolute_error: 66.8123
Epoch 1245/5000
148/148 [==============================] - 0s 34us/step - loss: 3757.1616 - mean_absolute_error: 42.3663 - val_loss: 8121.8392 - val_mean_absolute_error: 66.8008
Epoch 1246/5000
148/148 [==============================] - 0s 34us/step - loss: 3754.4705 - mean_absolute_error: 42.3481 - val_loss: 8119.3528 - val_mean_absolute_error: 66.7885
Epoch 1247/5000
148/148 [==============================] - 0s 34us/step - loss: 3751.8010 - mean_absolute_error: 42.3295 - val_loss: 8116.9291 - val_mean_absolute_error: 66.7761
Epoch 1248/5000
148/148 [==============================] - 0s 34us/step - loss: 3749.0769 - mean_absolute_error: 42.3103 - val_loss: 8114.5751 - val_mean_absolute_error: 66.7637
Epoch 1249/5000
148/148 [==============================] - 0s 34us/step - loss: 3746.3582 - mean_absolute_error: 42.2908 - val_loss: 8112.2792 - val_mean_absolute_error: 66.7519
Epoch 1250/5000
148/148 [==============================] - 0s 27us/step - loss: 3743.7073 - mean_absolute_error: 42.2722 - val_loss: 8109.9255 - val_mean_absolute_error: 66.7402
Epoch 1251/5000
148/148 [==============================] - 0s 34us/step - loss: 3740.9890 - mean_absolute_error: 42.2535 - val_loss: 8107.4808 - val_mean_absolute_error: 66.7286
Epoch 1252/5000
148/148 [==============================] - 0s 34us/step - loss: 3738.2251 - mean_absolute_error: 42.2350 - val_loss: 8104.9419 - val_mean_absolute_error: 66.7169
Epoch 1253/5000
148/148 [==============================] - 0s 34us/step - loss: 3735.5330 - mean_absolute_error: 42.2170 - val_loss: 8102.4100 - val_mean_absolute_error: 66.7047
Epoch 1254/5000
148/148 [==============================] - 0s 41us/step - loss: 3732.8147 - mean_absolute_error: 42.1985 - val_loss: 8099.8988 - val_mean_absolute_error: 66.6924
Epoch 1255/5000
148/148 [==============================] - 0s 27us/step - loss: 3730.0835 - mean_absolute_error: 42.1795 - val_loss: 8097.5123 - val_mean_absolute_error: 66.6822
Epoch 1256/5000
148/148 [==============================] - 0s 34us/step - loss: 3727.3899 - mean_absolute_error: 42.1606 - val_loss: 8095.2528 - val_mean_absolute_error: 66.6728
Epoch 1257/5000
148/148 [==============================] - 0s 34us/step - loss: 3724.6917 - mean_absolute_error: 42.1416 - val_loss: 8093.0467 - val_mean_absolute_error: 66.6640
Epoch 1258/5000
148/148 [==============================] - 0s 34us/step - loss: 3722.0151 - mean_absolute_error: 42.1232 - val_loss: 8090.7847 - val_mean_absolute_error: 66.6553
Epoch 1259/5000
148/148 [==============================] - 0s 27us/step - loss: 3719.3037 - mean_absolute_error: 42.1048 - val_loss: 8088.4795 - val_mean_absolute_error: 66.6463
Epoch 1260/5000
148/148 [==============================] - 0s 41us/step - loss: 3716.6165 - mean_absolute_error: 42.0864 - val_loss: 8086.1697 - val_mean_absolute_error: 66.6367
Epoch 1261/5000
148/148 [==============================] - 0s 27us/step - loss: 3713.9160 - mean_absolute_error: 42.0674 - val_loss: 8083.8095 - val_mean_absolute_error: 66.6270
Epoch 1262/5000
148/148 [==============================] - 0s 27us/step - loss: 3711.2454 - mean_absolute_error: 42.0481 - val_loss: 8081.4894 - val_mean_absolute_error: 66.6177
Epoch 1263/5000
148/148 [==============================] - 0s 34us/step - loss: 3708.5503 - mean_absolute_error: 42.0289 - val_loss: 8079.2005 - val_mean_absolute_error: 66.6091
Epoch 1264/5000
148/148 [==============================] - 0s 27us/step - loss: 3705.8386 - mean_absolute_error: 42.0100 - val_loss: 8076.9767 - val_mean_absolute_error: 66.6005
Epoch 1265/5000
148/148 [==============================] - 0s 34us/step - loss: 3703.1436 - mean_absolute_error: 41.9912 - val_loss: 8074.8069 - val_mean_absolute_error: 66.5920
Epoch 1266/5000
148/148 [==============================] - 0s 34us/step - loss: 3700.4277 - mean_absolute_error: 41.9724 - val_loss: 8072.6674 - val_mean_absolute_error: 66.5834
Epoch 1267/5000
148/148 [==============================] - 0s 34us/step - loss: 3697.7493 - mean_absolute_error: 41.9534 - val_loss: 8070.4690 - val_mean_absolute_error: 66.5746
Epoch 1268/5000
148/148 [==============================] - 0s 27us/step - loss: 3695.0803 - mean_absolute_error: 41.9345 - val_loss: 8068.1830 - val_mean_absolute_error: 66.5657
Epoch 1269/5000
148/148 [==============================] - 0s 34us/step - loss: 3692.3801 - mean_absolute_error: 41.9155 - val_loss: 8065.8527 - val_mean_absolute_error: 66.5564
Epoch 1270/5000
148/148 [==============================] - 0s 27us/step - loss: 3689.6804 - mean_absolute_error: 41.8958 - val_loss: 8063.4560 - val_mean_absolute_error: 66.5468
Epoch 1271/5000
148/148 [==============================] - 0s 34us/step - loss: 3686.9988 - mean_absolute_error: 41.8761 - val_loss: 8061.1582 - val_mean_absolute_error: 66.5375
Epoch 1272/5000
148/148 [==============================] - 0s 27us/step - loss: 3684.3196 - mean_absolute_error: 41.8562 - val_loss: 8058.9223 - val_mean_absolute_error: 66.5285
Epoch 1273/5000
148/148 [==============================] - 0s 34us/step - loss: 3681.6492 - mean_absolute_error: 41.8363 - val_loss: 8056.5756 - val_mean_absolute_error: 66.5192
Epoch 1274/5000
148/148 [==============================] - 0s 34us/step - loss: 3678.9792 - mean_absolute_error: 41.8170 - val_loss: 8054.0971 - val_mean_absolute_error: 66.5093
Epoch 1275/5000
148/148 [==============================] - 0s 34us/step - loss: 3676.3015 - mean_absolute_error: 41.7978 - val_loss: 8051.6438 - val_mean_absolute_error: 66.4995
Epoch 1276/5000
148/148 [==============================] - 0s 41us/step - loss: 3673.6052 - mean_absolute_error: 41.7785 - val_loss: 8049.1962 - val_mean_absolute_error: 66.4897
Epoch 1277/5000
148/148 [==============================] - 0s 41us/step - loss: 3670.9392 - mean_absolute_error: 41.7588 - val_loss: 8046.6990 - val_mean_absolute_error: 66.4796
Epoch 1278/5000
148/148 [==============================] - 0s 34us/step - loss: 3668.2944 - mean_absolute_error: 41.7391 - val_loss: 8044.2920 - val_mean_absolute_error: 66.4701
Epoch 1279/5000
148/148 [==============================] - 0s 34us/step - loss: 3665.6267 - mean_absolute_error: 41.7196 - val_loss: 8041.8019 - val_mean_absolute_error: 66.4602
Epoch 1280/5000
148/148 [==============================] - 0s 34us/step - loss: 3662.9502 - mean_absolute_error: 41.7005 - val_loss: 8039.2617 - val_mean_absolute_error: 66.4499
Epoch 1281/5000
148/148 [==============================] - 0s 41us/step - loss: 3660.3108 - mean_absolute_error: 41.6816 - val_loss: 8036.7110 - val_mean_absolute_error: 66.4392
Epoch 1282/5000
148/148 [==============================] - 0s 41us/step - loss: 3657.6448 - mean_absolute_error: 41.6621 - val_loss: 8034.0648 - val_mean_absolute_error: 66.4276
Epoch 1283/5000
148/148 [==============================] - 0s 27us/step - loss: 3654.9509 - mean_absolute_error: 41.6421 - val_loss: 8031.3671 - val_mean_absolute_error: 66.4154
Epoch 1284/5000
148/148 [==============================] - 0s 34us/step - loss: 3652.2437 - mean_absolute_error: 41.6215 - val_loss: 8028.7289 - val_mean_absolute_error: 66.4031
Epoch 1285/5000
148/148 [==============================] - 0s 34us/step - loss: 3649.6069 - mean_absolute_error: 41.6007 - val_loss: 8026.1515 - val_mean_absolute_error: 66.3915
Epoch 1286/5000
148/148 [==============================] - 0s 27us/step - loss: 3646.9729 - mean_absolute_error: 41.5803 - val_loss: 8023.5177 - val_mean_absolute_error: 66.3799
Epoch 1287/5000
148/148 [==============================] - 0s 34us/step - loss: 3644.3298 - mean_absolute_error: 41.5602 - val_loss: 8020.8726 - val_mean_absolute_error: 66.3682
Epoch 1288/5000
148/148 [==============================] - 0s 34us/step - loss: 3641.6926 - mean_absolute_error: 41.5403 - val_loss: 8018.2551 - val_mean_absolute_error: 66.3566
Epoch 1289/5000
148/148 [==============================] - 0s 27us/step - loss: 3639.0540 - mean_absolute_error: 41.5208 - val_loss: 8015.6864 - val_mean_absolute_error: 66.3447
Epoch 1290/5000
148/148 [==============================] - 0s 27us/step - loss: 3636.4663 - mean_absolute_error: 41.5014 - val_loss: 8013.0904 - val_mean_absolute_error: 66.3323
Epoch 1291/5000
148/148 [==============================] - 0s 34us/step - loss: 3633.8523 - mean_absolute_error: 41.4814 - val_loss: 8010.4443 - val_mean_absolute_error: 66.3197
Epoch 1292/5000
148/148 [==============================] - 0s 34us/step - loss: 3631.2344 - mean_absolute_error: 41.4620 - val_loss: 8007.7948 - val_mean_absolute_error: 66.3069
Epoch 1293/5000
148/148 [==============================] - 0s 34us/step - loss: 3628.6047 - mean_absolute_error: 41.4428 - val_loss: 8005.1903 - val_mean_absolute_error: 66.2939
Epoch 1294/5000
148/148 [==============================] - 0s 27us/step - loss: 3626.0039 - mean_absolute_error: 41.4236 - val_loss: 8002.5469 - val_mean_absolute_error: 66.2809
Epoch 1295/5000
148/148 [==============================] - 0s 27us/step - loss: 3623.4023 - mean_absolute_error: 41.4047 - val_loss: 7999.8380 - val_mean_absolute_error: 66.2675
Epoch 1296/5000
148/148 [==============================] - 0s 27us/step - loss: 3620.7976 - mean_absolute_error: 41.3856 - val_loss: 7997.1056 - val_mean_absolute_error: 66.2540
Epoch 1297/5000
148/148 [==============================] - 0s 34us/step - loss: 3618.2036 - mean_absolute_error: 41.3664 - val_loss: 7994.3705 - val_mean_absolute_error: 66.2403
Epoch 1298/5000
148/148 [==============================] - 0s 34us/step - loss: 3615.6274 - mean_absolute_error: 41.3471 - val_loss: 7991.6740 - val_mean_absolute_error: 66.2270
Epoch 1299/5000
148/148 [==============================] - 0s 27us/step - loss: 3613.0786 - mean_absolute_error: 41.3280 - val_loss: 7988.9824 - val_mean_absolute_error: 66.2139
Epoch 1300/5000
148/148 [==============================] - 0s 34us/step - loss: 3610.5000 - mean_absolute_error: 41.3094 - val_loss: 7986.3230 - val_mean_absolute_error: 66.2007
Epoch 1301/5000
148/148 [==============================] - 0s 34us/step - loss: 3607.9399 - mean_absolute_error: 41.2909 - val_loss: 7983.7282 - val_mean_absolute_error: 66.1879
Epoch 1302/5000
148/148 [==============================] - 0s 41us/step - loss: 3605.3975 - mean_absolute_error: 41.2725 - val_loss: 7981.1453 - val_mean_absolute_error: 66.1751
Epoch 1303/5000
148/148 [==============================] - 0s 34us/step - loss: 3602.8367 - mean_absolute_error: 41.2539 - val_loss: 7978.5502 - val_mean_absolute_error: 66.1627
Epoch 1304/5000
148/148 [==============================] - 0s 27us/step - loss: 3600.2935 - mean_absolute_error: 41.2358 - val_loss: 7975.9898 - val_mean_absolute_error: 66.1507
Epoch 1305/5000
148/148 [==============================] - 0s 27us/step - loss: 3597.7542 - mean_absolute_error: 41.2182 - val_loss: 7973.4536 - val_mean_absolute_error: 66.1387
Epoch 1306/5000
148/148 [==============================] - 0s 34us/step - loss: 3595.2019 - mean_absolute_error: 41.2005 - val_loss: 7971.0273 - val_mean_absolute_error: 66.1275
Epoch 1307/5000
148/148 [==============================] - 0s 34us/step - loss: 3592.6428 - mean_absolute_error: 41.1830 - val_loss: 7968.6426 - val_mean_absolute_error: 66.1171
Epoch 1308/5000
148/148 [==============================] - 0s 27us/step - loss: 3590.0676 - mean_absolute_error: 41.1661 - val_loss: 7966.3817 - val_mean_absolute_error: 66.1073
Epoch 1309/5000
148/148 [==============================] - 0s 41us/step - loss: 3587.5452 - mean_absolute_error: 41.1494 - val_loss: 7964.0730 - val_mean_absolute_error: 66.0971
Epoch 1310/5000
148/148 [==============================] - 0s 41us/step - loss: 3585.0022 - mean_absolute_error: 41.1324 - val_loss: 7961.6815 - val_mean_absolute_error: 66.0859
Epoch 1311/5000
148/148 [==============================] - 0s 27us/step - loss: 3582.4695 - mean_absolute_error: 41.1157 - val_loss: 7959.3028 - val_mean_absolute_error: 66.0749
Epoch 1312/5000
148/148 [==============================] - 0s 41us/step - loss: 3579.9321 - mean_absolute_error: 41.0994 - val_loss: 7956.9796 - val_mean_absolute_error: 66.0645
Epoch 1313/5000
148/148 [==============================] - 0s 34us/step - loss: 3577.4443 - mean_absolute_error: 41.0838 - val_loss: 7954.8028 - val_mean_absolute_error: 66.0551
Epoch 1314/5000
148/148 [==============================] - 0s 34us/step - loss: 3574.9490 - mean_absolute_error: 41.0681 - val_loss: 7952.7286 - val_mean_absolute_error: 66.0463
Epoch 1315/5000
148/148 [==============================] - 0s 34us/step - loss: 3572.4399 - mean_absolute_error: 41.0521 - val_loss: 7950.7257 - val_mean_absolute_error: 66.0373
Epoch 1316/5000
148/148 [==============================] - 0s 41us/step - loss: 3569.9253 - mean_absolute_error: 41.0358 - val_loss: 7948.8167 - val_mean_absolute_error: 66.0288
Epoch 1317/5000
148/148 [==============================] - 0s 34us/step - loss: 3567.4307 - mean_absolute_error: 41.0197 - val_loss: 7946.9603 - val_mean_absolute_error: 66.0204
Epoch 1318/5000
148/148 [==============================] - 0s 34us/step - loss: 3564.9700 - mean_absolute_error: 41.0035 - val_loss: 7945.0031 - val_mean_absolute_error: 66.0116
Epoch 1319/5000
148/148 [==============================] - 0s 34us/step - loss: 3562.5071 - mean_absolute_error: 40.9869 - val_loss: 7943.0098 - val_mean_absolute_error: 66.0029
Epoch 1320/5000
148/148 [==============================] - 0s 27us/step - loss: 3560.0244 - mean_absolute_error: 40.9706 - val_loss: 7941.0772 - val_mean_absolute_error: 65.9946
Epoch 1321/5000
148/148 [==============================] - 0s 34us/step - loss: 3557.5427 - mean_absolute_error: 40.9544 - val_loss: 7939.1354 - val_mean_absolute_error: 65.9864
Epoch 1322/5000
148/148 [==============================] - 0s 34us/step - loss: 3555.1030 - mean_absolute_error: 40.9386 - val_loss: 7937.1664 - val_mean_absolute_error: 65.9777
Epoch 1323/5000
148/148 [==============================] - 0s 27us/step - loss: 3552.6523 - mean_absolute_error: 40.9227 - val_loss: 7935.1256 - val_mean_absolute_error: 65.9678
Epoch 1324/5000
148/148 [==============================] - 0s 34us/step - loss: 3550.1934 - mean_absolute_error: 40.9062 - val_loss: 7933.0263 - val_mean_absolute_error: 65.9572
Epoch 1325/5000
148/148 [==============================] - 0s 34us/step - loss: 3547.7627 - mean_absolute_error: 40.8893 - val_loss: 7930.9402 - val_mean_absolute_error: 65.9458
Epoch 1326/5000
148/148 [==============================] - 0s 34us/step - loss: 3545.2910 - mean_absolute_error: 40.8709 - val_loss: 7928.8886 - val_mean_absolute_error: 65.9347
Epoch 1327/5000
148/148 [==============================] - 0s 34us/step - loss: 3542.8640 - mean_absolute_error: 40.8526 - val_loss: 7926.8531 - val_mean_absolute_error: 65.9240
Epoch 1328/5000
148/148 [==============================] - 0s 27us/step - loss: 3540.4092 - mean_absolute_error: 40.8346 - val_loss: 7924.7550 - val_mean_absolute_error: 65.9134
Epoch 1329/5000
148/148 [==============================] - 0s 34us/step - loss: 3537.9561 - mean_absolute_error: 40.8168 - val_loss: 7922.7001 - val_mean_absolute_error: 65.9031
Epoch 1330/5000
148/148 [==============================] - 0s 34us/step - loss: 3535.5227 - mean_absolute_error: 40.7993 - val_loss: 7920.7821 - val_mean_absolute_error: 65.8937
Epoch 1331/5000
148/148 [==============================] - 0s 34us/step - loss: 3533.0752 - mean_absolute_error: 40.7818 - val_loss: 7918.9095 - val_mean_absolute_error: 65.8846
Epoch 1332/5000
148/148 [==============================] - 0s 34us/step - loss: 3530.6331 - mean_absolute_error: 40.7641 - val_loss: 7917.0914 - val_mean_absolute_error: 65.8755
Epoch 1333/5000
148/148 [==============================] - 0s 34us/step - loss: 3528.1558 - mean_absolute_error: 40.7463 - val_loss: 7915.3623 - val_mean_absolute_error: 65.8673
Epoch 1334/5000
148/148 [==============================] - 0s 27us/step - loss: 3525.6899 - mean_absolute_error: 40.7282 - val_loss: 7913.6384 - val_mean_absolute_error: 65.8595
Epoch 1335/5000
148/148 [==============================] - 0s 41us/step - loss: 3523.2617 - mean_absolute_error: 40.7103 - val_loss: 7911.9905 - val_mean_absolute_error: 65.8522
Epoch 1336/5000
148/148 [==============================] - 0s 27us/step - loss: 3520.8342 - mean_absolute_error: 40.6924 - val_loss: 7910.3819 - val_mean_absolute_error: 65.8452
Epoch 1337/5000
148/148 [==============================] - 0s 34us/step - loss: 3518.4448 - mean_absolute_error: 40.6751 - val_loss: 7908.7670 - val_mean_absolute_error: 65.8379
Epoch 1338/5000
148/148 [==============================] - 0s 41us/step - loss: 3516.0134 - mean_absolute_error: 40.6575 - val_loss: 7907.1854 - val_mean_absolute_error: 65.8304
Epoch 1339/5000
148/148 [==============================] - 0s 27us/step - loss: 3513.5620 - mean_absolute_error: 40.6399 - val_loss: 7905.7064 - val_mean_absolute_error: 65.8235
Epoch 1340/5000
148/148 [==============================] - 0s 41us/step - loss: 3511.0938 - mean_absolute_error: 40.6226 - val_loss: 7904.1536 - val_mean_absolute_error: 65.8164
Epoch 1341/5000
148/148 [==============================] - 0s 34us/step - loss: 3508.6775 - mean_absolute_error: 40.6055 - val_loss: 7902.5364 - val_mean_absolute_error: 65.8090
Epoch 1342/5000
148/148 [==============================] - 0s 27us/step - loss: 3506.2747 - mean_absolute_error: 40.5891 - val_loss: 7900.8507 - val_mean_absolute_error: 65.8018
Epoch 1343/5000
148/148 [==============================] - 0s 27us/step - loss: 3503.8584 - mean_absolute_error: 40.5725 - val_loss: 7899.1999 - val_mean_absolute_error: 65.7947
Epoch 1344/5000
148/148 [==============================] - 0s 34us/step - loss: 3501.4548 - mean_absolute_error: 40.5562 - val_loss: 7897.7592 - val_mean_absolute_error: 65.7885
Epoch 1345/5000
148/148 [==============================] - 0s 34us/step - loss: 3499.0208 - mean_absolute_error: 40.5402 - val_loss: 7896.3301 - val_mean_absolute_error: 65.7821
Epoch 1346/5000
148/148 [==============================] - 0s 41us/step - loss: 3496.5835 - mean_absolute_error: 40.5238 - val_loss: 7894.9564 - val_mean_absolute_error: 65.7762
Epoch 1347/5000
148/148 [==============================] - 0s 34us/step - loss: 3494.1523 - mean_absolute_error: 40.5073 - val_loss: 7893.6180 - val_mean_absolute_error: 65.7701
Epoch 1348/5000
148/148 [==============================] - 0s 34us/step - loss: 3491.7571 - mean_absolute_error: 40.4904 - val_loss: 7892.2661 - val_mean_absolute_error: 65.7642
Epoch 1349/5000
148/148 [==============================] - 0s 34us/step - loss: 3489.3318 - mean_absolute_error: 40.4732 - val_loss: 7890.9919 - val_mean_absolute_error: 65.7594
Epoch 1350/5000
148/148 [==============================] - 0s 34us/step - loss: 3486.8748 - mean_absolute_error: 40.4569 - val_loss: 7889.6389 - val_mean_absolute_error: 65.7545
Epoch 1351/5000
148/148 [==============================] - 0s 34us/step - loss: 3484.4387 - mean_absolute_error: 40.4413 - val_loss: 7888.2955 - val_mean_absolute_error: 65.7493
Epoch 1352/5000
148/148 [==============================] - 0s 34us/step - loss: 3482.0586 - mean_absolute_error: 40.4259 - val_loss: 7886.8689 - val_mean_absolute_error: 65.7428
Epoch 1353/5000
148/148 [==============================] - 0s 27us/step - loss: 3479.6255 - mean_absolute_error: 40.4088 - val_loss: 7885.4484 - val_mean_absolute_error: 65.7358
Epoch 1354/5000
148/148 [==============================] - 0s 41us/step - loss: 3477.2117 - mean_absolute_error: 40.3914 - val_loss: 7883.8902 - val_mean_absolute_error: 65.7290
Epoch 1355/5000
148/148 [==============================] - 0s 27us/step - loss: 3474.8267 - mean_absolute_error: 40.3751 - val_loss: 7882.1089 - val_mean_absolute_error: 65.7230
Epoch 1356/5000
148/148 [==============================] - 0s 41us/step - loss: 3472.4204 - mean_absolute_error: 40.3589 - val_loss: 7880.3515 - val_mean_absolute_error: 65.7172
Epoch 1357/5000
148/148 [==============================] - 0s 34us/step - loss: 3470.0649 - mean_absolute_error: 40.3434 - val_loss: 7878.6613 - val_mean_absolute_error: 65.7112
Epoch 1358/5000
148/148 [==============================] - 0s 34us/step - loss: 3467.6870 - mean_absolute_error: 40.3272 - val_loss: 7877.0888 - val_mean_absolute_error: 65.7051
Epoch 1359/5000
148/148 [==============================] - 0s 27us/step - loss: 3465.3140 - mean_absolute_error: 40.3099 - val_loss: 7875.4003 - val_mean_absolute_error: 65.6984
Epoch 1360/5000
148/148 [==============================] - 0s 27us/step - loss: 3462.9160 - mean_absolute_error: 40.2920 - val_loss: 7873.7869 - val_mean_absolute_error: 65.6921
Epoch 1361/5000
148/148 [==============================] - 0s 41us/step - loss: 3460.5090 - mean_absolute_error: 40.2745 - val_loss: 7872.2792 - val_mean_absolute_error: 65.6866
Epoch 1362/5000
148/148 [==============================] - 0s 34us/step - loss: 3458.2007 - mean_absolute_error: 40.2584 - val_loss: 7870.6773 - val_mean_absolute_error: 65.6808
Epoch 1363/5000
148/148 [==============================] - 0s 34us/step - loss: 3455.8555 - mean_absolute_error: 40.2416 - val_loss: 7869.1087 - val_mean_absolute_error: 65.6753
Epoch 1364/5000
148/148 [==============================] - 0s 27us/step - loss: 3453.4609 - mean_absolute_error: 40.2247 - val_loss: 7867.5009 - val_mean_absolute_error: 65.6697
Epoch 1365/5000
148/148 [==============================] - 0s 27us/step - loss: 3451.0422 - mean_absolute_error: 40.2076 - val_loss: 7865.7854 - val_mean_absolute_error: 65.6638
Epoch 1366/5000
148/148 [==============================] - 0s 27us/step - loss: 3448.6685 - mean_absolute_error: 40.1915 - val_loss: 7864.1514 - val_mean_absolute_error: 65.6581
Epoch 1367/5000
148/148 [==============================] - 0s 34us/step - loss: 3446.3491 - mean_absolute_error: 40.1763 - val_loss: 7862.4022 - val_mean_absolute_error: 65.6516
Epoch 1368/5000
148/148 [==============================] - 0s 34us/step - loss: 3443.9663 - mean_absolute_error: 40.1609 - val_loss: 7860.7249 - val_mean_absolute_error: 65.6448
Epoch 1369/5000
148/148 [==============================] - 0s 20us/step - loss: 3441.5857 - mean_absolute_error: 40.1443 - val_loss: 7859.0935 - val_mean_absolute_error: 65.6380
Epoch 1370/5000
148/148 [==============================] - 0s 34us/step - loss: 3439.2183 - mean_absolute_error: 40.1273 - val_loss: 7857.5678 - val_mean_absolute_error: 65.6320
Epoch 1371/5000
148/148 [==============================] - 0s 27us/step - loss: 3436.8706 - mean_absolute_error: 40.1110 - val_loss: 7855.9716 - val_mean_absolute_error: 65.6265
Epoch 1372/5000
148/148 [==============================] - 0s 41us/step - loss: 3434.5193 - mean_absolute_error: 40.0958 - val_loss: 7854.3455 - val_mean_absolute_error: 65.6209
Epoch 1373/5000
148/148 [==============================] - 0s 27us/step - loss: 3432.1680 - mean_absolute_error: 40.0803 - val_loss: 7852.7275 - val_mean_absolute_error: 65.6153
Epoch 1374/5000
148/148 [==============================] - 0s 34us/step - loss: 3429.8203 - mean_absolute_error: 40.0643 - val_loss: 7851.1000 - val_mean_absolute_error: 65.6087
Epoch 1375/5000
148/148 [==============================] - 0s 27us/step - loss: 3427.5042 - mean_absolute_error: 40.0480 - val_loss: 7849.4737 - val_mean_absolute_error: 65.6021
Epoch 1376/5000
148/148 [==============================] - 0s 41us/step - loss: 3425.1738 - mean_absolute_error: 40.0316 - val_loss: 7847.9364 - val_mean_absolute_error: 65.5960
Epoch 1377/5000
148/148 [==============================] - 0s 34us/step - loss: 3422.8274 - mean_absolute_error: 40.0157 - val_loss: 7846.5157 - val_mean_absolute_error: 65.5908
Epoch 1378/5000
148/148 [==============================] - 0s 34us/step - loss: 3420.4868 - mean_absolute_error: 40.0003 - val_loss: 7845.1200 - val_mean_absolute_error: 65.5858
Epoch 1379/5000
148/148 [==============================] - 0s 27us/step - loss: 3418.1667 - mean_absolute_error: 39.9853 - val_loss: 7843.5755 - val_mean_absolute_error: 65.5803
Epoch 1380/5000
148/148 [==============================] - 0s 34us/step - loss: 3415.8386 - mean_absolute_error: 39.9704 - val_loss: 7841.9877 - val_mean_absolute_error: 65.5750
Epoch 1381/5000
148/148 [==============================] - 0s 34us/step - loss: 3413.5063 - mean_absolute_error: 39.9556 - val_loss: 7840.5372 - val_mean_absolute_error: 65.5703
Epoch 1382/5000
148/148 [==============================] - 0s 27us/step - loss: 3411.2212 - mean_absolute_error: 39.9406 - val_loss: 7839.1989 - val_mean_absolute_error: 65.5665
Epoch 1383/5000
148/148 [==============================] - 0s 27us/step - loss: 3408.9031 - mean_absolute_error: 39.9251 - val_loss: 7837.8316 - val_mean_absolute_error: 65.5626
Epoch 1384/5000
148/148 [==============================] - 0s 27us/step - loss: 3406.5664 - mean_absolute_error: 39.9099 - val_loss: 7836.4894 - val_mean_absolute_error: 65.5593
Epoch 1385/5000
148/148 [==============================] - 0s 34us/step - loss: 3404.2915 - mean_absolute_error: 39.8955 - val_loss: 7835.1531 - val_mean_absolute_error: 65.5559
Epoch 1386/5000
148/148 [==============================] - 0s 34us/step - loss: 3402.0027 - mean_absolute_error: 39.8808 - val_loss: 7833.7823 - val_mean_absolute_error: 65.5520
Epoch 1387/5000
148/148 [==============================] - 0s 47us/step - loss: 3399.6594 - mean_absolute_error: 39.8657 - val_loss: 7832.3565 - val_mean_absolute_error: 65.5482
Epoch 1388/5000
148/148 [==============================] - 0s 47us/step - loss: 3397.3706 - mean_absolute_error: 39.8503 - val_loss: 7831.0520 - val_mean_absolute_error: 65.5452
Epoch 1389/5000
148/148 [==============================] - 0s 41us/step - loss: 3395.0601 - mean_absolute_error: 39.8355 - val_loss: 7829.7945 - val_mean_absolute_error: 65.5429
Epoch 1390/5000
148/148 [==============================] - 0s 41us/step - loss: 3392.7439 - mean_absolute_error: 39.8214 - val_loss: 7828.5340 - val_mean_absolute_error: 65.5405
Epoch 1391/5000
148/148 [==============================] - 0s 41us/step - loss: 3390.4565 - mean_absolute_error: 39.8077 - val_loss: 7827.1943 - val_mean_absolute_error: 65.5368
Epoch 1392/5000
148/148 [==============================] - 0s 27us/step - loss: 3388.1345 - mean_absolute_error: 39.7926 - val_loss: 7825.7959 - val_mean_absolute_error: 65.5322
Epoch 1393/5000
148/148 [==============================] - 0s 34us/step - loss: 3385.8633 - mean_absolute_error: 39.7770 - val_loss: 7824.3601 - val_mean_absolute_error: 65.5278
Epoch 1394/5000
148/148 [==============================] - 0s 34us/step - loss: 3383.5706 - mean_absolute_error: 39.7613 - val_loss: 7822.9246 - val_mean_absolute_error: 65.5239
Epoch 1395/5000
148/148 [==============================] - 0s 34us/step - loss: 3381.2783 - mean_absolute_error: 39.7466 - val_loss: 7821.6353 - val_mean_absolute_error: 65.5212
Epoch 1396/5000
148/148 [==============================] - 0s 34us/step - loss: 3379.0325 - mean_absolute_error: 39.7324 - val_loss: 7820.4176 - val_mean_absolute_error: 65.5187
Epoch 1397/5000
148/148 [==============================] - 0s 34us/step - loss: 3376.7476 - mean_absolute_error: 39.7179 - val_loss: 7819.2047 - val_mean_absolute_error: 65.5160
Epoch 1398/5000
148/148 [==============================] - 0s 34us/step - loss: 3374.4932 - mean_absolute_error: 39.7040 - val_loss: 7817.7932 - val_mean_absolute_error: 65.5118
Epoch 1399/5000
148/148 [==============================] - 0s 34us/step - loss: 3372.2573 - mean_absolute_error: 39.6894 - val_loss: 7816.1961 - val_mean_absolute_error: 65.5070
Epoch 1400/5000
148/148 [==============================] - 0s 34us/step - loss: 3369.9836 - mean_absolute_error: 39.6743 - val_loss: 7814.4614 - val_mean_absolute_error: 65.5015
Epoch 1401/5000
148/148 [==============================] - 0s 34us/step - loss: 3367.7266 - mean_absolute_error: 39.6592 - val_loss: 7812.9003 - val_mean_absolute_error: 65.4966
Epoch 1402/5000
148/148 [==============================] - 0s 27us/step - loss: 3365.5015 - mean_absolute_error: 39.6441 - val_loss: 7811.4259 - val_mean_absolute_error: 65.4919
Epoch 1403/5000
148/148 [==============================] - 0s 27us/step - loss: 3363.2351 - mean_absolute_error: 39.6296 - val_loss: 7809.9755 - val_mean_absolute_error: 65.4877
Epoch 1404/5000
148/148 [==============================] - 0s 34us/step - loss: 3360.9658 - mean_absolute_error: 39.6159 - val_loss: 7808.6260 - val_mean_absolute_error: 65.4841
Epoch 1405/5000
148/148 [==============================] - 0s 34us/step - loss: 3358.7383 - mean_absolute_error: 39.6027 - val_loss: 7807.1479 - val_mean_absolute_error: 65.4807
Epoch 1406/5000
148/148 [==============================] - 0s 34us/step - loss: 3356.4941 - mean_absolute_error: 39.5892 - val_loss: 7805.5593 - val_mean_absolute_error: 65.4769
Epoch 1407/5000
148/148 [==============================] - 0s 41us/step - loss: 3354.2329 - mean_absolute_error: 39.5755 - val_loss: 7804.0473 - val_mean_absolute_error: 65.4733
Epoch 1408/5000
148/148 [==============================] - 0s 27us/step - loss: 3352.0105 - mean_absolute_error: 39.5620 - val_loss: 7802.4255 - val_mean_absolute_error: 65.4689
Epoch 1409/5000
148/148 [==============================] - 0s 27us/step - loss: 3349.7695 - mean_absolute_error: 39.5483 - val_loss: 7800.6370 - val_mean_absolute_error: 65.4630
Epoch 1410/5000
148/148 [==============================] - 0s 34us/step - loss: 3347.5056 - mean_absolute_error: 39.5341 - val_loss: 7798.8531 - val_mean_absolute_error: 65.4569
Epoch 1411/5000
148/148 [==============================] - 0s 34us/step - loss: 3345.2744 - mean_absolute_error: 39.5194 - val_loss: 7797.2511 - val_mean_absolute_error: 65.4520
Epoch 1412/5000
148/148 [==============================] - 0s 34us/step - loss: 3343.0605 - mean_absolute_error: 39.5053 - val_loss: 7795.7540 - val_mean_absolute_error: 65.4473
Epoch 1413/5000
148/148 [==============================] - 0s 41us/step - loss: 3340.8210 - mean_absolute_error: 39.4914 - val_loss: 7794.3762 - val_mean_absolute_error: 65.4438
Epoch 1414/5000
148/148 [==============================] - 0s 27us/step - loss: 3338.5945 - mean_absolute_error: 39.4780 - val_loss: 7793.0867 - val_mean_absolute_error: 65.4403
Epoch 1415/5000
148/148 [==============================] - 0s 34us/step - loss: 3336.3721 - mean_absolute_error: 39.4643 - val_loss: 7791.6574 - val_mean_absolute_error: 65.4359
Epoch 1416/5000
148/148 [==============================] - 0s 27us/step - loss: 3334.1370 - mean_absolute_error: 39.4498 - val_loss: 7789.9937 - val_mean_absolute_error: 65.4305
Epoch 1417/5000
148/148 [==============================] - 0s 34us/step - loss: 3331.9363 - mean_absolute_error: 39.4356 - val_loss: 7788.3460 - val_mean_absolute_error: 65.4248
Epoch 1418/5000
148/148 [==============================] - 0s 27us/step - loss: 3329.7024 - mean_absolute_error: 39.4205 - val_loss: 7786.5555 - val_mean_absolute_error: 65.4186
Epoch 1419/5000
148/148 [==============================] - 0s 27us/step - loss: 3327.4824 - mean_absolute_error: 39.4056 - val_loss: 7784.6952 - val_mean_absolute_error: 65.4120
Epoch 1420/5000
148/148 [==============================] - 0s 34us/step - loss: 3325.2612 - mean_absolute_error: 39.3904 - val_loss: 7782.9159 - val_mean_absolute_error: 65.4064
Epoch 1421/5000
148/148 [==============================] - 0s 27us/step - loss: 3323.0408 - mean_absolute_error: 39.3755 - val_loss: 7781.0957 - val_mean_absolute_error: 65.4010
Epoch 1422/5000
148/148 [==============================] - 0s 41us/step - loss: 3320.8264 - mean_absolute_error: 39.3614 - val_loss: 7779.3473 - val_mean_absolute_error: 65.3957
Epoch 1423/5000
148/148 [==============================] - 0s 34us/step - loss: 3318.6287 - mean_absolute_error: 39.3475 - val_loss: 7777.6184 - val_mean_absolute_error: 65.3902
Epoch 1424/5000
148/148 [==============================] - 0s 34us/step - loss: 3316.4004 - mean_absolute_error: 39.3326 - val_loss: 7775.9401 - val_mean_absolute_error: 65.3844
Epoch 1425/5000
148/148 [==============================] - 0s 27us/step - loss: 3314.1687 - mean_absolute_error: 39.3174 - val_loss: 7774.4090 - val_mean_absolute_error: 65.3790
Epoch 1426/5000
148/148 [==============================] - 0s 34us/step - loss: 3311.9431 - mean_absolute_error: 39.3020 - val_loss: 7772.8318 - val_mean_absolute_error: 65.3738
Epoch 1427/5000
148/148 [==============================] - 0s 34us/step - loss: 3309.7249 - mean_absolute_error: 39.2872 - val_loss: 7771.1689 - val_mean_absolute_error: 65.3686
Epoch 1428/5000
148/148 [==============================] - 0s 34us/step - loss: 3307.5027 - mean_absolute_error: 39.2730 - val_loss: 7769.5719 - val_mean_absolute_error: 65.3636
Epoch 1429/5000
148/148 [==============================] - 0s 41us/step - loss: 3305.2927 - mean_absolute_error: 39.2581 - val_loss: 7768.0532 - val_mean_absolute_error: 65.3590
Epoch 1430/5000
148/148 [==============================] - 0s 27us/step - loss: 3303.0610 - mean_absolute_error: 39.2428 - val_loss: 7766.5516 - val_mean_absolute_error: 65.3541
Epoch 1431/5000
148/148 [==============================] - 0s 27us/step - loss: 3300.8867 - mean_absolute_error: 39.2270 - val_loss: 7765.0908 - val_mean_absolute_error: 65.3500
Epoch 1432/5000
148/148 [==============================] - 0s 34us/step - loss: 3298.6860 - mean_absolute_error: 39.2120 - val_loss: 7763.5312 - val_mean_absolute_error: 65.3456
Epoch 1433/5000
148/148 [==============================] - 0s 27us/step - loss: 3296.4524 - mean_absolute_error: 39.1977 - val_loss: 7761.8924 - val_mean_absolute_error: 65.3406
Epoch 1434/5000
148/148 [==============================] - 0s 34us/step - loss: 3294.2209 - mean_absolute_error: 39.1836 - val_loss: 7760.2892 - val_mean_absolute_error: 65.3351
Epoch 1435/5000
148/148 [==============================] - 0s 34us/step - loss: 3292.0566 - mean_absolute_error: 39.1688 - val_loss: 7758.6582 - val_mean_absolute_error: 65.3295
Epoch 1436/5000
148/148 [==============================] - 0s 27us/step - loss: 3289.8730 - mean_absolute_error: 39.1534 - val_loss: 7757.1392 - val_mean_absolute_error: 65.3248
Epoch 1437/5000
148/148 [==============================] - 0s 34us/step - loss: 3287.6494 - mean_absolute_error: 39.1377 - val_loss: 7755.5306 - val_mean_absolute_error: 65.3202
Epoch 1438/5000
148/148 [==============================] - 0s 34us/step - loss: 3285.4197 - mean_absolute_error: 39.1219 - val_loss: 7753.9008 - val_mean_absolute_error: 65.3156
Epoch 1439/5000
148/148 [==============================] - 0s 34us/step - loss: 3283.2122 - mean_absolute_error: 39.1067 - val_loss: 7752.2872 - val_mean_absolute_error: 65.3111
Epoch 1440/5000
148/148 [==============================] - 0s 41us/step - loss: 3281.0149 - mean_absolute_error: 39.0918 - val_loss: 7750.7457 - val_mean_absolute_error: 65.3065
Epoch 1441/5000
148/148 [==============================] - 0s 34us/step - loss: 3278.8284 - mean_absolute_error: 39.0769 - val_loss: 7749.2243 - val_mean_absolute_error: 65.3019
Epoch 1442/5000
148/148 [==============================] - 0s 27us/step - loss: 3276.6074 - mean_absolute_error: 39.0616 - val_loss: 7747.7760 - val_mean_absolute_error: 65.2977
Epoch 1443/5000
148/148 [==============================] - 0s 34us/step - loss: 3274.4282 - mean_absolute_error: 39.0466 - val_loss: 7746.2200 - val_mean_absolute_error: 65.2931
Epoch 1444/5000
148/148 [==============================] - 0s 27us/step - loss: 3272.2603 - mean_absolute_error: 39.0321 - val_loss: 7744.5980 - val_mean_absolute_error: 65.2880
Epoch 1445/5000
148/148 [==============================] - 0s 34us/step - loss: 3270.0852 - mean_absolute_error: 39.0173 - val_loss: 7743.0987 - val_mean_absolute_error: 65.2832
Epoch 1446/5000
148/148 [==============================] - 0s 34us/step - loss: 3267.8899 - mean_absolute_error: 39.0020 - val_loss: 7741.6642 - val_mean_absolute_error: 65.2789
Epoch 1447/5000
148/148 [==============================] - 0s 34us/step - loss: 3265.7227 - mean_absolute_error: 38.9872 - val_loss: 7740.3498 - val_mean_absolute_error: 65.2750
Epoch 1448/5000
148/148 [==============================] - 0s 27us/step - loss: 3263.5461 - mean_absolute_error: 38.9726 - val_loss: 7739.1360 - val_mean_absolute_error: 65.2717
Epoch 1449/5000
148/148 [==============================] - 0s 34us/step - loss: 3261.3665 - mean_absolute_error: 38.9582 - val_loss: 7737.8188 - val_mean_absolute_error: 65.2680
Epoch 1450/5000
148/148 [==============================] - 0s 34us/step - loss: 3259.1858 - mean_absolute_error: 38.9437 - val_loss: 7736.3813 - val_mean_absolute_error: 65.2649
Epoch 1451/5000
148/148 [==============================] - 0s 27us/step - loss: 3257.0178 - mean_absolute_error: 38.9293 - val_loss: 7734.9285 - val_mean_absolute_error: 65.2613
Epoch 1452/5000
148/148 [==============================] - 0s 41us/step - loss: 3254.8313 - mean_absolute_error: 38.9136 - val_loss: 7733.4132 - val_mean_absolute_error: 65.2574
Epoch 1453/5000
148/148 [==============================] - 0s 27us/step - loss: 3252.6531 - mean_absolute_error: 38.8985 - val_loss: 7731.9049 - val_mean_absolute_error: 65.2533
Epoch 1454/5000
148/148 [==============================] - 0s 34us/step - loss: 3250.4558 - mean_absolute_error: 38.8837 - val_loss: 7730.3967 - val_mean_absolute_error: 65.2487
Epoch 1455/5000
148/148 [==============================] - 0s 34us/step - loss: 3248.2759 - mean_absolute_error: 38.8687 - val_loss: 7728.8679 - val_mean_absolute_error: 65.2446
Epoch 1456/5000
148/148 [==============================] - 0s 34us/step - loss: 3246.0820 - mean_absolute_error: 38.8538 - val_loss: 7727.4147 - val_mean_absolute_error: 65.2411
Epoch 1457/5000
148/148 [==============================] - 0s 34us/step - loss: 3243.8696 - mean_absolute_error: 38.8395 - val_loss: 7726.0805 - val_mean_absolute_error: 65.2390
Epoch 1458/5000
148/148 [==============================] - 0s 27us/step - loss: 3241.6785 - mean_absolute_error: 38.8258 - val_loss: 7724.7206 - val_mean_absolute_error: 65.2372
Epoch 1459/5000
148/148 [==============================] - 0s 34us/step - loss: 3239.5244 - mean_absolute_error: 38.8125 - val_loss: 7723.3730 - val_mean_absolute_error: 65.2347
Epoch 1460/5000
148/148 [==============================] - 0s 27us/step - loss: 3237.3584 - mean_absolute_error: 38.7984 - val_loss: 7721.9406 - val_mean_absolute_error: 65.2314
Epoch 1461/5000
148/148 [==============================] - 0s 34us/step - loss: 3235.1965 - mean_absolute_error: 38.7845 - val_loss: 7720.3251 - val_mean_absolute_error: 65.2269
Epoch 1462/5000
148/148 [==============================] - 0s 34us/step - loss: 3233.0347 - mean_absolute_error: 38.7707 - val_loss: 7718.5513 - val_mean_absolute_error: 65.2212
Epoch 1463/5000
148/148 [==============================] - 0s 34us/step - loss: 3230.8721 - mean_absolute_error: 38.7567 - val_loss: 7716.8220 - val_mean_absolute_error: 65.2161
Epoch 1464/5000
148/148 [==============================] - 0s 34us/step - loss: 3228.7156 - mean_absolute_error: 38.7432 - val_loss: 7715.1037 - val_mean_absolute_error: 65.2112
Epoch 1465/5000
148/148 [==============================] - 0s 27us/step - loss: 3226.5544 - mean_absolute_error: 38.7300 - val_loss: 7713.3674 - val_mean_absolute_error: 65.2062
Epoch 1466/5000
148/148 [==============================] - 0s 27us/step - loss: 3224.4087 - mean_absolute_error: 38.7167 - val_loss: 7711.6585 - val_mean_absolute_error: 65.2008
Epoch 1467/5000
148/148 [==============================] - 0s 34us/step - loss: 3222.2283 - mean_absolute_error: 38.7023 - val_loss: 7709.9793 - val_mean_absolute_error: 65.1952
Epoch 1468/5000
148/148 [==============================] - 0s 34us/step - loss: 3220.0503 - mean_absolute_error: 38.6872 - val_loss: 7708.3277 - val_mean_absolute_error: 65.1896
Epoch 1469/5000
148/148 [==============================] - 0s 27us/step - loss: 3217.9187 - mean_absolute_error: 38.6723 - val_loss: 7706.7532 - val_mean_absolute_error: 65.1852
Epoch 1470/5000
148/148 [==============================] - 0s 34us/step - loss: 3215.8049 - mean_absolute_error: 38.6586 - val_loss: 7705.1972 - val_mean_absolute_error: 65.1822
Epoch 1471/5000
148/148 [==============================] - 0s 27us/step - loss: 3213.6929 - mean_absolute_error: 38.6461 - val_loss: 7703.7264 - val_mean_absolute_error: 65.1794
Epoch 1472/5000
148/148 [==============================] - 0s 34us/step - loss: 3211.5847 - mean_absolute_error: 38.6335 - val_loss: 7702.2898 - val_mean_absolute_error: 65.1767
Epoch 1473/5000
148/148 [==============================] - 0s 34us/step - loss: 3209.4851 - mean_absolute_error: 38.6203 - val_loss: 7700.8882 - val_mean_absolute_error: 65.1738
Epoch 1474/5000
148/148 [==============================] - 0s 34us/step - loss: 3207.3347 - mean_absolute_error: 38.6057 - val_loss: 7699.4545 - val_mean_absolute_error: 65.1707
Epoch 1475/5000
148/148 [==============================] - 0s 34us/step - loss: 3205.3018 - mean_absolute_error: 38.5917 - val_loss: 7697.9175 - val_mean_absolute_error: 65.1675
Epoch 1476/5000
148/148 [==============================] - 0s 41us/step - loss: 3203.2112 - mean_absolute_error: 38.5784 - val_loss: 7696.3443 - val_mean_absolute_error: 65.1643
Epoch 1477/5000
148/148 [==============================] - 0s 34us/step - loss: 3201.0508 - mean_absolute_error: 38.5649 - val_loss: 7694.8111 - val_mean_absolute_error: 65.1618
Epoch 1478/5000
148/148 [==============================] - 0s 27us/step - loss: 3198.9524 - mean_absolute_error: 38.5524 - val_loss: 7693.3644 - val_mean_absolute_error: 65.1588
Epoch 1479/5000
148/148 [==============================] - 0s 34us/step - loss: 3196.8767 - mean_absolute_error: 38.5386 - val_loss: 7691.7910 - val_mean_absolute_error: 65.1542
Epoch 1480/5000
148/148 [==============================] - 0s 27us/step - loss: 3194.7488 - mean_absolute_error: 38.5234 - val_loss: 7690.1355 - val_mean_absolute_error: 65.1490
Epoch 1481/5000
148/148 [==============================] - 0s 47us/step - loss: 3192.6526 - mean_absolute_error: 38.5084 - val_loss: 7688.6408 - val_mean_absolute_error: 65.1450
Epoch 1482/5000
148/148 [==============================] - 0s 41us/step - loss: 3190.6101 - mean_absolute_error: 38.4943 - val_loss: 7687.1099 - val_mean_absolute_error: 65.1415
Epoch 1483/5000
148/148 [==============================] - 0s 34us/step - loss: 3188.5298 - mean_absolute_error: 38.4809 - val_loss: 7685.5617 - val_mean_absolute_error: 65.1383
Epoch 1484/5000
148/148 [==============================] - 0s 34us/step - loss: 3186.4368 - mean_absolute_error: 38.4679 - val_loss: 7683.9217 - val_mean_absolute_error: 65.1349
Epoch 1485/5000
148/148 [==============================] - 0s 54us/step - loss: 3184.4282 - mean_absolute_error: 38.4558 - val_loss: 7682.3976 - val_mean_absolute_error: 65.1318
Epoch 1486/5000
148/148 [==============================] - 0s 34us/step - loss: 3182.3596 - mean_absolute_error: 38.4424 - val_loss: 7681.0697 - val_mean_absolute_error: 65.1292
Epoch 1487/5000
148/148 [==============================] - 0s 34us/step - loss: 3180.2842 - mean_absolute_error: 38.4285 - val_loss: 7679.8487 - val_mean_absolute_error: 65.1267
Epoch 1488/5000
148/148 [==============================] - 0s 34us/step - loss: 3178.2363 - mean_absolute_error: 38.4147 - val_loss: 7678.5230 - val_mean_absolute_error: 65.1235
Epoch 1489/5000
148/148 [==============================] - 0s 34us/step - loss: 3176.1816 - mean_absolute_error: 38.4003 - val_loss: 7677.1940 - val_mean_absolute_error: 65.1207
Epoch 1490/5000
148/148 [==============================] - 0s 34us/step - loss: 3174.1333 - mean_absolute_error: 38.3865 - val_loss: 7675.8071 - val_mean_absolute_error: 65.1181
Epoch 1491/5000
148/148 [==============================] - 0s 34us/step - loss: 3172.0701 - mean_absolute_error: 38.3730 - val_loss: 7674.4374 - val_mean_absolute_error: 65.1158
Epoch 1492/5000
148/148 [==============================] - 0s 27us/step - loss: 3170.0308 - mean_absolute_error: 38.3602 - val_loss: 7673.0629 - val_mean_absolute_error: 65.1130
Epoch 1493/5000
148/148 [==============================] - 0s 54us/step - loss: 3167.9785 - mean_absolute_error: 38.3470 - val_loss: 7671.7432 - val_mean_absolute_error: 65.1103
Epoch 1494/5000
148/148 [==============================] - 0s 34us/step - loss: 3165.9434 - mean_absolute_error: 38.3333 - val_loss: 7670.4036 - val_mean_absolute_error: 65.1075
Epoch 1495/5000
148/148 [==============================] - 0s 27us/step - loss: 3163.9204 - mean_absolute_error: 38.3194 - val_loss: 7668.9110 - val_mean_absolute_error: 65.1037
Epoch 1496/5000
148/148 [==============================] - 0s 27us/step - loss: 3161.9009 - mean_absolute_error: 38.3057 - val_loss: 7667.4951 - val_mean_absolute_error: 65.1006
Epoch 1497/5000
148/148 [==============================] - 0s 27us/step - loss: 3159.8818 - mean_absolute_error: 38.2932 - val_loss: 7666.0964 - val_mean_absolute_error: 65.0972
Epoch 1498/5000
148/148 [==============================] - 0s 34us/step - loss: 3157.8428 - mean_absolute_error: 38.2807 - val_loss: 7664.7040 - val_mean_absolute_error: 65.0930
Epoch 1499/5000
148/148 [==============================] - 0s 34us/step - loss: 3155.6211 - mean_absolute_error: 38.2673 - val_loss: 7663.3750 - val_mean_absolute_error: 65.0883
Epoch 1500/5000
148/148 [==============================] - 0s 27us/step - loss: 3153.4336 - mean_absolute_error: 38.2532 - val_loss: 7662.1108 - val_mean_absolute_error: 65.0844
Epoch 1501/5000
148/148 [==============================] - 0s 34us/step - loss: 3151.2585 - mean_absolute_error: 38.2388 - val_loss: 7660.9364 - val_mean_absolute_error: 65.0815
Epoch 1502/5000
148/148 [==============================] - 0s 27us/step - loss: 3149.0164 - mean_absolute_error: 38.2247 - val_loss: 7659.7824 - val_mean_absolute_error: 65.0790
Epoch 1503/5000
148/148 [==============================] - 0s 27us/step - loss: 3146.7166 - mean_absolute_error: 38.2106 - val_loss: 7658.5877 - val_mean_absolute_error: 65.0762
Epoch 1504/5000
148/148 [==============================] - 0s 34us/step - loss: 3144.4165 - mean_absolute_error: 38.1968 - val_loss: 7657.4913 - val_mean_absolute_error: 65.0738
Epoch 1505/5000
148/148 [==============================] - 0s 27us/step - loss: 3142.1245 - mean_absolute_error: 38.1826 - val_loss: 7656.4364 - val_mean_absolute_error: 65.0717
Epoch 1506/5000
148/148 [==============================] - 0s 27us/step - loss: 3139.7852 - mean_absolute_error: 38.1675 - val_loss: 7655.3860 - val_mean_absolute_error: 65.0696
Epoch 1507/5000
148/148 [==============================] - 0s 34us/step - loss: 3137.4478 - mean_absolute_error: 38.1520 - val_loss: 7654.3460 - val_mean_absolute_error: 65.0677
Epoch 1508/5000
148/148 [==============================] - 0s 27us/step - loss: 3135.0823 - mean_absolute_error: 38.1364 - val_loss: 7653.2800 - val_mean_absolute_error: 65.0657
Epoch 1509/5000
148/148 [==============================] - 0s 34us/step - loss: 3132.7056 - mean_absolute_error: 38.1206 - val_loss: 7652.2972 - val_mean_absolute_error: 65.0646
Epoch 1510/5000
148/148 [==============================] - 0s 41us/step - loss: 3130.3499 - mean_absolute_error: 38.1058 - val_loss: 7651.2758 - val_mean_absolute_error: 65.0628
Epoch 1511/5000
148/148 [==============================] - 0s 27us/step - loss: 3127.9465 - mean_absolute_error: 38.0910 - val_loss: 7650.3260 - val_mean_absolute_error: 65.0612
Epoch 1512/5000
148/148 [==============================] - 0s 27us/step - loss: 3125.5684 - mean_absolute_error: 38.0760 - val_loss: 7649.4872 - val_mean_absolute_error: 65.0602
Epoch 1513/5000
148/148 [==============================] - 0s 34us/step - loss: 3123.2000 - mean_absolute_error: 38.0611 - val_loss: 7648.6843 - val_mean_absolute_error: 65.0597
Epoch 1514/5000
148/148 [==============================] - 0s 34us/step - loss: 3120.8154 - mean_absolute_error: 38.0465 - val_loss: 7647.8787 - val_mean_absolute_error: 65.0591
Epoch 1515/5000
148/148 [==============================] - 0s 34us/step - loss: 3118.4790 - mean_absolute_error: 38.0320 - val_loss: 7646.9735 - val_mean_absolute_error: 65.0581
Epoch 1516/5000
148/148 [==============================] - 0s 27us/step - loss: 3116.1716 - mean_absolute_error: 38.0171 - val_loss: 7646.0657 - val_mean_absolute_error: 65.0575
Epoch 1517/5000
148/148 [==============================] - 0s 34us/step - loss: 3113.8118 - mean_absolute_error: 38.0027 - val_loss: 7645.1403 - val_mean_absolute_error: 65.0568
Epoch 1518/5000
148/148 [==============================] - 0s 34us/step - loss: 3111.4634 - mean_absolute_error: 37.9888 - val_loss: 7644.2679 - val_mean_absolute_error: 65.0561
Epoch 1519/5000
148/148 [==============================] - 0s 27us/step - loss: 3109.1311 - mean_absolute_error: 37.9757 - val_loss: 7643.4435 - val_mean_absolute_error: 65.0551
Epoch 1520/5000
148/148 [==============================] - 0s 34us/step - loss: 3106.8601 - mean_absolute_error: 37.9630 - val_loss: 7642.6347 - val_mean_absolute_error: 65.0540
Epoch 1521/5000
148/148 [==============================] - 0s 34us/step - loss: 3104.5288 - mean_absolute_error: 37.9488 - val_loss: 7641.7579 - val_mean_absolute_error: 65.0519
Epoch 1522/5000
148/148 [==============================] - 0s 27us/step - loss: 3102.1914 - mean_absolute_error: 37.9332 - val_loss: 7640.8274 - val_mean_absolute_error: 65.0497
Epoch 1523/5000
148/148 [==============================] - 0s 34us/step - loss: 3099.8586 - mean_absolute_error: 37.9172 - val_loss: 7639.9001 - val_mean_absolute_error: 65.0481
Epoch 1524/5000
148/148 [==============================] - 0s 47us/step - loss: 3097.5750 - mean_absolute_error: 37.9023 - val_loss: 7638.9795 - val_mean_absolute_error: 65.0467
Epoch 1525/5000
148/148 [==============================] - 0s 27us/step - loss: 3095.2778 - mean_absolute_error: 37.8880 - val_loss: 7638.1200 - val_mean_absolute_error: 65.0454
Epoch 1526/5000
148/148 [==============================] - 0s 27us/step - loss: 3093.0007 - mean_absolute_error: 37.8735 - val_loss: 7637.4247 - val_mean_absolute_error: 65.0452
Epoch 1527/5000
148/148 [==============================] - 0s 34us/step - loss: 3090.6946 - mean_absolute_error: 37.8593 - val_loss: 7636.8125 - val_mean_absolute_error: 65.0458
Epoch 1528/5000
148/148 [==============================] - 0s 41us/step - loss: 3088.3992 - mean_absolute_error: 37.8456 - val_loss: 7636.1645 - val_mean_absolute_error: 65.0461
Epoch 1529/5000
148/148 [==============================] - 0s 27us/step - loss: 3086.1477 - mean_absolute_error: 37.8321 - val_loss: 7635.6105 - val_mean_absolute_error: 65.0462
Epoch 1530/5000
148/148 [==============================] - 0s 34us/step - loss: 3083.8652 - mean_absolute_error: 37.8176 - val_loss: 7634.9886 - val_mean_absolute_error: 65.0457
Epoch 1531/5000
148/148 [==============================] - 0s 27us/step - loss: 3081.5554 - mean_absolute_error: 37.8022 - val_loss: 7634.4315 - val_mean_absolute_error: 65.0454
Epoch 1532/5000
148/148 [==============================] - 0s 34us/step - loss: 3079.2585 - mean_absolute_error: 37.7867 - val_loss: 7633.8914 - val_mean_absolute_error: 65.0453
Epoch 1533/5000
148/148 [==============================] - 0s 34us/step - loss: 3076.9883 - mean_absolute_error: 37.7722 - val_loss: 7633.2336 - val_mean_absolute_error: 65.0450
Epoch 1534/5000
148/148 [==============================] - 0s 27us/step - loss: 3074.7119 - mean_absolute_error: 37.7581 - val_loss: 7632.4194 - val_mean_absolute_error: 65.0441
Epoch 1535/5000
148/148 [==============================] - 0s 34us/step - loss: 3072.4233 - mean_absolute_error: 37.7447 - val_loss: 7631.5174 - val_mean_absolute_error: 65.0430
Epoch 1536/5000
148/148 [==============================] - 0s 34us/step - loss: 3070.1501 - mean_absolute_error: 37.7319 - val_loss: 7630.6940 - val_mean_absolute_error: 65.0425
Epoch 1537/5000
148/148 [==============================] - 0s 34us/step - loss: 3067.9580 - mean_absolute_error: 37.7200 - val_loss: 7630.0416 - val_mean_absolute_error: 65.0424
Epoch 1538/5000
148/148 [==============================] - 0s 34us/step - loss: 3065.7302 - mean_absolute_error: 37.7070 - val_loss: 7629.4519 - val_mean_absolute_error: 65.0416
Epoch 1539/5000
148/148 [==============================] - 0s 34us/step - loss: 3063.4473 - mean_absolute_error: 37.6926 - val_loss: 7628.8735 - val_mean_absolute_error: 65.0403
Epoch 1540/5000
148/148 [==============================] - 0s 34us/step - loss: 3061.2378 - mean_absolute_error: 37.6780 - val_loss: 7628.0972 - val_mean_absolute_error: 65.0381
Epoch 1541/5000
148/148 [==============================] - 0s 27us/step - loss: 3059.0259 - mean_absolute_error: 37.6634 - val_loss: 7627.1978 - val_mean_absolute_error: 65.0356
Epoch 1542/5000
148/148 [==============================] - 0s 27us/step - loss: 3056.8401 - mean_absolute_error: 37.6494 - val_loss: 7626.3833 - val_mean_absolute_error: 65.0347
Epoch 1543/5000
148/148 [==============================] - 0s 27us/step - loss: 3054.5713 - mean_absolute_error: 37.6363 - val_loss: 7625.6153 - val_mean_absolute_error: 65.0348
Epoch 1544/5000
148/148 [==============================] - 0s 34us/step - loss: 3052.3367 - mean_absolute_error: 37.6241 - val_loss: 7624.8670 - val_mean_absolute_error: 65.0352
Epoch 1545/5000
148/148 [==============================] - 0s 41us/step - loss: 3050.1296 - mean_absolute_error: 37.6126 - val_loss: 7623.9746 - val_mean_absolute_error: 65.0344
Epoch 1546/5000
148/148 [==============================] - 0s 27us/step - loss: 3047.9456 - mean_absolute_error: 37.6006 - val_loss: 7623.0906 - val_mean_absolute_error: 65.0328
Epoch 1547/5000
148/148 [==============================] - 0s 34us/step - loss: 3045.7512 - mean_absolute_error: 37.5873 - val_loss: 7622.3515 - val_mean_absolute_error: 65.0312
Epoch 1548/5000
148/148 [==============================] - 0s 27us/step - loss: 3043.5388 - mean_absolute_error: 37.5731 - val_loss: 7621.5648 - val_mean_absolute_error: 65.0296
Epoch 1549/5000
148/148 [==============================] - 0s 27us/step - loss: 3041.3513 - mean_absolute_error: 37.5595 - val_loss: 7620.7607 - val_mean_absolute_error: 65.0280
Epoch 1550/5000
148/148 [==============================] - 0s 41us/step - loss: 3039.1401 - mean_absolute_error: 37.5465 - val_loss: 7619.9632 - val_mean_absolute_error: 65.0268
Epoch 1551/5000
148/148 [==============================] - 0s 27us/step - loss: 3036.9453 - mean_absolute_error: 37.5337 - val_loss: 7619.2653 - val_mean_absolute_error: 65.0259
Epoch 1552/5000
148/148 [==============================] - 0s 27us/step - loss: 3034.7446 - mean_absolute_error: 37.5198 - val_loss: 7618.5716 - val_mean_absolute_error: 65.0248
Epoch 1553/5000
148/148 [==============================] - 0s 27us/step - loss: 3032.5928 - mean_absolute_error: 37.5057 - val_loss: 7617.7390 - val_mean_absolute_error: 65.0226
Epoch 1554/5000
148/148 [==============================] - 0s 34us/step - loss: 3030.4927 - mean_absolute_error: 37.4928 - val_loss: 7616.7335 - val_mean_absolute_error: 65.0197
Epoch 1555/5000
148/148 [==============================] - 0s 41us/step - loss: 3028.3638 - mean_absolute_error: 37.4796 - val_loss: 7615.6457 - val_mean_absolute_error: 65.0165
Epoch 1556/5000
148/148 [==============================] - 0s 34us/step - loss: 3026.1960 - mean_absolute_error: 37.4664 - val_loss: 7614.5254 - val_mean_absolute_error: 65.0134
Epoch 1557/5000
148/148 [==============================] - 0s 34us/step - loss: 3024.0518 - mean_absolute_error: 37.4535 - val_loss: 7613.2280 - val_mean_absolute_error: 65.0094
Epoch 1558/5000
148/148 [==============================] - 0s 47us/step - loss: 3021.9087 - mean_absolute_error: 37.4405 - val_loss: 7611.7901 - val_mean_absolute_error: 65.0050
Epoch 1559/5000
148/148 [==============================] - 0s 34us/step - loss: 3019.7673 - mean_absolute_error: 37.4277 - val_loss: 7610.4462 - val_mean_absolute_error: 65.0007
Epoch 1560/5000
148/148 [==============================] - 0s 34us/step - loss: 3017.6177 - mean_absolute_error: 37.4133 - val_loss: 7609.2612 - val_mean_absolute_error: 64.9969
Epoch 1561/5000
148/148 [==============================] - 0s 34us/step - loss: 3015.4268 - mean_absolute_error: 37.3980 - val_loss: 7608.2603 - val_mean_absolute_error: 64.9942
Epoch 1562/5000
148/148 [==============================] - 0s 34us/step - loss: 3013.3162 - mean_absolute_error: 37.3831 - val_loss: 7607.2522 - val_mean_absolute_error: 64.9919
Epoch 1563/5000
148/148 [==============================] - 0s 34us/step - loss: 3011.1655 - mean_absolute_error: 37.3693 - val_loss: 7606.2045 - val_mean_absolute_error: 64.9896
Epoch 1564/5000
148/148 [==============================] - 0s 34us/step - loss: 3009.0242 - mean_absolute_error: 37.3561 - val_loss: 7605.1449 - val_mean_absolute_error: 64.9871
Epoch 1565/5000
148/148 [==============================] - 0s 34us/step - loss: 3006.9004 - mean_absolute_error: 37.3436 - val_loss: 7603.9222 - val_mean_absolute_error: 64.9835
Epoch 1566/5000
148/148 [==============================] - 0s 27us/step - loss: 3004.7566 - mean_absolute_error: 37.3302 - val_loss: 7602.5173 - val_mean_absolute_error: 64.9790
Epoch 1567/5000
148/148 [==============================] - 0s 27us/step - loss: 3002.5781 - mean_absolute_error: 37.3166 - val_loss: 7600.9844 - val_mean_absolute_error: 64.9736
Epoch 1568/5000
148/148 [==============================] - 0s 34us/step - loss: 3000.4968 - mean_absolute_error: 37.3036 - val_loss: 7599.4560 - val_mean_absolute_error: 64.9688
Epoch 1569/5000
148/148 [==============================] - 0s 27us/step - loss: 2998.3853 - mean_absolute_error: 37.2911 - val_loss: 7598.3115 - val_mean_absolute_error: 64.9657
Epoch 1570/5000
148/148 [==============================] - 0s 34us/step - loss: 2996.2546 - mean_absolute_error: 37.2779 - val_loss: 7597.4135 - val_mean_absolute_error: 64.9635
Epoch 1571/5000
148/148 [==============================] - 0s 34us/step - loss: 2994.1348 - mean_absolute_error: 37.2640 - val_loss: 7596.7008 - val_mean_absolute_error: 64.9620
Epoch 1572/5000
148/148 [==============================] - 0s 27us/step - loss: 2992.0176 - mean_absolute_error: 37.2495 - val_loss: 7595.7782 - val_mean_absolute_error: 64.9598
Epoch 1573/5000
148/148 [==============================] - 0s 27us/step - loss: 2989.8884 - mean_absolute_error: 37.2357 - val_loss: 7594.5761 - val_mean_absolute_error: 64.9562
Epoch 1574/5000
148/148 [==============================] - 0s 27us/step - loss: 2987.7229 - mean_absolute_error: 37.2225 - val_loss: 7593.2588 - val_mean_absolute_error: 64.9521
Epoch 1575/5000
148/148 [==============================] - 0s 34us/step - loss: 2985.5500 - mean_absolute_error: 37.2101 - val_loss: 7591.9121 - val_mean_absolute_error: 64.9477
Epoch 1576/5000
148/148 [==============================] - 0s 27us/step - loss: 2983.3728 - mean_absolute_error: 37.1980 - val_loss: 7590.3651 - val_mean_absolute_error: 64.9416
Epoch 1577/5000
148/148 [==============================] - 0s 34us/step - loss: 2981.2251 - mean_absolute_error: 37.1856 - val_loss: 7588.8321 - val_mean_absolute_error: 64.9348
Epoch 1578/5000
148/148 [==============================] - 0s 41us/step - loss: 2979.0383 - mean_absolute_error: 37.1717 - val_loss: 7587.2180 - val_mean_absolute_error: 64.9272
Epoch 1579/5000
148/148 [==============================] - 0s 34us/step - loss: 2976.8540 - mean_absolute_error: 37.1574 - val_loss: 7585.4474 - val_mean_absolute_error: 64.9190
Epoch 1580/5000
148/148 [==============================] - 0s 34us/step - loss: 2974.6729 - mean_absolute_error: 37.1427 - val_loss: 7583.6328 - val_mean_absolute_error: 64.9108
Epoch 1581/5000
148/148 [==============================] - 0s 27us/step - loss: 2972.5049 - mean_absolute_error: 37.1282 - val_loss: 7581.7436 - val_mean_absolute_error: 64.9020
Epoch 1582/5000
148/148 [==============================] - 0s 34us/step - loss: 2970.3320 - mean_absolute_error: 37.1143 - val_loss: 7580.1027 - val_mean_absolute_error: 64.8942
Epoch 1583/5000
148/148 [==============================] - 0s 47us/step - loss: 2968.1665 - mean_absolute_error: 37.1008 - val_loss: 7578.7597 - val_mean_absolute_error: 64.8880
Epoch 1584/5000
148/148 [==============================] - 0s 41us/step - loss: 2966.0022 - mean_absolute_error: 37.0869 - val_loss: 7577.3572 - val_mean_absolute_error: 64.8815
Epoch 1585/5000
148/148 [==============================] - 0s 27us/step - loss: 2963.8328 - mean_absolute_error: 37.0724 - val_loss: 7575.8691 - val_mean_absolute_error: 64.8747
Epoch 1586/5000
148/148 [==============================] - 0s 27us/step - loss: 2961.6716 - mean_absolute_error: 37.0585 - val_loss: 7574.1757 - val_mean_absolute_error: 64.8669
Epoch 1587/5000
148/148 [==============================] - 0s 34us/step - loss: 2959.4617 - mean_absolute_error: 37.0448 - val_loss: 7572.5113 - val_mean_absolute_error: 64.8591
Epoch 1588/5000
148/148 [==============================] - 0s 34us/step - loss: 2957.2676 - mean_absolute_error: 37.0312 - val_loss: 7570.8103 - val_mean_absolute_error: 64.8509
Epoch 1589/5000
148/148 [==============================] - 0s 41us/step - loss: 2955.0710 - mean_absolute_error: 37.0169 - val_loss: 7569.2396 - val_mean_absolute_error: 64.8434
Epoch 1590/5000
148/148 [==============================] - 0s 34us/step - loss: 2952.8894 - mean_absolute_error: 37.0022 - val_loss: 7567.8266 - val_mean_absolute_error: 64.8364
Epoch 1591/5000
148/148 [==============================] - 0s 41us/step - loss: 2950.7122 - mean_absolute_error: 36.9869 - val_loss: 7566.2507 - val_mean_absolute_error: 64.8288
Epoch 1592/5000
148/148 [==============================] - 0s 34us/step - loss: 2948.5288 - mean_absolute_error: 36.9724 - val_loss: 7564.6131 - val_mean_absolute_error: 64.8207
Epoch 1593/5000
148/148 [==============================] - 0s 34us/step - loss: 2946.2664 - mean_absolute_error: 36.9566 - val_loss: 7562.8693 - val_mean_absolute_error: 64.8116
Epoch 1594/5000
148/148 [==============================] - 0s 27us/step - loss: 2944.0154 - mean_absolute_error: 36.9402 - val_loss: 7561.0138 - val_mean_absolute_error: 64.8021
Epoch 1595/5000
148/148 [==============================] - 0s 27us/step - loss: 2941.7397 - mean_absolute_error: 36.9249 - val_loss: 7559.0431 - val_mean_absolute_error: 64.7920
Epoch 1596/5000
148/148 [==============================] - 0s 27us/step - loss: 2939.4658 - mean_absolute_error: 36.9102 - val_loss: 7557.3304 - val_mean_absolute_error: 64.7835
Epoch 1597/5000
148/148 [==============================] - 0s 34us/step - loss: 2937.2153 - mean_absolute_error: 36.8963 - val_loss: 7555.8507 - val_mean_absolute_error: 64.7762
Epoch 1598/5000
148/148 [==============================] - 0s 34us/step - loss: 2934.9441 - mean_absolute_error: 36.8816 - val_loss: 7554.5355 - val_mean_absolute_error: 64.7698
Epoch 1599/5000
148/148 [==============================] - 0s 34us/step - loss: 2932.6855 - mean_absolute_error: 36.8658 - val_loss: 7552.8959 - val_mean_absolute_error: 64.7627
Epoch 1600/5000
148/148 [==============================] - 0s 27us/step - loss: 2930.4099 - mean_absolute_error: 36.8498 - val_loss: 7551.0392 - val_mean_absolute_error: 64.7544
Epoch 1601/5000
148/148 [==============================] - 0s 27us/step - loss: 2928.1079 - mean_absolute_error: 36.8340 - val_loss: 7548.9825 - val_mean_absolute_error: 64.7450
Epoch 1602/5000
148/148 [==============================] - 0s 34us/step - loss: 2925.8406 - mean_absolute_error: 36.8188 - val_loss: 7546.7714 - val_mean_absolute_error: 64.7353
Epoch 1603/5000
148/148 [==============================] - 0s 34us/step - loss: 2923.5349 - mean_absolute_error: 36.8044 - val_loss: 7544.7826 - val_mean_absolute_error: 64.7264
Epoch 1604/5000
148/148 [==============================] - 0s 41us/step - loss: 2921.2844 - mean_absolute_error: 36.7897 - val_loss: 7543.0892 - val_mean_absolute_error: 64.7191
Epoch 1605/5000
148/148 [==============================] - 0s 34us/step - loss: 2918.9583 - mean_absolute_error: 36.7739 - val_loss: 7541.6670 - val_mean_absolute_error: 64.7133
Epoch 1606/5000
148/148 [==============================] - 0s 34us/step - loss: 2916.6462 - mean_absolute_error: 36.7584 - val_loss: 7540.1829 - val_mean_absolute_error: 64.7074
Epoch 1607/5000
148/148 [==============================] - 0s 34us/step - loss: 2914.3352 - mean_absolute_error: 36.7438 - val_loss: 7538.5373 - val_mean_absolute_error: 64.7007
Epoch 1608/5000
148/148 [==============================] - 0s 34us/step - loss: 2912.0059 - mean_absolute_error: 36.7302 - val_loss: 7536.7456 - val_mean_absolute_error: 64.6931
Epoch 1609/5000
148/148 [==============================] - 0s 41us/step - loss: 2909.7112 - mean_absolute_error: 36.7161 - val_loss: 7534.8929 - val_mean_absolute_error: 64.6856
Epoch 1610/5000
148/148 [==============================] - 0s 34us/step - loss: 2907.3313 - mean_absolute_error: 36.7010 - val_loss: 7532.9377 - val_mean_absolute_error: 64.6774
Epoch 1611/5000
148/148 [==============================] - 0s 34us/step - loss: 2904.9771 - mean_absolute_error: 36.6862 - val_loss: 7531.1250 - val_mean_absolute_error: 64.6696
Epoch 1612/5000
148/148 [==============================] - 0s 34us/step - loss: 2902.6543 - mean_absolute_error: 36.6712 - val_loss: 7529.5526 - val_mean_absolute_error: 64.6626
Epoch 1613/5000
148/148 [==============================] - 0s 27us/step - loss: 2900.3274 - mean_absolute_error: 36.6555 - val_loss: 7528.0737 - val_mean_absolute_error: 64.6560
Epoch 1614/5000
148/148 [==============================] - 0s 34us/step - loss: 2898.0088 - mean_absolute_error: 36.6403 - val_loss: 7526.6426 - val_mean_absolute_error: 64.6504
Epoch 1615/5000
148/148 [==============================] - 0s 41us/step - loss: 2895.6895 - mean_absolute_error: 36.6259 - val_loss: 7525.1545 - val_mean_absolute_error: 64.6445
Epoch 1616/5000
148/148 [==============================] - 0s 27us/step - loss: 2893.3394 - mean_absolute_error: 36.6108 - val_loss: 7523.5594 - val_mean_absolute_error: 64.6382
Epoch 1617/5000
148/148 [==============================] - 0s 34us/step - loss: 2890.9678 - mean_absolute_error: 36.5960 - val_loss: 7521.8962 - val_mean_absolute_error: 64.6318
Epoch 1618/5000
148/148 [==============================] - 0s 27us/step - loss: 2888.6023 - mean_absolute_error: 36.5820 - val_loss: 7520.1328 - val_mean_absolute_error: 64.6245
Epoch 1619/5000
148/148 [==============================] - 0s 27us/step - loss: 2886.2373 - mean_absolute_error: 36.5680 - val_loss: 7518.4953 - val_mean_absolute_error: 64.6177
Epoch 1620/5000
148/148 [==============================] - 0s 41us/step - loss: 2883.8848 - mean_absolute_error: 36.5530 - val_loss: 7516.9611 - val_mean_absolute_error: 64.6111
Epoch 1621/5000
148/148 [==============================] - 0s 34us/step - loss: 2881.4993 - mean_absolute_error: 36.5373 - val_loss: 7515.2377 - val_mean_absolute_error: 64.6036
Epoch 1622/5000
148/148 [==============================] - 0s 27us/step - loss: 2879.1680 - mean_absolute_error: 36.5218 - val_loss: 7513.7143 - val_mean_absolute_error: 64.5976
Epoch 1623/5000
148/148 [==============================] - 0s 27us/step - loss: 2876.8018 - mean_absolute_error: 36.5066 - val_loss: 7512.1803 - val_mean_absolute_error: 64.5918
Epoch 1624/5000
148/148 [==============================] - 0s 34us/step - loss: 2874.4543 - mean_absolute_error: 36.4922 - val_loss: 7510.4714 - val_mean_absolute_error: 64.5851
Epoch 1625/5000
148/148 [==============================] - 0s 27us/step - loss: 2872.1125 - mean_absolute_error: 36.4793 - val_loss: 7508.9803 - val_mean_absolute_error: 64.5791
Epoch 1626/5000
148/148 [==============================] - 0s 34us/step - loss: 2869.8477 - mean_absolute_error: 36.4664 - val_loss: 7507.4275 - val_mean_absolute_error: 64.5729
Epoch 1627/5000
148/148 [==============================] - 0s 34us/step - loss: 2867.5525 - mean_absolute_error: 36.4526 - val_loss: 7505.8848 - val_mean_absolute_error: 64.5670
Epoch 1628/5000
148/148 [==============================] - 0s 41us/step - loss: 2865.2742 - mean_absolute_error: 36.4386 - val_loss: 7504.6141 - val_mean_absolute_error: 64.5627
Epoch 1629/5000
148/148 [==============================] - 0s 34us/step - loss: 2862.9917 - mean_absolute_error: 36.4239 - val_loss: 7503.5276 - val_mean_absolute_error: 64.5597
Epoch 1630/5000
148/148 [==============================] - 0s 34us/step - loss: 2860.6887 - mean_absolute_error: 36.4099 - val_loss: 7502.4021 - val_mean_absolute_error: 64.5572
Epoch 1631/5000
148/148 [==============================] - 0s 41us/step - loss: 2858.3950 - mean_absolute_error: 36.3974 - val_loss: 7501.1312 - val_mean_absolute_error: 64.5540
Epoch 1632/5000
148/148 [==============================] - 0s 41us/step - loss: 2856.1189 - mean_absolute_error: 36.3843 - val_loss: 7499.7958 - val_mean_absolute_error: 64.5504
Epoch 1633/5000
148/148 [==============================] - 0s 34us/step - loss: 2853.8281 - mean_absolute_error: 36.3707 - val_loss: 7498.4604 - val_mean_absolute_error: 64.5468
Epoch 1634/5000
148/148 [==============================] - 0s 34us/step - loss: 2851.6152 - mean_absolute_error: 36.3572 - val_loss: 7497.2517 - val_mean_absolute_error: 64.5434
Epoch 1635/5000
148/148 [==============================] - 0s 41us/step - loss: 2849.3652 - mean_absolute_error: 36.3444 - val_loss: 7496.0985 - val_mean_absolute_error: 64.5394
Epoch 1636/5000
148/148 [==============================] - 0s 34us/step - loss: 2847.1326 - mean_absolute_error: 36.3320 - val_loss: 7494.8975 - val_mean_absolute_error: 64.5352
Epoch 1637/5000
148/148 [==============================] - 0s 27us/step - loss: 2844.9404 - mean_absolute_error: 36.3203 - val_loss: 7493.7162 - val_mean_absolute_error: 64.5311
Epoch 1638/5000
148/148 [==============================] - 0s 34us/step - loss: 2842.7222 - mean_absolute_error: 36.3077 - val_loss: 7492.3425 - val_mean_absolute_error: 64.5262
Epoch 1639/5000
148/148 [==============================] - 0s 41us/step - loss: 2840.4910 - mean_absolute_error: 36.2944 - val_loss: 7491.1149 - val_mean_absolute_error: 64.5216
Epoch 1640/5000
148/148 [==============================] - 0s 41us/step - loss: 2838.2085 - mean_absolute_error: 36.2798 - val_loss: 7489.9814 - val_mean_absolute_error: 64.5174
Epoch 1641/5000
148/148 [==============================] - 0s 27us/step - loss: 2835.9106 - mean_absolute_error: 36.2651 - val_loss: 7488.6774 - val_mean_absolute_error: 64.5121
Epoch 1642/5000
148/148 [==============================] - 0s 47us/step - loss: 2833.6028 - mean_absolute_error: 36.2510 - val_loss: 7487.5186 - val_mean_absolute_error: 64.5073
Epoch 1643/5000
148/148 [==============================] - 0s 34us/step - loss: 2831.3325 - mean_absolute_error: 36.2373 - val_loss: 7486.2107 - val_mean_absolute_error: 64.5017
Epoch 1644/5000
148/148 [==============================] - 0s 34us/step - loss: 2829.0452 - mean_absolute_error: 36.2238 - val_loss: 7484.8159 - val_mean_absolute_error: 64.4959
Epoch 1645/5000
148/148 [==============================] - 0s 34us/step - loss: 2826.7251 - mean_absolute_error: 36.2098 - val_loss: 7483.4022 - val_mean_absolute_error: 64.4899
Epoch 1646/5000
148/148 [==============================] - 0s 27us/step - loss: 2824.4368 - mean_absolute_error: 36.1959 - val_loss: 7482.2513 - val_mean_absolute_error: 64.4855
Epoch 1647/5000
148/148 [==============================] - 0s 34us/step - loss: 2822.1572 - mean_absolute_error: 36.1819 - val_loss: 7481.3048 - val_mean_absolute_error: 64.4820
Epoch 1648/5000
148/148 [==============================] - 0s 27us/step - loss: 2819.8352 - mean_absolute_error: 36.1668 - val_loss: 7480.1952 - val_mean_absolute_error: 64.4776
Epoch 1649/5000
148/148 [==============================] - 0s 34us/step - loss: 2817.5759 - mean_absolute_error: 36.1516 - val_loss: 7478.8881 - val_mean_absolute_error: 64.4722
Epoch 1650/5000
148/148 [==============================] - 0s 40us/step - loss: 2815.2585 - mean_absolute_error: 36.1369 - val_loss: 7477.6919 - val_mean_absolute_error: 64.4676
Epoch 1651/5000
148/148 [==============================] - 0s 34us/step - loss: 2812.9351 - mean_absolute_error: 36.1228 - val_loss: 7476.4373 - val_mean_absolute_error: 64.4629
Epoch 1652/5000
148/148 [==============================] - 0s 27us/step - loss: 2810.6350 - mean_absolute_error: 36.1086 - val_loss: 7475.0683 - val_mean_absolute_error: 64.4573
Epoch 1653/5000
148/148 [==============================] - 0s 41us/step - loss: 2808.4026 - mean_absolute_error: 36.0949 - val_loss: 7473.8875 - val_mean_absolute_error: 64.4525
Epoch 1654/5000
148/148 [==============================] - 0s 27us/step - loss: 2806.1106 - mean_absolute_error: 36.0798 - val_loss: 7472.8723 - val_mean_absolute_error: 64.4483
Epoch 1655/5000
148/148 [==============================] - 0s 34us/step - loss: 2803.8555 - mean_absolute_error: 36.0641 - val_loss: 7471.6244 - val_mean_absolute_error: 64.4427
Epoch 1656/5000
148/148 [==============================] - 0s 27us/step - loss: 2801.5637 - mean_absolute_error: 36.0493 - val_loss: 7470.2435 - val_mean_absolute_error: 64.4363
Epoch 1657/5000
148/148 [==============================] - 0s 27us/step - loss: 2799.2817 - mean_absolute_error: 36.0349 - val_loss: 7468.8653 - val_mean_absolute_error: 64.4303
Epoch 1658/5000
148/148 [==============================] - 0s 34us/step - loss: 2796.9814 - mean_absolute_error: 36.0200 - val_loss: 7467.5179 - val_mean_absolute_error: 64.4245
Epoch 1659/5000
148/148 [==============================] - 0s 41us/step - loss: 2794.6851 - mean_absolute_error: 36.0047 - val_loss: 7466.4457 - val_mean_absolute_error: 64.4202
Epoch 1660/5000
148/148 [==============================] - 0s 27us/step - loss: 2792.3977 - mean_absolute_error: 35.9885 - val_loss: 7465.4788 - val_mean_absolute_error: 64.4165
Epoch 1661/5000
148/148 [==============================] - 0s 27us/step - loss: 2790.0515 - mean_absolute_error: 35.9722 - val_loss: 7464.5631 - val_mean_absolute_error: 64.4129
Epoch 1662/5000
148/148 [==============================] - 0s 27us/step - loss: 2787.7476 - mean_absolute_error: 35.9565 - val_loss: 7463.6738 - val_mean_absolute_error: 64.4094
Epoch 1663/5000
148/148 [==============================] - 0s 34us/step - loss: 2785.5129 - mean_absolute_error: 35.9421 - val_loss: 7462.7230 - val_mean_absolute_error: 64.4059
Epoch 1664/5000
148/148 [==============================] - 0s 34us/step - loss: 2783.3083 - mean_absolute_error: 35.9288 - val_loss: 7461.6703 - val_mean_absolute_error: 64.4018
Epoch 1665/5000
148/148 [==============================] - 0s 41us/step - loss: 2781.0857 - mean_absolute_error: 35.9150 - val_loss: 7460.5158 - val_mean_absolute_error: 64.3973
Epoch 1666/5000
148/148 [==============================] - 0s 20us/step - loss: 2778.7891 - mean_absolute_error: 35.9001 - val_loss: 7459.3815 - val_mean_absolute_error: 64.3932
Epoch 1667/5000
148/148 [==============================] - 0s 41us/step - loss: 2776.5593 - mean_absolute_error: 35.8851 - val_loss: 7458.0436 - val_mean_absolute_error: 64.3883
Epoch 1668/5000
148/148 [==============================] - 0s 27us/step - loss: 2774.3289 - mean_absolute_error: 35.8712 - val_loss: 7456.7272 - val_mean_absolute_error: 64.3835
Epoch 1669/5000
148/148 [==============================] - 0s 34us/step - loss: 2772.0413 - mean_absolute_error: 35.8573 - val_loss: 7455.4070 - val_mean_absolute_error: 64.3781
Epoch 1670/5000
148/148 [==============================] - 0s 41us/step - loss: 2769.7788 - mean_absolute_error: 35.8433 - val_loss: 7454.2233 - val_mean_absolute_error: 64.3733
Epoch 1671/5000
148/148 [==============================] - 0s 34us/step - loss: 2767.5588 - mean_absolute_error: 35.8283 - val_loss: 7453.0885 - val_mean_absolute_error: 64.3689
Epoch 1672/5000
148/148 [==============================] - 0s 41us/step - loss: 2765.3301 - mean_absolute_error: 35.8127 - val_loss: 7452.0298 - val_mean_absolute_error: 64.3651
Epoch 1673/5000
148/148 [==============================] - 0s 34us/step - loss: 2763.0933 - mean_absolute_error: 35.7971 - val_loss: 7451.0084 - val_mean_absolute_error: 64.3617
Epoch 1674/5000
148/148 [==============================] - 0s 34us/step - loss: 2760.8501 - mean_absolute_error: 35.7824 - val_loss: 7449.8728 - val_mean_absolute_error: 64.3577
Epoch 1675/5000
148/148 [==============================] - 0s 41us/step - loss: 2758.5864 - mean_absolute_error: 35.7686 - val_loss: 7448.8613 - val_mean_absolute_error: 64.3543
Epoch 1676/5000
148/148 [==============================] - 0s 27us/step - loss: 2756.3855 - mean_absolute_error: 35.7543 - val_loss: 7447.9810 - val_mean_absolute_error: 64.3517
Epoch 1677/5000
148/148 [==============================] - 0s 27us/step - loss: 2754.1331 - mean_absolute_error: 35.7391 - val_loss: 7446.9693 - val_mean_absolute_error: 64.3479
Epoch 1678/5000
148/148 [==============================] - 0s 34us/step - loss: 2751.9368 - mean_absolute_error: 35.7233 - val_loss: 7445.9102 - val_mean_absolute_error: 64.3437
Epoch 1679/5000
148/148 [==============================] - 0s 27us/step - loss: 2749.6985 - mean_absolute_error: 35.7082 - val_loss: 7444.6831 - val_mean_absolute_error: 64.3385
Epoch 1680/5000
148/148 [==============================] - 0s 34us/step - loss: 2747.4746 - mean_absolute_error: 35.6940 - val_loss: 7443.5482 - val_mean_absolute_error: 64.3332
Epoch 1681/5000
148/148 [==============================] - 0s 95us/step - loss: 2745.2617 - mean_absolute_error: 35.6786 - val_loss: 7442.2623 - val_mean_absolute_error: 64.3271
Epoch 1682/5000
148/148 [==============================] - 0s 34us/step - loss: 2743.0334 - mean_absolute_error: 35.6629 - val_loss: 7441.1960 - val_mean_absolute_error: 64.3222
Epoch 1683/5000
148/148 [==============================] - 0s 34us/step - loss: 2740.8118 - mean_absolute_error: 35.6472 - val_loss: 7440.1322 - val_mean_absolute_error: 64.3178
Epoch 1684/5000
148/148 [==============================] - 0s 34us/step - loss: 2738.6177 - mean_absolute_error: 35.6326 - val_loss: 7438.9585 - val_mean_absolute_error: 64.3134
Epoch 1685/5000
148/148 [==============================] - 0s 34us/step - loss: 2736.3665 - mean_absolute_error: 35.6185 - val_loss: 7437.8379 - val_mean_absolute_error: 64.3093
Epoch 1686/5000
148/148 [==============================] - 0s 27us/step - loss: 2734.2029 - mean_absolute_error: 35.6050 - val_loss: 7436.8911 - val_mean_absolute_error: 64.3058
Epoch 1687/5000
148/148 [==============================] - 0s 41us/step - loss: 2732.0081 - mean_absolute_error: 35.5904 - val_loss: 7435.9050 - val_mean_absolute_error: 64.3018
Epoch 1688/5000
148/148 [==============================] - 0s 34us/step - loss: 2729.7915 - mean_absolute_error: 35.5754 - val_loss: 7434.6879 - val_mean_absolute_error: 64.2961
Epoch 1689/5000
148/148 [==============================] - 0s 34us/step - loss: 2727.6055 - mean_absolute_error: 35.5600 - val_loss: 7433.1926 - val_mean_absolute_error: 64.2891
Epoch 1690/5000
148/148 [==============================] - 0s 27us/step - loss: 2725.4885 - mean_absolute_error: 35.5459 - val_loss: 7431.8066 - val_mean_absolute_error: 64.2825
Epoch 1691/5000
148/148 [==============================] - 0s 34us/step - loss: 2723.3716 - mean_absolute_error: 35.5317 - val_loss: 7430.5911 - val_mean_absolute_error: 64.2762
Epoch 1692/5000
148/148 [==============================] - 0s 27us/step - loss: 2721.2656 - mean_absolute_error: 35.5165 - val_loss: 7429.3234 - val_mean_absolute_error: 64.2694
Epoch 1693/5000
148/148 [==============================] - 0s 27us/step - loss: 2719.1638 - mean_absolute_error: 35.5009 - val_loss: 7427.8412 - val_mean_absolute_error: 64.2615
Epoch 1694/5000
148/148 [==============================] - 0s 41us/step - loss: 2717.0623 - mean_absolute_error: 35.4865 - val_loss: 7426.3075 - val_mean_absolute_error: 64.2536
Epoch 1695/5000
148/148 [==============================] - 0s 27us/step - loss: 2714.9585 - mean_absolute_error: 35.4718 - val_loss: 7424.9308 - val_mean_absolute_error: 64.2461
Epoch 1696/5000
148/148 [==============================] - 0s 34us/step - loss: 2712.8875 - mean_absolute_error: 35.4561 - val_loss: 7423.6611 - val_mean_absolute_error: 64.2394
Epoch 1697/5000
148/148 [==============================] - 0s 34us/step - loss: 2710.7986 - mean_absolute_error: 35.4407 - val_loss: 7422.3089 - val_mean_absolute_error: 64.2328
Epoch 1698/5000
148/148 [==============================] - 0s 34us/step - loss: 2708.7729 - mean_absolute_error: 35.4269 - val_loss: 7420.8610 - val_mean_absolute_error: 64.2253
Epoch 1699/5000
148/148 [==============================] - 0s 27us/step - loss: 2706.6997 - mean_absolute_error: 35.4119 - val_loss: 7419.3745 - val_mean_absolute_error: 64.2175
Epoch 1700/5000
148/148 [==============================] - 0s 27us/step - loss: 2704.5288 - mean_absolute_error: 35.3955 - val_loss: 7417.9427 - val_mean_absolute_error: 64.2097
Epoch 1701/5000
148/148 [==============================] - 0s 41us/step - loss: 2702.5120 - mean_absolute_error: 35.3802 - val_loss: 7416.5977 - val_mean_absolute_error: 64.2028
Epoch 1702/5000
148/148 [==============================] - 0s 34us/step - loss: 2700.4802 - mean_absolute_error: 35.3655 - val_loss: 7415.2671 - val_mean_absolute_error: 64.1962
Epoch 1703/5000
148/148 [==============================] - 0s 34us/step - loss: 2698.3767 - mean_absolute_error: 35.3509 - val_loss: 7413.8891 - val_mean_absolute_error: 64.1890
Epoch 1704/5000
148/148 [==============================] - 0s 27us/step - loss: 2696.3208 - mean_absolute_error: 35.3364 - val_loss: 7412.3145 - val_mean_absolute_error: 64.1806
Epoch 1705/5000
148/148 [==============================] - 0s 34us/step - loss: 2694.2866 - mean_absolute_error: 35.3224 - val_loss: 7410.6836 - val_mean_absolute_error: 64.1717
Epoch 1706/5000
148/148 [==============================] - 0s 34us/step - loss: 2692.2222 - mean_absolute_error: 35.3074 - val_loss: 7408.9781 - val_mean_absolute_error: 64.1624
Epoch 1707/5000
148/148 [==============================] - 0s 34us/step - loss: 2690.1665 - mean_absolute_error: 35.2923 - val_loss: 7407.2379 - val_mean_absolute_error: 64.1526
Epoch 1708/5000
148/148 [==============================] - 0s 34us/step - loss: 2688.0891 - mean_absolute_error: 35.2766 - val_loss: 7405.6621 - val_mean_absolute_error: 64.1434
Epoch 1709/5000
148/148 [==============================] - 0s 34us/step - loss: 2686.0469 - mean_absolute_error: 35.2604 - val_loss: 7404.1335 - val_mean_absolute_error: 64.1345
Epoch 1710/5000
148/148 [==============================] - 0s 34us/step - loss: 2683.9900 - mean_absolute_error: 35.2438 - val_loss: 7402.5331 - val_mean_absolute_error: 64.1253
Epoch 1711/5000
148/148 [==============================] - 0s 34us/step - loss: 2681.9646 - mean_absolute_error: 35.2283 - val_loss: 7400.8843 - val_mean_absolute_error: 64.1158
Epoch 1712/5000
148/148 [==============================] - 0s 34us/step - loss: 2679.9700 - mean_absolute_error: 35.2133 - val_loss: 7399.1847 - val_mean_absolute_error: 64.1061
Epoch 1713/5000
148/148 [==============================] - 0s 41us/step - loss: 2677.9270 - mean_absolute_error: 35.1989 - val_loss: 7397.6206 - val_mean_absolute_error: 64.0973
Epoch 1714/5000
148/148 [==============================] - 0s 34us/step - loss: 2675.9290 - mean_absolute_error: 35.1845 - val_loss: 7396.0576 - val_mean_absolute_error: 64.0891
Epoch 1715/5000
148/148 [==============================] - 0s 27us/step - loss: 2673.9128 - mean_absolute_error: 35.1718 - val_loss: 7394.7124 - val_mean_absolute_error: 64.0823
Epoch 1716/5000
148/148 [==============================] - 0s 41us/step - loss: 2671.8816 - mean_absolute_error: 35.1594 - val_loss: 7393.6739 - val_mean_absolute_error: 64.0771
Epoch 1717/5000
148/148 [==============================] - 0s 34us/step - loss: 2669.9260 - mean_absolute_error: 35.1464 - val_loss: 7392.6189 - val_mean_absolute_error: 64.0713
Epoch 1718/5000
148/148 [==============================] - 0s 34us/step - loss: 2667.9155 - mean_absolute_error: 35.1320 - val_loss: 7391.3580 - val_mean_absolute_error: 64.0637
Epoch 1719/5000
148/148 [==============================] - 0s 34us/step - loss: 2665.8938 - mean_absolute_error: 35.1170 - val_loss: 7389.9341 - val_mean_absolute_error: 64.0551
Epoch 1720/5000
148/148 [==============================] - 0s 34us/step - loss: 2663.8821 - mean_absolute_error: 35.1016 - val_loss: 7388.5834 - val_mean_absolute_error: 64.0467
Epoch 1721/5000
148/148 [==============================] - 0s 34us/step - loss: 2661.9045 - mean_absolute_error: 35.0856 - val_loss: 7387.2935 - val_mean_absolute_error: 64.0391
Epoch 1722/5000
148/148 [==============================] - 0s 41us/step - loss: 2659.8894 - mean_absolute_error: 35.0700 - val_loss: 7385.8710 - val_mean_absolute_error: 64.0308
Epoch 1723/5000
148/148 [==============================] - 0s 27us/step - loss: 2657.8911 - mean_absolute_error: 35.0557 - val_loss: 7384.4559 - val_mean_absolute_error: 64.0230
Epoch 1724/5000
148/148 [==============================] - 0s 34us/step - loss: 2655.9211 - mean_absolute_error: 35.0429 - val_loss: 7383.1209 - val_mean_absolute_error: 64.0162
Epoch 1725/5000
148/148 [==============================] - 0s 34us/step - loss: 2653.9534 - mean_absolute_error: 35.0303 - val_loss: 7381.9052 - val_mean_absolute_error: 64.0099
Epoch 1726/5000
148/148 [==============================] - 0s 34us/step - loss: 2651.9846 - mean_absolute_error: 35.0167 - val_loss: 7380.7815 - val_mean_absolute_error: 64.0034
Epoch 1727/5000
148/148 [==============================] - 0s 34us/step - loss: 2649.9897 - mean_absolute_error: 35.0017 - val_loss: 7379.6273 - val_mean_absolute_error: 63.9966
Epoch 1728/5000
148/148 [==============================] - 0s 34us/step - loss: 2648.0020 - mean_absolute_error: 34.9869 - val_loss: 7378.3906 - val_mean_absolute_error: 63.9894
Epoch 1729/5000
148/148 [==============================] - 0s 34us/step - loss: 2646.0149 - mean_absolute_error: 34.9721 - val_loss: 7376.9476 - val_mean_absolute_error: 63.9813
Epoch 1730/5000
148/148 [==============================] - 0s 41us/step - loss: 2644.0491 - mean_absolute_error: 34.9591 - val_loss: 7375.6171 - val_mean_absolute_error: 63.9740
Epoch 1731/5000
148/148 [==============================] - 0s 34us/step - loss: 2642.0986 - mean_absolute_error: 34.9475 - val_loss: 7374.5849 - val_mean_absolute_error: 63.9677
Epoch 1732/5000
148/148 [==============================] - 0s 34us/step - loss: 2640.1580 - mean_absolute_error: 34.9338 - val_loss: 7373.6325 - val_mean_absolute_error: 63.9617
Epoch 1733/5000
148/148 [==============================] - 0s 34us/step - loss: 2638.1970 - mean_absolute_error: 34.9186 - val_loss: 7372.6146 - val_mean_absolute_error: 63.9559
Epoch 1734/5000
148/148 [==============================] - 0s 34us/step - loss: 2636.2651 - mean_absolute_error: 34.9046 - val_loss: 7371.3273 - val_mean_absolute_error: 63.9500
Epoch 1735/5000
148/148 [==============================] - 0s 34us/step - loss: 2634.2920 - mean_absolute_error: 34.8925 - val_loss: 7369.8930 - val_mean_absolute_error: 63.9433
Epoch 1736/5000
148/148 [==============================] - 0s 34us/step - loss: 2632.3560 - mean_absolute_error: 34.8822 - val_loss: 7368.6325 - val_mean_absolute_error: 63.9371
Epoch 1737/5000
148/148 [==============================] - 0s 34us/step - loss: 2630.4602 - mean_absolute_error: 34.8701 - val_loss: 7367.5645 - val_mean_absolute_error: 63.9312
Epoch 1738/5000
148/148 [==============================] - 0s 34us/step - loss: 2628.5149 - mean_absolute_error: 34.8552 - val_loss: 7366.7258 - val_mean_absolute_error: 63.9264
Epoch 1739/5000
148/148 [==============================] - 0s 34us/step - loss: 2626.5393 - mean_absolute_error: 34.8387 - val_loss: 7365.9515 - val_mean_absolute_error: 63.9223
Epoch 1740/5000
148/148 [==============================] - 0s 27us/step - loss: 2624.6240 - mean_absolute_error: 34.8238 - val_loss: 7365.1194 - val_mean_absolute_error: 63.9189
Epoch 1741/5000
148/148 [==============================] - 0s 27us/step - loss: 2622.6807 - mean_absolute_error: 34.8107 - val_loss: 7364.1981 - val_mean_absolute_error: 63.9151
Epoch 1742/5000
148/148 [==============================] - 0s 34us/step - loss: 2620.7439 - mean_absolute_error: 34.7988 - val_loss: 7363.2137 - val_mean_absolute_error: 63.9106
Epoch 1743/5000
148/148 [==============================] - 0s 27us/step - loss: 2618.7952 - mean_absolute_error: 34.7866 - val_loss: 7362.3179 - val_mean_absolute_error: 63.9063
Epoch 1744/5000
148/148 [==============================] - 0s 34us/step - loss: 2616.8542 - mean_absolute_error: 34.7738 - val_loss: 7361.3576 - val_mean_absolute_error: 63.9016
Epoch 1745/5000
148/148 [==============================] - 0s 34us/step - loss: 2614.9011 - mean_absolute_error: 34.7609 - val_loss: 7360.3694 - val_mean_absolute_error: 63.8972
Epoch 1746/5000
148/148 [==============================] - 0s 27us/step - loss: 2612.9814 - mean_absolute_error: 34.7487 - val_loss: 7359.5886 - val_mean_absolute_error: 63.8941
Epoch 1747/5000
148/148 [==============================] - 0s 27us/step - loss: 2611.0398 - mean_absolute_error: 34.7356 - val_loss: 7358.8966 - val_mean_absolute_error: 63.8911
Epoch 1748/5000
148/148 [==============================] - 0s 27us/step - loss: 2609.0884 - mean_absolute_error: 34.7209 - val_loss: 7358.3570 - val_mean_absolute_error: 63.8892
Epoch 1749/5000
148/148 [==============================] - 0s 34us/step - loss: 2607.1465 - mean_absolute_error: 34.7052 - val_loss: 7357.4101 - val_mean_absolute_error: 63.8850
Epoch 1750/5000
148/148 [==============================] - 0s 34us/step - loss: 2605.2539 - mean_absolute_error: 34.6915 - val_loss: 7356.0692 - val_mean_absolute_error: 63.8793
Epoch 1751/5000
148/148 [==============================] - 0s 27us/step - loss: 2603.3018 - mean_absolute_error: 34.6799 - val_loss: 7354.8008 - val_mean_absolute_error: 63.8739
Epoch 1752/5000
148/148 [==============================] - 0s 41us/step - loss: 2601.3840 - mean_absolute_error: 34.6683 - val_loss: 7353.6573 - val_mean_absolute_error: 63.8685
Epoch 1753/5000
148/148 [==============================] - 0s 27us/step - loss: 2599.4155 - mean_absolute_error: 34.6542 - val_loss: 7352.4158 - val_mean_absolute_error: 63.8622
Epoch 1754/5000
148/148 [==============================] - 0s 34us/step - loss: 2597.4788 - mean_absolute_error: 34.6390 - val_loss: 7350.9743 - val_mean_absolute_error: 63.8546
Epoch 1755/5000
148/148 [==============================] - 0s 34us/step - loss: 2595.5171 - mean_absolute_error: 34.6248 - val_loss: 7349.4193 - val_mean_absolute_error: 63.8466
Epoch 1756/5000
148/148 [==============================] - 0s 27us/step - loss: 2593.5759 - mean_absolute_error: 34.6121 - val_loss: 7347.9841 - val_mean_absolute_error: 63.8390
Epoch 1757/5000
148/148 [==============================] - 0s 34us/step - loss: 2591.6179 - mean_absolute_error: 34.5987 - val_loss: 7346.7300 - val_mean_absolute_error: 63.8319
Epoch 1758/5000
148/148 [==============================] - 0s 41us/step - loss: 2589.6494 - mean_absolute_error: 34.5837 - val_loss: 7345.2596 - val_mean_absolute_error: 63.8238
Epoch 1759/5000
148/148 [==============================] - 0s 27us/step - loss: 2587.7429 - mean_absolute_error: 34.5695 - val_loss: 7343.5108 - val_mean_absolute_error: 63.8148
Epoch 1760/5000
148/148 [==============================] - 0s 34us/step - loss: 2585.7598 - mean_absolute_error: 34.5562 - val_loss: 7341.7314 - val_mean_absolute_error: 63.8061
Epoch 1761/5000
148/148 [==============================] - 0s 34us/step - loss: 2583.8384 - mean_absolute_error: 34.5438 - val_loss: 7340.1813 - val_mean_absolute_error: 63.7987
Epoch 1762/5000
148/148 [==============================] - 0s 34us/step - loss: 2581.9104 - mean_absolute_error: 34.5310 - val_loss: 7338.9784 - val_mean_absolute_error: 63.7931
Epoch 1763/5000
148/148 [==============================] - 0s 34us/step - loss: 2579.9309 - mean_absolute_error: 34.5168 - val_loss: 7338.0198 - val_mean_absolute_error: 63.7891
Epoch 1764/5000
148/148 [==============================] - 0s 34us/step - loss: 2577.9741 - mean_absolute_error: 34.5020 - val_loss: 7336.8794 - val_mean_absolute_error: 63.7839
Epoch 1765/5000
148/148 [==============================] - 0s 27us/step - loss: 2576.0000 - mean_absolute_error: 34.4879 - val_loss: 7335.5156 - val_mean_absolute_error: 63.7771
Epoch 1766/5000
148/148 [==============================] - 0s 34us/step - loss: 2574.0693 - mean_absolute_error: 34.4755 - val_loss: 7333.9560 - val_mean_absolute_error: 63.7688
Epoch 1767/5000
148/148 [==============================] - 0s 41us/step - loss: 2572.1167 - mean_absolute_error: 34.4622 - val_loss: 7332.4808 - val_mean_absolute_error: 63.7610
Epoch 1768/5000
148/148 [==============================] - 0s 34us/step - loss: 2570.1819 - mean_absolute_error: 34.4471 - val_loss: 7330.8260 - val_mean_absolute_error: 63.7520
Epoch 1769/5000
148/148 [==============================] - 0s 34us/step - loss: 2568.2551 - mean_absolute_error: 34.4337 - val_loss: 7329.1425 - val_mean_absolute_error: 63.7424
Epoch 1770/5000
148/148 [==============================] - 0s 34us/step - loss: 2566.3306 - mean_absolute_error: 34.4206 - val_loss: 7327.3128 - val_mean_absolute_error: 63.7320
Epoch 1771/5000
148/148 [==============================] - 0s 34us/step - loss: 2564.4050 - mean_absolute_error: 34.4071 - val_loss: 7325.5488 - val_mean_absolute_error: 63.7217
Epoch 1772/5000
148/148 [==============================] - 0s 41us/step - loss: 2562.4822 - mean_absolute_error: 34.3924 - val_loss: 7323.9185 - val_mean_absolute_error: 63.7125
Epoch 1773/5000
148/148 [==============================] - 0s 27us/step - loss: 2560.5647 - mean_absolute_error: 34.3783 - val_loss: 7322.1434 - val_mean_absolute_error: 63.7030
Epoch 1774/5000
148/148 [==============================] - 0s 27us/step - loss: 2558.6233 - mean_absolute_error: 34.3657 - val_loss: 7320.1286 - val_mean_absolute_error: 63.6919
Epoch 1775/5000
148/148 [==============================] - 0s 27us/step - loss: 2556.6914 - mean_absolute_error: 34.3543 - val_loss: 7318.0875 - val_mean_absolute_error: 63.6800
Epoch 1776/5000
148/148 [==============================] - 0s 41us/step - loss: 2554.7979 - mean_absolute_error: 34.3428 - val_loss: 7316.4199 - val_mean_absolute_error: 63.6702
Epoch 1777/5000
148/148 [==============================] - 0s 34us/step - loss: 2552.8828 - mean_absolute_error: 34.3300 - val_loss: 7314.8918 - val_mean_absolute_error: 63.6611
Epoch 1778/5000
148/148 [==============================] - 0s 34us/step - loss: 2550.9539 - mean_absolute_error: 34.3161 - val_loss: 7313.4564 - val_mean_absolute_error: 63.6523
Epoch 1779/5000
148/148 [==============================] - 0s 34us/step - loss: 2549.0110 - mean_absolute_error: 34.3005 - val_loss: 7311.9477 - val_mean_absolute_error: 63.6429
Epoch 1780/5000
148/148 [==============================] - 0s 27us/step - loss: 2547.1008 - mean_absolute_error: 34.2855 - val_loss: 7310.1192 - val_mean_absolute_error: 63.6322
Epoch 1781/5000
148/148 [==============================] - 0s 41us/step - loss: 2545.1519 - mean_absolute_error: 34.2728 - val_loss: 7308.0504 - val_mean_absolute_error: 63.6200
Epoch 1782/5000
148/148 [==============================] - 0s 34us/step - loss: 2543.2202 - mean_absolute_error: 34.2619 - val_loss: 7306.2951 - val_mean_absolute_error: 63.6091
Epoch 1783/5000
148/148 [==============================] - 0s 34us/step - loss: 2541.2825 - mean_absolute_error: 34.2488 - val_loss: 7304.8110 - val_mean_absolute_error: 63.5989
Epoch 1784/5000
148/148 [==============================] - 0s 34us/step - loss: 2539.3376 - mean_absolute_error: 34.2337 - val_loss: 7303.2508 - val_mean_absolute_error: 63.5882
Epoch 1785/5000
148/148 [==============================] - 0s 27us/step - loss: 2537.4197 - mean_absolute_error: 34.2196 - val_loss: 7301.5033 - val_mean_absolute_error: 63.5767
Epoch 1786/5000
148/148 [==============================] - 0s 27us/step - loss: 2535.4507 - mean_absolute_error: 34.2071 - val_loss: 7299.4214 - val_mean_absolute_error: 63.5636
Epoch 1787/5000
148/148 [==============================] - 0s 27us/step - loss: 2533.5051 - mean_absolute_error: 34.1964 - val_loss: 7297.3264 - val_mean_absolute_error: 63.5502
Epoch 1788/5000
148/148 [==============================] - 0s 34us/step - loss: 2531.5298 - mean_absolute_error: 34.1840 - val_loss: 7295.5394 - val_mean_absolute_error: 63.5388
Epoch 1789/5000
148/148 [==============================] - 0s 27us/step - loss: 2529.5354 - mean_absolute_error: 34.1702 - val_loss: 7293.8567 - val_mean_absolute_error: 63.5278
Epoch 1790/5000
148/148 [==============================] - 0s 27us/step - loss: 2527.5425 - mean_absolute_error: 34.1556 - val_loss: 7291.9870 - val_mean_absolute_error: 63.5157
Epoch 1791/5000
148/148 [==============================] - 0s 34us/step - loss: 2525.5710 - mean_absolute_error: 34.1428 - val_loss: 7289.8762 - val_mean_absolute_error: 63.5024
Epoch 1792/5000
148/148 [==============================] - 0s 34us/step - loss: 2523.5789 - mean_absolute_error: 34.1324 - val_loss: 7287.9768 - val_mean_absolute_error: 63.4905
Epoch 1793/5000
148/148 [==============================] - 0s 27us/step - loss: 2521.6187 - mean_absolute_error: 34.1219 - val_loss: 7286.3274 - val_mean_absolute_error: 63.4800
Epoch 1794/5000
148/148 [==============================] - 0s 34us/step - loss: 2519.6348 - mean_absolute_error: 34.1095 - val_loss: 7285.0947 - val_mean_absolute_error: 63.4721
Epoch 1795/5000
148/148 [==============================] - 0s 34us/step - loss: 2517.6536 - mean_absolute_error: 34.0952 - val_loss: 7283.8181 - val_mean_absolute_error: 63.4646
Epoch 1796/5000
148/148 [==============================] - 0s 34us/step - loss: 2515.6777 - mean_absolute_error: 34.0831 - val_loss: 7282.2681 - val_mean_absolute_error: 63.4554
Epoch 1797/5000
148/148 [==============================] - 0s 27us/step - loss: 2513.7207 - mean_absolute_error: 34.0733 - val_loss: 7280.8016 - val_mean_absolute_error: 63.4461
Epoch 1798/5000
148/148 [==============================] - 0s 34us/step - loss: 2511.7439 - mean_absolute_error: 34.0615 - val_loss: 7279.2831 - val_mean_absolute_error: 63.4359
Epoch 1799/5000
148/148 [==============================] - 0s 27us/step - loss: 2509.7229 - mean_absolute_error: 34.0476 - val_loss: 7277.6973 - val_mean_absolute_error: 63.4256
Epoch 1800/5000
148/148 [==============================] - 0s 27us/step - loss: 2507.7458 - mean_absolute_error: 34.0337 - val_loss: 7276.1088 - val_mean_absolute_error: 63.4157
Epoch 1801/5000
148/148 [==============================] - 0s 34us/step - loss: 2505.7666 - mean_absolute_error: 34.0215 - val_loss: 7274.5159 - val_mean_absolute_error: 63.4057
Epoch 1802/5000
148/148 [==============================] - 0s 27us/step - loss: 2503.7751 - mean_absolute_error: 34.0100 - val_loss: 7272.8932 - val_mean_absolute_error: 63.3950
Epoch 1803/5000
148/148 [==============================] - 0s 34us/step - loss: 2501.8040 - mean_absolute_error: 33.9987 - val_loss: 7271.3950 - val_mean_absolute_error: 63.3847
Epoch 1804/5000
148/148 [==============================] - 0s 34us/step - loss: 2499.8386 - mean_absolute_error: 33.9877 - val_loss: 7269.9759 - val_mean_absolute_error: 63.3751
Epoch 1805/5000
148/148 [==============================] - 0s 34us/step - loss: 2497.8787 - mean_absolute_error: 33.9772 - val_loss: 7268.6260 - val_mean_absolute_error: 63.3657
Epoch 1806/5000
148/148 [==============================] - 0s 34us/step - loss: 2495.9336 - mean_absolute_error: 33.9657 - val_loss: 7267.3925 - val_mean_absolute_error: 63.3574
Epoch 1807/5000
148/148 [==============================] - 0s 27us/step - loss: 2493.9626 - mean_absolute_error: 33.9541 - val_loss: 7266.0176 - val_mean_absolute_error: 63.3484
Epoch 1808/5000
148/148 [==============================] - 0s 41us/step - loss: 2492.0264 - mean_absolute_error: 33.9433 - val_loss: 7264.4832 - val_mean_absolute_error: 63.3382
Epoch 1809/5000
148/148 [==============================] - 0s 34us/step - loss: 2490.0789 - mean_absolute_error: 33.9343 - val_loss: 7262.9661 - val_mean_absolute_error: 63.3278
Epoch 1810/5000
148/148 [==============================] - 0s 27us/step - loss: 2488.2214 - mean_absolute_error: 33.9253 - val_loss: 7261.9004 - val_mean_absolute_error: 63.3201
Epoch 1811/5000
148/148 [==============================] - 0s 34us/step - loss: 2486.2500 - mean_absolute_error: 33.9109 - val_loss: 7261.1263 - val_mean_absolute_error: 63.3137
Epoch 1812/5000
148/148 [==============================] - 0s 34us/step - loss: 2484.3738 - mean_absolute_error: 33.8949 - val_loss: 7260.2132 - val_mean_absolute_error: 63.3067
Epoch 1813/5000
148/148 [==============================] - 0s 47us/step - loss: 2482.4956 - mean_absolute_error: 33.8809 - val_loss: 7259.1163 - val_mean_absolute_error: 63.2990
Epoch 1814/5000
148/148 [==============================] - 0s 41us/step - loss: 2480.5681 - mean_absolute_error: 33.8687 - val_loss: 7257.8407 - val_mean_absolute_error: 63.2906
Epoch 1815/5000
148/148 [==============================] - 0s 47us/step - loss: 2478.6321 - mean_absolute_error: 33.8591 - val_loss: 7256.6032 - val_mean_absolute_error: 63.2823
Epoch 1816/5000
148/148 [==============================] - 0s 27us/step - loss: 2476.7058 - mean_absolute_error: 33.8497 - val_loss: 7255.2847 - val_mean_absolute_error: 63.2734
Epoch 1817/5000
148/148 [==============================] - 0s 34us/step - loss: 2474.7988 - mean_absolute_error: 33.8403 - val_loss: 7254.1021 - val_mean_absolute_error: 63.2648
Epoch 1818/5000
148/148 [==============================] - 0s 34us/step - loss: 2472.8804 - mean_absolute_error: 33.8287 - val_loss: 7253.0082 - val_mean_absolute_error: 63.2561
Epoch 1819/5000
148/148 [==============================] - 0s 34us/step - loss: 2470.9609 - mean_absolute_error: 33.8155 - val_loss: 7251.8052 - val_mean_absolute_error: 63.2467
Epoch 1820/5000
148/148 [==============================] - 0s 34us/step - loss: 2469.0571 - mean_absolute_error: 33.8019 - val_loss: 7250.3589 - val_mean_absolute_error: 63.2358
Epoch 1821/5000
148/148 [==============================] - 0s 34us/step - loss: 2467.1074 - mean_absolute_error: 33.7895 - val_loss: 7248.8650 - val_mean_absolute_error: 63.2245
Epoch 1822/5000
148/148 [==============================] - 0s 34us/step - loss: 2465.1653 - mean_absolute_error: 33.7774 - val_loss: 7247.3438 - val_mean_absolute_error: 63.2133
Epoch 1823/5000
148/148 [==============================] - 0s 34us/step - loss: 2463.2334 - mean_absolute_error: 33.7672 - val_loss: 7245.9123 - val_mean_absolute_error: 63.2024
Epoch 1824/5000
148/148 [==============================] - 0s 34us/step - loss: 2461.3352 - mean_absolute_error: 33.7554 - val_loss: 7244.4841 - val_mean_absolute_error: 63.1914
Epoch 1825/5000
148/148 [==============================] - 0s 34us/step - loss: 2459.4146 - mean_absolute_error: 33.7448 - val_loss: 7243.1802 - val_mean_absolute_error: 63.1813
Epoch 1826/5000
148/148 [==============================] - 0s 34us/step - loss: 2457.4714 - mean_absolute_error: 33.7352 - val_loss: 7241.9772 - val_mean_absolute_error: 63.1718
Epoch 1827/5000
148/148 [==============================] - 0s 41us/step - loss: 2455.5386 - mean_absolute_error: 33.7254 - val_loss: 7240.7383 - val_mean_absolute_error: 63.1623
Epoch 1828/5000
148/148 [==============================] - 0s 34us/step - loss: 2453.6128 - mean_absolute_error: 33.7172 - val_loss: 7239.5042 - val_mean_absolute_error: 63.1528
Epoch 1829/5000
148/148 [==============================] - 0s 34us/step - loss: 2451.6614 - mean_absolute_error: 33.7072 - val_loss: 7238.3585 - val_mean_absolute_error: 63.1436
Epoch 1830/5000
148/148 [==============================] - 0s 27us/step - loss: 2449.7471 - mean_absolute_error: 33.6968 - val_loss: 7237.2883 - val_mean_absolute_error: 63.1348
Epoch 1831/5000
148/148 [==============================] - 0s 27us/step - loss: 2447.8064 - mean_absolute_error: 33.6870 - val_loss: 7236.2387 - val_mean_absolute_error: 63.1260
Epoch 1832/5000
148/148 [==============================] - 0s 34us/step - loss: 2445.8667 - mean_absolute_error: 33.6778 - val_loss: 7235.2572 - val_mean_absolute_error: 63.1173
Epoch 1833/5000
148/148 [==============================] - 0s 27us/step - loss: 2443.9319 - mean_absolute_error: 33.6655 - val_loss: 7234.1914 - val_mean_absolute_error: 63.1078
Epoch 1834/5000
148/148 [==============================] - 0s 41us/step - loss: 2442.0193 - mean_absolute_error: 33.6515 - val_loss: 7232.9896 - val_mean_absolute_error: 63.0979
Epoch 1835/5000
148/148 [==============================] - 0s 41us/step - loss: 2440.0710 - mean_absolute_error: 33.6393 - val_loss: 7231.6565 - val_mean_absolute_error: 63.0874
Epoch 1836/5000
148/148 [==============================] - 0s 27us/step - loss: 2438.1091 - mean_absolute_error: 33.6293 - val_loss: 7230.1831 - val_mean_absolute_error: 63.0760
Epoch 1837/5000
148/148 [==============================] - 0s 41us/step - loss: 2436.1750 - mean_absolute_error: 33.6215 - val_loss: 7228.8431 - val_mean_absolute_error: 63.0648
Epoch 1838/5000
148/148 [==============================] - 0s 34us/step - loss: 2434.2268 - mean_absolute_error: 33.6102 - val_loss: 7227.5160 - val_mean_absolute_error: 63.0533
Epoch 1839/5000
148/148 [==============================] - 0s 34us/step - loss: 2432.2871 - mean_absolute_error: 33.5984 - val_loss: 7226.3200 - val_mean_absolute_error: 63.0423
Epoch 1840/5000
148/148 [==============================] - 0s 34us/step - loss: 2430.3499 - mean_absolute_error: 33.5868 - val_loss: 7225.2994 - val_mean_absolute_error: 63.0326
Epoch 1841/5000
148/148 [==============================] - 0s 41us/step - loss: 2428.3945 - mean_absolute_error: 33.5758 - val_loss: 7224.2270 - val_mean_absolute_error: 63.0225
Epoch 1842/5000
148/148 [==============================] - 0s 34us/step - loss: 2426.4170 - mean_absolute_error: 33.5659 - val_loss: 7223.0695 - val_mean_absolute_error: 63.0121
Epoch 1843/5000
148/148 [==============================] - 0s 34us/step - loss: 2424.5310 - mean_absolute_error: 33.5579 - val_loss: 7221.9553 - val_mean_absolute_error: 63.0019
Epoch 1844/5000
148/148 [==============================] - 0s 27us/step - loss: 2422.6360 - mean_absolute_error: 33.5487 - val_loss: 7220.9555 - val_mean_absolute_error: 62.9927
Epoch 1845/5000
148/148 [==============================] - 0s 41us/step - loss: 2420.7007 - mean_absolute_error: 33.5378 - val_loss: 7219.8110 - val_mean_absolute_error: 62.9825
Epoch 1846/5000
148/148 [==============================] - 0s 34us/step - loss: 2418.7163 - mean_absolute_error: 33.5254 - val_loss: 7218.5468 - val_mean_absolute_error: 62.9714
Epoch 1847/5000
148/148 [==============================] - 0s 34us/step - loss: 2416.8008 - mean_absolute_error: 33.5135 - val_loss: 7217.3452 - val_mean_absolute_error: 62.9609
Epoch 1848/5000
148/148 [==============================] - 0s 27us/step - loss: 2414.8455 - mean_absolute_error: 33.5024 - val_loss: 7216.1167 - val_mean_absolute_error: 62.9501
Epoch 1849/5000
148/148 [==============================] - 0s 34us/step - loss: 2412.8865 - mean_absolute_error: 33.4927 - val_loss: 7215.1598 - val_mean_absolute_error: 62.9411
Epoch 1850/5000
148/148 [==============================] - 0s 34us/step - loss: 2410.9473 - mean_absolute_error: 33.4810 - val_loss: 7214.2146 - val_mean_absolute_error: 62.9315
Epoch 1851/5000
148/148 [==============================] - 0s 34us/step - loss: 2408.9993 - mean_absolute_error: 33.4683 - val_loss: 7213.3159 - val_mean_absolute_error: 62.9222
Epoch 1852/5000
148/148 [==============================] - 0s 27us/step - loss: 2407.0610 - mean_absolute_error: 33.4549 - val_loss: 7212.5170 - val_mean_absolute_error: 62.9135
Epoch 1853/5000
148/148 [==============================] - 0s 41us/step - loss: 2405.1340 - mean_absolute_error: 33.4425 - val_loss: 7211.5459 - val_mean_absolute_error: 62.9040
Epoch 1854/5000
148/148 [==============================] - 0s 27us/step - loss: 2403.1787 - mean_absolute_error: 33.4326 - val_loss: 7210.3584 - val_mean_absolute_error: 62.8929
Epoch 1855/5000
148/148 [==============================] - 0s 34us/step - loss: 2401.2207 - mean_absolute_error: 33.4240 - val_loss: 7209.3836 - val_mean_absolute_error: 62.8830
Epoch 1856/5000
148/148 [==============================] - 0s 34us/step - loss: 2399.2563 - mean_absolute_error: 33.4132 - val_loss: 7208.4384 - val_mean_absolute_error: 62.8732
Epoch 1857/5000
148/148 [==============================] - 0s 41us/step - loss: 2397.2935 - mean_absolute_error: 33.4010 - val_loss: 7207.5632 - val_mean_absolute_error: 62.8635
Epoch 1858/5000
148/148 [==============================] - 0s 34us/step - loss: 2395.3289 - mean_absolute_error: 33.3884 - val_loss: 7206.6712 - val_mean_absolute_error: 62.8535
Epoch 1859/5000
148/148 [==============================] - 0s 34us/step - loss: 2393.3872 - mean_absolute_error: 33.3761 - val_loss: 7205.6404 - val_mean_absolute_error: 62.8426
Epoch 1860/5000
148/148 [==============================] - 0s 34us/step - loss: 2391.4580 - mean_absolute_error: 33.3648 - val_loss: 7204.6932 - val_mean_absolute_error: 62.8328
Epoch 1861/5000
148/148 [==============================] - 0s 34us/step - loss: 2389.4648 - mean_absolute_error: 33.3519 - val_loss: 7203.5578 - val_mean_absolute_error: 62.8218
Epoch 1862/5000
148/148 [==============================] - 0s 27us/step - loss: 2387.4883 - mean_absolute_error: 33.3405 - val_loss: 7202.5452 - val_mean_absolute_error: 62.8112
Epoch 1863/5000
148/148 [==============================] - 0s 27us/step - loss: 2385.5413 - mean_absolute_error: 33.3276 - val_loss: 7201.5624 - val_mean_absolute_error: 62.8009
Epoch 1864/5000
148/148 [==============================] - 0s 34us/step - loss: 2383.5859 - mean_absolute_error: 33.3156 - val_loss: 7200.6504 - val_mean_absolute_error: 62.7907
Epoch 1865/5000
148/148 [==============================] - 0s 27us/step - loss: 2381.6304 - mean_absolute_error: 33.3037 - val_loss: 7199.8505 - val_mean_absolute_error: 62.7808
Epoch 1866/5000
148/148 [==============================] - 0s 34us/step - loss: 2379.6558 - mean_absolute_error: 33.2898 - val_loss: 7199.0975 - val_mean_absolute_error: 62.7710
Epoch 1867/5000
148/148 [==============================] - 0s 34us/step - loss: 2377.6973 - mean_absolute_error: 33.2743 - val_loss: 7198.0683 - val_mean_absolute_error: 62.7600
Epoch 1868/5000
148/148 [==============================] - 0s 41us/step - loss: 2375.7510 - mean_absolute_error: 33.2603 - val_loss: 7196.7169 - val_mean_absolute_error: 62.7475
Epoch 1869/5000
148/148 [==============================] - 0s 27us/step - loss: 2373.7888 - mean_absolute_error: 33.2492 - val_loss: 7195.5359 - val_mean_absolute_error: 62.7361
Epoch 1870/5000
148/148 [==============================] - 0s 34us/step - loss: 2371.8379 - mean_absolute_error: 33.2381 - val_loss: 7194.7837 - val_mean_absolute_error: 62.7273
Epoch 1871/5000
148/148 [==============================] - 0s 27us/step - loss: 2369.8596 - mean_absolute_error: 33.2241 - val_loss: 7194.1573 - val_mean_absolute_error: 62.7198
Epoch 1872/5000
148/148 [==============================] - 0s 27us/step - loss: 2367.9199 - mean_absolute_error: 33.2106 - val_loss: 7193.5167 - val_mean_absolute_error: 62.7124
Epoch 1873/5000
148/148 [==============================] - 0s 34us/step - loss: 2365.9426 - mean_absolute_error: 33.1974 - val_loss: 7192.7657 - val_mean_absolute_error: 62.7045
Epoch 1874/5000
148/148 [==============================] - 0s 41us/step - loss: 2363.9309 - mean_absolute_error: 33.1851 - val_loss: 7191.9281 - val_mean_absolute_error: 62.6960
Epoch 1875/5000
148/148 [==============================] - 0s 27us/step - loss: 2361.9077 - mean_absolute_error: 33.1715 - val_loss: 7191.0943 - val_mean_absolute_error: 62.6870
Epoch 1876/5000
148/148 [==============================] - 0s 41us/step - loss: 2359.8750 - mean_absolute_error: 33.1576 - val_loss: 7190.3331 - val_mean_absolute_error: 62.6784
Epoch 1877/5000
148/148 [==============================] - 0s 34us/step - loss: 2357.8931 - mean_absolute_error: 33.1444 - val_loss: 7189.8822 - val_mean_absolute_error: 62.6712
Epoch 1878/5000
148/148 [==============================] - 0s 34us/step - loss: 2355.8816 - mean_absolute_error: 33.1280 - val_loss: 7189.5631 - val_mean_absolute_error: 62.6648
Epoch 1879/5000
148/148 [==============================] - 0s 27us/step - loss: 2353.8657 - mean_absolute_error: 33.1125 - val_loss: 7189.1067 - val_mean_absolute_error: 62.6572
Epoch 1880/5000
148/148 [==============================] - 0s 27us/step - loss: 2351.8530 - mean_absolute_error: 33.0986 - val_loss: 7188.5123 - val_mean_absolute_error: 62.6494
Epoch 1881/5000
148/148 [==============================] - 0s 34us/step - loss: 2349.8350 - mean_absolute_error: 33.0866 - val_loss: 7187.8677 - val_mean_absolute_error: 62.6415
Epoch 1882/5000
148/148 [==============================] - 0s 34us/step - loss: 2347.7874 - mean_absolute_error: 33.0747 - val_loss: 7187.2152 - val_mean_absolute_error: 62.6339
Epoch 1883/5000
148/148 [==============================] - 0s 34us/step - loss: 2345.7808 - mean_absolute_error: 33.0628 - val_loss: 7186.6788 - val_mean_absolute_error: 62.6268
Epoch 1884/5000
148/148 [==============================] - 0s 27us/step - loss: 2343.7507 - mean_absolute_error: 33.0471 - val_loss: 7186.0409 - val_mean_absolute_error: 62.6192
Epoch 1885/5000
148/148 [==============================] - 0s 34us/step - loss: 2341.7136 - mean_absolute_error: 33.0335 - val_loss: 7185.4044 - val_mean_absolute_error: 62.6113
Epoch 1886/5000
148/148 [==============================] - 0s 34us/step - loss: 2339.6565 - mean_absolute_error: 33.0195 - val_loss: 7184.8136 - val_mean_absolute_error: 62.6034
Epoch 1887/5000
148/148 [==============================] - 0s 34us/step - loss: 2337.5928 - mean_absolute_error: 33.0038 - val_loss: 7184.2085 - val_mean_absolute_error: 62.5957
Epoch 1888/5000
148/148 [==============================] - 0s 34us/step - loss: 2335.5903 - mean_absolute_error: 32.9890 - val_loss: 7183.6801 - val_mean_absolute_error: 62.5886
Epoch 1889/5000
148/148 [==============================] - 0s 27us/step - loss: 2333.5391 - mean_absolute_error: 32.9759 - val_loss: 7183.1691 - val_mean_absolute_error: 62.5817
Epoch 1890/5000
148/148 [==============================] - 0s 34us/step - loss: 2331.5374 - mean_absolute_error: 32.9649 - val_loss: 7182.3819 - val_mean_absolute_error: 62.5727
Epoch 1891/5000
148/148 [==============================] - 0s 34us/step - loss: 2329.6045 - mean_absolute_error: 32.9557 - val_loss: 7181.7350 - val_mean_absolute_error: 62.5631
Epoch 1892/5000
148/148 [==============================] - 0s 27us/step - loss: 2327.6255 - mean_absolute_error: 32.9406 - val_loss: 7180.9238 - val_mean_absolute_error: 62.5523
Epoch 1893/5000
148/148 [==============================] - 0s 41us/step - loss: 2325.6853 - mean_absolute_error: 32.9284 - val_loss: 7180.0552 - val_mean_absolute_error: 62.5412
Epoch 1894/5000
148/148 [==============================] - 0s 34us/step - loss: 2323.6892 - mean_absolute_error: 32.9177 - val_loss: 7179.1172 - val_mean_absolute_error: 62.5297
Epoch 1895/5000
148/148 [==============================] - 0s 34us/step - loss: 2321.6904 - mean_absolute_error: 32.9062 - val_loss: 7177.9342 - val_mean_absolute_error: 62.5170
Epoch 1896/5000
148/148 [==============================] - 0s 27us/step - loss: 2319.7058 - mean_absolute_error: 32.8955 - val_loss: 7176.7237 - val_mean_absolute_error: 62.5038
Epoch 1897/5000
148/148 [==============================] - 0s 41us/step - loss: 2317.6724 - mean_absolute_error: 32.8810 - val_loss: 7175.3926 - val_mean_absolute_error: 62.4902
Epoch 1898/5000
148/148 [==============================] - 0s 34us/step - loss: 2315.6768 - mean_absolute_error: 32.8677 - val_loss: 7174.0464 - val_mean_absolute_error: 62.4769
Epoch 1899/5000
148/148 [==============================] - 0s 27us/step - loss: 2313.6777 - mean_absolute_error: 32.8557 - val_loss: 7172.9021 - val_mean_absolute_error: 62.4641
Epoch 1900/5000
148/148 [==============================] - 0s 27us/step - loss: 2311.7185 - mean_absolute_error: 32.8419 - val_loss: 7171.5755 - val_mean_absolute_error: 62.4504
Epoch 1901/5000
148/148 [==============================] - 0s 34us/step - loss: 2309.7229 - mean_absolute_error: 32.8296 - val_loss: 7170.1303 - val_mean_absolute_error: 62.4357
Epoch 1902/5000
148/148 [==============================] - 0s 34us/step - loss: 2307.7097 - mean_absolute_error: 32.8182 - val_loss: 7168.6991 - val_mean_absolute_error: 62.4208
Epoch 1903/5000
148/148 [==============================] - 0s 34us/step - loss: 2305.7024 - mean_absolute_error: 32.8066 - val_loss: 7167.3434 - val_mean_absolute_error: 62.4063
Epoch 1904/5000
148/148 [==============================] - 0s 34us/step - loss: 2303.6748 - mean_absolute_error: 32.7926 - val_loss: 7165.8678 - val_mean_absolute_error: 62.3912
Epoch 1905/5000
148/148 [==============================] - 0s 34us/step - loss: 2301.6687 - mean_absolute_error: 32.7796 - val_loss: 7164.2705 - val_mean_absolute_error: 62.3755
Epoch 1906/5000
148/148 [==============================] - 0s 27us/step - loss: 2299.6702 - mean_absolute_error: 32.7699 - val_loss: 7162.8520 - val_mean_absolute_error: 62.3609
Epoch 1907/5000
148/148 [==============================] - 0s 41us/step - loss: 2297.6675 - mean_absolute_error: 32.7578 - val_loss: 7161.5218 - val_mean_absolute_error: 62.3470
Epoch 1908/5000
148/148 [==============================] - 0s 27us/step - loss: 2295.6406 - mean_absolute_error: 32.7443 - val_loss: 7160.3621 - val_mean_absolute_error: 62.3343
Epoch 1909/5000
148/148 [==============================] - 0s 27us/step - loss: 2293.6150 - mean_absolute_error: 32.7294 - val_loss: 7159.2658 - val_mean_absolute_error: 62.3229
Epoch 1910/5000
148/148 [==============================] - 0s 34us/step - loss: 2291.6433 - mean_absolute_error: 32.7171 - val_loss: 7158.4269 - val_mean_absolute_error: 62.3128
Epoch 1911/5000
148/148 [==============================] - 0s 27us/step - loss: 2289.6597 - mean_absolute_error: 32.7031 - val_loss: 7157.4719 - val_mean_absolute_error: 62.3022
Epoch 1912/5000
148/148 [==============================] - 0s 41us/step - loss: 2287.6458 - mean_absolute_error: 32.6912 - val_loss: 7156.3477 - val_mean_absolute_error: 62.2905
Epoch 1913/5000
148/148 [==============================] - 0s 41us/step - loss: 2285.6160 - mean_absolute_error: 32.6809 - val_loss: 7155.0251 - val_mean_absolute_error: 62.2777
Epoch 1914/5000
148/148 [==============================] - 0s 34us/step - loss: 2283.6243 - mean_absolute_error: 32.6719 - val_loss: 7153.8502 - val_mean_absolute_error: 62.2656
Epoch 1915/5000
148/148 [==============================] - 0s 27us/step - loss: 2281.5686 - mean_absolute_error: 32.6583 - val_loss: 7152.7244 - val_mean_absolute_error: 62.2536
Epoch 1916/5000
148/148 [==============================] - 0s 41us/step - loss: 2279.5295 - mean_absolute_error: 32.6443 - val_loss: 7151.5271 - val_mean_absolute_error: 62.2406
Epoch 1917/5000
148/148 [==============================] - 0s 34us/step - loss: 2277.5530 - mean_absolute_error: 32.6329 - val_loss: 7150.5239 - val_mean_absolute_error: 62.2284
Epoch 1918/5000
148/148 [==============================] - 0s 34us/step - loss: 2275.5574 - mean_absolute_error: 32.6195 - val_loss: 7149.4637 - val_mean_absolute_error: 62.2164
Epoch 1919/5000
148/148 [==============================] - 0s 27us/step - loss: 2273.5430 - mean_absolute_error: 32.6072 - val_loss: 7148.3173 - val_mean_absolute_error: 62.2046
Epoch 1920/5000
148/148 [==============================] - 0s 34us/step - loss: 2271.5242 - mean_absolute_error: 32.5959 - val_loss: 7147.3687 - val_mean_absolute_error: 62.1950
Epoch 1921/5000
148/148 [==============================] - 0s 34us/step - loss: 2269.5024 - mean_absolute_error: 32.5841 - val_loss: 7146.6232 - val_mean_absolute_error: 62.1863
Epoch 1922/5000
148/148 [==============================] - 0s 27us/step - loss: 2267.4805 - mean_absolute_error: 32.5696 - val_loss: 7145.9259 - val_mean_absolute_error: 62.1776
Epoch 1923/5000
148/148 [==============================] - 0s 34us/step - loss: 2265.4634 - mean_absolute_error: 32.5537 - val_loss: 7145.0969 - val_mean_absolute_error: 62.1687
Epoch 1924/5000
148/148 [==============================] - 0s 27us/step - loss: 2263.4661 - mean_absolute_error: 32.5395 - val_loss: 7144.2202 - val_mean_absolute_error: 62.1604
Epoch 1925/5000
148/148 [==============================] - 0s 34us/step - loss: 2261.4287 - mean_absolute_error: 32.5274 - val_loss: 7143.4678 - val_mean_absolute_error: 62.1529
Epoch 1926/5000
148/148 [==============================] - 0s 27us/step - loss: 2259.4380 - mean_absolute_error: 32.5156 - val_loss: 7143.0758 - val_mean_absolute_error: 62.1470
Epoch 1927/5000
148/148 [==============================] - 0s 34us/step - loss: 2257.3450 - mean_absolute_error: 32.5017 - val_loss: 7142.6378 - val_mean_absolute_error: 62.1407
Epoch 1928/5000
148/148 [==============================] - 0s 34us/step - loss: 2255.3230 - mean_absolute_error: 32.4891 - val_loss: 7142.0806 - val_mean_absolute_error: 62.1335
Epoch 1929/5000
148/148 [==============================] - 0s 34us/step - loss: 2253.3396 - mean_absolute_error: 32.4779 - val_loss: 7141.5136 - val_mean_absolute_error: 62.1261
Epoch 1930/5000
148/148 [==============================] - 0s 34us/step - loss: 2251.3254 - mean_absolute_error: 32.4653 - val_loss: 7140.8877 - val_mean_absolute_error: 62.1183
Epoch 1931/5000
148/148 [==============================] - 0s 27us/step - loss: 2249.2664 - mean_absolute_error: 32.4509 - val_loss: 7140.2870 - val_mean_absolute_error: 62.1109
Epoch 1932/5000
148/148 [==============================] - 0s 41us/step - loss: 2247.2197 - mean_absolute_error: 32.4368 - val_loss: 7139.2553 - val_mean_absolute_error: 62.1008
Epoch 1933/5000
148/148 [==============================] - 0s 34us/step - loss: 2245.2791 - mean_absolute_error: 32.4247 - val_loss: 7138.3383 - val_mean_absolute_error: 62.0907
Epoch 1934/5000
148/148 [==============================] - 0s 34us/step - loss: 2243.1926 - mean_absolute_error: 32.4109 - val_loss: 7137.5934 - val_mean_absolute_error: 62.0813
Epoch 1935/5000
148/148 [==============================] - 0s 27us/step - loss: 2241.1790 - mean_absolute_error: 32.3959 - val_loss: 7136.6610 - val_mean_absolute_error: 62.0707
Epoch 1936/5000
148/148 [==============================] - 0s 27us/step - loss: 2239.1843 - mean_absolute_error: 32.3833 - val_loss: 7135.7772 - val_mean_absolute_error: 62.0608
Epoch 1937/5000
148/148 [==============================] - 0s 27us/step - loss: 2237.2427 - mean_absolute_error: 32.3724 - val_loss: 7135.0258 - val_mean_absolute_error: 62.0519
Epoch 1938/5000
148/148 [==============================] - 0s 27us/step - loss: 2235.2402 - mean_absolute_error: 32.3593 - val_loss: 7134.5097 - val_mean_absolute_error: 62.0442
Epoch 1939/5000
148/148 [==============================] - 0s 27us/step - loss: 2233.2029 - mean_absolute_error: 32.3444 - val_loss: 7134.1024 - val_mean_absolute_error: 62.0374
Epoch 1940/5000
148/148 [==============================] - 0s 41us/step - loss: 2231.1897 - mean_absolute_error: 32.3302 - val_loss: 7133.6454 - val_mean_absolute_error: 62.0308
Epoch 1941/5000
148/148 [==============================] - 0s 34us/step - loss: 2229.1658 - mean_absolute_error: 32.3179 - val_loss: 7133.1401 - val_mean_absolute_error: 62.0241
Epoch 1942/5000
148/148 [==============================] - 0s 27us/step - loss: 2227.1846 - mean_absolute_error: 32.3080 - val_loss: 7132.5831 - val_mean_absolute_error: 62.0170
Epoch 1943/5000
148/148 [==============================] - 0s 34us/step - loss: 2225.1731 - mean_absolute_error: 32.2960 - val_loss: 7131.8855 - val_mean_absolute_error: 62.0085
Epoch 1944/5000
148/148 [==============================] - 0s 34us/step - loss: 2223.1294 - mean_absolute_error: 32.2832 - val_loss: 7131.1286 - val_mean_absolute_error: 62.0000
Epoch 1945/5000
148/148 [==============================] - 0s 27us/step - loss: 2221.1294 - mean_absolute_error: 32.2721 - val_loss: 7130.3471 - val_mean_absolute_error: 61.9914
Epoch 1946/5000
148/148 [==============================] - 0s 34us/step - loss: 2219.1211 - mean_absolute_error: 32.2612 - val_loss: 7129.5651 - val_mean_absolute_error: 61.9827
Epoch 1947/5000
148/148 [==============================] - 0s 34us/step - loss: 2217.1782 - mean_absolute_error: 32.2501 - val_loss: 7128.8714 - val_mean_absolute_error: 61.9735
Epoch 1948/5000
148/148 [==============================] - 0s 41us/step - loss: 2215.1443 - mean_absolute_error: 32.2345 - val_loss: 7127.9038 - val_mean_absolute_error: 61.9632
Epoch 1949/5000
148/148 [==============================] - 0s 34us/step - loss: 2213.1433 - mean_absolute_error: 32.2218 - val_loss: 7127.0735 - val_mean_absolute_error: 61.9537
Epoch 1950/5000
148/148 [==============================] - 0s 34us/step - loss: 2211.1189 - mean_absolute_error: 32.2105 - val_loss: 7126.3526 - val_mean_absolute_error: 61.9447
Epoch 1951/5000
148/148 [==============================] - 0s 41us/step - loss: 2209.1899 - mean_absolute_error: 32.2002 - val_loss: 7125.8374 - val_mean_absolute_error: 61.9361
Epoch 1952/5000
148/148 [==============================] - 0s 34us/step - loss: 2207.1816 - mean_absolute_error: 32.1858 - val_loss: 7125.3467 - val_mean_absolute_error: 61.9284
Epoch 1953/5000
148/148 [==============================] - 0s 34us/step - loss: 2205.2319 - mean_absolute_error: 32.1709 - val_loss: 7124.7350 - val_mean_absolute_error: 61.9203
Epoch 1954/5000
148/148 [==============================] - 0s 54us/step - loss: 2203.2195 - mean_absolute_error: 32.1558 - val_loss: 7124.1506 - val_mean_absolute_error: 61.9128
Epoch 1955/5000
148/148 [==============================] - 0s 34us/step - loss: 2201.2024 - mean_absolute_error: 32.1412 - val_loss: 7123.5242 - val_mean_absolute_error: 61.9057
Epoch 1956/5000
148/148 [==============================] - 0s 41us/step - loss: 2199.2056 - mean_absolute_error: 32.1281 - val_loss: 7122.9872 - val_mean_absolute_error: 61.8989
Epoch 1957/5000
148/148 [==============================] - 0s 27us/step - loss: 2197.2598 - mean_absolute_error: 32.1148 - val_loss: 7122.7791 - val_mean_absolute_error: 61.8929
Epoch 1958/5000
148/148 [==============================] - 0s 27us/step - loss: 2195.2180 - mean_absolute_error: 32.0973 - val_loss: 7122.2625 - val_mean_absolute_error: 61.8848
Epoch 1959/5000
148/148 [==============================] - 0s 34us/step - loss: 2193.2817 - mean_absolute_error: 32.0815 - val_loss: 7121.5191 - val_mean_absolute_error: 61.8754
Epoch 1960/5000
148/148 [==============================] - 0s 34us/step - loss: 2191.2986 - mean_absolute_error: 32.0664 - val_loss: 7120.9482 - val_mean_absolute_error: 61.8672
Epoch 1961/5000
148/148 [==============================] - 0s 34us/step - loss: 2189.3162 - mean_absolute_error: 32.0524 - val_loss: 7120.3585 - val_mean_absolute_error: 61.8595
Epoch 1962/5000
148/148 [==============================] - 0s 41us/step - loss: 2187.3271 - mean_absolute_error: 32.0399 - val_loss: 7119.7143 - val_mean_absolute_error: 61.8518
Epoch 1963/5000
148/148 [==============================] - 0s 27us/step - loss: 2185.3259 - mean_absolute_error: 32.0285 - val_loss: 7119.1908 - val_mean_absolute_error: 61.8447
Epoch 1964/5000
148/148 [==============================] - 0s 34us/step - loss: 2183.4614 - mean_absolute_error: 32.0181 - val_loss: 7119.1008 - val_mean_absolute_error: 61.8386
Epoch 1965/5000
148/148 [==============================] - 0s 27us/step - loss: 2181.3918 - mean_absolute_error: 32.0010 - val_loss: 7119.0956 - val_mean_absolute_error: 61.8336
Epoch 1966/5000
148/148 [==============================] - 0s 47us/step - loss: 2179.4695 - mean_absolute_error: 31.9833 - val_loss: 7118.8250 - val_mean_absolute_error: 61.8277
Epoch 1967/5000
148/148 [==============================] - 0s 34us/step - loss: 2177.5356 - mean_absolute_error: 31.9678 - val_loss: 7118.4198 - val_mean_absolute_error: 61.8218
Epoch 1968/5000
148/148 [==============================] - 0s 34us/step - loss: 2175.5613 - mean_absolute_error: 31.9543 - val_loss: 7117.7604 - val_mean_absolute_error: 61.8142
Epoch 1969/5000
148/148 [==============================] - 0s 34us/step - loss: 2173.5881 - mean_absolute_error: 31.9426 - val_loss: 7117.1685 - val_mean_absolute_error: 61.8064
Epoch 1970/5000
148/148 [==============================] - 0s 34us/step - loss: 2171.6226 - mean_absolute_error: 31.9290 - val_loss: 7116.8847 - val_mean_absolute_error: 61.7999
Epoch 1971/5000
148/148 [==============================] - 0s 47us/step - loss: 2169.5952 - mean_absolute_error: 31.9129 - val_loss: 7116.7752 - val_mean_absolute_error: 61.7940
Epoch 1972/5000
148/148 [==============================] - 0s 41us/step - loss: 2167.6218 - mean_absolute_error: 31.8970 - val_loss: 7116.4681 - val_mean_absolute_error: 61.7866
Epoch 1973/5000
148/148 [==============================] - 0s 41us/step - loss: 2165.6531 - mean_absolute_error: 31.8821 - val_loss: 7115.8704 - val_mean_absolute_error: 61.7778
Epoch 1974/5000
148/148 [==============================] - 0s 47us/step - loss: 2163.6812 - mean_absolute_error: 31.8699 - val_loss: 7115.1345 - val_mean_absolute_error: 61.7689
Epoch 1975/5000
148/148 [==============================] - 0s 47us/step - loss: 2161.7383 - mean_absolute_error: 31.8589 - val_loss: 7114.8891 - val_mean_absolute_error: 61.7634
Epoch 1976/5000
148/148 [==============================] - 0s 47us/step - loss: 2159.7544 - mean_absolute_error: 31.8421 - val_loss: 7114.5628 - val_mean_absolute_error: 61.7582
Epoch 1977/5000
148/148 [==============================] - 0s 27us/step - loss: 2157.8306 - mean_absolute_error: 31.8272 - val_loss: 7114.1788 - val_mean_absolute_error: 61.7529
Epoch 1978/5000
148/148 [==============================] - 0s 34us/step - loss: 2155.9370 - mean_absolute_error: 31.8148 - val_loss: 7114.2211 - val_mean_absolute_error: 61.7486
Epoch 1979/5000
148/148 [==============================] - 0s 34us/step - loss: 2154.0718 - mean_absolute_error: 31.7964 - val_loss: 7113.8629 - val_mean_absolute_error: 61.7419
Epoch 1980/5000
148/148 [==============================] - 0s 41us/step - loss: 2152.1860 - mean_absolute_error: 31.7811 - val_loss: 7113.3409 - val_mean_absolute_error: 61.7349
Epoch 1981/5000
148/148 [==============================] - 0s 47us/step - loss: 2150.2219 - mean_absolute_error: 31.7673 - val_loss: 7112.6939 - val_mean_absolute_error: 61.7280
Epoch 1982/5000
148/148 [==============================] - 0s 41us/step - loss: 2148.2852 - mean_absolute_error: 31.7558 - val_loss: 7112.1484 - val_mean_absolute_error: 61.7219
Epoch 1983/5000
148/148 [==============================] - 0s 41us/step - loss: 2146.3787 - mean_absolute_error: 31.7431 - val_loss: 7112.0508 - val_mean_absolute_error: 61.7182
Epoch 1984/5000
148/148 [==============================] - 0s 34us/step - loss: 2144.4485 - mean_absolute_error: 31.7276 - val_loss: 7112.4639 - val_mean_absolute_error: 61.7166
Epoch 1985/5000
148/148 [==============================] - 0s 34us/step - loss: 2142.4333 - mean_absolute_error: 31.7068 - val_loss: 7112.7841 - val_mean_absolute_error: 61.7149
Out[72]:
<keras.callbacks.History at 0x2073e9eccc0>
In [73]:
score = model3.evaluate(standardized_X_test,
y_test,
batch_size=36)

150/150 [==============================] - 0s 60us/step
In [74]:
score
Out[74]:
[7112.783930664063, 61.71489250183105]
In [75]:
predictions1 = model.predict(standardized_X_test)
predictions2 = model2.predict(standardized_X_test)
predictions3 = model3.predict(standardized_X_test)
In [78]:
from matplotlib import pyplot

plt.figure(figsize=(4,3))
plt.scatter(y_test[:200],predictions1[:200])
plt.xlabel('Y Test')
plt.ylabel('Model 1 Predicted Y')

plt.figure(figsize=(4,3))
plt.scatter(y_test[:200],predictions2[:200])
plt.xlabel('Y Test')
plt.ylabel('Model 2 Predicted Y')

plt.figure(figsize=(4,3))
plt.scatter(y_test[:200],predictions3[:200])
plt.xlabel('Y Test')
plt.ylabel('Model 3 Predicted Y')

pyplot.show()
pyplot.plot(predictions1, label='model1')
pyplot.plot(y_test, label='test')
pyplot.legend()
pyplot.show()

pyplot.plot(predictions2, label='model2')
pyplot.plot(y_test, label='test')
pyplot.legend()
pyplot.show()

pyplot.plot(predictions3, label='model3')
pyplot.plot(y_test, label='test')
pyplot.legend()
pyplot.show()
In [79]:
print('MAE:', metrics.mean_absolute_error(y_test, predictions3))
print('MSE:', metrics.mean_squared_error(y_test, predictions3))
print('RMSE:', np.sqrt(metrics.mean_squared_error(y_test, predictions3)))

MAE: 61.71489190538724
MSE: 7112.783844666114
RMSE: 84.33732177788262